warning: commands will be executed using /bin/sh
job 2536 at Fri Mar 28 23:13:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140324/YutaMouse20-140324/YutaMouse20-140324
ElecNo	2
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2991666 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 997222 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 52376 members 
Mstep: Class 3 contains 52495 members 
Mstep: Class 4 contains 52192 members 
Mstep: Class 5 contains 52358 members 
Mstep: Class 6 contains 52364 members 
Mstep: Class 7 contains 52454 members 
Mstep: Class 8 contains 52563 members 
Mstep: Class 9 contains 52209 members 
Mstep: Class 10 contains 52484 members 
Mstep: Class 11 contains 52852 members 
Mstep: Class 12 contains 52199 members 
Mstep: Class 13 contains 52617 members 
Mstep: Class 14 contains 52476 members 
Mstep: Class 15 contains 52407 members 
Mstep: Class 16 contains 52921 members 
Mstep: Class 17 contains 52387 members 
Mstep: Class 18 contains 52252 members 
Mstep: Class 19 contains 52738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 622.497314 but Gain 3425.554688
Score: -131122560.000000 Penalty: 61660.023438
Iteration 0F: 19 clusters Score -1.311226e+08 nChanged 941830
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 28342 members 
Mstep: Class 3 contains 77597 members 
Mstep: Class 4 contains 14546 members 
Mstep: Class 5 contains 28724 members 
Mstep: Class 6 contains 42945 members 
Mstep: Class 7 contains 124775 members 
Mstep: Class 8 contains 92066 members 
Mstep: Class 9 contains 22135 members 
Mstep: Class 10 contains 106630 members 
Mstep: Class 11 contains 28055 members 
Mstep: Class 12 contains 91272 members 
Mstep: Class 14 contains 68187 members 
Mstep: Class 15 contains 81997 members 
Mstep: Class 16 contains 23886 members 
Mstep: Class 17 contains 39642 members 
Mstep: Class 18 contains 96727 members 
Mstep: Class 19 contains 9334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133976648.000000 Penalty: 61660.023438
Iteration 1F: 19 clusters Score -1.339766e+08 nChanged 377803
Entering Unmasked Mstep 
Mstep: Class 0 contains 1449 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 19948 members 
Mstep: Class 3 contains 56556 members 
Mstep: Class 4 contains 8345 members 
Mstep: Class 5 contains 22395 members 
Mstep: Class 6 contains 34036 members 
Mstep: Class 7 contains 116174 members 
Mstep: Class 8 contains 130396 members 
Mstep: Class 9 contains 11721 members 
Mstep: Class 10 contains 146536 members 
Mstep: Class 11 contains 17014 members 
Mstep: Class 12 contains 73973 members 
Mstep: Class 14 contains 75291 members 
Mstep: Class 15 contains 113833 members 
Mstep: Class 16 contains 9356 members 
Mstep: Class 17 contains 31334 members 
Mstep: Class 18 contains 116024 members 
Mstep: Class 19 contains 4259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134710048.000000 Penalty: 61660.023438
Iteration 2F: 19 clusters Score -1.3471e+08 nChanged 249968
Entering Unmasked Mstep 
Mstep: Class 0 contains 711 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 13161 members 
Mstep: Class 3 contains 40871 members 
Mstep: Class 4 contains 6977 members 
Mstep: Class 5 contains 17619 members 
Mstep: Class 6 contains 32632 members 
Mstep: Class 7 contains 113236 members 
Mstep: Class 8 contains 164843 members 
Mstep: Class 9 contains 6370 members 
Mstep: Class 10 contains 160512 members 
Mstep: Class 11 contains 15580 members 
Mstep: Class 12 contains 59604 members 
Mstep: Class 14 contains 68450 members 
Mstep: Class 15 contains 122712 members 
Mstep: Class 16 contains 4106 members 
Mstep: Class 17 contains 37992 members 
Mstep: Class 18 contains 125397 members 
Mstep: Class 19 contains 2093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3077.348389 but Gain 3425.558594
Score: -135036416.000000 Penalty: 58234.464844
Iteration 3F: 18 clusters Score -1.350364e+08 nChanged 187409
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 2 contains 9149 members 
Mstep: Class 3 contains 32194 members 
Mstep: Class 4 contains 5066 members 
Mstep: Class 5 contains 14653 members 
Mstep: Class 6 contains 33350 members 
Mstep: Class 7 contains 121355 members 
Mstep: Class 8 contains 193697 members 
Mstep: Class 9 contains 3639 members 
Mstep: Class 10 contains 163330 members 
Mstep: Class 11 contains 16470 members 
Mstep: Class 12 contains 51371 members 
Mstep: Class 14 contains 55058 members 
Mstep: Class 15 contains 116908 members 
Mstep: Class 16 contains 1902 members 
Mstep: Class 17 contains 44331 members 
Mstep: Class 18 contains 132685 members 
Mstep: Class 19 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135231392.000000 Penalty: 58234.464844
Iteration 4F: 18 clusters Score -1.352314e+08 nChanged 148239
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 6013 members 
Mstep: Class 3 contains 26782 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 13786 members 
Mstep: Class 6 contains 31518 members 
Mstep: Class 7 contains 136078 members 
Mstep: Class 8 contains 211119 members 
Mstep: Class 9 contains 3358 members 
Mstep: Class 10 contains 164771 members 
Mstep: Class 11 contains 17240 members 
Mstep: Class 12 contains 44111 members 
Mstep: Class 14 contains 43210 members 
Mstep: Class 15 contains 104989 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 46774 members 
Mstep: Class 18 contains 142134 members 
Mstep: Class 19 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3065.144775 but Gain 3425.558594
Score: -135342368.000000 Penalty: 54808.906250
Iteration 5F: 17 clusters Score -1.353424e+08 nChanged 124124
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 2 contains 3787 members 
Mstep: Class 3 contains 22674 members 
Mstep: Class 5 contains 14739 members 
Mstep: Class 6 contains 27917 members 
Mstep: Class 7 contains 156222 members 
Mstep: Class 8 contains 215837 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 166253 members 
Mstep: Class 11 contains 17892 members 
Mstep: Class 12 contains 36344 members 
Mstep: Class 14 contains 34351 members 
Mstep: Class 15 contains 93237 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 50030 members 
Mstep: Class 18 contains 152608 members 
Mstep: Class 19 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2253.689209 but Gain 3425.554688
Score: -135431936.000000 Penalty: 51383.351562
Iteration 6F: 16 clusters Score -1.354319e+08 nChanged 106251
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 3 contains 19755 members 
Mstep: Class 5 contains 16438 members 
Mstep: Class 6 contains 24382 members 
Mstep: Class 7 contains 179613 members 
Mstep: Class 8 contains 213592 members 
Mstep: Class 9 contains 3244 members 
Mstep: Class 10 contains 166893 members 
Mstep: Class 11 contains 18714 members 
Mstep: Class 12 contains 28110 members 
Mstep: Class 14 contains 28443 members 
Mstep: Class 15 contains 83410 members 
Mstep: Class 16 contains 281 members 
Mstep: Class 17 contains 50400 members 
Mstep: Class 18 contains 162324 members 
Mstep: Class 19 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135510144.000000 Penalty: 51383.351562
Iteration 7F: 16 clusters Score -1.355101e+08 nChanged 89119
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 3 contains 17776 members 
Mstep: Class 5 contains 18098 members 
Mstep: Class 6 contains 20750 members 
Mstep: Class 7 contains 201433 members 
Mstep: Class 8 contains 208406 members 
Mstep: Class 9 contains 3075 members 
Mstep: Class 10 contains 165505 members 
Mstep: Class 11 contains 20096 members 
Mstep: Class 12 contains 20899 members 
Mstep: Class 14 contains 24181 members 
Mstep: Class 15 contains 75649 members 
Mstep: Class 16 contains 248 members 
Mstep: Class 17 contains 50041 members 
Mstep: Class 18 contains 169377 members 
Mstep: Class 19 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135569296.000000 Penalty: 51383.351562
Iteration 8F: 16 clusters Score -1.355693e+08 nChanged 75585
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 3 contains 16604 members 
Mstep: Class 5 contains 19456 members 
Mstep: Class 6 contains 18002 members 
Mstep: Class 7 contains 220829 members 
Mstep: Class 8 contains 203528 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 162844 members 
Mstep: Class 11 contains 21633 members 
Mstep: Class 12 contains 15861 members 
Mstep: Class 14 contains 21140 members 
Mstep: Class 15 contains 69137 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 49094 members 
Mstep: Class 18 contains 174162 members 
Mstep: Class 19 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135619664.000000 Penalty: 51383.351562
Iteration 9F: 16 clusters Score -1.356197e+08 nChanged 63750
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 3 contains 16042 members 
Mstep: Class 5 contains 20672 members 
Mstep: Class 6 contains 15878 members 
Mstep: Class 7 contains 236669 members 
Mstep: Class 8 contains 199745 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 159354 members 
Mstep: Class 11 contains 23279 members 
Mstep: Class 12 contains 13216 members 
Mstep: Class 14 contains 18712 members 
Mstep: Class 15 contains 63355 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 48036 members 
Mstep: Class 18 contains 177397 members 
Mstep: Class 19 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135658496.000000 Penalty: 51383.351562
Iteration 10F: 16 clusters Score -1.356585e+08 nChanged 54246
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 3 contains 15642 members 
Mstep: Class 5 contains 21745 members 
Mstep: Class 6 contains 14159 members 
Mstep: Class 7 contains 249185 members 
Mstep: Class 8 contains 197644 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 155193 members 
Mstep: Class 11 contains 24893 members 
Mstep: Class 12 contains 12311 members 
Mstep: Class 14 contains 16845 members 
Mstep: Class 15 contains 57708 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 47022 members 
Mstep: Class 18 contains 180046 members 
Mstep: Class 19 contains 1869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135683136.000000 Penalty: 51383.351562
Iteration 11F: 16 clusters Score -1.356831e+08 nChanged 45355
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 3 contains 15394 members 
Mstep: Class 5 contains 22712 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 258361 members 
Mstep: Class 8 contains 197070 members 
Mstep: Class 9 contains 2552 members 
Mstep: Class 10 contains 150733 members 
Mstep: Class 11 contains 26334 members 
Mstep: Class 12 contains 12177 members 
Mstep: Class 14 contains 15409 members 
Mstep: Class 15 contains 52539 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 46217 members 
Mstep: Class 18 contains 182608 members 
Mstep: Class 19 contains 1971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135698816.000000 Penalty: 51383.351562
Iteration 12Q: 16 clusters Score -1.356988e+08 nChanged 38197
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 15134 members 
Mstep: Class 5 contains 23545 members 
Mstep: Class 6 contains 11975 members 
Mstep: Class 7 contains 264988 members 
Mstep: Class 8 contains 197547 members 
Mstep: Class 9 contains 2409 members 
Mstep: Class 10 contains 146304 members 
Mstep: Class 11 contains 27473 members 
Mstep: Class 12 contains 12546 members 
Mstep: Class 14 contains 14256 members 
Mstep: Class 15 contains 47739 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 17 contains 45595 members 
Mstep: Class 18 contains 185337 members 
Mstep: Class 19 contains 2093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135711168.000000 Penalty: 51383.351562
Iteration 13Q: 16 clusters Score -1.357112e+08 nChanged 32832
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 14961 members 
Mstep: Class 5 contains 24217 members 
Mstep: Class 6 contains 11314 members 
Mstep: Class 7 contains 269800 members 
Mstep: Class 8 contains 198588 members 
Mstep: Class 9 contains 2328 members 
Mstep: Class 10 contains 142193 members 
Mstep: Class 11 contains 28399 members 
Mstep: Class 12 contains 13136 members 
Mstep: Class 14 contains 13304 members 
Mstep: Class 15 contains 43444 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 45019 members 
Mstep: Class 18 contains 188085 members 
Mstep: Class 19 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135718928.000000 Penalty: 51383.351562
Iteration 14Q: 16 clusters Score -1.357189e+08 nChanged 28977
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 14672 members 
Mstep: Class 5 contains 24665 members 
Mstep: Class 6 contains 10795 members 
Mstep: Class 7 contains 273522 members 
Mstep: Class 8 contains 199909 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 138563 members 
Mstep: Class 11 contains 29230 members 
Mstep: Class 12 contains 13874 members 
Mstep: Class 14 contains 12579 members 
Mstep: Class 15 contains 39711 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 44538 members 
Mstep: Class 18 contains 190416 members 
Mstep: Class 19 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135724048.000000 Penalty: 51383.351562
Iteration 15Q: 16 clusters Score -1.35724e+08 nChanged 25527
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 14445 members 
Mstep: Class 5 contains 25052 members 
Mstep: Class 6 contains 10342 members 
Mstep: Class 7 contains 276539 members 
Mstep: Class 8 contains 201355 members 
Mstep: Class 9 contains 2275 members 
Mstep: Class 10 contains 135610 members 
Mstep: Class 11 contains 30033 members 
Mstep: Class 12 contains 14584 members 
Mstep: Class 14 contains 12039 members 
Mstep: Class 15 contains 36453 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 44159 members 
Mstep: Class 18 contains 191871 members 
Mstep: Class 19 contains 2181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135726896.000000 Penalty: 51383.351562
Iteration 16Q: 16 clusters Score -1.357269e+08 nChanged 22759
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 14337 members 
Mstep: Class 5 contains 25351 members 
Mstep: Class 6 contains 9989 members 
Mstep: Class 7 contains 279061 members 
Mstep: Class 8 contains 202914 members 
Mstep: Class 9 contains 2260 members 
Mstep: Class 10 contains 133635 members 
Mstep: Class 11 contains 30765 members 
Mstep: Class 12 contains 15247 members 
Mstep: Class 14 contains 11635 members 
Mstep: Class 15 contains 33622 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 43864 members 
Mstep: Class 18 contains 192069 members 
Mstep: Class 19 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135728432.000000 Penalty: 51383.351562
Iteration 17Q: 16 clusters Score -1.357284e+08 nChanged 20102
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 14223 members 
Mstep: Class 5 contains 25614 members 
Mstep: Class 6 contains 9723 members 
Mstep: Class 7 contains 281202 members 
Mstep: Class 8 contains 204526 members 
Mstep: Class 9 contains 2252 members 
Mstep: Class 10 contains 132578 members 
Mstep: Class 11 contains 31429 members 
Mstep: Class 12 contains 15869 members 
Mstep: Class 14 contains 11346 members 
Mstep: Class 15 contains 31194 members 
Mstep: Class 16 contains 251 members 
Mstep: Class 17 contains 43644 members 
Mstep: Class 18 contains 191146 members 
Mstep: Class 19 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135729920.000000 Penalty: 51383.351562
Iteration 18Q: 16 clusters Score -1.357299e+08 nChanged 17951
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 14190 members 
Mstep: Class 5 contains 25815 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 282994 members 
Mstep: Class 8 contains 206196 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 132492 members 
Mstep: Class 11 contains 32054 members 
Mstep: Class 12 contains 16457 members 
Mstep: Class 14 contains 11149 members 
Mstep: Class 15 contains 29217 members 
Mstep: Class 16 contains 251 members 
Mstep: Class 17 contains 43530 members 
Mstep: Class 18 contains 188902 members 
Mstep: Class 19 contains 2194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135732560.000000 Penalty: 51383.351562
Iteration 19Q: 16 clusters Score -1.357326e+08 nChanged 16367
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 14167 members 
Mstep: Class 5 contains 26019 members 
Mstep: Class 6 contains 9339 members 
Mstep: Class 7 contains 284726 members 
Mstep: Class 8 contains 207906 members 
Mstep: Class 9 contains 2236 members 
Mstep: Class 10 contains 133221 members 
Mstep: Class 11 contains 32594 members 
Mstep: Class 12 contains 16958 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 27557 members 
Mstep: Class 16 contains 251 members 
Mstep: Class 17 contains 43494 members 
Mstep: Class 18 contains 185521 members 
Mstep: Class 19 contains 2199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135734960.000000 Penalty: 51383.351562
Iteration 20F: 16 clusters Score -1.35735e+08 nChanged 14978
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 14202 members 
Mstep: Class 5 contains 26222 members 
Mstep: Class 6 contains 9210 members 
Mstep: Class 7 contains 286541 members 
Mstep: Class 8 contains 209372 members 
Mstep: Class 9 contains 1992 members 
Mstep: Class 10 contains 134647 members 
Mstep: Class 11 contains 33036 members 
Mstep: Class 12 contains 17443 members 
Mstep: Class 14 contains 10918 members 
Mstep: Class 15 contains 26322 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 43534 members 
Mstep: Class 18 contains 181051 members 
Mstep: Class 19 contains 2448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135738016.000000 Penalty: 51383.351562
Iteration 21Q: 16 clusters Score -1.35738e+08 nChanged 14074
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 14274 members 
Mstep: Class 5 contains 26388 members 
Mstep: Class 6 contains 9101 members 
Mstep: Class 7 contains 288218 members 
Mstep: Class 8 contains 210836 members 
Mstep: Class 9 contains 1738 members 
Mstep: Class 10 contains 136859 members 
Mstep: Class 11 contains 33443 members 
Mstep: Class 12 contains 17953 members 
Mstep: Class 14 contains 10912 members 
Mstep: Class 15 contains 25336 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 43580 members 
Mstep: Class 18 contains 175613 members 
Mstep: Class 19 contains 2687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135742032.000000 Penalty: 51383.351562
Iteration 22Q: 16 clusters Score -1.35742e+08 nChanged 13189
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 14358 members 
Mstep: Class 5 contains 26561 members 
Mstep: Class 6 contains 9016 members 
Mstep: Class 7 contains 289878 members 
Mstep: Class 8 contains 212338 members 
Mstep: Class 9 contains 1704 members 
Mstep: Class 10 contains 139623 members 
Mstep: Class 11 contains 33753 members 
Mstep: Class 12 contains 18414 members 
Mstep: Class 14 contains 10885 members 
Mstep: Class 15 contains 24487 members 
Mstep: Class 16 contains 251 members 
Mstep: Class 17 contains 43568 members 
Mstep: Class 18 contains 169625 members 
Mstep: Class 19 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135743184.000000 Penalty: 51383.351562
Iteration 23Q: 16 clusters Score -1.357432e+08 nChanged 12256
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 14446 members 
Mstep: Class 5 contains 26721 members 
Mstep: Class 6 contains 8947 members 
Mstep: Class 7 contains 291229 members 
Mstep: Class 8 contains 213767 members 
Mstep: Class 9 contains 1703 members 
Mstep: Class 10 contains 142862 members 
Mstep: Class 11 contains 34044 members 
Mstep: Class 12 contains 18831 members 
Mstep: Class 14 contains 10887 members 
Mstep: Class 15 contains 23789 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 43527 members 
Mstep: Class 18 contains 163442 members 
Mstep: Class 19 contains 2742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135744736.000000 Penalty: 51383.351562
Iteration 24Q: 16 clusters Score -1.357447e+08 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 14582 members 
Mstep: Class 5 contains 26876 members 
Mstep: Class 6 contains 8883 members 
Mstep: Class 7 contains 292315 members 
Mstep: Class 8 contains 215106 members 
Mstep: Class 9 contains 1708 members 
Mstep: Class 10 contains 146445 members 
Mstep: Class 11 contains 34317 members 
Mstep: Class 12 contains 19209 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 23308 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 43477 members 
Mstep: Class 18 contains 157094 members 
Mstep: Class 19 contains 2742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135746784.000000 Penalty: 51383.351562
Iteration 25Q: 16 clusters Score -1.357468e+08 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 14761 members 
Mstep: Class 5 contains 27018 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 292951 members 
Mstep: Class 8 contains 216394 members 
Mstep: Class 9 contains 1711 members 
Mstep: Class 10 contains 150216 members 
Mstep: Class 11 contains 34523 members 
Mstep: Class 12 contains 19510 members 
Mstep: Class 14 contains 10862 members 
Mstep: Class 15 contains 22947 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 43404 members 
Mstep: Class 18 contains 151047 members 
Mstep: Class 19 contains 2742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135748576.000000 Penalty: 51383.351562
Iteration 26Q: 16 clusters Score -1.357486e+08 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 14965 members 
Mstep: Class 5 contains 27122 members 
Mstep: Class 6 contains 8825 members 
Mstep: Class 7 contains 293408 members 
Mstep: Class 8 contains 217595 members 
Mstep: Class 9 contains 1713 members 
Mstep: Class 10 contains 154280 members 
Mstep: Class 11 contains 34676 members 
Mstep: Class 12 contains 19727 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 22658 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 43350 members 
Mstep: Class 18 contains 145038 members 
Mstep: Class 19 contains 2742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135751232.000000 Penalty: 51383.351562
Iteration 27Q: 16 clusters Score -1.357512e+08 nChanged 11021
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 15167 members 
Mstep: Class 5 contains 27204 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 293773 members 
Mstep: Class 8 contains 218721 members 
Mstep: Class 9 contains 1711 members 
Mstep: Class 10 contains 158485 members 
Mstep: Class 11 contains 34818 members 
Mstep: Class 12 contains 19921 members 
Mstep: Class 14 contains 10861 members 
Mstep: Class 15 contains 22394 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 43282 members 
Mstep: Class 18 contains 139075 members 
Mstep: Class 19 contains 2741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135753088.000000 Penalty: 51383.351562
Iteration 28Q: 16 clusters Score -1.357531e+08 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 15313 members 
Mstep: Class 5 contains 27279 members 
Mstep: Class 6 contains 8727 members 
Mstep: Class 7 contains 293996 members 
Mstep: Class 8 contains 219724 members 
Mstep: Class 9 contains 1711 members 
Mstep: Class 10 contains 162511 members 
Mstep: Class 11 contains 34948 members 
Mstep: Class 12 contains 20106 members 
Mstep: Class 14 contains 10859 members 
Mstep: Class 15 contains 22204 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 43222 members 
Mstep: Class 18 contains 133597 members 
Mstep: Class 19 contains 2740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135754064.000000 Penalty: 51383.351562
Iteration 29Q: 16 clusters Score -1.357541e+08 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 15449 members 
Mstep: Class 5 contains 27346 members 
Mstep: Class 6 contains 8687 members 
Mstep: Class 7 contains 294170 members 
Mstep: Class 8 contains 220628 members 
Mstep: Class 9 contains 1711 members 
Mstep: Class 10 contains 166282 members 
Mstep: Class 11 contains 35041 members 
Mstep: Class 12 contains 20253 members 
Mstep: Class 14 contains 10900 members 
Mstep: Class 15 contains 22000 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 43162 members 
Mstep: Class 18 contains 128566 members 
Mstep: Class 19 contains 2742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135755696.000000 Penalty: 51383.351562
Iteration 30Q: 16 clusters Score -1.357557e+08 nChanged 9764
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 15596 members 
Mstep: Class 5 contains 27401 members 
Mstep: Class 6 contains 8661 members 
Mstep: Class 7 contains 294402 members 
Mstep: Class 8 contains 221499 members 
Mstep: Class 9 contains 1710 members 
Mstep: Class 10 contains 169649 members 
Mstep: Class 11 contains 35113 members 
Mstep: Class 12 contains 20341 members 
Mstep: Class 14 contains 10914 members 
Mstep: Class 15 contains 21855 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 43122 members 
Mstep: Class 18 contains 123932 members 
Mstep: Class 19 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135756912.000000 Penalty: 51383.351562
Iteration 31Q: 16 clusters Score -1.357569e+08 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 15771 members 
Mstep: Class 5 contains 27467 members 
Mstep: Class 6 contains 8621 members 
Mstep: Class 7 contains 294788 members 
Mstep: Class 8 contains 222260 members 
Mstep: Class 9 contains 1709 members 
Mstep: Class 10 contains 172449 members 
Mstep: Class 11 contains 35181 members 
Mstep: Class 12 contains 20428 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 21753 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 43101 members 
Mstep: Class 18 contains 119710 members 
Mstep: Class 19 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135757424.000000 Penalty: 51383.351562
Iteration 32Q: 16 clusters Score -1.357574e+08 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 15954 members 
Mstep: Class 5 contains 27531 members 
Mstep: Class 6 contains 8589 members 
Mstep: Class 7 contains 295082 members 
Mstep: Class 8 contains 222924 members 
Mstep: Class 9 contains 1709 members 
Mstep: Class 10 contains 174941 members 
Mstep: Class 11 contains 35240 members 
Mstep: Class 12 contains 20494 members 
Mstep: Class 14 contains 10967 members 
Mstep: Class 15 contains 21708 members 
Mstep: Class 16 contains 254 members 
Mstep: Class 17 contains 43072 members 
Mstep: Class 18 contains 115984 members 
Mstep: Class 19 contains 2741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135757072.000000 Penalty: 51383.351562
Iteration 33Q: 16 clusters Score -1.357571e+08 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 16182 members 
Mstep: Class 5 contains 27610 members 
Mstep: Class 6 contains 8547 members 
Mstep: Class 7 contains 295287 members 
Mstep: Class 8 contains 223526 members 
Mstep: Class 9 contains 1709 members 
Mstep: Class 10 contains 177155 members 
Mstep: Class 11 contains 35284 members 
Mstep: Class 12 contains 20550 members 
Mstep: Class 14 contains 10983 members 
Mstep: Class 15 contains 21686 members 
Mstep: Class 16 contains 255 members 
Mstep: Class 17 contains 43035 members 
Mstep: Class 18 contains 112643 members 
Mstep: Class 19 contains 2738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135758048.000000 Penalty: 51383.351562
Iteration 34Q: 16 clusters Score -1.35758e+08 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 16427 members 
Mstep: Class 5 contains 27647 members 
Mstep: Class 6 contains 8505 members 
Mstep: Class 7 contains 295478 members 
Mstep: Class 8 contains 224137 members 
Mstep: Class 9 contains 1708 members 
Mstep: Class 10 contains 178957 members 
Mstep: Class 11 contains 35327 members 
Mstep: Class 12 contains 20573 members 
Mstep: Class 14 contains 10970 members 
Mstep: Class 15 contains 21656 members 
Mstep: Class 16 contains 256 members 
Mstep: Class 17 contains 43017 members 
Mstep: Class 18 contains 109793 members 
Mstep: Class 19 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135759168.000000 Penalty: 51383.351562
Iteration 35Q: 16 clusters Score -1.357592e+08 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 16687 members 
Mstep: Class 5 contains 27678 members 
Mstep: Class 6 contains 8461 members 
Mstep: Class 7 contains 295728 members 
Mstep: Class 8 contains 224715 members 
Mstep: Class 9 contains 1708 members 
Mstep: Class 10 contains 180337 members 
Mstep: Class 11 contains 35365 members 
Mstep: Class 12 contains 20576 members 
Mstep: Class 14 contains 10953 members 
Mstep: Class 15 contains 21671 members 
Mstep: Class 16 contains 256 members 
Mstep: Class 17 contains 42984 members 
Mstep: Class 18 contains 107332 members 
Mstep: Class 19 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135759680.000000 Penalty: 51383.351562
Iteration 36Q: 16 clusters Score -1.357597e+08 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 16892 members 
Mstep: Class 5 contains 27727 members 
Mstep: Class 6 contains 8438 members 
Mstep: Class 7 contains 296032 members 
Mstep: Class 8 contains 225270 members 
Mstep: Class 9 contains 1709 members 
Mstep: Class 10 contains 181424 members 
Mstep: Class 11 contains 35396 members 
Mstep: Class 12 contains 20555 members 
Mstep: Class 14 contains 10927 members 
Mstep: Class 15 contains 21679 members 
Mstep: Class 16 contains 256 members 
Mstep: Class 17 contains 42949 members 
Mstep: Class 18 contains 105198 members 
Mstep: Class 19 contains 2738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135759984.000000 Penalty: 51383.351562
Iteration 37Q: 16 clusters Score -1.3576e+08 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 17148 members 
Mstep: Class 5 contains 27746 members 
Mstep: Class 6 contains 8413 members 
Mstep: Class 7 contains 296341 members 
Mstep: Class 8 contains 225776 members 
Mstep: Class 9 contains 1709 members 
Mstep: Class 10 contains 182266 members 
Mstep: Class 11 contains 35425 members 
Mstep: Class 12 contains 20561 members 
Mstep: Class 14 contains 10899 members 
Mstep: Class 15 contains 21731 members 
Mstep: Class 16 contains 255 members 
Mstep: Class 17 contains 42931 members 
Mstep: Class 18 contains 103250 members 
Mstep: Class 19 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135760736.000000 Penalty: 51383.351562
Iteration 38Q: 16 clusters Score -1.357607e+08 nChanged 5825
Entering ConstructFrom: 
Score: -135760736.000000 Penalty: 51383.351562
Entering ConstructFrom: 
Trying to split cluster 3 (17388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Entering Unmasked Estep 
Score: -2439537.500000 Penalty: 2421.356689
	Iteration 0F: 2 clusters Score -2439538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2427211.250000 Penalty: 4842.713379
	Iteration 0F: 3 clusters Score -2427211 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2431184.000000 Penalty: 4842.713379
	Iteration 1F: 3 clusters Score -2431184 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2431541.750000 Penalty: 4842.713379
	Iteration 2F: 3 clusters Score -2431542 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2431797.500000 Penalty: 4842.713379
	Iteration 3Q: 3 clusters Score -2431798 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2431987.750000 Penalty: 4842.713379
	Iteration 4Q: 3 clusters Score -2431988 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2432171.500000 Penalty: 4842.713379
	Iteration 5Q: 3 clusters Score -2432172 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2432359.500000 Penalty: 4842.713379
	Iteration 6Q: 3 clusters Score -2432360 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2432547.000000 Penalty: 4842.713379
	Iteration 7Q: 3 clusters Score -2432547 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2432769.500000 Penalty: 4842.713379
	Iteration 8Q: 3 clusters Score -2432770 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2433030.750000 Penalty: 4842.713379
	Iteration 9Q: 3 clusters Score -2433031 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2433382.750000 Penalty: 4842.713379
	Iteration 10Q: 3 clusters Score -2433383 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2433853.750000 Penalty: 4842.713379
	Iteration 11Q: 3 clusters Score -2433854 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2434493.250000 Penalty: 4842.713379
	Iteration 12F: 3 clusters Score -2434493 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2435206.500000 Penalty: 4842.713379
	Iteration 13F: 3 clusters Score -2435206 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2435827.750000 Penalty: 4842.713379
	Iteration 14Q: 3 clusters Score -2435828 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2436346.000000 Penalty: 4842.713379
	Iteration 15Q: 3 clusters Score -2436346 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2436721.250000 Penalty: 4842.713379
	Iteration 16Q: 3 clusters Score -2436721 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2436982.500000 Penalty: 4842.713379
	Iteration 17Q: 3 clusters Score -2436982 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2437164.000000 Penalty: 4842.713379
	Iteration 18Q: 3 clusters Score -2437164 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2437276.000000 Penalty: 4842.713379
	Iteration 19Q: 3 clusters Score -2437276 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2437362.500000 Penalty: 4842.713379
	Iteration 20F: 3 clusters Score -2437362 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2437426.500000 Penalty: 4842.713379
	Iteration 21Q: 3 clusters Score -2437426 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2437480.500000 Penalty: 4842.713379
	Iteration 22Q: 3 clusters Score -2437480 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2437516.750000 Penalty: 4842.713379
	Iteration 23Q: 3 clusters Score -2437517 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2437543.250000 Penalty: 4842.713379
	Iteration 24Q: 3 clusters Score -2437543 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2437571.750000 Penalty: 4842.713379
	Iteration 25Q: 3 clusters Score -2437572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2437590.750000 Penalty: 4842.713379
	Iteration 26Q: 3 clusters Score -2437591 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2437600.000000 Penalty: 4842.713379
	Iteration 27Q: 3 clusters Score -2437600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2437603.500000 Penalty: 4842.713379
	Iteration 28Q: 3 clusters Score -2437604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2437621.500000 Penalty: 4842.713379
	Iteration 29Q: 3 clusters Score -2437622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2437634.500000 Penalty: 4842.713379
	Iteration 30Q: 3 clusters Score -2437634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2437657.000000 Penalty: 4842.713379
	Iteration 31Q: 3 clusters Score -2437657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2437667.250000 Penalty: 4842.713379
	Iteration 32Q: 3 clusters Score -2437667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2437670.500000 Penalty: 4842.713379
	Iteration 33Q: 3 clusters Score -2437670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2437676.750000 Penalty: 4842.713379
	Iteration 34Q: 3 clusters Score -2437677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2437684.750000 Penalty: 4842.713379
	Iteration 35Q: 3 clusters Score -2437685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2437694.250000 Penalty: 4842.713379
	Iteration 36Q: 3 clusters Score -2437694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2437702.500000 Penalty: 4842.713379
	Iteration 37Q: 3 clusters Score -2437702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2437702.500000 Penalty: 4842.713379
	Iteration 38Q: 3 clusters Score -2437702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2437703.000000 Penalty: 4842.713379
	Iteration 39Q: 3 clusters Score -2437703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2437713.500000 Penalty: 4842.713379
	Iteration 40F: 3 clusters Score -2437714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2437719.500000 Penalty: 4842.713379
	Iteration 41Q: 3 clusters Score -2437720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2437727.250000 Penalty: 4842.713379
	Iteration 42Q: 3 clusters Score -2437727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2437733.500000 Penalty: 4842.713379
	Iteration 43Q: 3 clusters Score -2437734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2437737.750000 Penalty: 4842.713379
	Iteration 44Q: 3 clusters Score -2437738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2437738.500000 Penalty: 4842.713379
	Iteration 45Q: 3 clusters Score -2437738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2437740.250000 Penalty: 4842.713379
	Iteration 46Q: 3 clusters Score -2437740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2437738.000000 Penalty: 4842.713379
	Iteration 47Q: 3 clusters Score -2437738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2437740.500000 Penalty: 4842.713379
	Iteration 48Q: 3 clusters Score -2437740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2437741.000000 Penalty: 4842.713379
	Iteration 49Q: 3 clusters Score -2437741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2437743.000000 Penalty: 4842.713379
	Iteration 50Q: 3 clusters Score -2437743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2437743.000000 Penalty: 4842.713379
	Iteration 51Q: 3 clusters Score -2437743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2437743.000000 Penalty: 4842.713379
	Iteration 52Q: 3 clusters Score -2437743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2437742.000000 Penalty: 4842.713379
	Iteration 53Q: 3 clusters Score -2437742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2437745.000000 Penalty: 4842.713379
	Iteration 54Q: 3 clusters Score -2437745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2437747.000000 Penalty: 4842.713379
	Iteration 55Q: 3 clusters Score -2437747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2437744.250000 Penalty: 4842.713379
	Iteration 56Q: 3 clusters Score -2437744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2437746.750000 Penalty: 4842.713379
	Iteration 57Q: 3 clusters Score -2437747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2437748.500000 Penalty: 4842.713379
	Iteration 58Q: 3 clusters Score -2437748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2437748.500000 Penalty: 4842.713379
	Iteration 59F: 3 clusters Score -2437748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Entering Unmasked Estep 
Score: -3889163.250000 Penalty: 2537.589600
	Iteration 0F: 2 clusters Score -3889163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3869863.250000 Penalty: 5075.179199
	Iteration 0F: 3 clusters Score -3869863 nChanged 12560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3876684.500000 Penalty: 5075.179199
	Iteration 1F: 3 clusters Score -3876684 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3877098.000000 Penalty: 5075.179199
	Iteration 2Q: 3 clusters Score -3877098 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3877423.500000 Penalty: 5075.179199
	Iteration 3Q: 3 clusters Score -3877424 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3877711.250000 Penalty: 5075.179199
	Iteration 4Q: 3 clusters Score -3877711 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3878022.000000 Penalty: 5075.179199
	Iteration 5Q: 3 clusters Score -3878022 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -3878400.250000 Penalty: 5075.179199
	Iteration 6Q: 3 clusters Score -3878400 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -3878896.500000 Penalty: 5075.179199
	Iteration 7Q: 3 clusters Score -3878896 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -3879567.500000 Penalty: 5075.179199
	Iteration 8Q: 3 clusters Score -3879568 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3880520.250000 Penalty: 5075.179199
	Iteration 9F: 3 clusters Score -3880520 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3881817.500000 Penalty: 5075.179199
	Iteration 10F: 3 clusters Score -3881818 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -3883289.750000 Penalty: 5075.179199
	Iteration 11F: 3 clusters Score -3883290 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3884650.000000 Penalty: 5075.179199
	Iteration 12F: 3 clusters Score -3884650 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3885691.000000 Penalty: 5075.179199
	Iteration 13Q: 3 clusters Score -3885691 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3886343.750000 Penalty: 5075.179199
	Iteration 14Q: 3 clusters Score -3886344 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3886698.250000 Penalty: 5075.179199
	Iteration 15Q: 3 clusters Score -3886698 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3886910.500000 Penalty: 5075.179199
	Iteration 16Q: 3 clusters Score -3886910 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3887053.750000 Penalty: 5075.179199
	Iteration 17Q: 3 clusters Score -3887054 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3887177.500000 Penalty: 5075.179199
	Iteration 18Q: 3 clusters Score -3887178 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3887253.000000 Penalty: 5075.179199
	Iteration 19Q: 3 clusters Score -3887253 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3887303.750000 Penalty: 5075.179199
	Iteration 20F: 3 clusters Score -3887304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3887339.500000 Penalty: 5075.179199
	Iteration 21Q: 3 clusters Score -3887340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3887365.000000 Penalty: 5075.179199
	Iteration 22Q: 3 clusters Score -3887365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3887377.750000 Penalty: 5075.179199
	Iteration 23Q: 3 clusters Score -3887378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3887387.750000 Penalty: 5075.179199
	Iteration 24Q: 3 clusters Score -3887388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3887388.750000 Penalty: 5075.179199
	Iteration 25Q: 3 clusters Score -3887389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3887395.500000 Penalty: 5075.179199
	Iteration 26Q: 3 clusters Score -3887396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3887400.000000 Penalty: 5075.179199
	Iteration 27Q: 3 clusters Score -3887400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3887400.000000 Penalty: 5075.179199
	Iteration 28Q: 3 clusters Score -3887400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3887398.750000 Penalty: 5075.179199
	Iteration 29Q: 3 clusters Score -3887399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3887399.000000 Penalty: 5075.179199
	Iteration 30Q: 3 clusters Score -3887399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3887400.250000 Penalty: 5075.179199
	Iteration 31Q: 3 clusters Score -3887400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3887400.250000 Penalty: 5075.179199
	Iteration 32F: 3 clusters Score -3887400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Entering Unmasked Estep 
Score: -1164705.375000 Penalty: 2240.599854
	Iteration 0F: 2 clusters Score -1164705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1158014.250000 Penalty: 4481.199707
	Iteration 0F: 3 clusters Score -1158014 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1159861.375000 Penalty: 4481.199707
	Iteration 1F: 3 clusters Score -1159861 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1160137.625000 Penalty: 4481.199707
	Iteration 2F: 3 clusters Score -1160138 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1160324.375000 Penalty: 4481.199707
	Iteration 3Q: 3 clusters Score -1160324 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1160490.375000 Penalty: 4481.199707
	Iteration 4Q: 3 clusters Score -1160490 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1160648.875000 Penalty: 4481.199707
	Iteration 5Q: 3 clusters Score -1160649 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1160834.875000 Penalty: 4481.199707
	Iteration 6Q: 3 clusters Score -1160835 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1161046.000000 Penalty: 4481.199707
	Iteration 7Q: 3 clusters Score -1161046 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1161275.250000 Penalty: 4481.199707
	Iteration 8Q: 3 clusters Score -1161275 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1161498.625000 Penalty: 4481.199707
	Iteration 9Q: 3 clusters Score -1161499 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1161736.750000 Penalty: 4481.199707
	Iteration 10Q: 3 clusters Score -1161737 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1161961.750000 Penalty: 4481.199707
	Iteration 11Q: 3 clusters Score -1161962 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1162147.500000 Penalty: 4481.199707
	Iteration 12Q: 3 clusters Score -1162148 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1162290.125000 Penalty: 4481.199707
	Iteration 13Q: 3 clusters Score -1162290 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1162400.250000 Penalty: 4481.199707
	Iteration 14Q: 3 clusters Score -1162400 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1162485.500000 Penalty: 4481.199707
	Iteration 15Q: 3 clusters Score -1162486 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1162543.625000 Penalty: 4481.199707
	Iteration 16Q: 3 clusters Score -1162544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1162586.875000 Penalty: 4481.199707
	Iteration 17Q: 3 clusters Score -1162587 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1162611.500000 Penalty: 4481.199707
	Iteration 18Q: 3 clusters Score -1162612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1162637.375000 Penalty: 4481.199707
	Iteration 19Q: 3 clusters Score -1162637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1162659.750000 Penalty: 4481.199707
	Iteration 20F: 3 clusters Score -1162660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1162674.375000 Penalty: 4481.199707
	Iteration 21Q: 3 clusters Score -1162674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1162684.625000 Penalty: 4481.199707
	Iteration 22Q: 3 clusters Score -1162685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1162694.000000 Penalty: 4481.199707
	Iteration 23Q: 3 clusters Score -1162694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1162704.500000 Penalty: 4481.199707
	Iteration 24Q: 3 clusters Score -1162704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1162712.250000 Penalty: 4481.199707
	Iteration 25Q: 3 clusters Score -1162712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1162728.125000 Penalty: 4481.199707
	Iteration 26Q: 3 clusters Score -1162728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1162739.625000 Penalty: 4481.199707
	Iteration 27Q: 3 clusters Score -1162740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1162750.250000 Penalty: 4481.199707
	Iteration 28Q: 3 clusters Score -1162750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1162754.000000 Penalty: 4481.199707
	Iteration 29Q: 3 clusters Score -1162754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1162760.750000 Penalty: 4481.199707
	Iteration 30Q: 3 clusters Score -1162761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1162762.875000 Penalty: 4481.199707
	Iteration 31Q: 3 clusters Score -1162763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1162765.750000 Penalty: 4481.199707
	Iteration 32Q: 3 clusters Score -1162766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1162771.750000 Penalty: 4481.199707
	Iteration 33Q: 3 clusters Score -1162772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1162779.875000 Penalty: 4481.199707
	Iteration 34Q: 3 clusters Score -1162780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1162788.625000 Penalty: 4481.199707
	Iteration 35Q: 3 clusters Score -1162789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1162787.500000 Penalty: 4481.199707
	Iteration 36Q: 3 clusters Score -1162788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1162788.125000 Penalty: 4481.199707
	Iteration 37Q: 3 clusters Score -1162788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1162789.875000 Penalty: 4481.199707
	Iteration 38Q: 3 clusters Score -1162790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1162789.875000 Penalty: 4481.199707
	Iteration 39F: 3 clusters Score -1162790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (296614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296614 members 
Entering Unmasked Estep 
Score: -40642384.000000 Penalty: 3124.846436
	Iteration 0F: 2 clusters Score -4.064238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148357 members 
Mstep: Class 2 contains 148257 members 
Entering Unmasked Estep 
Score: -40468516.000000 Penalty: 6249.692871
	Iteration 0F: 3 clusters Score -4.046852e+07 nChanged 143483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150292 members 
Mstep: Class 2 contains 146322 members 
Entering Unmasked Estep 
Score: -40554032.000000 Penalty: 6249.692871
	Iteration 1F: 3 clusters Score -4.055403e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151814 members 
Mstep: Class 2 contains 144800 members 
Entering Unmasked Estep 
Score: -40555324.000000 Penalty: 6249.692871
	Iteration 2Q: 3 clusters Score -4.055532e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154261 members 
Mstep: Class 2 contains 142353 members 
Entering Unmasked Estep 
Score: -40556800.000000 Penalty: 6249.692871
	Iteration 3Q: 3 clusters Score -4.05568e+07 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157949 members 
Mstep: Class 2 contains 138665 members 
Entering Unmasked Estep 
Score: -40558424.000000 Penalty: 6249.692871
	Iteration 4Q: 3 clusters Score -4.055842e+07 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163751 members 
Mstep: Class 2 contains 132863 members 
Entering Unmasked Estep 
Score: -40560724.000000 Penalty: 6249.692871
	Iteration 5Q: 3 clusters Score -4.056072e+07 nChanged 11716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172857 members 
Mstep: Class 2 contains 123757 members 
Entering Unmasked Estep 
Score: -40565348.000000 Penalty: 6249.692871
	Iteration 6Q: 3 clusters Score -4.056535e+07 nChanged 14872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186233 members 
Mstep: Class 2 contains 110381 members 
Entering Unmasked Estep 
Score: -40572764.000000 Penalty: 6249.692871
	Iteration 7F: 3 clusters Score -4.057276e+07 nChanged 18967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204486 members 
Mstep: Class 2 contains 92128 members 
Entering Unmasked Estep 
Score: -40584644.000000 Penalty: 6249.692871
	Iteration 8F: 3 clusters Score -4.058464e+07 nChanged 23216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227470 members 
Mstep: Class 2 contains 69144 members 
Entering Unmasked Estep 
Score: -40601092.000000 Penalty: 6249.692871
	Iteration 9F: 3 clusters Score -4.060109e+07 nChanged 24332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251764 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -40615904.000000 Penalty: 6249.692871
	Iteration 10F: 3 clusters Score -4.06159e+07 nChanged 19016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270746 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -40626520.000000 Penalty: 6249.692871
	Iteration 11F: 3 clusters Score -4.062652e+07 nChanged 11463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282185 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -40632736.000000 Penalty: 6249.692871
	Iteration 12Q: 3 clusters Score -4.063274e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287979 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -40635972.000000 Penalty: 6249.692871
	Iteration 13Q: 3 clusters Score -4.063597e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290916 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -40637620.000000 Penalty: 6249.692871
	Iteration 14Q: 3 clusters Score -4.063762e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292486 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -40638672.000000 Penalty: 6249.692871
	Iteration 15Q: 3 clusters Score -4.063867e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293400 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -40639084.000000 Penalty: 6249.692871
	Iteration 16Q: 3 clusters Score -4.063908e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293990 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -40639468.000000 Penalty: 6249.692871
	Iteration 17Q: 3 clusters Score -4.063947e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294370 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -40639724.000000 Penalty: 6249.692871
	Iteration 18Q: 3 clusters Score -4.063972e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294625 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -40639988.000000 Penalty: 6249.692871
	Iteration 19Q: 3 clusters Score -4.063999e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294794 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -40640064.000000 Penalty: 6249.692871
	Iteration 20F: 3 clusters Score -4.064006e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294905 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -40640092.000000 Penalty: 6249.692871
	Iteration 21Q: 3 clusters Score -4.064009e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294988 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -40640068.000000 Penalty: 6249.692871
	Iteration 22Q: 3 clusters Score -4.064007e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295053 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -40640064.000000 Penalty: 6249.692871
	Iteration 23Q: 3 clusters Score -4.064006e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295109 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -40640036.000000 Penalty: 6249.692871
	Iteration 24Q: 3 clusters Score -4.064004e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295148 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -40640044.000000 Penalty: 6249.692871
	Iteration 25Q: 3 clusters Score -4.064004e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295175 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -40640072.000000 Penalty: 6249.692871
	Iteration 26Q: 3 clusters Score -4.064007e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295201 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -40640120.000000 Penalty: 6249.692871
	Iteration 27Q: 3 clusters Score -4.064012e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295218 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -40640152.000000 Penalty: 6249.692871
	Iteration 28Q: 3 clusters Score -4.064015e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295236 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -40640152.000000 Penalty: 6249.692871
	Iteration 29Q: 3 clusters Score -4.064015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295249 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -40640152.000000 Penalty: 6249.692871
	Iteration 30Q: 3 clusters Score -4.064015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295254 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -40640144.000000 Penalty: 6249.692871
	Iteration 31Q: 3 clusters Score -4.064014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295257 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -40640124.000000 Penalty: 6249.692871
	Iteration 32Q: 3 clusters Score -4.064012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295266 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -40640156.000000 Penalty: 6249.692871
	Iteration 33Q: 3 clusters Score -4.064016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295272 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -40640136.000000 Penalty: 6249.692871
	Iteration 34Q: 3 clusters Score -4.064014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295276 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -40640128.000000 Penalty: 6249.692871
	Iteration 35Q: 3 clusters Score -4.064013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295279 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -40640144.000000 Penalty: 6249.692871
	Iteration 36Q: 3 clusters Score -4.064014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295280 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -40640144.000000 Penalty: 6249.692871
	Iteration 37Q: 3 clusters Score -4.064014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295279 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -40640136.000000 Penalty: 6249.692871
	Iteration 38Q: 3 clusters Score -4.064014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295280 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -40640148.000000 Penalty: 6249.692871
	Iteration 39Q: 3 clusters Score -4.064015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295283 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -40640156.000000 Penalty: 6249.692871
	Iteration 40F: 3 clusters Score -4.064016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295286 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -40640152.000000 Penalty: 6249.692871
	Iteration 41Q: 3 clusters Score -4.064015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295289 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -40640176.000000 Penalty: 6249.692871
	Iteration 42Q: 3 clusters Score -4.064018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295292 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -40640172.000000 Penalty: 6249.692871
	Iteration 43Q: 3 clusters Score -4.064017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295296 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -40640184.000000 Penalty: 6249.692871
	Iteration 44Q: 3 clusters Score -4.064018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295300 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -40640180.000000 Penalty: 6249.692871
	Iteration 45Q: 3 clusters Score -4.064018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295305 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -40640180.000000 Penalty: 6249.692871
	Iteration 46Q: 3 clusters Score -4.064018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295307 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -40640184.000000 Penalty: 6249.692871
	Iteration 47Q: 3 clusters Score -4.064018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295312 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -40640160.000000 Penalty: 6249.692871
	Iteration 48Q: 3 clusters Score -4.064016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295316 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -40640176.000000 Penalty: 6249.692871
	Iteration 49Q: 3 clusters Score -4.064018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295325 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -40640156.000000 Penalty: 6249.692871
	Iteration 50Q: 3 clusters Score -4.064016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295329 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -40640160.000000 Penalty: 6249.692871
	Iteration 51Q: 3 clusters Score -4.064016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295331 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -40640184.000000 Penalty: 6249.692871
	Iteration 52Q: 3 clusters Score -4.064018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295335 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -40640188.000000 Penalty: 6249.692871
	Iteration 53Q: 3 clusters Score -4.064019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295339 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -40640176.000000 Penalty: 6249.692871
	Iteration 54Q: 3 clusters Score -4.064018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295339 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -40640180.000000 Penalty: 6249.692871
	Iteration 55Q: 3 clusters Score -4.064018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295338 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -40640148.000000 Penalty: 6249.692871
	Iteration 56Q: 3 clusters Score -4.064015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295341 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -40640148.000000 Penalty: 6249.692871
	Iteration 57Q: 3 clusters Score -4.064015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295342 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -40640136.000000 Penalty: 6249.692871
	Iteration 58Q: 3 clusters Score -4.064014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295345 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -40640160.000000 Penalty: 6249.692871
	Iteration 59Q: 3 clusters Score -4.064016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295348 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -40640164.000000 Penalty: 6249.692871
	Iteration 60F: 3 clusters Score -4.064016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295347 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -40640156.000000 Penalty: 6249.692871
	Iteration 61Q: 3 clusters Score -4.064016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295349 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -40640128.000000 Penalty: 6249.692871
	Iteration 62Q: 3 clusters Score -4.064013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295353 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -40640148.000000 Penalty: 6249.692871
	Iteration 63Q: 3 clusters Score -4.064015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295354 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -40640148.000000 Penalty: 6249.692871
	Iteration 64Q: 3 clusters Score -4.064015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295355 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -40640132.000000 Penalty: 6249.692871
	Iteration 65Q: 3 clusters Score -4.064013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295356 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -40640160.000000 Penalty: 6249.692871
	Iteration 66Q: 3 clusters Score -4.064016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295356 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -40640160.000000 Penalty: 6249.692871
	Iteration 67F: 3 clusters Score -4.064016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (226312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226312 members 
Entering Unmasked Estep 
Score: -31542322.000000 Penalty: 3057.758057
	Iteration 0F: 2 clusters Score -3.154232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113100 members 
Mstep: Class 2 contains 113212 members 
Entering Unmasked Estep 
Score: -31409816.000000 Penalty: 6115.516113
	Iteration 0F: 3 clusters Score -3.140982e+07 nChanged 108970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111106 members 
Mstep: Class 2 contains 115206 members 
Entering Unmasked Estep 
Score: -31474634.000000 Penalty: 6115.516113
	Iteration 1F: 3 clusters Score -3.147463e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109405 members 
Mstep: Class 2 contains 116907 members 
Entering Unmasked Estep 
Score: -31475892.000000 Penalty: 6115.516113
	Iteration 2Q: 3 clusters Score -3.147589e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106746 members 
Mstep: Class 2 contains 119566 members 
Entering Unmasked Estep 
Score: -31477516.000000 Penalty: 6115.516113
	Iteration 3Q: 3 clusters Score -3.147752e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 123461 members 
Entering Unmasked Estep 
Score: -31480234.000000 Penalty: 6115.516113
	Iteration 4Q: 3 clusters Score -3.148023e+07 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97549 members 
Mstep: Class 2 contains 128763 members 
Entering Unmasked Estep 
Score: -31484206.000000 Penalty: 6115.516113
	Iteration 5Q: 3 clusters Score -3.148421e+07 nChanged 12319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90942 members 
Mstep: Class 2 contains 135370 members 
Entering Unmasked Estep 
Score: -31489122.000000 Penalty: 6115.516113
	Iteration 6F: 3 clusters Score -3.148912e+07 nChanged 13085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84131 members 
Mstep: Class 2 contains 142181 members 
Entering Unmasked Estep 
Score: -31494452.000000 Penalty: 6115.516113
	Iteration 7F: 3 clusters Score -3.149445e+07 nChanged 12522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78211 members 
Mstep: Class 2 contains 148101 members 
Entering Unmasked Estep 
Score: -31499518.000000 Penalty: 6115.516113
	Iteration 8F: 3 clusters Score -3.149952e+07 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73898 members 
Mstep: Class 2 contains 152414 members 
Entering Unmasked Estep 
Score: -31504350.000000 Penalty: 6115.516113
	Iteration 9Q: 3 clusters Score -3.150435e+07 nChanged 10063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71585 members 
Mstep: Class 2 contains 154727 members 
Entering Unmasked Estep 
Score: -31509122.000000 Penalty: 6115.516113
	Iteration 10Q: 3 clusters Score -3.150912e+07 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 155204 members 
Entering Unmasked Estep 
Score: -31514302.000000 Penalty: 6115.516113
	Iteration 11Q: 3 clusters Score -3.15143e+07 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 154366 members 
Entering Unmasked Estep 
Score: -31518628.000000 Penalty: 6115.516113
	Iteration 12Q: 3 clusters Score -3.151863e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73082 members 
Mstep: Class 2 contains 153230 members 
Entering Unmasked Estep 
Score: -31521058.000000 Penalty: 6115.516113
	Iteration 13Q: 3 clusters Score -3.152106e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74129 members 
Mstep: Class 2 contains 152183 members 
Entering Unmasked Estep 
Score: -31521890.000000 Penalty: 6115.516113
	Iteration 14Q: 3 clusters Score -3.152189e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75150 members 
Mstep: Class 2 contains 151162 members 
Entering Unmasked Estep 
Score: -31522090.000000 Penalty: 6115.516113
	Iteration 15Q: 3 clusters Score -3.152209e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 150077 members 
Entering Unmasked Estep 
Score: -31522210.000000 Penalty: 6115.516113
	Iteration 16Q: 3 clusters Score -3.152221e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77384 members 
Mstep: Class 2 contains 148928 members 
Entering Unmasked Estep 
Score: -31522334.000000 Penalty: 6115.516113
	Iteration 17Q: 3 clusters Score -3.152233e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78517 members 
Mstep: Class 2 contains 147795 members 
Entering Unmasked Estep 
Score: -31522232.000000 Penalty: 6115.516113
	Iteration 18Q: 3 clusters Score -3.152223e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79740 members 
Mstep: Class 2 contains 146572 members 
Entering Unmasked Estep 
Score: -31522326.000000 Penalty: 6115.516113
	Iteration 19Q: 3 clusters Score -3.152233e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80964 members 
Mstep: Class 2 contains 145348 members 
Entering Unmasked Estep 
Score: -31522308.000000 Penalty: 6115.516113
	Iteration 20F: 3 clusters Score -3.152231e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82230 members 
Mstep: Class 2 contains 144082 members 
Entering Unmasked Estep 
Score: -31522286.000000 Penalty: 6115.516113
	Iteration 21Q: 3 clusters Score -3.152229e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83506 members 
Mstep: Class 2 contains 142806 members 
Entering Unmasked Estep 
Score: -31522418.000000 Penalty: 6115.516113
	Iteration 22Q: 3 clusters Score -3.152242e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 141510 members 
Entering Unmasked Estep 
Score: -31522478.000000 Penalty: 6115.516113
	Iteration 23Q: 3 clusters Score -3.152248e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86155 members 
Mstep: Class 2 contains 140157 members 
Entering Unmasked Estep 
Score: -31522510.000000 Penalty: 6115.516113
	Iteration 24Q: 3 clusters Score -3.152251e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87457 members 
Mstep: Class 2 contains 138855 members 
Entering Unmasked Estep 
Score: -31522612.000000 Penalty: 6115.516113
	Iteration 25Q: 3 clusters Score -3.152261e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 137528 members 
Entering Unmasked Estep 
Score: -31522742.000000 Penalty: 6115.516113
	Iteration 26Q: 3 clusters Score -3.152274e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90159 members 
Mstep: Class 2 contains 136153 members 
Entering Unmasked Estep 
Score: -31522878.000000 Penalty: 6115.516113
	Iteration 27Q: 3 clusters Score -3.152288e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91554 members 
Mstep: Class 2 contains 134758 members 
Entering Unmasked Estep 
Score: -31523000.000000 Penalty: 6115.516113
	Iteration 28Q: 3 clusters Score -3.1523e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92919 members 
Mstep: Class 2 contains 133393 members 
Entering Unmasked Estep 
Score: -31522990.000000 Penalty: 6115.516113
	Iteration 29Q: 3 clusters Score -3.152299e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94302 members 
Mstep: Class 2 contains 132010 members 
Entering Unmasked Estep 
Score: -31523116.000000 Penalty: 6115.516113
	Iteration 30Q: 3 clusters Score -3.152312e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95635 members 
Mstep: Class 2 contains 130677 members 
Entering Unmasked Estep 
Score: -31523280.000000 Penalty: 6115.516113
	Iteration 31Q: 3 clusters Score -3.152328e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97054 members 
Mstep: Class 2 contains 129258 members 
Entering Unmasked Estep 
Score: -31523352.000000 Penalty: 6115.516113
	Iteration 32Q: 3 clusters Score -3.152335e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98439 members 
Mstep: Class 2 contains 127873 members 
Entering Unmasked Estep 
Score: -31523406.000000 Penalty: 6115.516113
	Iteration 33Q: 3 clusters Score -3.152341e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99769 members 
Mstep: Class 2 contains 126543 members 
Entering Unmasked Estep 
Score: -31523536.000000 Penalty: 6115.516113
	Iteration 34Q: 3 clusters Score -3.152354e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101015 members 
Mstep: Class 2 contains 125297 members 
Entering Unmasked Estep 
Score: -31523670.000000 Penalty: 6115.516113
	Iteration 35Q: 3 clusters Score -3.152367e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102289 members 
Mstep: Class 2 contains 124023 members 
Entering Unmasked Estep 
Score: -31523894.000000 Penalty: 6115.516113
	Iteration 36Q: 3 clusters Score -3.152389e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103543 members 
Mstep: Class 2 contains 122769 members 
Entering Unmasked Estep 
Score: -31524142.000000 Penalty: 6115.516113
	Iteration 37Q: 3 clusters Score -3.152414e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104803 members 
Mstep: Class 2 contains 121509 members 
Entering Unmasked Estep 
Score: -31524420.000000 Penalty: 6115.516113
	Iteration 38Q: 3 clusters Score -3.152442e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106031 members 
Mstep: Class 2 contains 120281 members 
Entering Unmasked Estep 
Score: -31524738.000000 Penalty: 6115.516113
	Iteration 39Q: 3 clusters Score -3.152474e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107246 members 
Mstep: Class 2 contains 119066 members 
Entering Unmasked Estep 
Score: -31525164.000000 Penalty: 6115.516113
	Iteration 40F: 3 clusters Score -3.152516e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108482 members 
Mstep: Class 2 contains 117830 members 
Entering Unmasked Estep 
Score: -31525582.000000 Penalty: 6115.516113
	Iteration 41Q: 3 clusters Score -3.152558e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109664 members 
Mstep: Class 2 contains 116648 members 
Entering Unmasked Estep 
Score: -31526042.000000 Penalty: 6115.516113
	Iteration 42Q: 3 clusters Score -3.152604e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110865 members 
Mstep: Class 2 contains 115447 members 
Entering Unmasked Estep 
Score: -31526472.000000 Penalty: 6115.516113
	Iteration 43Q: 3 clusters Score -3.152647e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112128 members 
Mstep: Class 2 contains 114184 members 
Entering Unmasked Estep 
Score: -31526950.000000 Penalty: 6115.516113
	Iteration 44Q: 3 clusters Score -3.152695e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113572 members 
Mstep: Class 2 contains 112740 members 
Entering Unmasked Estep 
Score: -31527502.000000 Penalty: 6115.516113
	Iteration 45Q: 3 clusters Score -3.15275e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115146 members 
Mstep: Class 2 contains 111166 members 
Entering Unmasked Estep 
Score: -31528018.000000 Penalty: 6115.516113
	Iteration 46Q: 3 clusters Score -3.152802e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117046 members 
Mstep: Class 2 contains 109266 members 
Entering Unmasked Estep 
Score: -31528602.000000 Penalty: 6115.516113
	Iteration 47Q: 3 clusters Score -3.15286e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119255 members 
Mstep: Class 2 contains 107057 members 
Entering Unmasked Estep 
Score: -31529314.000000 Penalty: 6115.516113
	Iteration 48Q: 3 clusters Score -3.152931e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121805 members 
Mstep: Class 2 contains 104507 members 
Entering Unmasked Estep 
Score: -31530050.000000 Penalty: 6115.516113
	Iteration 49Q: 3 clusters Score -3.153005e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124554 members 
Mstep: Class 2 contains 101758 members 
Entering Unmasked Estep 
Score: -31530896.000000 Penalty: 6115.516113
	Iteration 50Q: 3 clusters Score -3.15309e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127599 members 
Mstep: Class 2 contains 98713 members 
Entering Unmasked Estep 
Score: -31531850.000000 Penalty: 6115.516113
	Iteration 51Q: 3 clusters Score -3.153185e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130761 members 
Mstep: Class 2 contains 95551 members 
Entering Unmasked Estep 
Score: -31532670.000000 Penalty: 6115.516113
	Iteration 52Q: 3 clusters Score -3.153267e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134037 members 
Mstep: Class 2 contains 92275 members 
Entering Unmasked Estep 
Score: -31533596.000000 Penalty: 6115.516113
	Iteration 53Q: 3 clusters Score -3.15336e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137369 members 
Mstep: Class 2 contains 88943 members 
Entering Unmasked Estep 
Score: -31534194.000000 Penalty: 6115.516113
	Iteration 54Q: 3 clusters Score -3.153419e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140656 members 
Mstep: Class 2 contains 85656 members 
Entering Unmasked Estep 
Score: -31534570.000000 Penalty: 6115.516113
	Iteration 55Q: 3 clusters Score -3.153457e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143904 members 
Mstep: Class 2 contains 82408 members 
Entering Unmasked Estep 
Score: -31534878.000000 Penalty: 6115.516113
	Iteration 56Q: 3 clusters Score -3.153488e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147081 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -31535048.000000 Penalty: 6115.516113
	Iteration 57Q: 3 clusters Score -3.153505e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150257 members 
Mstep: Class 2 contains 76055 members 
Entering Unmasked Estep 
Score: -31535392.000000 Penalty: 6115.516113
	Iteration 58Q: 3 clusters Score -3.153539e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153556 members 
Mstep: Class 2 contains 72756 members 
Entering Unmasked Estep 
Score: -31535718.000000 Penalty: 6115.516113
	Iteration 59Q: 3 clusters Score -3.153572e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156849 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -31536506.000000 Penalty: 6115.516113
	Iteration 60F: 3 clusters Score -3.153651e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160765 members 
Mstep: Class 2 contains 65547 members 
Entering Unmasked Estep 
Score: -31536812.000000 Penalty: 6115.516113
	Iteration 61Q: 3 clusters Score -3.153681e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164638 members 
Mstep: Class 2 contains 61674 members 
Entering Unmasked Estep 
Score: -31537214.000000 Penalty: 6115.516113
	Iteration 62Q: 3 clusters Score -3.153721e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168517 members 
Mstep: Class 2 contains 57795 members 
Entering Unmasked Estep 
Score: -31537594.000000 Penalty: 6115.516113
	Iteration 63Q: 3 clusters Score -3.153759e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172426 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -31537806.000000 Penalty: 6115.516113
	Iteration 64Q: 3 clusters Score -3.153781e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176245 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -31537982.000000 Penalty: 6115.516113
	Iteration 65Q: 3 clusters Score -3.153798e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179935 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -31538238.000000 Penalty: 6115.516113
	Iteration 66Q: 3 clusters Score -3.153824e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183501 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -31538382.000000 Penalty: 6115.516113
	Iteration 67Q: 3 clusters Score -3.153838e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186903 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -31538682.000000 Penalty: 6115.516113
	Iteration 68Q: 3 clusters Score -3.153868e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190262 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -31539014.000000 Penalty: 6115.516113
	Iteration 69Q: 3 clusters Score -3.153901e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193580 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -31539232.000000 Penalty: 6115.516113
	Iteration 70Q: 3 clusters Score -3.153923e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196685 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -31539390.000000 Penalty: 6115.516113
	Iteration 71Q: 3 clusters Score -3.153939e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199553 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -31539514.000000 Penalty: 6115.516113
	Iteration 72Q: 3 clusters Score -3.153951e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202217 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -31539666.000000 Penalty: 6115.516113
	Iteration 73Q: 3 clusters Score -3.153967e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204551 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -31539804.000000 Penalty: 6115.516113
	Iteration 74Q: 3 clusters Score -3.15398e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206601 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -31539860.000000 Penalty: 6115.516113
	Iteration 75Q: 3 clusters Score -3.153986e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208351 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -31539844.000000 Penalty: 6115.516113
	Iteration 76Q: 3 clusters Score -3.153984e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209892 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -31539696.000000 Penalty: 6115.516113
	Iteration 77Q: 3 clusters Score -3.15397e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211247 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -31539636.000000 Penalty: 6115.516113
	Iteration 78Q: 3 clusters Score -3.153964e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212356 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -31539726.000000 Penalty: 6115.516113
	Iteration 79Q: 3 clusters Score -3.153973e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213243 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -31540238.000000 Penalty: 6115.516113
	Iteration 80F: 3 clusters Score -3.154024e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214418 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -31540686.000000 Penalty: 6115.516113
	Iteration 81Q: 3 clusters Score -3.154069e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215443 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -31541152.000000 Penalty: 6115.516113
	Iteration 82Q: 3 clusters Score -3.154115e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216304 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -31541350.000000 Penalty: 6115.516113
	Iteration 83Q: 3 clusters Score -3.154135e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217021 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -31541538.000000 Penalty: 6115.516113
	Iteration 84Q: 3 clusters Score -3.154154e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217583 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -31541644.000000 Penalty: 6115.516113
	Iteration 85Q: 3 clusters Score -3.154164e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218055 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -31541818.000000 Penalty: 6115.516113
	Iteration 86Q: 3 clusters Score -3.154182e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218449 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -31541858.000000 Penalty: 6115.516113
	Iteration 87Q: 3 clusters Score -3.154186e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218782 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -31541838.000000 Penalty: 6115.516113
	Iteration 88Q: 3 clusters Score -3.154184e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219035 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -31541820.000000 Penalty: 6115.516113
	Iteration 89Q: 3 clusters Score -3.154182e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219248 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -31541772.000000 Penalty: 6115.516113
	Iteration 90Q: 3 clusters Score -3.154177e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219424 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -31541788.000000 Penalty: 6115.516113
	Iteration 91Q: 3 clusters Score -3.154179e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219568 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -31541720.000000 Penalty: 6115.516113
	Iteration 92Q: 3 clusters Score -3.154172e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219697 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -31541686.000000 Penalty: 6115.516113
	Iteration 93Q: 3 clusters Score -3.154169e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219816 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -31541694.000000 Penalty: 6115.516113
	Iteration 94Q: 3 clusters Score -3.154169e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219922 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -31541760.000000 Penalty: 6115.516113
	Iteration 95Q: 3 clusters Score -3.154176e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220028 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -31541814.000000 Penalty: 6115.516113
	Iteration 96Q: 3 clusters Score -3.154181e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220128 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -31541816.000000 Penalty: 6115.516113
	Iteration 97Q: 3 clusters Score -3.154182e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220220 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -31541768.000000 Penalty: 6115.516113
	Iteration 98Q: 3 clusters Score -3.154177e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220292 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -31541764.000000 Penalty: 6115.516113
	Iteration 99Q: 3 clusters Score -3.154176e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220362 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -31541780.000000 Penalty: 6115.516113
	Iteration 100F: 3 clusters Score -3.154178e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220416 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -31541766.000000 Penalty: 6115.516113
	Iteration 101Q: 3 clusters Score -3.154177e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220464 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -31541798.000000 Penalty: 6115.516113
	Iteration 102Q: 3 clusters Score -3.15418e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220513 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -31541768.000000 Penalty: 6115.516113
	Iteration 103Q: 3 clusters Score -3.154177e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220560 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -31541754.000000 Penalty: 6115.516113
	Iteration 104Q: 3 clusters Score -3.154175e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220594 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -31541736.000000 Penalty: 6115.516113
	Iteration 105Q: 3 clusters Score -3.154174e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220625 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -31541724.000000 Penalty: 6115.516113
	Iteration 106Q: 3 clusters Score -3.154172e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220653 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -31541744.000000 Penalty: 6115.516113
	Iteration 107Q: 3 clusters Score -3.154174e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220669 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -31541768.000000 Penalty: 6115.516113
	Iteration 108Q: 3 clusters Score -3.154177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220680 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -31541776.000000 Penalty: 6115.516113
	Iteration 109Q: 3 clusters Score -3.154178e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220693 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -31541782.000000 Penalty: 6115.516113
	Iteration 110Q: 3 clusters Score -3.154178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220705 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -31541766.000000 Penalty: 6115.516113
	Iteration 111Q: 3 clusters Score -3.154177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220718 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -31541762.000000 Penalty: 6115.516113
	Iteration 112Q: 3 clusters Score -3.154176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220726 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -31541770.000000 Penalty: 6115.516113
	Iteration 113Q: 3 clusters Score -3.154177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220733 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -31541766.000000 Penalty: 6115.516113
	Iteration 114Q: 3 clusters Score -3.154177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220739 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -31541762.000000 Penalty: 6115.516113
	Iteration 115Q: 3 clusters Score -3.154176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220742 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -31541746.000000 Penalty: 6115.516113
	Iteration 116Q: 3 clusters Score -3.154175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220746 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -31541744.000000 Penalty: 6115.516113
	Iteration 117Q: 3 clusters Score -3.154174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220750 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -31541744.000000 Penalty: 6115.516113
	Iteration 118Q: 3 clusters Score -3.154174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220755 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -31541760.000000 Penalty: 6115.516113
	Iteration 119Q: 3 clusters Score -3.154176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220761 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -31541762.000000 Penalty: 6115.516113
	Iteration 120F: 3 clusters Score -3.154176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220773 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -31541772.000000 Penalty: 6115.516113
	Iteration 121Q: 3 clusters Score -3.154177e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220787 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -31541780.000000 Penalty: 6115.516113
	Iteration 122Q: 3 clusters Score -3.154178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220805 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -31541794.000000 Penalty: 6115.516113
	Iteration 123Q: 3 clusters Score -3.154179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220815 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -31541796.000000 Penalty: 6115.516113
	Iteration 124Q: 3 clusters Score -3.15418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220822 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -31541770.000000 Penalty: 6115.516113
	Iteration 125Q: 3 clusters Score -3.154177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220828 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -31541750.000000 Penalty: 6115.516113
	Iteration 126Q: 3 clusters Score -3.154175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220832 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -31541762.000000 Penalty: 6115.516113
	Iteration 127Q: 3 clusters Score -3.154176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220834 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -31541768.000000 Penalty: 6115.516113
	Iteration 128Q: 3 clusters Score -3.154177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220835 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -31541764.000000 Penalty: 6115.516113
	Iteration 129Q: 3 clusters Score -3.154176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220838 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -31541768.000000 Penalty: 6115.516113
	Iteration 130Q: 3 clusters Score -3.154177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220839 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -31541782.000000 Penalty: 6115.516113
	Iteration 131Q: 3 clusters Score -3.154178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220842 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -31541786.000000 Penalty: 6115.516113
	Iteration 132Q: 3 clusters Score -3.154179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220845 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -31541796.000000 Penalty: 6115.516113
	Iteration 133Q: 3 clusters Score -3.15418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220846 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -31541792.000000 Penalty: 6115.516113
	Iteration 134Q: 3 clusters Score -3.154179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220846 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -31541792.000000 Penalty: 6115.516113
	Iteration 135F: 3 clusters Score -3.154179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Entering Unmasked Estep 
Score: -197566.781250 Penalty: 1846.028564
	Iteration 0F: 2 clusters Score -197566.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -195372.531250 Penalty: 3692.057129
	Iteration 0F: 3 clusters Score -195372.5 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -197304.890625 Penalty: 3692.057129
	Iteration 1F: 3 clusters Score -197304.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -199766.515625 Penalty: 3692.057129
	Iteration 2F: 3 clusters Score -199766.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -202740.609375 Penalty: 3692.057129
	Iteration 3F: 3 clusters Score -202740.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -204750.281250 Penalty: 3692.057129
	Iteration 4F: 3 clusters Score -204750.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -204872.000000 Penalty: 3692.057129
	Iteration 5Q: 3 clusters Score -204872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -204873.406250 Penalty: 3692.057129
	Iteration 6Q: 3 clusters Score -204873.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -204874.640625 Penalty: 3692.057129
	Iteration 7Q: 3 clusters Score -204874.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -204874.640625 Penalty: 3692.057129
	Iteration 8F: 3 clusters Score -204874.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 3 contains 17388 members 
Mstep: Class 5 contains 27784 members 
Mstep: Class 6 contains 8389 members 
Mstep: Class 7 contains 296614 members 
Mstep: Class 8 contains 226312 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 182902 members 
Mstep: Class 11 contains 35470 members 
Mstep: Class 12 contains 20560 members 
Mstep: Class 14 contains 10891 members 
Mstep: Class 15 contains 21799 members 
Mstep: Class 16 contains 255 members 
Mstep: Class 17 contains 42885 members 
Mstep: Class 18 contains 101492 members 
Mstep: Class 19 contains 2740 members 
Entering Unmasked Estep 
Score: -135766272.000000 Penalty: 54808.906250
Splitting cluster 9 changes total score from -135760736.000000 to -135766272.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 10 (182902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182902 members 
Entering Unmasked Estep 
Score: -25529496.000000 Penalty: 3004.943115
	Iteration 0F: 2 clusters Score -2.55295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91125 members 
Mstep: Class 2 contains 91777 members 
Entering Unmasked Estep 
Score: -25416388.000000 Penalty: 6009.886230
	Iteration 0F: 3 clusters Score -2.541639e+07 nChanged 87271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85106 members 
Mstep: Class 2 contains 97796 members 
Entering Unmasked Estep 
Score: -25467960.000000 Penalty: 6009.886230
	Iteration 1F: 3 clusters Score -2.546796e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81001 members 
Mstep: Class 2 contains 101901 members 
Entering Unmasked Estep 
Score: -25470174.000000 Penalty: 6009.886230
	Iteration 2Q: 3 clusters Score -2.547017e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74529 members 
Mstep: Class 2 contains 108373 members 
Entering Unmasked Estep 
Score: -25473870.000000 Penalty: 6009.886230
	Iteration 3Q: 3 clusters Score -2.547387e+07 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 117752 members 
Entering Unmasked Estep 
Score: -25480750.000000 Penalty: 6009.886230
	Iteration 4F: 3 clusters Score -2.548075e+07 nChanged 14445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 130209 members 
Entering Unmasked Estep 
Score: -25490982.000000 Penalty: 6009.886230
	Iteration 5F: 3 clusters Score -2.549098e+07 nChanged 15328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 143987 members 
Entering Unmasked Estep 
Score: -25503322.000000 Penalty: 6009.886230
	Iteration 6F: 3 clusters Score -2.550332e+07 nChanged 12596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 155489 members 
Entering Unmasked Estep 
Score: -25513548.000000 Penalty: 6009.886230
	Iteration 7F: 3 clusters Score -2.551355e+07 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 162979 members 
Entering Unmasked Estep 
Score: -25519856.000000 Penalty: 6009.886230
	Iteration 8Q: 3 clusters Score -2.551986e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 167292 members 
Entering Unmasked Estep 
Score: -25523210.000000 Penalty: 6009.886230
	Iteration 9Q: 3 clusters Score -2.552321e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 169843 members 
Entering Unmasked Estep 
Score: -25525020.000000 Penalty: 6009.886230
	Iteration 10Q: 3 clusters Score -2.552502e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 171616 members 
Entering Unmasked Estep 
Score: -25526092.000000 Penalty: 6009.886230
	Iteration 11Q: 3 clusters Score -2.552609e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 172986 members 
Entering Unmasked Estep 
Score: -25526912.000000 Penalty: 6009.886230
	Iteration 12Q: 3 clusters Score -2.552691e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 174132 members 
Entering Unmasked Estep 
Score: -25527492.000000 Penalty: 6009.886230
	Iteration 13Q: 3 clusters Score -2.552749e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 175054 members 
Entering Unmasked Estep 
Score: -25527782.000000 Penalty: 6009.886230
	Iteration 14Q: 3 clusters Score -2.552778e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 175772 members 
Entering Unmasked Estep 
Score: -25528000.000000 Penalty: 6009.886230
	Iteration 15Q: 3 clusters Score -2.5528e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 176351 members 
Entering Unmasked Estep 
Score: -25528172.000000 Penalty: 6009.886230
	Iteration 16Q: 3 clusters Score -2.552817e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 176827 members 
Entering Unmasked Estep 
Score: -25528320.000000 Penalty: 6009.886230
	Iteration 17Q: 3 clusters Score -2.552832e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 177234 members 
Entering Unmasked Estep 
Score: -25528386.000000 Penalty: 6009.886230
	Iteration 18Q: 3 clusters Score -2.552839e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 177568 members 
Entering Unmasked Estep 
Score: -25528382.000000 Penalty: 6009.886230
	Iteration 19Q: 3 clusters Score -2.552838e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 177850 members 
Entering Unmasked Estep 
Score: -25528434.000000 Penalty: 6009.886230
	Iteration 20F: 3 clusters Score -2.552843e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 178086 members 
Entering Unmasked Estep 
Score: -25528416.000000 Penalty: 6009.886230
	Iteration 21Q: 3 clusters Score -2.552842e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 178307 members 
Entering Unmasked Estep 
Score: -25528390.000000 Penalty: 6009.886230
	Iteration 22Q: 3 clusters Score -2.552839e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 178507 members 
Entering Unmasked Estep 
Score: -25528392.000000 Penalty: 6009.886230
	Iteration 23Q: 3 clusters Score -2.552839e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 178675 members 
Entering Unmasked Estep 
Score: -25528444.000000 Penalty: 6009.886230
	Iteration 24Q: 3 clusters Score -2.552844e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 178837 members 
Entering Unmasked Estep 
Score: -25528416.000000 Penalty: 6009.886230
	Iteration 25Q: 3 clusters Score -2.552842e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 178971 members 
Entering Unmasked Estep 
Score: -25528460.000000 Penalty: 6009.886230
	Iteration 26Q: 3 clusters Score -2.552846e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 179094 members 
Entering Unmasked Estep 
Score: -25528460.000000 Penalty: 6009.886230
	Iteration 27Q: 3 clusters Score -2.552846e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 179181 members 
Entering Unmasked Estep 
Score: -25528428.000000 Penalty: 6009.886230
	Iteration 28Q: 3 clusters Score -2.552843e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 179247 members 
Entering Unmasked Estep 
Score: -25528484.000000 Penalty: 6009.886230
	Iteration 29Q: 3 clusters Score -2.552848e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 179300 members 
Entering Unmasked Estep 
Score: -25528468.000000 Penalty: 6009.886230
	Iteration 30Q: 3 clusters Score -2.552847e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 179355 members 
Entering Unmasked Estep 
Score: -25528422.000000 Penalty: 6009.886230
	Iteration 31Q: 3 clusters Score -2.552842e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 179413 members 
Entering Unmasked Estep 
Score: -25528398.000000 Penalty: 6009.886230
	Iteration 32Q: 3 clusters Score -2.55284e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 179462 members 
Entering Unmasked Estep 
Score: -25528456.000000 Penalty: 6009.886230
	Iteration 33Q: 3 clusters Score -2.552846e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 179498 members 
Entering Unmasked Estep 
Score: -25528414.000000 Penalty: 6009.886230
	Iteration 34Q: 3 clusters Score -2.552841e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 179544 members 
Entering Unmasked Estep 
Score: -25528436.000000 Penalty: 6009.886230
	Iteration 35Q: 3 clusters Score -2.552844e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 179587 members 
Entering Unmasked Estep 
Score: -25528426.000000 Penalty: 6009.886230
	Iteration 36Q: 3 clusters Score -2.552843e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 179623 members 
Entering Unmasked Estep 
Score: -25528430.000000 Penalty: 6009.886230
	Iteration 37Q: 3 clusters Score -2.552843e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 179656 members 
Entering Unmasked Estep 
Score: -25528420.000000 Penalty: 6009.886230
	Iteration 38Q: 3 clusters Score -2.552842e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 179687 members 
Entering Unmasked Estep 
Score: -25528388.000000 Penalty: 6009.886230
	Iteration 39Q: 3 clusters Score -2.552839e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 179718 members 
Entering Unmasked Estep 
Score: -25528402.000000 Penalty: 6009.886230
	Iteration 40F: 3 clusters Score -2.55284e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 179748 members 
Entering Unmasked Estep 
Score: -25528382.000000 Penalty: 6009.886230
	Iteration 41Q: 3 clusters Score -2.552838e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 179763 members 
Entering Unmasked Estep 
Score: -25528394.000000 Penalty: 6009.886230
	Iteration 42Q: 3 clusters Score -2.552839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 179777 members 
Entering Unmasked Estep 
Score: -25528406.000000 Penalty: 6009.886230
	Iteration 43Q: 3 clusters Score -2.552841e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 179791 members 
Entering Unmasked Estep 
Score: -25528394.000000 Penalty: 6009.886230
	Iteration 44Q: 3 clusters Score -2.552839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 179801 members 
Entering Unmasked Estep 
Score: -25528400.000000 Penalty: 6009.886230
	Iteration 45Q: 3 clusters Score -2.55284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 179811 members 
Entering Unmasked Estep 
Score: -25528422.000000 Penalty: 6009.886230
	Iteration 46Q: 3 clusters Score -2.552842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 179821 members 
Entering Unmasked Estep 
Score: -25528416.000000 Penalty: 6009.886230
	Iteration 47Q: 3 clusters Score -2.552842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 179833 members 
Entering Unmasked Estep 
Score: -25528440.000000 Penalty: 6009.886230
	Iteration 48Q: 3 clusters Score -2.552844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 179844 members 
Entering Unmasked Estep 
Score: -25528468.000000 Penalty: 6009.886230
	Iteration 49Q: 3 clusters Score -2.552847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 179855 members 
Entering Unmasked Estep 
Score: -25528452.000000 Penalty: 6009.886230
	Iteration 50Q: 3 clusters Score -2.552845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 179867 members 
Entering Unmasked Estep 
Score: -25528450.000000 Penalty: 6009.886230
	Iteration 51Q: 3 clusters Score -2.552845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 179881 members 
Entering Unmasked Estep 
Score: -25528482.000000 Penalty: 6009.886230
	Iteration 52Q: 3 clusters Score -2.552848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 179895 members 
Entering Unmasked Estep 
Score: -25528450.000000 Penalty: 6009.886230
	Iteration 53Q: 3 clusters Score -2.552845e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 179916 members 
Entering Unmasked Estep 
Score: -25528412.000000 Penalty: 6009.886230
	Iteration 54Q: 3 clusters Score -2.552841e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 179940 members 
Entering Unmasked Estep 
Score: -25528416.000000 Penalty: 6009.886230
	Iteration 55Q: 3 clusters Score -2.552842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 179961 members 
Entering Unmasked Estep 
Score: -25528404.000000 Penalty: 6009.886230
	Iteration 56Q: 3 clusters Score -2.55284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 179978 members 
Entering Unmasked Estep 
Score: -25528410.000000 Penalty: 6009.886230
	Iteration 57Q: 3 clusters Score -2.552841e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 180001 members 
Entering Unmasked Estep 
Score: -25528406.000000 Penalty: 6009.886230
	Iteration 58Q: 3 clusters Score -2.552841e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 180025 members 
Entering Unmasked Estep 
Score: -25528418.000000 Penalty: 6009.886230
	Iteration 59Q: 3 clusters Score -2.552842e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 180051 members 
Entering Unmasked Estep 
Score: -25528408.000000 Penalty: 6009.886230
	Iteration 60F: 3 clusters Score -2.552841e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 180083 members 
Entering Unmasked Estep 
Score: -25528400.000000 Penalty: 6009.886230
	Iteration 61Q: 3 clusters Score -2.55284e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 180112 members 
Entering Unmasked Estep 
Score: -25528400.000000 Penalty: 6009.886230
	Iteration 62Q: 3 clusters Score -2.55284e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 180136 members 
Entering Unmasked Estep 
Score: -25528414.000000 Penalty: 6009.886230
	Iteration 63Q: 3 clusters Score -2.552841e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 180154 members 
Entering Unmasked Estep 
Score: -25528390.000000 Penalty: 6009.886230
	Iteration 64Q: 3 clusters Score -2.552839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 180165 members 
Entering Unmasked Estep 
Score: -25528388.000000 Penalty: 6009.886230
	Iteration 65Q: 3 clusters Score -2.552839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 180177 members 
Entering Unmasked Estep 
Score: -25528354.000000 Penalty: 6009.886230
	Iteration 66Q: 3 clusters Score -2.552835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 180185 members 
Entering Unmasked Estep 
Score: -25528326.000000 Penalty: 6009.886230
	Iteration 67Q: 3 clusters Score -2.552833e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 180199 members 
Entering Unmasked Estep 
Score: -25528362.000000 Penalty: 6009.886230
	Iteration 68Q: 3 clusters Score -2.552836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 180207 members 
Entering Unmasked Estep 
Score: -25528376.000000 Penalty: 6009.886230
	Iteration 69Q: 3 clusters Score -2.552838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 180214 members 
Entering Unmasked Estep 
Score: -25528342.000000 Penalty: 6009.886230
	Iteration 70Q: 3 clusters Score -2.552834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 180221 members 
Entering Unmasked Estep 
Score: -25528352.000000 Penalty: 6009.886230
	Iteration 71Q: 3 clusters Score -2.552835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 180231 members 
Entering Unmasked Estep 
Score: -25528346.000000 Penalty: 6009.886230
	Iteration 72Q: 3 clusters Score -2.552835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 180241 members 
Entering Unmasked Estep 
Score: -25528358.000000 Penalty: 6009.886230
	Iteration 73Q: 3 clusters Score -2.552836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 180244 members 
Entering Unmasked Estep 
Score: -25528354.000000 Penalty: 6009.886230
	Iteration 74Q: 3 clusters Score -2.552835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 180246 members 
Entering Unmasked Estep 
Score: -25528354.000000 Penalty: 6009.886230
	Iteration 75Q: 3 clusters Score -2.552835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 180245 members 
Entering Unmasked Estep 
Score: -25528354.000000 Penalty: 6009.886230
	Iteration 76Q: 3 clusters Score -2.552835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 180245 members 
Entering Unmasked Estep 
Score: -25528354.000000 Penalty: 6009.886230
	Iteration 77F: 3 clusters Score -2.552835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Entering Unmasked Estep 
Score: -4716873.500000 Penalty: 2598.157715
	Iteration 0F: 2 clusters Score -4716874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -4692789.000000 Penalty: 5196.315430
	Iteration 0F: 3 clusters Score -4692789 nChanged 16190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -4701785.500000 Penalty: 5196.315430
	Iteration 1F: 3 clusters Score -4701786 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -4702698.000000 Penalty: 5196.315430
	Iteration 2F: 3 clusters Score -4702698 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -4703989.000000 Penalty: 5196.315430
	Iteration 3F: 3 clusters Score -4703989 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -4705858.000000 Penalty: 5196.315430
	Iteration 4F: 3 clusters Score -4705858 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -4708483.500000 Penalty: 5196.315430
	Iteration 5F: 3 clusters Score -4708484 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -4711546.500000 Penalty: 5196.315430
	Iteration 6F: 3 clusters Score -4711546 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -4714115.000000 Penalty: 5196.315430
	Iteration 7F: 3 clusters Score -4714115 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -4715646.000000 Penalty: 5196.315430
	Iteration 8F: 3 clusters Score -4715646 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -4716446.500000 Penalty: 5196.315430
	Iteration 9Q: 3 clusters Score -4716446 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -4716846.500000 Penalty: 5196.315430
	Iteration 10Q: 3 clusters Score -4716846 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -4717071.500000 Penalty: 5196.315430
	Iteration 11Q: 3 clusters Score -4717072 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4717232.500000 Penalty: 5196.315430
	Iteration 12Q: 3 clusters Score -4717232 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4717324.500000 Penalty: 5196.315430
	Iteration 13Q: 3 clusters Score -4717324 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4717395.000000 Penalty: 5196.315430
	Iteration 14Q: 3 clusters Score -4717395 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4717442.000000 Penalty: 5196.315430
	Iteration 15Q: 3 clusters Score -4717442 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4717464.500000 Penalty: 5196.315430
	Iteration 16Q: 3 clusters Score -4717464 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4717500.000000 Penalty: 5196.315430
	Iteration 17Q: 3 clusters Score -4717500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4717500.500000 Penalty: 5196.315430
	Iteration 18Q: 3 clusters Score -4717500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4717519.500000 Penalty: 5196.315430
	Iteration 19Q: 3 clusters Score -4717520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4717531.000000 Penalty: 5196.315430
	Iteration 20F: 3 clusters Score -4717531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4717521.500000 Penalty: 5196.315430
	Iteration 21Q: 3 clusters Score -4717522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4717531.500000 Penalty: 5196.315430
	Iteration 22Q: 3 clusters Score -4717532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4717535.000000 Penalty: 5196.315430
	Iteration 23Q: 3 clusters Score -4717535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4717534.500000 Penalty: 5196.315430
	Iteration 24Q: 3 clusters Score -4717534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4717530.000000 Penalty: 5196.315430
	Iteration 25Q: 3 clusters Score -4717530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4717527.500000 Penalty: 5196.315430
	Iteration 26Q: 3 clusters Score -4717528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4717523.000000 Penalty: 5196.315430
	Iteration 27Q: 3 clusters Score -4717523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4717524.000000 Penalty: 5196.315430
	Iteration 28Q: 3 clusters Score -4717524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4717522.000000 Penalty: 5196.315430
	Iteration 29Q: 3 clusters Score -4717522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4717522.500000 Penalty: 5196.315430
	Iteration 30Q: 3 clusters Score -4717522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4717524.000000 Penalty: 5196.315430
	Iteration 31Q: 3 clusters Score -4717524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4717530.000000 Penalty: 5196.315430
	Iteration 32Q: 3 clusters Score -4717530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4717532.500000 Penalty: 5196.315430
	Iteration 33Q: 3 clusters Score -4717532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4717536.000000 Penalty: 5196.315430
	Iteration 34Q: 3 clusters Score -4717536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4717534.500000 Penalty: 5196.315430
	Iteration 35Q: 3 clusters Score -4717534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4717532.000000 Penalty: 5196.315430
	Iteration 36Q: 3 clusters Score -4717532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4717532.000000 Penalty: 5196.315430
	Iteration 37F: 3 clusters Score -4717532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1788 members 
Mstep: Class 3 contains 17388 members 
Mstep: Class 5 contains 27784 members 
Mstep: Class 6 contains 8389 members 
Mstep: Class 7 contains 296614 members 
Mstep: Class 8 contains 226312 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 182902 members 
Mstep: Class 11 contains 33682 members 
Mstep: Class 12 contains 20560 members 
Mstep: Class 14 contains 10891 members 
Mstep: Class 15 contains 21799 members 
Mstep: Class 16 contains 255 members 
Mstep: Class 17 contains 42885 members 
Mstep: Class 18 contains 101492 members 
Mstep: Class 19 contains 2740 members 
Entering Unmasked Estep 
Score: -135766416.000000 Penalty: 58234.464844
Splitting cluster 11 changes total score from -135760736.000000 to -135766416.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 12 (20560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Entering Unmasked Estep 
Score: -2732516.250000 Penalty: 2462.913574
	Iteration 0F: 2 clusters Score -2732516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2718054.250000 Penalty: 4925.827148
	Iteration 0F: 3 clusters Score -2718054 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2723176.000000 Penalty: 4925.827148
	Iteration 1F: 3 clusters Score -2723176 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2723821.750000 Penalty: 4925.827148
	Iteration 2F: 3 clusters Score -2723822 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2724509.750000 Penalty: 4925.827148
	Iteration 3F: 3 clusters Score -2724510 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2725258.500000 Penalty: 4925.827148
	Iteration 4F: 3 clusters Score -2725258 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2725998.250000 Penalty: 4925.827148
	Iteration 5F: 3 clusters Score -2725998 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2726752.750000 Penalty: 4925.827148
	Iteration 6F: 3 clusters Score -2726753 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2727431.000000 Penalty: 4925.827148
	Iteration 7F: 3 clusters Score -2727431 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2727958.500000 Penalty: 4925.827148
	Iteration 8Q: 3 clusters Score -2727958 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2728390.500000 Penalty: 4925.827148
	Iteration 9Q: 3 clusters Score -2728390 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2728792.000000 Penalty: 4925.827148
	Iteration 10Q: 3 clusters Score -2728792 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2729204.250000 Penalty: 4925.827148
	Iteration 11Q: 3 clusters Score -2729204 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2729595.000000 Penalty: 4925.827148
	Iteration 12Q: 3 clusters Score -2729595 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2729888.000000 Penalty: 4925.827148
	Iteration 13Q: 3 clusters Score -2729888 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2730101.250000 Penalty: 4925.827148
	Iteration 14Q: 3 clusters Score -2730101 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2730249.250000 Penalty: 4925.827148
	Iteration 15Q: 3 clusters Score -2730249 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2730343.750000 Penalty: 4925.827148
	Iteration 16Q: 3 clusters Score -2730344 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2730400.250000 Penalty: 4925.827148
	Iteration 17Q: 3 clusters Score -2730400 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2730442.750000 Penalty: 4925.827148
	Iteration 18Q: 3 clusters Score -2730443 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2730455.250000 Penalty: 4925.827148
	Iteration 19Q: 3 clusters Score -2730455 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2730477.250000 Penalty: 4925.827148
	Iteration 20F: 3 clusters Score -2730477 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2730499.750000 Penalty: 4925.827148
	Iteration 21Q: 3 clusters Score -2730500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2730508.000000 Penalty: 4925.827148
	Iteration 22Q: 3 clusters Score -2730508 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2730524.250000 Penalty: 4925.827148
	Iteration 23Q: 3 clusters Score -2730524 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2730550.750000 Penalty: 4925.827148
	Iteration 24Q: 3 clusters Score -2730551 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2730561.500000 Penalty: 4925.827148
	Iteration 25Q: 3 clusters Score -2730562 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2730574.500000 Penalty: 4925.827148
	Iteration 26Q: 3 clusters Score -2730574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2730576.250000 Penalty: 4925.827148
	Iteration 27Q: 3 clusters Score -2730576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2730592.000000 Penalty: 4925.827148
	Iteration 28Q: 3 clusters Score -2730592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2730599.750000 Penalty: 4925.827148
	Iteration 29Q: 3 clusters Score -2730600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2730608.750000 Penalty: 4925.827148
	Iteration 30Q: 3 clusters Score -2730609 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2730613.000000 Penalty: 4925.827148
	Iteration 31Q: 3 clusters Score -2730613 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2730625.000000 Penalty: 4925.827148
	Iteration 32Q: 3 clusters Score -2730625 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2730637.250000 Penalty: 4925.827148
	Iteration 33Q: 3 clusters Score -2730637 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2730651.500000 Penalty: 4925.827148
	Iteration 34Q: 3 clusters Score -2730652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2730651.750000 Penalty: 4925.827148
	Iteration 35Q: 3 clusters Score -2730652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2730664.750000 Penalty: 4925.827148
	Iteration 36Q: 3 clusters Score -2730665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2730670.250000 Penalty: 4925.827148
	Iteration 37Q: 3 clusters Score -2730670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2730678.250000 Penalty: 4925.827148
	Iteration 38Q: 3 clusters Score -2730678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2730675.250000 Penalty: 4925.827148
	Iteration 39Q: 3 clusters Score -2730675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2730679.250000 Penalty: 4925.827148
	Iteration 40F: 3 clusters Score -2730679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2730689.000000 Penalty: 4925.827148
	Iteration 41Q: 3 clusters Score -2730689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2730694.000000 Penalty: 4925.827148
	Iteration 42Q: 3 clusters Score -2730694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2730691.500000 Penalty: 4925.827148
	Iteration 43Q: 3 clusters Score -2730692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2730691.500000 Penalty: 4925.827148
	Iteration 44Q: 3 clusters Score -2730692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2730695.500000 Penalty: 4925.827148
	Iteration 45Q: 3 clusters Score -2730696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2730698.000000 Penalty: 4925.827148
	Iteration 46Q: 3 clusters Score -2730698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2730699.750000 Penalty: 4925.827148
	Iteration 47Q: 3 clusters Score -2730700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2730697.500000 Penalty: 4925.827148
	Iteration 48Q: 3 clusters Score -2730698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2730695.000000 Penalty: 4925.827148
	Iteration 49Q: 3 clusters Score -2730695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2730695.500000 Penalty: 4925.827148
	Iteration 50Q: 3 clusters Score -2730696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2730697.250000 Penalty: 4925.827148
	Iteration 51Q: 3 clusters Score -2730697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2730697.500000 Penalty: 4925.827148
	Iteration 52Q: 3 clusters Score -2730698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2730697.500000 Penalty: 4925.827148
	Iteration 53F: 3 clusters Score -2730698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Entering Unmasked Estep 
Score: -1521777.000000 Penalty: 2305.331787
	Iteration 0F: 2 clusters Score -1521777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1513491.750000 Penalty: 4610.663574
	Iteration 0F: 3 clusters Score -1513492 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1515857.125000 Penalty: 4610.663574
	Iteration 1F: 3 clusters Score -1515857 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1516166.625000 Penalty: 4610.663574
	Iteration 2F: 3 clusters Score -1516167 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1516362.375000 Penalty: 4610.663574
	Iteration 3Q: 3 clusters Score -1516362 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1516498.500000 Penalty: 4610.663574
	Iteration 4Q: 3 clusters Score -1516498 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1516588.125000 Penalty: 4610.663574
	Iteration 5Q: 3 clusters Score -1516588 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1516658.875000 Penalty: 4610.663574
	Iteration 6Q: 3 clusters Score -1516659 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1516718.250000 Penalty: 4610.663574
	Iteration 7Q: 3 clusters Score -1516718 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1516786.875000 Penalty: 4610.663574
	Iteration 8Q: 3 clusters Score -1516787 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1516859.625000 Penalty: 4610.663574
	Iteration 9Q: 3 clusters Score -1516860 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1516936.500000 Penalty: 4610.663574
	Iteration 10Q: 3 clusters Score -1516936 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1517009.125000 Penalty: 4610.663574
	Iteration 11Q: 3 clusters Score -1517009 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1517097.125000 Penalty: 4610.663574
	Iteration 12Q: 3 clusters Score -1517097 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1517183.250000 Penalty: 4610.663574
	Iteration 13Q: 3 clusters Score -1517183 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1517299.000000 Penalty: 4610.663574
	Iteration 14Q: 3 clusters Score -1517299 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1517411.875000 Penalty: 4610.663574
	Iteration 15Q: 3 clusters Score -1517412 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1517520.875000 Penalty: 4610.663574
	Iteration 16Q: 3 clusters Score -1517521 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1517643.875000 Penalty: 4610.663574
	Iteration 17Q: 3 clusters Score -1517644 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1517789.125000 Penalty: 4610.663574
	Iteration 18Q: 3 clusters Score -1517789 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1517975.750000 Penalty: 4610.663574
	Iteration 19Q: 3 clusters Score -1517976 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1518186.250000 Penalty: 4610.663574
	Iteration 20F: 3 clusters Score -1518186 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1518418.875000 Penalty: 4610.663574
	Iteration 21Q: 3 clusters Score -1518419 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1518650.750000 Penalty: 4610.663574
	Iteration 22Q: 3 clusters Score -1518651 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1518876.750000 Penalty: 4610.663574
	Iteration 23Q: 3 clusters Score -1518877 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1519048.500000 Penalty: 4610.663574
	Iteration 24Q: 3 clusters Score -1519048 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1519168.250000 Penalty: 4610.663574
	Iteration 25Q: 3 clusters Score -1519168 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1519246.500000 Penalty: 4610.663574
	Iteration 26Q: 3 clusters Score -1519246 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1519315.125000 Penalty: 4610.663574
	Iteration 27Q: 3 clusters Score -1519315 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1519359.250000 Penalty: 4610.663574
	Iteration 28Q: 3 clusters Score -1519359 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1519409.500000 Penalty: 4610.663574
	Iteration 29Q: 3 clusters Score -1519410 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1519439.000000 Penalty: 4610.663574
	Iteration 30Q: 3 clusters Score -1519439 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1519466.875000 Penalty: 4610.663574
	Iteration 31Q: 3 clusters Score -1519467 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1519490.625000 Penalty: 4610.663574
	Iteration 32Q: 3 clusters Score -1519491 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1519512.125000 Penalty: 4610.663574
	Iteration 33Q: 3 clusters Score -1519512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1519524.000000 Penalty: 4610.663574
	Iteration 34Q: 3 clusters Score -1519524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1519540.625000 Penalty: 4610.663574
	Iteration 35Q: 3 clusters Score -1519541 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1519553.875000 Penalty: 4610.663574
	Iteration 36Q: 3 clusters Score -1519554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1519562.625000 Penalty: 4610.663574
	Iteration 37Q: 3 clusters Score -1519563 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1519572.125000 Penalty: 4610.663574
	Iteration 38Q: 3 clusters Score -1519572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1519584.375000 Penalty: 4610.663574
	Iteration 39Q: 3 clusters Score -1519584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1519588.250000 Penalty: 4610.663574
	Iteration 40F: 3 clusters Score -1519588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1519603.500000 Penalty: 4610.663574
	Iteration 41Q: 3 clusters Score -1519604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1519610.000000 Penalty: 4610.663574
	Iteration 42Q: 3 clusters Score -1519610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1519618.125000 Penalty: 4610.663574
	Iteration 43Q: 3 clusters Score -1519618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1519622.875000 Penalty: 4610.663574
	Iteration 44Q: 3 clusters Score -1519623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1519625.375000 Penalty: 4610.663574
	Iteration 45Q: 3 clusters Score -1519625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1519630.500000 Penalty: 4610.663574
	Iteration 46Q: 3 clusters Score -1519630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1519636.125000 Penalty: 4610.663574
	Iteration 47Q: 3 clusters Score -1519636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1519631.625000 Penalty: 4610.663574
	Iteration 48Q: 3 clusters Score -1519632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1519633.250000 Penalty: 4610.663574
	Iteration 49Q: 3 clusters Score -1519633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1519633.250000 Penalty: 4610.663574
	Iteration 50F: 3 clusters Score -1519633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Entering Unmasked Estep 
Score: -3083019.250000 Penalty: 2477.425537
	Iteration 0F: 2 clusters Score -3083019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3067669.750000 Penalty: 4954.851074
	Iteration 0F: 3 clusters Score -3067670 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -3072816.500000 Penalty: 4954.851074
	Iteration 1F: 3 clusters Score -3072816 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -3073190.750000 Penalty: 4954.851074
	Iteration 2F: 3 clusters Score -3073191 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3073479.750000 Penalty: 4954.851074
	Iteration 3Q: 3 clusters Score -3073480 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -3073771.000000 Penalty: 4954.851074
	Iteration 4Q: 3 clusters Score -3073771 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3074012.750000 Penalty: 4954.851074
	Iteration 5Q: 3 clusters Score -3074013 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -3074263.500000 Penalty: 4954.851074
	Iteration 6Q: 3 clusters Score -3074264 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -3074596.250000 Penalty: 4954.851074
	Iteration 7Q: 3 clusters Score -3074596 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -3075008.250000 Penalty: 4954.851074
	Iteration 8Q: 3 clusters Score -3075008 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -3075547.500000 Penalty: 4954.851074
	Iteration 9Q: 3 clusters Score -3075548 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -3076236.750000 Penalty: 4954.851074
	Iteration 10Q: 3 clusters Score -3076237 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -3077034.000000 Penalty: 4954.851074
	Iteration 11F: 3 clusters Score -3077034 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3077828.750000 Penalty: 4954.851074
	Iteration 12F: 3 clusters Score -3077829 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -3078441.500000 Penalty: 4954.851074
	Iteration 13Q: 3 clusters Score -3078442 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -3078822.500000 Penalty: 4954.851074
	Iteration 14Q: 3 clusters Score -3078822 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -3079120.000000 Penalty: 4954.851074
	Iteration 15Q: 3 clusters Score -3079120 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -3079423.250000 Penalty: 4954.851074
	Iteration 16Q: 3 clusters Score -3079423 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3079718.500000 Penalty: 4954.851074
	Iteration 17Q: 3 clusters Score -3079718 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -3080026.000000 Penalty: 4954.851074
	Iteration 18Q: 3 clusters Score -3080026 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -3080241.250000 Penalty: 4954.851074
	Iteration 19Q: 3 clusters Score -3080241 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -3080390.750000 Penalty: 4954.851074
	Iteration 20F: 3 clusters Score -3080391 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -3080489.750000 Penalty: 4954.851074
	Iteration 21Q: 3 clusters Score -3080490 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -3080529.000000 Penalty: 4954.851074
	Iteration 22Q: 3 clusters Score -3080529 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -3080566.500000 Penalty: 4954.851074
	Iteration 23Q: 3 clusters Score -3080566 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -3080578.750000 Penalty: 4954.851074
	Iteration 24Q: 3 clusters Score -3080579 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -3080573.750000 Penalty: 4954.851074
	Iteration 25Q: 3 clusters Score -3080574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3080581.750000 Penalty: 4954.851074
	Iteration 26Q: 3 clusters Score -3080582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -3080584.250000 Penalty: 4954.851074
	Iteration 27Q: 3 clusters Score -3080584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -3080581.750000 Penalty: 4954.851074
	Iteration 28Q: 3 clusters Score -3080582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -3080581.750000 Penalty: 4954.851074
	Iteration 29Q: 3 clusters Score -3080582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3080588.500000 Penalty: 4954.851074
	Iteration 30Q: 3 clusters Score -3080588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -3080590.000000 Penalty: 4954.851074
	Iteration 31Q: 3 clusters Score -3080590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -3080593.000000 Penalty: 4954.851074
	Iteration 32Q: 3 clusters Score -3080593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -3080589.250000 Penalty: 4954.851074
	Iteration 33Q: 3 clusters Score -3080589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -3080592.250000 Penalty: 4954.851074
	Iteration 34Q: 3 clusters Score -3080592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -3080592.750000 Penalty: 4954.851074
	Iteration 35Q: 3 clusters Score -3080593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -3080595.750000 Penalty: 4954.851074
	Iteration 36Q: 3 clusters Score -3080596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -3080595.000000 Penalty: 4954.851074
	Iteration 37Q: 3 clusters Score -3080595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3080596.250000 Penalty: 4954.851074
	Iteration 38Q: 3 clusters Score -3080596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -3080600.750000 Penalty: 4954.851074
	Iteration 39Q: 3 clusters Score -3080601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3080602.000000 Penalty: 4954.851074
	Iteration 40F: 3 clusters Score -3080602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -3080594.000000 Penalty: 4954.851074
	Iteration 41Q: 3 clusters Score -3080594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -3080595.000000 Penalty: 4954.851074
	Iteration 42Q: 3 clusters Score -3080595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -3080592.250000 Penalty: 4954.851074
	Iteration 43Q: 3 clusters Score -3080592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -3080591.500000 Penalty: 4954.851074
	Iteration 44Q: 3 clusters Score -3080592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -3080589.750000 Penalty: 4954.851074
	Iteration 45Q: 3 clusters Score -3080590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -3080592.750000 Penalty: 4954.851074
	Iteration 46Q: 3 clusters Score -3080593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -3080588.500000 Penalty: 4954.851074
	Iteration 47Q: 3 clusters Score -3080588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -3080589.000000 Penalty: 4954.851074
	Iteration 48Q: 3 clusters Score -3080589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -3080589.000000 Penalty: 4954.851074
	Iteration 49F: 3 clusters Score -3080589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -28893.095703 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -28893.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27829.154297 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -27829.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27990.230469 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -27990.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28042.238281 Penalty: 2748.466797
	Iteration 2Q: 3 clusters Score -28042.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28084.558594 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -28084.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28099.960938 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -28099.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28099.960938 Penalty: 2748.466797
	Iteration 5F: 3 clusters Score -28099.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Entering Unmasked Estep 
Score: -5745442.000000 Penalty: 2645.236572
	Iteration 0F: 2 clusters Score -5745442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -5716388.500000 Penalty: 5290.473145
	Iteration 0F: 3 clusters Score -5716388 nChanged 19773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -5727901.500000 Penalty: 5290.473145
	Iteration 1F: 3 clusters Score -5727902 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -5729545.500000 Penalty: 5290.473145
	Iteration 2F: 3 clusters Score -5729546 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -5731324.500000 Penalty: 5290.473145
	Iteration 3F: 3 clusters Score -5731324 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -5732935.500000 Penalty: 5290.473145
	Iteration 4F: 3 clusters Score -5732936 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -5734256.000000 Penalty: 5290.473145
	Iteration 5F: 3 clusters Score -5734256 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -5735514.000000 Penalty: 5290.473145
	Iteration 6F: 3 clusters Score -5735514 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -5736958.500000 Penalty: 5290.473145
	Iteration 7F: 3 clusters Score -5736958 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -5738577.500000 Penalty: 5290.473145
	Iteration 8F: 3 clusters Score -5738578 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -5740446.500000 Penalty: 5290.473145
	Iteration 9F: 3 clusters Score -5740446 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -5742441.500000 Penalty: 5290.473145
	Iteration 10F: 3 clusters Score -5742442 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -5744456.000000 Penalty: 5290.473145
	Iteration 11F: 3 clusters Score -5744456 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -5746330.000000 Penalty: 5290.473145
	Iteration 12Q: 3 clusters Score -5746330 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -5747416.000000 Penalty: 5290.473145
	Iteration 13Q: 3 clusters Score -5747416 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5747718.000000 Penalty: 5290.473145
	Iteration 14Q: 3 clusters Score -5747718 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -5747813.000000 Penalty: 5290.473145
	Iteration 15Q: 3 clusters Score -5747813 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -5747871.500000 Penalty: 5290.473145
	Iteration 16Q: 3 clusters Score -5747872 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -5747877.500000 Penalty: 5290.473145
	Iteration 17Q: 3 clusters Score -5747878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -5747889.500000 Penalty: 5290.473145
	Iteration 18Q: 3 clusters Score -5747890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -5747898.000000 Penalty: 5290.473145
	Iteration 19Q: 3 clusters Score -5747898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5747931.500000 Penalty: 5290.473145
	Iteration 20F: 3 clusters Score -5747932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -5747965.500000 Penalty: 5290.473145
	Iteration 21Q: 3 clusters Score -5747966 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -5747999.500000 Penalty: 5290.473145
	Iteration 22Q: 3 clusters Score -5748000 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -5748031.500000 Penalty: 5290.473145
	Iteration 23Q: 3 clusters Score -5748032 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -5748052.000000 Penalty: 5290.473145
	Iteration 24Q: 3 clusters Score -5748052 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -5748121.000000 Penalty: 5290.473145
	Iteration 25Q: 3 clusters Score -5748121 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -5748189.000000 Penalty: 5290.473145
	Iteration 26Q: 3 clusters Score -5748189 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5748230.500000 Penalty: 5290.473145
	Iteration 27Q: 3 clusters Score -5748230 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -5748279.000000 Penalty: 5290.473145
	Iteration 28Q: 3 clusters Score -5748279 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5748300.500000 Penalty: 5290.473145
	Iteration 29Q: 3 clusters Score -5748300 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -5748327.500000 Penalty: 5290.473145
	Iteration 30Q: 3 clusters Score -5748328 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -5748338.500000 Penalty: 5290.473145
	Iteration 31Q: 3 clusters Score -5748338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5748357.500000 Penalty: 5290.473145
	Iteration 32Q: 3 clusters Score -5748358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5748357.500000 Penalty: 5290.473145
	Iteration 33Q: 3 clusters Score -5748358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -5748360.000000 Penalty: 5290.473145
	Iteration 34Q: 3 clusters Score -5748360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -5748358.000000 Penalty: 5290.473145
	Iteration 35Q: 3 clusters Score -5748358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -5748356.000000 Penalty: 5290.473145
	Iteration 36Q: 3 clusters Score -5748356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -5748355.000000 Penalty: 5290.473145
	Iteration 37Q: 3 clusters Score -5748355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -5748350.000000 Penalty: 5290.473145
	Iteration 38Q: 3 clusters Score -5748350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -5748405.500000 Penalty: 5290.473145
	Iteration 39F: 3 clusters Score -5748406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5748425.000000 Penalty: 5290.473145
	Iteration 40F: 3 clusters Score -5748425 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5748448.500000 Penalty: 5290.473145
	Iteration 41Q: 3 clusters Score -5748448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -5748465.000000 Penalty: 5290.473145
	Iteration 42Q: 3 clusters Score -5748465 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5748475.000000 Penalty: 5290.473145
	Iteration 43Q: 3 clusters Score -5748475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5748471.000000 Penalty: 5290.473145
	Iteration 44Q: 3 clusters Score -5748471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -5748468.000000 Penalty: 5290.473145
	Iteration 45Q: 3 clusters Score -5748468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -5748468.000000 Penalty: 5290.473145
	Iteration 46Q: 3 clusters Score -5748468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -5748468.500000 Penalty: 5290.473145
	Iteration 47Q: 3 clusters Score -5748468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5748466.500000 Penalty: 5290.473145
	Iteration 48Q: 3 clusters Score -5748466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -5748466.500000 Penalty: 5290.473145
	Iteration 49Q: 3 clusters Score -5748466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -5748466.500000 Penalty: 5290.473145
	Iteration 50F: 3 clusters Score -5748466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1788 members 
Mstep: Class 3 contains 17388 members 
Mstep: Class 4 contains 2893 members 
Mstep: Class 5 contains 27784 members 
Mstep: Class 6 contains 8389 members 
Mstep: Class 7 contains 296614 members 
Mstep: Class 8 contains 226312 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 182902 members 
Mstep: Class 11 contains 33682 members 
Mstep: Class 12 contains 20560 members 
Mstep: Class 14 contains 10891 members 
Mstep: Class 15 contains 21799 members 
Mstep: Class 16 contains 255 members 
Mstep: Class 17 contains 39992 members 
Mstep: Class 18 contains 101492 members 
Mstep: Class 19 contains 2740 members 
Entering Unmasked Estep 
Score: -135768288.000000 Penalty: 61660.023438
Splitting cluster 17 changes total score from -135760736.000000 to -135768288.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 18 (101492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Entering Unmasked Estep 
Score: -14136847.000000 Penalty: 2858.878418
	Iteration 0F: 2 clusters Score -1.413685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -14069063.000000 Penalty: 5717.756836
	Iteration 0F: 3 clusters Score -1.406906e+07 nChanged 48028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -14097267.000000 Penalty: 5717.756836
	Iteration 1F: 3 clusters Score -1.409727e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -14098724.000000 Penalty: 5717.756836
	Iteration 2Q: 3 clusters Score -1.409872e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -14100832.000000 Penalty: 5717.756836
	Iteration 3Q: 3 clusters Score -1.410083e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57695 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -14103947.000000 Penalty: 5717.756836
	Iteration 4F: 3 clusters Score -1.410395e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61061 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -14107869.000000 Penalty: 5717.756836
	Iteration 5F: 3 clusters Score -1.410787e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65036 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -14112973.000000 Penalty: 5717.756836
	Iteration 6F: 3 clusters Score -1.411297e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -14118275.000000 Penalty: 5717.756836
	Iteration 7F: 3 clusters Score -1.411828e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72491 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -14122711.000000 Penalty: 5717.756836
	Iteration 8F: 3 clusters Score -1.412271e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74870 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -14125529.000000 Penalty: 5717.756836
	Iteration 9Q: 3 clusters Score -1.412553e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -14127019.000000 Penalty: 5717.756836
	Iteration 10Q: 3 clusters Score -1.412702e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -14127923.000000 Penalty: 5717.756836
	Iteration 11Q: 3 clusters Score -1.412792e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -14128689.000000 Penalty: 5717.756836
	Iteration 12Q: 3 clusters Score -1.412869e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81411 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -14129289.000000 Penalty: 5717.756836
	Iteration 13Q: 3 clusters Score -1.412929e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -14129810.000000 Penalty: 5717.756836
	Iteration 14Q: 3 clusters Score -1.412981e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -14130223.000000 Penalty: 5717.756836
	Iteration 15Q: 3 clusters Score -1.413022e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85234 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -14130692.000000 Penalty: 5717.756836
	Iteration 16Q: 3 clusters Score -1.413069e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86290 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -14131000.000000 Penalty: 5717.756836
	Iteration 17Q: 3 clusters Score -1.4131e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87320 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -14131306.000000 Penalty: 5717.756836
	Iteration 18Q: 3 clusters Score -1.413131e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88286 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -14131555.000000 Penalty: 5717.756836
	Iteration 19Q: 3 clusters Score -1.413156e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89209 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -14131928.000000 Penalty: 5717.756836
	Iteration 20F: 3 clusters Score -1.413193e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90112 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -14132235.000000 Penalty: 5717.756836
	Iteration 21Q: 3 clusters Score -1.413224e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90945 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -14132454.000000 Penalty: 5717.756836
	Iteration 22Q: 3 clusters Score -1.413245e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91697 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -14132701.000000 Penalty: 5717.756836
	Iteration 23Q: 3 clusters Score -1.41327e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92390 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -14132943.000000 Penalty: 5717.756836
	Iteration 24Q: 3 clusters Score -1.413294e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93029 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -14133176.000000 Penalty: 5717.756836
	Iteration 25Q: 3 clusters Score -1.413318e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93617 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -14133333.000000 Penalty: 5717.756836
	Iteration 26Q: 3 clusters Score -1.413333e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94159 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -14133496.000000 Penalty: 5717.756836
	Iteration 27Q: 3 clusters Score -1.41335e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94647 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -14133672.000000 Penalty: 5717.756836
	Iteration 28Q: 3 clusters Score -1.413367e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95074 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -14133829.000000 Penalty: 5717.756836
	Iteration 29Q: 3 clusters Score -1.413383e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95493 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -14133950.000000 Penalty: 5717.756836
	Iteration 30Q: 3 clusters Score -1.413395e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95848 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -14134051.000000 Penalty: 5717.756836
	Iteration 31Q: 3 clusters Score -1.413405e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96155 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -14134122.000000 Penalty: 5717.756836
	Iteration 32Q: 3 clusters Score -1.413412e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96420 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -14134198.000000 Penalty: 5717.756836
	Iteration 33Q: 3 clusters Score -1.41342e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96658 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -14134263.000000 Penalty: 5717.756836
	Iteration 34Q: 3 clusters Score -1.413426e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96907 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -14134329.000000 Penalty: 5717.756836
	Iteration 35Q: 3 clusters Score -1.413433e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97113 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -14134375.000000 Penalty: 5717.756836
	Iteration 36Q: 3 clusters Score -1.413438e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97291 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -14134441.000000 Penalty: 5717.756836
	Iteration 37Q: 3 clusters Score -1.413444e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97443 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -14134525.000000 Penalty: 5717.756836
	Iteration 38Q: 3 clusters Score -1.413452e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97567 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -14134550.000000 Penalty: 5717.756836
	Iteration 39Q: 3 clusters Score -1.413455e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97684 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -14134605.000000 Penalty: 5717.756836
	Iteration 40F: 3 clusters Score -1.41346e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97785 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -14134635.000000 Penalty: 5717.756836
	Iteration 41Q: 3 clusters Score -1.413464e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97874 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -14134646.000000 Penalty: 5717.756836
	Iteration 42Q: 3 clusters Score -1.413465e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97946 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -14134656.000000 Penalty: 5717.756836
	Iteration 43Q: 3 clusters Score -1.413466e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98014 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -14134670.000000 Penalty: 5717.756836
	Iteration 44Q: 3 clusters Score -1.413467e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98089 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -14134659.000000 Penalty: 5717.756836
	Iteration 45Q: 3 clusters Score -1.413466e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98164 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -14134678.000000 Penalty: 5717.756836
	Iteration 46Q: 3 clusters Score -1.413468e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98241 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -14134683.000000 Penalty: 5717.756836
	Iteration 47Q: 3 clusters Score -1.413468e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98313 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -14134698.000000 Penalty: 5717.756836
	Iteration 48Q: 3 clusters Score -1.41347e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98377 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -14134730.000000 Penalty: 5717.756836
	Iteration 49Q: 3 clusters Score -1.413473e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98428 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -14134718.000000 Penalty: 5717.756836
	Iteration 50Q: 3 clusters Score -1.413472e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98485 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -14134746.000000 Penalty: 5717.756836
	Iteration 51Q: 3 clusters Score -1.413475e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98542 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -14134768.000000 Penalty: 5717.756836
	Iteration 52Q: 3 clusters Score -1.413477e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98585 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -14134761.000000 Penalty: 5717.756836
	Iteration 53Q: 3 clusters Score -1.413476e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98626 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -14134762.000000 Penalty: 5717.756836
	Iteration 54Q: 3 clusters Score -1.413476e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98665 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -14134784.000000 Penalty: 5717.756836
	Iteration 55Q: 3 clusters Score -1.413478e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98702 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -14134793.000000 Penalty: 5717.756836
	Iteration 56Q: 3 clusters Score -1.413479e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98732 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -14134806.000000 Penalty: 5717.756836
	Iteration 57Q: 3 clusters Score -1.413481e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98763 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -14134794.000000 Penalty: 5717.756836
	Iteration 58Q: 3 clusters Score -1.413479e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98802 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -14134804.000000 Penalty: 5717.756836
	Iteration 59Q: 3 clusters Score -1.41348e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98847 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -14134817.000000 Penalty: 5717.756836
	Iteration 60F: 3 clusters Score -1.413482e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98880 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -14134813.000000 Penalty: 5717.756836
	Iteration 61Q: 3 clusters Score -1.413481e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98909 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -14134819.000000 Penalty: 5717.756836
	Iteration 62Q: 3 clusters Score -1.413482e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98935 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -14134842.000000 Penalty: 5717.756836
	Iteration 63Q: 3 clusters Score -1.413484e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98959 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -14134841.000000 Penalty: 5717.756836
	Iteration 64Q: 3 clusters Score -1.413484e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98977 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -14134855.000000 Penalty: 5717.756836
	Iteration 65Q: 3 clusters Score -1.413486e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98998 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -14134882.000000 Penalty: 5717.756836
	Iteration 66Q: 3 clusters Score -1.413488e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99022 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -14134895.000000 Penalty: 5717.756836
	Iteration 67Q: 3 clusters Score -1.41349e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99041 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -14134912.000000 Penalty: 5717.756836
	Iteration 68Q: 3 clusters Score -1.413491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99055 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -14134920.000000 Penalty: 5717.756836
	Iteration 69Q: 3 clusters Score -1.413492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99068 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -14134932.000000 Penalty: 5717.756836
	Iteration 70Q: 3 clusters Score -1.413493e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99079 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -14134945.000000 Penalty: 5717.756836
	Iteration 71Q: 3 clusters Score -1.413494e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99090 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -14134934.000000 Penalty: 5717.756836
	Iteration 72Q: 3 clusters Score -1.413493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99098 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -14134942.000000 Penalty: 5717.756836
	Iteration 73Q: 3 clusters Score -1.413494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99106 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -14134945.000000 Penalty: 5717.756836
	Iteration 74Q: 3 clusters Score -1.413494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99110 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -14134949.000000 Penalty: 5717.756836
	Iteration 75Q: 3 clusters Score -1.413495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -14134944.000000 Penalty: 5717.756836
	Iteration 76Q: 3 clusters Score -1.413494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99118 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -14134935.000000 Penalty: 5717.756836
	Iteration 77Q: 3 clusters Score -1.413494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99122 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -14134934.000000 Penalty: 5717.756836
	Iteration 78Q: 3 clusters Score -1.413493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99125 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -14134946.000000 Penalty: 5717.756836
	Iteration 79Q: 3 clusters Score -1.413495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99127 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -14134945.000000 Penalty: 5717.756836
	Iteration 80F: 3 clusters Score -1.413494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99130 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -14134926.000000 Penalty: 5717.756836
	Iteration 81Q: 3 clusters Score -1.413493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99133 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -14134926.000000 Penalty: 5717.756836
	Iteration 82Q: 3 clusters Score -1.413493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99140 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -14134911.000000 Penalty: 5717.756836
	Iteration 83Q: 3 clusters Score -1.413491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99147 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -14134929.000000 Penalty: 5717.756836
	Iteration 84Q: 3 clusters Score -1.413493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99155 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -14134936.000000 Penalty: 5717.756836
	Iteration 85Q: 3 clusters Score -1.413494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99162 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -14134935.000000 Penalty: 5717.756836
	Iteration 86Q: 3 clusters Score -1.413494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99166 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -14134932.000000 Penalty: 5717.756836
	Iteration 87Q: 3 clusters Score -1.413493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99171 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -14134936.000000 Penalty: 5717.756836
	Iteration 88Q: 3 clusters Score -1.413494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99176 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -14134947.000000 Penalty: 5717.756836
	Iteration 89Q: 3 clusters Score -1.413495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99180 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -14134938.000000 Penalty: 5717.756836
	Iteration 90Q: 3 clusters Score -1.413494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99183 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -14134940.000000 Penalty: 5717.756836
	Iteration 91Q: 3 clusters Score -1.413494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99184 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -14134942.000000 Penalty: 5717.756836
	Iteration 92Q: 3 clusters Score -1.413494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99184 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -14134942.000000 Penalty: 5717.756836
	Iteration 93F: 3 clusters Score -1.413494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Entering Unmasked Estep 
Score: -339589.156250 Penalty: 1963.096924
	Iteration 0F: 2 clusters Score -339589.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -336578.468750 Penalty: 3926.193848
	Iteration 0F: 3 clusters Score -336578.5 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -338227.250000 Penalty: 3926.193848
	Iteration 1F: 3 clusters Score -338227.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -339566.656250 Penalty: 3926.193848
	Iteration 2F: 3 clusters Score -339566.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -340499.218750 Penalty: 3926.193848
	Iteration 3F: 3 clusters Score -340499.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -341158.218750 Penalty: 3926.193848
	Iteration 4F: 3 clusters Score -341158.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -341427.500000 Penalty: 3926.193848
	Iteration 5F: 3 clusters Score -341427.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -341565.312500 Penalty: 3926.193848
	Iteration 6Q: 3 clusters Score -341565.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -341628.406250 Penalty: 3926.193848
	Iteration 7Q: 3 clusters Score -341628.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -341695.343750 Penalty: 3926.193848
	Iteration 8Q: 3 clusters Score -341695.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -341818.562500 Penalty: 3926.193848
	Iteration 9Q: 3 clusters Score -341818.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -342009.406250 Penalty: 3926.193848
	Iteration 10Q: 3 clusters Score -342009.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -342319.968750 Penalty: 3926.193848
	Iteration 11Q: 3 clusters Score -342320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -342470.562500 Penalty: 3926.193848
	Iteration 12Q: 3 clusters Score -342470.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -342536.531250 Penalty: 3926.193848
	Iteration 13Q: 3 clusters Score -342536.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -342545.812500 Penalty: 3926.193848
	Iteration 14Q: 3 clusters Score -342545.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -342548.125000 Penalty: 3926.193848
	Iteration 15Q: 3 clusters Score -342548.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -342549.937500 Penalty: 3926.193848
	Iteration 16Q: 3 clusters Score -342549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -342551.531250 Penalty: 3926.193848
	Iteration 17Q: 3 clusters Score -342551.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -342552.406250 Penalty: 3926.193848
	Iteration 18Q: 3 clusters Score -342552.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -342555.625000 Penalty: 3926.193848
	Iteration 19Q: 3 clusters Score -342555.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -342569.031250 Penalty: 3926.193848
	Iteration 20F: 3 clusters Score -342569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -342609.031250 Penalty: 3926.193848
	Iteration 21Q: 3 clusters Score -342609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -342652.187500 Penalty: 3926.193848
	Iteration 22Q: 3 clusters Score -342652.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -342675.875000 Penalty: 3926.193848
	Iteration 23Q: 3 clusters Score -342675.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -342700.968750 Penalty: 3926.193848
	Iteration 24Q: 3 clusters Score -342701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -342720.500000 Penalty: 3926.193848
	Iteration 25Q: 3 clusters Score -342720.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -342728.375000 Penalty: 3926.193848
	Iteration 26Q: 3 clusters Score -342728.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -342731.531250 Penalty: 3926.193848
	Iteration 27Q: 3 clusters Score -342731.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -342733.531250 Penalty: 3926.193848
	Iteration 28Q: 3 clusters Score -342733.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -342734.406250 Penalty: 3926.193848
	Iteration 29Q: 3 clusters Score -342734.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -342734.406250 Penalty: 3926.193848
	Iteration 30F: 3 clusters Score -342734.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1788 members 
Mstep: Class 3 contains 17388 members 
Mstep: Class 4 contains 2893 members 
Mstep: Class 5 contains 27784 members 
Mstep: Class 6 contains 8389 members 
Mstep: Class 7 contains 296614 members 
Mstep: Class 8 contains 226312 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 182902 members 
Mstep: Class 11 contains 33682 members 
Mstep: Class 12 contains 20560 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 10891 members 
Mstep: Class 15 contains 21799 members 
Mstep: Class 16 contains 255 members 
Mstep: Class 17 contains 39992 members 
Mstep: Class 18 contains 101492 members 
Mstep: Class 19 contains 1444 members 
Entering Unmasked Estep 
Score: -135770016.000000 Penalty: 65085.578125
Splitting cluster 19 changes total score from -135760736.000000 to -135770016.000000
So it's getting split into cluster 13.
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 3 contains 17388 members 
Mstep: Class 5 contains 27784 members 
Mstep: Class 6 contains 8389 members 
Mstep: Class 7 contains 296614 members 
Mstep: Class 8 contains 226312 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 182902 members 
Mstep: Class 11 contains 33682 members 
Mstep: Class 12 contains 20560 members 
Mstep: Class 14 contains 10891 members 
Mstep: Class 15 contains 21799 members 
Mstep: Class 16 contains 255 members 
Mstep: Class 17 contains 39992 members 
Mstep: Class 18 contains 101492 members 
Mstep: Class 19 contains 1444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135772144.000000 Penalty: 65085.578125
Iteration 39Q: 20 clusters Score -1.357721e+08 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1802 members 
Mstep: Class 3 contains 17617 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 27850 members 
Mstep: Class 6 contains 8014 members 
Mstep: Class 7 contains 296769 members 
Mstep: Class 8 contains 225129 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 183324 members 
Mstep: Class 11 contains 34042 members 
Mstep: Class 12 contains 20521 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 10872 members 
Mstep: Class 15 contains 21926 members 
Mstep: Class 16 contains 255 members 
Mstep: Class 17 contains 41752 members 
Mstep: Class 18 contains 99924 members 
Mstep: Class 19 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135773328.000000 Penalty: 65085.578125
Iteration 40F: 20 clusters Score -1.357733e+08 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 17854 members 
Mstep: Class 4 contains 3270 members 
Mstep: Class 5 contains 27905 members 
Mstep: Class 6 contains 7611 members 
Mstep: Class 7 contains 297339 members 
Mstep: Class 8 contains 224055 members 
Mstep: Class 9 contains 711 members 
Mstep: Class 10 contains 183585 members 
Mstep: Class 11 contains 34417 members 
Mstep: Class 12 contains 20471 members 
Mstep: Class 13 contains 1269 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 22056 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 42945 members 
Mstep: Class 18 contains 98485 members 
Mstep: Class 19 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135773168.000000 Penalty: 65085.578125
Iteration 41Q: 20 clusters Score -1.357732e+08 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2124 members 
Mstep: Class 3 contains 18071 members 
Mstep: Class 4 contains 3333 members 
Mstep: Class 5 contains 27951 members 
Mstep: Class 6 contains 7243 members 
Mstep: Class 7 contains 298059 members 
Mstep: Class 8 contains 223006 members 
Mstep: Class 9 contains 714 members 
Mstep: Class 10 contains 183777 members 
Mstep: Class 11 contains 34756 members 
Mstep: Class 12 contains 20423 members 
Mstep: Class 13 contains 1269 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 22179 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 43947 members 
Mstep: Class 18 contains 97168 members 
Mstep: Class 19 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135773696.000000 Penalty: 65085.578125
Iteration 42Q: 20 clusters Score -1.357737e+08 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2277 members 
Mstep: Class 3 contains 18293 members 
Mstep: Class 4 contains 3381 members 
Mstep: Class 5 contains 27997 members 
Mstep: Class 6 contains 6901 members 
Mstep: Class 7 contains 298734 members 
Mstep: Class 8 contains 222018 members 
Mstep: Class 9 contains 715 members 
Mstep: Class 10 contains 183963 members 
Mstep: Class 11 contains 35109 members 
Mstep: Class 12 contains 20383 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 22278 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 44783 members 
Mstep: Class 18 contains 95999 members 
Mstep: Class 19 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135773520.000000 Penalty: 65085.578125
Iteration 43Q: 20 clusters Score -1.357735e+08 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 3 contains 18483 members 
Mstep: Class 4 contains 3402 members 
Mstep: Class 5 contains 28054 members 
Mstep: Class 6 contains 6563 members 
Mstep: Class 7 contains 299277 members 
Mstep: Class 8 contains 221164 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 184076 members 
Mstep: Class 11 contains 35455 members 
Mstep: Class 12 contains 20364 members 
Mstep: Class 13 contains 1266 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 22416 members 
Mstep: Class 16 contains 251 members 
Mstep: Class 17 contains 45464 members 
Mstep: Class 18 contains 94996 members 
Mstep: Class 19 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135773440.000000 Penalty: 65085.578125
Iteration 44Q: 20 clusters Score -1.357734e+08 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 3 contains 18676 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 28121 members 
Mstep: Class 6 contains 6257 members 
Mstep: Class 7 contains 299662 members 
Mstep: Class 8 contains 220505 members 
Mstep: Class 9 contains 719 members 
Mstep: Class 10 contains 184177 members 
Mstep: Class 11 contains 35762 members 
Mstep: Class 12 contains 20312 members 
Mstep: Class 13 contains 1266 members 
Mstep: Class 14 contains 10862 members 
Mstep: Class 15 contains 22541 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 46017 members 
Mstep: Class 18 contains 94064 members 
Mstep: Class 19 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135773104.000000 Penalty: 65085.578125
Iteration 45Q: 20 clusters Score -1.357731e+08 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2719 members 
Mstep: Class 3 contains 18864 members 
Mstep: Class 4 contains 3438 members 
Mstep: Class 5 contains 28178 members 
Mstep: Class 6 contains 5978 members 
Mstep: Class 7 contains 299969 members 
Mstep: Class 8 contains 219913 members 
Mstep: Class 9 contains 719 members 
Mstep: Class 10 contains 184234 members 
Mstep: Class 11 contains 36053 members 
Mstep: Class 12 contains 20269 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 10895 members 
Mstep: Class 15 contains 22696 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 46513 members 
Mstep: Class 18 contains 93247 members 
Mstep: Class 19 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135772960.000000 Penalty: 65085.578125
Iteration 46Q: 20 clusters Score -1.35773e+08 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2828 members 
Mstep: Class 3 contains 19053 members 
Mstep: Class 4 contains 3445 members 
Mstep: Class 5 contains 28216 members 
Mstep: Class 6 contains 5728 members 
Mstep: Class 7 contains 300193 members 
Mstep: Class 8 contains 219429 members 
Mstep: Class 9 contains 719 members 
Mstep: Class 10 contains 184324 members 
Mstep: Class 11 contains 36345 members 
Mstep: Class 12 contains 20223 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 10913 members 
Mstep: Class 15 contains 22846 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 46938 members 
Mstep: Class 18 contains 92491 members 
Mstep: Class 19 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135772720.000000 Penalty: 65085.578125
Iteration 47Q: 20 clusters Score -1.357727e+08 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 19188 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 28268 members 
Mstep: Class 6 contains 5486 members 
Mstep: Class 7 contains 300494 members 
Mstep: Class 8 contains 219009 members 
Mstep: Class 9 contains 719 members 
Mstep: Class 10 contains 184389 members 
Mstep: Class 11 contains 36587 members 
Mstep: Class 12 contains 20191 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 10924 members 
Mstep: Class 15 contains 22982 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 47286 members 
Mstep: Class 18 contains 91782 members 
Mstep: Class 19 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135772384.000000 Penalty: 65085.578125
Iteration 48Q: 20 clusters Score -1.357724e+08 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 19329 members 
Mstep: Class 4 contains 3439 members 
Mstep: Class 5 contains 28302 members 
Mstep: Class 6 contains 5275 members 
Mstep: Class 7 contains 300781 members 
Mstep: Class 8 contains 218648 members 
Mstep: Class 9 contains 719 members 
Mstep: Class 10 contains 184408 members 
Mstep: Class 11 contains 36829 members 
Mstep: Class 12 contains 20150 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 10926 members 
Mstep: Class 15 contains 23069 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 47590 members 
Mstep: Class 18 contains 91173 members 
Mstep: Class 19 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135771744.000000 Penalty: 65085.578125
Iteration 49Q: 20 clusters Score -1.357717e+08 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3176 members 
Mstep: Class 3 contains 19422 members 
Mstep: Class 4 contains 3423 members 
Mstep: Class 5 contains 28315 members 
Mstep: Class 6 contains 5080 members 
Mstep: Class 7 contains 301010 members 
Mstep: Class 8 contains 218317 members 
Mstep: Class 9 contains 719 members 
Mstep: Class 10 contains 184387 members 
Mstep: Class 11 contains 37066 members 
Mstep: Class 12 contains 20131 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 10935 members 
Mstep: Class 15 contains 23159 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 47896 members 
Mstep: Class 18 contains 90664 members 
Mstep: Class 19 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135771936.000000 Penalty: 65085.578125
Iteration 50Q: 20 clusters Score -1.357719e+08 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3277 members 
Mstep: Class 3 contains 19515 members 
Mstep: Class 4 contains 3409 members 
Mstep: Class 5 contains 28329 members 
Mstep: Class 6 contains 4907 members 
Mstep: Class 7 contains 301207 members 
Mstep: Class 8 contains 218073 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 184340 members 
Mstep: Class 11 contains 37258 members 
Mstep: Class 12 contains 20103 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 10949 members 
Mstep: Class 15 contains 23227 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 48165 members 
Mstep: Class 18 contains 90229 members 
Mstep: Class 19 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135771568.000000 Penalty: 65085.578125
Iteration 51Q: 20 clusters Score -1.357716e+08 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3371 members 
Mstep: Class 3 contains 19584 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 28337 members 
Mstep: Class 6 contains 4765 members 
Mstep: Class 7 contains 301375 members 
Mstep: Class 8 contains 217837 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 184265 members 
Mstep: Class 11 contains 37418 members 
Mstep: Class 12 contains 20082 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 10968 members 
Mstep: Class 15 contains 23297 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 48416 members 
Mstep: Class 18 contains 89876 members 
Mstep: Class 19 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135771728.000000 Penalty: 65085.578125
Iteration 52Q: 20 clusters Score -1.357717e+08 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 19660 members 
Mstep: Class 4 contains 3391 members 
Mstep: Class 5 contains 28354 members 
Mstep: Class 6 contains 4635 members 
Mstep: Class 7 contains 301530 members 
Mstep: Class 8 contains 217601 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 184180 members 
Mstep: Class 11 contains 37585 members 
Mstep: Class 12 contains 20071 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 10969 members 
Mstep: Class 15 contains 23374 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 48653 members 
Mstep: Class 18 contains 89534 members 
Mstep: Class 19 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135771440.000000 Penalty: 65085.578125
Iteration 53Q: 20 clusters Score -1.357714e+08 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3520 members 
Mstep: Class 3 contains 19758 members 
Mstep: Class 4 contains 3399 members 
Mstep: Class 5 contains 28372 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 301705 members 
Mstep: Class 8 contains 217318 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 184102 members 
Mstep: Class 11 contains 37767 members 
Mstep: Class 12 contains 20060 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 10966 members 
Mstep: Class 15 contains 23443 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 48853 members 
Mstep: Class 18 contains 89240 members 
Mstep: Class 19 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135771376.000000 Penalty: 65085.578125
Iteration 54Q: 20 clusters Score -1.357714e+08 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3570 members 
Mstep: Class 3 contains 19841 members 
Mstep: Class 4 contains 3402 members 
Mstep: Class 5 contains 28390 members 
Mstep: Class 6 contains 4326 members 
Mstep: Class 7 contains 301841 members 
Mstep: Class 8 contains 217060 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 184020 members 
Mstep: Class 11 contains 37979 members 
Mstep: Class 12 contains 20051 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 10977 members 
Mstep: Class 15 contains 23541 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 49044 members 
Mstep: Class 18 contains 88954 members 
Mstep: Class 19 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135771104.000000 Penalty: 65085.578125
Iteration 55Q: 20 clusters Score -1.357711e+08 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3601 members 
Mstep: Class 3 contains 19908 members 
Mstep: Class 4 contains 3415 members 
Mstep: Class 5 contains 28396 members 
Mstep: Class 6 contains 4169 members 
Mstep: Class 7 contains 301986 members 
Mstep: Class 8 contains 216841 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 183929 members 
Mstep: Class 11 contains 38170 members 
Mstep: Class 12 contains 20031 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 10987 members 
Mstep: Class 15 contains 23623 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 49231 members 
Mstep: Class 18 contains 88708 members 
Mstep: Class 19 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135770992.000000 Penalty: 65085.578125
Iteration 56Q: 20 clusters Score -1.35771e+08 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3618 members 
Mstep: Class 3 contains 19986 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 28409 members 
Mstep: Class 6 contains 4037 members 
Mstep: Class 7 contains 302113 members 
Mstep: Class 8 contains 216612 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 183797 members 
Mstep: Class 11 contains 38344 members 
Mstep: Class 12 contains 20007 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 10994 members 
Mstep: Class 15 contains 23703 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 49428 members 
Mstep: Class 18 contains 88520 members 
Mstep: Class 19 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135770720.000000 Penalty: 65085.578125
Iteration 57Q: 20 clusters Score -1.357707e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3633 members 
Mstep: Class 3 contains 20058 members 
Mstep: Class 4 contains 3446 members 
Mstep: Class 5 contains 28427 members 
Mstep: Class 6 contains 3912 members 
Mstep: Class 7 contains 302219 members 
Mstep: Class 8 contains 216382 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 183671 members 
Mstep: Class 11 contains 38511 members 
Mstep: Class 12 contains 19974 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 10999 members 
Mstep: Class 15 contains 23768 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 49597 members 
Mstep: Class 18 contains 88398 members 
Mstep: Class 19 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135770800.000000 Penalty: 65085.578125
Iteration 58Q: 20 clusters Score -1.357708e+08 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3653 members 
Mstep: Class 3 contains 20119 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 28437 members 
Mstep: Class 6 contains 3816 members 
Mstep: Class 7 contains 302346 members 
Mstep: Class 8 contains 216153 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 183526 members 
Mstep: Class 11 contains 38642 members 
Mstep: Class 12 contains 19941 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11020 members 
Mstep: Class 15 contains 23825 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 49773 members 
Mstep: Class 18 contains 88283 members 
Mstep: Class 19 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135770640.000000 Penalty: 65085.578125
Iteration 59Q: 20 clusters Score -1.357706e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3672 members 
Mstep: Class 3 contains 20167 members 
Mstep: Class 4 contains 3468 members 
Mstep: Class 5 contains 28460 members 
Mstep: Class 6 contains 3722 members 
Mstep: Class 7 contains 302476 members 
Mstep: Class 8 contains 215914 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 183365 members 
Mstep: Class 11 contains 38770 members 
Mstep: Class 12 contains 19917 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 23881 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 49947 members 
Mstep: Class 18 contains 88193 members 
Mstep: Class 19 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135770560.000000 Penalty: 65085.578125
Iteration 60F: 20 clusters Score -1.357706e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 20222 members 
Mstep: Class 4 contains 3472 members 
Mstep: Class 5 contains 28468 members 
Mstep: Class 6 contains 3633 members 
Mstep: Class 7 contains 302585 members 
Mstep: Class 8 contains 215721 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 183170 members 
Mstep: Class 11 contains 38898 members 
Mstep: Class 12 contains 19892 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11047 members 
Mstep: Class 15 contains 23930 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 50096 members 
Mstep: Class 18 contains 88170 members 
Mstep: Class 19 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135770352.000000 Penalty: 65085.578125
Iteration 61Q: 20 clusters Score -1.357704e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3703 members 
Mstep: Class 3 contains 20274 members 
Mstep: Class 4 contains 3477 members 
Mstep: Class 5 contains 28463 members 
Mstep: Class 6 contains 3568 members 
Mstep: Class 7 contains 302687 members 
Mstep: Class 8 contains 215559 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 182950 members 
Mstep: Class 11 contains 39003 members 
Mstep: Class 12 contains 19871 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11062 members 
Mstep: Class 15 contains 23984 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 50230 members 
Mstep: Class 18 contains 88163 members 
Mstep: Class 19 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135770384.000000 Penalty: 65085.578125
Iteration 62Q: 20 clusters Score -1.357704e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3717 members 
Mstep: Class 3 contains 20324 members 
Mstep: Class 4 contains 3482 members 
Mstep: Class 5 contains 28474 members 
Mstep: Class 6 contains 3504 members 
Mstep: Class 7 contains 302742 members 
Mstep: Class 8 contains 215386 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 182726 members 
Mstep: Class 11 contains 39122 members 
Mstep: Class 12 contains 19866 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11084 members 
Mstep: Class 15 contains 24032 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 50353 members 
Mstep: Class 18 contains 88182 members 
Mstep: Class 19 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135770096.000000 Penalty: 65085.578125
Iteration 63Q: 20 clusters Score -1.357701e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3729 members 
Mstep: Class 3 contains 20368 members 
Mstep: Class 4 contains 3489 members 
Mstep: Class 5 contains 28468 members 
Mstep: Class 6 contains 3445 members 
Mstep: Class 7 contains 302788 members 
Mstep: Class 8 contains 215227 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 182489 members 
Mstep: Class 11 contains 39247 members 
Mstep: Class 12 contains 19847 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 24086 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 50462 members 
Mstep: Class 18 contains 88241 members 
Mstep: Class 19 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135769744.000000 Penalty: 65085.578125
Iteration 64Q: 20 clusters Score -1.357697e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 20407 members 
Mstep: Class 4 contains 3497 members 
Mstep: Class 5 contains 28462 members 
Mstep: Class 6 contains 3397 members 
Mstep: Class 7 contains 302855 members 
Mstep: Class 8 contains 215084 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 182236 members 
Mstep: Class 11 contains 39327 members 
Mstep: Class 12 contains 19836 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11122 members 
Mstep: Class 15 contains 24128 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 50572 members 
Mstep: Class 18 contains 88329 members 
Mstep: Class 19 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135769296.000000 Penalty: 65085.578125
Iteration 65Q: 20 clusters Score -1.357693e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 20444 members 
Mstep: Class 4 contains 3505 members 
Mstep: Class 5 contains 28459 members 
Mstep: Class 6 contains 3335 members 
Mstep: Class 7 contains 302903 members 
Mstep: Class 8 contains 214932 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 181963 members 
Mstep: Class 11 contains 39416 members 
Mstep: Class 12 contains 19824 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11131 members 
Mstep: Class 15 contains 24165 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 50673 members 
Mstep: Class 18 contains 88486 members 
Mstep: Class 19 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135769184.000000 Penalty: 65085.578125
Iteration 66Q: 20 clusters Score -1.357692e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3769 members 
Mstep: Class 3 contains 20486 members 
Mstep: Class 4 contains 3515 members 
Mstep: Class 5 contains 28455 members 
Mstep: Class 6 contains 3288 members 
Mstep: Class 7 contains 302879 members 
Mstep: Class 8 contains 214801 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 181686 members 
Mstep: Class 11 contains 39506 members 
Mstep: Class 12 contains 19803 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11134 members 
Mstep: Class 15 contains 24209 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 50756 members 
Mstep: Class 18 contains 88707 members 
Mstep: Class 19 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135769296.000000 Penalty: 65085.578125
Iteration 67Q: 20 clusters Score -1.357693e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3784 members 
Mstep: Class 3 contains 20523 members 
Mstep: Class 4 contains 3526 members 
Mstep: Class 5 contains 28451 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 302863 members 
Mstep: Class 8 contains 214672 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 181384 members 
Mstep: Class 11 contains 39578 members 
Mstep: Class 12 contains 19789 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11131 members 
Mstep: Class 15 contains 24242 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 50841 members 
Mstep: Class 18 contains 88954 members 
Mstep: Class 19 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135769360.000000 Penalty: 65085.578125
Iteration 68Q: 20 clusters Score -1.357694e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3799 members 
Mstep: Class 3 contains 20550 members 
Mstep: Class 4 contains 3529 members 
Mstep: Class 5 contains 28433 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 302875 members 
Mstep: Class 8 contains 214543 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 181046 members 
Mstep: Class 11 contains 39637 members 
Mstep: Class 12 contains 19769 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11139 members 
Mstep: Class 15 contains 24279 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 50924 members 
Mstep: Class 18 contains 89252 members 
Mstep: Class 19 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135769216.000000 Penalty: 65085.578125
Iteration 69Q: 20 clusters Score -1.357692e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3809 members 
Mstep: Class 3 contains 20578 members 
Mstep: Class 4 contains 3535 members 
Mstep: Class 5 contains 28421 members 
Mstep: Class 6 contains 3182 members 
Mstep: Class 7 contains 302883 members 
Mstep: Class 8 contains 214433 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 180714 members 
Mstep: Class 11 contains 39691 members 
Mstep: Class 12 contains 19750 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11145 members 
Mstep: Class 15 contains 24316 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 50996 members 
Mstep: Class 18 contains 89541 members 
Mstep: Class 19 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135769296.000000 Penalty: 65085.578125
Iteration 70Q: 20 clusters Score -1.357693e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3816 members 
Mstep: Class 3 contains 20604 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 28417 members 
Mstep: Class 6 contains 3162 members 
Mstep: Class 7 contains 302869 members 
Mstep: Class 8 contains 214328 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 180380 members 
Mstep: Class 11 contains 39725 members 
Mstep: Class 12 contains 19734 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11148 members 
Mstep: Class 15 contains 24350 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 51052 members 
Mstep: Class 18 contains 89866 members 
Mstep: Class 19 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135768912.000000 Penalty: 65085.578125
Iteration 71Q: 20 clusters Score -1.357689e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3825 members 
Mstep: Class 3 contains 20638 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 5 contains 28416 members 
Mstep: Class 6 contains 3132 members 
Mstep: Class 7 contains 302867 members 
Mstep: Class 8 contains 214233 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 180041 members 
Mstep: Class 11 contains 39763 members 
Mstep: Class 12 contains 19718 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11155 members 
Mstep: Class 15 contains 24374 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 51106 members 
Mstep: Class 18 contains 90177 members 
Mstep: Class 19 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135768928.000000 Penalty: 65085.578125
Iteration 72Q: 20 clusters Score -1.357689e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3831 members 
Mstep: Class 3 contains 20663 members 
Mstep: Class 4 contains 3553 members 
Mstep: Class 5 contains 28406 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 7 contains 302863 members 
Mstep: Class 8 contains 214146 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 179720 members 
Mstep: Class 11 contains 39805 members 
Mstep: Class 12 contains 19712 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11156 members 
Mstep: Class 15 contains 24394 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 51155 members 
Mstep: Class 18 contains 90489 members 
Mstep: Class 19 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135768928.000000 Penalty: 65085.578125
Iteration 73Q: 20 clusters Score -1.357689e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3835 members 
Mstep: Class 3 contains 20691 members 
Mstep: Class 4 contains 3556 members 
Mstep: Class 5 contains 28402 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 302848 members 
Mstep: Class 8 contains 214081 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 179388 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 19709 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11165 members 
Mstep: Class 15 contains 24415 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 51201 members 
Mstep: Class 18 contains 90790 members 
Mstep: Class 19 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135769024.000000 Penalty: 65085.578125
Iteration 74Q: 20 clusters Score -1.35769e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3841 members 
Mstep: Class 3 contains 20719 members 
Mstep: Class 4 contains 3560 members 
Mstep: Class 5 contains 28397 members 
Mstep: Class 6 contains 3029 members 
Mstep: Class 7 contains 302871 members 
Mstep: Class 8 contains 214009 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 179028 members 
Mstep: Class 11 contains 39882 members 
Mstep: Class 12 contains 19711 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11168 members 
Mstep: Class 15 contains 24434 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 51238 members 
Mstep: Class 18 contains 91105 members 
Mstep: Class 19 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135768880.000000 Penalty: 65085.578125
Iteration 75Q: 20 clusters Score -1.357689e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3844 members 
Mstep: Class 3 contains 20740 members 
Mstep: Class 4 contains 3565 members 
Mstep: Class 5 contains 28388 members 
Mstep: Class 6 contains 3006 members 
Mstep: Class 7 contains 302885 members 
Mstep: Class 8 contains 213942 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 178635 members 
Mstep: Class 11 contains 39915 members 
Mstep: Class 12 contains 19705 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11176 members 
Mstep: Class 15 contains 24464 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 51282 members 
Mstep: Class 18 contains 91445 members 
Mstep: Class 19 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135768768.000000 Penalty: 65085.578125
Iteration 76Q: 20 clusters Score -1.357688e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3847 members 
Mstep: Class 3 contains 20759 members 
Mstep: Class 4 contains 3572 members 
Mstep: Class 5 contains 28392 members 
Mstep: Class 6 contains 2986 members 
Mstep: Class 7 contains 302882 members 
Mstep: Class 8 contains 213872 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 178240 members 
Mstep: Class 11 contains 39950 members 
Mstep: Class 12 contains 19698 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11176 members 
Mstep: Class 15 contains 24505 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 51331 members 
Mstep: Class 18 contains 91783 members 
Mstep: Class 19 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135768528.000000 Penalty: 65085.578125
Iteration 77Q: 20 clusters Score -1.357685e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3847 members 
Mstep: Class 3 contains 20782 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 28393 members 
Mstep: Class 6 contains 2970 members 
Mstep: Class 7 contains 302878 members 
Mstep: Class 8 contains 213801 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 177838 members 
Mstep: Class 11 contains 39980 members 
Mstep: Class 12 contains 19691 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11178 members 
Mstep: Class 15 contains 24534 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 51376 members 
Mstep: Class 18 contains 92146 members 
Mstep: Class 19 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135768432.000000 Penalty: 65085.578125
Iteration 78Q: 20 clusters Score -1.357684e+08 nChanged 901
Entering ConstructFrom: 
Score: -135768432.000000 Penalty: 65085.578125
Entering ConstructFrom: 
Trying to split cluster 1 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -55997.949219 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -55997.95 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 226 members 
Entering Unmasked Estep 
Score: -54531.839844 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -54531.84 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54768.753906 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -54768.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54852.992188 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -54852.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54891.621094 Penalty: 3054.911377
	Iteration 3Q: 3 clusters Score -54891.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54913.292969 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -54913.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54933.777344 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -54933.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54952.234375 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -54952.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54970.527344 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -54970.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54996.121094 Penalty: 3054.911377
	Iteration 8Q: 3 clusters Score -54996.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -55007.707031 Penalty: 3054.911377
	Iteration 9Q: 3 clusters Score -55007.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55016.671875 Penalty: 3054.911377
	Iteration 10Q: 3 clusters Score -55016.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -55021.722656 Penalty: 3054.911377
	Iteration 11Q: 3 clusters Score -55021.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -55067.496094 Penalty: 3054.911377
	Iteration 12Q: 3 clusters Score -55067.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55173.988281 Penalty: 3054.911377
	Iteration 13Q: 3 clusters Score -55173.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -55285.636719 Penalty: 3054.911377
	Iteration 14Q: 3 clusters Score -55285.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55493.925781 Penalty: 3054.911377
	Iteration 15Q: 3 clusters Score -55493.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55553.296875 Penalty: 3054.911377
	Iteration 16Q: 3 clusters Score -55553.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55596.375000 Penalty: 3054.911377
	Iteration 17Q: 3 clusters Score -55596.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55628.707031 Penalty: 3054.911377
	Iteration 18Q: 3 clusters Score -55628.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55651.039062 Penalty: 3054.911377
	Iteration 19Q: 3 clusters Score -55651.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55684.765625 Penalty: 3054.911377
	Iteration 20F: 3 clusters Score -55684.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55782.417969 Penalty: 3054.911377
	Iteration 21Q: 3 clusters Score -55782.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -55887.742188 Penalty: 3054.911377
	Iteration 22Q: 3 clusters Score -55887.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -55933.359375 Penalty: 3054.911377
	Iteration 23Q: 3 clusters Score -55933.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -55978.652344 Penalty: 3054.911377
	Iteration 24Q: 3 clusters Score -55978.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -56012.054688 Penalty: 3054.911377
	Iteration 25Q: 3 clusters Score -56012.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -56040.488281 Penalty: 3054.911377
	Iteration 26Q: 3 clusters Score -56040.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56044.500000 Penalty: 3054.911377
	Iteration 27Q: 3 clusters Score -56044.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56044.500000 Penalty: 3054.911377
	Iteration 28F: 3 clusters Score -56044.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3850 members 
Mstep: Class 3 contains 20799 members 
Mstep: Class 4 contains 3587 members 
Mstep: Class 5 contains 28394 members 
Mstep: Class 6 contains 2949 members 
Mstep: Class 7 contains 302851 members 
Mstep: Class 8 contains 213751 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 177469 members 
Mstep: Class 11 contains 40011 members 
Mstep: Class 12 contains 19698 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11174 members 
Mstep: Class 15 contains 24555 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 51413 members 
Mstep: Class 18 contains 92492 members 
Mstep: Class 19 contains 1489 members 
Mstep: Class 20 contains 305 members 
Entering Unmasked Estep 
Score: -135766384.000000 Penalty: 68511.132812
Splitting cluster 1 changes total score from -135768432.000000 to -135766384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Entering Unmasked Estep 
Score: -494981.656250 Penalty: 2047.445557
	Iteration 0F: 2 clusters Score -494981.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -491188.062500 Penalty: 4094.891113
	Iteration 0F: 3 clusters Score -491188.1 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -492204.656250 Penalty: 4094.891113
	Iteration 1F: 3 clusters Score -492204.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -492562.156250 Penalty: 4094.891113
	Iteration 2F: 3 clusters Score -492562.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -492842.781250 Penalty: 4094.891113
	Iteration 3F: 3 clusters Score -492842.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -493027.875000 Penalty: 4094.891113
	Iteration 4F: 3 clusters Score -493027.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -493180.312500 Penalty: 4094.891113
	Iteration 5Q: 3 clusters Score -493180.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -493294.906250 Penalty: 4094.891113
	Iteration 6Q: 3 clusters Score -493294.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -493409.093750 Penalty: 4094.891113
	Iteration 7Q: 3 clusters Score -493409.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -493504.687500 Penalty: 4094.891113
	Iteration 8Q: 3 clusters Score -493504.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -493587.750000 Penalty: 4094.891113
	Iteration 9Q: 3 clusters Score -493587.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -493674.406250 Penalty: 4094.891113
	Iteration 10Q: 3 clusters Score -493674.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -493750.656250 Penalty: 4094.891113
	Iteration 11Q: 3 clusters Score -493750.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -493829.593750 Penalty: 4094.891113
	Iteration 12Q: 3 clusters Score -493829.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -493881.593750 Penalty: 4094.891113
	Iteration 13Q: 3 clusters Score -493881.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -493918.437500 Penalty: 4094.891113
	Iteration 14Q: 3 clusters Score -493918.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -493948.593750 Penalty: 4094.891113
	Iteration 15Q: 3 clusters Score -493948.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -493966.343750 Penalty: 4094.891113
	Iteration 16Q: 3 clusters Score -493966.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -493979.468750 Penalty: 4094.891113
	Iteration 17Q: 3 clusters Score -493979.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -493986.562500 Penalty: 4094.891113
	Iteration 18Q: 3 clusters Score -493986.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -493992.531250 Penalty: 4094.891113
	Iteration 19Q: 3 clusters Score -493992.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -493999.906250 Penalty: 4094.891113
	Iteration 20F: 3 clusters Score -493999.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -494007.656250 Penalty: 4094.891113
	Iteration 21Q: 3 clusters Score -494007.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -494013.656250 Penalty: 4094.891113
	Iteration 22Q: 3 clusters Score -494013.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -494020.187500 Penalty: 4094.891113
	Iteration 23Q: 3 clusters Score -494020.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -494030.187500 Penalty: 4094.891113
	Iteration 24Q: 3 clusters Score -494030.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -494038.125000 Penalty: 4094.891113
	Iteration 25Q: 3 clusters Score -494038.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -494041.875000 Penalty: 4094.891113
	Iteration 26Q: 3 clusters Score -494041.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -494044.875000 Penalty: 4094.891113
	Iteration 27Q: 3 clusters Score -494044.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -494045.187500 Penalty: 4094.891113
	Iteration 28Q: 3 clusters Score -494045.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -494048.750000 Penalty: 4094.891113
	Iteration 29Q: 3 clusters Score -494048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -494050.093750 Penalty: 4094.891113
	Iteration 30Q: 3 clusters Score -494050.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -494052.812500 Penalty: 4094.891113
	Iteration 31Q: 3 clusters Score -494052.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -494055.968750 Penalty: 4094.891113
	Iteration 32Q: 3 clusters Score -494056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -494057.625000 Penalty: 4094.891113
	Iteration 33Q: 3 clusters Score -494057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -494060.281250 Penalty: 4094.891113
	Iteration 34Q: 3 clusters Score -494060.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -494060.187500 Penalty: 4094.891113
	Iteration 35Q: 3 clusters Score -494060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -494060.718750 Penalty: 4094.891113
	Iteration 36Q: 3 clusters Score -494060.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -494061.718750 Penalty: 4094.891113
	Iteration 37Q: 3 clusters Score -494061.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -494063.062500 Penalty: 4094.891113
	Iteration 38Q: 3 clusters Score -494063.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -494064.718750 Penalty: 4094.891113
	Iteration 39Q: 3 clusters Score -494064.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -494066.312500 Penalty: 4094.891113
	Iteration 40F: 3 clusters Score -494066.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -494068.031250 Penalty: 4094.891113
	Iteration 41Q: 3 clusters Score -494068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -494069.718750 Penalty: 4094.891113
	Iteration 42Q: 3 clusters Score -494069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -494071.218750 Penalty: 4094.891113
	Iteration 43Q: 3 clusters Score -494071.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -494072.968750 Penalty: 4094.891113
	Iteration 44Q: 3 clusters Score -494073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -494073.562500 Penalty: 4094.891113
	Iteration 45Q: 3 clusters Score -494073.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -494073.562500 Penalty: 4094.891113
	Iteration 46F: 3 clusters Score -494073.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Entering Unmasked Estep 
Score: -2913835.500000 Penalty: 2465.779785
	Iteration 0F: 2 clusters Score -2913836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2899340.750000 Penalty: 4931.559570
	Iteration 0F: 3 clusters Score -2899341 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2904228.500000 Penalty: 4931.559570
	Iteration 1F: 3 clusters Score -2904228 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2904764.000000 Penalty: 4931.559570
	Iteration 2F: 3 clusters Score -2904764 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2905225.000000 Penalty: 4931.559570
	Iteration 3F: 3 clusters Score -2905225 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2905676.750000 Penalty: 4931.559570
	Iteration 4Q: 3 clusters Score -2905677 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2906117.000000 Penalty: 4931.559570
	Iteration 5Q: 3 clusters Score -2906117 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2906626.500000 Penalty: 4931.559570
	Iteration 6Q: 3 clusters Score -2906626 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2907254.250000 Penalty: 4931.559570
	Iteration 7F: 3 clusters Score -2907254 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2907963.250000 Penalty: 4931.559570
	Iteration 8F: 3 clusters Score -2907963 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2908713.500000 Penalty: 4931.559570
	Iteration 9F: 3 clusters Score -2908714 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2909386.500000 Penalty: 4931.559570
	Iteration 10Q: 3 clusters Score -2909386 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2909814.000000 Penalty: 4931.559570
	Iteration 11Q: 3 clusters Score -2909814 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2910038.750000 Penalty: 4931.559570
	Iteration 12Q: 3 clusters Score -2910039 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2910171.750000 Penalty: 4931.559570
	Iteration 13Q: 3 clusters Score -2910172 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2910263.500000 Penalty: 4931.559570
	Iteration 14Q: 3 clusters Score -2910264 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2910331.250000 Penalty: 4931.559570
	Iteration 15Q: 3 clusters Score -2910331 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2910399.750000 Penalty: 4931.559570
	Iteration 16Q: 3 clusters Score -2910400 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2910453.500000 Penalty: 4931.559570
	Iteration 17Q: 3 clusters Score -2910454 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2910514.250000 Penalty: 4931.559570
	Iteration 18Q: 3 clusters Score -2910514 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2910576.000000 Penalty: 4931.559570
	Iteration 19Q: 3 clusters Score -2910576 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2910637.500000 Penalty: 4931.559570
	Iteration 20F: 3 clusters Score -2910638 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2910698.750000 Penalty: 4931.559570
	Iteration 21Q: 3 clusters Score -2910699 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2910742.750000 Penalty: 4931.559570
	Iteration 22Q: 3 clusters Score -2910743 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2910801.500000 Penalty: 4931.559570
	Iteration 23Q: 3 clusters Score -2910802 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2910882.750000 Penalty: 4931.559570
	Iteration 24Q: 3 clusters Score -2910883 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2910930.500000 Penalty: 4931.559570
	Iteration 25Q: 3 clusters Score -2910930 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2910963.750000 Penalty: 4931.559570
	Iteration 26Q: 3 clusters Score -2910964 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2911010.000000 Penalty: 4931.559570
	Iteration 27Q: 3 clusters Score -2911010 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2911056.500000 Penalty: 4931.559570
	Iteration 28Q: 3 clusters Score -2911056 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2911081.000000 Penalty: 4931.559570
	Iteration 29Q: 3 clusters Score -2911081 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2911111.000000 Penalty: 4931.559570
	Iteration 30Q: 3 clusters Score -2911111 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2911150.750000 Penalty: 4931.559570
	Iteration 31Q: 3 clusters Score -2911151 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2911182.250000 Penalty: 4931.559570
	Iteration 32Q: 3 clusters Score -2911182 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2911222.750000 Penalty: 4931.559570
	Iteration 33Q: 3 clusters Score -2911223 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2911251.500000 Penalty: 4931.559570
	Iteration 34Q: 3 clusters Score -2911252 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2911296.750000 Penalty: 4931.559570
	Iteration 35Q: 3 clusters Score -2911297 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2911330.750000 Penalty: 4931.559570
	Iteration 36Q: 3 clusters Score -2911331 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2911370.250000 Penalty: 4931.559570
	Iteration 37Q: 3 clusters Score -2911370 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2911396.250000 Penalty: 4931.559570
	Iteration 38Q: 3 clusters Score -2911396 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2911427.750000 Penalty: 4931.559570
	Iteration 39Q: 3 clusters Score -2911428 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2911454.500000 Penalty: 4931.559570
	Iteration 40F: 3 clusters Score -2911454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2911465.750000 Penalty: 4931.559570
	Iteration 41Q: 3 clusters Score -2911466 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2911485.750000 Penalty: 4931.559570
	Iteration 42Q: 3 clusters Score -2911486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2911502.750000 Penalty: 4931.559570
	Iteration 43Q: 3 clusters Score -2911503 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2911521.500000 Penalty: 4931.559570
	Iteration 44Q: 3 clusters Score -2911522 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2911549.500000 Penalty: 4931.559570
	Iteration 45Q: 3 clusters Score -2911550 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2911578.750000 Penalty: 4931.559570
	Iteration 46Q: 3 clusters Score -2911579 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2911601.750000 Penalty: 4931.559570
	Iteration 47Q: 3 clusters Score -2911602 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2911618.000000 Penalty: 4931.559570
	Iteration 48Q: 3 clusters Score -2911618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2911642.500000 Penalty: 4931.559570
	Iteration 49Q: 3 clusters Score -2911642 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2911665.000000 Penalty: 4931.559570
	Iteration 50Q: 3 clusters Score -2911665 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2911696.750000 Penalty: 4931.559570
	Iteration 51Q: 3 clusters Score -2911697 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2911694.250000 Penalty: 4931.559570
	Iteration 52Q: 3 clusters Score -2911694 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2911711.500000 Penalty: 4931.559570
	Iteration 53Q: 3 clusters Score -2911712 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2911717.000000 Penalty: 4931.559570
	Iteration 54Q: 3 clusters Score -2911717 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2911736.500000 Penalty: 4931.559570
	Iteration 55Q: 3 clusters Score -2911736 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2911758.000000 Penalty: 4931.559570
	Iteration 56Q: 3 clusters Score -2911758 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2911775.250000 Penalty: 4931.559570
	Iteration 57Q: 3 clusters Score -2911775 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2911798.250000 Penalty: 4931.559570
	Iteration 58Q: 3 clusters Score -2911798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2911815.750000 Penalty: 4931.559570
	Iteration 59Q: 3 clusters Score -2911816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2911832.500000 Penalty: 4931.559570
	Iteration 60F: 3 clusters Score -2911832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2911854.500000 Penalty: 4931.559570
	Iteration 61Q: 3 clusters Score -2911854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2911860.500000 Penalty: 4931.559570
	Iteration 62Q: 3 clusters Score -2911860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2911874.250000 Penalty: 4931.559570
	Iteration 63Q: 3 clusters Score -2911874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2911888.250000 Penalty: 4931.559570
	Iteration 64Q: 3 clusters Score -2911888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2911897.750000 Penalty: 4931.559570
	Iteration 65Q: 3 clusters Score -2911898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2911907.750000 Penalty: 4931.559570
	Iteration 66Q: 3 clusters Score -2911908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -2911913.750000 Penalty: 4931.559570
	Iteration 67Q: 3 clusters Score -2911914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2911920.000000 Penalty: 4931.559570
	Iteration 68Q: 3 clusters Score -2911920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2911920.500000 Penalty: 4931.559570
	Iteration 69Q: 3 clusters Score -2911920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2911927.000000 Penalty: 4931.559570
	Iteration 70Q: 3 clusters Score -2911927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2911935.000000 Penalty: 4931.559570
	Iteration 71Q: 3 clusters Score -2911935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2911945.750000 Penalty: 4931.559570
	Iteration 72Q: 3 clusters Score -2911946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2911953.500000 Penalty: 4931.559570
	Iteration 73Q: 3 clusters Score -2911954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2911961.750000 Penalty: 4931.559570
	Iteration 74Q: 3 clusters Score -2911962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2911963.250000 Penalty: 4931.559570
	Iteration 75Q: 3 clusters Score -2911963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2911963.000000 Penalty: 4931.559570
	Iteration 76Q: 3 clusters Score -2911963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2911971.250000 Penalty: 4931.559570
	Iteration 77Q: 3 clusters Score -2911971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2911972.750000 Penalty: 4931.559570
	Iteration 78Q: 3 clusters Score -2911973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2911973.000000 Penalty: 4931.559570
	Iteration 79Q: 3 clusters Score -2911973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2911985.500000 Penalty: 4931.559570
	Iteration 80F: 3 clusters Score -2911986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2911980.500000 Penalty: 4931.559570
	Iteration 81Q: 3 clusters Score -2911980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2911977.000000 Penalty: 4931.559570
	Iteration 82Q: 3 clusters Score -2911977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2911980.000000 Penalty: 4931.559570
	Iteration 83Q: 3 clusters Score -2911980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2911980.750000 Penalty: 4931.559570
	Iteration 84Q: 3 clusters Score -2911981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2911981.000000 Penalty: 4931.559570
	Iteration 85Q: 3 clusters Score -2911981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2911984.250000 Penalty: 4931.559570
	Iteration 86Q: 3 clusters Score -2911984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2911981.750000 Penalty: 4931.559570
	Iteration 87Q: 3 clusters Score -2911982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2911980.500000 Penalty: 4931.559570
	Iteration 88Q: 3 clusters Score -2911980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2911982.500000 Penalty: 4931.559570
	Iteration 89Q: 3 clusters Score -2911982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2911984.000000 Penalty: 4931.559570
	Iteration 90Q: 3 clusters Score -2911984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2911984.000000 Penalty: 4931.559570
	Iteration 91F: 3 clusters Score -2911984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -469488.875000 Penalty: 2029.897827
	Iteration 0F: 2 clusters Score -469488.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -465886.781250 Penalty: 4059.795654
	Iteration 0F: 3 clusters Score -465886.8 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -466653.500000 Penalty: 4059.795654
	Iteration 1F: 3 clusters Score -466653.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -466838.437500 Penalty: 4059.795654
	Iteration 2F: 3 clusters Score -466838.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -466966.781250 Penalty: 4059.795654
	Iteration 3F: 3 clusters Score -466966.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -467078.093750 Penalty: 4059.795654
	Iteration 4Q: 3 clusters Score -467078.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -467146.812500 Penalty: 4059.795654
	Iteration 5Q: 3 clusters Score -467146.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -467210.281250 Penalty: 4059.795654
	Iteration 6Q: 3 clusters Score -467210.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -467286.812500 Penalty: 4059.795654
	Iteration 7Q: 3 clusters Score -467286.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -467359.468750 Penalty: 4059.795654
	Iteration 8Q: 3 clusters Score -467359.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -467441.656250 Penalty: 4059.795654
	Iteration 9Q: 3 clusters Score -467441.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -467532.343750 Penalty: 4059.795654
	Iteration 10Q: 3 clusters Score -467532.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -467627.125000 Penalty: 4059.795654
	Iteration 11Q: 3 clusters Score -467627.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -467691.187500 Penalty: 4059.795654
	Iteration 12Q: 3 clusters Score -467691.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -467741.468750 Penalty: 4059.795654
	Iteration 13Q: 3 clusters Score -467741.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -467785.250000 Penalty: 4059.795654
	Iteration 14Q: 3 clusters Score -467785.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -467818.218750 Penalty: 4059.795654
	Iteration 15Q: 3 clusters Score -467818.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -467849.500000 Penalty: 4059.795654
	Iteration 16Q: 3 clusters Score -467849.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -467872.125000 Penalty: 4059.795654
	Iteration 17Q: 3 clusters Score -467872.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -467893.500000 Penalty: 4059.795654
	Iteration 18Q: 3 clusters Score -467893.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -467911.468750 Penalty: 4059.795654
	Iteration 19Q: 3 clusters Score -467911.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -467931.312500 Penalty: 4059.795654
	Iteration 20F: 3 clusters Score -467931.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -467949.718750 Penalty: 4059.795654
	Iteration 21Q: 3 clusters Score -467949.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -467967.187500 Penalty: 4059.795654
	Iteration 22Q: 3 clusters Score -467967.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -467981.281250 Penalty: 4059.795654
	Iteration 23Q: 3 clusters Score -467981.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -467994.500000 Penalty: 4059.795654
	Iteration 24Q: 3 clusters Score -467994.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -468006.718750 Penalty: 4059.795654
	Iteration 25Q: 3 clusters Score -468006.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -468012.531250 Penalty: 4059.795654
	Iteration 26Q: 3 clusters Score -468012.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -468019.406250 Penalty: 4059.795654
	Iteration 27Q: 3 clusters Score -468019.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -468024.281250 Penalty: 4059.795654
	Iteration 28Q: 3 clusters Score -468024.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -468024.843750 Penalty: 4059.795654
	Iteration 29Q: 3 clusters Score -468024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -468027.937500 Penalty: 4059.795654
	Iteration 30Q: 3 clusters Score -468027.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -468029.218750 Penalty: 4059.795654
	Iteration 31Q: 3 clusters Score -468029.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -468029.218750 Penalty: 4059.795654
	Iteration 32F: 3 clusters Score -468029.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Entering Unmasked Estep 
Score: -3973652.250000 Penalty: 2542.975342
	Iteration 0F: 2 clusters Score -3973652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3954208.250000 Penalty: 5085.950684
	Iteration 0F: 3 clusters Score -3954208 nChanged 12764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -3961109.500000 Penalty: 5085.950684
	Iteration 1F: 3 clusters Score -3961110 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -3961465.500000 Penalty: 5085.950684
	Iteration 2Q: 3 clusters Score -3961466 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -3961838.000000 Penalty: 5085.950684
	Iteration 3Q: 3 clusters Score -3961838 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -3962223.000000 Penalty: 5085.950684
	Iteration 4Q: 3 clusters Score -3962223 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -3962698.250000 Penalty: 5085.950684
	Iteration 5Q: 3 clusters Score -3962698 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -3963426.250000 Penalty: 5085.950684
	Iteration 6Q: 3 clusters Score -3963426 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -3964457.750000 Penalty: 5085.950684
	Iteration 7F: 3 clusters Score -3964458 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3965704.000000 Penalty: 5085.950684
	Iteration 8F: 3 clusters Score -3965704 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -3967211.750000 Penalty: 5085.950684
	Iteration 9F: 3 clusters Score -3967212 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -3968671.750000 Penalty: 5085.950684
	Iteration 10F: 3 clusters Score -3968672 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3969843.500000 Penalty: 5085.950684
	Iteration 11Q: 3 clusters Score -3969844 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -3970553.250000 Penalty: 5085.950684
	Iteration 12Q: 3 clusters Score -3970553 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -3970917.250000 Penalty: 5085.950684
	Iteration 13Q: 3 clusters Score -3970917 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -3971127.750000 Penalty: 5085.950684
	Iteration 14Q: 3 clusters Score -3971128 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -3971223.500000 Penalty: 5085.950684
	Iteration 15Q: 3 clusters Score -3971224 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -3971304.000000 Penalty: 5085.950684
	Iteration 16Q: 3 clusters Score -3971304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3971329.500000 Penalty: 5085.950684
	Iteration 17Q: 3 clusters Score -3971330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -3971351.250000 Penalty: 5085.950684
	Iteration 18Q: 3 clusters Score -3971351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -3971371.250000 Penalty: 5085.950684
	Iteration 19Q: 3 clusters Score -3971371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -3971381.250000 Penalty: 5085.950684
	Iteration 20F: 3 clusters Score -3971381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -3971393.750000 Penalty: 5085.950684
	Iteration 21Q: 3 clusters Score -3971394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -3971408.000000 Penalty: 5085.950684
	Iteration 22Q: 3 clusters Score -3971408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -3971431.750000 Penalty: 5085.950684
	Iteration 23Q: 3 clusters Score -3971432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -3971436.000000 Penalty: 5085.950684
	Iteration 24Q: 3 clusters Score -3971436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -3971441.750000 Penalty: 5085.950684
	Iteration 25Q: 3 clusters Score -3971442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3971441.250000 Penalty: 5085.950684
	Iteration 26Q: 3 clusters Score -3971441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -3971445.250000 Penalty: 5085.950684
	Iteration 27Q: 3 clusters Score -3971445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -3971446.000000 Penalty: 5085.950684
	Iteration 28Q: 3 clusters Score -3971446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3971451.500000 Penalty: 5085.950684
	Iteration 29Q: 3 clusters Score -3971452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3971451.500000 Penalty: 5085.950684
	Iteration 30F: 3 clusters Score -3971452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Entering Unmasked Estep 
Score: -412814.093750 Penalty: 1981.326904
	Iteration 0F: 2 clusters Score -412814.1 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 1396 members 
Entering Unmasked Estep 
Score: -409576.968750 Penalty: 3962.653809
	Iteration 0F: 3 clusters Score -409577 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -410264.125000 Penalty: 3962.653809
	Iteration 1F: 3 clusters Score -410264.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -410416.781250 Penalty: 3962.653809
	Iteration 2F: 3 clusters Score -410416.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -410486.093750 Penalty: 3962.653809
	Iteration 3Q: 3 clusters Score -410486.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -410530.281250 Penalty: 3962.653809
	Iteration 4Q: 3 clusters Score -410530.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -410569.250000 Penalty: 3962.653809
	Iteration 5Q: 3 clusters Score -410569.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -410604.000000 Penalty: 3962.653809
	Iteration 6Q: 3 clusters Score -410604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -410628.375000 Penalty: 3962.653809
	Iteration 7Q: 3 clusters Score -410628.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -410647.625000 Penalty: 3962.653809
	Iteration 8Q: 3 clusters Score -410647.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -410659.875000 Penalty: 3962.653809
	Iteration 9Q: 3 clusters Score -410659.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -410664.812500 Penalty: 3962.653809
	Iteration 10Q: 3 clusters Score -410664.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -410667.312500 Penalty: 3962.653809
	Iteration 11Q: 3 clusters Score -410667.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -410670.062500 Penalty: 3962.653809
	Iteration 12Q: 3 clusters Score -410670.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -410671.562500 Penalty: 3962.653809
	Iteration 13Q: 3 clusters Score -410671.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -410672.906250 Penalty: 3962.653809
	Iteration 14Q: 3 clusters Score -410672.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -410675.343750 Penalty: 3962.653809
	Iteration 15Q: 3 clusters Score -410675.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -410676.437500 Penalty: 3962.653809
	Iteration 16Q: 3 clusters Score -410676.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -410677.593750 Penalty: 3962.653809
	Iteration 17Q: 3 clusters Score -410677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -410677.593750 Penalty: 3962.653809
	Iteration 18F: 3 clusters Score -410677.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (302851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302851 members 
Entering Unmasked Estep 
Score: -41488080.000000 Penalty: 3130.007080
	Iteration 0F: 2 clusters Score -4.148808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151443 members 
Mstep: Class 2 contains 151408 members 
Entering Unmasked Estep 
Score: -41314968.000000 Penalty: 6260.014160
	Iteration 0F: 3 clusters Score -4.131497e+07 nChanged 146600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153589 members 
Mstep: Class 2 contains 149262 members 
Entering Unmasked Estep 
Score: -41402280.000000 Penalty: 6260.014160
	Iteration 1F: 3 clusters Score -4.140228e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155283 members 
Mstep: Class 2 contains 147568 members 
Entering Unmasked Estep 
Score: -41404000.000000 Penalty: 6260.014160
	Iteration 2Q: 3 clusters Score -4.1404e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157903 members 
Mstep: Class 2 contains 144948 members 
Entering Unmasked Estep 
Score: -41405868.000000 Penalty: 6260.014160
	Iteration 3Q: 3 clusters Score -4.140587e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161789 members 
Mstep: Class 2 contains 141062 members 
Entering Unmasked Estep 
Score: -41407872.000000 Penalty: 6260.014160
	Iteration 4Q: 3 clusters Score -4.140787e+07 nChanged 10754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167557 members 
Mstep: Class 2 contains 135294 members 
Entering Unmasked Estep 
Score: -41411084.000000 Penalty: 6260.014160
	Iteration 5Q: 3 clusters Score -4.141108e+07 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175948 members 
Mstep: Class 2 contains 126903 members 
Entering Unmasked Estep 
Score: -41416088.000000 Penalty: 6260.014160
	Iteration 6Q: 3 clusters Score -4.141609e+07 nChanged 15461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187575 members 
Mstep: Class 2 contains 115276 members 
Entering Unmasked Estep 
Score: -41423332.000000 Penalty: 6260.014160
	Iteration 7F: 3 clusters Score -4.142333e+07 nChanged 17693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202634 members 
Mstep: Class 2 contains 100217 members 
Entering Unmasked Estep 
Score: -41433736.000000 Penalty: 6260.014160
	Iteration 8F: 3 clusters Score -4.143374e+07 nChanged 19531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220655 members 
Mstep: Class 2 contains 82196 members 
Entering Unmasked Estep 
Score: -41446832.000000 Penalty: 6260.014160
	Iteration 9F: 3 clusters Score -4.144683e+07 nChanged 20084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240097 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -41458344.000000 Penalty: 6260.014160
	Iteration 10F: 3 clusters Score -4.145834e+07 nChanged 17710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257327 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -41465688.000000 Penalty: 6260.014160
	Iteration 11F: 3 clusters Score -4.146569e+07 nChanged 13533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270422 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -41471900.000000 Penalty: 6260.014160
	Iteration 12Q: 3 clusters Score -4.14719e+07 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278948 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -41475576.000000 Penalty: 6260.014160
	Iteration 13Q: 3 clusters Score -4.147558e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284201 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -41478648.000000 Penalty: 6260.014160
	Iteration 14Q: 3 clusters Score -4.147865e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287523 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -41480004.000000 Penalty: 6260.014160
	Iteration 15Q: 3 clusters Score -4.148e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289936 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -41480380.000000 Penalty: 6260.014160
	Iteration 16Q: 3 clusters Score -4.148038e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291850 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -41481068.000000 Penalty: 6260.014160
	Iteration 17Q: 3 clusters Score -4.148107e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293496 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -41481844.000000 Penalty: 6260.014160
	Iteration 18Q: 3 clusters Score -4.148184e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294845 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -41482340.000000 Penalty: 6260.014160
	Iteration 19Q: 3 clusters Score -4.148234e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295958 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -41482728.000000 Penalty: 6260.014160
	Iteration 20F: 3 clusters Score -4.148273e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296896 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -41483156.000000 Penalty: 6260.014160
	Iteration 21Q: 3 clusters Score -4.148316e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297679 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -41483220.000000 Penalty: 6260.014160
	Iteration 22Q: 3 clusters Score -4.148322e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298342 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -41483432.000000 Penalty: 6260.014160
	Iteration 23Q: 3 clusters Score -4.148343e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298876 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -41483772.000000 Penalty: 6260.014160
	Iteration 24Q: 3 clusters Score -4.148377e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299318 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -41483956.000000 Penalty: 6260.014160
	Iteration 25Q: 3 clusters Score -4.148396e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299675 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -41484060.000000 Penalty: 6260.014160
	Iteration 26Q: 3 clusters Score -4.148406e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299968 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -41484260.000000 Penalty: 6260.014160
	Iteration 27Q: 3 clusters Score -4.148426e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300198 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -41484300.000000 Penalty: 6260.014160
	Iteration 28Q: 3 clusters Score -4.14843e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300388 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -41484404.000000 Penalty: 6260.014160
	Iteration 29Q: 3 clusters Score -4.14844e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300571 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -41484536.000000 Penalty: 6260.014160
	Iteration 30Q: 3 clusters Score -4.148454e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300723 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -41484596.000000 Penalty: 6260.014160
	Iteration 31Q: 3 clusters Score -4.14846e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300855 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -41484648.000000 Penalty: 6260.014160
	Iteration 32Q: 3 clusters Score -4.148465e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300969 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -41484672.000000 Penalty: 6260.014160
	Iteration 33Q: 3 clusters Score -4.148467e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301057 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -41484768.000000 Penalty: 6260.014160
	Iteration 34Q: 3 clusters Score -4.148477e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301147 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -41484816.000000 Penalty: 6260.014160
	Iteration 35Q: 3 clusters Score -4.148482e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301223 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -41484892.000000 Penalty: 6260.014160
	Iteration 36Q: 3 clusters Score -4.148489e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301293 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -41484924.000000 Penalty: 6260.014160
	Iteration 37Q: 3 clusters Score -4.148492e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301341 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -41484984.000000 Penalty: 6260.014160
	Iteration 38Q: 3 clusters Score -4.148498e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301378 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -41485032.000000 Penalty: 6260.014160
	Iteration 39Q: 3 clusters Score -4.148503e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301426 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -41485052.000000 Penalty: 6260.014160
	Iteration 40F: 3 clusters Score -4.148505e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301468 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -41485084.000000 Penalty: 6260.014160
	Iteration 41Q: 3 clusters Score -4.148508e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301498 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -41485108.000000 Penalty: 6260.014160
	Iteration 42Q: 3 clusters Score -4.148511e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301523 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -41485136.000000 Penalty: 6260.014160
	Iteration 43Q: 3 clusters Score -4.148514e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301550 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -41485100.000000 Penalty: 6260.014160
	Iteration 44Q: 3 clusters Score -4.14851e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301582 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -41485088.000000 Penalty: 6260.014160
	Iteration 45Q: 3 clusters Score -4.148509e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301613 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -41485088.000000 Penalty: 6260.014160
	Iteration 46Q: 3 clusters Score -4.148509e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301640 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -41485072.000000 Penalty: 6260.014160
	Iteration 47Q: 3 clusters Score -4.148507e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301664 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -41485056.000000 Penalty: 6260.014160
	Iteration 48Q: 3 clusters Score -4.148506e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301697 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -41485108.000000 Penalty: 6260.014160
	Iteration 49Q: 3 clusters Score -4.148511e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301732 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -41485160.000000 Penalty: 6260.014160
	Iteration 50Q: 3 clusters Score -4.148516e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301753 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -41485160.000000 Penalty: 6260.014160
	Iteration 51Q: 3 clusters Score -4.148516e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301762 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -41485184.000000 Penalty: 6260.014160
	Iteration 52Q: 3 clusters Score -4.148518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301768 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -41485148.000000 Penalty: 6260.014160
	Iteration 53Q: 3 clusters Score -4.148515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301770 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -41485176.000000 Penalty: 6260.014160
	Iteration 54Q: 3 clusters Score -4.148518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301772 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -41485180.000000 Penalty: 6260.014160
	Iteration 55Q: 3 clusters Score -4.148518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301775 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -41485196.000000 Penalty: 6260.014160
	Iteration 56Q: 3 clusters Score -4.14852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301778 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -41485220.000000 Penalty: 6260.014160
	Iteration 57Q: 3 clusters Score -4.148522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301782 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -41485224.000000 Penalty: 6260.014160
	Iteration 58Q: 3 clusters Score -4.148522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301787 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -41485236.000000 Penalty: 6260.014160
	Iteration 59Q: 3 clusters Score -4.148524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301795 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -41485224.000000 Penalty: 6260.014160
	Iteration 60F: 3 clusters Score -4.148522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301805 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -41485228.000000 Penalty: 6260.014160
	Iteration 61Q: 3 clusters Score -4.148523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301812 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -41485240.000000 Penalty: 6260.014160
	Iteration 62Q: 3 clusters Score -4.148524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301818 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -41485264.000000 Penalty: 6260.014160
	Iteration 63Q: 3 clusters Score -4.148526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301826 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -41485224.000000 Penalty: 6260.014160
	Iteration 64Q: 3 clusters Score -4.148522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301833 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -41485232.000000 Penalty: 6260.014160
	Iteration 65Q: 3 clusters Score -4.148523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301837 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -41485236.000000 Penalty: 6260.014160
	Iteration 66Q: 3 clusters Score -4.148524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301841 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -41485248.000000 Penalty: 6260.014160
	Iteration 67Q: 3 clusters Score -4.148525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301845 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -41485240.000000 Penalty: 6260.014160
	Iteration 68Q: 3 clusters Score -4.148524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301847 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -41485256.000000 Penalty: 6260.014160
	Iteration 69Q: 3 clusters Score -4.148526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301851 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -41485256.000000 Penalty: 6260.014160
	Iteration 70Q: 3 clusters Score -4.148526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301853 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -41485232.000000 Penalty: 6260.014160
	Iteration 71Q: 3 clusters Score -4.148523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301855 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -41485244.000000 Penalty: 6260.014160
	Iteration 72Q: 3 clusters Score -4.148524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301854 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -41485224.000000 Penalty: 6260.014160
	Iteration 73Q: 3 clusters Score -4.148522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301856 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -41485244.000000 Penalty: 6260.014160
	Iteration 74Q: 3 clusters Score -4.148524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301857 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -41485256.000000 Penalty: 6260.014160
	Iteration 75Q: 3 clusters Score -4.148526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301858 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -41485268.000000 Penalty: 6260.014160
	Iteration 76Q: 3 clusters Score -4.148527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301858 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -41485268.000000 Penalty: 6260.014160
	Iteration 77Q: 3 clusters Score -4.148527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301857 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -41485272.000000 Penalty: 6260.014160
	Iteration 78Q: 3 clusters Score -4.148527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301857 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -41485272.000000 Penalty: 6260.014160
	Iteration 79F: 3 clusters Score -4.148527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (213751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213751 members 
Entering Unmasked Estep 
Score: -29848022.000000 Penalty: 3043.596680
	Iteration 0F: 2 clusters Score -2.984802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106816 members 
Mstep: Class 2 contains 106935 members 
Entering Unmasked Estep 
Score: -29723712.000000 Penalty: 6087.193359
	Iteration 0F: 3 clusters Score -2.972371e+07 nChanged 102651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105751 members 
Mstep: Class 2 contains 108000 members 
Entering Unmasked Estep 
Score: -29784926.000000 Penalty: 6087.193359
	Iteration 1F: 3 clusters Score -2.978493e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105644 members 
Mstep: Class 2 contains 108107 members 
Entering Unmasked Estep 
Score: -29786900.000000 Penalty: 6087.193359
	Iteration 2Q: 3 clusters Score -2.97869e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105397 members 
Mstep: Class 2 contains 108354 members 
Entering Unmasked Estep 
Score: -29790346.000000 Penalty: 6087.193359
	Iteration 3Q: 3 clusters Score -2.979035e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105024 members 
Mstep: Class 2 contains 108727 members 
Entering Unmasked Estep 
Score: -29795092.000000 Penalty: 6087.193359
	Iteration 4Q: 3 clusters Score -2.979509e+07 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103863 members 
Mstep: Class 2 contains 109888 members 
Entering Unmasked Estep 
Score: -29801326.000000 Penalty: 6087.193359
	Iteration 5F: 3 clusters Score -2.980133e+07 nChanged 12452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101329 members 
Mstep: Class 2 contains 112422 members 
Entering Unmasked Estep 
Score: -29807936.000000 Penalty: 6087.193359
	Iteration 6F: 3 clusters Score -2.980794e+07 nChanged 12317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96926 members 
Mstep: Class 2 contains 116825 members 
Entering Unmasked Estep 
Score: -29814824.000000 Penalty: 6087.193359
	Iteration 7F: 3 clusters Score -2.981482e+07 nChanged 11788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90940 members 
Mstep: Class 2 contains 122811 members 
Entering Unmasked Estep 
Score: -29821094.000000 Penalty: 6087.193359
	Iteration 8F: 3 clusters Score -2.982109e+07 nChanged 10746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84018 members 
Mstep: Class 2 contains 129733 members 
Entering Unmasked Estep 
Score: -29826642.000000 Penalty: 6087.193359
	Iteration 9F: 3 clusters Score -2.982664e+07 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 136688 members 
Entering Unmasked Estep 
Score: -29830988.000000 Penalty: 6087.193359
	Iteration 10Q: 3 clusters Score -2.983099e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 143105 members 
Entering Unmasked Estep 
Score: -29834496.000000 Penalty: 6087.193359
	Iteration 11Q: 3 clusters Score -2.98345e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64972 members 
Mstep: Class 2 contains 148779 members 
Entering Unmasked Estep 
Score: -29837340.000000 Penalty: 6087.193359
	Iteration 12Q: 3 clusters Score -2.983734e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 153567 members 
Entering Unmasked Estep 
Score: -29839066.000000 Penalty: 6087.193359
	Iteration 13Q: 3 clusters Score -2.983907e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 157657 members 
Entering Unmasked Estep 
Score: -29840656.000000 Penalty: 6087.193359
	Iteration 14Q: 3 clusters Score -2.984066e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 161325 members 
Entering Unmasked Estep 
Score: -29841906.000000 Penalty: 6087.193359
	Iteration 15Q: 3 clusters Score -2.984191e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 164770 members 
Entering Unmasked Estep 
Score: -29842658.000000 Penalty: 6087.193359
	Iteration 16Q: 3 clusters Score -2.984266e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 167970 members 
Entering Unmasked Estep 
Score: -29843536.000000 Penalty: 6087.193359
	Iteration 17Q: 3 clusters Score -2.984354e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 170982 members 
Entering Unmasked Estep 
Score: -29844254.000000 Penalty: 6087.193359
	Iteration 18Q: 3 clusters Score -2.984425e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 173804 members 
Entering Unmasked Estep 
Score: -29844986.000000 Penalty: 6087.193359
	Iteration 19Q: 3 clusters Score -2.984499e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 176472 members 
Entering Unmasked Estep 
Score: -29845604.000000 Penalty: 6087.193359
	Iteration 20F: 3 clusters Score -2.98456e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 179142 members 
Entering Unmasked Estep 
Score: -29846172.000000 Penalty: 6087.193359
	Iteration 21Q: 3 clusters Score -2.984617e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 181717 members 
Entering Unmasked Estep 
Score: -29846696.000000 Penalty: 6087.193359
	Iteration 22Q: 3 clusters Score -2.98467e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 184330 members 
Entering Unmasked Estep 
Score: -29847290.000000 Penalty: 6087.193359
	Iteration 23Q: 3 clusters Score -2.984729e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 186835 members 
Entering Unmasked Estep 
Score: -29847846.000000 Penalty: 6087.193359
	Iteration 24Q: 3 clusters Score -2.984785e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 189209 members 
Entering Unmasked Estep 
Score: -29848212.000000 Penalty: 6087.193359
	Iteration 25Q: 3 clusters Score -2.984821e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 191434 members 
Entering Unmasked Estep 
Score: -29848632.000000 Penalty: 6087.193359
	Iteration 26Q: 3 clusters Score -2.984863e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 193540 members 
Entering Unmasked Estep 
Score: -29849058.000000 Penalty: 6087.193359
	Iteration 27Q: 3 clusters Score -2.984906e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 195455 members 
Entering Unmasked Estep 
Score: -29849428.000000 Penalty: 6087.193359
	Iteration 28Q: 3 clusters Score -2.984943e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 197195 members 
Entering Unmasked Estep 
Score: -29849642.000000 Penalty: 6087.193359
	Iteration 29Q: 3 clusters Score -2.984964e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 198718 members 
Entering Unmasked Estep 
Score: -29849930.000000 Penalty: 6087.193359
	Iteration 30Q: 3 clusters Score -2.984993e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 200085 members 
Entering Unmasked Estep 
Score: -29850140.000000 Penalty: 6087.193359
	Iteration 31Q: 3 clusters Score -2.985014e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 201227 members 
Entering Unmasked Estep 
Score: -29850288.000000 Penalty: 6087.193359
	Iteration 32Q: 3 clusters Score -2.985029e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 202140 members 
Entering Unmasked Estep 
Score: -29850392.000000 Penalty: 6087.193359
	Iteration 33Q: 3 clusters Score -2.985039e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 202956 members 
Entering Unmasked Estep 
Score: -29850396.000000 Penalty: 6087.193359
	Iteration 34Q: 3 clusters Score -2.98504e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 203611 members 
Entering Unmasked Estep 
Score: -29850392.000000 Penalty: 6087.193359
	Iteration 35Q: 3 clusters Score -2.985039e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 204205 members 
Entering Unmasked Estep 
Score: -29850386.000000 Penalty: 6087.193359
	Iteration 36Q: 3 clusters Score -2.985039e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 204728 members 
Entering Unmasked Estep 
Score: -29850354.000000 Penalty: 6087.193359
	Iteration 37Q: 3 clusters Score -2.985035e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 205166 members 
Entering Unmasked Estep 
Score: -29850472.000000 Penalty: 6087.193359
	Iteration 38Q: 3 clusters Score -2.985047e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 205579 members 
Entering Unmasked Estep 
Score: -29850370.000000 Penalty: 6087.193359
	Iteration 39Q: 3 clusters Score -2.985037e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 205926 members 
Entering Unmasked Estep 
Score: -29850394.000000 Penalty: 6087.193359
	Iteration 40F: 3 clusters Score -2.985039e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 206236 members 
Entering Unmasked Estep 
Score: -29850396.000000 Penalty: 6087.193359
	Iteration 41Q: 3 clusters Score -2.98504e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 206513 members 
Entering Unmasked Estep 
Score: -29850422.000000 Penalty: 6087.193359
	Iteration 42Q: 3 clusters Score -2.985042e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 206744 members 
Entering Unmasked Estep 
Score: -29850392.000000 Penalty: 6087.193359
	Iteration 43Q: 3 clusters Score -2.985039e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 206937 members 
Entering Unmasked Estep 
Score: -29850406.000000 Penalty: 6087.193359
	Iteration 44Q: 3 clusters Score -2.985041e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 207094 members 
Entering Unmasked Estep 
Score: -29850410.000000 Penalty: 6087.193359
	Iteration 45Q: 3 clusters Score -2.985041e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 207234 members 
Entering Unmasked Estep 
Score: -29850336.000000 Penalty: 6087.193359
	Iteration 46Q: 3 clusters Score -2.985034e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 207330 members 
Entering Unmasked Estep 
Score: -29850300.000000 Penalty: 6087.193359
	Iteration 47Q: 3 clusters Score -2.98503e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 207408 members 
Entering Unmasked Estep 
Score: -29850280.000000 Penalty: 6087.193359
	Iteration 48Q: 3 clusters Score -2.985028e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 207469 members 
Entering Unmasked Estep 
Score: -29850248.000000 Penalty: 6087.193359
	Iteration 49Q: 3 clusters Score -2.985025e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 207526 members 
Entering Unmasked Estep 
Score: -29850248.000000 Penalty: 6087.193359
	Iteration 50Q: 3 clusters Score -2.985025e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 207579 members 
Entering Unmasked Estep 
Score: -29850278.000000 Penalty: 6087.193359
	Iteration 51Q: 3 clusters Score -2.985028e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 207614 members 
Entering Unmasked Estep 
Score: -29850256.000000 Penalty: 6087.193359
	Iteration 52Q: 3 clusters Score -2.985026e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 207651 members 
Entering Unmasked Estep 
Score: -29850254.000000 Penalty: 6087.193359
	Iteration 53Q: 3 clusters Score -2.985025e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 207694 members 
Entering Unmasked Estep 
Score: -29850260.000000 Penalty: 6087.193359
	Iteration 54Q: 3 clusters Score -2.985026e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 207733 members 
Entering Unmasked Estep 
Score: -29850226.000000 Penalty: 6087.193359
	Iteration 55Q: 3 clusters Score -2.985023e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 207769 members 
Entering Unmasked Estep 
Score: -29850232.000000 Penalty: 6087.193359
	Iteration 56Q: 3 clusters Score -2.985023e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 207810 members 
Entering Unmasked Estep 
Score: -29850214.000000 Penalty: 6087.193359
	Iteration 57Q: 3 clusters Score -2.985021e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 207841 members 
Entering Unmasked Estep 
Score: -29850164.000000 Penalty: 6087.193359
	Iteration 58Q: 3 clusters Score -2.985016e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 207870 members 
Entering Unmasked Estep 
Score: -29850158.000000 Penalty: 6087.193359
	Iteration 59Q: 3 clusters Score -2.985016e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 207896 members 
Entering Unmasked Estep 
Score: -29850178.000000 Penalty: 6087.193359
	Iteration 60F: 3 clusters Score -2.985018e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 207915 members 
Entering Unmasked Estep 
Score: -29850168.000000 Penalty: 6087.193359
	Iteration 61Q: 3 clusters Score -2.985017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 207931 members 
Entering Unmasked Estep 
Score: -29850180.000000 Penalty: 6087.193359
	Iteration 62Q: 3 clusters Score -2.985018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 207940 members 
Entering Unmasked Estep 
Score: -29850190.000000 Penalty: 6087.193359
	Iteration 63Q: 3 clusters Score -2.985019e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 207949 members 
Entering Unmasked Estep 
Score: -29850166.000000 Penalty: 6087.193359
	Iteration 64Q: 3 clusters Score -2.985017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 207956 members 
Entering Unmasked Estep 
Score: -29850152.000000 Penalty: 6087.193359
	Iteration 65Q: 3 clusters Score -2.985015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 207965 members 
Entering Unmasked Estep 
Score: -29850144.000000 Penalty: 6087.193359
	Iteration 66Q: 3 clusters Score -2.985014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 207970 members 
Entering Unmasked Estep 
Score: -29850138.000000 Penalty: 6087.193359
	Iteration 67Q: 3 clusters Score -2.985014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 207975 members 
Entering Unmasked Estep 
Score: -29850138.000000 Penalty: 6087.193359
	Iteration 68Q: 3 clusters Score -2.985014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 207979 members 
Entering Unmasked Estep 
Score: -29850138.000000 Penalty: 6087.193359
	Iteration 69Q: 3 clusters Score -2.985014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 207984 members 
Entering Unmasked Estep 
Score: -29850134.000000 Penalty: 6087.193359
	Iteration 70Q: 3 clusters Score -2.985013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 207986 members 
Entering Unmasked Estep 
Score: -29850152.000000 Penalty: 6087.193359
	Iteration 71Q: 3 clusters Score -2.985015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 207993 members 
Entering Unmasked Estep 
Score: -29850140.000000 Penalty: 6087.193359
	Iteration 72Q: 3 clusters Score -2.985014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 207994 members 
Entering Unmasked Estep 
Score: -29850144.000000 Penalty: 6087.193359
	Iteration 73Q: 3 clusters Score -2.985014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 207997 members 
Entering Unmasked Estep 
Score: -29850148.000000 Penalty: 6087.193359
	Iteration 74Q: 3 clusters Score -2.985015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 207998 members 
Entering Unmasked Estep 
Score: -29850148.000000 Penalty: 6087.193359
	Iteration 75Q: 3 clusters Score -2.985015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 208001 members 
Entering Unmasked Estep 
Score: -29850138.000000 Penalty: 6087.193359
	Iteration 76Q: 3 clusters Score -2.985014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 208005 members 
Entering Unmasked Estep 
Score: -29850134.000000 Penalty: 6087.193359
	Iteration 77Q: 3 clusters Score -2.985013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 208009 members 
Entering Unmasked Estep 
Score: -29850138.000000 Penalty: 6087.193359
	Iteration 78Q: 3 clusters Score -2.985014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 208013 members 
Entering Unmasked Estep 
Score: -29850138.000000 Penalty: 6087.193359
	Iteration 79Q: 3 clusters Score -2.985014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 208016 members 
Entering Unmasked Estep 
Score: -29850154.000000 Penalty: 6087.193359
	Iteration 80F: 3 clusters Score -2.985015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 208021 members 
Entering Unmasked Estep 
Score: -29850152.000000 Penalty: 6087.193359
	Iteration 81Q: 3 clusters Score -2.985015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 208024 members 
Entering Unmasked Estep 
Score: -29850152.000000 Penalty: 6087.193359
	Iteration 82Q: 3 clusters Score -2.985015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 208026 members 
Entering Unmasked Estep 
Score: -29850160.000000 Penalty: 6087.193359
	Iteration 83Q: 3 clusters Score -2.985016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 208028 members 
Entering Unmasked Estep 
Score: -29850152.000000 Penalty: 6087.193359
	Iteration 84Q: 3 clusters Score -2.985015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 208028 members 
Entering Unmasked Estep 
Score: -29850138.000000 Penalty: 6087.193359
	Iteration 85Q: 3 clusters Score -2.985014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 208029 members 
Entering Unmasked Estep 
Score: -29850152.000000 Penalty: 6087.193359
	Iteration 86Q: 3 clusters Score -2.985015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 208029 members 
Entering Unmasked Estep 
Score: -29850152.000000 Penalty: 6087.193359
	Iteration 87F: 3 clusters Score -2.985015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3850 members 
Mstep: Class 3 contains 20799 members 
Mstep: Class 4 contains 3587 members 
Mstep: Class 5 contains 28394 members 
Mstep: Class 6 contains 2949 members 
Mstep: Class 7 contains 302851 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 177469 members 
Mstep: Class 11 contains 40011 members 
Mstep: Class 12 contains 19698 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11174 members 
Mstep: Class 15 contains 24555 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 51413 members 
Mstep: Class 18 contains 92492 members 
Mstep: Class 19 contains 1489 members 
Mstep: Class 20 contains 208029 members 
Entering Unmasked Estep 
Score: -135770864.000000 Penalty: 68511.132812
Splitting cluster 8 changes total score from -135768432.000000 to -135770864.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 9 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -85743.203125 Penalty: 1630.964355
	Iteration 0F: 2 clusters Score -85743.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84104.351562 Penalty: 3261.928711
	Iteration 0F: 3 clusters Score -84104.35 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -84541.640625 Penalty: 3261.928711
	Iteration 1F: 3 clusters Score -84541.64 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -84927.046875 Penalty: 3261.928711
	Iteration 2F: 3 clusters Score -84927.05 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -85189.929688 Penalty: 3261.928711
	Iteration 3F: 3 clusters Score -85189.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -85378.445312 Penalty: 3261.928711
	Iteration 4F: 3 clusters Score -85378.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -85565.476562 Penalty: 3261.928711
	Iteration 5Q: 3 clusters Score -85565.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -85674.859375 Penalty: 3261.928711
	Iteration 6Q: 3 clusters Score -85674.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85812.656250 Penalty: 3261.928711
	Iteration 7Q: 3 clusters Score -85812.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -86104.257812 Penalty: 3261.928711
	Iteration 8F: 3 clusters Score -86104.26 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -86679.000000 Penalty: 3261.928711
	Iteration 9F: 3 clusters Score -86679 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -87289.507812 Penalty: 3261.928711
	Iteration 10F: 3 clusters Score -87289.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -87473.937500 Penalty: 3261.928711
	Iteration 11Q: 3 clusters Score -87473.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -87724.554688 Penalty: 3261.928711
	Iteration 12Q: 3 clusters Score -87724.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -87939.054688 Penalty: 3261.928711
	Iteration 13Q: 3 clusters Score -87939.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -87984.898438 Penalty: 3261.928711
	Iteration 14Q: 3 clusters Score -87984.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -88003.757812 Penalty: 3261.928711
	Iteration 15Q: 3 clusters Score -88003.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -88003.757812 Penalty: 3261.928711
	Iteration 16F: 3 clusters Score -88003.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3850 members 
Mstep: Class 3 contains 20799 members 
Mstep: Class 4 contains 3587 members 
Mstep: Class 5 contains 28394 members 
Mstep: Class 6 contains 2949 members 
Mstep: Class 7 contains 302851 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 226 members 
Mstep: Class 10 contains 177469 members 
Mstep: Class 11 contains 40011 members 
Mstep: Class 12 contains 19698 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 11174 members 
Mstep: Class 15 contains 24555 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 51413 members 
Mstep: Class 18 contains 92492 members 
Mstep: Class 19 contains 1489 members 
Mstep: Class 20 contains 208029 members 
Mstep: Class 21 contains 492 members 
Entering Unmasked Estep 
Score: -135771344.000000 Penalty: 71936.695312
Splitting cluster 9 changes total score from -135768432.000000 to -135771344.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (177469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177469 members 
Entering Unmasked Estep 
Score: -24758722.000000 Penalty: 2997.464844
	Iteration 0F: 2 clusters Score -2.475872e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88766 members 
Mstep: Class 2 contains 88703 members 
Entering Unmasked Estep 
Score: -24648890.000000 Penalty: 5994.929688
	Iteration 0F: 3 clusters Score -2.464889e+07 nChanged 85224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88372 members 
Mstep: Class 2 contains 89097 members 
Entering Unmasked Estep 
Score: -24698450.000000 Penalty: 5994.929688
	Iteration 1F: 3 clusters Score -2.469845e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88273 members 
Mstep: Class 2 contains 89196 members 
Entering Unmasked Estep 
Score: -24699312.000000 Penalty: 5994.929688
	Iteration 2Q: 3 clusters Score -2.469931e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88131 members 
Mstep: Class 2 contains 89338 members 
Entering Unmasked Estep 
Score: -24700378.000000 Penalty: 5994.929688
	Iteration 3Q: 3 clusters Score -2.470038e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87991 members 
Mstep: Class 2 contains 89478 members 
Entering Unmasked Estep 
Score: -24701550.000000 Penalty: 5994.929688
	Iteration 4Q: 3 clusters Score -2.470155e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87909 members 
Mstep: Class 2 contains 89560 members 
Entering Unmasked Estep 
Score: -24702974.000000 Penalty: 5994.929688
	Iteration 5Q: 3 clusters Score -2.470297e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 89602 members 
Entering Unmasked Estep 
Score: -24704682.000000 Penalty: 5994.929688
	Iteration 6Q: 3 clusters Score -2.470468e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87902 members 
Mstep: Class 2 contains 89567 members 
Entering Unmasked Estep 
Score: -24706584.000000 Penalty: 5994.929688
	Iteration 7Q: 3 clusters Score -2.470658e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88248 members 
Mstep: Class 2 contains 89221 members 
Entering Unmasked Estep 
Score: -24708928.000000 Penalty: 5994.929688
	Iteration 8Q: 3 clusters Score -2.470893e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 88453 members 
Entering Unmasked Estep 
Score: -24712222.000000 Penalty: 5994.929688
	Iteration 9Q: 3 clusters Score -2.471222e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90155 members 
Mstep: Class 2 contains 87314 members 
Entering Unmasked Estep 
Score: -24716796.000000 Penalty: 5994.929688
	Iteration 10Q: 3 clusters Score -2.47168e+07 nChanged 9788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91671 members 
Mstep: Class 2 contains 85798 members 
Entering Unmasked Estep 
Score: -24723086.000000 Penalty: 5994.929688
	Iteration 11F: 3 clusters Score -2.472309e+07 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93191 members 
Mstep: Class 2 contains 84278 members 
Entering Unmasked Estep 
Score: -24729908.000000 Penalty: 5994.929688
	Iteration 12F: 3 clusters Score -2.472991e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94604 members 
Mstep: Class 2 contains 82865 members 
Entering Unmasked Estep 
Score: -24734290.000000 Penalty: 5994.929688
	Iteration 13Q: 3 clusters Score -2.473429e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95879 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -24736326.000000 Penalty: 5994.929688
	Iteration 14Q: 3 clusters Score -2.473633e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97168 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -24737246.000000 Penalty: 5994.929688
	Iteration 15Q: 3 clusters Score -2.473725e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98513 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -24737986.000000 Penalty: 5994.929688
	Iteration 16Q: 3 clusters Score -2.473799e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99996 members 
Mstep: Class 2 contains 77473 members 
Entering Unmasked Estep 
Score: -24738658.000000 Penalty: 5994.929688
	Iteration 17Q: 3 clusters Score -2.473866e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101667 members 
Mstep: Class 2 contains 75802 members 
Entering Unmasked Estep 
Score: -24739398.000000 Penalty: 5994.929688
	Iteration 18Q: 3 clusters Score -2.47394e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Mstep: Class 2 contains 73927 members 
Entering Unmasked Estep 
Score: -24740186.000000 Penalty: 5994.929688
	Iteration 19Q: 3 clusters Score -2.474019e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105516 members 
Mstep: Class 2 contains 71953 members 
Entering Unmasked Estep 
Score: -24741078.000000 Penalty: 5994.929688
	Iteration 20F: 3 clusters Score -2.474108e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107714 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -24741988.000000 Penalty: 5994.929688
	Iteration 21Q: 3 clusters Score -2.474199e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110108 members 
Mstep: Class 2 contains 67361 members 
Entering Unmasked Estep 
Score: -24743260.000000 Penalty: 5994.929688
	Iteration 22Q: 3 clusters Score -2.474326e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112703 members 
Mstep: Class 2 contains 64766 members 
Entering Unmasked Estep 
Score: -24744416.000000 Penalty: 5994.929688
	Iteration 23Q: 3 clusters Score -2.474442e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115416 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
Score: -24745698.000000 Penalty: 5994.929688
	Iteration 24Q: 3 clusters Score -2.47457e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118469 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -24747106.000000 Penalty: 5994.929688
	Iteration 25Q: 3 clusters Score -2.474711e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121898 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -24748616.000000 Penalty: 5994.929688
	Iteration 26Q: 3 clusters Score -2.474862e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125482 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -24749778.000000 Penalty: 5994.929688
	Iteration 27Q: 3 clusters Score -2.474978e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129201 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -24750844.000000 Penalty: 5994.929688
	Iteration 28Q: 3 clusters Score -2.475084e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133088 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -24752026.000000 Penalty: 5994.929688
	Iteration 29Q: 3 clusters Score -2.475203e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137026 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -24753000.000000 Penalty: 5994.929688
	Iteration 30Q: 3 clusters Score -2.4753e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140999 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -24753966.000000 Penalty: 5994.929688
	Iteration 31Q: 3 clusters Score -2.475397e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144959 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -24754644.000000 Penalty: 5994.929688
	Iteration 32Q: 3 clusters Score -2.475464e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148736 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -24755312.000000 Penalty: 5994.929688
	Iteration 33Q: 3 clusters Score -2.475531e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152264 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -24755784.000000 Penalty: 5994.929688
	Iteration 34Q: 3 clusters Score -2.475578e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155463 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -24756176.000000 Penalty: 5994.929688
	Iteration 35Q: 3 clusters Score -2.475618e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158245 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -24756426.000000 Penalty: 5994.929688
	Iteration 36Q: 3 clusters Score -2.475643e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160629 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -24756400.000000 Penalty: 5994.929688
	Iteration 37Q: 3 clusters Score -2.47564e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162707 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -24756350.000000 Penalty: 5994.929688
	Iteration 38Q: 3 clusters Score -2.475635e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164367 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -24756376.000000 Penalty: 5994.929688
	Iteration 39Q: 3 clusters Score -2.475638e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165687 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -24757060.000000 Penalty: 5994.929688
	Iteration 40F: 3 clusters Score -2.475706e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167792 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -24757400.000000 Penalty: 5994.929688
	Iteration 41Q: 3 clusters Score -2.47574e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169440 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -24757586.000000 Penalty: 5994.929688
	Iteration 42Q: 3 clusters Score -2.475759e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170742 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -24757650.000000 Penalty: 5994.929688
	Iteration 43Q: 3 clusters Score -2.475765e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171742 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -24757634.000000 Penalty: 5994.929688
	Iteration 44Q: 3 clusters Score -2.475763e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172491 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -24757608.000000 Penalty: 5994.929688
	Iteration 45Q: 3 clusters Score -2.475761e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173095 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -24757546.000000 Penalty: 5994.929688
	Iteration 46Q: 3 clusters Score -2.475755e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173599 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -24757462.000000 Penalty: 5994.929688
	Iteration 47Q: 3 clusters Score -2.475746e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173982 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -24757416.000000 Penalty: 5994.929688
	Iteration 48Q: 3 clusters Score -2.475742e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174280 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -24757324.000000 Penalty: 5994.929688
	Iteration 49Q: 3 clusters Score -2.475732e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174509 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -24757330.000000 Penalty: 5994.929688
	Iteration 50Q: 3 clusters Score -2.475733e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174703 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -24757258.000000 Penalty: 5994.929688
	Iteration 51Q: 3 clusters Score -2.475726e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174875 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -24757220.000000 Penalty: 5994.929688
	Iteration 52Q: 3 clusters Score -2.475722e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175027 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -24757204.000000 Penalty: 5994.929688
	Iteration 53Q: 3 clusters Score -2.47572e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175129 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -24757218.000000 Penalty: 5994.929688
	Iteration 54Q: 3 clusters Score -2.475722e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175221 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -24757182.000000 Penalty: 5994.929688
	Iteration 55Q: 3 clusters Score -2.475718e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175302 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -24757194.000000 Penalty: 5994.929688
	Iteration 56Q: 3 clusters Score -2.475719e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175378 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -24757198.000000 Penalty: 5994.929688
	Iteration 57Q: 3 clusters Score -2.47572e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175452 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -24757188.000000 Penalty: 5994.929688
	Iteration 58Q: 3 clusters Score -2.475719e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175523 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -24757120.000000 Penalty: 5994.929688
	Iteration 59Q: 3 clusters Score -2.475712e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175588 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -24757128.000000 Penalty: 5994.929688
	Iteration 60F: 3 clusters Score -2.475713e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175631 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -24757126.000000 Penalty: 5994.929688
	Iteration 61Q: 3 clusters Score -2.475713e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175658 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -24757120.000000 Penalty: 5994.929688
	Iteration 62Q: 3 clusters Score -2.475712e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175689 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -24757128.000000 Penalty: 5994.929688
	Iteration 63Q: 3 clusters Score -2.475713e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175716 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -24757148.000000 Penalty: 5994.929688
	Iteration 64Q: 3 clusters Score -2.475715e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175744 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -24757152.000000 Penalty: 5994.929688
	Iteration 65Q: 3 clusters Score -2.475715e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175769 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -24757120.000000 Penalty: 5994.929688
	Iteration 66Q: 3 clusters Score -2.475712e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175790 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -24757146.000000 Penalty: 5994.929688
	Iteration 67Q: 3 clusters Score -2.475715e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175815 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -24757172.000000 Penalty: 5994.929688
	Iteration 68Q: 3 clusters Score -2.475717e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175832 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -24757188.000000 Penalty: 5994.929688
	Iteration 69Q: 3 clusters Score -2.475719e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175853 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -24757172.000000 Penalty: 5994.929688
	Iteration 70Q: 3 clusters Score -2.475717e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175867 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -24757178.000000 Penalty: 5994.929688
	Iteration 71Q: 3 clusters Score -2.475718e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175876 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -24757166.000000 Penalty: 5994.929688
	Iteration 72Q: 3 clusters Score -2.475717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175887 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -24757174.000000 Penalty: 5994.929688
	Iteration 73Q: 3 clusters Score -2.475717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175894 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -24757166.000000 Penalty: 5994.929688
	Iteration 74Q: 3 clusters Score -2.475717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175902 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -24757148.000000 Penalty: 5994.929688
	Iteration 75Q: 3 clusters Score -2.475715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175912 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -24757156.000000 Penalty: 5994.929688
	Iteration 76Q: 3 clusters Score -2.475716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175919 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -24757148.000000 Penalty: 5994.929688
	Iteration 77Q: 3 clusters Score -2.475715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175924 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -24757150.000000 Penalty: 5994.929688
	Iteration 78Q: 3 clusters Score -2.475715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175927 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -24757144.000000 Penalty: 5994.929688
	Iteration 79Q: 3 clusters Score -2.475714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175933 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -24757130.000000 Penalty: 5994.929688
	Iteration 80F: 3 clusters Score -2.475713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175939 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -24757158.000000 Penalty: 5994.929688
	Iteration 81Q: 3 clusters Score -2.475716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175944 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -24757142.000000 Penalty: 5994.929688
	Iteration 82Q: 3 clusters Score -2.475714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175948 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -24757174.000000 Penalty: 5994.929688
	Iteration 83Q: 3 clusters Score -2.475717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175954 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -24757150.000000 Penalty: 5994.929688
	Iteration 84Q: 3 clusters Score -2.475715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175956 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -24757164.000000 Penalty: 5994.929688
	Iteration 85Q: 3 clusters Score -2.475716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175961 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -24757158.000000 Penalty: 5994.929688
	Iteration 86Q: 3 clusters Score -2.475716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175965 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -24757168.000000 Penalty: 5994.929688
	Iteration 87Q: 3 clusters Score -2.475717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175966 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -24757174.000000 Penalty: 5994.929688
	Iteration 88Q: 3 clusters Score -2.475717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175967 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -24757180.000000 Penalty: 5994.929688
	Iteration 89Q: 3 clusters Score -2.475718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175967 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -24757180.000000 Penalty: 5994.929688
	Iteration 90F: 3 clusters Score -2.475718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Entering Unmasked Estep 
Score: -5372556.000000 Penalty: 2628.033447
	Iteration 0F: 2 clusters Score -5372556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -5345499.000000 Penalty: 5256.066895
	Iteration 0F: 3 clusters Score -5345499 nChanged 18282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -5355771.000000 Penalty: 5256.066895
	Iteration 1F: 3 clusters Score -5355771 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -5356495.000000 Penalty: 5256.066895
	Iteration 2Q: 3 clusters Score -5356495 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -5357417.500000 Penalty: 5256.066895
	Iteration 3Q: 3 clusters Score -5357418 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -5358535.000000 Penalty: 5256.066895
	Iteration 4Q: 3 clusters Score -5358535 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -5359692.500000 Penalty: 5256.066895
	Iteration 5Q: 3 clusters Score -5359692 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -5360671.500000 Penalty: 5256.066895
	Iteration 6Q: 3 clusters Score -5360672 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -5361531.000000 Penalty: 5256.066895
	Iteration 7Q: 3 clusters Score -5361531 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -5362191.500000 Penalty: 5256.066895
	Iteration 8Q: 3 clusters Score -5362192 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -5362771.500000 Penalty: 5256.066895
	Iteration 9Q: 3 clusters Score -5362772 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -5363255.500000 Penalty: 5256.066895
	Iteration 10Q: 3 clusters Score -5363256 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -5363663.000000 Penalty: 5256.066895
	Iteration 11Q: 3 clusters Score -5363663 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -5364029.000000 Penalty: 5256.066895
	Iteration 12Q: 3 clusters Score -5364029 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -5364384.000000 Penalty: 5256.066895
	Iteration 13Q: 3 clusters Score -5364384 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -5364699.500000 Penalty: 5256.066895
	Iteration 14Q: 3 clusters Score -5364700 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -5364977.000000 Penalty: 5256.066895
	Iteration 15Q: 3 clusters Score -5364977 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -5365305.000000 Penalty: 5256.066895
	Iteration 16Q: 3 clusters Score -5365305 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -5365746.000000 Penalty: 5256.066895
	Iteration 17Q: 3 clusters Score -5365746 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -5366115.000000 Penalty: 5256.066895
	Iteration 18Q: 3 clusters Score -5366115 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -5366486.000000 Penalty: 5256.066895
	Iteration 19Q: 3 clusters Score -5366486 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -5366861.000000 Penalty: 5256.066895
	Iteration 20F: 3 clusters Score -5366861 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -5367211.000000 Penalty: 5256.066895
	Iteration 21Q: 3 clusters Score -5367211 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -5367612.500000 Penalty: 5256.066895
	Iteration 22Q: 3 clusters Score -5367612 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -5368049.500000 Penalty: 5256.066895
	Iteration 23Q: 3 clusters Score -5368050 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -5368423.500000 Penalty: 5256.066895
	Iteration 24Q: 3 clusters Score -5368424 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -5368804.000000 Penalty: 5256.066895
	Iteration 25Q: 3 clusters Score -5368804 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -5369057.500000 Penalty: 5256.066895
	Iteration 26Q: 3 clusters Score -5369058 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -5369306.500000 Penalty: 5256.066895
	Iteration 27Q: 3 clusters Score -5369306 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -5369526.500000 Penalty: 5256.066895
	Iteration 28Q: 3 clusters Score -5369526 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5369683.000000 Penalty: 5256.066895
	Iteration 29Q: 3 clusters Score -5369683 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -5369807.500000 Penalty: 5256.066895
	Iteration 30Q: 3 clusters Score -5369808 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -5369896.500000 Penalty: 5256.066895
	Iteration 31Q: 3 clusters Score -5369896 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5369988.500000 Penalty: 5256.066895
	Iteration 32Q: 3 clusters Score -5369988 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5370068.000000 Penalty: 5256.066895
	Iteration 33Q: 3 clusters Score -5370068 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5370131.000000 Penalty: 5256.066895
	Iteration 34Q: 3 clusters Score -5370131 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5370197.000000 Penalty: 5256.066895
	Iteration 35Q: 3 clusters Score -5370197 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5370257.500000 Penalty: 5256.066895
	Iteration 36Q: 3 clusters Score -5370258 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5370279.500000 Penalty: 5256.066895
	Iteration 37Q: 3 clusters Score -5370280 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5370307.500000 Penalty: 5256.066895
	Iteration 38Q: 3 clusters Score -5370308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5370343.000000 Penalty: 5256.066895
	Iteration 39Q: 3 clusters Score -5370343 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5370364.000000 Penalty: 5256.066895
	Iteration 40F: 3 clusters Score -5370364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5370362.500000 Penalty: 5256.066895
	Iteration 41Q: 3 clusters Score -5370362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5370361.000000 Penalty: 5256.066895
	Iteration 42Q: 3 clusters Score -5370361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5370367.500000 Penalty: 5256.066895
	Iteration 43Q: 3 clusters Score -5370368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5370369.500000 Penalty: 5256.066895
	Iteration 44Q: 3 clusters Score -5370370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5370377.500000 Penalty: 5256.066895
	Iteration 45Q: 3 clusters Score -5370378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5370379.500000 Penalty: 5256.066895
	Iteration 46Q: 3 clusters Score -5370380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5370388.500000 Penalty: 5256.066895
	Iteration 47Q: 3 clusters Score -5370388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5370396.000000 Penalty: 5256.066895
	Iteration 48Q: 3 clusters Score -5370396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5370408.000000 Penalty: 5256.066895
	Iteration 49Q: 3 clusters Score -5370408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5370411.500000 Penalty: 5256.066895
	Iteration 50Q: 3 clusters Score -5370412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5370411.500000 Penalty: 5256.066895
	Iteration 51Q: 3 clusters Score -5370412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5370422.000000 Penalty: 5256.066895
	Iteration 52Q: 3 clusters Score -5370422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5370413.000000 Penalty: 5256.066895
	Iteration 53Q: 3 clusters Score -5370413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5370415.500000 Penalty: 5256.066895
	Iteration 54Q: 3 clusters Score -5370416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5370427.000000 Penalty: 5256.066895
	Iteration 55Q: 3 clusters Score -5370427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5370437.500000 Penalty: 5256.066895
	Iteration 56Q: 3 clusters Score -5370438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5370447.500000 Penalty: 5256.066895
	Iteration 57Q: 3 clusters Score -5370448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5370446.000000 Penalty: 5256.066895
	Iteration 58Q: 3 clusters Score -5370446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5370455.000000 Penalty: 5256.066895
	Iteration 59Q: 3 clusters Score -5370455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5370447.500000 Penalty: 5256.066895
	Iteration 60F: 3 clusters Score -5370448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5370455.500000 Penalty: 5256.066895
	Iteration 61Q: 3 clusters Score -5370456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5370464.500000 Penalty: 5256.066895
	Iteration 62Q: 3 clusters Score -5370464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5370476.000000 Penalty: 5256.066895
	Iteration 63Q: 3 clusters Score -5370476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5370475.000000 Penalty: 5256.066895
	Iteration 64Q: 3 clusters Score -5370475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5370472.000000 Penalty: 5256.066895
	Iteration 65Q: 3 clusters Score -5370472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5370472.500000 Penalty: 5256.066895
	Iteration 66Q: 3 clusters Score -5370472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5370473.500000 Penalty: 5256.066895
	Iteration 67Q: 3 clusters Score -5370474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5370473.500000 Penalty: 5256.066895
	Iteration 68Q: 3 clusters Score -5370474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5370478.500000 Penalty: 5256.066895
	Iteration 69Q: 3 clusters Score -5370478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5370479.000000 Penalty: 5256.066895
	Iteration 70Q: 3 clusters Score -5370479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5370474.500000 Penalty: 5256.066895
	Iteration 71Q: 3 clusters Score -5370474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5370472.500000 Penalty: 5256.066895
	Iteration 72Q: 3 clusters Score -5370472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5370474.000000 Penalty: 5256.066895
	Iteration 73Q: 3 clusters Score -5370474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5370474.000000 Penalty: 5256.066895
	Iteration 74F: 3 clusters Score -5370474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Entering Unmasked Estep 
Score: -2622227.750000 Penalty: 2452.291504
	Iteration 0F: 2 clusters Score -2622228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2608391.250000 Penalty: 4904.583008
	Iteration 0F: 3 clusters Score -2608391 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2612936.000000 Penalty: 4904.583008
	Iteration 1F: 3 clusters Score -2612936 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2613409.750000 Penalty: 4904.583008
	Iteration 2F: 3 clusters Score -2613410 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2613881.500000 Penalty: 4904.583008
	Iteration 3F: 3 clusters Score -2613882 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2614408.000000 Penalty: 4904.583008
	Iteration 4F: 3 clusters Score -2614408 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2614976.500000 Penalty: 4904.583008
	Iteration 5F: 3 clusters Score -2614976 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2615691.250000 Penalty: 4904.583008
	Iteration 6F: 3 clusters Score -2615691 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2616517.500000 Penalty: 4904.583008
	Iteration 7F: 3 clusters Score -2616518 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2617446.500000 Penalty: 4904.583008
	Iteration 8F: 3 clusters Score -2617446 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2618256.000000 Penalty: 4904.583008
	Iteration 9Q: 3 clusters Score -2618256 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2618954.750000 Penalty: 4904.583008
	Iteration 10Q: 3 clusters Score -2618955 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2619428.750000 Penalty: 4904.583008
	Iteration 11Q: 3 clusters Score -2619429 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2619692.250000 Penalty: 4904.583008
	Iteration 12Q: 3 clusters Score -2619692 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2619859.250000 Penalty: 4904.583008
	Iteration 13Q: 3 clusters Score -2619859 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2619989.250000 Penalty: 4904.583008
	Iteration 14Q: 3 clusters Score -2619989 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2620056.250000 Penalty: 4904.583008
	Iteration 15Q: 3 clusters Score -2620056 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2620112.250000 Penalty: 4904.583008
	Iteration 16Q: 3 clusters Score -2620112 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2620153.250000 Penalty: 4904.583008
	Iteration 17Q: 3 clusters Score -2620153 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2620195.750000 Penalty: 4904.583008
	Iteration 18Q: 3 clusters Score -2620196 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2620233.000000 Penalty: 4904.583008
	Iteration 19Q: 3 clusters Score -2620233 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2620287.500000 Penalty: 4904.583008
	Iteration 20F: 3 clusters Score -2620288 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2620338.750000 Penalty: 4904.583008
	Iteration 21Q: 3 clusters Score -2620339 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2620388.750000 Penalty: 4904.583008
	Iteration 22Q: 3 clusters Score -2620389 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2620418.000000 Penalty: 4904.583008
	Iteration 23Q: 3 clusters Score -2620418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2620440.250000 Penalty: 4904.583008
	Iteration 24Q: 3 clusters Score -2620440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2620450.750000 Penalty: 4904.583008
	Iteration 25Q: 3 clusters Score -2620451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2620462.250000 Penalty: 4904.583008
	Iteration 26Q: 3 clusters Score -2620462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2620466.250000 Penalty: 4904.583008
	Iteration 27Q: 3 clusters Score -2620466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2620466.500000 Penalty: 4904.583008
	Iteration 28Q: 3 clusters Score -2620466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2620468.000000 Penalty: 4904.583008
	Iteration 29Q: 3 clusters Score -2620468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2620468.250000 Penalty: 4904.583008
	Iteration 30Q: 3 clusters Score -2620468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2620468.250000 Penalty: 4904.583008
	Iteration 31F: 3 clusters Score -2620468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -157562.828125 Penalty: 1772.008545
	Iteration 0F: 2 clusters Score -157562.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -155458.062500 Penalty: 3544.017090
	Iteration 0F: 3 clusters Score -155458.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -156043.046875 Penalty: 3544.017090
	Iteration 1F: 3 clusters Score -156043 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -156426.218750 Penalty: 3544.017090
	Iteration 2F: 3 clusters Score -156426.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -156775.718750 Penalty: 3544.017090
	Iteration 3F: 3 clusters Score -156775.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -157080.515625 Penalty: 3544.017090
	Iteration 4F: 3 clusters Score -157080.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -157341.125000 Penalty: 3544.017090
	Iteration 5F: 3 clusters Score -157341.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -157833.265625 Penalty: 3544.017090
	Iteration 6F: 3 clusters Score -157833.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -158287.203125 Penalty: 3544.017090
	Iteration 7F: 3 clusters Score -158287.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -158515.015625 Penalty: 3544.017090
	Iteration 8Q: 3 clusters Score -158515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -158703.765625 Penalty: 3544.017090
	Iteration 9Q: 3 clusters Score -158703.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -158765.312500 Penalty: 3544.017090
	Iteration 10Q: 3 clusters Score -158765.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -158767.359375 Penalty: 3544.017090
	Iteration 11Q: 3 clusters Score -158767.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -158767.359375 Penalty: 3544.017090
	Iteration 12F: 3 clusters Score -158767.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3850 members 
Mstep: Class 3 contains 20799 members 
Mstep: Class 4 contains 3587 members 
Mstep: Class 5 contains 28394 members 
Mstep: Class 6 contains 2949 members 
Mstep: Class 7 contains 302851 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 226 members 
Mstep: Class 10 contains 177469 members 
Mstep: Class 11 contains 40011 members 
Mstep: Class 12 contains 19698 members 
Mstep: Class 13 contains 791 members 
Mstep: Class 14 contains 11174 members 
Mstep: Class 15 contains 24555 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 51413 members 
Mstep: Class 18 contains 92492 members 
Mstep: Class 19 contains 1489 members 
Mstep: Class 20 contains 208029 members 
Mstep: Class 21 contains 492 members 
Mstep: Class 22 contains 477 members 
Entering Unmasked Estep 
Score: -135771088.000000 Penalty: 75362.250000
Splitting cluster 13 changes total score from -135768432.000000 to -135771088.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (11174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Entering Unmasked Estep 
Score: -1560868.500000 Penalty: 2311.693604
	Iteration 0F: 2 clusters Score -1560868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1552467.125000 Penalty: 4623.387207
	Iteration 0F: 3 clusters Score -1552467 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1554949.250000 Penalty: 4623.387207
	Iteration 1F: 3 clusters Score -1554949 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1555278.500000 Penalty: 4623.387207
	Iteration 2F: 3 clusters Score -1555278 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1555512.375000 Penalty: 4623.387207
	Iteration 3F: 3 clusters Score -1555512 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1555687.750000 Penalty: 4623.387207
	Iteration 4Q: 3 clusters Score -1555688 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1555854.250000 Penalty: 4623.387207
	Iteration 5Q: 3 clusters Score -1555854 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1556048.125000 Penalty: 4623.387207
	Iteration 6Q: 3 clusters Score -1556048 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1556301.000000 Penalty: 4623.387207
	Iteration 7Q: 3 clusters Score -1556301 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1556608.750000 Penalty: 4623.387207
	Iteration 8Q: 3 clusters Score -1556609 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1556966.000000 Penalty: 4623.387207
	Iteration 9Q: 3 clusters Score -1556966 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1557327.875000 Penalty: 4623.387207
	Iteration 10Q: 3 clusters Score -1557328 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1557709.875000 Penalty: 4623.387207
	Iteration 11Q: 3 clusters Score -1557710 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1558043.625000 Penalty: 4623.387207
	Iteration 12Q: 3 clusters Score -1558044 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1558287.625000 Penalty: 4623.387207
	Iteration 13Q: 3 clusters Score -1558288 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1558429.250000 Penalty: 4623.387207
	Iteration 14Q: 3 clusters Score -1558429 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1558552.500000 Penalty: 4623.387207
	Iteration 15Q: 3 clusters Score -1558552 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1558639.375000 Penalty: 4623.387207
	Iteration 16Q: 3 clusters Score -1558639 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1558684.625000 Penalty: 4623.387207
	Iteration 17Q: 3 clusters Score -1558685 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1558729.000000 Penalty: 4623.387207
	Iteration 18Q: 3 clusters Score -1558729 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1558767.875000 Penalty: 4623.387207
	Iteration 19Q: 3 clusters Score -1558768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1558794.875000 Penalty: 4623.387207
	Iteration 20F: 3 clusters Score -1558795 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1558818.000000 Penalty: 4623.387207
	Iteration 21Q: 3 clusters Score -1558818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1558851.125000 Penalty: 4623.387207
	Iteration 22Q: 3 clusters Score -1558851 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1558880.750000 Penalty: 4623.387207
	Iteration 23Q: 3 clusters Score -1558881 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1558900.375000 Penalty: 4623.387207
	Iteration 24Q: 3 clusters Score -1558900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1558912.875000 Penalty: 4623.387207
	Iteration 25Q: 3 clusters Score -1558913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1558924.375000 Penalty: 4623.387207
	Iteration 26Q: 3 clusters Score -1558924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1558930.250000 Penalty: 4623.387207
	Iteration 27Q: 3 clusters Score -1558930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1558939.000000 Penalty: 4623.387207
	Iteration 28Q: 3 clusters Score -1558939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1558942.125000 Penalty: 4623.387207
	Iteration 29Q: 3 clusters Score -1558942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1558945.500000 Penalty: 4623.387207
	Iteration 30Q: 3 clusters Score -1558946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1558950.500000 Penalty: 4623.387207
	Iteration 31Q: 3 clusters Score -1558950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1558951.625000 Penalty: 4623.387207
	Iteration 32Q: 3 clusters Score -1558952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1558955.250000 Penalty: 4623.387207
	Iteration 33Q: 3 clusters Score -1558955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1558963.875000 Penalty: 4623.387207
	Iteration 34Q: 3 clusters Score -1558964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1558966.125000 Penalty: 4623.387207
	Iteration 35Q: 3 clusters Score -1558966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1558969.000000 Penalty: 4623.387207
	Iteration 36Q: 3 clusters Score -1558969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1558967.625000 Penalty: 4623.387207
	Iteration 37Q: 3 clusters Score -1558968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1558971.375000 Penalty: 4623.387207
	Iteration 38Q: 3 clusters Score -1558971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1558971.375000 Penalty: 4623.387207
	Iteration 39F: 3 clusters Score -1558971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Entering Unmasked Estep 
Score: -3466061.500000 Penalty: 2506.950439
	Iteration 0F: 2 clusters Score -3466062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3449095.500000 Penalty: 5013.900879
	Iteration 0F: 3 clusters Score -3449096 nChanged 10916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -3454892.250000 Penalty: 5013.900879
	Iteration 1F: 3 clusters Score -3454892 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -3455336.750000 Penalty: 5013.900879
	Iteration 2F: 3 clusters Score -3455337 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -3455710.000000 Penalty: 5013.900879
	Iteration 3Q: 3 clusters Score -3455710 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -3456112.250000 Penalty: 5013.900879
	Iteration 4Q: 3 clusters Score -3456112 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3456569.000000 Penalty: 5013.900879
	Iteration 5Q: 3 clusters Score -3456569 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -3457241.500000 Penalty: 5013.900879
	Iteration 6Q: 3 clusters Score -3457242 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3458110.750000 Penalty: 5013.900879
	Iteration 7F: 3 clusters Score -3458111 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -3459215.250000 Penalty: 5013.900879
	Iteration 8F: 3 clusters Score -3459215 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3460406.500000 Penalty: 5013.900879
	Iteration 9F: 3 clusters Score -3460406 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3461517.500000 Penalty: 5013.900879
	Iteration 10F: 3 clusters Score -3461518 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3462381.250000 Penalty: 5013.900879
	Iteration 11Q: 3 clusters Score -3462381 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3462941.750000 Penalty: 5013.900879
	Iteration 12Q: 3 clusters Score -3462942 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3463299.750000 Penalty: 5013.900879
	Iteration 13Q: 3 clusters Score -3463300 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3463519.250000 Penalty: 5013.900879
	Iteration 14Q: 3 clusters Score -3463519 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3463665.000000 Penalty: 5013.900879
	Iteration 15Q: 3 clusters Score -3463665 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3463741.250000 Penalty: 5013.900879
	Iteration 16Q: 3 clusters Score -3463741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3463788.500000 Penalty: 5013.900879
	Iteration 17Q: 3 clusters Score -3463788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3463817.500000 Penalty: 5013.900879
	Iteration 18Q: 3 clusters Score -3463818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3463836.000000 Penalty: 5013.900879
	Iteration 19Q: 3 clusters Score -3463836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3463855.000000 Penalty: 5013.900879
	Iteration 20F: 3 clusters Score -3463855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3463865.500000 Penalty: 5013.900879
	Iteration 21Q: 3 clusters Score -3463866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3463875.750000 Penalty: 5013.900879
	Iteration 22Q: 3 clusters Score -3463876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3463882.000000 Penalty: 5013.900879
	Iteration 23Q: 3 clusters Score -3463882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3463892.250000 Penalty: 5013.900879
	Iteration 24Q: 3 clusters Score -3463892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3463902.250000 Penalty: 5013.900879
	Iteration 25Q: 3 clusters Score -3463902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3463904.000000 Penalty: 5013.900879
	Iteration 26Q: 3 clusters Score -3463904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3463910.250000 Penalty: 5013.900879
	Iteration 27Q: 3 clusters Score -3463910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3463908.500000 Penalty: 5013.900879
	Iteration 28Q: 3 clusters Score -3463908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3463915.500000 Penalty: 5013.900879
	Iteration 29Q: 3 clusters Score -3463916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3463922.000000 Penalty: 5013.900879
	Iteration 30Q: 3 clusters Score -3463922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3463925.500000 Penalty: 5013.900879
	Iteration 31Q: 3 clusters Score -3463926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3463933.750000 Penalty: 5013.900879
	Iteration 32Q: 3 clusters Score -3463934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3463933.000000 Penalty: 5013.900879
	Iteration 33Q: 3 clusters Score -3463933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3463938.500000 Penalty: 5013.900879
	Iteration 34Q: 3 clusters Score -3463938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3463944.500000 Penalty: 5013.900879
	Iteration 35Q: 3 clusters Score -3463944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3463946.000000 Penalty: 5013.900879
	Iteration 36Q: 3 clusters Score -3463946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3463948.000000 Penalty: 5013.900879
	Iteration 37Q: 3 clusters Score -3463948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3463947.500000 Penalty: 5013.900879
	Iteration 38Q: 3 clusters Score -3463948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3463955.000000 Penalty: 5013.900879
	Iteration 39Q: 3 clusters Score -3463955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3463955.000000 Penalty: 5013.900879
	Iteration 40F: 3 clusters Score -3463955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3463954.750000 Penalty: 5013.900879
	Iteration 41Q: 3 clusters Score -3463955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3463954.750000 Penalty: 5013.900879
	Iteration 42F: 3 clusters Score -3463955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -28198.115234 Penalty: 1368.328247
	Iteration 0F: 2 clusters Score -28198.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27097.503906 Penalty: 2736.656494
	Iteration 0F: 3 clusters Score -27097.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27254.664062 Penalty: 2736.656494
	Iteration 1F: 3 clusters Score -27254.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -27330.296875 Penalty: 2736.656494
	Iteration 2F: 3 clusters Score -27330.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -27363.626953 Penalty: 2736.656494
	Iteration 3Q: 3 clusters Score -27363.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -27406.710938 Penalty: 2736.656494
	Iteration 4Q: 3 clusters Score -27406.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -27519.464844 Penalty: 2736.656494
	Iteration 5Q: 3 clusters Score -27519.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -27657.009766 Penalty: 2736.656494
	Iteration 6Q: 3 clusters Score -27657.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -27779.916016 Penalty: 2736.656494
	Iteration 7Q: 3 clusters Score -27779.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -27836.183594 Penalty: 2736.656494
	Iteration 8Q: 3 clusters Score -27836.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -27880.103516 Penalty: 2736.656494
	Iteration 9Q: 3 clusters Score -27880.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -27970.488281 Penalty: 2736.656494
	Iteration 10Q: 3 clusters Score -27970.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -28057.857422 Penalty: 2736.656494
	Iteration 11Q: 3 clusters Score -28057.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -28087.593750 Penalty: 2736.656494
	Iteration 12Q: 3 clusters Score -28087.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -28092.220703 Penalty: 2736.656494
	Iteration 13Q: 3 clusters Score -28092.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -28092.296875 Penalty: 2736.656494
	Iteration 14F: 3 clusters Score -28092.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -28100.158203 Penalty: 2736.656494
	Iteration 15Q: 3 clusters Score -28100.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -28100.158203 Penalty: 2736.656494
	Iteration 16F: 3 clusters Score -28100.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Entering Unmasked Estep 
Score: -6942096.500000 Penalty: 2690.216309
	Iteration 0F: 2 clusters Score -6942096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -6907368.500000 Penalty: 5380.432617
	Iteration 0F: 3 clusters Score -6907368 nChanged 23833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -6920652.500000 Penalty: 5380.432617
	Iteration 1F: 3 clusters Score -6920652 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -6921254.500000 Penalty: 5380.432617
	Iteration 2Q: 3 clusters Score -6921254 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -6921996.000000 Penalty: 5380.432617
	Iteration 3Q: 3 clusters Score -6921996 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -6922929.500000 Penalty: 5380.432617
	Iteration 4Q: 3 clusters Score -6922930 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -6924419.500000 Penalty: 5380.432617
	Iteration 5F: 3 clusters Score -6924420 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -6926739.000000 Penalty: 5380.432617
	Iteration 6F: 3 clusters Score -6926739 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -6929755.500000 Penalty: 5380.432617
	Iteration 7F: 3 clusters Score -6929756 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -6932738.500000 Penalty: 5380.432617
	Iteration 8F: 3 clusters Score -6932738 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -6935217.500000 Penalty: 5380.432617
	Iteration 9F: 3 clusters Score -6935218 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -6937212.000000 Penalty: 5380.432617
	Iteration 10Q: 3 clusters Score -6937212 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -6938756.500000 Penalty: 5380.432617
	Iteration 11Q: 3 clusters Score -6938756 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -6939953.000000 Penalty: 5380.432617
	Iteration 12Q: 3 clusters Score -6939953 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -6940798.500000 Penalty: 5380.432617
	Iteration 13Q: 3 clusters Score -6940798 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -6941271.000000 Penalty: 5380.432617
	Iteration 14Q: 3 clusters Score -6941271 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -6941515.500000 Penalty: 5380.432617
	Iteration 15Q: 3 clusters Score -6941516 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -6941668.500000 Penalty: 5380.432617
	Iteration 16Q: 3 clusters Score -6941668 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -6941773.500000 Penalty: 5380.432617
	Iteration 17Q: 3 clusters Score -6941774 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -6941802.000000 Penalty: 5380.432617
	Iteration 18Q: 3 clusters Score -6941802 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -6941843.000000 Penalty: 5380.432617
	Iteration 19Q: 3 clusters Score -6941843 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -6941852.500000 Penalty: 5380.432617
	Iteration 20F: 3 clusters Score -6941852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -6941849.000000 Penalty: 5380.432617
	Iteration 21Q: 3 clusters Score -6941849 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -6941867.000000 Penalty: 5380.432617
	Iteration 22Q: 3 clusters Score -6941867 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -6941880.000000 Penalty: 5380.432617
	Iteration 23Q: 3 clusters Score -6941880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -6941888.500000 Penalty: 5380.432617
	Iteration 24Q: 3 clusters Score -6941888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -6941892.500000 Penalty: 5380.432617
	Iteration 25Q: 3 clusters Score -6941892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -6941888.000000 Penalty: 5380.432617
	Iteration 26Q: 3 clusters Score -6941888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -6941875.000000 Penalty: 5380.432617
	Iteration 27Q: 3 clusters Score -6941875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -6941886.000000 Penalty: 5380.432617
	Iteration 28Q: 3 clusters Score -6941886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -6941886.500000 Penalty: 5380.432617
	Iteration 29Q: 3 clusters Score -6941886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -6941888.000000 Penalty: 5380.432617
	Iteration 30Q: 3 clusters Score -6941888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -6941878.500000 Penalty: 5380.432617
	Iteration 31Q: 3 clusters Score -6941878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -6941881.000000 Penalty: 5380.432617
	Iteration 32Q: 3 clusters Score -6941881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -6941885.000000 Penalty: 5380.432617
	Iteration 33Q: 3 clusters Score -6941885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -6941883.500000 Penalty: 5380.432617
	Iteration 34Q: 3 clusters Score -6941884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -6941885.500000 Penalty: 5380.432617
	Iteration 35Q: 3 clusters Score -6941886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -6941882.000000 Penalty: 5380.432617
	Iteration 36Q: 3 clusters Score -6941882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -6941882.000000 Penalty: 5380.432617
	Iteration 37F: 3 clusters Score -6941882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (92492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92492 members 
Entering Unmasked Estep 
Score: -12927995.000000 Penalty: 2835.849609
	Iteration 0F: 2 clusters Score -1.2928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -12866141.000000 Penalty: 5671.699219
	Iteration 0F: 3 clusters Score -1.286614e+07 nChanged 43443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -12891194.000000 Penalty: 5671.699219
	Iteration 1F: 3 clusters Score -1.289119e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -12892190.000000 Penalty: 5671.699219
	Iteration 2Q: 3 clusters Score -1.289219e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -12893564.000000 Penalty: 5671.699219
	Iteration 3Q: 3 clusters Score -1.289356e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -12895459.000000 Penalty: 5671.699219
	Iteration 4Q: 3 clusters Score -1.289546e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -12898024.000000 Penalty: 5671.699219
	Iteration 5F: 3 clusters Score -1.289802e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -12901569.000000 Penalty: 5671.699219
	Iteration 6F: 3 clusters Score -1.290157e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66512 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -12905949.000000 Penalty: 5671.699219
	Iteration 7F: 3 clusters Score -1.290595e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71686 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -12910614.000000 Penalty: 5671.699219
	Iteration 8F: 3 clusters Score -1.291061e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -12914789.000000 Penalty: 5671.699219
	Iteration 9F: 3 clusters Score -1.291479e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -12917945.000000 Penalty: 5671.699219
	Iteration 10Q: 3 clusters Score -1.291794e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -12920164.000000 Penalty: 5671.699219
	Iteration 11Q: 3 clusters Score -1.292016e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84782 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -12921583.000000 Penalty: 5671.699219
	Iteration 12Q: 3 clusters Score -1.292158e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86434 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -12922593.000000 Penalty: 5671.699219
	Iteration 13Q: 3 clusters Score -1.292259e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87719 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -12923356.000000 Penalty: 5671.699219
	Iteration 14Q: 3 clusters Score -1.292336e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88678 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -12923883.000000 Penalty: 5671.699219
	Iteration 15Q: 3 clusters Score -1.292388e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89409 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -12924312.000000 Penalty: 5671.699219
	Iteration 16Q: 3 clusters Score -1.292431e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89969 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -12924612.000000 Penalty: 5671.699219
	Iteration 17Q: 3 clusters Score -1.292461e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90376 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -12924876.000000 Penalty: 5671.699219
	Iteration 18Q: 3 clusters Score -1.292488e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90682 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -12924994.000000 Penalty: 5671.699219
	Iteration 19Q: 3 clusters Score -1.292499e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90929 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -12925117.000000 Penalty: 5671.699219
	Iteration 20F: 3 clusters Score -1.292512e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91099 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -12925241.000000 Penalty: 5671.699219
	Iteration 21Q: 3 clusters Score -1.292524e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91211 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -12925297.000000 Penalty: 5671.699219
	Iteration 22Q: 3 clusters Score -1.29253e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91301 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -12925376.000000 Penalty: 5671.699219
	Iteration 23Q: 3 clusters Score -1.292538e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91362 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -12925402.000000 Penalty: 5671.699219
	Iteration 24Q: 3 clusters Score -1.29254e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91405 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -12925438.000000 Penalty: 5671.699219
	Iteration 25Q: 3 clusters Score -1.292544e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91440 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -12925461.000000 Penalty: 5671.699219
	Iteration 26Q: 3 clusters Score -1.292546e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91474 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -12925454.000000 Penalty: 5671.699219
	Iteration 27Q: 3 clusters Score -1.292545e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91507 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -12925470.000000 Penalty: 5671.699219
	Iteration 28Q: 3 clusters Score -1.292547e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91531 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -12925468.000000 Penalty: 5671.699219
	Iteration 29Q: 3 clusters Score -1.292547e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91548 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -12925484.000000 Penalty: 5671.699219
	Iteration 30Q: 3 clusters Score -1.292548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91563 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12925493.000000 Penalty: 5671.699219
	Iteration 31Q: 3 clusters Score -1.292549e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91571 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -12925496.000000 Penalty: 5671.699219
	Iteration 32Q: 3 clusters Score -1.29255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91583 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -12925495.000000 Penalty: 5671.699219
	Iteration 33Q: 3 clusters Score -1.29255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -12925494.000000 Penalty: 5671.699219
	Iteration 34Q: 3 clusters Score -1.292549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -12925515.000000 Penalty: 5671.699219
	Iteration 35Q: 3 clusters Score -1.292552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91608 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -12925514.000000 Penalty: 5671.699219
	Iteration 36Q: 3 clusters Score -1.292551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91609 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -12925512.000000 Penalty: 5671.699219
	Iteration 37Q: 3 clusters Score -1.292551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91615 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12925520.000000 Penalty: 5671.699219
	Iteration 38Q: 3 clusters Score -1.292552e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91627 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -12925543.000000 Penalty: 5671.699219
	Iteration 39Q: 3 clusters Score -1.292554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91635 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -12925540.000000 Penalty: 5671.699219
	Iteration 40F: 3 clusters Score -1.292554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91645 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -12925537.000000 Penalty: 5671.699219
	Iteration 41Q: 3 clusters Score -1.292554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91654 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -12925541.000000 Penalty: 5671.699219
	Iteration 42Q: 3 clusters Score -1.292554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91663 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -12925543.000000 Penalty: 5671.699219
	Iteration 43Q: 3 clusters Score -1.292554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91672 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -12925543.000000 Penalty: 5671.699219
	Iteration 44Q: 3 clusters Score -1.292554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91680 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -12925554.000000 Penalty: 5671.699219
	Iteration 45Q: 3 clusters Score -1.292555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91685 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -12925558.000000 Penalty: 5671.699219
	Iteration 46Q: 3 clusters Score -1.292556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91692 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -12925558.000000 Penalty: 5671.699219
	Iteration 47Q: 3 clusters Score -1.292556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91695 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -12925563.000000 Penalty: 5671.699219
	Iteration 48Q: 3 clusters Score -1.292556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91698 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -12925564.000000 Penalty: 5671.699219
	Iteration 49Q: 3 clusters Score -1.292556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91700 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12925567.000000 Penalty: 5671.699219
	Iteration 50Q: 3 clusters Score -1.292557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91702 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -12925568.000000 Penalty: 5671.699219
	Iteration 51Q: 3 clusters Score -1.292557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91703 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -12925566.000000 Penalty: 5671.699219
	Iteration 52Q: 3 clusters Score -1.292557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91704 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -12925568.000000 Penalty: 5671.699219
	Iteration 53Q: 3 clusters Score -1.292557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91705 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -12925559.000000 Penalty: 5671.699219
	Iteration 54Q: 3 clusters Score -1.292556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91706 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -12925552.000000 Penalty: 5671.699219
	Iteration 55Q: 3 clusters Score -1.292555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91710 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -12925565.000000 Penalty: 5671.699219
	Iteration 56Q: 3 clusters Score -1.292556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91711 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -12925567.000000 Penalty: 5671.699219
	Iteration 57Q: 3 clusters Score -1.292557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -12925564.000000 Penalty: 5671.699219
	Iteration 58Q: 3 clusters Score -1.292556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -12925564.000000 Penalty: 5671.699219
	Iteration 59F: 3 clusters Score -1.292556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Entering Unmasked Estep 
Score: -190468.984375 Penalty: 1811.853271
	Iteration 0F: 2 clusters Score -190469 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 778 members 
Entering Unmasked Estep 
Score: -188283.281250 Penalty: 3623.706543
	Iteration 0F: 3 clusters Score -188283.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -188879.015625 Penalty: 3623.706543
	Iteration 1F: 3 clusters Score -188879 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -189442.046875 Penalty: 3623.706543
	Iteration 2F: 3 clusters Score -189442 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -189920.687500 Penalty: 3623.706543
	Iteration 3F: 3 clusters Score -189920.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -190072.500000 Penalty: 3623.706543
	Iteration 4F: 3 clusters Score -190072.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -190152.421875 Penalty: 3623.706543
	Iteration 5Q: 3 clusters Score -190152.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -190251.015625 Penalty: 3623.706543
	Iteration 6Q: 3 clusters Score -190251 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -190374.437500 Penalty: 3623.706543
	Iteration 7Q: 3 clusters Score -190374.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -190592.562500 Penalty: 3623.706543
	Iteration 8Q: 3 clusters Score -190592.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -190758.093750 Penalty: 3623.706543
	Iteration 9Q: 3 clusters Score -190758.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -190815.218750 Penalty: 3623.706543
	Iteration 10Q: 3 clusters Score -190815.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -190846.812500 Penalty: 3623.706543
	Iteration 11Q: 3 clusters Score -190846.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -190853.562500 Penalty: 3623.706543
	Iteration 12Q: 3 clusters Score -190853.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -190857.734375 Penalty: 3623.706543
	Iteration 13Q: 3 clusters Score -190857.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -190858.828125 Penalty: 3623.706543
	Iteration 14Q: 3 clusters Score -190858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -190859.687500 Penalty: 3623.706543
	Iteration 15Q: 3 clusters Score -190859.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -190861.687500 Penalty: 3623.706543
	Iteration 16Q: 3 clusters Score -190861.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -190866.687500 Penalty: 3623.706543
	Iteration 17Q: 3 clusters Score -190866.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -190871.437500 Penalty: 3623.706543
	Iteration 18Q: 3 clusters Score -190871.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -190879.437500 Penalty: 3623.706543
	Iteration 19Q: 3 clusters Score -190879.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -190897.328125 Penalty: 3623.706543
	Iteration 20F: 3 clusters Score -190897.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -190918.312500 Penalty: 3623.706543
	Iteration 21Q: 3 clusters Score -190918.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -190956.765625 Penalty: 3623.706543
	Iteration 22Q: 3 clusters Score -190956.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -190979.296875 Penalty: 3623.706543
	Iteration 23Q: 3 clusters Score -190979.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -191007.828125 Penalty: 3623.706543
	Iteration 24Q: 3 clusters Score -191007.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -191073.250000 Penalty: 3623.706543
	Iteration 25Q: 3 clusters Score -191073.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -191218.875000 Penalty: 3623.706543
	Iteration 26Q: 3 clusters Score -191218.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -191260.531250 Penalty: 3623.706543
	Iteration 27Q: 3 clusters Score -191260.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -191266.421875 Penalty: 3623.706543
	Iteration 28Q: 3 clusters Score -191266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -191275.578125 Penalty: 3623.706543
	Iteration 29Q: 3 clusters Score -191275.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -191285.718750 Penalty: 3623.706543
	Iteration 30Q: 3 clusters Score -191285.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -191290.906250 Penalty: 3623.706543
	Iteration 31Q: 3 clusters Score -191290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -191294.046875 Penalty: 3623.706543
	Iteration 32Q: 3 clusters Score -191294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -191294.046875 Penalty: 3623.706543
	Iteration 33F: 3 clusters Score -191294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3850 members 
Mstep: Class 3 contains 20799 members 
Mstep: Class 4 contains 3587 members 
Mstep: Class 5 contains 28394 members 
Mstep: Class 6 contains 2949 members 
Mstep: Class 7 contains 302851 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 226 members 
Mstep: Class 10 contains 177469 members 
Mstep: Class 11 contains 40011 members 
Mstep: Class 12 contains 19698 members 
Mstep: Class 13 contains 791 members 
Mstep: Class 14 contains 11174 members 
Mstep: Class 15 contains 24555 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 51413 members 
Mstep: Class 18 contains 92492 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 208029 members 
Mstep: Class 21 contains 492 members 
Mstep: Class 22 contains 477 members 
Mstep: Class 23 contains 1082 members 
Entering Unmasked Estep 
Score: -135770112.000000 Penalty: 78787.804688
Splitting cluster 19 changes total score from -135768432.000000 to -135770112.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3850 members 
Mstep: Class 3 contains 20799 members 
Mstep: Class 4 contains 3587 members 
Mstep: Class 5 contains 28394 members 
Mstep: Class 6 contains 2949 members 
Mstep: Class 7 contains 302851 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 226 members 
Mstep: Class 10 contains 177469 members 
Mstep: Class 11 contains 40011 members 
Mstep: Class 12 contains 19698 members 
Mstep: Class 13 contains 791 members 
Mstep: Class 14 contains 11174 members 
Mstep: Class 15 contains 24555 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 51413 members 
Mstep: Class 18 contains 92492 members 
Mstep: Class 19 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135770912.000000 Penalty: 78787.804688
Iteration 79Q: 24 clusters Score -1.357709e+08 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3852 members 
Mstep: Class 3 contains 20868 members 
Mstep: Class 4 contains 3591 members 
Mstep: Class 5 contains 28421 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 303100 members 
Mstep: Class 8 contains 5888 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 177465 members 
Mstep: Class 11 contains 40041 members 
Mstep: Class 12 contains 19736 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 11184 members 
Mstep: Class 15 contains 24697 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 52171 members 
Mstep: Class 18 contains 93073 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 205986 members 
Mstep: Class 21 contains 492 members 
Mstep: Class 22 contains 469 members 
Mstep: Class 23 contains 1066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3068.251709 but Gain 3425.554688
Score: -135772288.000000 Penalty: 75362.250000
Iteration 80F: 23 clusters Score -1.357723e+08 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3854 members 
Mstep: Class 3 contains 20899 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 28432 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 302320 members 
Mstep: Class 8 contains 5999 members 
Mstep: Class 9 contains 232 members 
Mstep: Class 10 contains 177145 members 
Mstep: Class 11 contains 40074 members 
Mstep: Class 12 contains 19654 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 11191 members 
Mstep: Class 15 contains 24827 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 52253 members 
Mstep: Class 18 contains 93610 members 
Mstep: Class 20 contains 206204 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135775488.000000 Penalty: 75362.250000
Iteration 81Q: 23 clusters Score -1.357755e+08 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3858 members 
Mstep: Class 3 contains 20927 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 28437 members 
Mstep: Class 6 contains 2898 members 
Mstep: Class 7 contains 301725 members 
Mstep: Class 8 contains 6097 members 
Mstep: Class 9 contains 234 members 
Mstep: Class 10 contains 176753 members 
Mstep: Class 11 contains 40090 members 
Mstep: Class 12 contains 19578 members 
Mstep: Class 13 contains 1053 members 
Mstep: Class 14 contains 11183 members 
Mstep: Class 15 contains 24924 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52293 members 
Mstep: Class 18 contains 94192 members 
Mstep: Class 20 contains 206360 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 526 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135776688.000000 Penalty: 75362.250000
Iteration 82Q: 23 clusters Score -1.357767e+08 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3862 members 
Mstep: Class 3 contains 20949 members 
Mstep: Class 4 contains 3648 members 
Mstep: Class 5 contains 28435 members 
Mstep: Class 6 contains 2880 members 
Mstep: Class 7 contains 301231 members 
Mstep: Class 8 contains 6195 members 
Mstep: Class 9 contains 235 members 
Mstep: Class 10 contains 176224 members 
Mstep: Class 11 contains 40105 members 
Mstep: Class 12 contains 19537 members 
Mstep: Class 13 contains 1066 members 
Mstep: Class 14 contains 11190 members 
Mstep: Class 15 contains 25000 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52346 members 
Mstep: Class 18 contains 94807 members 
Mstep: Class 20 contains 206527 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135777456.000000 Penalty: 75362.250000
Iteration 83Q: 23 clusters Score -1.357775e+08 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3870 members 
Mstep: Class 3 contains 20945 members 
Mstep: Class 4 contains 3654 members 
Mstep: Class 5 contains 28429 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 7 contains 300896 members 
Mstep: Class 8 contains 6287 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 175679 members 
Mstep: Class 11 contains 40103 members 
Mstep: Class 12 contains 19494 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 11183 members 
Mstep: Class 15 contains 25064 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52408 members 
Mstep: Class 18 contains 95394 members 
Mstep: Class 20 contains 206667 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 507 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135777968.000000 Penalty: 75362.250000
Iteration 84Q: 23 clusters Score -1.35778e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3879 members 
Mstep: Class 3 contains 20951 members 
Mstep: Class 4 contains 3657 members 
Mstep: Class 5 contains 28428 members 
Mstep: Class 6 contains 2842 members 
Mstep: Class 7 contains 300579 members 
Mstep: Class 8 contains 6365 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 175044 members 
Mstep: Class 11 contains 40108 members 
Mstep: Class 12 contains 19462 members 
Mstep: Class 13 contains 1080 members 
Mstep: Class 14 contains 11175 members 
Mstep: Class 15 contains 25110 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52460 members 
Mstep: Class 18 contains 96067 members 
Mstep: Class 20 contains 206803 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 504 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135778416.000000 Penalty: 75362.250000
Iteration 85Q: 23 clusters Score -1.357784e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3886 members 
Mstep: Class 3 contains 20961 members 
Mstep: Class 4 contains 3660 members 
Mstep: Class 5 contains 28408 members 
Mstep: Class 6 contains 2828 members 
Mstep: Class 7 contains 300298 members 
Mstep: Class 8 contains 6440 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 174386 members 
Mstep: Class 11 contains 40106 members 
Mstep: Class 12 contains 19429 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 11172 members 
Mstep: Class 15 contains 25132 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52481 members 
Mstep: Class 18 contains 96794 members 
Mstep: Class 20 contains 206948 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135779072.000000 Penalty: 75362.250000
Iteration 86Q: 23 clusters Score -1.357791e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3892 members 
Mstep: Class 3 contains 20968 members 
Mstep: Class 4 contains 3662 members 
Mstep: Class 5 contains 28396 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 300077 members 
Mstep: Class 8 contains 6502 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 173693 members 
Mstep: Class 11 contains 40114 members 
Mstep: Class 12 contains 19407 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 11176 members 
Mstep: Class 15 contains 25135 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52506 members 
Mstep: Class 18 contains 97524 members 
Mstep: Class 20 contains 207066 members 
Mstep: Class 21 contains 566 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135779008.000000 Penalty: 75362.250000
Iteration 87Q: 23 clusters Score -1.35779e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3895 members 
Mstep: Class 3 contains 20977 members 
Mstep: Class 4 contains 3664 members 
Mstep: Class 5 contains 28388 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 299923 members 
Mstep: Class 8 contains 6562 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 172906 members 
Mstep: Class 11 contains 40112 members 
Mstep: Class 12 contains 19386 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 11179 members 
Mstep: Class 15 contains 25138 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52529 members 
Mstep: Class 18 contains 98313 members 
Mstep: Class 20 contains 207155 members 
Mstep: Class 21 contains 566 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135779040.000000 Penalty: 75362.250000
Iteration 88Q: 23 clusters Score -1.35779e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3900 members 
Mstep: Class 3 contains 20981 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 28379 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 299750 members 
Mstep: Class 8 contains 6622 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 172178 members 
Mstep: Class 11 contains 40113 members 
Mstep: Class 12 contains 19370 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 11176 members 
Mstep: Class 15 contains 25149 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52546 members 
Mstep: Class 18 contains 99124 members 
Mstep: Class 20 contains 207183 members 
Mstep: Class 21 contains 566 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135779200.000000 Penalty: 75362.250000
Iteration 89Q: 23 clusters Score -1.357792e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3902 members 
Mstep: Class 3 contains 20985 members 
Mstep: Class 4 contains 3671 members 
Mstep: Class 5 contains 28376 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 299638 members 
Mstep: Class 8 contains 6676 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 171432 members 
Mstep: Class 11 contains 40116 members 
Mstep: Class 12 contains 19354 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 11166 members 
Mstep: Class 15 contains 25176 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52552 members 
Mstep: Class 18 contains 99925 members 
Mstep: Class 20 contains 207189 members 
Mstep: Class 21 contains 566 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135779040.000000 Penalty: 75362.250000
Iteration 90Q: 23 clusters Score -1.35779e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3903 members 
Mstep: Class 3 contains 20988 members 
Mstep: Class 4 contains 3673 members 
Mstep: Class 5 contains 28363 members 
Mstep: Class 6 contains 2753 members 
Mstep: Class 7 contains 299535 members 
Mstep: Class 8 contains 6721 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 170694 members 
Mstep: Class 11 contains 40112 members 
Mstep: Class 12 contains 19335 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 11161 members 
Mstep: Class 15 contains 25208 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52560 members 
Mstep: Class 18 contains 100719 members 
Mstep: Class 20 contains 207202 members 
Mstep: Class 21 contains 566 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135779136.000000 Penalty: 75362.250000
Iteration 91Q: 23 clusters Score -1.357791e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3902 members 
Mstep: Class 3 contains 20990 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 28365 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 299409 members 
Mstep: Class 8 contains 6760 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 169972 members 
Mstep: Class 11 contains 40104 members 
Mstep: Class 12 contains 19321 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 11155 members 
Mstep: Class 15 contains 25219 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52567 members 
Mstep: Class 18 contains 101541 members 
Mstep: Class 20 contains 207199 members 
Mstep: Class 21 contains 566 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135779376.000000 Penalty: 75362.250000
Iteration 92Q: 23 clusters Score -1.357794e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3904 members 
Mstep: Class 3 contains 20993 members 
Mstep: Class 4 contains 3677 members 
Mstep: Class 5 contains 28354 members 
Mstep: Class 6 contains 2742 members 
Mstep: Class 7 contains 299315 members 
Mstep: Class 8 contains 6791 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 169256 members 
Mstep: Class 11 contains 40102 members 
Mstep: Class 12 contains 19314 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 11149 members 
Mstep: Class 15 contains 25209 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52568 members 
Mstep: Class 18 contains 102370 members 
Mstep: Class 20 contains 207183 members 
Mstep: Class 21 contains 566 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135779648.000000 Penalty: 75362.250000
Iteration 93Q: 23 clusters Score -1.357796e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3907 members 
Mstep: Class 3 contains 20983 members 
Mstep: Class 4 contains 3677 members 
Mstep: Class 5 contains 28346 members 
Mstep: Class 6 contains 2731 members 
Mstep: Class 7 contains 299224 members 
Mstep: Class 8 contains 6821 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 168501 members 
Mstep: Class 11 contains 40093 members 
Mstep: Class 12 contains 19315 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 11140 members 
Mstep: Class 15 contains 25199 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52564 members 
Mstep: Class 18 contains 103250 members 
Mstep: Class 20 contains 207176 members 
Mstep: Class 21 contains 566 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135779664.000000 Penalty: 75362.250000
Iteration 94Q: 23 clusters Score -1.357797e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3908 members 
Mstep: Class 3 contains 20976 members 
Mstep: Class 4 contains 3677 members 
Mstep: Class 5 contains 28335 members 
Mstep: Class 6 contains 2730 members 
Mstep: Class 7 contains 299090 members 
Mstep: Class 8 contains 6850 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 167708 members 
Mstep: Class 11 contains 40085 members 
Mstep: Class 12 contains 19331 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 11136 members 
Mstep: Class 15 contains 25185 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52576 members 
Mstep: Class 18 contains 104216 members 
Mstep: Class 20 contains 207124 members 
Mstep: Class 21 contains 566 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135779840.000000 Penalty: 75362.250000
Iteration 95Q: 23 clusters Score -1.357798e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3910 members 
Mstep: Class 3 contains 20972 members 
Mstep: Class 4 contains 3677 members 
Mstep: Class 5 contains 28316 members 
Mstep: Class 6 contains 2728 members 
Mstep: Class 7 contains 298998 members 
Mstep: Class 8 contains 6876 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 166929 members 
Mstep: Class 11 contains 40079 members 
Mstep: Class 12 contains 19333 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 11128 members 
Mstep: Class 15 contains 25164 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52575 members 
Mstep: Class 18 contains 105165 members 
Mstep: Class 20 contains 207077 members 
Mstep: Class 21 contains 566 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135779792.000000 Penalty: 75362.250000
Iteration 96Q: 23 clusters Score -1.357798e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3911 members 
Mstep: Class 3 contains 20965 members 
Mstep: Class 4 contains 3678 members 
Mstep: Class 5 contains 28295 members 
Mstep: Class 6 contains 2719 members 
Mstep: Class 7 contains 298916 members 
Mstep: Class 8 contains 6911 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 166174 members 
Mstep: Class 11 contains 40078 members 
Mstep: Class 12 contains 19334 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 11127 members 
Mstep: Class 15 contains 25134 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52583 members 
Mstep: Class 18 contains 106081 members 
Mstep: Class 20 contains 207020 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135780320.000000 Penalty: 75362.250000
Iteration 97Q: 23 clusters Score -1.357803e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3911 members 
Mstep: Class 3 contains 20952 members 
Mstep: Class 4 contains 3678 members 
Mstep: Class 5 contains 28275 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 298830 members 
Mstep: Class 8 contains 6940 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165460 members 
Mstep: Class 11 contains 40076 members 
Mstep: Class 12 contains 19340 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 11128 members 
Mstep: Class 15 contains 25112 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52597 members 
Mstep: Class 18 contains 106960 members 
Mstep: Class 20 contains 206958 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135780352.000000 Penalty: 75362.250000
Iteration 98Q: 23 clusters Score -1.357804e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3915 members 
Mstep: Class 3 contains 20949 members 
Mstep: Class 4 contains 3678 members 
Mstep: Class 5 contains 28243 members 
Mstep: Class 6 contains 2702 members 
Mstep: Class 7 contains 298734 members 
Mstep: Class 8 contains 6961 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 164772 members 
Mstep: Class 11 contains 40067 members 
Mstep: Class 12 contains 19334 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 11125 members 
Mstep: Class 15 contains 25078 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52606 members 
Mstep: Class 18 contains 107837 members 
Mstep: Class 20 contains 206925 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135780768.000000 Penalty: 75362.250000
Iteration 99Q: 23 clusters Score -1.357808e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3915 members 
Mstep: Class 3 contains 20942 members 
Mstep: Class 4 contains 3678 members 
Mstep: Class 5 contains 28218 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 298602 members 
Mstep: Class 8 contains 6998 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 164029 members 
Mstep: Class 11 contains 40063 members 
Mstep: Class 12 contains 19351 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 11118 members 
Mstep: Class 15 contains 25044 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52599 members 
Mstep: Class 18 contains 108764 members 
Mstep: Class 20 contains 206906 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135781152.000000 Penalty: 75362.250000
Iteration 100F: 23 clusters Score -1.357812e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3915 members 
Mstep: Class 3 contains 20940 members 
Mstep: Class 4 contains 3679 members 
Mstep: Class 5 contains 28198 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 298482 members 
Mstep: Class 8 contains 7025 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 163308 members 
Mstep: Class 11 contains 40053 members 
Mstep: Class 12 contains 19348 members 
Mstep: Class 13 contains 1086 members 
Mstep: Class 14 contains 11107 members 
Mstep: Class 15 contains 24994 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52608 members 
Mstep: Class 18 contains 109713 members 
Mstep: Class 20 contains 206862 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 23 clusters Score -1.357812e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3915 members 
Mstep: Class 3 contains 20934 members 
Mstep: Class 4 contains 3679 members 
Mstep: Class 5 contains 28181 members 
Mstep: Class 6 contains 2689 members 
Mstep: Class 7 contains 298359 members 
Mstep: Class 8 contains 7054 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 162572 members 
Mstep: Class 11 contains 40041 members 
Mstep: Class 12 contains 19341 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 11099 members 
Mstep: Class 15 contains 24936 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52608 members 
Mstep: Class 18 contains 110687 members 
Mstep: Class 20 contains 206829 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 1164 members 
Entering Unmasked Estep 
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Iteration 102Q: 23 clusters Score -1.357811e+08 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3915 members 
Mstep: Class 3 contains 20921 members 
Mstep: Class 4 contains 3679 members 
Mstep: Class 5 contains 28157 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 298235 members 
Mstep: Class 8 contains 7076 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 161829 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 19337 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 24891 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52600 members 
Mstep: Class 18 contains 111653 members 
Mstep: Class 20 contains 206830 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 103Q: 23 clusters Score -1.357813e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3917 members 
Mstep: Class 3 contains 20911 members 
Mstep: Class 4 contains 3679 members 
Mstep: Class 5 contains 28129 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 298140 members 
Mstep: Class 8 contains 7094 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 161036 members 
Mstep: Class 11 contains 40008 members 
Mstep: Class 12 contains 19338 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 11073 members 
Mstep: Class 15 contains 24843 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52600 members 
Mstep: Class 18 contains 112647 members 
Mstep: Class 20 contains 206828 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 104Q: 23 clusters Score -1.357816e+08 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3920 members 
Mstep: Class 3 contains 20904 members 
Mstep: Class 4 contains 3680 members 
Mstep: Class 5 contains 28089 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 298059 members 
Mstep: Class 8 contains 7106 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 160273 members 
Mstep: Class 11 contains 39991 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 11057 members 
Mstep: Class 15 contains 24773 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52592 members 
Mstep: Class 18 contains 113649 members 
Mstep: Class 20 contains 206798 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 105Q: 23 clusters Score -1.357818e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3920 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 3680 members 
Mstep: Class 5 contains 28059 members 
Mstep: Class 6 contains 2670 members 
Mstep: Class 7 contains 297926 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159497 members 
Mstep: Class 11 contains 39984 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 11036 members 
Mstep: Class 15 contains 24694 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52593 members 
Mstep: Class 18 contains 114759 members 
Mstep: Class 20 contains 206735 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 106Q: 23 clusters Score -1.35782e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3921 members 
Mstep: Class 3 contains 20887 members 
Mstep: Class 4 contains 3680 members 
Mstep: Class 5 contains 28022 members 
Mstep: Class 6 contains 2663 members 
Mstep: Class 7 contains 297790 members 
Mstep: Class 8 contains 7133 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 158645 members 
Mstep: Class 11 contains 39972 members 
Mstep: Class 12 contains 19350 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 11019 members 
Mstep: Class 15 contains 24602 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52594 members 
Mstep: Class 18 contains 115971 members 
Mstep: Class 20 contains 206674 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135781792.000000 Penalty: 75362.250000
Iteration 107Q: 23 clusters Score -1.357818e+08 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3924 members 
Mstep: Class 3 contains 20880 members 
Mstep: Class 4 contains 3680 members 
Mstep: Class 5 contains 27984 members 
Mstep: Class 6 contains 2653 members 
Mstep: Class 7 contains 297625 members 
Mstep: Class 8 contains 7146 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 157760 members 
Mstep: Class 11 contains 39969 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10999 members 
Mstep: Class 15 contains 24511 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52596 members 
Mstep: Class 18 contains 117216 members 
Mstep: Class 20 contains 206621 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135781824.000000 Penalty: 75362.250000
Iteration 108Q: 23 clusters Score -1.357818e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3926 members 
Mstep: Class 3 contains 20867 members 
Mstep: Class 4 contains 3680 members 
Mstep: Class 5 contains 27939 members 
Mstep: Class 6 contains 2645 members 
Mstep: Class 7 contains 297475 members 
Mstep: Class 8 contains 7153 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 156814 members 
Mstep: Class 11 contains 39960 members 
Mstep: Class 12 contains 19374 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10979 members 
Mstep: Class 15 contains 24382 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52599 members 
Mstep: Class 18 contains 118532 members 
Mstep: Class 20 contains 206598 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135782144.000000 Penalty: 75362.250000
Iteration 109Q: 23 clusters Score -1.357821e+08 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3928 members 
Mstep: Class 3 contains 20852 members 
Mstep: Class 4 contains 3680 members 
Mstep: Class 5 contains 27907 members 
Mstep: Class 6 contains 2637 members 
Mstep: Class 7 contains 297353 members 
Mstep: Class 8 contains 7167 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 155825 members 
Mstep: Class 11 contains 39946 members 
Mstep: Class 12 contains 19397 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 24255 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52592 members 
Mstep: Class 18 contains 119885 members 
Mstep: Class 20 contains 206542 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135782208.000000 Penalty: 75362.250000
Iteration 110Q: 23 clusters Score -1.357822e+08 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3930 members 
Mstep: Class 3 contains 20845 members 
Mstep: Class 4 contains 3680 members 
Mstep: Class 5 contains 27869 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 297243 members 
Mstep: Class 8 contains 7184 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 154771 members 
Mstep: Class 11 contains 39935 members 
Mstep: Class 12 contains 19428 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10938 members 
Mstep: Class 15 contains 24136 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52571 members 
Mstep: Class 18 contains 121277 members 
Mstep: Class 20 contains 206484 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135782608.000000 Penalty: 75362.250000
Iteration 111Q: 23 clusters Score -1.357826e+08 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 20824 members 
Mstep: Class 4 contains 3680 members 
Mstep: Class 5 contains 27834 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 297176 members 
Mstep: Class 8 contains 7200 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 153648 members 
Mstep: Class 11 contains 39927 members 
Mstep: Class 12 contains 19461 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10910 members 
Mstep: Class 15 contains 24043 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52565 members 
Mstep: Class 18 contains 122675 members 
Mstep: Class 20 contains 206420 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135782944.000000 Penalty: 75362.250000
Iteration 112Q: 23 clusters Score -1.357829e+08 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 20802 members 
Mstep: Class 4 contains 3680 members 
Mstep: Class 5 contains 27798 members 
Mstep: Class 6 contains 2623 members 
Mstep: Class 7 contains 297113 members 
Mstep: Class 8 contains 7218 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 152458 members 
Mstep: Class 11 contains 39912 members 
Mstep: Class 12 contains 19514 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10890 members 
Mstep: Class 15 contains 23920 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52559 members 
Mstep: Class 18 contains 124182 members 
Mstep: Class 20 contains 206316 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135783088.000000 Penalty: 75362.250000
Iteration 113Q: 23 clusters Score -1.357831e+08 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3940 members 
Mstep: Class 3 contains 20765 members 
Mstep: Class 4 contains 3680 members 
Mstep: Class 5 contains 27759 members 
Mstep: Class 6 contains 2619 members 
Mstep: Class 7 contains 296999 members 
Mstep: Class 8 contains 7237 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 151217 members 
Mstep: Class 11 contains 39900 members 
Mstep: Class 12 contains 19572 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 23785 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52562 members 
Mstep: Class 18 contains 125814 members 
Mstep: Class 20 contains 206204 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135782704.000000 Penalty: 75362.250000
Iteration 114Q: 23 clusters Score -1.357827e+08 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3943 members 
Mstep: Class 3 contains 20722 members 
Mstep: Class 4 contains 3680 members 
Mstep: Class 5 contains 27717 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 296960 members 
Mstep: Class 8 contains 7259 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 149916 members 
Mstep: Class 11 contains 39884 members 
Mstep: Class 12 contains 19611 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 23648 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 127490 members 
Mstep: Class 20 contains 206083 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135783312.000000 Penalty: 75362.250000
Iteration 115Q: 23 clusters Score -1.357833e+08 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3943 members 
Mstep: Class 3 contains 20686 members 
Mstep: Class 4 contains 3681 members 
Mstep: Class 5 contains 27693 members 
Mstep: Class 6 contains 2615 members 
Mstep: Class 7 contains 296799 members 
Mstep: Class 8 contains 7284 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 148652 members 
Mstep: Class 11 contains 39878 members 
Mstep: Class 12 contains 19650 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 23539 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52557 members 
Mstep: Class 18 contains 129137 members 
Mstep: Class 20 contains 205999 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135783344.000000 Penalty: 75362.250000
Iteration 116Q: 23 clusters Score -1.357833e+08 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3943 members 
Mstep: Class 3 contains 20645 members 
Mstep: Class 4 contains 3681 members 
Mstep: Class 5 contains 27655 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 296648 members 
Mstep: Class 8 contains 7301 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 147455 members 
Mstep: Class 11 contains 39872 members 
Mstep: Class 12 contains 19691 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10788 members 
Mstep: Class 15 contains 23410 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52576 members 
Mstep: Class 18 contains 130730 members 
Mstep: Class 20 contains 205914 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135783760.000000 Penalty: 75362.250000
Iteration 117Q: 23 clusters Score -1.357838e+08 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3944 members 
Mstep: Class 3 contains 20598 members 
Mstep: Class 4 contains 3681 members 
Mstep: Class 5 contains 27614 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 296475 members 
Mstep: Class 8 contains 7321 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 146338 members 
Mstep: Class 11 contains 39856 members 
Mstep: Class 12 contains 19747 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10752 members 
Mstep: Class 15 contains 23293 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52592 members 
Mstep: Class 18 contains 132259 members 
Mstep: Class 20 contains 205839 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135783984.000000 Penalty: 75362.250000
Iteration 118Q: 23 clusters Score -1.35784e+08 nChanged 3486
Entering ConstructFrom: 
Score: -135783984.000000 Penalty: 75362.250000
Entering ConstructFrom: 
Trying to split cluster 1 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -55534.109375 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -55534.11 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 218 members 
Entering Unmasked Estep 
Score: -54007.410156 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -54007.41 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54213.425781 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -54213.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54308.019531 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -54308.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54377.226562 Penalty: 3050.698975
	Iteration 3F: 3 clusters Score -54377.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54389.777344 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -54389.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54398.464844 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -54398.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54407.261719 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -54407.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54411.726562 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -54411.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54437.656250 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -54437.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54459.734375 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -54459.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54484.179688 Penalty: 3050.698975
	Iteration 10Q: 3 clusters Score -54484.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54519.246094 Penalty: 3050.698975
	Iteration 11Q: 3 clusters Score -54519.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54626.234375 Penalty: 3050.698975
	Iteration 12Q: 3 clusters Score -54626.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54823.601562 Penalty: 3050.698975
	Iteration 13Q: 3 clusters Score -54823.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54950.679688 Penalty: 3050.698975
	Iteration 14Q: 3 clusters Score -54950.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55011.445312 Penalty: 3050.698975
	Iteration 15Q: 3 clusters Score -55011.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55071.390625 Penalty: 3050.698975
	Iteration 16Q: 3 clusters Score -55071.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55100.492188 Penalty: 3050.698975
	Iteration 17Q: 3 clusters Score -55100.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -55140.566406 Penalty: 3050.698975
	Iteration 18Q: 3 clusters Score -55140.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55184.464844 Penalty: 3050.698975
	Iteration 19Q: 3 clusters Score -55184.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -55240.105469 Penalty: 3050.698975
	Iteration 20F: 3 clusters Score -55240.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55394.609375 Penalty: 3050.698975
	Iteration 21Q: 3 clusters Score -55394.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -55531.757812 Penalty: 3050.698975
	Iteration 22Q: 3 clusters Score -55531.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -55629.671875 Penalty: 3050.698975
	Iteration 23Q: 3 clusters Score -55629.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -55696.476562 Penalty: 3050.698975
	Iteration 24Q: 3 clusters Score -55696.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -55771.906250 Penalty: 3050.698975
	Iteration 25Q: 3 clusters Score -55771.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -55798.554688 Penalty: 3050.698975
	Iteration 26Q: 3 clusters Score -55798.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -55798.554688 Penalty: 3050.698975
	Iteration 27F: 3 clusters Score -55798.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3947 members 
Mstep: Class 3 contains 20568 members 
Mstep: Class 4 contains 3681 members 
Mstep: Class 5 contains 27591 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 296320 members 
Mstep: Class 8 contains 7339 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 145297 members 
Mstep: Class 11 contains 39840 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10720 members 
Mstep: Class 15 contains 23154 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52605 members 
Mstep: Class 18 contains 133682 members 
Mstep: Class 19 contains 149 members 
Mstep: Class 20 contains 205764 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
Score: -135782480.000000 Penalty: 78787.804688
Splitting cluster 1 changes total score from -135783984.000000 to -135782480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Entering Unmasked Estep 
Score: -507677.437500 Penalty: 2053.616455
	Iteration 0F: 2 clusters Score -507677.4 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 2008 members 
Entering Unmasked Estep 
Score: -503837.750000 Penalty: 4107.232910
	Iteration 0F: 3 clusters Score -503837.8 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -504923.562500 Penalty: 4107.232910
	Iteration 1F: 3 clusters Score -504923.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -505189.718750 Penalty: 4107.232910
	Iteration 2F: 3 clusters Score -505189.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -505455.312500 Penalty: 4107.232910
	Iteration 3F: 3 clusters Score -505455.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -505761.125000 Penalty: 4107.232910
	Iteration 4F: 3 clusters Score -505761.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -506097.562500 Penalty: 4107.232910
	Iteration 5F: 3 clusters Score -506097.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -506401.406250 Penalty: 4107.232910
	Iteration 6F: 3 clusters Score -506401.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -506667.781250 Penalty: 4107.232910
	Iteration 7F: 3 clusters Score -506667.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -506911.875000 Penalty: 4107.232910
	Iteration 8Q: 3 clusters Score -506911.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -507231.593750 Penalty: 4107.232910
	Iteration 9Q: 3 clusters Score -507231.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -507553.187500 Penalty: 4107.232910
	Iteration 10F: 3 clusters Score -507553.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -507715.906250 Penalty: 4107.232910
	Iteration 11Q: 3 clusters Score -507715.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -507793.906250 Penalty: 4107.232910
	Iteration 12Q: 3 clusters Score -507793.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -507855.718750 Penalty: 4107.232910
	Iteration 13Q: 3 clusters Score -507855.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -507884.343750 Penalty: 4107.232910
	Iteration 14Q: 3 clusters Score -507884.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -507907.718750 Penalty: 4107.232910
	Iteration 15Q: 3 clusters Score -507907.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -507918.750000 Penalty: 4107.232910
	Iteration 16Q: 3 clusters Score -507918.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -507926.093750 Penalty: 4107.232910
	Iteration 17Q: 3 clusters Score -507926.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -507929.718750 Penalty: 4107.232910
	Iteration 18Q: 3 clusters Score -507929.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -507933.125000 Penalty: 4107.232910
	Iteration 19Q: 3 clusters Score -507933.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -507935.375000 Penalty: 4107.232910
	Iteration 20F: 3 clusters Score -507935.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -507936.406250 Penalty: 4107.232910
	Iteration 21Q: 3 clusters Score -507936.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -507936.406250 Penalty: 4107.232910
	Iteration 22F: 3 clusters Score -507936.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2613 members 
Mstep: Class 3 contains 20568 members 
Mstep: Class 4 contains 3681 members 
Mstep: Class 5 contains 27591 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 296320 members 
Mstep: Class 8 contains 7339 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 145297 members 
Mstep: Class 11 contains 39840 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10720 members 
Mstep: Class 15 contains 23154 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52605 members 
Mstep: Class 18 contains 133682 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 205764 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
Score: -135782848.000000 Penalty: 78787.804688
Splitting cluster 2 changes total score from -135783984.000000 to -135782848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (20568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Entering Unmasked Estep 
Score: -2881115.250000 Penalty: 2463.010010
	Iteration 0F: 2 clusters Score -2881115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2866646.500000 Penalty: 4926.020020
	Iteration 0F: 3 clusters Score -2866646 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2871448.250000 Penalty: 4926.020020
	Iteration 1F: 3 clusters Score -2871448 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2871853.250000 Penalty: 4926.020020
	Iteration 2F: 3 clusters Score -2871853 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2872297.250000 Penalty: 4926.020020
	Iteration 3Q: 3 clusters Score -2872297 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2872860.500000 Penalty: 4926.020020
	Iteration 4F: 3 clusters Score -2872860 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2873638.500000 Penalty: 4926.020020
	Iteration 5F: 3 clusters Score -2873638 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2874718.250000 Penalty: 4926.020020
	Iteration 6F: 3 clusters Score -2874718 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2875957.000000 Penalty: 4926.020020
	Iteration 7F: 3 clusters Score -2875957 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2877139.750000 Penalty: 4926.020020
	Iteration 8F: 3 clusters Score -2877140 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2878126.500000 Penalty: 4926.020020
	Iteration 9Q: 3 clusters Score -2878126 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2878698.750000 Penalty: 4926.020020
	Iteration 10Q: 3 clusters Score -2878699 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2878955.000000 Penalty: 4926.020020
	Iteration 11Q: 3 clusters Score -2878955 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2879073.250000 Penalty: 4926.020020
	Iteration 12Q: 3 clusters Score -2879073 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2879140.000000 Penalty: 4926.020020
	Iteration 13Q: 3 clusters Score -2879140 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2879173.750000 Penalty: 4926.020020
	Iteration 14Q: 3 clusters Score -2879174 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2879211.000000 Penalty: 4926.020020
	Iteration 15Q: 3 clusters Score -2879211 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2879232.000000 Penalty: 4926.020020
	Iteration 16Q: 3 clusters Score -2879232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2879250.500000 Penalty: 4926.020020
	Iteration 17Q: 3 clusters Score -2879250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2879261.250000 Penalty: 4926.020020
	Iteration 18Q: 3 clusters Score -2879261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2879263.750000 Penalty: 4926.020020
	Iteration 19Q: 3 clusters Score -2879264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2879265.750000 Penalty: 4926.020020
	Iteration 20F: 3 clusters Score -2879266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2879280.500000 Penalty: 4926.020020
	Iteration 21Q: 3 clusters Score -2879280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2879276.750000 Penalty: 4926.020020
	Iteration 22Q: 3 clusters Score -2879277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2879278.250000 Penalty: 4926.020020
	Iteration 23Q: 3 clusters Score -2879278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2879290.000000 Penalty: 4926.020020
	Iteration 24Q: 3 clusters Score -2879290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2879292.000000 Penalty: 4926.020020
	Iteration 25Q: 3 clusters Score -2879292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2879297.500000 Penalty: 4926.020020
	Iteration 26Q: 3 clusters Score -2879298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2879299.000000 Penalty: 4926.020020
	Iteration 27Q: 3 clusters Score -2879299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2879298.250000 Penalty: 4926.020020
	Iteration 28Q: 3 clusters Score -2879298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2879300.000000 Penalty: 4926.020020
	Iteration 29Q: 3 clusters Score -2879300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2879299.250000 Penalty: 4926.020020
	Iteration 30Q: 3 clusters Score -2879299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2879298.250000 Penalty: 4926.020020
	Iteration 31Q: 3 clusters Score -2879298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2879297.750000 Penalty: 4926.020020
	Iteration 32Q: 3 clusters Score -2879298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2879301.000000 Penalty: 4926.020020
	Iteration 33Q: 3 clusters Score -2879301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2879300.250000 Penalty: 4926.020020
	Iteration 34Q: 3 clusters Score -2879300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2879299.750000 Penalty: 4926.020020
	Iteration 35Q: 3 clusters Score -2879300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2879305.750000 Penalty: 4926.020020
	Iteration 36Q: 3 clusters Score -2879306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2879311.000000 Penalty: 4926.020020
	Iteration 37Q: 3 clusters Score -2879311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2879312.250000 Penalty: 4926.020020
	Iteration 38Q: 3 clusters Score -2879312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2879310.000000 Penalty: 4926.020020
	Iteration 39Q: 3 clusters Score -2879310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2879313.250000 Penalty: 4926.020020
	Iteration 40F: 3 clusters Score -2879313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2879316.750000 Penalty: 4926.020020
	Iteration 41Q: 3 clusters Score -2879317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2879322.750000 Penalty: 4926.020020
	Iteration 42Q: 3 clusters Score -2879323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2879315.500000 Penalty: 4926.020020
	Iteration 43Q: 3 clusters Score -2879316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2879318.500000 Penalty: 4926.020020
	Iteration 44Q: 3 clusters Score -2879318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2879325.000000 Penalty: 4926.020020
	Iteration 45Q: 3 clusters Score -2879325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2879325.500000 Penalty: 4926.020020
	Iteration 46Q: 3 clusters Score -2879326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2879325.500000 Penalty: 4926.020020
	Iteration 47Q: 3 clusters Score -2879326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2879325.500000 Penalty: 4926.020020
	Iteration 48Q: 3 clusters Score -2879326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2879330.750000 Penalty: 4926.020020
	Iteration 49Q: 3 clusters Score -2879331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2879326.000000 Penalty: 4926.020020
	Iteration 50Q: 3 clusters Score -2879326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2879330.250000 Penalty: 4926.020020
	Iteration 51Q: 3 clusters Score -2879330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2879335.000000 Penalty: 4926.020020
	Iteration 52Q: 3 clusters Score -2879335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2879333.750000 Penalty: 4926.020020
	Iteration 53Q: 3 clusters Score -2879334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2879331.500000 Penalty: 4926.020020
	Iteration 54Q: 3 clusters Score -2879332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2879333.500000 Penalty: 4926.020020
	Iteration 55Q: 3 clusters Score -2879334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2879331.000000 Penalty: 4926.020020
	Iteration 56Q: 3 clusters Score -2879331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2879332.500000 Penalty: 4926.020020
	Iteration 57Q: 3 clusters Score -2879332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2879332.500000 Penalty: 4926.020020
	Iteration 58Q: 3 clusters Score -2879332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2879335.500000 Penalty: 4926.020020
	Iteration 59Q: 3 clusters Score -2879336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2879334.500000 Penalty: 4926.020020
	Iteration 60F: 3 clusters Score -2879334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2879334.500000 Penalty: 4926.020020
	Iteration 61Q: 3 clusters Score -2879334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2879332.500000 Penalty: 4926.020020
	Iteration 62Q: 3 clusters Score -2879332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2879333.000000 Penalty: 4926.020020
	Iteration 63Q: 3 clusters Score -2879333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2879337.250000 Penalty: 4926.020020
	Iteration 64Q: 3 clusters Score -2879337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2879343.750000 Penalty: 4926.020020
	Iteration 65Q: 3 clusters Score -2879344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2879340.500000 Penalty: 4926.020020
	Iteration 66Q: 3 clusters Score -2879340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2879342.250000 Penalty: 4926.020020
	Iteration 67Q: 3 clusters Score -2879342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2879341.500000 Penalty: 4926.020020
	Iteration 68Q: 3 clusters Score -2879342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2879341.500000 Penalty: 4926.020020
	Iteration 69F: 3 clusters Score -2879342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Entering Unmasked Estep 
Score: -481989.656250 Penalty: 2036.312988
	Iteration 0F: 2 clusters Score -481989.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -478282.906250 Penalty: 4072.625977
	Iteration 0F: 3 clusters Score -478282.9 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -479070.406250 Penalty: 4072.625977
	Iteration 1F: 3 clusters Score -479070.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -479242.437500 Penalty: 4072.625977
	Iteration 2F: 3 clusters Score -479242.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -479378.843750 Penalty: 4072.625977
	Iteration 3F: 3 clusters Score -479378.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -479499.687500 Penalty: 4072.625977
	Iteration 4Q: 3 clusters Score -479499.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -479606.093750 Penalty: 4072.625977
	Iteration 5Q: 3 clusters Score -479606.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -479705.437500 Penalty: 4072.625977
	Iteration 6Q: 3 clusters Score -479705.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -479794.156250 Penalty: 4072.625977
	Iteration 7Q: 3 clusters Score -479794.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -479872.375000 Penalty: 4072.625977
	Iteration 8Q: 3 clusters Score -479872.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -479957.843750 Penalty: 4072.625977
	Iteration 9Q: 3 clusters Score -479957.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -480045.781250 Penalty: 4072.625977
	Iteration 10Q: 3 clusters Score -480045.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -480121.375000 Penalty: 4072.625977
	Iteration 11Q: 3 clusters Score -480121.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -480185.718750 Penalty: 4072.625977
	Iteration 12Q: 3 clusters Score -480185.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -480232.718750 Penalty: 4072.625977
	Iteration 13Q: 3 clusters Score -480232.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -480272.093750 Penalty: 4072.625977
	Iteration 14Q: 3 clusters Score -480272.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -480306.187500 Penalty: 4072.625977
	Iteration 15Q: 3 clusters Score -480306.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -480343.437500 Penalty: 4072.625977
	Iteration 16Q: 3 clusters Score -480343.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -480369.781250 Penalty: 4072.625977
	Iteration 17Q: 3 clusters Score -480369.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -480392.125000 Penalty: 4072.625977
	Iteration 18Q: 3 clusters Score -480392.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -480407.656250 Penalty: 4072.625977
	Iteration 19Q: 3 clusters Score -480407.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -480426.718750 Penalty: 4072.625977
	Iteration 20F: 3 clusters Score -480426.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -480443.062500 Penalty: 4072.625977
	Iteration 21Q: 3 clusters Score -480443.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -480457.781250 Penalty: 4072.625977
	Iteration 22Q: 3 clusters Score -480457.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -480470.093750 Penalty: 4072.625977
	Iteration 23Q: 3 clusters Score -480470.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -480478.312500 Penalty: 4072.625977
	Iteration 24Q: 3 clusters Score -480478.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -480486.656250 Penalty: 4072.625977
	Iteration 25Q: 3 clusters Score -480486.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -480496.843750 Penalty: 4072.625977
	Iteration 26Q: 3 clusters Score -480496.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -480502.093750 Penalty: 4072.625977
	Iteration 27Q: 3 clusters Score -480502.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -480510.500000 Penalty: 4072.625977
	Iteration 28Q: 3 clusters Score -480510.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -480515.500000 Penalty: 4072.625977
	Iteration 29Q: 3 clusters Score -480515.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -480522.687500 Penalty: 4072.625977
	Iteration 30Q: 3 clusters Score -480522.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -480526.687500 Penalty: 4072.625977
	Iteration 31Q: 3 clusters Score -480526.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -480530.687500 Penalty: 4072.625977
	Iteration 32Q: 3 clusters Score -480530.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -480531.937500 Penalty: 4072.625977
	Iteration 33Q: 3 clusters Score -480531.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -480534.531250 Penalty: 4072.625977
	Iteration 34Q: 3 clusters Score -480534.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -480537.937500 Penalty: 4072.625977
	Iteration 35Q: 3 clusters Score -480537.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -480537.937500 Penalty: 4072.625977
	Iteration 36F: 3 clusters Score -480537.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Entering Unmasked Estep 
Score: -3860608.250000 Penalty: 2535.860596
	Iteration 0F: 2 clusters Score -3860608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3841666.000000 Penalty: 5071.721191
	Iteration 0F: 3 clusters Score -3841666 nChanged 12320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -3848089.750000 Penalty: 5071.721191
	Iteration 1F: 3 clusters Score -3848090 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -3848646.250000 Penalty: 5071.721191
	Iteration 2F: 3 clusters Score -3848646 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -3849328.000000 Penalty: 5071.721191
	Iteration 3F: 3 clusters Score -3849328 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -3850230.750000 Penalty: 5071.721191
	Iteration 4F: 3 clusters Score -3850231 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -3851549.750000 Penalty: 5071.721191
	Iteration 5F: 3 clusters Score -3851550 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -3853295.500000 Penalty: 5071.721191
	Iteration 6F: 3 clusters Score -3853296 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -3855139.250000 Penalty: 5071.721191
	Iteration 7F: 3 clusters Score -3855139 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -3856596.500000 Penalty: 5071.721191
	Iteration 8F: 3 clusters Score -3856596 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3857577.000000 Penalty: 5071.721191
	Iteration 9Q: 3 clusters Score -3857577 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -3858128.250000 Penalty: 5071.721191
	Iteration 10Q: 3 clusters Score -3858128 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -3858410.500000 Penalty: 5071.721191
	Iteration 11Q: 3 clusters Score -3858410 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -3858575.000000 Penalty: 5071.721191
	Iteration 12Q: 3 clusters Score -3858575 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -3858656.500000 Penalty: 5071.721191
	Iteration 13Q: 3 clusters Score -3858656 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -3858719.500000 Penalty: 5071.721191
	Iteration 14Q: 3 clusters Score -3858720 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -3858750.750000 Penalty: 5071.721191
	Iteration 15Q: 3 clusters Score -3858751 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3858778.250000 Penalty: 5071.721191
	Iteration 16Q: 3 clusters Score -3858778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -3858804.500000 Penalty: 5071.721191
	Iteration 17Q: 3 clusters Score -3858804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -3858807.750000 Penalty: 5071.721191
	Iteration 18Q: 3 clusters Score -3858808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -3858817.250000 Penalty: 5071.721191
	Iteration 19Q: 3 clusters Score -3858817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -3858816.750000 Penalty: 5071.721191
	Iteration 20F: 3 clusters Score -3858817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3858821.000000 Penalty: 5071.721191
	Iteration 21Q: 3 clusters Score -3858821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -3858826.250000 Penalty: 5071.721191
	Iteration 22Q: 3 clusters Score -3858826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -3858832.750000 Penalty: 5071.721191
	Iteration 23Q: 3 clusters Score -3858833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -3858834.750000 Penalty: 5071.721191
	Iteration 24Q: 3 clusters Score -3858835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -3858835.500000 Penalty: 5071.721191
	Iteration 25Q: 3 clusters Score -3858836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -3858832.500000 Penalty: 5071.721191
	Iteration 26Q: 3 clusters Score -3858832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3858831.250000 Penalty: 5071.721191
	Iteration 27Q: 3 clusters Score -3858831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3858831.250000 Penalty: 5071.721191
	Iteration 28F: 3 clusters Score -3858831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Entering Unmasked Estep 
Score: -365903.312500 Penalty: 1951.327026
	Iteration 0F: 2 clusters Score -365903.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -362843.406250 Penalty: 3902.654053
	Iteration 0F: 3 clusters Score -362843.4 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -363446.375000 Penalty: 3902.654053
	Iteration 1F: 3 clusters Score -363446.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -363582.625000 Penalty: 3902.654053
	Iteration 2F: 3 clusters Score -363582.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -363649.375000 Penalty: 3902.654053
	Iteration 3Q: 3 clusters Score -363649.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -363687.843750 Penalty: 3902.654053
	Iteration 4Q: 3 clusters Score -363687.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -363719.312500 Penalty: 3902.654053
	Iteration 5Q: 3 clusters Score -363719.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -363743.375000 Penalty: 3902.654053
	Iteration 6Q: 3 clusters Score -363743.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -363757.468750 Penalty: 3902.654053
	Iteration 7Q: 3 clusters Score -363757.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -363767.875000 Penalty: 3902.654053
	Iteration 8Q: 3 clusters Score -363767.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -363778.312500 Penalty: 3902.654053
	Iteration 9Q: 3 clusters Score -363778.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -363786.750000 Penalty: 3902.654053
	Iteration 10Q: 3 clusters Score -363786.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -363792.250000 Penalty: 3902.654053
	Iteration 11Q: 3 clusters Score -363792.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -363795.750000 Penalty: 3902.654053
	Iteration 12Q: 3 clusters Score -363795.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -363798.000000 Penalty: 3902.654053
	Iteration 13Q: 3 clusters Score -363798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -363800.750000 Penalty: 3902.654053
	Iteration 14Q: 3 clusters Score -363800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -363801.906250 Penalty: 3902.654053
	Iteration 15Q: 3 clusters Score -363801.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -363803.031250 Penalty: 3902.654053
	Iteration 16Q: 3 clusters Score -363803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -363805.312500 Penalty: 3902.654053
	Iteration 17Q: 3 clusters Score -363805.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -363806.906250 Penalty: 3902.654053
	Iteration 18Q: 3 clusters Score -363806.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -363811.406250 Penalty: 3902.654053
	Iteration 19Q: 3 clusters Score -363811.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -363814.343750 Penalty: 3902.654053
	Iteration 20F: 3 clusters Score -363814.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -363818.656250 Penalty: 3902.654053
	Iteration 21Q: 3 clusters Score -363818.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -363824.125000 Penalty: 3902.654053
	Iteration 22Q: 3 clusters Score -363824.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -363825.281250 Penalty: 3902.654053
	Iteration 23Q: 3 clusters Score -363825.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -363826.437500 Penalty: 3902.654053
	Iteration 24Q: 3 clusters Score -363826.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -363828.593750 Penalty: 3902.654053
	Iteration 25Q: 3 clusters Score -363828.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -363831.343750 Penalty: 3902.654053
	Iteration 26Q: 3 clusters Score -363831.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -363835.062500 Penalty: 3902.654053
	Iteration 27Q: 3 clusters Score -363835.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -363837.843750 Penalty: 3902.654053
	Iteration 28Q: 3 clusters Score -363837.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -363840.906250 Penalty: 3902.654053
	Iteration 29Q: 3 clusters Score -363840.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -363843.750000 Penalty: 3902.654053
	Iteration 30Q: 3 clusters Score -363843.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -363846.500000 Penalty: 3902.654053
	Iteration 31Q: 3 clusters Score -363846.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -363849.406250 Penalty: 3902.654053
	Iteration 32Q: 3 clusters Score -363849.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -363850.843750 Penalty: 3902.654053
	Iteration 33Q: 3 clusters Score -363850.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -363850.843750 Penalty: 3902.654053
	Iteration 34F: 3 clusters Score -363850.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (296320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296320 members 
Entering Unmasked Estep 
Score: -40594892.000000 Penalty: 3124.600586
	Iteration 0F: 2 clusters Score -4.059489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148808 members 
Mstep: Class 2 contains 147512 members 
Entering Unmasked Estep 
Score: -40420656.000000 Penalty: 6249.201172
	Iteration 0F: 3 clusters Score -4.042066e+07 nChanged 143660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159658 members 
Mstep: Class 2 contains 136662 members 
Entering Unmasked Estep 
Score: -40505916.000000 Penalty: 6249.201172
	Iteration 1F: 3 clusters Score -4.050592e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166708 members 
Mstep: Class 2 contains 129612 members 
Entering Unmasked Estep 
Score: -40508240.000000 Penalty: 6249.201172
	Iteration 2Q: 3 clusters Score -4.050824e+07 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177936 members 
Mstep: Class 2 contains 118384 members 
Entering Unmasked Estep 
Score: -40513196.000000 Penalty: 6249.201172
	Iteration 3Q: 3 clusters Score -4.05132e+07 nChanged 17459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195215 members 
Mstep: Class 2 contains 101105 members 
Entering Unmasked Estep 
Score: -40523164.000000 Penalty: 6249.201172
	Iteration 4F: 3 clusters Score -4.052316e+07 nChanged 24622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219807 members 
Mstep: Class 2 contains 76513 members 
Entering Unmasked Estep 
Score: -40541148.000000 Penalty: 6249.201172
	Iteration 5F: 3 clusters Score -4.054115e+07 nChanged 30142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249947 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -40564540.000000 Penalty: 6249.201172
	Iteration 6F: 3 clusters Score -4.056454e+07 nChanged 26718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276663 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -40581428.000000 Penalty: 6249.201172
	Iteration 7F: 3 clusters Score -4.058143e+07 nChanged 14024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290687 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -40588884.000000 Penalty: 6249.201172
	Iteration 8Q: 3 clusters Score -4.058888e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294985 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -40591172.000000 Penalty: 6249.201172
	Iteration 9Q: 3 clusters Score -4.059117e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295891 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -40591716.000000 Penalty: 6249.201172
	Iteration 10Q: 3 clusters Score -4.059172e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296055 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40591868.000000 Penalty: 6249.201172
	Iteration 11Q: 3 clusters Score -4.059187e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296099 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40591936.000000 Penalty: 6249.201172
	Iteration 12Q: 3 clusters Score -4.059194e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296112 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40592004.000000 Penalty: 6249.201172
	Iteration 13Q: 3 clusters Score -4.0592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296118 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40592016.000000 Penalty: 6249.201172
	Iteration 14Q: 3 clusters Score -4.059202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296124 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40592048.000000 Penalty: 6249.201172
	Iteration 15Q: 3 clusters Score -4.059205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296128 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40592080.000000 Penalty: 6249.201172
	Iteration 16Q: 3 clusters Score -4.059208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296127 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40592060.000000 Penalty: 6249.201172
	Iteration 17Q: 3 clusters Score -4.059206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296129 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -40592100.000000 Penalty: 6249.201172
	Iteration 18Q: 3 clusters Score -4.05921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296133 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40592104.000000 Penalty: 6249.201172
	Iteration 19Q: 3 clusters Score -4.05921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296134 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40592140.000000 Penalty: 6249.201172
	Iteration 20F: 3 clusters Score -4.059214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296134 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40592124.000000 Penalty: 6249.201172
	Iteration 21Q: 3 clusters Score -4.059212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296134 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40592124.000000 Penalty: 6249.201172
	Iteration 22F: 3 clusters Score -4.059212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Entering Unmasked Estep 
Score: -1052226.125000 Penalty: 2207.437500
	Iteration 0F: 2 clusters Score -1052226 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 3631 members 
Entering Unmasked Estep 
Score: -1046228.250000 Penalty: 4414.875000
	Iteration 0F: 3 clusters Score -1046228 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1047831.125000 Penalty: 4414.875000
	Iteration 1F: 3 clusters Score -1047831 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1048054.937500 Penalty: 4414.875000
	Iteration 2F: 3 clusters Score -1048055 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1048182.187500 Penalty: 4414.875000
	Iteration 3Q: 3 clusters Score -1048182 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1048281.625000 Penalty: 4414.875000
	Iteration 4Q: 3 clusters Score -1048282 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1048350.937500 Penalty: 4414.875000
	Iteration 5Q: 3 clusters Score -1048351 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1048402.812500 Penalty: 4414.875000
	Iteration 6Q: 3 clusters Score -1048403 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1048448.562500 Penalty: 4414.875000
	Iteration 7Q: 3 clusters Score -1048449 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1048486.125000 Penalty: 4414.875000
	Iteration 8Q: 3 clusters Score -1048486 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1048519.750000 Penalty: 4414.875000
	Iteration 9Q: 3 clusters Score -1048520 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1048551.062500 Penalty: 4414.875000
	Iteration 10Q: 3 clusters Score -1048551 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1048573.187500 Penalty: 4414.875000
	Iteration 11Q: 3 clusters Score -1048573 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1048602.500000 Penalty: 4414.875000
	Iteration 12Q: 3 clusters Score -1048602 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1048633.500000 Penalty: 4414.875000
	Iteration 13Q: 3 clusters Score -1048634 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1048669.875000 Penalty: 4414.875000
	Iteration 14Q: 3 clusters Score -1048670 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1048711.250000 Penalty: 4414.875000
	Iteration 15Q: 3 clusters Score -1048711 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1048747.875000 Penalty: 4414.875000
	Iteration 16Q: 3 clusters Score -1048748 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1048786.875000 Penalty: 4414.875000
	Iteration 17Q: 3 clusters Score -1048787 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1048831.000000 Penalty: 4414.875000
	Iteration 18Q: 3 clusters Score -1048831 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1048882.375000 Penalty: 4414.875000
	Iteration 19Q: 3 clusters Score -1048882 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1048927.250000 Penalty: 4414.875000
	Iteration 20F: 3 clusters Score -1048927 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1048982.125000 Penalty: 4414.875000
	Iteration 21Q: 3 clusters Score -1048982 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1049049.125000 Penalty: 4414.875000
	Iteration 22Q: 3 clusters Score -1049049 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1049128.375000 Penalty: 4414.875000
	Iteration 23Q: 3 clusters Score -1049128 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1049237.875000 Penalty: 4414.875000
	Iteration 24Q: 3 clusters Score -1049238 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1049354.625000 Penalty: 4414.875000
	Iteration 25Q: 3 clusters Score -1049355 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1049463.875000 Penalty: 4414.875000
	Iteration 26Q: 3 clusters Score -1049464 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1049564.375000 Penalty: 4414.875000
	Iteration 27Q: 3 clusters Score -1049564 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1049672.125000 Penalty: 4414.875000
	Iteration 28Q: 3 clusters Score -1049672 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1049761.625000 Penalty: 4414.875000
	Iteration 29Q: 3 clusters Score -1049762 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1049848.875000 Penalty: 4414.875000
	Iteration 30Q: 3 clusters Score -1049849 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1049932.000000 Penalty: 4414.875000
	Iteration 31Q: 3 clusters Score -1049932 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1050021.500000 Penalty: 4414.875000
	Iteration 32Q: 3 clusters Score -1050022 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1050095.500000 Penalty: 4414.875000
	Iteration 33Q: 3 clusters Score -1050096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1050147.375000 Penalty: 4414.875000
	Iteration 34Q: 3 clusters Score -1050147 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1050181.500000 Penalty: 4414.875000
	Iteration 35Q: 3 clusters Score -1050182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1050207.750000 Penalty: 4414.875000
	Iteration 36Q: 3 clusters Score -1050208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1050226.250000 Penalty: 4414.875000
	Iteration 37Q: 3 clusters Score -1050226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1050244.375000 Penalty: 4414.875000
	Iteration 38Q: 3 clusters Score -1050244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1050257.625000 Penalty: 4414.875000
	Iteration 39Q: 3 clusters Score -1050258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1050271.375000 Penalty: 4414.875000
	Iteration 40F: 3 clusters Score -1050271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1050280.750000 Penalty: 4414.875000
	Iteration 41Q: 3 clusters Score -1050281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1050288.000000 Penalty: 4414.875000
	Iteration 42Q: 3 clusters Score -1050288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1050293.875000 Penalty: 4414.875000
	Iteration 43Q: 3 clusters Score -1050294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1050298.375000 Penalty: 4414.875000
	Iteration 44Q: 3 clusters Score -1050298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1050299.375000 Penalty: 4414.875000
	Iteration 45Q: 3 clusters Score -1050299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1050302.125000 Penalty: 4414.875000
	Iteration 46Q: 3 clusters Score -1050302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1050306.750000 Penalty: 4414.875000
	Iteration 47Q: 3 clusters Score -1050307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1050311.875000 Penalty: 4414.875000
	Iteration 48Q: 3 clusters Score -1050312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1050312.375000 Penalty: 4414.875000
	Iteration 49Q: 3 clusters Score -1050312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1050313.750000 Penalty: 4414.875000
	Iteration 50Q: 3 clusters Score -1050314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1050319.375000 Penalty: 4414.875000
	Iteration 51Q: 3 clusters Score -1050319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1050325.250000 Penalty: 4414.875000
	Iteration 52Q: 3 clusters Score -1050325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1050327.000000 Penalty: 4414.875000
	Iteration 53Q: 3 clusters Score -1050327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1050333.000000 Penalty: 4414.875000
	Iteration 54Q: 3 clusters Score -1050333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1050336.500000 Penalty: 4414.875000
	Iteration 55Q: 3 clusters Score -1050336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1050337.875000 Penalty: 4414.875000
	Iteration 56Q: 3 clusters Score -1050338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1050338.625000 Penalty: 4414.875000
	Iteration 57Q: 3 clusters Score -1050339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1050340.875000 Penalty: 4414.875000
	Iteration 58Q: 3 clusters Score -1050341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1050344.125000 Penalty: 4414.875000
	Iteration 59Q: 3 clusters Score -1050344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1050349.375000 Penalty: 4414.875000
	Iteration 60F: 3 clusters Score -1050349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1050356.000000 Penalty: 4414.875000
	Iteration 61Q: 3 clusters Score -1050356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1050360.875000 Penalty: 4414.875000
	Iteration 62Q: 3 clusters Score -1050361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1050360.750000 Penalty: 4414.875000
	Iteration 63Q: 3 clusters Score -1050361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1050362.250000 Penalty: 4414.875000
	Iteration 64Q: 3 clusters Score -1050362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1050364.875000 Penalty: 4414.875000
	Iteration 65Q: 3 clusters Score -1050365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1050364.875000 Penalty: 4414.875000
	Iteration 66F: 3 clusters Score -1050365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -29341.017578 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -29341.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28186.876953 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -28186.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28255.353516 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -28255.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28258.154297 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -28258.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28258.154297 Penalty: 2712.157715
	Iteration 3F: 3 clusters Score -28258.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (145297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145297 members 
Entering Unmasked Estep 
Score: -20280222.000000 Penalty: 2947.860840
	Iteration 0F: 2 clusters Score -2.028022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 72279 members 
Entering Unmasked Estep 
Score: -20184824.000000 Penalty: 5895.721680
	Iteration 0F: 3 clusters Score -2.018482e+07 nChanged 69621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78487 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -20225780.000000 Penalty: 5895.721680
	Iteration 1F: 3 clusters Score -2.022578e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81850 members 
Mstep: Class 2 contains 63447 members 
Entering Unmasked Estep 
Score: -20227416.000000 Penalty: 5895.721680
	Iteration 2Q: 3 clusters Score -2.022742e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87043 members 
Mstep: Class 2 contains 58254 members 
Entering Unmasked Estep 
Score: -20230034.000000 Penalty: 5895.721680
	Iteration 3Q: 3 clusters Score -2.023003e+07 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94814 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -20235440.000000 Penalty: 5895.721680
	Iteration 4F: 3 clusters Score -2.023544e+07 nChanged 11978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105598 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -20244684.000000 Penalty: 5895.721680
	Iteration 5F: 3 clusters Score -2.024468e+07 nChanged 13680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118182 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -20257442.000000 Penalty: 5895.721680
	Iteration 6F: 3 clusters Score -2.025744e+07 nChanged 11242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128890 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -20268222.000000 Penalty: 5895.721680
	Iteration 7F: 3 clusters Score -2.026822e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135156 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -20273974.000000 Penalty: 5895.721680
	Iteration 8Q: 3 clusters Score -2.027397e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138108 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -20276578.000000 Penalty: 5895.721680
	Iteration 9Q: 3 clusters Score -2.027658e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139552 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -20277772.000000 Penalty: 5895.721680
	Iteration 10Q: 3 clusters Score -2.027777e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140377 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -20278306.000000 Penalty: 5895.721680
	Iteration 11Q: 3 clusters Score -2.027831e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140952 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -20278522.000000 Penalty: 5895.721680
	Iteration 12Q: 3 clusters Score -2.027852e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141359 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -20278626.000000 Penalty: 5895.721680
	Iteration 13Q: 3 clusters Score -2.027863e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141686 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -20278740.000000 Penalty: 5895.721680
	Iteration 14Q: 3 clusters Score -2.027874e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141955 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -20278830.000000 Penalty: 5895.721680
	Iteration 15Q: 3 clusters Score -2.027883e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142134 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -20278814.000000 Penalty: 5895.721680
	Iteration 16Q: 3 clusters Score -2.027881e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142283 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -20278814.000000 Penalty: 5895.721680
	Iteration 17Q: 3 clusters Score -2.027881e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142407 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -20278802.000000 Penalty: 5895.721680
	Iteration 18Q: 3 clusters Score -2.02788e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142512 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -20278796.000000 Penalty: 5895.721680
	Iteration 19Q: 3 clusters Score -2.02788e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142603 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -20278822.000000 Penalty: 5895.721680
	Iteration 20F: 3 clusters Score -2.027882e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142675 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -20278840.000000 Penalty: 5895.721680
	Iteration 21Q: 3 clusters Score -2.027884e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142721 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -20278836.000000 Penalty: 5895.721680
	Iteration 22Q: 3 clusters Score -2.027884e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142748 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -20278840.000000 Penalty: 5895.721680
	Iteration 23Q: 3 clusters Score -2.027884e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142779 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -20278866.000000 Penalty: 5895.721680
	Iteration 24Q: 3 clusters Score -2.027887e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142807 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -20278840.000000 Penalty: 5895.721680
	Iteration 25Q: 3 clusters Score -2.027884e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142829 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -20278822.000000 Penalty: 5895.721680
	Iteration 26Q: 3 clusters Score -2.027882e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142846 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -20278824.000000 Penalty: 5895.721680
	Iteration 27Q: 3 clusters Score -2.027882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142859 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -20278814.000000 Penalty: 5895.721680
	Iteration 28Q: 3 clusters Score -2.027881e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142869 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -20278812.000000 Penalty: 5895.721680
	Iteration 29Q: 3 clusters Score -2.027881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142878 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -20278826.000000 Penalty: 5895.721680
	Iteration 30Q: 3 clusters Score -2.027883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142886 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -20278818.000000 Penalty: 5895.721680
	Iteration 31Q: 3 clusters Score -2.027882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142892 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -20278824.000000 Penalty: 5895.721680
	Iteration 32Q: 3 clusters Score -2.027882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142906 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -20278794.000000 Penalty: 5895.721680
	Iteration 33Q: 3 clusters Score -2.027879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142917 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -20278802.000000 Penalty: 5895.721680
	Iteration 34Q: 3 clusters Score -2.02788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142922 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -20278806.000000 Penalty: 5895.721680
	Iteration 35Q: 3 clusters Score -2.027881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142928 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -20278822.000000 Penalty: 5895.721680
	Iteration 36Q: 3 clusters Score -2.027882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142933 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -20278820.000000 Penalty: 5895.721680
	Iteration 37Q: 3 clusters Score -2.027882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142943 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -20278804.000000 Penalty: 5895.721680
	Iteration 38Q: 3 clusters Score -2.02788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142956 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -20278816.000000 Penalty: 5895.721680
	Iteration 39Q: 3 clusters Score -2.027882e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142970 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -20278832.000000 Penalty: 5895.721680
	Iteration 40F: 3 clusters Score -2.027883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142984 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -20278830.000000 Penalty: 5895.721680
	Iteration 41Q: 3 clusters Score -2.027883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142996 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -20278800.000000 Penalty: 5895.721680
	Iteration 42Q: 3 clusters Score -2.02788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143009 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -20278776.000000 Penalty: 5895.721680
	Iteration 43Q: 3 clusters Score -2.027878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143020 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -20278778.000000 Penalty: 5895.721680
	Iteration 44Q: 3 clusters Score -2.027878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143031 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -20278794.000000 Penalty: 5895.721680
	Iteration 45Q: 3 clusters Score -2.027879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143042 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -20278764.000000 Penalty: 5895.721680
	Iteration 46Q: 3 clusters Score -2.027876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143055 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -20278768.000000 Penalty: 5895.721680
	Iteration 47Q: 3 clusters Score -2.027877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143061 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -20278776.000000 Penalty: 5895.721680
	Iteration 48Q: 3 clusters Score -2.027878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143069 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -20278760.000000 Penalty: 5895.721680
	Iteration 49Q: 3 clusters Score -2.027876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143081 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -20278728.000000 Penalty: 5895.721680
	Iteration 50Q: 3 clusters Score -2.027873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143092 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -20278746.000000 Penalty: 5895.721680
	Iteration 51Q: 3 clusters Score -2.027875e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143102 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -20278742.000000 Penalty: 5895.721680
	Iteration 52Q: 3 clusters Score -2.027874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143107 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -20278762.000000 Penalty: 5895.721680
	Iteration 53Q: 3 clusters Score -2.027876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143106 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -20278756.000000 Penalty: 5895.721680
	Iteration 54Q: 3 clusters Score -2.027876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143106 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -20278756.000000 Penalty: 5895.721680
	Iteration 55F: 3 clusters Score -2.027876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Entering Unmasked Estep 
Score: -5350286.500000 Penalty: 2626.971436
	Iteration 0F: 2 clusters Score -5350286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -5323275.000000 Penalty: 5253.942871
	Iteration 0F: 3 clusters Score -5323275 nChanged 18276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -5333182.000000 Penalty: 5253.942871
	Iteration 1F: 3 clusters Score -5333182 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -5333745.000000 Penalty: 5253.942871
	Iteration 2Q: 3 clusters Score -5333745 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -5334461.000000 Penalty: 5253.942871
	Iteration 3Q: 3 clusters Score -5334461 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -5335420.000000 Penalty: 5253.942871
	Iteration 4Q: 3 clusters Score -5335420 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -5336646.500000 Penalty: 5253.942871
	Iteration 5F: 3 clusters Score -5336646 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -5338030.000000 Penalty: 5253.942871
	Iteration 6F: 3 clusters Score -5338030 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -5339397.500000 Penalty: 5253.942871
	Iteration 7F: 3 clusters Score -5339398 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -5340574.500000 Penalty: 5253.942871
	Iteration 8F: 3 clusters Score -5340574 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -5341495.000000 Penalty: 5253.942871
	Iteration 9F: 3 clusters Score -5341495 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -5342085.500000 Penalty: 5253.942871
	Iteration 10Q: 3 clusters Score -5342086 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -5342475.500000 Penalty: 5253.942871
	Iteration 11Q: 3 clusters Score -5342476 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -5342738.500000 Penalty: 5253.942871
	Iteration 12Q: 3 clusters Score -5342738 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -5342954.500000 Penalty: 5253.942871
	Iteration 13Q: 3 clusters Score -5342954 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -5343096.000000 Penalty: 5253.942871
	Iteration 14Q: 3 clusters Score -5343096 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -5343226.000000 Penalty: 5253.942871
	Iteration 15Q: 3 clusters Score -5343226 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -5343372.500000 Penalty: 5253.942871
	Iteration 16Q: 3 clusters Score -5343372 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -5343555.000000 Penalty: 5253.942871
	Iteration 17Q: 3 clusters Score -5343555 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -5343734.000000 Penalty: 5253.942871
	Iteration 18Q: 3 clusters Score -5343734 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -5343932.500000 Penalty: 5253.942871
	Iteration 19Q: 3 clusters Score -5343932 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -5344202.500000 Penalty: 5253.942871
	Iteration 20F: 3 clusters Score -5344202 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -5344518.500000 Penalty: 5253.942871
	Iteration 21Q: 3 clusters Score -5344518 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -5344858.000000 Penalty: 5253.942871
	Iteration 22Q: 3 clusters Score -5344858 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -5345311.500000 Penalty: 5253.942871
	Iteration 23Q: 3 clusters Score -5345312 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -5345889.000000 Penalty: 5253.942871
	Iteration 24Q: 3 clusters Score -5345889 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -5346595.000000 Penalty: 5253.942871
	Iteration 25Q: 3 clusters Score -5346595 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -5347863.500000 Penalty: 5253.942871
	Iteration 26Q: 3 clusters Score -5347864 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -5348670.000000 Penalty: 5253.942871
	Iteration 27Q: 3 clusters Score -5348670 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -5348863.500000 Penalty: 5253.942871
	Iteration 28Q: 3 clusters Score -5348864 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -5348964.500000 Penalty: 5253.942871
	Iteration 29Q: 3 clusters Score -5348964 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -5349013.500000 Penalty: 5253.942871
	Iteration 30Q: 3 clusters Score -5349014 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -5349047.500000 Penalty: 5253.942871
	Iteration 31Q: 3 clusters Score -5349048 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -5349115.500000 Penalty: 5253.942871
	Iteration 32Q: 3 clusters Score -5349116 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -5349171.000000 Penalty: 5253.942871
	Iteration 33Q: 3 clusters Score -5349171 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -5349199.500000 Penalty: 5253.942871
	Iteration 34Q: 3 clusters Score -5349200 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -5349235.500000 Penalty: 5253.942871
	Iteration 35Q: 3 clusters Score -5349236 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -5349250.000000 Penalty: 5253.942871
	Iteration 36Q: 3 clusters Score -5349250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -5349260.000000 Penalty: 5253.942871
	Iteration 37Q: 3 clusters Score -5349260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -5349282.500000 Penalty: 5253.942871
	Iteration 38Q: 3 clusters Score -5349282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -5349285.000000 Penalty: 5253.942871
	Iteration 39Q: 3 clusters Score -5349285 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -5349295.000000 Penalty: 5253.942871
	Iteration 40F: 3 clusters Score -5349295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -5349297.000000 Penalty: 5253.942871
	Iteration 41Q: 3 clusters Score -5349297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -5349307.500000 Penalty: 5253.942871
	Iteration 42Q: 3 clusters Score -5349308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -5349308.500000 Penalty: 5253.942871
	Iteration 43Q: 3 clusters Score -5349308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -5349306.000000 Penalty: 5253.942871
	Iteration 44Q: 3 clusters Score -5349306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -5349316.500000 Penalty: 5253.942871
	Iteration 45Q: 3 clusters Score -5349316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -5349314.500000 Penalty: 5253.942871
	Iteration 46Q: 3 clusters Score -5349314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -5349314.500000 Penalty: 5253.942871
	Iteration 47Q: 3 clusters Score -5349314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -5349315.000000 Penalty: 5253.942871
	Iteration 48Q: 3 clusters Score -5349315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -5349318.500000 Penalty: 5253.942871
	Iteration 49Q: 3 clusters Score -5349318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -5349316.500000 Penalty: 5253.942871
	Iteration 50Q: 3 clusters Score -5349316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -5349318.000000 Penalty: 5253.942871
	Iteration 51Q: 3 clusters Score -5349318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -5349314.500000 Penalty: 5253.942871
	Iteration 52Q: 3 clusters Score -5349314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -5349313.000000 Penalty: 5253.942871
	Iteration 53Q: 3 clusters Score -5349313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -5349322.500000 Penalty: 5253.942871
	Iteration 54Q: 3 clusters Score -5349322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -5349322.500000 Penalty: 5253.942871
	Iteration 55Q: 3 clusters Score -5349322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -5349327.500000 Penalty: 5253.942871
	Iteration 56Q: 3 clusters Score -5349328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -5349323.000000 Penalty: 5253.942871
	Iteration 57Q: 3 clusters Score -5349323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -5349329.000000 Penalty: 5253.942871
	Iteration 58Q: 3 clusters Score -5349329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -5349326.500000 Penalty: 5253.942871
	Iteration 59Q: 3 clusters Score -5349326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -5349326.500000 Penalty: 5253.942871
	Iteration 60F: 3 clusters Score -5349326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Entering Unmasked Estep 
Score: -2636838.500000 Penalty: 2453.597656
	Iteration 0F: 2 clusters Score -2636838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2622927.750000 Penalty: 4907.195312
	Iteration 0F: 3 clusters Score -2622928 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2627754.750000 Penalty: 4907.195312
	Iteration 1F: 3 clusters Score -2627755 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2628427.500000 Penalty: 4907.195312
	Iteration 2F: 3 clusters Score -2628428 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2629200.000000 Penalty: 4907.195312
	Iteration 3F: 3 clusters Score -2629200 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2630051.750000 Penalty: 4907.195312
	Iteration 4F: 3 clusters Score -2630052 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2630967.750000 Penalty: 4907.195312
	Iteration 5F: 3 clusters Score -2630968 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2631943.500000 Penalty: 4907.195312
	Iteration 6F: 3 clusters Score -2631944 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2632794.000000 Penalty: 4907.195312
	Iteration 7F: 3 clusters Score -2632794 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2633444.750000 Penalty: 4907.195312
	Iteration 8Q: 3 clusters Score -2633445 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2633936.250000 Penalty: 4907.195312
	Iteration 9Q: 3 clusters Score -2633936 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2634283.250000 Penalty: 4907.195312
	Iteration 10Q: 3 clusters Score -2634283 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2634511.500000 Penalty: 4907.195312
	Iteration 11Q: 3 clusters Score -2634512 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2634660.750000 Penalty: 4907.195312
	Iteration 12Q: 3 clusters Score -2634661 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2634751.750000 Penalty: 4907.195312
	Iteration 13Q: 3 clusters Score -2634752 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2634824.000000 Penalty: 4907.195312
	Iteration 14Q: 3 clusters Score -2634824 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2634891.500000 Penalty: 4907.195312
	Iteration 15Q: 3 clusters Score -2634892 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2634939.500000 Penalty: 4907.195312
	Iteration 16Q: 3 clusters Score -2634940 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2634965.250000 Penalty: 4907.195312
	Iteration 17Q: 3 clusters Score -2634965 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2634987.500000 Penalty: 4907.195312
	Iteration 18Q: 3 clusters Score -2634988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2634999.750000 Penalty: 4907.195312
	Iteration 19Q: 3 clusters Score -2635000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2635009.250000 Penalty: 4907.195312
	Iteration 20F: 3 clusters Score -2635009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2635013.500000 Penalty: 4907.195312
	Iteration 21Q: 3 clusters Score -2635014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2635014.500000 Penalty: 4907.195312
	Iteration 22Q: 3 clusters Score -2635014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2635018.250000 Penalty: 4907.195312
	Iteration 23Q: 3 clusters Score -2635018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2635027.750000 Penalty: 4907.195312
	Iteration 24Q: 3 clusters Score -2635028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2635033.750000 Penalty: 4907.195312
	Iteration 25Q: 3 clusters Score -2635034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2635035.750000 Penalty: 4907.195312
	Iteration 26Q: 3 clusters Score -2635036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2635037.250000 Penalty: 4907.195312
	Iteration 27Q: 3 clusters Score -2635037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2635037.750000 Penalty: 4907.195312
	Iteration 28Q: 3 clusters Score -2635038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2635045.750000 Penalty: 4907.195312
	Iteration 29Q: 3 clusters Score -2635046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2635049.750000 Penalty: 4907.195312
	Iteration 30Q: 3 clusters Score -2635050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2635046.000000 Penalty: 4907.195312
	Iteration 31Q: 3 clusters Score -2635046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2635047.500000 Penalty: 4907.195312
	Iteration 32Q: 3 clusters Score -2635048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2635049.000000 Penalty: 4907.195312
	Iteration 33Q: 3 clusters Score -2635049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2635047.250000 Penalty: 4907.195312
	Iteration 34Q: 3 clusters Score -2635047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2635045.000000 Penalty: 4907.195312
	Iteration 35Q: 3 clusters Score -2635045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2635047.750000 Penalty: 4907.195312
	Iteration 36Q: 3 clusters Score -2635048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2635051.000000 Penalty: 4907.195312
	Iteration 37Q: 3 clusters Score -2635051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2635048.000000 Penalty: 4907.195312
	Iteration 38Q: 3 clusters Score -2635048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2635048.000000 Penalty: 4907.195312
	Iteration 39F: 3 clusters Score -2635048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -140128.828125 Penalty: 1734.267822
	Iteration 0F: 2 clusters Score -140128.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -138171.468750 Penalty: 3468.535645
	Iteration 0F: 3 clusters Score -138171.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -138721.687500 Penalty: 3468.535645
	Iteration 1F: 3 clusters Score -138721.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -139302.875000 Penalty: 3468.535645
	Iteration 2F: 3 clusters Score -139302.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -139825.265625 Penalty: 3468.535645
	Iteration 3F: 3 clusters Score -139825.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -140359.859375 Penalty: 3468.535645
	Iteration 4F: 3 clusters Score -140359.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -140531.562500 Penalty: 3468.535645
	Iteration 5Q: 3 clusters Score -140531.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -140587.187500 Penalty: 3468.535645
	Iteration 6Q: 3 clusters Score -140587.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -140630.687500 Penalty: 3468.535645
	Iteration 7Q: 3 clusters Score -140630.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -140647.843750 Penalty: 3468.535645
	Iteration 8Q: 3 clusters Score -140647.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -140661.125000 Penalty: 3468.535645
	Iteration 9Q: 3 clusters Score -140661.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -140670.187500 Penalty: 3468.535645
	Iteration 10Q: 3 clusters Score -140670.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -140681.468750 Penalty: 3468.535645
	Iteration 11Q: 3 clusters Score -140681.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -140688.421875 Penalty: 3468.535645
	Iteration 12Q: 3 clusters Score -140688.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -140690.453125 Penalty: 3468.535645
	Iteration 13Q: 3 clusters Score -140690.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -140692.437500 Penalty: 3468.535645
	Iteration 14Q: 3 clusters Score -140692.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -140697.937500 Penalty: 3468.535645
	Iteration 15Q: 3 clusters Score -140697.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -140701.484375 Penalty: 3468.535645
	Iteration 16Q: 3 clusters Score -140701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -140707.765625 Penalty: 3468.535645
	Iteration 17Q: 3 clusters Score -140707.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -140710.890625 Penalty: 3468.535645
	Iteration 18Q: 3 clusters Score -140710.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -140710.890625 Penalty: 3468.535645
	Iteration 19F: 3 clusters Score -140710.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3947 members 
Mstep: Class 3 contains 20568 members 
Mstep: Class 4 contains 3681 members 
Mstep: Class 5 contains 27591 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 296320 members 
Mstep: Class 8 contains 7339 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 145297 members 
Mstep: Class 11 contains 39840 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 645 members 
Mstep: Class 14 contains 10720 members 
Mstep: Class 15 contains 23154 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52605 members 
Mstep: Class 18 contains 133682 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 205764 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
Score: -135782816.000000 Penalty: 78787.804688
Splitting cluster 13 changes total score from -135783984.000000 to -135782816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (10720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Entering Unmasked Estep 
Score: -1497285.250000 Penalty: 2301.406738
	Iteration 0F: 2 clusters Score -1497285 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 5311 members 
Entering Unmasked Estep 
Score: -1489211.750000 Penalty: 4602.813477
	Iteration 0F: 3 clusters Score -1489212 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1491621.000000 Penalty: 4602.813477
	Iteration 1F: 3 clusters Score -1491621 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1491868.750000 Penalty: 4602.813477
	Iteration 2F: 3 clusters Score -1491869 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1492039.500000 Penalty: 4602.813477
	Iteration 3Q: 3 clusters Score -1492040 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1492169.500000 Penalty: 4602.813477
	Iteration 4Q: 3 clusters Score -1492170 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1492285.750000 Penalty: 4602.813477
	Iteration 5Q: 3 clusters Score -1492286 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1492397.750000 Penalty: 4602.813477
	Iteration 6Q: 3 clusters Score -1492398 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1492522.875000 Penalty: 4602.813477
	Iteration 7Q: 3 clusters Score -1492523 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1492660.500000 Penalty: 4602.813477
	Iteration 8Q: 3 clusters Score -1492660 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1492854.625000 Penalty: 4602.813477
	Iteration 9Q: 3 clusters Score -1492855 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1493100.625000 Penalty: 4602.813477
	Iteration 10Q: 3 clusters Score -1493101 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1493410.625000 Penalty: 4602.813477
	Iteration 11Q: 3 clusters Score -1493411 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1493755.625000 Penalty: 4602.813477
	Iteration 12Q: 3 clusters Score -1493756 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1494117.125000 Penalty: 4602.813477
	Iteration 13Q: 3 clusters Score -1494117 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1494480.375000 Penalty: 4602.813477
	Iteration 14Q: 3 clusters Score -1494480 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1494761.000000 Penalty: 4602.813477
	Iteration 15Q: 3 clusters Score -1494761 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1494960.625000 Penalty: 4602.813477
	Iteration 16Q: 3 clusters Score -1494961 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1495111.250000 Penalty: 4602.813477
	Iteration 17Q: 3 clusters Score -1495111 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1495239.125000 Penalty: 4602.813477
	Iteration 18Q: 3 clusters Score -1495239 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1495332.500000 Penalty: 4602.813477
	Iteration 19Q: 3 clusters Score -1495332 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1495391.000000 Penalty: 4602.813477
	Iteration 20F: 3 clusters Score -1495391 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1495421.750000 Penalty: 4602.813477
	Iteration 21Q: 3 clusters Score -1495422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1495444.125000 Penalty: 4602.813477
	Iteration 22Q: 3 clusters Score -1495444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1495457.875000 Penalty: 4602.813477
	Iteration 23Q: 3 clusters Score -1495458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1495467.750000 Penalty: 4602.813477
	Iteration 24Q: 3 clusters Score -1495468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1495478.625000 Penalty: 4602.813477
	Iteration 25Q: 3 clusters Score -1495479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1495491.875000 Penalty: 4602.813477
	Iteration 26Q: 3 clusters Score -1495492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1495493.375000 Penalty: 4602.813477
	Iteration 27Q: 3 clusters Score -1495493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1495498.000000 Penalty: 4602.813477
	Iteration 28Q: 3 clusters Score -1495498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1495498.875000 Penalty: 4602.813477
	Iteration 29Q: 3 clusters Score -1495499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1495500.875000 Penalty: 4602.813477
	Iteration 30Q: 3 clusters Score -1495501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1495504.125000 Penalty: 4602.813477
	Iteration 31Q: 3 clusters Score -1495504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1495503.125000 Penalty: 4602.813477
	Iteration 32Q: 3 clusters Score -1495503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1495507.500000 Penalty: 4602.813477
	Iteration 33Q: 3 clusters Score -1495508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1495509.875000 Penalty: 4602.813477
	Iteration 34Q: 3 clusters Score -1495510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1495511.000000 Penalty: 4602.813477
	Iteration 35Q: 3 clusters Score -1495511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1495511.375000 Penalty: 4602.813477
	Iteration 36Q: 3 clusters Score -1495511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1495512.375000 Penalty: 4602.813477
	Iteration 37Q: 3 clusters Score -1495512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1495512.750000 Penalty: 4602.813477
	Iteration 38Q: 3 clusters Score -1495513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1495514.875000 Penalty: 4602.813477
	Iteration 39Q: 3 clusters Score -1495515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1495515.125000 Penalty: 4602.813477
	Iteration 40F: 3 clusters Score -1495515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Entering Unmasked Estep 
Score: -3265784.500000 Penalty: 2492.380859
	Iteration 0F: 2 clusters Score -3265784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -3249743.250000 Penalty: 4984.761719
	Iteration 0F: 3 clusters Score -3249743 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -3255171.500000 Penalty: 4984.761719
	Iteration 1F: 3 clusters Score -3255172 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3255488.000000 Penalty: 4984.761719
	Iteration 2Q: 3 clusters Score -3255488 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -3255734.250000 Penalty: 4984.761719
	Iteration 3Q: 3 clusters Score -3255734 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3255923.500000 Penalty: 4984.761719
	Iteration 4Q: 3 clusters Score -3255924 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -3256104.250000 Penalty: 4984.761719
	Iteration 5Q: 3 clusters Score -3256104 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3256264.250000 Penalty: 4984.761719
	Iteration 6Q: 3 clusters Score -3256264 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3256466.750000 Penalty: 4984.761719
	Iteration 7Q: 3 clusters Score -3256467 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -3256691.750000 Penalty: 4984.761719
	Iteration 8Q: 3 clusters Score -3256692 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3256964.250000 Penalty: 4984.761719
	Iteration 9Q: 3 clusters Score -3256964 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3257365.750000 Penalty: 4984.761719
	Iteration 10Q: 3 clusters Score -3257366 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -3257918.250000 Penalty: 4984.761719
	Iteration 11Q: 3 clusters Score -3257918 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3258631.250000 Penalty: 4984.761719
	Iteration 12Q: 3 clusters Score -3258631 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -3259374.000000 Penalty: 4984.761719
	Iteration 13Q: 3 clusters Score -3259374 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -3260097.500000 Penalty: 4984.761719
	Iteration 14Q: 3 clusters Score -3260098 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -3260817.750000 Penalty: 4984.761719
	Iteration 15Q: 3 clusters Score -3260818 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -3261398.250000 Penalty: 4984.761719
	Iteration 16Q: 3 clusters Score -3261398 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3261883.250000 Penalty: 4984.761719
	Iteration 17Q: 3 clusters Score -3261883 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -3262275.750000 Penalty: 4984.761719
	Iteration 18Q: 3 clusters Score -3262276 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -3262546.750000 Penalty: 4984.761719
	Iteration 19Q: 3 clusters Score -3262547 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -3262768.250000 Penalty: 4984.761719
	Iteration 20F: 3 clusters Score -3262768 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -3262928.000000 Penalty: 4984.761719
	Iteration 21Q: 3 clusters Score -3262928 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -3263074.500000 Penalty: 4984.761719
	Iteration 22Q: 3 clusters Score -3263074 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -3263184.000000 Penalty: 4984.761719
	Iteration 23Q: 3 clusters Score -3263184 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -3263259.750000 Penalty: 4984.761719
	Iteration 24Q: 3 clusters Score -3263260 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -3263341.250000 Penalty: 4984.761719
	Iteration 25Q: 3 clusters Score -3263341 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -3263407.000000 Penalty: 4984.761719
	Iteration 26Q: 3 clusters Score -3263407 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -3263471.000000 Penalty: 4984.761719
	Iteration 27Q: 3 clusters Score -3263471 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -3263537.500000 Penalty: 4984.761719
	Iteration 28Q: 3 clusters Score -3263538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -3263566.750000 Penalty: 4984.761719
	Iteration 29Q: 3 clusters Score -3263567 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -3263597.500000 Penalty: 4984.761719
	Iteration 30Q: 3 clusters Score -3263598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -3263618.250000 Penalty: 4984.761719
	Iteration 31Q: 3 clusters Score -3263618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -3263633.500000 Penalty: 4984.761719
	Iteration 32Q: 3 clusters Score -3263634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -3263656.250000 Penalty: 4984.761719
	Iteration 33Q: 3 clusters Score -3263656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3263664.500000 Penalty: 4984.761719
	Iteration 34Q: 3 clusters Score -3263664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3263670.750000 Penalty: 4984.761719
	Iteration 35Q: 3 clusters Score -3263671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -3263684.250000 Penalty: 4984.761719
	Iteration 36Q: 3 clusters Score -3263684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -3263688.000000 Penalty: 4984.761719
	Iteration 37Q: 3 clusters Score -3263688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -3263692.250000 Penalty: 4984.761719
	Iteration 38Q: 3 clusters Score -3263692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -3263692.250000 Penalty: 4984.761719
	Iteration 39F: 3 clusters Score -3263692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -27621.113281 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -27621.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26514.447266 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -26514.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26610.335938 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -26610.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26659.187500 Penalty: 2726.595459
	Iteration 2Q: 3 clusters Score -26659.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26681.333984 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -26681.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26715.527344 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -26715.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26732.359375 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -26732.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26753.052734 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -26753.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26777.597656 Penalty: 2726.595459
	Iteration 7Q: 3 clusters Score -26777.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26819.095703 Penalty: 2726.595459
	Iteration 8Q: 3 clusters Score -26819.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26845.455078 Penalty: 2726.595459
	Iteration 9Q: 3 clusters Score -26845.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26862.060547 Penalty: 2726.595459
	Iteration 10Q: 3 clusters Score -26862.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26868.335938 Penalty: 2726.595459
	Iteration 11Q: 3 clusters Score -26868.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26868.335938 Penalty: 2726.595459
	Iteration 12F: 3 clusters Score -26868.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Entering Unmasked Estep 
Score: -7103859.000000 Penalty: 2695.900391
	Iteration 0F: 2 clusters Score -7103859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -7068511.000000 Penalty: 5391.800781
	Iteration 0F: 3 clusters Score -7068511 nChanged 24334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -7082607.500000 Penalty: 5391.800781
	Iteration 1F: 3 clusters Score -7082608 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -7083693.000000 Penalty: 5391.800781
	Iteration 2F: 3 clusters Score -7083693 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -7084992.500000 Penalty: 5391.800781
	Iteration 3F: 3 clusters Score -7084992 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -7086712.500000 Penalty: 5391.800781
	Iteration 4F: 3 clusters Score -7086712 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -7088821.500000 Penalty: 5391.800781
	Iteration 5F: 3 clusters Score -7088822 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -7091377.500000 Penalty: 5391.800781
	Iteration 6F: 3 clusters Score -7091378 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -7093797.500000 Penalty: 5391.800781
	Iteration 7F: 3 clusters Score -7093798 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -7095790.500000 Penalty: 5391.800781
	Iteration 8F: 3 clusters Score -7095790 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -7097146.500000 Penalty: 5391.800781
	Iteration 9Q: 3 clusters Score -7097146 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -7098243.000000 Penalty: 5391.800781
	Iteration 10Q: 3 clusters Score -7098243 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -7099176.000000 Penalty: 5391.800781
	Iteration 11Q: 3 clusters Score -7099176 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -7100072.000000 Penalty: 5391.800781
	Iteration 12Q: 3 clusters Score -7100072 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -7100810.000000 Penalty: 5391.800781
	Iteration 13Q: 3 clusters Score -7100810 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -7101363.000000 Penalty: 5391.800781
	Iteration 14Q: 3 clusters Score -7101363 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -7101837.000000 Penalty: 5391.800781
	Iteration 15Q: 3 clusters Score -7101837 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -7102168.000000 Penalty: 5391.800781
	Iteration 16Q: 3 clusters Score -7102168 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -7102412.000000 Penalty: 5391.800781
	Iteration 17Q: 3 clusters Score -7102412 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -7102607.000000 Penalty: 5391.800781
	Iteration 18Q: 3 clusters Score -7102607 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -7102789.500000 Penalty: 5391.800781
	Iteration 19Q: 3 clusters Score -7102790 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -7102984.000000 Penalty: 5391.800781
	Iteration 20F: 3 clusters Score -7102984 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -7103060.000000 Penalty: 5391.800781
	Iteration 21Q: 3 clusters Score -7103060 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -7103138.000000 Penalty: 5391.800781
	Iteration 22Q: 3 clusters Score -7103138 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -7103199.500000 Penalty: 5391.800781
	Iteration 23Q: 3 clusters Score -7103200 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -7103248.500000 Penalty: 5391.800781
	Iteration 24Q: 3 clusters Score -7103248 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -7103266.000000 Penalty: 5391.800781
	Iteration 25Q: 3 clusters Score -7103266 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -7103310.500000 Penalty: 5391.800781
	Iteration 26Q: 3 clusters Score -7103310 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -7103335.500000 Penalty: 5391.800781
	Iteration 27Q: 3 clusters Score -7103336 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -7103386.000000 Penalty: 5391.800781
	Iteration 28Q: 3 clusters Score -7103386 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -7103396.000000 Penalty: 5391.800781
	Iteration 29Q: 3 clusters Score -7103396 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -7103416.000000 Penalty: 5391.800781
	Iteration 30Q: 3 clusters Score -7103416 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -7103408.500000 Penalty: 5391.800781
	Iteration 31Q: 3 clusters Score -7103408 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -7103440.000000 Penalty: 5391.800781
	Iteration 32Q: 3 clusters Score -7103440 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -7103473.500000 Penalty: 5391.800781
	Iteration 33Q: 3 clusters Score -7103474 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -7103487.000000 Penalty: 5391.800781
	Iteration 34Q: 3 clusters Score -7103487 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -7103509.500000 Penalty: 5391.800781
	Iteration 35Q: 3 clusters Score -7103510 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -7103507.500000 Penalty: 5391.800781
	Iteration 36Q: 3 clusters Score -7103508 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -7103503.000000 Penalty: 5391.800781
	Iteration 37Q: 3 clusters Score -7103503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -7103514.500000 Penalty: 5391.800781
	Iteration 38Q: 3 clusters Score -7103514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -7103527.500000 Penalty: 5391.800781
	Iteration 39Q: 3 clusters Score -7103528 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -7103540.000000 Penalty: 5391.800781
	Iteration 40F: 3 clusters Score -7103540 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -7103569.500000 Penalty: 5391.800781
	Iteration 41Q: 3 clusters Score -7103570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -7103584.500000 Penalty: 5391.800781
	Iteration 42Q: 3 clusters Score -7103584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -7103574.000000 Penalty: 5391.800781
	Iteration 43Q: 3 clusters Score -7103574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -7103576.500000 Penalty: 5391.800781
	Iteration 44Q: 3 clusters Score -7103576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -7103568.500000 Penalty: 5391.800781
	Iteration 45Q: 3 clusters Score -7103568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -7103571.500000 Penalty: 5391.800781
	Iteration 46Q: 3 clusters Score -7103572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -7103571.000000 Penalty: 5391.800781
	Iteration 47Q: 3 clusters Score -7103571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -7103561.000000 Penalty: 5391.800781
	Iteration 48Q: 3 clusters Score -7103561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -7103570.500000 Penalty: 5391.800781
	Iteration 49Q: 3 clusters Score -7103570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -7103569.000000 Penalty: 5391.800781
	Iteration 50Q: 3 clusters Score -7103569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -7103575.000000 Penalty: 5391.800781
	Iteration 51Q: 3 clusters Score -7103575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -7103570.500000 Penalty: 5391.800781
	Iteration 52Q: 3 clusters Score -7103570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -7103583.000000 Penalty: 5391.800781
	Iteration 53Q: 3 clusters Score -7103583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -7103583.000000 Penalty: 5391.800781
	Iteration 54Q: 3 clusters Score -7103583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -7103585.500000 Penalty: 5391.800781
	Iteration 55Q: 3 clusters Score -7103586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -7103593.000000 Penalty: 5391.800781
	Iteration 56Q: 3 clusters Score -7103593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -7103600.000000 Penalty: 5391.800781
	Iteration 57Q: 3 clusters Score -7103600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -7103597.000000 Penalty: 5391.800781
	Iteration 58Q: 3 clusters Score -7103597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -7103602.000000 Penalty: 5391.800781
	Iteration 59Q: 3 clusters Score -7103602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -7103612.000000 Penalty: 5391.800781
	Iteration 60F: 3 clusters Score -7103612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -7103614.500000 Penalty: 5391.800781
	Iteration 61Q: 3 clusters Score -7103614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -7103617.500000 Penalty: 5391.800781
	Iteration 62Q: 3 clusters Score -7103618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -7103600.000000 Penalty: 5391.800781
	Iteration 63Q: 3 clusters Score -7103600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -7103609.000000 Penalty: 5391.800781
	Iteration 64Q: 3 clusters Score -7103609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -7103615.500000 Penalty: 5391.800781
	Iteration 65Q: 3 clusters Score -7103616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -7103623.500000 Penalty: 5391.800781
	Iteration 66Q: 3 clusters Score -7103624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -7103628.000000 Penalty: 5391.800781
	Iteration 67Q: 3 clusters Score -7103628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -7103624.500000 Penalty: 5391.800781
	Iteration 68Q: 3 clusters Score -7103624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -7103626.000000 Penalty: 5391.800781
	Iteration 69Q: 3 clusters Score -7103626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -7103620.500000 Penalty: 5391.800781
	Iteration 70Q: 3 clusters Score -7103620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -7103620.500000 Penalty: 5391.800781
	Iteration 71F: 3 clusters Score -7103620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (133682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133682 members 
Entering Unmasked Estep 
Score: -18685714.000000 Penalty: 2927.198242
	Iteration 0F: 2 clusters Score -1.868571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66727 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -18597470.000000 Penalty: 5854.396484
	Iteration 0F: 3 clusters Score -1.859747e+07 nChanged 63761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65268 members 
Mstep: Class 2 contains 68414 members 
Entering Unmasked Estep 
Score: -18634328.000000 Penalty: 5854.396484
	Iteration 1F: 3 clusters Score -1.863433e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 69281 members 
Entering Unmasked Estep 
Score: -18635070.000000 Penalty: 5854.396484
	Iteration 2Q: 3 clusters Score -1.863507e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -18636082.000000 Penalty: 5854.396484
	Iteration 3Q: 3 clusters Score -1.863608e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 73093 members 
Entering Unmasked Estep 
Score: -18637672.000000 Penalty: 5854.396484
	Iteration 4Q: 3 clusters Score -1.863767e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57254 members 
Mstep: Class 2 contains 76428 members 
Entering Unmasked Estep 
Score: -18639864.000000 Penalty: 5854.396484
	Iteration 5Q: 3 clusters Score -1.863986e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 81297 members 
Entering Unmasked Estep 
Score: -18643412.000000 Penalty: 5854.396484
	Iteration 6F: 3 clusters Score -1.864341e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 88013 members 
Entering Unmasked Estep 
Score: -18648908.000000 Penalty: 5854.396484
	Iteration 7F: 3 clusters Score -1.864891e+07 nChanged 9783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 96120 members 
Entering Unmasked Estep 
Score: -18656528.000000 Penalty: 5854.396484
	Iteration 8F: 3 clusters Score -1.865653e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 104236 members 
Entering Unmasked Estep 
Score: -18664690.000000 Penalty: 5854.396484
	Iteration 9F: 3 clusters Score -1.866469e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 110648 members 
Entering Unmasked Estep 
Score: -18671832.000000 Penalty: 5854.396484
	Iteration 10F: 3 clusters Score -1.867183e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 114708 members 
Entering Unmasked Estep 
Score: -18676442.000000 Penalty: 5854.396484
	Iteration 11Q: 3 clusters Score -1.867644e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 117133 members 
Entering Unmasked Estep 
Score: -18678876.000000 Penalty: 5854.396484
	Iteration 12Q: 3 clusters Score -1.867888e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 118863 members 
Entering Unmasked Estep 
Score: -18680046.000000 Penalty: 5854.396484
	Iteration 13Q: 3 clusters Score -1.868005e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 120203 members 
Entering Unmasked Estep 
Score: -18680718.000000 Penalty: 5854.396484
	Iteration 14Q: 3 clusters Score -1.868072e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 121337 members 
Entering Unmasked Estep 
Score: -18681222.000000 Penalty: 5854.396484
	Iteration 15Q: 3 clusters Score -1.868122e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 122308 members 
Entering Unmasked Estep 
Score: -18681626.000000 Penalty: 5854.396484
	Iteration 16Q: 3 clusters Score -1.868163e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 123094 members 
Entering Unmasked Estep 
Score: -18681872.000000 Penalty: 5854.396484
	Iteration 17Q: 3 clusters Score -1.868187e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 123812 members 
Entering Unmasked Estep 
Score: -18682184.000000 Penalty: 5854.396484
	Iteration 18Q: 3 clusters Score -1.868218e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 124449 members 
Entering Unmasked Estep 
Score: -18682292.000000 Penalty: 5854.396484
	Iteration 19Q: 3 clusters Score -1.868229e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 125028 members 
Entering Unmasked Estep 
Score: -18682462.000000 Penalty: 5854.396484
	Iteration 20F: 3 clusters Score -1.868246e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 125535 members 
Entering Unmasked Estep 
Score: -18682588.000000 Penalty: 5854.396484
	Iteration 21Q: 3 clusters Score -1.868259e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 125998 members 
Entering Unmasked Estep 
Score: -18682682.000000 Penalty: 5854.396484
	Iteration 22Q: 3 clusters Score -1.868268e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 126408 members 
Entering Unmasked Estep 
Score: -18682824.000000 Penalty: 5854.396484
	Iteration 23Q: 3 clusters Score -1.868282e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 126784 members 
Entering Unmasked Estep 
Score: -18682976.000000 Penalty: 5854.396484
	Iteration 24Q: 3 clusters Score -1.868298e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 127086 members 
Entering Unmasked Estep 
Score: -18683092.000000 Penalty: 5854.396484
	Iteration 25Q: 3 clusters Score -1.868309e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 127378 members 
Entering Unmasked Estep 
Score: -18683218.000000 Penalty: 5854.396484
	Iteration 26Q: 3 clusters Score -1.868322e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 127596 members 
Entering Unmasked Estep 
Score: -18683304.000000 Penalty: 5854.396484
	Iteration 27Q: 3 clusters Score -1.86833e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 127768 members 
Entering Unmasked Estep 
Score: -18683330.000000 Penalty: 5854.396484
	Iteration 28Q: 3 clusters Score -1.868333e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 127923 members 
Entering Unmasked Estep 
Score: -18683342.000000 Penalty: 5854.396484
	Iteration 29Q: 3 clusters Score -1.868334e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 128095 members 
Entering Unmasked Estep 
Score: -18683374.000000 Penalty: 5854.396484
	Iteration 30Q: 3 clusters Score -1.868337e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 128229 members 
Entering Unmasked Estep 
Score: -18683408.000000 Penalty: 5854.396484
	Iteration 31Q: 3 clusters Score -1.868341e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 128351 members 
Entering Unmasked Estep 
Score: -18683426.000000 Penalty: 5854.396484
	Iteration 32Q: 3 clusters Score -1.868343e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 128466 members 
Entering Unmasked Estep 
Score: -18683440.000000 Penalty: 5854.396484
	Iteration 33Q: 3 clusters Score -1.868344e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 128547 members 
Entering Unmasked Estep 
Score: -18683468.000000 Penalty: 5854.396484
	Iteration 34Q: 3 clusters Score -1.868347e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 128630 members 
Entering Unmasked Estep 
Score: -18683462.000000 Penalty: 5854.396484
	Iteration 35Q: 3 clusters Score -1.868346e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 128721 members 
Entering Unmasked Estep 
Score: -18683524.000000 Penalty: 5854.396484
	Iteration 36Q: 3 clusters Score -1.868352e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 128807 members 
Entering Unmasked Estep 
Score: -18683542.000000 Penalty: 5854.396484
	Iteration 37Q: 3 clusters Score -1.868354e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 128889 members 
Entering Unmasked Estep 
Score: -18683550.000000 Penalty: 5854.396484
	Iteration 38Q: 3 clusters Score -1.868355e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 128960 members 
Entering Unmasked Estep 
Score: -18683560.000000 Penalty: 5854.396484
	Iteration 39Q: 3 clusters Score -1.868356e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 129015 members 
Entering Unmasked Estep 
Score: -18683540.000000 Penalty: 5854.396484
	Iteration 40F: 3 clusters Score -1.868354e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 129076 members 
Entering Unmasked Estep 
Score: -18683556.000000 Penalty: 5854.396484
	Iteration 41Q: 3 clusters Score -1.868356e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 129127 members 
Entering Unmasked Estep 
Score: -18683550.000000 Penalty: 5854.396484
	Iteration 42Q: 3 clusters Score -1.868355e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 129173 members 
Entering Unmasked Estep 
Score: -18683524.000000 Penalty: 5854.396484
	Iteration 43Q: 3 clusters Score -1.868352e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 129214 members 
Entering Unmasked Estep 
Score: -18683536.000000 Penalty: 5854.396484
	Iteration 44Q: 3 clusters Score -1.868354e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 129256 members 
Entering Unmasked Estep 
Score: -18683536.000000 Penalty: 5854.396484
	Iteration 45Q: 3 clusters Score -1.868354e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 129307 members 
Entering Unmasked Estep 
Score: -18683548.000000 Penalty: 5854.396484
	Iteration 46Q: 3 clusters Score -1.868355e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 129350 members 
Entering Unmasked Estep 
Score: -18683560.000000 Penalty: 5854.396484
	Iteration 47Q: 3 clusters Score -1.868356e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 129386 members 
Entering Unmasked Estep 
Score: -18683554.000000 Penalty: 5854.396484
	Iteration 48Q: 3 clusters Score -1.868355e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 129415 members 
Entering Unmasked Estep 
Score: -18683556.000000 Penalty: 5854.396484
	Iteration 49Q: 3 clusters Score -1.868356e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 129448 members 
Entering Unmasked Estep 
Score: -18683560.000000 Penalty: 5854.396484
	Iteration 50Q: 3 clusters Score -1.868356e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 129478 members 
Entering Unmasked Estep 
Score: -18683568.000000 Penalty: 5854.396484
	Iteration 51Q: 3 clusters Score -1.868357e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 129509 members 
Entering Unmasked Estep 
Score: -18683594.000000 Penalty: 5854.396484
	Iteration 52Q: 3 clusters Score -1.868359e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 129536 members 
Entering Unmasked Estep 
Score: -18683582.000000 Penalty: 5854.396484
	Iteration 53Q: 3 clusters Score -1.868358e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 129581 members 
Entering Unmasked Estep 
Score: -18683572.000000 Penalty: 5854.396484
	Iteration 54Q: 3 clusters Score -1.868357e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 129637 members 
Entering Unmasked Estep 
Score: -18683594.000000 Penalty: 5854.396484
	Iteration 55Q: 3 clusters Score -1.868359e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 129686 members 
Entering Unmasked Estep 
Score: -18683610.000000 Penalty: 5854.396484
	Iteration 56Q: 3 clusters Score -1.868361e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 129727 members 
Entering Unmasked Estep 
Score: -18683616.000000 Penalty: 5854.396484
	Iteration 57Q: 3 clusters Score -1.868362e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 129765 members 
Entering Unmasked Estep 
Score: -18683614.000000 Penalty: 5854.396484
	Iteration 58Q: 3 clusters Score -1.868361e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 129793 members 
Entering Unmasked Estep 
Score: -18683612.000000 Penalty: 5854.396484
	Iteration 59Q: 3 clusters Score -1.868361e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 129814 members 
Entering Unmasked Estep 
Score: -18683622.000000 Penalty: 5854.396484
	Iteration 60F: 3 clusters Score -1.868362e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 129830 members 
Entering Unmasked Estep 
Score: -18683636.000000 Penalty: 5854.396484
	Iteration 61Q: 3 clusters Score -1.868364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 129842 members 
Entering Unmasked Estep 
Score: -18683624.000000 Penalty: 5854.396484
	Iteration 62Q: 3 clusters Score -1.868362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 129849 members 
Entering Unmasked Estep 
Score: -18683624.000000 Penalty: 5854.396484
	Iteration 63Q: 3 clusters Score -1.868362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 129865 members 
Entering Unmasked Estep 
Score: -18683636.000000 Penalty: 5854.396484
	Iteration 64Q: 3 clusters Score -1.868364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 129880 members 
Entering Unmasked Estep 
Score: -18683610.000000 Penalty: 5854.396484
	Iteration 65Q: 3 clusters Score -1.868361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 129891 members 
Entering Unmasked Estep 
Score: -18683640.000000 Penalty: 5854.396484
	Iteration 66Q: 3 clusters Score -1.868364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 129901 members 
Entering Unmasked Estep 
Score: -18683644.000000 Penalty: 5854.396484
	Iteration 67Q: 3 clusters Score -1.868364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 129914 members 
Entering Unmasked Estep 
Score: -18683638.000000 Penalty: 5854.396484
	Iteration 68Q: 3 clusters Score -1.868364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 129923 members 
Entering Unmasked Estep 
Score: -18683638.000000 Penalty: 5854.396484
	Iteration 69Q: 3 clusters Score -1.868364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 129935 members 
Entering Unmasked Estep 
Score: -18683634.000000 Penalty: 5854.396484
	Iteration 70Q: 3 clusters Score -1.868363e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 129948 members 
Entering Unmasked Estep 
Score: -18683636.000000 Penalty: 5854.396484
	Iteration 71Q: 3 clusters Score -1.868364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 129956 members 
Entering Unmasked Estep 
Score: -18683642.000000 Penalty: 5854.396484
	Iteration 72Q: 3 clusters Score -1.868364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 129966 members 
Entering Unmasked Estep 
Score: -18683648.000000 Penalty: 5854.396484
	Iteration 73Q: 3 clusters Score -1.868365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 129971 members 
Entering Unmasked Estep 
Score: -18683658.000000 Penalty: 5854.396484
	Iteration 74Q: 3 clusters Score -1.868366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 129980 members 
Entering Unmasked Estep 
Score: -18683658.000000 Penalty: 5854.396484
	Iteration 75Q: 3 clusters Score -1.868366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 129990 members 
Entering Unmasked Estep 
Score: -18683656.000000 Penalty: 5854.396484
	Iteration 76Q: 3 clusters Score -1.868366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 129996 members 
Entering Unmasked Estep 
Score: -18683648.000000 Penalty: 5854.396484
	Iteration 77Q: 3 clusters Score -1.868365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 130005 members 
Entering Unmasked Estep 
Score: -18683658.000000 Penalty: 5854.396484
	Iteration 78Q: 3 clusters Score -1.868366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 130017 members 
Entering Unmasked Estep 
Score: -18683662.000000 Penalty: 5854.396484
	Iteration 79Q: 3 clusters Score -1.868366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 130023 members 
Entering Unmasked Estep 
Score: -18683670.000000 Penalty: 5854.396484
	Iteration 80F: 3 clusters Score -1.868367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 130033 members 
Entering Unmasked Estep 
Score: -18683644.000000 Penalty: 5854.396484
	Iteration 81Q: 3 clusters Score -1.868364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 130044 members 
Entering Unmasked Estep 
Score: -18683664.000000 Penalty: 5854.396484
	Iteration 82Q: 3 clusters Score -1.868366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 130053 members 
Entering Unmasked Estep 
Score: -18683646.000000 Penalty: 5854.396484
	Iteration 83Q: 3 clusters Score -1.868365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 130062 members 
Entering Unmasked Estep 
Score: -18683654.000000 Penalty: 5854.396484
	Iteration 84Q: 3 clusters Score -1.868365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 130066 members 
Entering Unmasked Estep 
Score: -18683654.000000 Penalty: 5854.396484
	Iteration 85Q: 3 clusters Score -1.868365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 130069 members 
Entering Unmasked Estep 
Score: -18683656.000000 Penalty: 5854.396484
	Iteration 86Q: 3 clusters Score -1.868366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 130072 members 
Entering Unmasked Estep 
Score: -18683662.000000 Penalty: 5854.396484
	Iteration 87Q: 3 clusters Score -1.868366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 130074 members 
Entering Unmasked Estep 
Score: -18683656.000000 Penalty: 5854.396484
	Iteration 88Q: 3 clusters Score -1.868366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 130077 members 
Entering Unmasked Estep 
Score: -18683654.000000 Penalty: 5854.396484
	Iteration 89Q: 3 clusters Score -1.868365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 130078 members 
Entering Unmasked Estep 
Score: -18683654.000000 Penalty: 5854.396484
	Iteration 90Q: 3 clusters Score -1.868365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 130080 members 
Entering Unmasked Estep 
Score: -18683660.000000 Penalty: 5854.396484
	Iteration 91Q: 3 clusters Score -1.868366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 130081 members 
Entering Unmasked Estep 
Score: -18683660.000000 Penalty: 5854.396484
	Iteration 92Q: 3 clusters Score -1.868366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 130082 members 
Entering Unmasked Estep 
Score: -18683666.000000 Penalty: 5854.396484
	Iteration 93Q: 3 clusters Score -1.868367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 130082 members 
Entering Unmasked Estep 
Score: -18683666.000000 Penalty: 5854.396484
	Iteration 94F: 3 clusters Score -1.868367e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (205764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205764 members 
Entering Unmasked Estep 
Score: -28738092.000000 Penalty: 3034.152344
	Iteration 0F: 2 clusters Score -2.873809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102620 members 
Mstep: Class 2 contains 103144 members 
Entering Unmasked Estep 
Score: -28614438.000000 Penalty: 6068.304688
	Iteration 0F: 3 clusters Score -2.861444e+07 nChanged 98775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99487 members 
Mstep: Class 2 contains 106277 members 
Entering Unmasked Estep 
Score: -28671938.000000 Penalty: 6068.304688
	Iteration 1F: 3 clusters Score -2.867194e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 108549 members 
Entering Unmasked Estep 
Score: -28672630.000000 Penalty: 6068.304688
	Iteration 2Q: 3 clusters Score -2.867263e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93615 members 
Mstep: Class 2 contains 112149 members 
Entering Unmasked Estep 
Score: -28674244.000000 Penalty: 6068.304688
	Iteration 3Q: 3 clusters Score -2.867424e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88030 members 
Mstep: Class 2 contains 117734 members 
Entering Unmasked Estep 
Score: -28676434.000000 Penalty: 6068.304688
	Iteration 4Q: 3 clusters Score -2.867643e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79617 members 
Mstep: Class 2 contains 126147 members 
Entering Unmasked Estep 
Score: -28680068.000000 Penalty: 6068.304688
	Iteration 5Q: 3 clusters Score -2.868007e+07 nChanged 12616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 138315 members 
Entering Unmasked Estep 
Score: -28686678.000000 Penalty: 6068.304688
	Iteration 6F: 3 clusters Score -2.868668e+07 nChanged 16075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 154188 members 
Entering Unmasked Estep 
Score: -28696760.000000 Penalty: 6068.304688
	Iteration 7F: 3 clusters Score -2.869676e+07 nChanged 18060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 172178 members 
Entering Unmasked Estep 
Score: -28709680.000000 Penalty: 6068.304688
	Iteration 8F: 3 clusters Score -2.870968e+07 nChanged 16003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 188175 members 
Entering Unmasked Estep 
Score: -28721964.000000 Penalty: 6068.304688
	Iteration 9F: 3 clusters Score -2.872196e+07 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 198567 members 
Entering Unmasked Estep 
Score: -28729890.000000 Penalty: 6068.304688
	Iteration 10F: 3 clusters Score -2.872989e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 203317 members 
Entering Unmasked Estep 
Score: -28733366.000000 Penalty: 6068.304688
	Iteration 11Q: 3 clusters Score -2.873337e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 204874 members 
Entering Unmasked Estep 
Score: -28734628.000000 Penalty: 6068.304688
	Iteration 12Q: 3 clusters Score -2.873463e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 205298 members 
Entering Unmasked Estep 
Score: -28735046.000000 Penalty: 6068.304688
	Iteration 13Q: 3 clusters Score -2.873505e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 205421 members 
Entering Unmasked Estep 
Score: -28735236.000000 Penalty: 6068.304688
	Iteration 14Q: 3 clusters Score -2.873524e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 205462 members 
Entering Unmasked Estep 
Score: -28735322.000000 Penalty: 6068.304688
	Iteration 15Q: 3 clusters Score -2.873532e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 205481 members 
Entering Unmasked Estep 
Score: -28735342.000000 Penalty: 6068.304688
	Iteration 16Q: 3 clusters Score -2.873534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 205488 members 
Entering Unmasked Estep 
Score: -28735372.000000 Penalty: 6068.304688
	Iteration 17Q: 3 clusters Score -2.873537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 205491 members 
Entering Unmasked Estep 
Score: -28735392.000000 Penalty: 6068.304688
	Iteration 18Q: 3 clusters Score -2.873539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 205496 members 
Entering Unmasked Estep 
Score: -28735390.000000 Penalty: 6068.304688
	Iteration 19Q: 3 clusters Score -2.873539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 205498 members 
Entering Unmasked Estep 
Score: -28735400.000000 Penalty: 6068.304688
	Iteration 20F: 3 clusters Score -2.87354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 205501 members 
Entering Unmasked Estep 
Score: -28735414.000000 Penalty: 6068.304688
	Iteration 21Q: 3 clusters Score -2.873541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 205504 members 
Entering Unmasked Estep 
Score: -28735424.000000 Penalty: 6068.304688
	Iteration 22Q: 3 clusters Score -2.873542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 205505 members 
Entering Unmasked Estep 
Score: -28735432.000000 Penalty: 6068.304688
	Iteration 23Q: 3 clusters Score -2.873543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 205505 members 
Entering Unmasked Estep 
Score: -28735432.000000 Penalty: 6068.304688
	Iteration 24F: 3 clusters Score -2.873543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -70463.375000 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -70463.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68968.531250 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -68968.53 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69168.601562 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -69168.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69235.257812 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -69235.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -69273.421875 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -69273.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -69297.664062 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -69297.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -69304.203125 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -69304.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -69308.007812 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -69308.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -69314.210938 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -69314.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -69321.625000 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -69321.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -69335.406250 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -69335.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -69347.414062 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -69347.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -69363.921875 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -69363.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -69374.242188 Penalty: 3144.818115
	Iteration 12Q: 3 clusters Score -69374.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -69395.132812 Penalty: 3144.818115
	Iteration 13Q: 3 clusters Score -69395.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -69415.164062 Penalty: 3144.818115
	Iteration 14Q: 3 clusters Score -69415.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -69427.812500 Penalty: 3144.818115
	Iteration 15Q: 3 clusters Score -69427.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -69435.664062 Penalty: 3144.818115
	Iteration 16Q: 3 clusters Score -69435.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -69441.218750 Penalty: 3144.818115
	Iteration 17Q: 3 clusters Score -69441.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -69441.218750 Penalty: 3144.818115
	Iteration 18F: 3 clusters Score -69441.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -61365.230469 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -61365.23 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 236 members 
Entering Unmasked Estep 
Score: -59905.796875 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -59905.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60086.328125 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -60086.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60136.757812 Penalty: 3081.452637
	Iteration 2Q: 3 clusters Score -60136.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60150.589844 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -60150.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60157.078125 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -60157.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60170.410156 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -60170.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60173.476562 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -60173.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60177.917969 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -60177.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60177.917969 Penalty: 3081.452637
	Iteration 8F: 3 clusters Score -60177.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -150054.203125 Penalty: 1750.572021
	Iteration 0F: 2 clusters Score -150054.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -148019.296875 Penalty: 3501.144043
	Iteration 0F: 3 clusters Score -148019.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -148330.125000 Penalty: 3501.144043
	Iteration 1F: 3 clusters Score -148330.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -148476.953125 Penalty: 3501.144043
	Iteration 2F: 3 clusters Score -148477 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -148584.796875 Penalty: 3501.144043
	Iteration 3Q: 3 clusters Score -148584.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -148727.750000 Penalty: 3501.144043
	Iteration 4Q: 3 clusters Score -148727.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -149002.765625 Penalty: 3501.144043
	Iteration 5Q: 3 clusters Score -149002.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -149441.562500 Penalty: 3501.144043
	Iteration 6F: 3 clusters Score -149441.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -149711.296875 Penalty: 3501.144043
	Iteration 7F: 3 clusters Score -149711.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -149919.531250 Penalty: 3501.144043
	Iteration 8F: 3 clusters Score -149919.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -150066.453125 Penalty: 3501.144043
	Iteration 9Q: 3 clusters Score -150066.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -150156.578125 Penalty: 3501.144043
	Iteration 10Q: 3 clusters Score -150156.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -150241.046875 Penalty: 3501.144043
	Iteration 11Q: 3 clusters Score -150241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -150306.515625 Penalty: 3501.144043
	Iteration 12Q: 3 clusters Score -150306.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -150357.250000 Penalty: 3501.144043
	Iteration 13Q: 3 clusters Score -150357.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -150386.000000 Penalty: 3501.144043
	Iteration 14Q: 3 clusters Score -150386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -150406.984375 Penalty: 3501.144043
	Iteration 15Q: 3 clusters Score -150407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -150418.265625 Penalty: 3501.144043
	Iteration 16Q: 3 clusters Score -150418.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -150436.796875 Penalty: 3501.144043
	Iteration 17Q: 3 clusters Score -150436.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -150462.390625 Penalty: 3501.144043
	Iteration 18Q: 3 clusters Score -150462.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -150482.343750 Penalty: 3501.144043
	Iteration 19Q: 3 clusters Score -150482.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -150489.031250 Penalty: 3501.144043
	Iteration 20F: 3 clusters Score -150489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -150493.312500 Penalty: 3501.144043
	Iteration 21Q: 3 clusters Score -150493.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -150493.312500 Penalty: 3501.144043
	Iteration 22F: 3 clusters Score -150493.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3947 members 
Mstep: Class 3 contains 20568 members 
Mstep: Class 4 contains 3681 members 
Mstep: Class 5 contains 27591 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 296320 members 
Mstep: Class 8 contains 7339 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 145297 members 
Mstep: Class 11 contains 39840 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10720 members 
Mstep: Class 15 contains 23154 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52605 members 
Mstep: Class 18 contains 133682 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 205764 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 976 members 
Entering Unmasked Estep 
Score: -135782880.000000 Penalty: 78787.804688
Splitting cluster 23 changes total score from -135783984.000000 to -135782880.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3947 members 
Mstep: Class 3 contains 20568 members 
Mstep: Class 4 contains 3681 members 
Mstep: Class 5 contains 27591 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 296320 members 
Mstep: Class 8 contains 7339 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 145297 members 
Mstep: Class 11 contains 39840 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10720 members 
Mstep: Class 15 contains 23154 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52605 members 
Mstep: Class 18 contains 133682 members 
Mstep: Class 20 contains 205764 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135784272.000000 Penalty: 75362.250000
Iteration 119Q: 23 clusters Score -1.357843e+08 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 20541 members 
Mstep: Class 4 contains 3681 members 
Mstep: Class 5 contains 27577 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 296181 members 
Mstep: Class 8 contains 7355 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 144344 members 
Mstep: Class 11 contains 39822 members 
Mstep: Class 12 contains 19867 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10691 members 
Mstep: Class 15 contains 23021 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52625 members 
Mstep: Class 18 contains 134979 members 
Mstep: Class 20 contains 205678 members 
Mstep: Class 21 contains 566 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135784560.000000 Penalty: 75362.250000
Iteration 120F: 23 clusters Score -1.357846e+08 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3954 members 
Mstep: Class 3 contains 20521 members 
Mstep: Class 4 contains 3681 members 
Mstep: Class 5 contains 27556 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 296046 members 
Mstep: Class 8 contains 7363 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 143563 members 
Mstep: Class 11 contains 39810 members 
Mstep: Class 12 contains 19920 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10664 members 
Mstep: Class 15 contains 22907 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52624 members 
Mstep: Class 18 contains 136099 members 
Mstep: Class 20 contains 205604 members 
Mstep: Class 21 contains 566 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135784896.000000 Penalty: 75362.250000
Iteration 121Q: 23 clusters Score -1.357849e+08 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3959 members 
Mstep: Class 3 contains 20528 members 
Mstep: Class 4 contains 3682 members 
Mstep: Class 5 contains 27548 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 295903 members 
Mstep: Class 8 contains 7379 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 142934 members 
Mstep: Class 11 contains 39799 members 
Mstep: Class 12 contains 19975 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10637 members 
Mstep: Class 15 contains 22787 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52611 members 
Mstep: Class 18 contains 136997 members 
Mstep: Class 20 contains 205577 members 
Mstep: Class 21 contains 566 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135785024.000000 Penalty: 75362.250000
Iteration 122Q: 23 clusters Score -1.35785e+08 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3962 members 
Mstep: Class 3 contains 20515 members 
Mstep: Class 4 contains 3682 members 
Mstep: Class 5 contains 27542 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 295815 members 
Mstep: Class 8 contains 7400 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 142416 members 
Mstep: Class 11 contains 39777 members 
Mstep: Class 12 contains 20008 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10610 members 
Mstep: Class 15 contains 22670 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52609 members 
Mstep: Class 18 contains 137812 members 
Mstep: Class 20 contains 205500 members 
Mstep: Class 21 contains 566 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135784880.000000 Penalty: 75362.250000
Iteration 123Q: 23 clusters Score -1.357849e+08 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3962 members 
Mstep: Class 3 contains 20518 members 
Mstep: Class 4 contains 3682 members 
Mstep: Class 5 contains 27525 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 295742 members 
Mstep: Class 8 contains 7413 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 142004 members 
Mstep: Class 11 contains 39766 members 
Mstep: Class 12 contains 20033 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10574 members 
Mstep: Class 15 contains 22513 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52619 members 
Mstep: Class 18 contains 138467 members 
Mstep: Class 20 contains 205501 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135784944.000000 Penalty: 75362.250000
Iteration 124Q: 23 clusters Score -1.357849e+08 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3962 members 
Mstep: Class 3 contains 20517 members 
Mstep: Class 4 contains 3683 members 
Mstep: Class 5 contains 27504 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 295662 members 
Mstep: Class 8 contains 7429 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 141759 members 
Mstep: Class 11 contains 39755 members 
Mstep: Class 12 contains 20054 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10551 members 
Mstep: Class 15 contains 22375 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52622 members 
Mstep: Class 18 contains 138953 members 
Mstep: Class 20 contains 205493 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135785168.000000 Penalty: 75362.250000
Iteration 125Q: 23 clusters Score -1.357852e+08 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3963 members 
Mstep: Class 3 contains 20493 members 
Mstep: Class 4 contains 3683 members 
Mstep: Class 5 contains 27483 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 295557 members 
Mstep: Class 8 contains 7442 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 141698 members 
Mstep: Class 11 contains 39747 members 
Mstep: Class 12 contains 20091 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10539 members 
Mstep: Class 15 contains 22293 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52612 members 
Mstep: Class 18 contains 139222 members 
Mstep: Class 20 contains 205496 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135785056.000000 Penalty: 75362.250000
Iteration 126Q: 23 clusters Score -1.357851e+08 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3963 members 
Mstep: Class 3 contains 20472 members 
Mstep: Class 4 contains 3684 members 
Mstep: Class 5 contains 27464 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 295483 members 
Mstep: Class 8 contains 7450 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 141703 members 
Mstep: Class 11 contains 39730 members 
Mstep: Class 12 contains 20114 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10525 members 
Mstep: Class 15 contains 22217 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52609 members 
Mstep: Class 18 contains 139386 members 
Mstep: Class 20 contains 205520 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135785248.000000 Penalty: 75362.250000
Iteration 127Q: 23 clusters Score -1.357852e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20447 members 
Mstep: Class 4 contains 3688 members 
Mstep: Class 5 contains 27456 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 295423 members 
Mstep: Class 8 contains 7453 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 141892 members 
Mstep: Class 11 contains 39709 members 
Mstep: Class 12 contains 20142 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10511 members 
Mstep: Class 15 contains 22177 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52607 members 
Mstep: Class 18 contains 139308 members 
Mstep: Class 20 contains 205542 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135785312.000000 Penalty: 75362.250000
Iteration 128Q: 23 clusters Score -1.357853e+08 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 27444 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 295374 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 142150 members 
Mstep: Class 11 contains 39688 members 
Mstep: Class 12 contains 20171 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10498 members 
Mstep: Class 15 contains 22109 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52602 members 
Mstep: Class 18 contains 139164 members 
Mstep: Class 20 contains 205565 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135785856.000000 Penalty: 75362.250000
Iteration 129Q: 23 clusters Score -1.357859e+08 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3967 members 
Mstep: Class 3 contains 20424 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 27442 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 295342 members 
Mstep: Class 8 contains 7473 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 142493 members 
Mstep: Class 11 contains 39671 members 
Mstep: Class 12 contains 20203 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10490 members 
Mstep: Class 15 contains 22073 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52599 members 
Mstep: Class 18 contains 138905 members 
Mstep: Class 20 contains 205544 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135786176.000000 Penalty: 75362.250000
Iteration 130Q: 23 clusters Score -1.357862e+08 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3967 members 
Mstep: Class 3 contains 20409 members 
Mstep: Class 4 contains 3696 members 
Mstep: Class 5 contains 27425 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 295338 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 142895 members 
Mstep: Class 11 contains 39657 members 
Mstep: Class 12 contains 20246 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10491 members 
Mstep: Class 15 contains 22052 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52599 members 
Mstep: Class 18 contains 138531 members 
Mstep: Class 20 contains 205523 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135786240.000000 Penalty: 75362.250000
Iteration 131Q: 23 clusters Score -1.357862e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20409 members 
Mstep: Class 4 contains 3699 members 
Mstep: Class 5 contains 27421 members 
Mstep: Class 6 contains 2604 members 
Mstep: Class 7 contains 295285 members 
Mstep: Class 8 contains 7507 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 143364 members 
Mstep: Class 11 contains 39652 members 
Mstep: Class 12 contains 20277 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10484 members 
Mstep: Class 15 contains 22044 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52606 members 
Mstep: Class 18 contains 138112 members 
Mstep: Class 20 contains 205496 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135786432.000000 Penalty: 75362.250000
Iteration 132Q: 23 clusters Score -1.357864e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20396 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27412 members 
Mstep: Class 6 contains 2604 members 
Mstep: Class 7 contains 295232 members 
Mstep: Class 8 contains 7527 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 143954 members 
Mstep: Class 11 contains 39646 members 
Mstep: Class 12 contains 20299 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10473 members 
Mstep: Class 15 contains 22039 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52607 members 
Mstep: Class 18 contains 137570 members 
Mstep: Class 20 contains 205497 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135786480.000000 Penalty: 75362.250000
Iteration 133Q: 23 clusters Score -1.357865e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20378 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27409 members 
Mstep: Class 6 contains 2604 members 
Mstep: Class 7 contains 295179 members 
Mstep: Class 8 contains 7540 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 144614 members 
Mstep: Class 11 contains 39642 members 
Mstep: Class 12 contains 20311 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10463 members 
Mstep: Class 15 contains 22037 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52619 members 
Mstep: Class 18 contains 136981 members 
Mstep: Class 20 contains 205479 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135786592.000000 Penalty: 75362.250000
Iteration 134Q: 23 clusters Score -1.357866e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20354 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27406 members 
Mstep: Class 6 contains 2604 members 
Mstep: Class 7 contains 295105 members 
Mstep: Class 8 contains 7554 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 145311 members 
Mstep: Class 11 contains 39636 members 
Mstep: Class 12 contains 20317 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10464 members 
Mstep: Class 15 contains 22034 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52622 members 
Mstep: Class 18 contains 136394 members 
Mstep: Class 20 contains 205456 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135786800.000000 Penalty: 75362.250000
Iteration 135Q: 23 clusters Score -1.357868e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20338 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27402 members 
Mstep: Class 6 contains 2604 members 
Mstep: Class 7 contains 295041 members 
Mstep: Class 8 contains 7567 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 146042 members 
Mstep: Class 11 contains 39628 members 
Mstep: Class 12 contains 20314 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10462 members 
Mstep: Class 15 contains 22038 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52620 members 
Mstep: Class 18 contains 135765 members 
Mstep: Class 20 contains 205436 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135786896.000000 Penalty: 75362.250000
Iteration 136Q: 23 clusters Score -1.357869e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3963 members 
Mstep: Class 3 contains 20328 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27398 members 
Mstep: Class 6 contains 2604 members 
Mstep: Class 7 contains 294980 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 146827 members 
Mstep: Class 11 contains 39621 members 
Mstep: Class 12 contains 20310 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10460 members 
Mstep: Class 15 contains 22026 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52620 members 
Mstep: Class 18 contains 135066 members 
Mstep: Class 20 contains 205435 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 137Q: 23 clusters Score -1.357872e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3963 members 
Mstep: Class 3 contains 20319 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27399 members 
Mstep: Class 6 contains 2604 members 
Mstep: Class 7 contains 294940 members 
Mstep: Class 8 contains 7598 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 147598 members 
Mstep: Class 11 contains 39610 members 
Mstep: Class 12 contains 20294 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10460 members 
Mstep: Class 15 contains 22014 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52626 members 
Mstep: Class 18 contains 134351 members 
Mstep: Class 20 contains 205445 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Score: -135787168.000000 Penalty: 75362.250000
Iteration 138Q: 23 clusters Score -1.357872e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3963 members 
Mstep: Class 3 contains 20302 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27398 members 
Mstep: Class 6 contains 2604 members 
Mstep: Class 7 contains 294902 members 
Mstep: Class 8 contains 7612 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 148356 members 
Mstep: Class 11 contains 39598 members 
Mstep: Class 12 contains 20295 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10459 members 
Mstep: Class 15 contains 22005 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52629 members 
Mstep: Class 18 contains 133659 members 
Mstep: Class 20 contains 205440 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
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Score: -135787424.000000 Penalty: 75362.250000
Iteration 139Q: 23 clusters Score -1.357874e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3963 members 
Mstep: Class 3 contains 20290 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27394 members 
Mstep: Class 6 contains 2604 members 
Mstep: Class 7 contains 294848 members 
Mstep: Class 8 contains 7623 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 149077 members 
Mstep: Class 11 contains 39590 members 
Mstep: Class 12 contains 20303 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10455 members 
Mstep: Class 15 contains 21996 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52628 members 
Mstep: Class 18 contains 133013 members 
Mstep: Class 20 contains 205438 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
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Iteration 140F: 23 clusters Score -1.357874e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3963 members 
Mstep: Class 3 contains 20279 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27389 members 
Mstep: Class 6 contains 2604 members 
Mstep: Class 7 contains 294812 members 
Mstep: Class 8 contains 7628 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 149835 members 
Mstep: Class 11 contains 39578 members 
Mstep: Class 12 contains 20308 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10452 members 
Mstep: Class 15 contains 21969 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52633 members 
Mstep: Class 18 contains 132333 members 
Mstep: Class 20 contains 205439 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
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Iteration 141Q: 23 clusters Score -1.357876e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20266 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27383 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 294781 members 
Mstep: Class 8 contains 7636 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 150573 members 
Mstep: Class 11 contains 39571 members 
Mstep: Class 12 contains 20299 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10446 members 
Mstep: Class 15 contains 21951 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52640 members 
Mstep: Class 18 contains 131674 members 
Mstep: Class 20 contains 205435 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
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Iteration 142Q: 23 clusters Score -1.357878e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20260 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27370 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294760 members 
Mstep: Class 8 contains 7644 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 151337 members 
Mstep: Class 11 contains 39565 members 
Mstep: Class 12 contains 20286 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10439 members 
Mstep: Class 15 contains 21926 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52648 members 
Mstep: Class 18 contains 131004 members 
Mstep: Class 20 contains 205417 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
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Iteration 143Q: 23 clusters Score -1.357878e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27366 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294734 members 
Mstep: Class 8 contains 7647 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 152073 members 
Mstep: Class 11 contains 39556 members 
Mstep: Class 12 contains 20279 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10434 members 
Mstep: Class 15 contains 21902 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52656 members 
Mstep: Class 18 contains 130334 members 
Mstep: Class 20 contains 205420 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
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Iteration 144Q: 23 clusters Score -1.35788e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20247 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27355 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294714 members 
Mstep: Class 8 contains 7651 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 152858 members 
Mstep: Class 11 contains 39548 members 
Mstep: Class 12 contains 20278 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10435 members 
Mstep: Class 15 contains 21886 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52660 members 
Mstep: Class 18 contains 129614 members 
Mstep: Class 20 contains 205411 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788096.000000 Penalty: 75362.250000
Iteration 145Q: 23 clusters Score -1.357881e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20241 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27342 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294683 members 
Mstep: Class 8 contains 7657 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 153601 members 
Mstep: Class 11 contains 39540 members 
Mstep: Class 12 contains 20297 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10429 members 
Mstep: Class 15 contains 21880 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52664 members 
Mstep: Class 18 contains 128926 members 
Mstep: Class 20 contains 205398 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788160.000000 Penalty: 75362.250000
Iteration 146Q: 23 clusters Score -1.357882e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20233 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27335 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294657 members 
Mstep: Class 8 contains 7666 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 154298 members 
Mstep: Class 11 contains 39532 members 
Mstep: Class 12 contains 20312 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10421 members 
Mstep: Class 15 contains 21848 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52668 members 
Mstep: Class 18 contains 128301 members 
Mstep: Class 20 contains 205387 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788336.000000 Penalty: 75362.250000
Iteration 147Q: 23 clusters Score -1.357883e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20233 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27320 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294618 members 
Mstep: Class 8 contains 7671 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 154945 members 
Mstep: Class 11 contains 39526 members 
Mstep: Class 12 contains 20338 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10418 members 
Mstep: Class 15 contains 21809 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52667 members 
Mstep: Class 18 contains 127727 members 
Mstep: Class 20 contains 205386 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788416.000000 Penalty: 75362.250000
Iteration 148Q: 23 clusters Score -1.357884e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20236 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27305 members 
Mstep: Class 6 contains 2601 members 
Mstep: Class 7 contains 294608 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 155533 members 
Mstep: Class 11 contains 39521 members 
Mstep: Class 12 contains 20354 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10415 members 
Mstep: Class 15 contains 21778 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52673 members 
Mstep: Class 18 contains 127169 members 
Mstep: Class 20 contains 205391 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788864.000000 Penalty: 75362.250000
Iteration 149Q: 23 clusters Score -1.357889e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20232 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27290 members 
Mstep: Class 6 contains 2601 members 
Mstep: Class 7 contains 294630 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 156040 members 
Mstep: Class 11 contains 39515 members 
Mstep: Class 12 contains 20359 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10409 members 
Mstep: Class 15 contains 21714 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52676 members 
Mstep: Class 18 contains 126729 members 
Mstep: Class 20 contains 205384 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788752.000000 Penalty: 75362.250000
Iteration 150Q: 23 clusters Score -1.357888e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20229 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27281 members 
Mstep: Class 6 contains 2601 members 
Mstep: Class 7 contains 294607 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 156496 members 
Mstep: Class 11 contains 39513 members 
Mstep: Class 12 contains 20383 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10403 members 
Mstep: Class 15 contains 21659 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52679 members 
Mstep: Class 18 contains 126343 members 
Mstep: Class 20 contains 205381 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788800.000000 Penalty: 75362.250000
Iteration 151Q: 23 clusters Score -1.357888e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20228 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27284 members 
Mstep: Class 6 contains 2601 members 
Mstep: Class 7 contains 294588 members 
Mstep: Class 8 contains 7693 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 156890 members 
Mstep: Class 11 contains 39508 members 
Mstep: Class 12 contains 20412 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10396 members 
Mstep: Class 15 contains 21611 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52679 members 
Mstep: Class 18 contains 126008 members 
Mstep: Class 20 contains 205362 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788432.000000 Penalty: 75362.250000
Iteration 152Q: 23 clusters Score -1.357884e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20227 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27284 members 
Mstep: Class 6 contains 2601 members 
Mstep: Class 7 contains 294589 members 
Mstep: Class 8 contains 7699 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 157215 members 
Mstep: Class 11 contains 39498 members 
Mstep: Class 12 contains 20418 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10394 members 
Mstep: Class 15 contains 21569 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52687 members 
Mstep: Class 18 contains 125729 members 
Mstep: Class 20 contains 205349 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788608.000000 Penalty: 75362.250000
Iteration 153Q: 23 clusters Score -1.357886e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20218 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27277 members 
Mstep: Class 6 contains 2601 members 
Mstep: Class 7 contains 294580 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 157506 members 
Mstep: Class 11 contains 39487 members 
Mstep: Class 12 contains 20432 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10400 members 
Mstep: Class 15 contains 21536 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52694 members 
Mstep: Class 18 contains 125477 members 
Mstep: Class 20 contains 205347 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788480.000000 Penalty: 75362.250000
Iteration 154Q: 23 clusters Score -1.357885e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20213 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 27266 members 
Mstep: Class 6 contains 2601 members 
Mstep: Class 7 contains 294590 members 
Mstep: Class 8 contains 7710 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 157769 members 
Mstep: Class 11 contains 39482 members 
Mstep: Class 12 contains 20450 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10405 members 
Mstep: Class 15 contains 21499 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52697 members 
Mstep: Class 18 contains 125238 members 
Mstep: Class 20 contains 205339 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788608.000000 Penalty: 75362.250000
Iteration 155Q: 23 clusters Score -1.357886e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20204 members 
Mstep: Class 4 contains 3706 members 
Mstep: Class 5 contains 27265 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294636 members 
Mstep: Class 8 contains 7715 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 157989 members 
Mstep: Class 11 contains 39472 members 
Mstep: Class 12 contains 20468 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10402 members 
Mstep: Class 15 contains 21474 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52693 members 
Mstep: Class 18 contains 125007 members 
Mstep: Class 20 contains 205329 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788608.000000 Penalty: 75362.250000
Iteration 156Q: 23 clusters Score -1.357886e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20193 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27262 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294668 members 
Mstep: Class 8 contains 7718 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 158185 members 
Mstep: Class 11 contains 39471 members 
Mstep: Class 12 contains 20488 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10398 members 
Mstep: Class 15 contains 21452 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52692 members 
Mstep: Class 18 contains 124786 members 
Mstep: Class 20 contains 205340 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788832.000000 Penalty: 75362.250000
Iteration 157Q: 23 clusters Score -1.357888e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20185 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27258 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294718 members 
Mstep: Class 8 contains 7719 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 158351 members 
Mstep: Class 11 contains 39466 members 
Mstep: Class 12 contains 20492 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10397 members 
Mstep: Class 15 contains 21411 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52692 members 
Mstep: Class 18 contains 124614 members 
Mstep: Class 20 contains 205351 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788848.000000 Penalty: 75362.250000
Iteration 158Q: 23 clusters Score -1.357888e+08 nChanged 834
Entering ConstructFrom: 
Score: -135788848.000000 Penalty: 75362.250000
Entering ConstructFrom: 
Trying to split cluster 1 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -55534.109375 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -55534.11 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 227 members 
Entering Unmasked Estep 
Score: -54137.613281 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -54137.61 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54387.839844 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -54387.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -54488.929688 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -54488.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -54559.222656 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -54559.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -54670.851562 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -54670.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -54813.625000 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -54813.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -54906.402344 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -54906.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -54947.863281 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -54947.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54998.242188 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -54998.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55030.539062 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -55030.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55088.152344 Penalty: 3050.698975
	Iteration 10Q: 3 clusters Score -55088.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55137.265625 Penalty: 3050.698975
	Iteration 11Q: 3 clusters Score -55137.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55179.644531 Penalty: 3050.698975
	Iteration 12Q: 3 clusters Score -55179.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55229.187500 Penalty: 3050.698975
	Iteration 13Q: 3 clusters Score -55229.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55274.628906 Penalty: 3050.698975
	Iteration 14Q: 3 clusters Score -55274.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55350.152344 Penalty: 3050.698975
	Iteration 15Q: 3 clusters Score -55350.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55367.601562 Penalty: 3050.698975
	Iteration 16Q: 3 clusters Score -55367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55374.535156 Penalty: 3050.698975
	Iteration 17Q: 3 clusters Score -55374.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55385.257812 Penalty: 3050.698975
	Iteration 18Q: 3 clusters Score -55385.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55387.984375 Penalty: 3050.698975
	Iteration 19F: 3 clusters Score -55387.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55397.539062 Penalty: 3050.698975
	Iteration 20F: 3 clusters Score -55397.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -55422.816406 Penalty: 3050.698975
	Iteration 21Q: 3 clusters Score -55422.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55444.992188 Penalty: 3050.698975
	Iteration 22Q: 3 clusters Score -55444.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55468.289062 Penalty: 3050.698975
	Iteration 23Q: 3 clusters Score -55468.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55494.210938 Penalty: 3050.698975
	Iteration 24Q: 3 clusters Score -55494.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -55520.433594 Penalty: 3050.698975
	Iteration 25Q: 3 clusters Score -55520.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -55549.394531 Penalty: 3050.698975
	Iteration 26Q: 3 clusters Score -55549.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -55597.718750 Penalty: 3050.698975
	Iteration 27Q: 3 clusters Score -55597.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55646.117188 Penalty: 3050.698975
	Iteration 28Q: 3 clusters Score -55646.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -55710.328125 Penalty: 3050.698975
	Iteration 29Q: 3 clusters Score -55710.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -55736.468750 Penalty: 3050.698975
	Iteration 30Q: 3 clusters Score -55736.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55746.218750 Penalty: 3050.698975
	Iteration 31Q: 3 clusters Score -55746.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55746.218750 Penalty: 3050.698975
	Iteration 32F: 3 clusters Score -55746.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20184 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27256 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294769 members 
Mstep: Class 8 contains 7721 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 158497 members 
Mstep: Class 11 contains 39465 members 
Mstep: Class 12 contains 20507 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10395 members 
Mstep: Class 15 contains 21361 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52693 members 
Mstep: Class 18 contains 124433 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 205373 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
Score: -135787120.000000 Penalty: 78787.804688
Splitting cluster 1 changes total score from -135788848.000000 to -135787120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -509883.406250 Penalty: 2054.682129
	Iteration 0F: 2 clusters Score -509883.4 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 1966 members 
Entering Unmasked Estep 
Score: -506010.750000 Penalty: 4109.364258
	Iteration 0F: 3 clusters Score -506010.8 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -506840.531250 Penalty: 4109.364258
	Iteration 1F: 3 clusters Score -506840.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -507018.000000 Penalty: 4109.364258
	Iteration 2F: 3 clusters Score -507018 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -507131.250000 Penalty: 4109.364258
	Iteration 3Q: 3 clusters Score -507131.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -507216.281250 Penalty: 4109.364258
	Iteration 4Q: 3 clusters Score -507216.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -507267.531250 Penalty: 4109.364258
	Iteration 5Q: 3 clusters Score -507267.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -507305.718750 Penalty: 4109.364258
	Iteration 6Q: 3 clusters Score -507305.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -507337.968750 Penalty: 4109.364258
	Iteration 7Q: 3 clusters Score -507338 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -507372.125000 Penalty: 4109.364258
	Iteration 8Q: 3 clusters Score -507372.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -507430.781250 Penalty: 4109.364258
	Iteration 9Q: 3 clusters Score -507430.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -507502.656250 Penalty: 4109.364258
	Iteration 10Q: 3 clusters Score -507502.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -507579.062500 Penalty: 4109.364258
	Iteration 11Q: 3 clusters Score -507579.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -507649.312500 Penalty: 4109.364258
	Iteration 12Q: 3 clusters Score -507649.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -507709.937500 Penalty: 4109.364258
	Iteration 13Q: 3 clusters Score -507709.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -507772.843750 Penalty: 4109.364258
	Iteration 14Q: 3 clusters Score -507772.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -507831.906250 Penalty: 4109.364258
	Iteration 15Q: 3 clusters Score -507831.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -507881.781250 Penalty: 4109.364258
	Iteration 16Q: 3 clusters Score -507881.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -507925.625000 Penalty: 4109.364258
	Iteration 17Q: 3 clusters Score -507925.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -507969.218750 Penalty: 4109.364258
	Iteration 18Q: 3 clusters Score -507969.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -508005.437500 Penalty: 4109.364258
	Iteration 19Q: 3 clusters Score -508005.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -508036.937500 Penalty: 4109.364258
	Iteration 20F: 3 clusters Score -508036.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -508070.250000 Penalty: 4109.364258
	Iteration 21Q: 3 clusters Score -508070.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -508102.250000 Penalty: 4109.364258
	Iteration 22Q: 3 clusters Score -508102.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -508134.031250 Penalty: 4109.364258
	Iteration 23Q: 3 clusters Score -508134 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -508186.875000 Penalty: 4109.364258
	Iteration 24Q: 3 clusters Score -508186.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -508251.812500 Penalty: 4109.364258
	Iteration 25Q: 3 clusters Score -508251.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -508306.562500 Penalty: 4109.364258
	Iteration 26Q: 3 clusters Score -508306.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -508364.718750 Penalty: 4109.364258
	Iteration 27Q: 3 clusters Score -508364.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -508434.968750 Penalty: 4109.364258
	Iteration 28Q: 3 clusters Score -508435 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -508512.250000 Penalty: 4109.364258
	Iteration 29Q: 3 clusters Score -508512.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -508602.343750 Penalty: 4109.364258
	Iteration 30Q: 3 clusters Score -508602.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -508752.906250 Penalty: 4109.364258
	Iteration 31Q: 3 clusters Score -508752.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -508888.031250 Penalty: 4109.364258
	Iteration 32Q: 3 clusters Score -508888 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -509005.156250 Penalty: 4109.364258
	Iteration 33Q: 3 clusters Score -509005.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -509097.343750 Penalty: 4109.364258
	Iteration 34Q: 3 clusters Score -509097.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -509159.562500 Penalty: 4109.364258
	Iteration 35Q: 3 clusters Score -509159.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -509223.500000 Penalty: 4109.364258
	Iteration 36Q: 3 clusters Score -509223.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -509339.593750 Penalty: 4109.364258
	Iteration 37Q: 3 clusters Score -509339.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -509479.968750 Penalty: 4109.364258
	Iteration 38Q: 3 clusters Score -509480 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -509638.031250 Penalty: 4109.364258
	Iteration 39Q: 3 clusters Score -509638 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -509802.406250 Penalty: 4109.364258
	Iteration 40F: 3 clusters Score -509802.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -509948.281250 Penalty: 4109.364258
	Iteration 41Q: 3 clusters Score -509948.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -510107.500000 Penalty: 4109.364258
	Iteration 42Q: 3 clusters Score -510107.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -510227.531250 Penalty: 4109.364258
	Iteration 43Q: 3 clusters Score -510227.5 nChanged 53
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: -510315.343750 Penalty: 4109.364258
	Iteration 44Q: 3 clusters Score -510315.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -510352.000000 Penalty: 4109.364258
	Iteration 45Q: 3 clusters Score -510352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -510368.093750 Penalty: 4109.364258
	Iteration 46Q: 3 clusters Score -510368.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -510380.218750 Penalty: 4109.364258
	Iteration 47Q: 3 clusters Score -510380.2 nChanged 4
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: -510382.781250 Penalty: 4109.364258
	Iteration 48Q: 3 clusters Score -510382.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -510382.812500 Penalty: 4109.364258
	Iteration 49Q: 3 clusters Score -510382.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -510382.812500 Penalty: 4109.364258
	Iteration 50F: 3 clusters Score -510382.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2971 members 
Mstep: Class 3 contains 20184 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27256 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294769 members 
Mstep: Class 8 contains 7721 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 158497 members 
Mstep: Class 11 contains 39465 members 
Mstep: Class 12 contains 20507 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10395 members 
Mstep: Class 15 contains 21361 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52693 members 
Mstep: Class 18 contains 124433 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 205373 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
Score: -135787936.000000 Penalty: 78787.804688
Splitting cluster 2 changes total score from -135788848.000000 to -135787936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (20184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Entering Unmasked Estep 
Score: -2827957.500000 Penalty: 2458.335938
	Iteration 0F: 2 clusters Score -2827958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2813658.750000 Penalty: 4916.671875
	Iteration 0F: 3 clusters Score -2813659 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2818493.500000 Penalty: 4916.671875
	Iteration 1F: 3 clusters Score -2818494 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2818840.500000 Penalty: 4916.671875
	Iteration 2F: 3 clusters Score -2818840 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2819163.250000 Penalty: 4916.671875
	Iteration 3Q: 3 clusters Score -2819163 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2819491.750000 Penalty: 4916.671875
	Iteration 4Q: 3 clusters Score -2819492 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2819865.500000 Penalty: 4916.671875
	Iteration 5Q: 3 clusters Score -2819866 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2820300.500000 Penalty: 4916.671875
	Iteration 6Q: 3 clusters Score -2820300 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2820773.250000 Penalty: 4916.671875
	Iteration 7Q: 3 clusters Score -2820773 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2821330.000000 Penalty: 4916.671875
	Iteration 8Q: 3 clusters Score -2821330 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2822047.000000 Penalty: 4916.671875
	Iteration 9F: 3 clusters Score -2822047 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2822781.250000 Penalty: 4916.671875
	Iteration 10F: 3 clusters Score -2822781 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2823400.000000 Penalty: 4916.671875
	Iteration 11F: 3 clusters Score -2823400 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2823841.250000 Penalty: 4916.671875
	Iteration 12Q: 3 clusters Score -2823841 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2824089.750000 Penalty: 4916.671875
	Iteration 13Q: 3 clusters Score -2824090 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2824201.250000 Penalty: 4916.671875
	Iteration 14Q: 3 clusters Score -2824201 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2824266.750000 Penalty: 4916.671875
	Iteration 15Q: 3 clusters Score -2824267 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2824308.250000 Penalty: 4916.671875
	Iteration 16Q: 3 clusters Score -2824308 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2824335.000000 Penalty: 4916.671875
	Iteration 17Q: 3 clusters Score -2824335 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2824359.750000 Penalty: 4916.671875
	Iteration 18Q: 3 clusters Score -2824360 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2824373.500000 Penalty: 4916.671875
	Iteration 19Q: 3 clusters Score -2824374 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2824398.750000 Penalty: 4916.671875
	Iteration 20F: 3 clusters Score -2824399 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2824435.750000 Penalty: 4916.671875
	Iteration 21Q: 3 clusters Score -2824436 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2824469.250000 Penalty: 4916.671875
	Iteration 22Q: 3 clusters Score -2824469 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2824499.750000 Penalty: 4916.671875
	Iteration 23Q: 3 clusters Score -2824500 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2824523.500000 Penalty: 4916.671875
	Iteration 24Q: 3 clusters Score -2824524 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2824546.500000 Penalty: 4916.671875
	Iteration 25Q: 3 clusters Score -2824546 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2824579.750000 Penalty: 4916.671875
	Iteration 26Q: 3 clusters Score -2824580 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2824593.500000 Penalty: 4916.671875
	Iteration 27Q: 3 clusters Score -2824594 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2824619.750000 Penalty: 4916.671875
	Iteration 28Q: 3 clusters Score -2824620 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2824632.500000 Penalty: 4916.671875
	Iteration 29Q: 3 clusters Score -2824632 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2824651.750000 Penalty: 4916.671875
	Iteration 30Q: 3 clusters Score -2824652 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2824664.500000 Penalty: 4916.671875
	Iteration 31Q: 3 clusters Score -2824664 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2824673.250000 Penalty: 4916.671875
	Iteration 32Q: 3 clusters Score -2824673 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2824678.250000 Penalty: 4916.671875
	Iteration 33Q: 3 clusters Score -2824678 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2824694.750000 Penalty: 4916.671875
	Iteration 34Q: 3 clusters Score -2824695 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2824709.750000 Penalty: 4916.671875
	Iteration 35Q: 3 clusters Score -2824710 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2824729.250000 Penalty: 4916.671875
	Iteration 36Q: 3 clusters Score -2824729 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2824748.500000 Penalty: 4916.671875
	Iteration 37Q: 3 clusters Score -2824748 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2824765.750000 Penalty: 4916.671875
	Iteration 38Q: 3 clusters Score -2824766 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2824790.750000 Penalty: 4916.671875
	Iteration 39Q: 3 clusters Score -2824791 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2824829.750000 Penalty: 4916.671875
	Iteration 40F: 3 clusters Score -2824830 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2824855.250000 Penalty: 4916.671875
	Iteration 41Q: 3 clusters Score -2824855 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2824881.250000 Penalty: 4916.671875
	Iteration 42Q: 3 clusters Score -2824881 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2824905.500000 Penalty: 4916.671875
	Iteration 43Q: 3 clusters Score -2824906 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2824924.500000 Penalty: 4916.671875
	Iteration 44Q: 3 clusters Score -2824924 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2824966.500000 Penalty: 4916.671875
	Iteration 45Q: 3 clusters Score -2824966 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2824984.250000 Penalty: 4916.671875
	Iteration 46Q: 3 clusters Score -2824984 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2825019.250000 Penalty: 4916.671875
	Iteration 47Q: 3 clusters Score -2825019 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2825064.500000 Penalty: 4916.671875
	Iteration 48Q: 3 clusters Score -2825064 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2825105.000000 Penalty: 4916.671875
	Iteration 49Q: 3 clusters Score -2825105 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2825120.250000 Penalty: 4916.671875
	Iteration 50Q: 3 clusters Score -2825120 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2825142.000000 Penalty: 4916.671875
	Iteration 51Q: 3 clusters Score -2825142 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2825163.000000 Penalty: 4916.671875
	Iteration 52Q: 3 clusters Score -2825163 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2825202.250000 Penalty: 4916.671875
	Iteration 53Q: 3 clusters Score -2825202 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2825226.750000 Penalty: 4916.671875
	Iteration 54Q: 3 clusters Score -2825227 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2825266.500000 Penalty: 4916.671875
	Iteration 55Q: 3 clusters Score -2825266 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2825282.000000 Penalty: 4916.671875
	Iteration 56Q: 3 clusters Score -2825282 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2825303.500000 Penalty: 4916.671875
	Iteration 57Q: 3 clusters Score -2825304 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2825324.250000 Penalty: 4916.671875
	Iteration 58Q: 3 clusters Score -2825324 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2825346.250000 Penalty: 4916.671875
	Iteration 59Q: 3 clusters Score -2825346 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2825388.500000 Penalty: 4916.671875
	Iteration 60F: 3 clusters Score -2825388 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2825420.000000 Penalty: 4916.671875
	Iteration 61Q: 3 clusters Score -2825420 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2825439.000000 Penalty: 4916.671875
	Iteration 62Q: 3 clusters Score -2825439 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2825469.500000 Penalty: 4916.671875
	Iteration 63Q: 3 clusters Score -2825470 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2825497.250000 Penalty: 4916.671875
	Iteration 64Q: 3 clusters Score -2825497 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2825517.250000 Penalty: 4916.671875
	Iteration 65Q: 3 clusters Score -2825517 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2825546.250000 Penalty: 4916.671875
	Iteration 66Q: 3 clusters Score -2825546 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2825556.500000 Penalty: 4916.671875
	Iteration 67Q: 3 clusters Score -2825556 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2825586.500000 Penalty: 4916.671875
	Iteration 68Q: 3 clusters Score -2825586 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2825605.000000 Penalty: 4916.671875
	Iteration 69Q: 3 clusters Score -2825605 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2825627.750000 Penalty: 4916.671875
	Iteration 70Q: 3 clusters Score -2825628 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2825660.250000 Penalty: 4916.671875
	Iteration 71Q: 3 clusters Score -2825660 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2825698.250000 Penalty: 4916.671875
	Iteration 72Q: 3 clusters Score -2825698 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2825711.750000 Penalty: 4916.671875
	Iteration 73Q: 3 clusters Score -2825712 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2825729.250000 Penalty: 4916.671875
	Iteration 74Q: 3 clusters Score -2825729 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2825746.250000 Penalty: 4916.671875
	Iteration 75Q: 3 clusters Score -2825746 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2825749.750000 Penalty: 4916.671875
	Iteration 76Q: 3 clusters Score -2825750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2825758.250000 Penalty: 4916.671875
	Iteration 77Q: 3 clusters Score -2825758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2825778.750000 Penalty: 4916.671875
	Iteration 78Q: 3 clusters Score -2825779 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2825796.000000 Penalty: 4916.671875
	Iteration 79Q: 3 clusters Score -2825796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2825803.500000 Penalty: 4916.671875
	Iteration 80F: 3 clusters Score -2825804 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2825817.250000 Penalty: 4916.671875
	Iteration 81Q: 3 clusters Score -2825817 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2825837.500000 Penalty: 4916.671875
	Iteration 82Q: 3 clusters Score -2825838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2825851.750000 Penalty: 4916.671875
	Iteration 83Q: 3 clusters Score -2825852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2825871.500000 Penalty: 4916.671875
	Iteration 84Q: 3 clusters Score -2825872 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2825875.000000 Penalty: 4916.671875
	Iteration 85Q: 3 clusters Score -2825875 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2825896.750000 Penalty: 4916.671875
	Iteration 86Q: 3 clusters Score -2825897 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2825910.500000 Penalty: 4916.671875
	Iteration 87Q: 3 clusters Score -2825910 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2825925.500000 Penalty: 4916.671875
	Iteration 88Q: 3 clusters Score -2825926 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2825955.500000 Penalty: 4916.671875
	Iteration 89Q: 3 clusters Score -2825956 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2825964.750000 Penalty: 4916.671875
	Iteration 90Q: 3 clusters Score -2825965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2825968.000000 Penalty: 4916.671875
	Iteration 91Q: 3 clusters Score -2825968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2825974.500000 Penalty: 4916.671875
	Iteration 92Q: 3 clusters Score -2825974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2825984.750000 Penalty: 4916.671875
	Iteration 93Q: 3 clusters Score -2825985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2825999.750000 Penalty: 4916.671875
	Iteration 94Q: 3 clusters Score -2826000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2825998.250000 Penalty: 4916.671875
	Iteration 95Q: 3 clusters Score -2825998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2826005.250000 Penalty: 4916.671875
	Iteration 96Q: 3 clusters Score -2826005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2826021.000000 Penalty: 4916.671875
	Iteration 97Q: 3 clusters Score -2826021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2826032.000000 Penalty: 4916.671875
	Iteration 98Q: 3 clusters Score -2826032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2826030.250000 Penalty: 4916.671875
	Iteration 99Q: 3 clusters Score -2826030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2826032.000000 Penalty: 4916.671875
	Iteration 100F: 3 clusters Score -2826032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2826033.000000 Penalty: 4916.671875
	Iteration 101Q: 3 clusters Score -2826033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2826036.250000 Penalty: 4916.671875
	Iteration 102Q: 3 clusters Score -2826036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2826042.000000 Penalty: 4916.671875
	Iteration 103Q: 3 clusters Score -2826042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2826044.000000 Penalty: 4916.671875
	Iteration 104Q: 3 clusters Score -2826044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2826041.250000 Penalty: 4916.671875
	Iteration 105Q: 3 clusters Score -2826041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2826039.750000 Penalty: 4916.671875
	Iteration 106Q: 3 clusters Score -2826040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2826038.250000 Penalty: 4916.671875
	Iteration 107Q: 3 clusters Score -2826038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2826041.250000 Penalty: 4916.671875
	Iteration 108Q: 3 clusters Score -2826041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2826043.750000 Penalty: 4916.671875
	Iteration 109Q: 3 clusters Score -2826044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2826041.000000 Penalty: 4916.671875
	Iteration 110Q: 3 clusters Score -2826041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2826043.000000 Penalty: 4916.671875
	Iteration 111Q: 3 clusters Score -2826043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2826044.750000 Penalty: 4916.671875
	Iteration 112Q: 3 clusters Score -2826045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2826042.750000 Penalty: 4916.671875
	Iteration 113Q: 3 clusters Score -2826043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2826050.250000 Penalty: 4916.671875
	Iteration 114Q: 3 clusters Score -2826050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2826049.250000 Penalty: 4916.671875
	Iteration 115Q: 3 clusters Score -2826049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2826046.000000 Penalty: 4916.671875
	Iteration 116Q: 3 clusters Score -2826046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2826050.500000 Penalty: 4916.671875
	Iteration 117Q: 3 clusters Score -2826050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2826048.500000 Penalty: 4916.671875
	Iteration 118Q: 3 clusters Score -2826048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2826049.500000 Penalty: 4916.671875
	Iteration 119Q: 3 clusters Score -2826050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2826052.750000 Penalty: 4916.671875
	Iteration 120F: 3 clusters Score -2826053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2826057.750000 Penalty: 4916.671875
	Iteration 121Q: 3 clusters Score -2826058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2826063.000000 Penalty: 4916.671875
	Iteration 122Q: 3 clusters Score -2826063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2826064.250000 Penalty: 4916.671875
	Iteration 123Q: 3 clusters Score -2826064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2826064.500000 Penalty: 4916.671875
	Iteration 124Q: 3 clusters Score -2826064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2826074.500000 Penalty: 4916.671875
	Iteration 125Q: 3 clusters Score -2826074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2826077.500000 Penalty: 4916.671875
	Iteration 126Q: 3 clusters Score -2826078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2826082.250000 Penalty: 4916.671875
	Iteration 127Q: 3 clusters Score -2826082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2826086.250000 Penalty: 4916.671875
	Iteration 128Q: 3 clusters Score -2826086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2826092.500000 Penalty: 4916.671875
	Iteration 129Q: 3 clusters Score -2826092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2826093.000000 Penalty: 4916.671875
	Iteration 130Q: 3 clusters Score -2826093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2826092.500000 Penalty: 4916.671875
	Iteration 131Q: 3 clusters Score -2826092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2826095.250000 Penalty: 4916.671875
	Iteration 132Q: 3 clusters Score -2826095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2826094.000000 Penalty: 4916.671875
	Iteration 133Q: 3 clusters Score -2826094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2826095.750000 Penalty: 4916.671875
	Iteration 134Q: 3 clusters Score -2826096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2826093.250000 Penalty: 4916.671875
	Iteration 135Q: 3 clusters Score -2826093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2826095.500000 Penalty: 4916.671875
	Iteration 136Q: 3 clusters Score -2826096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2826095.500000 Penalty: 4916.671875
	Iteration 137F: 3 clusters Score -2826096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Entering Unmasked Estep 
Score: -485450.656250 Penalty: 2038.058716
	Iteration 0F: 2 clusters Score -485450.7 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 1837 members 
Entering Unmasked Estep 
Score: -481704.437500 Penalty: 4076.117432
	Iteration 0F: 3 clusters Score -481704.4 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -482589.593750 Penalty: 4076.117432
	Iteration 1F: 3 clusters Score -482589.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -482840.750000 Penalty: 4076.117432
	Iteration 2F: 3 clusters Score -482840.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -483009.281250 Penalty: 4076.117432
	Iteration 3F: 3 clusters Score -483009.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -483174.000000 Penalty: 4076.117432
	Iteration 4F: 3 clusters Score -483174 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -483307.562500 Penalty: 4076.117432
	Iteration 5Q: 3 clusters Score -483307.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -483415.937500 Penalty: 4076.117432
	Iteration 6Q: 3 clusters Score -483415.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -483514.125000 Penalty: 4076.117432
	Iteration 7Q: 3 clusters Score -483514.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -483621.562500 Penalty: 4076.117432
	Iteration 8Q: 3 clusters Score -483621.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -483693.406250 Penalty: 4076.117432
	Iteration 9Q: 3 clusters Score -483693.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -483746.312500 Penalty: 4076.117432
	Iteration 10Q: 3 clusters Score -483746.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -483787.812500 Penalty: 4076.117432
	Iteration 11Q: 3 clusters Score -483787.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -483818.187500 Penalty: 4076.117432
	Iteration 12Q: 3 clusters Score -483818.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -483845.468750 Penalty: 4076.117432
	Iteration 13Q: 3 clusters Score -483845.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -483877.437500 Penalty: 4076.117432
	Iteration 14Q: 3 clusters Score -483877.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -483899.218750 Penalty: 4076.117432
	Iteration 15Q: 3 clusters Score -483899.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -483913.312500 Penalty: 4076.117432
	Iteration 16Q: 3 clusters Score -483913.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -483925.500000 Penalty: 4076.117432
	Iteration 17Q: 3 clusters Score -483925.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -483934.843750 Penalty: 4076.117432
	Iteration 18Q: 3 clusters Score -483934.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -483938.906250 Penalty: 4076.117432
	Iteration 19Q: 3 clusters Score -483938.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -483945.750000 Penalty: 4076.117432
	Iteration 20F: 3 clusters Score -483945.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -483950.125000 Penalty: 4076.117432
	Iteration 21Q: 3 clusters Score -483950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -483951.000000 Penalty: 4076.117432
	Iteration 22Q: 3 clusters Score -483951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -483951.937500 Penalty: 4076.117432
	Iteration 23Q: 3 clusters Score -483951.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -483952.187500 Penalty: 4076.117432
	Iteration 24Q: 3 clusters Score -483952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -483953.875000 Penalty: 4076.117432
	Iteration 25Q: 3 clusters Score -483953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -483954.750000 Penalty: 4076.117432
	Iteration 26Q: 3 clusters Score -483954.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -483956.375000 Penalty: 4076.117432
	Iteration 27Q: 3 clusters Score -483956.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -483960.843750 Penalty: 4076.117432
	Iteration 28Q: 3 clusters Score -483960.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -483965.531250 Penalty: 4076.117432
	Iteration 29Q: 3 clusters Score -483965.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -483970.968750 Penalty: 4076.117432
	Iteration 30Q: 3 clusters Score -483971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -483976.968750 Penalty: 4076.117432
	Iteration 31Q: 3 clusters Score -483977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -483982.843750 Penalty: 4076.117432
	Iteration 32Q: 3 clusters Score -483982.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -483988.468750 Penalty: 4076.117432
	Iteration 33Q: 3 clusters Score -483988.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -483989.187500 Penalty: 4076.117432
	Iteration 34Q: 3 clusters Score -483989.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -483991.375000 Penalty: 4076.117432
	Iteration 35Q: 3 clusters Score -483991.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -483991.718750 Penalty: 4076.117432
	Iteration 36Q: 3 clusters Score -483991.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -483992.218750 Penalty: 4076.117432
	Iteration 37Q: 3 clusters Score -483992.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -483992.906250 Penalty: 4076.117432
	Iteration 38Q: 3 clusters Score -483992.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -483993.406250 Penalty: 4076.117432
	Iteration 39Q: 3 clusters Score -483993.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -483993.406250 Penalty: 4076.117432
	Iteration 40F: 3 clusters Score -483993.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -3814322.500000 Penalty: 2532.831055
	Iteration 0F: 2 clusters Score -3814322 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 13548 members 
Entering Unmasked Estep 
Score: -3795585.250000 Penalty: 5065.662109
	Iteration 0F: 3 clusters Score -3795585 nChanged 12224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -3802234.000000 Penalty: 5065.662109
	Iteration 1F: 3 clusters Score -3802234 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -3802761.750000 Penalty: 5065.662109
	Iteration 2F: 3 clusters Score -3802762 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3803296.750000 Penalty: 5065.662109
	Iteration 3Q: 3 clusters Score -3803297 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -3803933.000000 Penalty: 5065.662109
	Iteration 4Q: 3 clusters Score -3803933 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -3804700.000000 Penalty: 5065.662109
	Iteration 5F: 3 clusters Score -3804700 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3805583.750000 Penalty: 5065.662109
	Iteration 6F: 3 clusters Score -3805584 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -3806638.250000 Penalty: 5065.662109
	Iteration 7F: 3 clusters Score -3806638 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -3807838.000000 Penalty: 5065.662109
	Iteration 8F: 3 clusters Score -3807838 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -3809058.000000 Penalty: 5065.662109
	Iteration 9F: 3 clusters Score -3809058 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3810140.000000 Penalty: 5065.662109
	Iteration 10Q: 3 clusters Score -3810140 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3810965.250000 Penalty: 5065.662109
	Iteration 11Q: 3 clusters Score -3810965 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3811485.500000 Penalty: 5065.662109
	Iteration 12Q: 3 clusters Score -3811486 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3811743.750000 Penalty: 5065.662109
	Iteration 13Q: 3 clusters Score -3811744 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3811905.750000 Penalty: 5065.662109
	Iteration 14Q: 3 clusters Score -3811906 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3811982.500000 Penalty: 5065.662109
	Iteration 15Q: 3 clusters Score -3811982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3812021.500000 Penalty: 5065.662109
	Iteration 16Q: 3 clusters Score -3812022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3812071.750000 Penalty: 5065.662109
	Iteration 17Q: 3 clusters Score -3812072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3812114.500000 Penalty: 5065.662109
	Iteration 18Q: 3 clusters Score -3812114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3812137.250000 Penalty: 5065.662109
	Iteration 19Q: 3 clusters Score -3812137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3812158.750000 Penalty: 5065.662109
	Iteration 20F: 3 clusters Score -3812159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3812176.000000 Penalty: 5065.662109
	Iteration 21Q: 3 clusters Score -3812176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3812178.250000 Penalty: 5065.662109
	Iteration 22Q: 3 clusters Score -3812178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3812188.750000 Penalty: 5065.662109
	Iteration 23Q: 3 clusters Score -3812189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3812188.750000 Penalty: 5065.662109
	Iteration 24Q: 3 clusters Score -3812189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3812188.750000 Penalty: 5065.662109
	Iteration 25F: 3 clusters Score -3812189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -364357.687500 Penalty: 1950.280884
	Iteration 0F: 2 clusters Score -364357.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -361334.281250 Penalty: 3900.561768
	Iteration 0F: 3 clusters Score -361334.3 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -361895.218750 Penalty: 3900.561768
	Iteration 1F: 3 clusters Score -361895.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -362019.531250 Penalty: 3900.561768
	Iteration 2F: 3 clusters Score -362019.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -362089.937500 Penalty: 3900.561768
	Iteration 3Q: 3 clusters Score -362089.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -362131.437500 Penalty: 3900.561768
	Iteration 4Q: 3 clusters Score -362131.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -362162.125000 Penalty: 3900.561768
	Iteration 5Q: 3 clusters Score -362162.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -362192.125000 Penalty: 3900.561768
	Iteration 6Q: 3 clusters Score -362192.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -362217.375000 Penalty: 3900.561768
	Iteration 7Q: 3 clusters Score -362217.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -362231.406250 Penalty: 3900.561768
	Iteration 8Q: 3 clusters Score -362231.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -362242.875000 Penalty: 3900.561768
	Iteration 9Q: 3 clusters Score -362242.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -362248.062500 Penalty: 3900.561768
	Iteration 10Q: 3 clusters Score -362248.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -362251.437500 Penalty: 3900.561768
	Iteration 11Q: 3 clusters Score -362251.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -362253.937500 Penalty: 3900.561768
	Iteration 12Q: 3 clusters Score -362253.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -362255.875000 Penalty: 3900.561768
	Iteration 13Q: 3 clusters Score -362255.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -362258.062500 Penalty: 3900.561768
	Iteration 14Q: 3 clusters Score -362258.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -362258.562500 Penalty: 3900.561768
	Iteration 15Q: 3 clusters Score -362258.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -362258.562500 Penalty: 3900.561768
	Iteration 16F: 3 clusters Score -362258.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (294769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294769 members 
Entering Unmasked Estep 
Score: -40383404.000000 Penalty: 3123.299072
	Iteration 0F: 2 clusters Score -4.03834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147390 members 
Mstep: Class 2 contains 147379 members 
Entering Unmasked Estep 
Score: -40208860.000000 Penalty: 6246.598145
	Iteration 0F: 3 clusters Score -4.020886e+07 nChanged 142758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147718 members 
Mstep: Class 2 contains 147051 members 
Entering Unmasked Estep 
Score: -40293608.000000 Penalty: 6246.598145
	Iteration 1F: 3 clusters Score -4.029361e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147687 members 
Mstep: Class 2 contains 147082 members 
Entering Unmasked Estep 
Score: -40294628.000000 Penalty: 6246.598145
	Iteration 2Q: 3 clusters Score -4.029463e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147687 members 
Mstep: Class 2 contains 147082 members 
Entering Unmasked Estep 
Score: -40295604.000000 Penalty: 6246.598145
	Iteration 3Q: 3 clusters Score -4.02956e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147652 members 
Mstep: Class 2 contains 147117 members 
Entering Unmasked Estep 
Score: -40296944.000000 Penalty: 6246.598145
	Iteration 4Q: 3 clusters Score -4.029694e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147677 members 
Mstep: Class 2 contains 147092 members 
Entering Unmasked Estep 
Score: -40298104.000000 Penalty: 6246.598145
	Iteration 5Q: 3 clusters Score -4.02981e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147687 members 
Mstep: Class 2 contains 147082 members 
Entering Unmasked Estep 
Score: -40299672.000000 Penalty: 6246.598145
	Iteration 6Q: 3 clusters Score -4.029967e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147751 members 
Mstep: Class 2 contains 147018 members 
Entering Unmasked Estep 
Score: -40302112.000000 Penalty: 6246.598145
	Iteration 7Q: 3 clusters Score -4.030211e+07 nChanged 9770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147789 members 
Mstep: Class 2 contains 146980 members 
Entering Unmasked Estep 
Score: -40305532.000000 Penalty: 6246.598145
	Iteration 8Q: 3 clusters Score -4.030553e+07 nChanged 11139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147696 members 
Mstep: Class 2 contains 147073 members 
Entering Unmasked Estep 
Score: -40310212.000000 Penalty: 6246.598145
	Iteration 9Q: 3 clusters Score -4.031021e+07 nChanged 12924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147378 members 
Mstep: Class 2 contains 147391 members 
Entering Unmasked Estep 
Score: -40316052.000000 Penalty: 6246.598145
	Iteration 10Q: 3 clusters Score -4.031605e+07 nChanged 15125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146821 members 
Mstep: Class 2 contains 147948 members 
Entering Unmasked Estep 
Score: -40324740.000000 Penalty: 6246.598145
	Iteration 11F: 3 clusters Score -4.032474e+07 nChanged 17015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146090 members 
Mstep: Class 2 contains 148679 members 
Entering Unmasked Estep 
Score: -40336740.000000 Penalty: 6246.598145
	Iteration 12F: 3 clusters Score -4.033674e+07 nChanged 16460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145252 members 
Mstep: Class 2 contains 149517 members 
Entering Unmasked Estep 
Score: -40346204.000000 Penalty: 6246.598145
	Iteration 13F: 3 clusters Score -4.03462e+07 nChanged 12229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144563 members 
Mstep: Class 2 contains 150206 members 
Entering Unmasked Estep 
Score: -40350384.000000 Penalty: 6246.598145
	Iteration 14Q: 3 clusters Score -4.035038e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143824 members 
Mstep: Class 2 contains 150945 members 
Entering Unmasked Estep 
Score: -40351568.000000 Penalty: 6246.598145
	Iteration 15Q: 3 clusters Score -4.035157e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143129 members 
Mstep: Class 2 contains 151640 members 
Entering Unmasked Estep 
Score: -40352084.000000 Penalty: 6246.598145
	Iteration 16Q: 3 clusters Score -4.035208e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142411 members 
Mstep: Class 2 contains 152358 members 
Entering Unmasked Estep 
Score: -40352224.000000 Penalty: 6246.598145
	Iteration 17Q: 3 clusters Score -4.035222e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141594 members 
Mstep: Class 2 contains 153175 members 
Entering Unmasked Estep 
Score: -40352280.000000 Penalty: 6246.598145
	Iteration 18Q: 3 clusters Score -4.035228e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140726 members 
Mstep: Class 2 contains 154043 members 
Entering Unmasked Estep 
Score: -40352308.000000 Penalty: 6246.598145
	Iteration 19Q: 3 clusters Score -4.035231e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139808 members 
Mstep: Class 2 contains 154961 members 
Entering Unmasked Estep 
Score: -40352512.000000 Penalty: 6246.598145
	Iteration 20F: 3 clusters Score -4.035251e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138881 members 
Mstep: Class 2 contains 155888 members 
Entering Unmasked Estep 
Score: -40352660.000000 Penalty: 6246.598145
	Iteration 21Q: 3 clusters Score -4.035266e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137847 members 
Mstep: Class 2 contains 156922 members 
Entering Unmasked Estep 
Score: -40352912.000000 Penalty: 6246.598145
	Iteration 22Q: 3 clusters Score -4.035291e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136710 members 
Mstep: Class 2 contains 158059 members 
Entering Unmasked Estep 
Score: -40353020.000000 Penalty: 6246.598145
	Iteration 23Q: 3 clusters Score -4.035302e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135496 members 
Mstep: Class 2 contains 159273 members 
Entering Unmasked Estep 
Score: -40353036.000000 Penalty: 6246.598145
	Iteration 24Q: 3 clusters Score -4.035304e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134194 members 
Mstep: Class 2 contains 160575 members 
Entering Unmasked Estep 
Score: -40353216.000000 Penalty: 6246.598145
	Iteration 25Q: 3 clusters Score -4.035322e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132798 members 
Mstep: Class 2 contains 161971 members 
Entering Unmasked Estep 
Score: -40353352.000000 Penalty: 6246.598145
	Iteration 26Q: 3 clusters Score -4.035335e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131344 members 
Mstep: Class 2 contains 163425 members 
Entering Unmasked Estep 
Score: -40353516.000000 Penalty: 6246.598145
	Iteration 27Q: 3 clusters Score -4.035352e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129797 members 
Mstep: Class 2 contains 164972 members 
Entering Unmasked Estep 
Score: -40353440.000000 Penalty: 6246.598145
	Iteration 28Q: 3 clusters Score -4.035344e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128107 members 
Mstep: Class 2 contains 166662 members 
Entering Unmasked Estep 
Score: -40353632.000000 Penalty: 6246.598145
	Iteration 29Q: 3 clusters Score -4.035363e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126292 members 
Mstep: Class 2 contains 168477 members 
Entering Unmasked Estep 
Score: -40353936.000000 Penalty: 6246.598145
	Iteration 30Q: 3 clusters Score -4.035394e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124270 members 
Mstep: Class 2 contains 170499 members 
Entering Unmasked Estep 
Score: -40354256.000000 Penalty: 6246.598145
	Iteration 31Q: 3 clusters Score -4.035426e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122053 members 
Mstep: Class 2 contains 172716 members 
Entering Unmasked Estep 
Score: -40354736.000000 Penalty: 6246.598145
	Iteration 32Q: 3 clusters Score -4.035474e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119658 members 
Mstep: Class 2 contains 175111 members 
Entering Unmasked Estep 
Score: -40354988.000000 Penalty: 6246.598145
	Iteration 33Q: 3 clusters Score -4.035499e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117022 members 
Mstep: Class 2 contains 177747 members 
Entering Unmasked Estep 
Score: -40355468.000000 Penalty: 6246.598145
	Iteration 34Q: 3 clusters Score -4.035547e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114155 members 
Mstep: Class 2 contains 180614 members 
Entering Unmasked Estep 
Score: -40356132.000000 Penalty: 6246.598145
	Iteration 35Q: 3 clusters Score -4.035613e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111019 members 
Mstep: Class 2 contains 183750 members 
Entering Unmasked Estep 
Score: -40356784.000000 Penalty: 6246.598145
	Iteration 36Q: 3 clusters Score -4.035678e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107695 members 
Mstep: Class 2 contains 187074 members 
Entering Unmasked Estep 
Score: -40357336.000000 Penalty: 6246.598145
	Iteration 37Q: 3 clusters Score -4.035734e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104116 members 
Mstep: Class 2 contains 190653 members 
Entering Unmasked Estep 
Score: -40358100.000000 Penalty: 6246.598145
	Iteration 38Q: 3 clusters Score -4.03581e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100276 members 
Mstep: Class 2 contains 194493 members 
Entering Unmasked Estep 
Score: -40359000.000000 Penalty: 6246.598145
	Iteration 39Q: 3 clusters Score -4.0359e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96151 members 
Mstep: Class 2 contains 198618 members 
Entering Unmasked Estep 
Score: -40359656.000000 Penalty: 6246.598145
	Iteration 40F: 3 clusters Score -4.035966e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91794 members 
Mstep: Class 2 contains 202975 members 
Entering Unmasked Estep 
Score: -40360544.000000 Penalty: 6246.598145
	Iteration 41Q: 3 clusters Score -4.036054e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87190 members 
Mstep: Class 2 contains 207579 members 
Entering Unmasked Estep 
Score: -40361848.000000 Penalty: 6246.598145
	Iteration 42Q: 3 clusters Score -4.036185e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82291 members 
Mstep: Class 2 contains 212478 members 
Entering Unmasked Estep 
Score: -40363296.000000 Penalty: 6246.598145
	Iteration 43Q: 3 clusters Score -4.03633e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77136 members 
Mstep: Class 2 contains 217633 members 
Entering Unmasked Estep 
Score: -40364696.000000 Penalty: 6246.598145
	Iteration 44Q: 3 clusters Score -4.03647e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71543 members 
Mstep: Class 2 contains 223226 members 
Entering Unmasked Estep 
Score: -40366256.000000 Penalty: 6246.598145
	Iteration 45Q: 3 clusters Score -4.036626e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65366 members 
Mstep: Class 2 contains 229403 members 
Entering Unmasked Estep 
Score: -40368032.000000 Penalty: 6246.598145
	Iteration 46Q: 3 clusters Score -4.036803e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 236533 members 
Entering Unmasked Estep 
Score: -40370004.000000 Penalty: 6246.598145
	Iteration 47Q: 3 clusters Score -4.037e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 244568 members 
Entering Unmasked Estep 
Score: -40371144.000000 Penalty: 6246.598145
	Iteration 48Q: 3 clusters Score -4.037114e+07 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 253142 members 
Entering Unmasked Estep 
Score: -40372360.000000 Penalty: 6246.598145
	Iteration 49Q: 3 clusters Score -4.037236e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 261719 members 
Entering Unmasked Estep 
Score: -40373884.000000 Penalty: 6246.598145
	Iteration 50Q: 3 clusters Score -4.037388e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 269652 members 
Entering Unmasked Estep 
Score: -40375284.000000 Penalty: 6246.598145
	Iteration 51Q: 3 clusters Score -4.037528e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 276531 members 
Entering Unmasked Estep 
Score: -40376516.000000 Penalty: 6246.598145
	Iteration 52Q: 3 clusters Score -4.037652e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 282048 members 
Entering Unmasked Estep 
Score: -40377984.000000 Penalty: 6246.598145
	Iteration 53Q: 3 clusters Score -4.037798e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 286010 members 
Entering Unmasked Estep 
Score: -40378224.000000 Penalty: 6246.598145
	Iteration 54Q: 3 clusters Score -4.037822e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 288636 members 
Entering Unmasked Estep 
Score: -40378340.000000 Penalty: 6246.598145
	Iteration 55Q: 3 clusters Score -4.037834e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 290353 members 
Entering Unmasked Estep 
Score: -40378900.000000 Penalty: 6246.598145
	Iteration 56Q: 3 clusters Score -4.03789e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 291447 members 
Entering Unmasked Estep 
Score: -40379312.000000 Penalty: 6246.598145
	Iteration 57Q: 3 clusters Score -4.037931e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 292166 members 
Entering Unmasked Estep 
Score: -40379684.000000 Penalty: 6246.598145
	Iteration 58Q: 3 clusters Score -4.037968e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 292630 members 
Entering Unmasked Estep 
Score: -40379840.000000 Penalty: 6246.598145
	Iteration 59Q: 3 clusters Score -4.037984e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 292923 members 
Entering Unmasked Estep 
Score: -40380088.000000 Penalty: 6246.598145
	Iteration 60F: 3 clusters Score -4.038009e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 293253 members 
Entering Unmasked Estep 
Score: -40380312.000000 Penalty: 6246.598145
	Iteration 61Q: 3 clusters Score -4.038031e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 293452 members 
Entering Unmasked Estep 
Score: -40380400.000000 Penalty: 6246.598145
	Iteration 62Q: 3 clusters Score -4.03804e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 293579 members 
Entering Unmasked Estep 
Score: -40380572.000000 Penalty: 6246.598145
	Iteration 63Q: 3 clusters Score -4.038057e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 293670 members 
Entering Unmasked Estep 
Score: -40380612.000000 Penalty: 6246.598145
	Iteration 64Q: 3 clusters Score -4.038061e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 293723 members 
Entering Unmasked Estep 
Score: -40380616.000000 Penalty: 6246.598145
	Iteration 65Q: 3 clusters Score -4.038062e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 293759 members 
Entering Unmasked Estep 
Score: -40380640.000000 Penalty: 6246.598145
	Iteration 66Q: 3 clusters Score -4.038064e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 293787 members 
Entering Unmasked Estep 
Score: -40380668.000000 Penalty: 6246.598145
	Iteration 67Q: 3 clusters Score -4.038067e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 293813 members 
Entering Unmasked Estep 
Score: -40380636.000000 Penalty: 6246.598145
	Iteration 68Q: 3 clusters Score -4.038064e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 293834 members 
Entering Unmasked Estep 
Score: -40380640.000000 Penalty: 6246.598145
	Iteration 69Q: 3 clusters Score -4.038064e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 293851 members 
Entering Unmasked Estep 
Score: -40380656.000000 Penalty: 6246.598145
	Iteration 70Q: 3 clusters Score -4.038066e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 293862 members 
Entering Unmasked Estep 
Score: -40380648.000000 Penalty: 6246.598145
	Iteration 71Q: 3 clusters Score -4.038065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 293866 members 
Entering Unmasked Estep 
Score: -40380640.000000 Penalty: 6246.598145
	Iteration 72Q: 3 clusters Score -4.038064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 293869 members 
Entering Unmasked Estep 
Score: -40380648.000000 Penalty: 6246.598145
	Iteration 73Q: 3 clusters Score -4.038065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 293873 members 
Entering Unmasked Estep 
Score: -40380672.000000 Penalty: 6246.598145
	Iteration 74Q: 3 clusters Score -4.038067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 293873 members 
Entering Unmasked Estep 
Score: -40380660.000000 Penalty: 6246.598145
	Iteration 75Q: 3 clusters Score -4.038066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 293872 members 
Entering Unmasked Estep 
Score: -40380660.000000 Penalty: 6246.598145
	Iteration 76Q: 3 clusters Score -4.038066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 293873 members 
Entering Unmasked Estep 
Score: -40380648.000000 Penalty: 6246.598145
	Iteration 77Q: 3 clusters Score -4.038065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 293874 members 
Entering Unmasked Estep 
Score: -40380628.000000 Penalty: 6246.598145
	Iteration 78Q: 3 clusters Score -4.038063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 293875 members 
Entering Unmasked Estep 
Score: -40380644.000000 Penalty: 6246.598145
	Iteration 79Q: 3 clusters Score -4.038064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 293875 members 
Entering Unmasked Estep 
Score: -40380644.000000 Penalty: 6246.598145
	Iteration 80F: 3 clusters Score -4.038064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Entering Unmasked Estep 
Score: -1106703.625000 Penalty: 2220.021484
	Iteration 0F: 2 clusters Score -1106704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1100522.875000 Penalty: 4440.042969
	Iteration 0F: 3 clusters Score -1100523 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1102133.375000 Penalty: 4440.042969
	Iteration 1F: 3 clusters Score -1102133 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1102368.125000 Penalty: 4440.042969
	Iteration 2F: 3 clusters Score -1102368 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1102529.875000 Penalty: 4440.042969
	Iteration 3Q: 3 clusters Score -1102530 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1102624.500000 Penalty: 4440.042969
	Iteration 4Q: 3 clusters Score -1102624 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1102694.000000 Penalty: 4440.042969
	Iteration 5Q: 3 clusters Score -1102694 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1102753.375000 Penalty: 4440.042969
	Iteration 6Q: 3 clusters Score -1102753 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1102801.000000 Penalty: 4440.042969
	Iteration 7Q: 3 clusters Score -1102801 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1102841.250000 Penalty: 4440.042969
	Iteration 8Q: 3 clusters Score -1102841 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1102872.500000 Penalty: 4440.042969
	Iteration 9Q: 3 clusters Score -1102872 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1102904.375000 Penalty: 4440.042969
	Iteration 10Q: 3 clusters Score -1102904 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1102926.750000 Penalty: 4440.042969
	Iteration 11Q: 3 clusters Score -1102927 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1102953.625000 Penalty: 4440.042969
	Iteration 12Q: 3 clusters Score -1102954 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1102979.750000 Penalty: 4440.042969
	Iteration 13Q: 3 clusters Score -1102980 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1103012.125000 Penalty: 4440.042969
	Iteration 14Q: 3 clusters Score -1103012 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1103045.875000 Penalty: 4440.042969
	Iteration 15Q: 3 clusters Score -1103046 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1103081.500000 Penalty: 4440.042969
	Iteration 16Q: 3 clusters Score -1103082 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1103121.875000 Penalty: 4440.042969
	Iteration 17Q: 3 clusters Score -1103122 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1103173.750000 Penalty: 4440.042969
	Iteration 18Q: 3 clusters Score -1103174 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1103233.000000 Penalty: 4440.042969
	Iteration 19Q: 3 clusters Score -1103233 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1103305.500000 Penalty: 4440.042969
	Iteration 20F: 3 clusters Score -1103306 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1103394.375000 Penalty: 4440.042969
	Iteration 21Q: 3 clusters Score -1103394 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1103505.500000 Penalty: 4440.042969
	Iteration 22Q: 3 clusters Score -1103506 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1103613.875000 Penalty: 4440.042969
	Iteration 23Q: 3 clusters Score -1103614 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1103725.750000 Penalty: 4440.042969
	Iteration 24Q: 3 clusters Score -1103726 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1103838.000000 Penalty: 4440.042969
	Iteration 25Q: 3 clusters Score -1103838 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1103945.750000 Penalty: 4440.042969
	Iteration 26Q: 3 clusters Score -1103946 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1104069.000000 Penalty: 4440.042969
	Iteration 27Q: 3 clusters Score -1104069 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1104181.500000 Penalty: 4440.042969
	Iteration 28Q: 3 clusters Score -1104182 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1104303.250000 Penalty: 4440.042969
	Iteration 29Q: 3 clusters Score -1104303 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1104393.875000 Penalty: 4440.042969
	Iteration 30Q: 3 clusters Score -1104394 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1104467.875000 Penalty: 4440.042969
	Iteration 31Q: 3 clusters Score -1104468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1104527.500000 Penalty: 4440.042969
	Iteration 32Q: 3 clusters Score -1104528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1104564.375000 Penalty: 4440.042969
	Iteration 33Q: 3 clusters Score -1104564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1104591.875000 Penalty: 4440.042969
	Iteration 34Q: 3 clusters Score -1104592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1104620.375000 Penalty: 4440.042969
	Iteration 35Q: 3 clusters Score -1104620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1104640.500000 Penalty: 4440.042969
	Iteration 36Q: 3 clusters Score -1104640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1104662.375000 Penalty: 4440.042969
	Iteration 37Q: 3 clusters Score -1104662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1104680.625000 Penalty: 4440.042969
	Iteration 38Q: 3 clusters Score -1104681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1104706.875000 Penalty: 4440.042969
	Iteration 39Q: 3 clusters Score -1104707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1104719.875000 Penalty: 4440.042969
	Iteration 40F: 3 clusters Score -1104720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1104726.125000 Penalty: 4440.042969
	Iteration 41Q: 3 clusters Score -1104726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1104736.250000 Penalty: 4440.042969
	Iteration 42Q: 3 clusters Score -1104736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1104744.500000 Penalty: 4440.042969
	Iteration 43Q: 3 clusters Score -1104744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1104746.000000 Penalty: 4440.042969
	Iteration 44Q: 3 clusters Score -1104746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1104749.125000 Penalty: 4440.042969
	Iteration 45Q: 3 clusters Score -1104749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1104755.375000 Penalty: 4440.042969
	Iteration 46Q: 3 clusters Score -1104755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1104757.125000 Penalty: 4440.042969
	Iteration 47Q: 3 clusters Score -1104757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1104758.750000 Penalty: 4440.042969
	Iteration 48Q: 3 clusters Score -1104759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1104760.000000 Penalty: 4440.042969
	Iteration 49Q: 3 clusters Score -1104760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1104761.750000 Penalty: 4440.042969
	Iteration 50Q: 3 clusters Score -1104762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1104762.875000 Penalty: 4440.042969
	Iteration 51Q: 3 clusters Score -1104763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1104763.875000 Penalty: 4440.042969
	Iteration 52Q: 3 clusters Score -1104764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1104764.875000 Penalty: 4440.042969
	Iteration 53Q: 3 clusters Score -1104765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1104766.375000 Penalty: 4440.042969
	Iteration 54Q: 3 clusters Score -1104766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1104769.375000 Penalty: 4440.042969
	Iteration 55Q: 3 clusters Score -1104769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1104770.875000 Penalty: 4440.042969
	Iteration 56Q: 3 clusters Score -1104771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1104771.250000 Penalty: 4440.042969
	Iteration 57Q: 3 clusters Score -1104771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1104773.375000 Penalty: 4440.042969
	Iteration 58Q: 3 clusters Score -1104773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1104775.875000 Penalty: 4440.042969
	Iteration 59Q: 3 clusters Score -1104776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1104781.125000 Penalty: 4440.042969
	Iteration 60F: 3 clusters Score -1104781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1104781.000000 Penalty: 4440.042969
	Iteration 61Q: 3 clusters Score -1104781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1104783.000000 Penalty: 4440.042969
	Iteration 62Q: 3 clusters Score -1104783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1104785.875000 Penalty: 4440.042969
	Iteration 63Q: 3 clusters Score -1104786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1104792.875000 Penalty: 4440.042969
	Iteration 64Q: 3 clusters Score -1104793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1104803.875000 Penalty: 4440.042969
	Iteration 65Q: 3 clusters Score -1104804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1104808.375000 Penalty: 4440.042969
	Iteration 66Q: 3 clusters Score -1104808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1104815.750000 Penalty: 4440.042969
	Iteration 67Q: 3 clusters Score -1104816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1104820.625000 Penalty: 4440.042969
	Iteration 68Q: 3 clusters Score -1104821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1104820.750000 Penalty: 4440.042969
	Iteration 69Q: 3 clusters Score -1104821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1104820.000000 Penalty: 4440.042969
	Iteration 70Q: 3 clusters Score -1104820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1104820.875000 Penalty: 4440.042969
	Iteration 71Q: 3 clusters Score -1104821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1104823.250000 Penalty: 4440.042969
	Iteration 72Q: 3 clusters Score -1104823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1104824.625000 Penalty: 4440.042969
	Iteration 73Q: 3 clusters Score -1104825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1104828.000000 Penalty: 4440.042969
	Iteration 74Q: 3 clusters Score -1104828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1104830.875000 Penalty: 4440.042969
	Iteration 75Q: 3 clusters Score -1104831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1104833.000000 Penalty: 4440.042969
	Iteration 76Q: 3 clusters Score -1104833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1104834.250000 Penalty: 4440.042969
	Iteration 77Q: 3 clusters Score -1104834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1104834.250000 Penalty: 4440.042969
	Iteration 78F: 3 clusters Score -1104834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -29341.017578 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -29341.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28187.550781 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -28187.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28255.972656 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -28255.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28288.476562 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -28288.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28308.541016 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -28308.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28327.302734 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -28327.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28327.302734 Penalty: 2712.157715
	Iteration 5F: 3 clusters Score -28327.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (158497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158497 members 
Entering Unmasked Estep 
Score: -22122954.000000 Penalty: 2969.425781
	Iteration 0F: 2 clusters Score -2.212295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79368 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -22020610.000000 Penalty: 5938.851562
	Iteration 0F: 3 clusters Score -2.202061e+07 nChanged 75718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83846 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -22065238.000000 Penalty: 5938.851562
	Iteration 1F: 3 clusters Score -2.206524e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87120 members 
Mstep: Class 2 contains 71377 members 
Entering Unmasked Estep 
Score: -22067204.000000 Penalty: 5938.851562
	Iteration 2Q: 3 clusters Score -2.20672e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91894 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
Score: -22069908.000000 Penalty: 5938.851562
	Iteration 3Q: 3 clusters Score -2.206991e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98690 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -22074146.000000 Penalty: 5938.851562
	Iteration 4F: 3 clusters Score -2.207415e+07 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107627 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -22080196.000000 Penalty: 5938.851562
	Iteration 5F: 3 clusters Score -2.20802e+07 nChanged 11829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118700 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -22088778.000000 Penalty: 5938.851562
	Iteration 6F: 3 clusters Score -2.208878e+07 nChanged 12511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131017 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -22098508.000000 Penalty: 5938.851562
	Iteration 7F: 3 clusters Score -2.209851e+07 nChanged 11536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142531 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -22107740.000000 Penalty: 5938.851562
	Iteration 8F: 3 clusters Score -2.210774e+07 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150815 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -22114436.000000 Penalty: 5938.851562
	Iteration 9F: 3 clusters Score -2.211444e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155283 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -22118194.000000 Penalty: 5938.851562
	Iteration 10Q: 3 clusters Score -2.211819e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157119 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -22119426.000000 Penalty: 5938.851562
	Iteration 11Q: 3 clusters Score -2.211943e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157774 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -22119944.000000 Penalty: 5938.851562
	Iteration 12Q: 3 clusters Score -2.211994e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158003 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22120128.000000 Penalty: 5938.851562
	Iteration 13Q: 3 clusters Score -2.212013e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158087 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -22120242.000000 Penalty: 5938.851562
	Iteration 14Q: 3 clusters Score -2.212024e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158128 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -22120252.000000 Penalty: 5938.851562
	Iteration 15Q: 3 clusters Score -2.212025e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158151 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -22120318.000000 Penalty: 5938.851562
	Iteration 16Q: 3 clusters Score -2.212032e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158164 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -22120352.000000 Penalty: 5938.851562
	Iteration 17Q: 3 clusters Score -2.212035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158168 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -22120360.000000 Penalty: 5938.851562
	Iteration 18Q: 3 clusters Score -2.212036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158174 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -22120350.000000 Penalty: 5938.851562
	Iteration 19Q: 3 clusters Score -2.212035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158182 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -22120356.000000 Penalty: 5938.851562
	Iteration 20F: 3 clusters Score -2.212036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158189 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -22120336.000000 Penalty: 5938.851562
	Iteration 21Q: 3 clusters Score -2.212034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158192 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -22120322.000000 Penalty: 5938.851562
	Iteration 22Q: 3 clusters Score -2.212032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158193 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -22120322.000000 Penalty: 5938.851562
	Iteration 23Q: 3 clusters Score -2.212032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158197 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -22120342.000000 Penalty: 5938.851562
	Iteration 24Q: 3 clusters Score -2.212034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158197 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -22120342.000000 Penalty: 5938.851562
	Iteration 25F: 3 clusters Score -2.212034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Entering Unmasked Estep 
Score: -5299846.000000 Penalty: 2624.626221
	Iteration 0F: 2 clusters Score -5299846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -5273320.000000 Penalty: 5249.252441
	Iteration 0F: 3 clusters Score -5273320 nChanged 17942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -5283004.000000 Penalty: 5249.252441
	Iteration 1F: 3 clusters Score -5283004 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -5283538.500000 Penalty: 5249.252441
	Iteration 2Q: 3 clusters Score -5283538 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -5284055.500000 Penalty: 5249.252441
	Iteration 3Q: 3 clusters Score -5284056 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -5284544.500000 Penalty: 5249.252441
	Iteration 4Q: 3 clusters Score -5284544 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -5285221.000000 Penalty: 5249.252441
	Iteration 5Q: 3 clusters Score -5285221 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -5286084.500000 Penalty: 5249.252441
	Iteration 6Q: 3 clusters Score -5286084 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -5287287.500000 Penalty: 5249.252441
	Iteration 7F: 3 clusters Score -5287288 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -5288764.000000 Penalty: 5249.252441
	Iteration 8F: 3 clusters Score -5288764 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -5290332.000000 Penalty: 5249.252441
	Iteration 9F: 3 clusters Score -5290332 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -5291726.000000 Penalty: 5249.252441
	Iteration 10F: 3 clusters Score -5291726 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -5292900.500000 Penalty: 5249.252441
	Iteration 11F: 3 clusters Score -5292900 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -5293803.500000 Penalty: 5249.252441
	Iteration 12Q: 3 clusters Score -5293804 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -5294535.500000 Penalty: 5249.252441
	Iteration 13Q: 3 clusters Score -5294536 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -5295208.000000 Penalty: 5249.252441
	Iteration 14Q: 3 clusters Score -5295208 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -5295955.000000 Penalty: 5249.252441
	Iteration 15Q: 3 clusters Score -5295955 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -5297031.500000 Penalty: 5249.252441
	Iteration 16Q: 3 clusters Score -5297032 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -5298168.000000 Penalty: 5249.252441
	Iteration 17Q: 3 clusters Score -5298168 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -5298414.000000 Penalty: 5249.252441
	Iteration 18Q: 3 clusters Score -5298414 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -5298522.500000 Penalty: 5249.252441
	Iteration 19Q: 3 clusters Score -5298522 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -5298552.000000 Penalty: 5249.252441
	Iteration 20F: 3 clusters Score -5298552 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -5298614.000000 Penalty: 5249.252441
	Iteration 21Q: 3 clusters Score -5298614 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -5298673.000000 Penalty: 5249.252441
	Iteration 22Q: 3 clusters Score -5298673 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -5298713.500000 Penalty: 5249.252441
	Iteration 23Q: 3 clusters Score -5298714 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -5298740.000000 Penalty: 5249.252441
	Iteration 24Q: 3 clusters Score -5298740 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -5298788.500000 Penalty: 5249.252441
	Iteration 25Q: 3 clusters Score -5298788 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -5298801.500000 Penalty: 5249.252441
	Iteration 26Q: 3 clusters Score -5298802 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -5298811.500000 Penalty: 5249.252441
	Iteration 27Q: 3 clusters Score -5298812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -5298832.500000 Penalty: 5249.252441
	Iteration 28Q: 3 clusters Score -5298832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -5298833.000000 Penalty: 5249.252441
	Iteration 29Q: 3 clusters Score -5298833 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -5298833.500000 Penalty: 5249.252441
	Iteration 30Q: 3 clusters Score -5298834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -5298833.500000 Penalty: 5249.252441
	Iteration 31Q: 3 clusters Score -5298834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -5298832.500000 Penalty: 5249.252441
	Iteration 32Q: 3 clusters Score -5298832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -5298837.500000 Penalty: 5249.252441
	Iteration 33Q: 3 clusters Score -5298838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -5298843.500000 Penalty: 5249.252441
	Iteration 34Q: 3 clusters Score -5298844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -5298840.000000 Penalty: 5249.252441
	Iteration 35Q: 3 clusters Score -5298840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -5298836.000000 Penalty: 5249.252441
	Iteration 36Q: 3 clusters Score -5298836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -5298846.500000 Penalty: 5249.252441
	Iteration 37Q: 3 clusters Score -5298846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -5298838.500000 Penalty: 5249.252441
	Iteration 38Q: 3 clusters Score -5298838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -5298853.000000 Penalty: 5249.252441
	Iteration 39Q: 3 clusters Score -5298853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -5298849.500000 Penalty: 5249.252441
	Iteration 40F: 3 clusters Score -5298850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -5298844.500000 Penalty: 5249.252441
	Iteration 41Q: 3 clusters Score -5298844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -5298844.500000 Penalty: 5249.252441
	Iteration 42Q: 3 clusters Score -5298844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -5298837.500000 Penalty: 5249.252441
	Iteration 43Q: 3 clusters Score -5298838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -5298838.500000 Penalty: 5249.252441
	Iteration 44Q: 3 clusters Score -5298838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -5298841.000000 Penalty: 5249.252441
	Iteration 45Q: 3 clusters Score -5298841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -5298838.000000 Penalty: 5249.252441
	Iteration 46Q: 3 clusters Score -5298838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -5298839.000000 Penalty: 5249.252441
	Iteration 47Q: 3 clusters Score -5298839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -5298845.500000 Penalty: 5249.252441
	Iteration 48Q: 3 clusters Score -5298846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -5298842.500000 Penalty: 5249.252441
	Iteration 49Q: 3 clusters Score -5298842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -5298840.000000 Penalty: 5249.252441
	Iteration 50Q: 3 clusters Score -5298840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -5298840.000000 Penalty: 5249.252441
	Iteration 51F: 3 clusters Score -5298840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Entering Unmasked Estep 
Score: -2732048.750000 Penalty: 2462.273193
	Iteration 0F: 2 clusters Score -2732049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2717577.000000 Penalty: 4924.546387
	Iteration 0F: 3 clusters Score -2717577 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2722428.250000 Penalty: 4924.546387
	Iteration 1F: 3 clusters Score -2722428 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2722919.750000 Penalty: 4924.546387
	Iteration 2F: 3 clusters Score -2722920 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2723357.250000 Penalty: 4924.546387
	Iteration 3F: 3 clusters Score -2723357 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2723757.750000 Penalty: 4924.546387
	Iteration 4Q: 3 clusters Score -2723758 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2724241.250000 Penalty: 4924.546387
	Iteration 5Q: 3 clusters Score -2724241 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2724853.250000 Penalty: 4924.546387
	Iteration 6F: 3 clusters Score -2724853 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2725470.750000 Penalty: 4924.546387
	Iteration 7F: 3 clusters Score -2725471 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2726124.250000 Penalty: 4924.546387
	Iteration 8F: 3 clusters Score -2726124 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2726702.250000 Penalty: 4924.546387
	Iteration 9Q: 3 clusters Score -2726702 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2727269.500000 Penalty: 4924.546387
	Iteration 10Q: 3 clusters Score -2727270 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2727717.750000 Penalty: 4924.546387
	Iteration 11Q: 3 clusters Score -2727718 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2728137.500000 Penalty: 4924.546387
	Iteration 12Q: 3 clusters Score -2728138 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2728520.750000 Penalty: 4924.546387
	Iteration 13Q: 3 clusters Score -2728521 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2728851.250000 Penalty: 4924.546387
	Iteration 14Q: 3 clusters Score -2728851 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2729123.500000 Penalty: 4924.546387
	Iteration 15Q: 3 clusters Score -2729124 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2729367.750000 Penalty: 4924.546387
	Iteration 16Q: 3 clusters Score -2729368 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2729562.500000 Penalty: 4924.546387
	Iteration 17Q: 3 clusters Score -2729562 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2729693.500000 Penalty: 4924.546387
	Iteration 18Q: 3 clusters Score -2729694 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2729805.750000 Penalty: 4924.546387
	Iteration 19Q: 3 clusters Score -2729806 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2729874.750000 Penalty: 4924.546387
	Iteration 20F: 3 clusters Score -2729875 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2729951.250000 Penalty: 4924.546387
	Iteration 21Q: 3 clusters Score -2729951 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2729998.000000 Penalty: 4924.546387
	Iteration 22Q: 3 clusters Score -2729998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2730035.750000 Penalty: 4924.546387
	Iteration 23Q: 3 clusters Score -2730036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2730065.000000 Penalty: 4924.546387
	Iteration 24Q: 3 clusters Score -2730065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2730081.750000 Penalty: 4924.546387
	Iteration 25Q: 3 clusters Score -2730082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2730104.000000 Penalty: 4924.546387
	Iteration 26Q: 3 clusters Score -2730104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2730122.000000 Penalty: 4924.546387
	Iteration 27Q: 3 clusters Score -2730122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2730133.750000 Penalty: 4924.546387
	Iteration 28Q: 3 clusters Score -2730134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2730148.750000 Penalty: 4924.546387
	Iteration 29Q: 3 clusters Score -2730149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2730150.000000 Penalty: 4924.546387
	Iteration 30Q: 3 clusters Score -2730150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2730151.250000 Penalty: 4924.546387
	Iteration 31Q: 3 clusters Score -2730151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2730158.750000 Penalty: 4924.546387
	Iteration 32Q: 3 clusters Score -2730159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2730160.000000 Penalty: 4924.546387
	Iteration 33Q: 3 clusters Score -2730160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2730158.000000 Penalty: 4924.546387
	Iteration 34Q: 3 clusters Score -2730158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2730159.000000 Penalty: 4924.546387
	Iteration 35Q: 3 clusters Score -2730159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2730159.750000 Penalty: 4924.546387
	Iteration 36Q: 3 clusters Score -2730160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2730162.750000 Penalty: 4924.546387
	Iteration 37Q: 3 clusters Score -2730163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2730164.500000 Penalty: 4924.546387
	Iteration 38Q: 3 clusters Score -2730164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2730167.250000 Penalty: 4924.546387
	Iteration 39Q: 3 clusters Score -2730167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2730167.500000 Penalty: 4924.546387
	Iteration 40F: 3 clusters Score -2730168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2730166.500000 Penalty: 4924.546387
	Iteration 41Q: 3 clusters Score -2730166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2730168.250000 Penalty: 4924.546387
	Iteration 42Q: 3 clusters Score -2730168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2730168.750000 Penalty: 4924.546387
	Iteration 43Q: 3 clusters Score -2730169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2730168.750000 Penalty: 4924.546387
	Iteration 44F: 3 clusters Score -2730169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -140128.828125 Penalty: 1734.267822
	Iteration 0F: 2 clusters Score -140128.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -138135.281250 Penalty: 3468.535645
	Iteration 0F: 3 clusters Score -138135.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -138453.937500 Penalty: 3468.535645
	Iteration 1F: 3 clusters Score -138453.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -138590.718750 Penalty: 3468.535645
	Iteration 2F: 3 clusters Score -138590.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -138771.625000 Penalty: 3468.535645
	Iteration 3F: 3 clusters Score -138771.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -139118.343750 Penalty: 3468.535645
	Iteration 4F: 3 clusters Score -139118.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -139409.640625 Penalty: 3468.535645
	Iteration 5F: 3 clusters Score -139409.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -139595.109375 Penalty: 3468.535645
	Iteration 6F: 3 clusters Score -139595.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -139734.046875 Penalty: 3468.535645
	Iteration 7Q: 3 clusters Score -139734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -139918.703125 Penalty: 3468.535645
	Iteration 8Q: 3 clusters Score -139918.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -140005.515625 Penalty: 3468.535645
	Iteration 9Q: 3 clusters Score -140005.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -140041.343750 Penalty: 3468.535645
	Iteration 10Q: 3 clusters Score -140041.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -140061.078125 Penalty: 3468.535645
	Iteration 11Q: 3 clusters Score -140061.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -140080.953125 Penalty: 3468.535645
	Iteration 12Q: 3 clusters Score -140081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -140292.859375 Penalty: 3468.535645
	Iteration 13Q: 3 clusters Score -140292.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -140336.828125 Penalty: 3468.535645
	Iteration 14Q: 3 clusters Score -140336.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -140370.140625 Penalty: 3468.535645
	Iteration 15Q: 3 clusters Score -140370.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -140405.546875 Penalty: 3468.535645
	Iteration 16Q: 3 clusters Score -140405.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -140449.515625 Penalty: 3468.535645
	Iteration 17Q: 3 clusters Score -140449.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -140485.062500 Penalty: 3468.535645
	Iteration 18Q: 3 clusters Score -140485.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -140516.375000 Penalty: 3468.535645
	Iteration 19Q: 3 clusters Score -140516.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -140540.265625 Penalty: 3468.535645
	Iteration 20F: 3 clusters Score -140540.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -140557.125000 Penalty: 3468.535645
	Iteration 21Q: 3 clusters Score -140557.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -140567.671875 Penalty: 3468.535645
	Iteration 22Q: 3 clusters Score -140567.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -140583.015625 Penalty: 3468.535645
	Iteration 23Q: 3 clusters Score -140583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -140604.906250 Penalty: 3468.535645
	Iteration 24Q: 3 clusters Score -140604.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -140621.046875 Penalty: 3468.535645
	Iteration 25Q: 3 clusters Score -140621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -140638.578125 Penalty: 3468.535645
	Iteration 26Q: 3 clusters Score -140638.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -140651.546875 Penalty: 3468.535645
	Iteration 27Q: 3 clusters Score -140651.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -140669.656250 Penalty: 3468.535645
	Iteration 28Q: 3 clusters Score -140669.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -140685.359375 Penalty: 3468.535645
	Iteration 29Q: 3 clusters Score -140685.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -140696.859375 Penalty: 3468.535645
	Iteration 30Q: 3 clusters Score -140696.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -140699.937500 Penalty: 3468.535645
	Iteration 31Q: 3 clusters Score -140699.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -140701.390625 Penalty: 3468.535645
	Iteration 32Q: 3 clusters Score -140701.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -140704.265625 Penalty: 3468.535645
	Iteration 33Q: 3 clusters Score -140704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -140707.218750 Penalty: 3468.535645
	Iteration 34Q: 3 clusters Score -140707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -140714.046875 Penalty: 3468.535645
	Iteration 35Q: 3 clusters Score -140714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -140721.281250 Penalty: 3468.535645
	Iteration 36Q: 3 clusters Score -140721.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -140734.671875 Penalty: 3468.535645
	Iteration 37Q: 3 clusters Score -140734.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -140756.203125 Penalty: 3468.535645
	Iteration 38Q: 3 clusters Score -140756.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -140775.250000 Penalty: 3468.535645
	Iteration 39Q: 3 clusters Score -140775.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -140784.468750 Penalty: 3468.535645
	Iteration 40F: 3 clusters Score -140784.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -140793.296875 Penalty: 3468.535645
	Iteration 41Q: 3 clusters Score -140793.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -140798.921875 Penalty: 3468.535645
	Iteration 42Q: 3 clusters Score -140798.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -140803.859375 Penalty: 3468.535645
	Iteration 43Q: 3 clusters Score -140803.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -140807.921875 Penalty: 3468.535645
	Iteration 44Q: 3 clusters Score -140807.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -140809.984375 Penalty: 3468.535645
	Iteration 45Q: 3 clusters Score -140810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -140809.984375 Penalty: 3468.535645
	Iteration 46F: 3 clusters Score -140810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20184 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27256 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294769 members 
Mstep: Class 8 contains 7721 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 158497 members 
Mstep: Class 11 contains 39465 members 
Mstep: Class 12 contains 20507 members 
Mstep: Class 13 contains 386 members 
Mstep: Class 14 contains 10395 members 
Mstep: Class 15 contains 21361 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52693 members 
Mstep: Class 18 contains 124433 members 
Mstep: Class 19 contains 703 members 
Mstep: Class 20 contains 205373 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
Score: -135787600.000000 Penalty: 78787.804688
Splitting cluster 13 changes total score from -135788848.000000 to -135787600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (10395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Entering Unmasked Estep 
Score: -1452247.500000 Penalty: 2293.771973
	Iteration 0F: 2 clusters Score -1452248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1444323.125000 Penalty: 4587.543945
	Iteration 0F: 3 clusters Score -1444323 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1446745.625000 Penalty: 4587.543945
	Iteration 1F: 3 clusters Score -1446746 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1447022.875000 Penalty: 4587.543945
	Iteration 2F: 3 clusters Score -1447023 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1447216.000000 Penalty: 4587.543945
	Iteration 3Q: 3 clusters Score -1447216 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1447367.000000 Penalty: 4587.543945
	Iteration 4Q: 3 clusters Score -1447367 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1447486.125000 Penalty: 4587.543945
	Iteration 5Q: 3 clusters Score -1447486 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1447577.125000 Penalty: 4587.543945
	Iteration 6Q: 3 clusters Score -1447577 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1447685.750000 Penalty: 4587.543945
	Iteration 7Q: 3 clusters Score -1447686 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1447812.750000 Penalty: 4587.543945
	Iteration 8Q: 3 clusters Score -1447813 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1447979.500000 Penalty: 4587.543945
	Iteration 9Q: 3 clusters Score -1447980 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1448152.875000 Penalty: 4587.543945
	Iteration 10Q: 3 clusters Score -1448153 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1448355.125000 Penalty: 4587.543945
	Iteration 11Q: 3 clusters Score -1448355 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1448566.125000 Penalty: 4587.543945
	Iteration 12Q: 3 clusters Score -1448566 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1448801.750000 Penalty: 4587.543945
	Iteration 13Q: 3 clusters Score -1448802 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1449050.250000 Penalty: 4587.543945
	Iteration 14Q: 3 clusters Score -1449050 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1449318.125000 Penalty: 4587.543945
	Iteration 15Q: 3 clusters Score -1449318 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1449568.250000 Penalty: 4587.543945
	Iteration 16Q: 3 clusters Score -1449568 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1449752.625000 Penalty: 4587.543945
	Iteration 17Q: 3 clusters Score -1449753 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1449879.000000 Penalty: 4587.543945
	Iteration 18Q: 3 clusters Score -1449879 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1449952.000000 Penalty: 4587.543945
	Iteration 19Q: 3 clusters Score -1449952 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1450000.250000 Penalty: 4587.543945
	Iteration 20F: 3 clusters Score -1450000 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1450034.000000 Penalty: 4587.543945
	Iteration 21Q: 3 clusters Score -1450034 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1450056.375000 Penalty: 4587.543945
	Iteration 22Q: 3 clusters Score -1450056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1450068.000000 Penalty: 4587.543945
	Iteration 23Q: 3 clusters Score -1450068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1450075.875000 Penalty: 4587.543945
	Iteration 24Q: 3 clusters Score -1450076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1450086.750000 Penalty: 4587.543945
	Iteration 25Q: 3 clusters Score -1450087 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1450098.375000 Penalty: 4587.543945
	Iteration 26Q: 3 clusters Score -1450098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1450104.250000 Penalty: 4587.543945
	Iteration 27Q: 3 clusters Score -1450104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1450110.750000 Penalty: 4587.543945
	Iteration 28Q: 3 clusters Score -1450111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1450116.375000 Penalty: 4587.543945
	Iteration 29Q: 3 clusters Score -1450116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1450120.625000 Penalty: 4587.543945
	Iteration 30Q: 3 clusters Score -1450121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1450126.250000 Penalty: 4587.543945
	Iteration 31Q: 3 clusters Score -1450126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1450128.375000 Penalty: 4587.543945
	Iteration 32Q: 3 clusters Score -1450128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1450132.625000 Penalty: 4587.543945
	Iteration 33Q: 3 clusters Score -1450133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1450132.625000 Penalty: 4587.543945
	Iteration 34Q: 3 clusters Score -1450133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1450132.000000 Penalty: 4587.543945
	Iteration 35Q: 3 clusters Score -1450132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1450134.250000 Penalty: 4587.543945
	Iteration 36Q: 3 clusters Score -1450134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1450134.500000 Penalty: 4587.543945
	Iteration 37Q: 3 clusters Score -1450134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1450141.250000 Penalty: 4587.543945
	Iteration 38Q: 3 clusters Score -1450141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1450141.875000 Penalty: 4587.543945
	Iteration 39Q: 3 clusters Score -1450142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1450144.625000 Penalty: 4587.543945
	Iteration 40F: 3 clusters Score -1450145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1450144.125000 Penalty: 4587.543945
	Iteration 41Q: 3 clusters Score -1450144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1450146.375000 Penalty: 4587.543945
	Iteration 42Q: 3 clusters Score -1450146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1450151.375000 Penalty: 4587.543945
	Iteration 43Q: 3 clusters Score -1450151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1450159.250000 Penalty: 4587.543945
	Iteration 44Q: 3 clusters Score -1450159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1450158.875000 Penalty: 4587.543945
	Iteration 45Q: 3 clusters Score -1450159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1450162.000000 Penalty: 4587.543945
	Iteration 46Q: 3 clusters Score -1450162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1450162.375000 Penalty: 4587.543945
	Iteration 47Q: 3 clusters Score -1450162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1450166.875000 Penalty: 4587.543945
	Iteration 48Q: 3 clusters Score -1450167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1450171.250000 Penalty: 4587.543945
	Iteration 49Q: 3 clusters Score -1450171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1450168.875000 Penalty: 4587.543945
	Iteration 50Q: 3 clusters Score -1450169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1450175.125000 Penalty: 4587.543945
	Iteration 51Q: 3 clusters Score -1450175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1450172.875000 Penalty: 4587.543945
	Iteration 52Q: 3 clusters Score -1450173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1450176.875000 Penalty: 4587.543945
	Iteration 53Q: 3 clusters Score -1450177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1450182.375000 Penalty: 4587.543945
	Iteration 54Q: 3 clusters Score -1450182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1450182.000000 Penalty: 4587.543945
	Iteration 55Q: 3 clusters Score -1450182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1450185.750000 Penalty: 4587.543945
	Iteration 56Q: 3 clusters Score -1450186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1450189.250000 Penalty: 4587.543945
	Iteration 57Q: 3 clusters Score -1450189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1450199.625000 Penalty: 4587.543945
	Iteration 58Q: 3 clusters Score -1450200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1450203.000000 Penalty: 4587.543945
	Iteration 59Q: 3 clusters Score -1450203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1450206.500000 Penalty: 4587.543945
	Iteration 60F: 3 clusters Score -1450206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1450204.500000 Penalty: 4587.543945
	Iteration 61Q: 3 clusters Score -1450204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1450213.125000 Penalty: 4587.543945
	Iteration 62Q: 3 clusters Score -1450213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1450219.375000 Penalty: 4587.543945
	Iteration 63Q: 3 clusters Score -1450219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1450220.125000 Penalty: 4587.543945
	Iteration 64Q: 3 clusters Score -1450220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1450222.000000 Penalty: 4587.543945
	Iteration 65Q: 3 clusters Score -1450222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1450225.000000 Penalty: 4587.543945
	Iteration 66Q: 3 clusters Score -1450225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1450226.250000 Penalty: 4587.543945
	Iteration 67Q: 3 clusters Score -1450226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1450230.875000 Penalty: 4587.543945
	Iteration 68Q: 3 clusters Score -1450231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1450232.000000 Penalty: 4587.543945
	Iteration 69Q: 3 clusters Score -1450232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1450233.250000 Penalty: 4587.543945
	Iteration 70Q: 3 clusters Score -1450233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1450239.750000 Penalty: 4587.543945
	Iteration 71Q: 3 clusters Score -1450240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1450247.000000 Penalty: 4587.543945
	Iteration 72Q: 3 clusters Score -1450247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1450248.250000 Penalty: 4587.543945
	Iteration 73Q: 3 clusters Score -1450248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1450249.750000 Penalty: 4587.543945
	Iteration 74Q: 3 clusters Score -1450250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1450255.750000 Penalty: 4587.543945
	Iteration 75Q: 3 clusters Score -1450256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1450256.125000 Penalty: 4587.543945
	Iteration 76Q: 3 clusters Score -1450256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1450256.000000 Penalty: 4587.543945
	Iteration 77Q: 3 clusters Score -1450256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1450255.625000 Penalty: 4587.543945
	Iteration 78Q: 3 clusters Score -1450256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1450255.750000 Penalty: 4587.543945
	Iteration 79Q: 3 clusters Score -1450256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1450258.000000 Penalty: 4587.543945
	Iteration 80F: 3 clusters Score -1450258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1450257.250000 Penalty: 4587.543945
	Iteration 81Q: 3 clusters Score -1450257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1450257.750000 Penalty: 4587.543945
	Iteration 82Q: 3 clusters Score -1450258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1450256.500000 Penalty: 4587.543945
	Iteration 83Q: 3 clusters Score -1450256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1450255.500000 Penalty: 4587.543945
	Iteration 84Q: 3 clusters Score -1450256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1450257.750000 Penalty: 4587.543945
	Iteration 85Q: 3 clusters Score -1450258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1450256.875000 Penalty: 4587.543945
	Iteration 86Q: 3 clusters Score -1450257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1450261.000000 Penalty: 4587.543945
	Iteration 87Q: 3 clusters Score -1450261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1450259.375000 Penalty: 4587.543945
	Iteration 88Q: 3 clusters Score -1450259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1450259.375000 Penalty: 4587.543945
	Iteration 89F: 3 clusters Score -1450259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Entering Unmasked Estep 
Score: -3009958.000000 Penalty: 2472.391846
	Iteration 0F: 2 clusters Score -3009958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2995001.500000 Penalty: 4944.783691
	Iteration 0F: 3 clusters Score -2995002 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -3000037.500000 Penalty: 4944.783691
	Iteration 1F: 3 clusters Score -3000038 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -3000401.500000 Penalty: 4944.783691
	Iteration 2Q: 3 clusters Score -3000402 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3000662.750000 Penalty: 4944.783691
	Iteration 3Q: 3 clusters Score -3000663 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -3000903.000000 Penalty: 4944.783691
	Iteration 4Q: 3 clusters Score -3000903 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -3001160.500000 Penalty: 4944.783691
	Iteration 5Q: 3 clusters Score -3001160 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -3001409.750000 Penalty: 4944.783691
	Iteration 6Q: 3 clusters Score -3001410 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -3001678.000000 Penalty: 4944.783691
	Iteration 7Q: 3 clusters Score -3001678 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -3001965.000000 Penalty: 4944.783691
	Iteration 8Q: 3 clusters Score -3001965 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -3002257.750000 Penalty: 4944.783691
	Iteration 9Q: 3 clusters Score -3002258 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -3002618.750000 Penalty: 4944.783691
	Iteration 10Q: 3 clusters Score -3002619 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -3003066.750000 Penalty: 4944.783691
	Iteration 11Q: 3 clusters Score -3003067 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3003645.500000 Penalty: 4944.783691
	Iteration 12Q: 3 clusters Score -3003646 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3004305.500000 Penalty: 4944.783691
	Iteration 13Q: 3 clusters Score -3004306 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3004940.750000 Penalty: 4944.783691
	Iteration 14Q: 3 clusters Score -3004941 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3005365.000000 Penalty: 4944.783691
	Iteration 15Q: 3 clusters Score -3005365 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -3005627.750000 Penalty: 4944.783691
	Iteration 16Q: 3 clusters Score -3005628 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3005771.250000 Penalty: 4944.783691
	Iteration 17Q: 3 clusters Score -3005771 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3005876.500000 Penalty: 4944.783691
	Iteration 18Q: 3 clusters Score -3005876 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -3005952.000000 Penalty: 4944.783691
	Iteration 19Q: 3 clusters Score -3005952 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3006024.250000 Penalty: 4944.783691
	Iteration 20F: 3 clusters Score -3006024 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3006084.500000 Penalty: 4944.783691
	Iteration 21Q: 3 clusters Score -3006084 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -3006144.750000 Penalty: 4944.783691
	Iteration 22Q: 3 clusters Score -3006145 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -3006210.500000 Penalty: 4944.783691
	Iteration 23Q: 3 clusters Score -3006210 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3006267.500000 Penalty: 4944.783691
	Iteration 24Q: 3 clusters Score -3006268 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -3006313.000000 Penalty: 4944.783691
	Iteration 25Q: 3 clusters Score -3006313 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -3006356.750000 Penalty: 4944.783691
	Iteration 26Q: 3 clusters Score -3006357 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -3006394.500000 Penalty: 4944.783691
	Iteration 27Q: 3 clusters Score -3006394 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -3006419.500000 Penalty: 4944.783691
	Iteration 28Q: 3 clusters Score -3006420 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -3006469.250000 Penalty: 4944.783691
	Iteration 29Q: 3 clusters Score -3006469 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3006508.750000 Penalty: 4944.783691
	Iteration 30Q: 3 clusters Score -3006509 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3006527.250000 Penalty: 4944.783691
	Iteration 31Q: 3 clusters Score -3006527 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3006562.750000 Penalty: 4944.783691
	Iteration 32Q: 3 clusters Score -3006563 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3006601.250000 Penalty: 4944.783691
	Iteration 33Q: 3 clusters Score -3006601 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -3006632.500000 Penalty: 4944.783691
	Iteration 34Q: 3 clusters Score -3006632 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -3006665.500000 Penalty: 4944.783691
	Iteration 35Q: 3 clusters Score -3006666 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3006698.750000 Penalty: 4944.783691
	Iteration 36Q: 3 clusters Score -3006699 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -3006737.000000 Penalty: 4944.783691
	Iteration 37Q: 3 clusters Score -3006737 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -3006776.500000 Penalty: 4944.783691
	Iteration 38Q: 3 clusters Score -3006776 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -3006830.750000 Penalty: 4944.783691
	Iteration 39Q: 3 clusters Score -3006831 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -3006884.250000 Penalty: 4944.783691
	Iteration 40F: 3 clusters Score -3006884 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3006931.500000 Penalty: 4944.783691
	Iteration 41Q: 3 clusters Score -3006932 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -3006992.000000 Penalty: 4944.783691
	Iteration 42Q: 3 clusters Score -3006992 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -3007029.500000 Penalty: 4944.783691
	Iteration 43Q: 3 clusters Score -3007030 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3007063.750000 Penalty: 4944.783691
	Iteration 44Q: 3 clusters Score -3007064 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3007103.250000 Penalty: 4944.783691
	Iteration 45Q: 3 clusters Score -3007103 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3007136.500000 Penalty: 4944.783691
	Iteration 46Q: 3 clusters Score -3007136 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3007169.250000 Penalty: 4944.783691
	Iteration 47Q: 3 clusters Score -3007169 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3007191.000000 Penalty: 4944.783691
	Iteration 48Q: 3 clusters Score -3007191 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3007216.500000 Penalty: 4944.783691
	Iteration 49Q: 3 clusters Score -3007216 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3007232.500000 Penalty: 4944.783691
	Iteration 50Q: 3 clusters Score -3007232 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3007258.750000 Penalty: 4944.783691
	Iteration 51Q: 3 clusters Score -3007259 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3007288.750000 Penalty: 4944.783691
	Iteration 52Q: 3 clusters Score -3007289 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3007321.000000 Penalty: 4944.783691
	Iteration 53Q: 3 clusters Score -3007321 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3007340.500000 Penalty: 4944.783691
	Iteration 54Q: 3 clusters Score -3007340 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3007361.250000 Penalty: 4944.783691
	Iteration 55Q: 3 clusters Score -3007361 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3007403.750000 Penalty: 4944.783691
	Iteration 56Q: 3 clusters Score -3007404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3007427.750000 Penalty: 4944.783691
	Iteration 57Q: 3 clusters Score -3007428 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3007455.250000 Penalty: 4944.783691
	Iteration 58Q: 3 clusters Score -3007455 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3007475.000000 Penalty: 4944.783691
	Iteration 59Q: 3 clusters Score -3007475 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3007497.250000 Penalty: 4944.783691
	Iteration 60F: 3 clusters Score -3007497 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3007510.000000 Penalty: 4944.783691
	Iteration 61Q: 3 clusters Score -3007510 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3007517.250000 Penalty: 4944.783691
	Iteration 62Q: 3 clusters Score -3007517 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3007543.500000 Penalty: 4944.783691
	Iteration 63Q: 3 clusters Score -3007544 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3007575.500000 Penalty: 4944.783691
	Iteration 64Q: 3 clusters Score -3007576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3007595.750000 Penalty: 4944.783691
	Iteration 65Q: 3 clusters Score -3007596 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3007628.500000 Penalty: 4944.783691
	Iteration 66Q: 3 clusters Score -3007628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3007640.000000 Penalty: 4944.783691
	Iteration 67Q: 3 clusters Score -3007640 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3007664.750000 Penalty: 4944.783691
	Iteration 68Q: 3 clusters Score -3007665 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3007686.750000 Penalty: 4944.783691
	Iteration 69Q: 3 clusters Score -3007687 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3007694.750000 Penalty: 4944.783691
	Iteration 70Q: 3 clusters Score -3007695 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3007713.750000 Penalty: 4944.783691
	Iteration 71Q: 3 clusters Score -3007714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3007733.500000 Penalty: 4944.783691
	Iteration 72Q: 3 clusters Score -3007734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3007750.750000 Penalty: 4944.783691
	Iteration 73Q: 3 clusters Score -3007751 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3007764.750000 Penalty: 4944.783691
	Iteration 74Q: 3 clusters Score -3007765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3007777.000000 Penalty: 4944.783691
	Iteration 75Q: 3 clusters Score -3007777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3007797.000000 Penalty: 4944.783691
	Iteration 76Q: 3 clusters Score -3007797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3007804.000000 Penalty: 4944.783691
	Iteration 77Q: 3 clusters Score -3007804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3007814.000000 Penalty: 4944.783691
	Iteration 78Q: 3 clusters Score -3007814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3007837.750000 Penalty: 4944.783691
	Iteration 79Q: 3 clusters Score -3007838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3007841.250000 Penalty: 4944.783691
	Iteration 80F: 3 clusters Score -3007841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3007843.000000 Penalty: 4944.783691
	Iteration 81Q: 3 clusters Score -3007843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3007861.750000 Penalty: 4944.783691
	Iteration 82Q: 3 clusters Score -3007862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3007871.000000 Penalty: 4944.783691
	Iteration 83Q: 3 clusters Score -3007871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3007882.500000 Penalty: 4944.783691
	Iteration 84Q: 3 clusters Score -3007882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3007886.250000 Penalty: 4944.783691
	Iteration 85Q: 3 clusters Score -3007886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3007890.500000 Penalty: 4944.783691
	Iteration 86Q: 3 clusters Score -3007890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3007896.250000 Penalty: 4944.783691
	Iteration 87Q: 3 clusters Score -3007896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3007894.250000 Penalty: 4944.783691
	Iteration 88Q: 3 clusters Score -3007894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3007893.500000 Penalty: 4944.783691
	Iteration 89Q: 3 clusters Score -3007894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3007894.250000 Penalty: 4944.783691
	Iteration 90Q: 3 clusters Score -3007894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3007899.250000 Penalty: 4944.783691
	Iteration 91Q: 3 clusters Score -3007899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3007898.250000 Penalty: 4944.783691
	Iteration 92Q: 3 clusters Score -3007898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3007900.500000 Penalty: 4944.783691
	Iteration 93Q: 3 clusters Score -3007900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3007904.250000 Penalty: 4944.783691
	Iteration 94Q: 3 clusters Score -3007904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3007901.000000 Penalty: 4944.783691
	Iteration 95Q: 3 clusters Score -3007901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3007907.000000 Penalty: 4944.783691
	Iteration 96Q: 3 clusters Score -3007907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3007906.750000 Penalty: 4944.783691
	Iteration 97Q: 3 clusters Score -3007907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3007909.500000 Penalty: 4944.783691
	Iteration 98Q: 3 clusters Score -3007910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3007908.750000 Penalty: 4944.783691
	Iteration 99Q: 3 clusters Score -3007909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3007910.750000 Penalty: 4944.783691
	Iteration 100F: 3 clusters Score -3007911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -27621.113281 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -27621.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26540.421875 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -26540.42 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26734.832031 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -26734.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26856.003906 Penalty: 2726.595459
	Iteration 2F: 3 clusters Score -26856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26913.884766 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -26913.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26958.183594 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -26958.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27021.816406 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -27021.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27114.230469 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -27114.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27232.871094 Penalty: 2726.595459
	Iteration 7Q: 3 clusters Score -27232.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27292.457031 Penalty: 2726.595459
	Iteration 8Q: 3 clusters Score -27292.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27313.888672 Penalty: 2726.595459
	Iteration 9Q: 3 clusters Score -27313.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27362.691406 Penalty: 2726.595459
	Iteration 10Q: 3 clusters Score -27362.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27426.308594 Penalty: 2726.595459
	Iteration 11Q: 3 clusters Score -27426.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27426.308594 Penalty: 2726.595459
	Iteration 12F: 3 clusters Score -27426.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Entering Unmasked Estep 
Score: -7115841.000000 Penalty: 2696.314941
	Iteration 0F: 2 clusters Score -7115841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -7080216.000000 Penalty: 5392.629883
	Iteration 0F: 3 clusters Score -7080216 nChanged 24438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -7094286.500000 Penalty: 5392.629883
	Iteration 1F: 3 clusters Score -7094286 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -7095112.500000 Penalty: 5392.629883
	Iteration 2Q: 3 clusters Score -7095112 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -7096104.500000 Penalty: 5392.629883
	Iteration 3Q: 3 clusters Score -7096104 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -7097321.500000 Penalty: 5392.629883
	Iteration 4Q: 3 clusters Score -7097322 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -7098800.000000 Penalty: 5392.629883
	Iteration 5F: 3 clusters Score -7098800 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -7100616.000000 Penalty: 5392.629883
	Iteration 6F: 3 clusters Score -7100616 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -7102888.000000 Penalty: 5392.629883
	Iteration 7F: 3 clusters Score -7102888 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -7105461.500000 Penalty: 5392.629883
	Iteration 8F: 3 clusters Score -7105462 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -7108235.000000 Penalty: 5392.629883
	Iteration 9F: 3 clusters Score -7108235 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -7111030.000000 Penalty: 5392.629883
	Iteration 10F: 3 clusters Score -7111030 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -7112929.000000 Penalty: 5392.629883
	Iteration 11Q: 3 clusters Score -7112929 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -7113941.000000 Penalty: 5392.629883
	Iteration 12Q: 3 clusters Score -7113941 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -7114518.000000 Penalty: 5392.629883
	Iteration 13Q: 3 clusters Score -7114518 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -7114823.000000 Penalty: 5392.629883
	Iteration 14Q: 3 clusters Score -7114823 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -7115037.500000 Penalty: 5392.629883
	Iteration 15Q: 3 clusters Score -7115038 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -7115182.500000 Penalty: 5392.629883
	Iteration 16Q: 3 clusters Score -7115182 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -7115234.500000 Penalty: 5392.629883
	Iteration 17Q: 3 clusters Score -7115234 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -7115309.500000 Penalty: 5392.629883
	Iteration 18Q: 3 clusters Score -7115310 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -7115375.500000 Penalty: 5392.629883
	Iteration 19Q: 3 clusters Score -7115376 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -7115416.500000 Penalty: 5392.629883
	Iteration 20F: 3 clusters Score -7115416 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -7115439.000000 Penalty: 5392.629883
	Iteration 21Q: 3 clusters Score -7115439 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -7115485.500000 Penalty: 5392.629883
	Iteration 22Q: 3 clusters Score -7115486 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -7115500.000000 Penalty: 5392.629883
	Iteration 23Q: 3 clusters Score -7115500 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -7115526.000000 Penalty: 5392.629883
	Iteration 24Q: 3 clusters Score -7115526 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -7115534.500000 Penalty: 5392.629883
	Iteration 25Q: 3 clusters Score -7115534 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -7115538.500000 Penalty: 5392.629883
	Iteration 26Q: 3 clusters Score -7115538 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -7115559.500000 Penalty: 5392.629883
	Iteration 27Q: 3 clusters Score -7115560 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -7115552.000000 Penalty: 5392.629883
	Iteration 28Q: 3 clusters Score -7115552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -7115555.500000 Penalty: 5392.629883
	Iteration 29Q: 3 clusters Score -7115556 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -7115564.000000 Penalty: 5392.629883
	Iteration 30Q: 3 clusters Score -7115564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -7115542.000000 Penalty: 5392.629883
	Iteration 31Q: 3 clusters Score -7115542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -7115588.000000 Penalty: 5392.629883
	Iteration 32Q: 3 clusters Score -7115588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -7115570.500000 Penalty: 5392.629883
	Iteration 33Q: 3 clusters Score -7115570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -7115559.500000 Penalty: 5392.629883
	Iteration 34Q: 3 clusters Score -7115560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -7115559.500000 Penalty: 5392.629883
	Iteration 35Q: 3 clusters Score -7115560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -7115568.000000 Penalty: 5392.629883
	Iteration 36Q: 3 clusters Score -7115568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -7115558.500000 Penalty: 5392.629883
	Iteration 37Q: 3 clusters Score -7115558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -7115569.500000 Penalty: 5392.629883
	Iteration 38Q: 3 clusters Score -7115570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -7115567.500000 Penalty: 5392.629883
	Iteration 39Q: 3 clusters Score -7115568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -7115572.500000 Penalty: 5392.629883
	Iteration 40F: 3 clusters Score -7115572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -7115573.000000 Penalty: 5392.629883
	Iteration 41Q: 3 clusters Score -7115573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -7115585.000000 Penalty: 5392.629883
	Iteration 42Q: 3 clusters Score -7115585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -7115582.500000 Penalty: 5392.629883
	Iteration 43Q: 3 clusters Score -7115582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -7115582.000000 Penalty: 5392.629883
	Iteration 44Q: 3 clusters Score -7115582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -7115575.000000 Penalty: 5392.629883
	Iteration 45Q: 3 clusters Score -7115575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -7115588.500000 Penalty: 5392.629883
	Iteration 46Q: 3 clusters Score -7115588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -7115584.000000 Penalty: 5392.629883
	Iteration 47Q: 3 clusters Score -7115584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -7115588.500000 Penalty: 5392.629883
	Iteration 48Q: 3 clusters Score -7115588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -7115589.000000 Penalty: 5392.629883
	Iteration 49Q: 3 clusters Score -7115589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -7115587.500000 Penalty: 5392.629883
	Iteration 50Q: 3 clusters Score -7115588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -7115594.000000 Penalty: 5392.629883
	Iteration 51Q: 3 clusters Score -7115594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -7115591.000000 Penalty: 5392.629883
	Iteration 52Q: 3 clusters Score -7115591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -7115596.000000 Penalty: 5392.629883
	Iteration 53Q: 3 clusters Score -7115596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -7115598.000000 Penalty: 5392.629883
	Iteration 54Q: 3 clusters Score -7115598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -7115613.000000 Penalty: 5392.629883
	Iteration 55Q: 3 clusters Score -7115613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -7115605.000000 Penalty: 5392.629883
	Iteration 56Q: 3 clusters Score -7115605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -7115612.000000 Penalty: 5392.629883
	Iteration 57Q: 3 clusters Score -7115612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -7115614.000000 Penalty: 5392.629883
	Iteration 58Q: 3 clusters Score -7115614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -7115610.000000 Penalty: 5392.629883
	Iteration 59Q: 3 clusters Score -7115610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -7115607.000000 Penalty: 5392.629883
	Iteration 60F: 3 clusters Score -7115607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (124433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124433 members 
Entering Unmasked Estep 
Score: -17393066.000000 Penalty: 2909.417480
	Iteration 0F: 2 clusters Score -1.739307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 62228 members 
Entering Unmasked Estep 
Score: -17310386.000000 Penalty: 5818.834961
	Iteration 0F: 3 clusters Score -1.731039e+07 nChanged 59164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 62250 members 
Entering Unmasked Estep 
Score: -17345254.000000 Penalty: 5818.834961
	Iteration 1F: 3 clusters Score -1.734525e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 62518 members 
Entering Unmasked Estep 
Score: -17346768.000000 Penalty: 5818.834961
	Iteration 2Q: 3 clusters Score -1.734677e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61201 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -17349018.000000 Penalty: 5818.834961
	Iteration 3Q: 3 clusters Score -1.734902e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 64493 members 
Entering Unmasked Estep 
Score: -17351574.000000 Penalty: 5818.834961
	Iteration 4Q: 3 clusters Score -1.735157e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -17355354.000000 Penalty: 5818.834961
	Iteration 5F: 3 clusters Score -1.735535e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 69372 members 
Entering Unmasked Estep 
Score: -17360400.000000 Penalty: 5818.834961
	Iteration 6F: 3 clusters Score -1.73604e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 72629 members 
Entering Unmasked Estep 
Score: -17366082.000000 Penalty: 5818.834961
	Iteration 7F: 3 clusters Score -1.736608e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 75770 members 
Entering Unmasked Estep 
Score: -17371680.000000 Penalty: 5818.834961
	Iteration 8F: 3 clusters Score -1.737168e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 78445 members 
Entering Unmasked Estep 
Score: -17375730.000000 Penalty: 5818.834961
	Iteration 9F: 3 clusters Score -1.737573e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 80662 members 
Entering Unmasked Estep 
Score: -17377872.000000 Penalty: 5818.834961
	Iteration 10Q: 3 clusters Score -1.737787e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 82763 members 
Entering Unmasked Estep 
Score: -17379124.000000 Penalty: 5818.834961
	Iteration 11Q: 3 clusters Score -1.737912e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 84770 members 
Entering Unmasked Estep 
Score: -17379984.000000 Penalty: 5818.834961
	Iteration 12Q: 3 clusters Score -1.737998e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 86755 members 
Entering Unmasked Estep 
Score: -17380770.000000 Penalty: 5818.834961
	Iteration 13Q: 3 clusters Score -1.738077e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 88685 members 
Entering Unmasked Estep 
Score: -17381520.000000 Penalty: 5818.834961
	Iteration 14Q: 3 clusters Score -1.738152e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 90566 members 
Entering Unmasked Estep 
Score: -17382176.000000 Penalty: 5818.834961
	Iteration 15Q: 3 clusters Score -1.738218e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 92459 members 
Entering Unmasked Estep 
Score: -17382916.000000 Penalty: 5818.834961
	Iteration 16Q: 3 clusters Score -1.738292e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 94290 members 
Entering Unmasked Estep 
Score: -17383530.000000 Penalty: 5818.834961
	Iteration 17Q: 3 clusters Score -1.738353e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 96053 members 
Entering Unmasked Estep 
Score: -17384126.000000 Penalty: 5818.834961
	Iteration 18Q: 3 clusters Score -1.738413e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 97753 members 
Entering Unmasked Estep 
Score: -17384658.000000 Penalty: 5818.834961
	Iteration 19Q: 3 clusters Score -1.738466e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 99349 members 
Entering Unmasked Estep 
Score: -17385142.000000 Penalty: 5818.834961
	Iteration 20F: 3 clusters Score -1.738514e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 100880 members 
Entering Unmasked Estep 
Score: -17385608.000000 Penalty: 5818.834961
	Iteration 21Q: 3 clusters Score -1.738561e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 102290 members 
Entering Unmasked Estep 
Score: -17386056.000000 Penalty: 5818.834961
	Iteration 22Q: 3 clusters Score -1.738606e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 103618 members 
Entering Unmasked Estep 
Score: -17386424.000000 Penalty: 5818.834961
	Iteration 23Q: 3 clusters Score -1.738642e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 104891 members 
Entering Unmasked Estep 
Score: -17386808.000000 Penalty: 5818.834961
	Iteration 24Q: 3 clusters Score -1.738681e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 106170 members 
Entering Unmasked Estep 
Score: -17387174.000000 Penalty: 5818.834961
	Iteration 25Q: 3 clusters Score -1.738717e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 107377 members 
Entering Unmasked Estep 
Score: -17387502.000000 Penalty: 5818.834961
	Iteration 26Q: 3 clusters Score -1.73875e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 108491 members 
Entering Unmasked Estep 
Score: -17387786.000000 Penalty: 5818.834961
	Iteration 27Q: 3 clusters Score -1.738779e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 109591 members 
Entering Unmasked Estep 
Score: -17388120.000000 Penalty: 5818.834961
	Iteration 28Q: 3 clusters Score -1.738812e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 110603 members 
Entering Unmasked Estep 
Score: -17388466.000000 Penalty: 5818.834961
	Iteration 29Q: 3 clusters Score -1.738847e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 111566 members 
Entering Unmasked Estep 
Score: -17388736.000000 Penalty: 5818.834961
	Iteration 30Q: 3 clusters Score -1.738874e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 112532 members 
Entering Unmasked Estep 
Score: -17388980.000000 Penalty: 5818.834961
	Iteration 31Q: 3 clusters Score -1.738898e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 113431 members 
Entering Unmasked Estep 
Score: -17389186.000000 Penalty: 5818.834961
	Iteration 32Q: 3 clusters Score -1.738919e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 114207 members 
Entering Unmasked Estep 
Score: -17389412.000000 Penalty: 5818.834961
	Iteration 33Q: 3 clusters Score -1.738941e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 114938 members 
Entering Unmasked Estep 
Score: -17389622.000000 Penalty: 5818.834961
	Iteration 34Q: 3 clusters Score -1.738962e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 115614 members 
Entering Unmasked Estep 
Score: -17389788.000000 Penalty: 5818.834961
	Iteration 35Q: 3 clusters Score -1.738979e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 116232 members 
Entering Unmasked Estep 
Score: -17389986.000000 Penalty: 5818.834961
	Iteration 36Q: 3 clusters Score -1.738999e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 116810 members 
Entering Unmasked Estep 
Score: -17390212.000000 Penalty: 5818.834961
	Iteration 37Q: 3 clusters Score -1.739021e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 117347 members 
Entering Unmasked Estep 
Score: -17390422.000000 Penalty: 5818.834961
	Iteration 38Q: 3 clusters Score -1.739042e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 117822 members 
Entering Unmasked Estep 
Score: -17390630.000000 Penalty: 5818.834961
	Iteration 39Q: 3 clusters Score -1.739063e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 118246 members 
Entering Unmasked Estep 
Score: -17390670.000000 Penalty: 5818.834961
	Iteration 40F: 3 clusters Score -1.739067e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 118607 members 
Entering Unmasked Estep 
Score: -17390760.000000 Penalty: 5818.834961
	Iteration 41Q: 3 clusters Score -1.739076e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 118937 members 
Entering Unmasked Estep 
Score: -17390816.000000 Penalty: 5818.834961
	Iteration 42Q: 3 clusters Score -1.739082e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 119227 members 
Entering Unmasked Estep 
Score: -17390892.000000 Penalty: 5818.834961
	Iteration 43Q: 3 clusters Score -1.739089e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 119489 members 
Entering Unmasked Estep 
Score: -17390928.000000 Penalty: 5818.834961
	Iteration 44Q: 3 clusters Score -1.739093e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 119694 members 
Entering Unmasked Estep 
Score: -17390940.000000 Penalty: 5818.834961
	Iteration 45Q: 3 clusters Score -1.739094e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 119862 members 
Entering Unmasked Estep 
Score: -17390958.000000 Penalty: 5818.834961
	Iteration 46Q: 3 clusters Score -1.739096e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 120010 members 
Entering Unmasked Estep 
Score: -17390956.000000 Penalty: 5818.834961
	Iteration 47Q: 3 clusters Score -1.739096e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 120160 members 
Entering Unmasked Estep 
Score: -17391014.000000 Penalty: 5818.834961
	Iteration 48Q: 3 clusters Score -1.739101e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 120294 members 
Entering Unmasked Estep 
Score: -17391000.000000 Penalty: 5818.834961
	Iteration 49Q: 3 clusters Score -1.7391e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 120433 members 
Entering Unmasked Estep 
Score: -17391014.000000 Penalty: 5818.834961
	Iteration 50Q: 3 clusters Score -1.739101e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 120557 members 
Entering Unmasked Estep 
Score: -17391024.000000 Penalty: 5818.834961
	Iteration 51Q: 3 clusters Score -1.739102e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 120659 members 
Entering Unmasked Estep 
Score: -17391038.000000 Penalty: 5818.834961
	Iteration 52Q: 3 clusters Score -1.739104e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 120758 members 
Entering Unmasked Estep 
Score: -17391028.000000 Penalty: 5818.834961
	Iteration 53Q: 3 clusters Score -1.739103e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 120833 members 
Entering Unmasked Estep 
Score: -17391038.000000 Penalty: 5818.834961
	Iteration 54Q: 3 clusters Score -1.739104e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 120906 members 
Entering Unmasked Estep 
Score: -17391030.000000 Penalty: 5818.834961
	Iteration 55Q: 3 clusters Score -1.739103e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 120968 members 
Entering Unmasked Estep 
Score: -17391036.000000 Penalty: 5818.834961
	Iteration 56Q: 3 clusters Score -1.739104e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 121026 members 
Entering Unmasked Estep 
Score: -17391050.000000 Penalty: 5818.834961
	Iteration 57Q: 3 clusters Score -1.739105e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 121081 members 
Entering Unmasked Estep 
Score: -17391058.000000 Penalty: 5818.834961
	Iteration 58Q: 3 clusters Score -1.739106e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 121143 members 
Entering Unmasked Estep 
Score: -17391038.000000 Penalty: 5818.834961
	Iteration 59Q: 3 clusters Score -1.739104e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 121188 members 
Entering Unmasked Estep 
Score: -17391042.000000 Penalty: 5818.834961
	Iteration 60F: 3 clusters Score -1.739104e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 121229 members 
Entering Unmasked Estep 
Score: -17391040.000000 Penalty: 5818.834961
	Iteration 61Q: 3 clusters Score -1.739104e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 121266 members 
Entering Unmasked Estep 
Score: -17391058.000000 Penalty: 5818.834961
	Iteration 62Q: 3 clusters Score -1.739106e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 121307 members 
Entering Unmasked Estep 
Score: -17391064.000000 Penalty: 5818.834961
	Iteration 63Q: 3 clusters Score -1.739106e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 121353 members 
Entering Unmasked Estep 
Score: -17391100.000000 Penalty: 5818.834961
	Iteration 64Q: 3 clusters Score -1.73911e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 121392 members 
Entering Unmasked Estep 
Score: -17391100.000000 Penalty: 5818.834961
	Iteration 65Q: 3 clusters Score -1.73911e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 121427 members 
Entering Unmasked Estep 
Score: -17391108.000000 Penalty: 5818.834961
	Iteration 66Q: 3 clusters Score -1.739111e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 121459 members 
Entering Unmasked Estep 
Score: -17391128.000000 Penalty: 5818.834961
	Iteration 67Q: 3 clusters Score -1.739113e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 121486 members 
Entering Unmasked Estep 
Score: -17391110.000000 Penalty: 5818.834961
	Iteration 68Q: 3 clusters Score -1.739111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 121507 members 
Entering Unmasked Estep 
Score: -17391104.000000 Penalty: 5818.834961
	Iteration 69Q: 3 clusters Score -1.73911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 121525 members 
Entering Unmasked Estep 
Score: -17391094.000000 Penalty: 5818.834961
	Iteration 70Q: 3 clusters Score -1.739109e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 121548 members 
Entering Unmasked Estep 
Score: -17391096.000000 Penalty: 5818.834961
	Iteration 71Q: 3 clusters Score -1.73911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 121566 members 
Entering Unmasked Estep 
Score: -17391102.000000 Penalty: 5818.834961
	Iteration 72Q: 3 clusters Score -1.73911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 121584 members 
Entering Unmasked Estep 
Score: -17391132.000000 Penalty: 5818.834961
	Iteration 73Q: 3 clusters Score -1.739113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 121598 members 
Entering Unmasked Estep 
Score: -17391120.000000 Penalty: 5818.834961
	Iteration 74Q: 3 clusters Score -1.739112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 121610 members 
Entering Unmasked Estep 
Score: -17391136.000000 Penalty: 5818.834961
	Iteration 75Q: 3 clusters Score -1.739114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 121623 members 
Entering Unmasked Estep 
Score: -17391138.000000 Penalty: 5818.834961
	Iteration 76Q: 3 clusters Score -1.739114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 121633 members 
Entering Unmasked Estep 
Score: -17391150.000000 Penalty: 5818.834961
	Iteration 77Q: 3 clusters Score -1.739115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 121640 members 
Entering Unmasked Estep 
Score: -17391146.000000 Penalty: 5818.834961
	Iteration 78Q: 3 clusters Score -1.739115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 121646 members 
Entering Unmasked Estep 
Score: -17391146.000000 Penalty: 5818.834961
	Iteration 79Q: 3 clusters Score -1.739115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 121650 members 
Entering Unmasked Estep 
Score: -17391142.000000 Penalty: 5818.834961
	Iteration 80F: 3 clusters Score -1.739114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 121653 members 
Entering Unmasked Estep 
Score: -17391136.000000 Penalty: 5818.834961
	Iteration 81Q: 3 clusters Score -1.739114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 121659 members 
Entering Unmasked Estep 
Score: -17391148.000000 Penalty: 5818.834961
	Iteration 82Q: 3 clusters Score -1.739115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 121664 members 
Entering Unmasked Estep 
Score: -17391146.000000 Penalty: 5818.834961
	Iteration 83Q: 3 clusters Score -1.739115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 121671 members 
Entering Unmasked Estep 
Score: -17391164.000000 Penalty: 5818.834961
	Iteration 84Q: 3 clusters Score -1.739116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 121677 members 
Entering Unmasked Estep 
Score: -17391162.000000 Penalty: 5818.834961
	Iteration 85Q: 3 clusters Score -1.739116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 121680 members 
Entering Unmasked Estep 
Score: -17391168.000000 Penalty: 5818.834961
	Iteration 86Q: 3 clusters Score -1.739117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 121681 members 
Entering Unmasked Estep 
Score: -17391164.000000 Penalty: 5818.834961
	Iteration 87Q: 3 clusters Score -1.739116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 121681 members 
Entering Unmasked Estep 
Score: -17391164.000000 Penalty: 5818.834961
	Iteration 88F: 3 clusters Score -1.739116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (205373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205373 members 
Entering Unmasked Estep 
Score: -28685284.000000 Penalty: 3033.680664
	Iteration 0F: 2 clusters Score -2.868528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102925 members 
Mstep: Class 2 contains 102448 members 
Entering Unmasked Estep 
Score: -28561822.000000 Penalty: 6067.361328
	Iteration 0F: 3 clusters Score -2.856182e+07 nChanged 98597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106844 members 
Mstep: Class 2 contains 98529 members 
Entering Unmasked Estep 
Score: -28619004.000000 Penalty: 6067.361328
	Iteration 1F: 3 clusters Score -2.8619e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109374 members 
Mstep: Class 2 contains 95999 members 
Entering Unmasked Estep 
Score: -28620274.000000 Penalty: 6067.361328
	Iteration 2Q: 3 clusters Score -2.862027e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113254 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -28621912.000000 Penalty: 6067.361328
	Iteration 3Q: 3 clusters Score -2.862191e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119307 members 
Mstep: Class 2 contains 86066 members 
Entering Unmasked Estep 
Score: -28624212.000000 Penalty: 6067.361328
	Iteration 4Q: 3 clusters Score -2.862421e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128349 members 
Mstep: Class 2 contains 77024 members 
Entering Unmasked Estep 
Score: -28628324.000000 Penalty: 6067.361328
	Iteration 5Q: 3 clusters Score -2.862832e+07 nChanged 13182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141281 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -28636128.000000 Penalty: 6067.361328
	Iteration 6F: 3 clusters Score -2.863613e+07 nChanged 16979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158216 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -28647926.000000 Penalty: 6067.361328
	Iteration 7F: 3 clusters Score -2.864793e+07 nChanged 17972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176172 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -28661744.000000 Penalty: 6067.361328
	Iteration 8F: 3 clusters Score -2.866174e+07 nChanged 14580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190750 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -28672668.000000 Penalty: 6067.361328
	Iteration 9F: 3 clusters Score -2.867267e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199448 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -28678628.000000 Penalty: 6067.361328
	Iteration 10Q: 3 clusters Score -2.867863e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203171 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -28681200.000000 Penalty: 6067.361328
	Iteration 11Q: 3 clusters Score -2.86812e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204395 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -28682080.000000 Penalty: 6067.361328
	Iteration 12Q: 3 clusters Score -2.868208e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204773 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -28682360.000000 Penalty: 6067.361328
	Iteration 13Q: 3 clusters Score -2.868236e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204930 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -28682498.000000 Penalty: 6067.361328
	Iteration 14Q: 3 clusters Score -2.86825e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204985 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -28682546.000000 Penalty: 6067.361328
	Iteration 15Q: 3 clusters Score -2.868255e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205007 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -28682572.000000 Penalty: 6067.361328
	Iteration 16Q: 3 clusters Score -2.868257e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205022 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -28682578.000000 Penalty: 6067.361328
	Iteration 17Q: 3 clusters Score -2.868258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205031 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -28682586.000000 Penalty: 6067.361328
	Iteration 18Q: 3 clusters Score -2.868259e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205037 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28682570.000000 Penalty: 6067.361328
	Iteration 19Q: 3 clusters Score -2.868257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205045 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28682586.000000 Penalty: 6067.361328
	Iteration 20F: 3 clusters Score -2.868259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205056 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -28682626.000000 Penalty: 6067.361328
	Iteration 21Q: 3 clusters Score -2.868263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205063 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -28682638.000000 Penalty: 6067.361328
	Iteration 22Q: 3 clusters Score -2.868264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205066 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -28682632.000000 Penalty: 6067.361328
	Iteration 23Q: 3 clusters Score -2.868263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205066 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -28682646.000000 Penalty: 6067.361328
	Iteration 24Q: 3 clusters Score -2.868265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205070 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -28682660.000000 Penalty: 6067.361328
	Iteration 25Q: 3 clusters Score -2.868266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205072 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28682666.000000 Penalty: 6067.361328
	Iteration 26Q: 3 clusters Score -2.868267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205075 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28682650.000000 Penalty: 6067.361328
	Iteration 27Q: 3 clusters Score -2.868265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205078 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28682646.000000 Penalty: 6067.361328
	Iteration 28Q: 3 clusters Score -2.868265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205078 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28682664.000000 Penalty: 6067.361328
	Iteration 29Q: 3 clusters Score -2.868266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205076 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28682640.000000 Penalty: 6067.361328
	Iteration 30Q: 3 clusters Score -2.868264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205075 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28682660.000000 Penalty: 6067.361328
	Iteration 31Q: 3 clusters Score -2.868266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205076 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28682652.000000 Penalty: 6067.361328
	Iteration 32Q: 3 clusters Score -2.868265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205077 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28682656.000000 Penalty: 6067.361328
	Iteration 33Q: 3 clusters Score -2.868266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205077 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28682654.000000 Penalty: 6067.361328
	Iteration 34Q: 3 clusters Score -2.868265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205078 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28682656.000000 Penalty: 6067.361328
	Iteration 35Q: 3 clusters Score -2.868266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205079 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28682644.000000 Penalty: 6067.361328
	Iteration 36Q: 3 clusters Score -2.868264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205079 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28682644.000000 Penalty: 6067.361328
	Iteration 37F: 3 clusters Score -2.868264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -70080.359375 Penalty: 1571.093506
	Iteration 0F: 2 clusters Score -70080.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68661.968750 Penalty: 3142.187012
	Iteration 0F: 3 clusters Score -68661.97 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -68959.812500 Penalty: 3142.187012
	Iteration 1F: 3 clusters Score -68959.81 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69066.500000 Penalty: 3142.187012
	Iteration 2F: 3 clusters Score -69066.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69132.914062 Penalty: 3142.187012
	Iteration 3Q: 3 clusters Score -69132.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -69173.929688 Penalty: 3142.187012
	Iteration 4Q: 3 clusters Score -69173.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69184.554688 Penalty: 3142.187012
	Iteration 5Q: 3 clusters Score -69184.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -69185.695312 Penalty: 3142.187012
	Iteration 6Q: 3 clusters Score -69185.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69186.796875 Penalty: 3142.187012
	Iteration 7Q: 3 clusters Score -69186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -69188.484375 Penalty: 3142.187012
	Iteration 8Q: 3 clusters Score -69188.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -69188.484375 Penalty: 3142.187012
	Iteration 9F: 3 clusters Score -69188.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -61365.230469 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -61365.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59853.136719 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -59853.14 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60047.582031 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -60047.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60115.703125 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -60115.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60146.855469 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -60146.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60184.902344 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -60184.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -60249.566406 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -60249.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60281.285156 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -60281.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60307.242188 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -60307.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60337.015625 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -60337.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60360.671875 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -60360.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60394.468750 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -60394.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60473.167969 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -60473.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -60554.027344 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -60554.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60585.335938 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -60585.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60602.542969 Penalty: 3081.452637
	Iteration 14Q: 3 clusters Score -60602.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60627.929688 Penalty: 3081.452637
	Iteration 15Q: 3 clusters Score -60627.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -60638.175781 Penalty: 3081.452637
	Iteration 16Q: 3 clusters Score -60638.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -60642.996094 Penalty: 3081.452637
	Iteration 17Q: 3 clusters Score -60643 nChanged 3
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: -60650.628906 Penalty: 3081.452637
	Iteration 18Q: 3 clusters Score -60650.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60655.644531 Penalty: 3081.452637
	Iteration 19Q: 3 clusters Score -60655.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60663.445312 Penalty: 3081.452637
	Iteration 20F: 3 clusters Score -60663.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60670.292969 Penalty: 3081.452637
	Iteration 21Q: 3 clusters Score -60670.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60670.292969 Penalty: 3081.452637
	Iteration 22F: 3 clusters Score -60670.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -149920.578125 Penalty: 1750.358765
	Iteration 0F: 2 clusters Score -149920.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -147899.000000 Penalty: 3500.717529
	Iteration 0F: 3 clusters Score -147899 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -148278.093750 Penalty: 3500.717529
	Iteration 1F: 3 clusters Score -148278.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -148433.000000 Penalty: 3500.717529
	Iteration 2F: 3 clusters Score -148433 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -148515.937500 Penalty: 3500.717529
	Iteration 3Q: 3 clusters Score -148515.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -148600.000000 Penalty: 3500.717529
	Iteration 4Q: 3 clusters Score -148600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -148710.390625 Penalty: 3500.717529
	Iteration 5Q: 3 clusters Score -148710.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -148810.750000 Penalty: 3500.717529
	Iteration 6Q: 3 clusters Score -148810.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -148989.937500 Penalty: 3500.717529
	Iteration 7Q: 3 clusters Score -148989.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -149365.000000 Penalty: 3500.717529
	Iteration 8F: 3 clusters Score -149365 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -149636.437500 Penalty: 3500.717529
	Iteration 9F: 3 clusters Score -149636.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -149727.359375 Penalty: 3500.717529
	Iteration 10Q: 3 clusters Score -149727.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -149787.734375 Penalty: 3500.717529
	Iteration 11Q: 3 clusters Score -149787.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -149808.359375 Penalty: 3500.717529
	Iteration 12Q: 3 clusters Score -149808.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -149821.640625 Penalty: 3500.717529
	Iteration 13Q: 3 clusters Score -149821.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -149832.656250 Penalty: 3500.717529
	Iteration 14Q: 3 clusters Score -149832.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -149841.109375 Penalty: 3500.717529
	Iteration 15Q: 3 clusters Score -149841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -149847.375000 Penalty: 3500.717529
	Iteration 16Q: 3 clusters Score -149847.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -149862.125000 Penalty: 3500.717529
	Iteration 17Q: 3 clusters Score -149862.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -149873.500000 Penalty: 3500.717529
	Iteration 18Q: 3 clusters Score -149873.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -149885.906250 Penalty: 3500.717529
	Iteration 19Q: 3 clusters Score -149885.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -149901.859375 Penalty: 3500.717529
	Iteration 20F: 3 clusters Score -149901.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -149903.703125 Penalty: 3500.717529
	Iteration 21Q: 3 clusters Score -149903.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -149903.703125 Penalty: 3500.717529
	Iteration 22F: 3 clusters Score -149903.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20184 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27256 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294769 members 
Mstep: Class 8 contains 7721 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 158497 members 
Mstep: Class 11 contains 39465 members 
Mstep: Class 12 contains 20507 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10395 members 
Mstep: Class 15 contains 21361 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52693 members 
Mstep: Class 18 contains 124433 members 
Mstep: Class 20 contains 205373 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788800.000000 Penalty: 75362.250000
Iteration 159Q: 23 clusters Score -1.357888e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20180 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27256 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294773 members 
Mstep: Class 8 contains 7721 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 158658 members 
Mstep: Class 11 contains 39464 members 
Mstep: Class 12 contains 20524 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10395 members 
Mstep: Class 15 contains 21321 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52690 members 
Mstep: Class 18 contains 124283 members 
Mstep: Class 20 contains 205388 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788752.000000 Penalty: 75362.250000
Iteration 160F: 23 clusters Score -1.357888e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20177 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27260 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294793 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 158800 members 
Mstep: Class 11 contains 39464 members 
Mstep: Class 12 contains 20541 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10394 members 
Mstep: Class 15 contains 21274 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52683 members 
Mstep: Class 18 contains 124133 members 
Mstep: Class 20 contains 205412 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788704.000000 Penalty: 75362.250000
Iteration 161Q: 23 clusters Score -1.357887e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20181 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27262 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294806 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 158896 members 
Mstep: Class 11 contains 39464 members 
Mstep: Class 12 contains 20556 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10394 members 
Mstep: Class 15 contains 21211 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52684 members 
Mstep: Class 18 contains 124047 members 
Mstep: Class 20 contains 205430 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 23 clusters Score -1.357886e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20183 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27262 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294824 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 158998 members 
Mstep: Class 11 contains 39461 members 
Mstep: Class 12 contains 20559 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10394 members 
Mstep: Class 15 contains 21159 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52685 members 
Mstep: Class 18 contains 123969 members 
Mstep: Class 20 contains 205437 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
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Iteration 163Q: 23 clusters Score -1.357887e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20185 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27259 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294831 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159079 members 
Mstep: Class 11 contains 39462 members 
Mstep: Class 12 contains 20569 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10391 members 
Mstep: Class 15 contains 21130 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52690 members 
Mstep: Class 18 contains 123903 members 
Mstep: Class 20 contains 205432 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
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Iteration 164Q: 23 clusters Score -1.357886e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20188 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27263 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294842 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159149 members 
Mstep: Class 11 contains 39463 members 
Mstep: Class 12 contains 20577 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10386 members 
Mstep: Class 15 contains 21095 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52687 members 
Mstep: Class 18 contains 123848 members 
Mstep: Class 20 contains 205433 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
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Iteration 165Q: 23 clusters Score -1.357885e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20191 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27261 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294848 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159203 members 
Mstep: Class 11 contains 39463 members 
Mstep: Class 12 contains 20585 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10386 members 
Mstep: Class 15 contains 21050 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52683 members 
Mstep: Class 18 contains 123820 members 
Mstep: Class 20 contains 205440 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 166Q: 23 clusters Score -1.357885e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20193 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27264 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294882 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159217 members 
Mstep: Class 11 contains 39461 members 
Mstep: Class 12 contains 20589 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10384 members 
Mstep: Class 15 contains 20992 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52681 members 
Mstep: Class 18 contains 123809 members 
Mstep: Class 20 contains 205457 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1164 members 
Entering Unmasked Estep 
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Iteration 167Q: 23 clusters Score -1.357886e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20184 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27272 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294902 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159243 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 20599 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10385 members 
Mstep: Class 15 contains 20950 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52687 members 
Mstep: Class 18 contains 123796 members 
Mstep: Class 20 contains 205451 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1164 members 
Entering Unmasked Estep 
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Iteration 168Q: 23 clusters Score -1.357887e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20184 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27274 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294932 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159249 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 20602 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10389 members 
Mstep: Class 15 contains 20910 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52689 members 
Mstep: Class 18 contains 123791 members 
Mstep: Class 20 contains 205449 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 1164 members 
Entering Unmasked Estep 
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Iteration 169Q: 23 clusters Score -1.357884e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20185 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27278 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294939 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159287 members 
Mstep: Class 11 contains 39458 members 
Mstep: Class 12 contains 20607 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10388 members 
Mstep: Class 15 contains 20879 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52690 members 
Mstep: Class 18 contains 123769 members 
Mstep: Class 20 contains 205448 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1164 members 
Entering Unmasked Estep 
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Iteration 170Q: 23 clusters Score -1.357887e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20187 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27282 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294960 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159297 members 
Mstep: Class 11 contains 39459 members 
Mstep: Class 12 contains 20609 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10384 members 
Mstep: Class 15 contains 20851 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52694 members 
Mstep: Class 18 contains 123751 members 
Mstep: Class 20 contains 205453 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1164 members 
Entering Unmasked Estep 
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Iteration 171Q: 23 clusters Score -1.357887e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20186 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27285 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294957 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159316 members 
Mstep: Class 11 contains 39459 members 
Mstep: Class 12 contains 20616 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10386 members 
Mstep: Class 15 contains 20815 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52694 members 
Mstep: Class 18 contains 123745 members 
Mstep: Class 20 contains 205467 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 503 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 172Q: 23 clusters Score -1.357888e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20181 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27290 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294960 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159321 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 20613 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10388 members 
Mstep: Class 15 contains 20780 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52698 members 
Mstep: Class 18 contains 123755 members 
Mstep: Class 20 contains 205480 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 173Q: 23 clusters Score -1.357886e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20185 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27291 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294972 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159315 members 
Mstep: Class 11 contains 39461 members 
Mstep: Class 12 contains 20619 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10388 members 
Mstep: Class 15 contains 20740 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52699 members 
Mstep: Class 18 contains 123767 members 
Mstep: Class 20 contains 205489 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 174Q: 23 clusters Score -1.357886e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20188 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27291 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294992 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159304 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 20629 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10387 members 
Mstep: Class 15 contains 20703 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52698 members 
Mstep: Class 18 contains 123777 members 
Mstep: Class 20 contains 205497 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 175Q: 23 clusters Score -1.357886e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20187 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27291 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295007 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159281 members 
Mstep: Class 11 contains 39459 members 
Mstep: Class 12 contains 20639 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10389 members 
Mstep: Class 15 contains 20645 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52699 members 
Mstep: Class 18 contains 123829 members 
Mstep: Class 20 contains 205500 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 176Q: 23 clusters Score -1.357885e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20189 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27290 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295024 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159255 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 20650 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10390 members 
Mstep: Class 15 contains 20585 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52697 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 20 contains 205506 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 177Q: 23 clusters Score -1.357885e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20192 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27291 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295025 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159250 members 
Mstep: Class 11 contains 39462 members 
Mstep: Class 12 contains 20665 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 20532 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52696 members 
Mstep: Class 18 contains 123911 members 
Mstep: Class 20 contains 205510 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 178Q: 23 clusters Score -1.357886e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20198 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27292 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295027 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159229 members 
Mstep: Class 11 contains 39462 members 
Mstep: Class 12 contains 20676 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10393 members 
Mstep: Class 15 contains 20493 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52690 members 
Mstep: Class 18 contains 123959 members 
Mstep: Class 20 contains 205507 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 179Q: 23 clusters Score -1.357885e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20198 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27292 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295035 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159229 members 
Mstep: Class 11 contains 39461 members 
Mstep: Class 12 contains 20677 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10389 members 
Mstep: Class 15 contains 20458 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52690 members 
Mstep: Class 18 contains 123998 members 
Mstep: Class 20 contains 205499 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 180F: 23 clusters Score -1.357884e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20201 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27290 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295052 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159223 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 20682 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10389 members 
Mstep: Class 15 contains 20419 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52686 members 
Mstep: Class 18 contains 124023 members 
Mstep: Class 20 contains 205501 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 181Q: 23 clusters Score -1.357885e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20205 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27289 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295064 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159212 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 20679 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10389 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52685 members 
Mstep: Class 18 contains 124058 members 
Mstep: Class 20 contains 205498 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 182Q: 23 clusters Score -1.357886e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20205 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27286 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295084 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159211 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 20678 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10388 members 
Mstep: Class 15 contains 20353 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52684 members 
Mstep: Class 18 contains 124088 members 
Mstep: Class 20 contains 205489 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 183Q: 23 clusters Score -1.357886e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20206 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27283 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295096 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159197 members 
Mstep: Class 11 contains 39461 members 
Mstep: Class 12 contains 20679 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10389 members 
Mstep: Class 15 contains 20315 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52681 members 
Mstep: Class 18 contains 124136 members 
Mstep: Class 20 contains 205483 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 184Q: 23 clusters Score -1.357886e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20210 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27284 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295091 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159195 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 20681 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10390 members 
Mstep: Class 15 contains 20287 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52679 members 
Mstep: Class 18 contains 124163 members 
Mstep: Class 20 contains 205486 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 185Q: 23 clusters Score -1.357886e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20214 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27286 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295095 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159178 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 20681 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10393 members 
Mstep: Class 15 contains 20258 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52677 members 
Mstep: Class 18 contains 124207 members 
Mstep: Class 20 contains 205477 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 186Q: 23 clusters Score -1.357886e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20219 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27288 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295093 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159164 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 20684 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10393 members 
Mstep: Class 15 contains 20236 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52676 members 
Mstep: Class 18 contains 124240 members 
Mstep: Class 20 contains 205472 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 187Q: 23 clusters Score -1.357887e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20221 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27289 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295093 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159162 members 
Mstep: Class 11 contains 39459 members 
Mstep: Class 12 contains 20684 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 20212 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52676 members 
Mstep: Class 18 contains 124277 members 
Mstep: Class 20 contains 205461 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
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Iteration 188Q: 23 clusters Score -1.357887e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20226 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27290 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295092 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159165 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 20687 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10391 members 
Mstep: Class 15 contains 20190 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52677 members 
Mstep: Class 18 contains 124285 members 
Mstep: Class 20 contains 205463 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788656.000000 Penalty: 75362.250000
Iteration 189Q: 23 clusters Score -1.357887e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20229 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27289 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295090 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159174 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 20690 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 20170 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52677 members 
Mstep: Class 18 contains 124289 members 
Mstep: Class 20 contains 205466 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788640.000000 Penalty: 75362.250000
Iteration 190Q: 23 clusters Score -1.357886e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20233 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27288 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295091 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159176 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 20691 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 20142 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52677 members 
Mstep: Class 18 contains 124309 members 
Mstep: Class 20 contains 205466 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788688.000000 Penalty: 75362.250000
Iteration 191Q: 23 clusters Score -1.357887e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20237 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27289 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295090 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159183 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 20691 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10391 members 
Mstep: Class 15 contains 20121 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52675 members 
Mstep: Class 18 contains 124325 members 
Mstep: Class 20 contains 205463 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788640.000000 Penalty: 75362.250000
Iteration 192Q: 23 clusters Score -1.357886e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20241 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27289 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295097 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159189 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10390 members 
Mstep: Class 15 contains 20096 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52674 members 
Mstep: Class 18 contains 124335 members 
Mstep: Class 20 contains 205461 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788544.000000 Penalty: 75362.250000
Iteration 193Q: 23 clusters Score -1.357885e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20243 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27288 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295114 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159191 members 
Mstep: Class 11 contains 39459 members 
Mstep: Class 12 contains 20694 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10389 members 
Mstep: Class 15 contains 20076 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52673 members 
Mstep: Class 18 contains 124343 members 
Mstep: Class 20 contains 205455 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788480.000000 Penalty: 75362.250000
Iteration 194Q: 23 clusters Score -1.357885e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20245 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27287 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295120 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159205 members 
Mstep: Class 11 contains 39459 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10389 members 
Mstep: Class 15 contains 20054 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52673 members 
Mstep: Class 18 contains 124347 members 
Mstep: Class 20 contains 205453 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788592.000000 Penalty: 75362.250000
Iteration 195Q: 23 clusters Score -1.357886e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20247 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27290 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295129 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159209 members 
Mstep: Class 11 contains 39458 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10389 members 
Mstep: Class 15 contains 20033 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52673 members 
Mstep: Class 18 contains 124358 members 
Mstep: Class 20 contains 205446 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788432.000000 Penalty: 75362.250000
Iteration 196Q: 23 clusters Score -1.357884e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20251 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27290 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295131 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159216 members 
Mstep: Class 11 contains 39459 members 
Mstep: Class 12 contains 20696 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10389 members 
Mstep: Class 15 contains 20006 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52673 members 
Mstep: Class 18 contains 124368 members 
Mstep: Class 20 contains 205446 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788496.000000 Penalty: 75362.250000
Iteration 197Q: 23 clusters Score -1.357885e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20253 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27289 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295143 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159224 members 
Mstep: Class 11 contains 39461 members 
Mstep: Class 12 contains 20696 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10388 members 
Mstep: Class 15 contains 19983 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52674 members 
Mstep: Class 18 contains 124369 members 
Mstep: Class 20 contains 205445 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788624.000000 Penalty: 75362.250000
Iteration 198Q: 23 clusters Score -1.357886e+08 nChanged 118
Entering ConstructFrom: 
Score: -135788624.000000 Penalty: 75362.250000
Entering ConstructFrom: 
Trying to split cluster 1 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -55534.109375 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -55534.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54132.625000 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -54132.62 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -54304.859375 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -54304.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54388.796875 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -54388.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54420.320312 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -54420.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54438.503906 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -54438.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54457.035156 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -54457.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54469.308594 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -54469.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54473.082031 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -54473.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54475.136719 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -54475.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54475.136719 Penalty: 3050.698975
	Iteration 9F: 3 clusters Score -54475.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -509883.156250 Penalty: 2054.682129
	Iteration 0F: 2 clusters Score -509883.2 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 2003 members 
Entering Unmasked Estep 
Score: -505989.187500 Penalty: 4109.364258
	Iteration 0F: 3 clusters Score -505989.2 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -506997.500000 Penalty: 4109.364258
	Iteration 1F: 3 clusters Score -506997.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -507277.468750 Penalty: 4109.364258
	Iteration 2F: 3 clusters Score -507277.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -507474.718750 Penalty: 4109.364258
	Iteration 3F: 3 clusters Score -507474.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -507655.906250 Penalty: 4109.364258
	Iteration 4Q: 3 clusters Score -507655.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -507819.250000 Penalty: 4109.364258
	Iteration 5Q: 3 clusters Score -507819.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -508015.281250 Penalty: 4109.364258
	Iteration 6Q: 3 clusters Score -508015.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -508296.468750 Penalty: 4109.364258
	Iteration 7Q: 3 clusters Score -508296.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -508673.968750 Penalty: 4109.364258
	Iteration 8F: 3 clusters Score -508674 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -509092.406250 Penalty: 4109.364258
	Iteration 9F: 3 clusters Score -509092.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -509502.562500 Penalty: 4109.364258
	Iteration 10F: 3 clusters Score -509502.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -509750.437500 Penalty: 4109.364258
	Iteration 11Q: 3 clusters Score -509750.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -509878.843750 Penalty: 4109.364258
	Iteration 12Q: 3 clusters Score -509878.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -509960.562500 Penalty: 4109.364258
	Iteration 13Q: 3 clusters Score -509960.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -510009.593750 Penalty: 4109.364258
	Iteration 14Q: 3 clusters Score -510009.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -510050.531250 Penalty: 4109.364258
	Iteration 15Q: 3 clusters Score -510050.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -510084.718750 Penalty: 4109.364258
	Iteration 16Q: 3 clusters Score -510084.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -510111.875000 Penalty: 4109.364258
	Iteration 17Q: 3 clusters Score -510111.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -510126.968750 Penalty: 4109.364258
	Iteration 18Q: 3 clusters Score -510127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -510138.343750 Penalty: 4109.364258
	Iteration 19Q: 3 clusters Score -510138.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -510145.125000 Penalty: 4109.364258
	Iteration 20F: 3 clusters Score -510145.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -510150.500000 Penalty: 4109.364258
	Iteration 21Q: 3 clusters Score -510150.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -510153.406250 Penalty: 4109.364258
	Iteration 22Q: 3 clusters Score -510153.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -510155.687500 Penalty: 4109.364258
	Iteration 23Q: 3 clusters Score -510155.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -510156.062500 Penalty: 4109.364258
	Iteration 24Q: 3 clusters Score -510156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -510157.875000 Penalty: 4109.364258
	Iteration 25Q: 3 clusters Score -510157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -510158.906250 Penalty: 4109.364258
	Iteration 26Q: 3 clusters Score -510158.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -510161.062500 Penalty: 4109.364258
	Iteration 27Q: 3 clusters Score -510161.1 nChanged 1
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: -510161.656250 Penalty: 4109.364258
	Iteration 28Q: 3 clusters Score -510161.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -510161.968750 Penalty: 4109.364258
	Iteration 29Q: 3 clusters Score -510162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -510162.406250 Penalty: 4109.364258
	Iteration 30Q: 3 clusters Score -510162.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -510162.406250 Penalty: 4109.364258
	Iteration 31F: 3 clusters Score -510162.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27289 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295140 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159233 members 
Mstep: Class 11 contains 39461 members 
Mstep: Class 12 contains 20696 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10386 members 
Mstep: Class 15 contains 19965 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52675 members 
Mstep: Class 18 contains 124384 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 205441 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
Score: -135787376.000000 Penalty: 78787.804688
Splitting cluster 2 changes total score from -135788624.000000 to -135787376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (20255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Entering Unmasked Estep 
Score: -2837885.000000 Penalty: 2459.206787
	Iteration 0F: 2 clusters Score -2837885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2823636.000000 Penalty: 4918.413574
	Iteration 0F: 3 clusters Score -2823636 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2828354.250000 Penalty: 4918.413574
	Iteration 1F: 3 clusters Score -2828354 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2828770.750000 Penalty: 4918.413574
	Iteration 2F: 3 clusters Score -2828771 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2829119.000000 Penalty: 4918.413574
	Iteration 3Q: 3 clusters Score -2829119 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2829435.250000 Penalty: 4918.413574
	Iteration 4Q: 3 clusters Score -2829435 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2829767.500000 Penalty: 4918.413574
	Iteration 5Q: 3 clusters Score -2829768 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2830146.750000 Penalty: 4918.413574
	Iteration 6Q: 3 clusters Score -2830147 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2830572.000000 Penalty: 4918.413574
	Iteration 7Q: 3 clusters Score -2830572 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2831184.250000 Penalty: 4918.413574
	Iteration 8Q: 3 clusters Score -2831184 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2831926.000000 Penalty: 4918.413574
	Iteration 9F: 3 clusters Score -2831926 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2832723.250000 Penalty: 4918.413574
	Iteration 10F: 3 clusters Score -2832723 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2833448.250000 Penalty: 4918.413574
	Iteration 11Q: 3 clusters Score -2833448 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2834097.750000 Penalty: 4918.413574
	Iteration 12Q: 3 clusters Score -2834098 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2834624.750000 Penalty: 4918.413574
	Iteration 13Q: 3 clusters Score -2834625 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2835026.750000 Penalty: 4918.413574
	Iteration 14Q: 3 clusters Score -2835027 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2835281.000000 Penalty: 4918.413574
	Iteration 15Q: 3 clusters Score -2835281 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2835396.500000 Penalty: 4918.413574
	Iteration 16Q: 3 clusters Score -2835396 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2835485.500000 Penalty: 4918.413574
	Iteration 17Q: 3 clusters Score -2835486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2835557.250000 Penalty: 4918.413574
	Iteration 18Q: 3 clusters Score -2835557 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2835596.250000 Penalty: 4918.413574
	Iteration 19Q: 3 clusters Score -2835596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2835615.250000 Penalty: 4918.413574
	Iteration 20F: 3 clusters Score -2835615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2835637.250000 Penalty: 4918.413574
	Iteration 21Q: 3 clusters Score -2835637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2835646.750000 Penalty: 4918.413574
	Iteration 22Q: 3 clusters Score -2835647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2835664.500000 Penalty: 4918.413574
	Iteration 23Q: 3 clusters Score -2835664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2835673.250000 Penalty: 4918.413574
	Iteration 24Q: 3 clusters Score -2835673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2835683.750000 Penalty: 4918.413574
	Iteration 25Q: 3 clusters Score -2835684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2835699.250000 Penalty: 4918.413574
	Iteration 26Q: 3 clusters Score -2835699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2835701.500000 Penalty: 4918.413574
	Iteration 27Q: 3 clusters Score -2835702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2835705.250000 Penalty: 4918.413574
	Iteration 28Q: 3 clusters Score -2835705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2835709.250000 Penalty: 4918.413574
	Iteration 29Q: 3 clusters Score -2835709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2835716.500000 Penalty: 4918.413574
	Iteration 30Q: 3 clusters Score -2835716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2835718.250000 Penalty: 4918.413574
	Iteration 31Q: 3 clusters Score -2835718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2835723.500000 Penalty: 4918.413574
	Iteration 32Q: 3 clusters Score -2835724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -2835726.250000 Penalty: 4918.413574
	Iteration 33Q: 3 clusters Score -2835726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2835736.500000 Penalty: 4918.413574
	Iteration 34Q: 3 clusters Score -2835736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2835740.250000 Penalty: 4918.413574
	Iteration 35Q: 3 clusters Score -2835740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2835744.750000 Penalty: 4918.413574
	Iteration 36Q: 3 clusters Score -2835745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2835747.000000 Penalty: 4918.413574
	Iteration 37Q: 3 clusters Score -2835747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2835752.250000 Penalty: 4918.413574
	Iteration 38Q: 3 clusters Score -2835752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2835752.000000 Penalty: 4918.413574
	Iteration 39Q: 3 clusters Score -2835752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2835755.250000 Penalty: 4918.413574
	Iteration 40F: 3 clusters Score -2835755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2835759.250000 Penalty: 4918.413574
	Iteration 41Q: 3 clusters Score -2835759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2835759.250000 Penalty: 4918.413574
	Iteration 42F: 3 clusters Score -2835759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Entering Unmasked Estep 
Score: -485450.656250 Penalty: 2038.058716
	Iteration 0F: 2 clusters Score -485450.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -481758.375000 Penalty: 4076.117432
	Iteration 0F: 3 clusters Score -481758.4 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -482560.062500 Penalty: 4076.117432
	Iteration 1F: 3 clusters Score -482560.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -482782.750000 Penalty: 4076.117432
	Iteration 2F: 3 clusters Score -482782.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -482983.312500 Penalty: 4076.117432
	Iteration 3F: 3 clusters Score -482983.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -483187.687500 Penalty: 4076.117432
	Iteration 4F: 3 clusters Score -483187.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -483342.406250 Penalty: 4076.117432
	Iteration 5F: 3 clusters Score -483342.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -483481.250000 Penalty: 4076.117432
	Iteration 6Q: 3 clusters Score -483481.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -483600.968750 Penalty: 4076.117432
	Iteration 7Q: 3 clusters Score -483601 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -483698.125000 Penalty: 4076.117432
	Iteration 8Q: 3 clusters Score -483698.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -483762.625000 Penalty: 4076.117432
	Iteration 9Q: 3 clusters Score -483762.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -483810.343750 Penalty: 4076.117432
	Iteration 10Q: 3 clusters Score -483810.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -483860.093750 Penalty: 4076.117432
	Iteration 11Q: 3 clusters Score -483860.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -483893.125000 Penalty: 4076.117432
	Iteration 12Q: 3 clusters Score -483893.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -483913.343750 Penalty: 4076.117432
	Iteration 13Q: 3 clusters Score -483913.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -483933.718750 Penalty: 4076.117432
	Iteration 14Q: 3 clusters Score -483933.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -483947.250000 Penalty: 4076.117432
	Iteration 15Q: 3 clusters Score -483947.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -483959.500000 Penalty: 4076.117432
	Iteration 16Q: 3 clusters Score -483959.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -483968.968750 Penalty: 4076.117432
	Iteration 17Q: 3 clusters Score -483969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -483976.250000 Penalty: 4076.117432
	Iteration 18Q: 3 clusters Score -483976.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -483986.250000 Penalty: 4076.117432
	Iteration 19Q: 3 clusters Score -483986.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -483995.031250 Penalty: 4076.117432
	Iteration 20F: 3 clusters Score -483995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -484005.593750 Penalty: 4076.117432
	Iteration 21Q: 3 clusters Score -484005.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -484009.781250 Penalty: 4076.117432
	Iteration 22Q: 3 clusters Score -484009.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -484014.031250 Penalty: 4076.117432
	Iteration 23Q: 3 clusters Score -484014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -484016.312500 Penalty: 4076.117432
	Iteration 24Q: 3 clusters Score -484016.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -484019.125000 Penalty: 4076.117432
	Iteration 25Q: 3 clusters Score -484019.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -484023.156250 Penalty: 4076.117432
	Iteration 26Q: 3 clusters Score -484023.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -484028.343750 Penalty: 4076.117432
	Iteration 27Q: 3 clusters Score -484028.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -484034.500000 Penalty: 4076.117432
	Iteration 28Q: 3 clusters Score -484034.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -484037.750000 Penalty: 4076.117432
	Iteration 29Q: 3 clusters Score -484037.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -484038.406250 Penalty: 4076.117432
	Iteration 30Q: 3 clusters Score -484038.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -484040.781250 Penalty: 4076.117432
	Iteration 31Q: 3 clusters Score -484040.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -484043.656250 Penalty: 4076.117432
	Iteration 32Q: 3 clusters Score -484043.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -484044.687500 Penalty: 4076.117432
	Iteration 33Q: 3 clusters Score -484044.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -484049.062500 Penalty: 4076.117432
	Iteration 34Q: 3 clusters Score -484049.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -484052.437500 Penalty: 4076.117432
	Iteration 35Q: 3 clusters Score -484052.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -484055.125000 Penalty: 4076.117432
	Iteration 36Q: 3 clusters Score -484055.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -484057.906250 Penalty: 4076.117432
	Iteration 37Q: 3 clusters Score -484057.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -484059.281250 Penalty: 4076.117432
	Iteration 38Q: 3 clusters Score -484059.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -484058.750000 Penalty: 4076.117432
	Iteration 39Q: 3 clusters Score -484058.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -484058.750000 Penalty: 4076.117432
	Iteration 40F: 3 clusters Score -484058.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Entering Unmasked Estep 
Score: -3818855.250000 Penalty: 2533.131348
	Iteration 0F: 2 clusters Score -3818855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3800021.000000 Penalty: 5066.262695
	Iteration 0F: 3 clusters Score -3800021 nChanged 12268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -3806705.500000 Penalty: 5066.262695
	Iteration 1F: 3 clusters Score -3806706 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3807128.750000 Penalty: 5066.262695
	Iteration 2Q: 3 clusters Score -3807129 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3807502.000000 Penalty: 5066.262695
	Iteration 3Q: 3 clusters Score -3807502 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -3807792.500000 Penalty: 5066.262695
	Iteration 4Q: 3 clusters Score -3807792 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -3808145.000000 Penalty: 5066.262695
	Iteration 5Q: 3 clusters Score -3808145 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -3808566.750000 Penalty: 5066.262695
	Iteration 6Q: 3 clusters Score -3808567 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -3809061.000000 Penalty: 5066.262695
	Iteration 7Q: 3 clusters Score -3809061 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -3809654.250000 Penalty: 5066.262695
	Iteration 8Q: 3 clusters Score -3809654 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -3810423.000000 Penalty: 5066.262695
	Iteration 9F: 3 clusters Score -3810423 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -3811315.750000 Penalty: 5066.262695
	Iteration 10F: 3 clusters Score -3811316 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -3812362.500000 Penalty: 5066.262695
	Iteration 11F: 3 clusters Score -3812362 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -3813485.000000 Penalty: 5066.262695
	Iteration 12F: 3 clusters Score -3813485 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3814529.500000 Penalty: 5066.262695
	Iteration 13Q: 3 clusters Score -3814530 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -3815361.500000 Penalty: 5066.262695
	Iteration 14Q: 3 clusters Score -3815362 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3815850.750000 Penalty: 5066.262695
	Iteration 15Q: 3 clusters Score -3815851 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3816133.000000 Penalty: 5066.262695
	Iteration 16Q: 3 clusters Score -3816133 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3816302.250000 Penalty: 5066.262695
	Iteration 17Q: 3 clusters Score -3816302 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3816418.750000 Penalty: 5066.262695
	Iteration 18Q: 3 clusters Score -3816419 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3816503.500000 Penalty: 5066.262695
	Iteration 19Q: 3 clusters Score -3816504 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3816572.750000 Penalty: 5066.262695
	Iteration 20F: 3 clusters Score -3816573 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3816634.000000 Penalty: 5066.262695
	Iteration 21Q: 3 clusters Score -3816634 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3816698.250000 Penalty: 5066.262695
	Iteration 22Q: 3 clusters Score -3816698 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3816741.500000 Penalty: 5066.262695
	Iteration 23Q: 3 clusters Score -3816742 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3816786.250000 Penalty: 5066.262695
	Iteration 24Q: 3 clusters Score -3816786 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3816821.500000 Penalty: 5066.262695
	Iteration 25Q: 3 clusters Score -3816822 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3816852.250000 Penalty: 5066.262695
	Iteration 26Q: 3 clusters Score -3816852 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3816859.500000 Penalty: 5066.262695
	Iteration 27Q: 3 clusters Score -3816860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3816877.750000 Penalty: 5066.262695
	Iteration 28Q: 3 clusters Score -3816878 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3816882.250000 Penalty: 5066.262695
	Iteration 29Q: 3 clusters Score -3816882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3816896.500000 Penalty: 5066.262695
	Iteration 30Q: 3 clusters Score -3816896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3816919.000000 Penalty: 5066.262695
	Iteration 31Q: 3 clusters Score -3816919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3816920.500000 Penalty: 5066.262695
	Iteration 32Q: 3 clusters Score -3816920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3816925.500000 Penalty: 5066.262695
	Iteration 33Q: 3 clusters Score -3816926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3816932.250000 Penalty: 5066.262695
	Iteration 34Q: 3 clusters Score -3816932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3816939.750000 Penalty: 5066.262695
	Iteration 35Q: 3 clusters Score -3816940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3816947.500000 Penalty: 5066.262695
	Iteration 36Q: 3 clusters Score -3816948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3816947.750000 Penalty: 5066.262695
	Iteration 37Q: 3 clusters Score -3816948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3816946.500000 Penalty: 5066.262695
	Iteration 38Q: 3 clusters Score -3816946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3816949.000000 Penalty: 5066.262695
	Iteration 39Q: 3 clusters Score -3816949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3816953.000000 Penalty: 5066.262695
	Iteration 40F: 3 clusters Score -3816953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3816954.250000 Penalty: 5066.262695
	Iteration 41Q: 3 clusters Score -3816954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3816954.750000 Penalty: 5066.262695
	Iteration 42Q: 3 clusters Score -3816955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3816956.750000 Penalty: 5066.262695
	Iteration 43Q: 3 clusters Score -3816957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3816957.500000 Penalty: 5066.262695
	Iteration 44Q: 3 clusters Score -3816958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3816956.500000 Penalty: 5066.262695
	Iteration 45Q: 3 clusters Score -3816956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3816965.500000 Penalty: 5066.262695
	Iteration 46Q: 3 clusters Score -3816966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3816968.750000 Penalty: 5066.262695
	Iteration 47Q: 3 clusters Score -3816969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3816969.250000 Penalty: 5066.262695
	Iteration 48Q: 3 clusters Score -3816969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3816971.000000 Penalty: 5066.262695
	Iteration 49Q: 3 clusters Score -3816971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3816969.500000 Penalty: 5066.262695
	Iteration 50Q: 3 clusters Score -3816970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3816967.250000 Penalty: 5066.262695
	Iteration 51Q: 3 clusters Score -3816967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3816966.250000 Penalty: 5066.262695
	Iteration 52Q: 3 clusters Score -3816966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3816968.750000 Penalty: 5066.262695
	Iteration 53Q: 3 clusters Score -3816969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3816966.750000 Penalty: 5066.262695
	Iteration 54Q: 3 clusters Score -3816967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3816970.750000 Penalty: 5066.262695
	Iteration 55Q: 3 clusters Score -3816971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3816976.000000 Penalty: 5066.262695
	Iteration 56Q: 3 clusters Score -3816976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3816976.000000 Penalty: 5066.262695
	Iteration 57Q: 3 clusters Score -3816976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3816975.500000 Penalty: 5066.262695
	Iteration 58Q: 3 clusters Score -3816976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3816978.000000 Penalty: 5066.262695
	Iteration 59Q: 3 clusters Score -3816978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3816973.750000 Penalty: 5066.262695
	Iteration 60F: 3 clusters Score -3816974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -364357.687500 Penalty: 1950.280884
	Iteration 0F: 2 clusters Score -364357.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -361339.750000 Penalty: 3900.561768
	Iteration 0F: 3 clusters Score -361339.8 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -361864.156250 Penalty: 3900.561768
	Iteration 1F: 3 clusters Score -361864.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -361984.968750 Penalty: 3900.561768
	Iteration 2F: 3 clusters Score -361985 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -362050.562500 Penalty: 3900.561768
	Iteration 3Q: 3 clusters Score -362050.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -362090.187500 Penalty: 3900.561768
	Iteration 4Q: 3 clusters Score -362090.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -362125.218750 Penalty: 3900.561768
	Iteration 5Q: 3 clusters Score -362125.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -362155.125000 Penalty: 3900.561768
	Iteration 6Q: 3 clusters Score -362155.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -362172.812500 Penalty: 3900.561768
	Iteration 7Q: 3 clusters Score -362172.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -362179.843750 Penalty: 3900.561768
	Iteration 8Q: 3 clusters Score -362179.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -362189.937500 Penalty: 3900.561768
	Iteration 9Q: 3 clusters Score -362189.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -362198.343750 Penalty: 3900.561768
	Iteration 10Q: 3 clusters Score -362198.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -362201.656250 Penalty: 3900.561768
	Iteration 11Q: 3 clusters Score -362201.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -362202.781250 Penalty: 3900.561768
	Iteration 12Q: 3 clusters Score -362202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -362205.218750 Penalty: 3900.561768
	Iteration 13Q: 3 clusters Score -362205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -362206.531250 Penalty: 3900.561768
	Iteration 14Q: 3 clusters Score -362206.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -362206.906250 Penalty: 3900.561768
	Iteration 15Q: 3 clusters Score -362206.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -362207.781250 Penalty: 3900.561768
	Iteration 16Q: 3 clusters Score -362207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -362208.968750 Penalty: 3900.561768
	Iteration 17Q: 3 clusters Score -362209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -362210.375000 Penalty: 3900.561768
	Iteration 18Q: 3 clusters Score -362210.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -362211.000000 Penalty: 3900.561768
	Iteration 19Q: 3 clusters Score -362211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -362211.656250 Penalty: 3900.561768
	Iteration 20F: 3 clusters Score -362211.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -362212.031250 Penalty: 3900.561768
	Iteration 21Q: 3 clusters Score -362212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -362213.562500 Penalty: 3900.561768
	Iteration 22Q: 3 clusters Score -362213.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -362214.562500 Penalty: 3900.561768
	Iteration 23Q: 3 clusters Score -362214.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -362214.937500 Penalty: 3900.561768
	Iteration 24Q: 3 clusters Score -362214.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -362217.093750 Penalty: 3900.561768
	Iteration 25Q: 3 clusters Score -362217.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -362218.812500 Penalty: 3900.561768
	Iteration 26Q: 3 clusters Score -362218.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -362221.812500 Penalty: 3900.561768
	Iteration 27Q: 3 clusters Score -362221.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -362227.343750 Penalty: 3900.561768
	Iteration 28Q: 3 clusters Score -362227.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -362232.562500 Penalty: 3900.561768
	Iteration 29Q: 3 clusters Score -362232.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -362236.937500 Penalty: 3900.561768
	Iteration 30Q: 3 clusters Score -362236.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -362243.000000 Penalty: 3900.561768
	Iteration 31Q: 3 clusters Score -362243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -362244.750000 Penalty: 3900.561768
	Iteration 32Q: 3 clusters Score -362244.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -362248.312500 Penalty: 3900.561768
	Iteration 33Q: 3 clusters Score -362248.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -362251.031250 Penalty: 3900.561768
	Iteration 34Q: 3 clusters Score -362251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -362252.718750 Penalty: 3900.561768
	Iteration 35Q: 3 clusters Score -362252.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -362256.750000 Penalty: 3900.561768
	Iteration 36Q: 3 clusters Score -362256.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -362259.968750 Penalty: 3900.561768
	Iteration 37Q: 3 clusters Score -362260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -362262.718750 Penalty: 3900.561768
	Iteration 38Q: 3 clusters Score -362262.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -362265.343750 Penalty: 3900.561768
	Iteration 39Q: 3 clusters Score -362265.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -362266.937500 Penalty: 3900.561768
	Iteration 40F: 3 clusters Score -362266.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -362269.343750 Penalty: 3900.561768
	Iteration 41Q: 3 clusters Score -362269.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -362270.750000 Penalty: 3900.561768
	Iteration 42Q: 3 clusters Score -362270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -362270.750000 Penalty: 3900.561768
	Iteration 43Q: 3 clusters Score -362270.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -362272.218750 Penalty: 3900.561768
	Iteration 44Q: 3 clusters Score -362272.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -362272.500000 Penalty: 3900.561768
	Iteration 45Q: 3 clusters Score -362272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -362272.906250 Penalty: 3900.561768
	Iteration 46Q: 3 clusters Score -362272.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -362273.875000 Penalty: 3900.561768
	Iteration 47Q: 3 clusters Score -362273.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -362274.812500 Penalty: 3900.561768
	Iteration 48Q: 3 clusters Score -362274.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -362274.812500 Penalty: 3900.561768
	Iteration 49F: 3 clusters Score -362274.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (295140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295140 members 
Entering Unmasked Estep 
Score: -40434776.000000 Penalty: 3123.610840
	Iteration 0F: 2 clusters Score -4.043478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147335 members 
Mstep: Class 2 contains 147805 members 
Entering Unmasked Estep 
Score: -40260832.000000 Penalty: 6247.221680
	Iteration 0F: 3 clusters Score -4.026083e+07 nChanged 142641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140384 members 
Mstep: Class 2 contains 154756 members 
Entering Unmasked Estep 
Score: -40346244.000000 Penalty: 6247.221680
	Iteration 1F: 3 clusters Score -4.034624e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136352 members 
Mstep: Class 2 contains 158788 members 
Entering Unmasked Estep 
Score: -40348188.000000 Penalty: 6247.221680
	Iteration 2Q: 3 clusters Score -4.034819e+07 nChanged 9991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130127 members 
Mstep: Class 2 contains 165013 members 
Entering Unmasked Estep 
Score: -40351416.000000 Penalty: 6247.221680
	Iteration 3Q: 3 clusters Score -4.035142e+07 nChanged 12174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120867 members 
Mstep: Class 2 contains 174273 members 
Entering Unmasked Estep 
Score: -40356592.000000 Penalty: 6247.221680
	Iteration 4Q: 3 clusters Score -4.035659e+07 nChanged 15572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107515 members 
Mstep: Class 2 contains 187625 members 
Entering Unmasked Estep 
Score: -40365140.000000 Penalty: 6247.221680
	Iteration 5F: 3 clusters Score -4.036514e+07 nChanged 18720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90495 members 
Mstep: Class 2 contains 204645 members 
Entering Unmasked Estep 
Score: -40378588.000000 Penalty: 6247.221680
	Iteration 6F: 3 clusters Score -4.037859e+07 nChanged 20309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71554 members 
Mstep: Class 2 contains 223586 members 
Entering Unmasked Estep 
Score: -40396164.000000 Penalty: 6247.221680
	Iteration 7F: 3 clusters Score -4.039616e+07 nChanged 19342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 242098 members 
Entering Unmasked Estep 
Score: -40411332.000000 Penalty: 6247.221680
	Iteration 8F: 3 clusters Score -4.041133e+07 nChanged 16156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 257710 members 
Entering Unmasked Estep 
Score: -40420580.000000 Penalty: 6247.221680
	Iteration 9F: 3 clusters Score -4.042058e+07 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 269296 members 
Entering Unmasked Estep 
Score: -40425640.000000 Penalty: 6247.221680
	Iteration 10Q: 3 clusters Score -4.042564e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 277514 members 
Entering Unmasked Estep 
Score: -40428144.000000 Penalty: 6247.221680
	Iteration 11Q: 3 clusters Score -4.042814e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 283374 members 
Entering Unmasked Estep 
Score: -40429568.000000 Penalty: 6247.221680
	Iteration 12Q: 3 clusters Score -4.042957e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 287313 members 
Entering Unmasked Estep 
Score: -40429868.000000 Penalty: 6247.221680
	Iteration 13Q: 3 clusters Score -4.042987e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 289883 members 
Entering Unmasked Estep 
Score: -40430380.000000 Penalty: 6247.221680
	Iteration 14Q: 3 clusters Score -4.043038e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 291547 members 
Entering Unmasked Estep 
Score: -40430840.000000 Penalty: 6247.221680
	Iteration 15Q: 3 clusters Score -4.043084e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 292531 members 
Entering Unmasked Estep 
Score: -40431164.000000 Penalty: 6247.221680
	Iteration 16Q: 3 clusters Score -4.043116e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 293102 members 
Entering Unmasked Estep 
Score: -40431448.000000 Penalty: 6247.221680
	Iteration 17Q: 3 clusters Score -4.043145e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 293465 members 
Entering Unmasked Estep 
Score: -40431696.000000 Penalty: 6247.221680
	Iteration 18Q: 3 clusters Score -4.04317e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 293697 members 
Entering Unmasked Estep 
Score: -40431828.000000 Penalty: 6247.221680
	Iteration 19Q: 3 clusters Score -4.043183e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 293865 members 
Entering Unmasked Estep 
Score: -40431848.000000 Penalty: 6247.221680
	Iteration 20F: 3 clusters Score -4.043185e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 293978 members 
Entering Unmasked Estep 
Score: -40431896.000000 Penalty: 6247.221680
	Iteration 21Q: 3 clusters Score -4.04319e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 294049 members 
Entering Unmasked Estep 
Score: -40431984.000000 Penalty: 6247.221680
	Iteration 22Q: 3 clusters Score -4.043198e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 294105 members 
Entering Unmasked Estep 
Score: -40431988.000000 Penalty: 6247.221680
	Iteration 23Q: 3 clusters Score -4.043199e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 294136 members 
Entering Unmasked Estep 
Score: -40431988.000000 Penalty: 6247.221680
	Iteration 24Q: 3 clusters Score -4.043199e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 294168 members 
Entering Unmasked Estep 
Score: -40432020.000000 Penalty: 6247.221680
	Iteration 25Q: 3 clusters Score -4.043202e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 294187 members 
Entering Unmasked Estep 
Score: -40432080.000000 Penalty: 6247.221680
	Iteration 26Q: 3 clusters Score -4.043208e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 294212 members 
Entering Unmasked Estep 
Score: -40432052.000000 Penalty: 6247.221680
	Iteration 27Q: 3 clusters Score -4.043205e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 294230 members 
Entering Unmasked Estep 
Score: -40432092.000000 Penalty: 6247.221680
	Iteration 28Q: 3 clusters Score -4.043209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 294236 members 
Entering Unmasked Estep 
Score: -40432124.000000 Penalty: 6247.221680
	Iteration 29Q: 3 clusters Score -4.043212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 294241 members 
Entering Unmasked Estep 
Score: -40432132.000000 Penalty: 6247.221680
	Iteration 30Q: 3 clusters Score -4.043213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 294250 members 
Entering Unmasked Estep 
Score: -40432116.000000 Penalty: 6247.221680
	Iteration 31Q: 3 clusters Score -4.043212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 294259 members 
Entering Unmasked Estep 
Score: -40432132.000000 Penalty: 6247.221680
	Iteration 32Q: 3 clusters Score -4.043213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 294263 members 
Entering Unmasked Estep 
Score: -40432128.000000 Penalty: 6247.221680
	Iteration 33Q: 3 clusters Score -4.043213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 294268 members 
Entering Unmasked Estep 
Score: -40432124.000000 Penalty: 6247.221680
	Iteration 34Q: 3 clusters Score -4.043212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 294275 members 
Entering Unmasked Estep 
Score: -40432136.000000 Penalty: 6247.221680
	Iteration 35Q: 3 clusters Score -4.043214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 294284 members 
Entering Unmasked Estep 
Score: -40432156.000000 Penalty: 6247.221680
	Iteration 36Q: 3 clusters Score -4.043216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 294295 members 
Entering Unmasked Estep 
Score: -40432176.000000 Penalty: 6247.221680
	Iteration 37Q: 3 clusters Score -4.043218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 294299 members 
Entering Unmasked Estep 
Score: -40432152.000000 Penalty: 6247.221680
	Iteration 38Q: 3 clusters Score -4.043215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 294302 members 
Entering Unmasked Estep 
Score: -40432156.000000 Penalty: 6247.221680
	Iteration 39Q: 3 clusters Score -4.043216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 294303 members 
Entering Unmasked Estep 
Score: -40432148.000000 Penalty: 6247.221680
	Iteration 40F: 3 clusters Score -4.043215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 294305 members 
Entering Unmasked Estep 
Score: -40432128.000000 Penalty: 6247.221680
	Iteration 41Q: 3 clusters Score -4.043213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 294308 members 
Entering Unmasked Estep 
Score: -40432148.000000 Penalty: 6247.221680
	Iteration 42Q: 3 clusters Score -4.043215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 294312 members 
Entering Unmasked Estep 
Score: -40432124.000000 Penalty: 6247.221680
	Iteration 43Q: 3 clusters Score -4.043212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 294313 members 
Entering Unmasked Estep 
Score: -40432124.000000 Penalty: 6247.221680
	Iteration 44Q: 3 clusters Score -4.043212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 294313 members 
Entering Unmasked Estep 
Score: -40432124.000000 Penalty: 6247.221680
	Iteration 45F: 3 clusters Score -4.043212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Entering Unmasked Estep 
Score: -1106994.375000 Penalty: 2220.085449
	Iteration 0F: 2 clusters Score -1106994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1100765.000000 Penalty: 4440.170898
	Iteration 0F: 3 clusters Score -1100765 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1102384.375000 Penalty: 4440.170898
	Iteration 1F: 3 clusters Score -1102384 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1102650.125000 Penalty: 4440.170898
	Iteration 2F: 3 clusters Score -1102650 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1102840.500000 Penalty: 4440.170898
	Iteration 3F: 3 clusters Score -1102840 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1102972.875000 Penalty: 4440.170898
	Iteration 4Q: 3 clusters Score -1102973 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1103081.000000 Penalty: 4440.170898
	Iteration 5Q: 3 clusters Score -1103081 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1103180.750000 Penalty: 4440.170898
	Iteration 6Q: 3 clusters Score -1103181 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1103275.125000 Penalty: 4440.170898
	Iteration 7Q: 3 clusters Score -1103275 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1103382.375000 Penalty: 4440.170898
	Iteration 8Q: 3 clusters Score -1103382 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1103495.375000 Penalty: 4440.170898
	Iteration 9Q: 3 clusters Score -1103495 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1103606.500000 Penalty: 4440.170898
	Iteration 10Q: 3 clusters Score -1103606 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1103733.000000 Penalty: 4440.170898
	Iteration 11Q: 3 clusters Score -1103733 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1103877.375000 Penalty: 4440.170898
	Iteration 12Q: 3 clusters Score -1103877 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1104062.625000 Penalty: 4440.170898
	Iteration 13Q: 3 clusters Score -1104063 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1104243.375000 Penalty: 4440.170898
	Iteration 14Q: 3 clusters Score -1104243 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1104421.875000 Penalty: 4440.170898
	Iteration 15Q: 3 clusters Score -1104422 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1104556.250000 Penalty: 4440.170898
	Iteration 16Q: 3 clusters Score -1104556 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1104659.250000 Penalty: 4440.170898
	Iteration 17Q: 3 clusters Score -1104659 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1104738.750000 Penalty: 4440.170898
	Iteration 18Q: 3 clusters Score -1104739 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1104797.500000 Penalty: 4440.170898
	Iteration 19Q: 3 clusters Score -1104798 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1104848.375000 Penalty: 4440.170898
	Iteration 20F: 3 clusters Score -1104848 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1104879.875000 Penalty: 4440.170898
	Iteration 21Q: 3 clusters Score -1104880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1104909.250000 Penalty: 4440.170898
	Iteration 22Q: 3 clusters Score -1104909 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1104928.125000 Penalty: 4440.170898
	Iteration 23Q: 3 clusters Score -1104928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1104944.625000 Penalty: 4440.170898
	Iteration 24Q: 3 clusters Score -1104945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1104958.000000 Penalty: 4440.170898
	Iteration 25Q: 3 clusters Score -1104958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1104974.250000 Penalty: 4440.170898
	Iteration 26Q: 3 clusters Score -1104974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1104985.625000 Penalty: 4440.170898
	Iteration 27Q: 3 clusters Score -1104986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1105000.250000 Penalty: 4440.170898
	Iteration 28Q: 3 clusters Score -1105000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1105008.500000 Penalty: 4440.170898
	Iteration 29Q: 3 clusters Score -1105008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1105015.000000 Penalty: 4440.170898
	Iteration 30Q: 3 clusters Score -1105015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1105025.500000 Penalty: 4440.170898
	Iteration 31Q: 3 clusters Score -1105026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1105037.250000 Penalty: 4440.170898
	Iteration 32Q: 3 clusters Score -1105037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1105046.750000 Penalty: 4440.170898
	Iteration 33Q: 3 clusters Score -1105047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1105051.500000 Penalty: 4440.170898
	Iteration 34Q: 3 clusters Score -1105052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1105053.375000 Penalty: 4440.170898
	Iteration 35Q: 3 clusters Score -1105053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1105057.750000 Penalty: 4440.170898
	Iteration 36Q: 3 clusters Score -1105058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1105060.625000 Penalty: 4440.170898
	Iteration 37Q: 3 clusters Score -1105061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1105063.750000 Penalty: 4440.170898
	Iteration 38Q: 3 clusters Score -1105064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1105062.750000 Penalty: 4440.170898
	Iteration 39Q: 3 clusters Score -1105063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1105063.500000 Penalty: 4440.170898
	Iteration 40F: 3 clusters Score -1105064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1105065.250000 Penalty: 4440.170898
	Iteration 41Q: 3 clusters Score -1105065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1105064.875000 Penalty: 4440.170898
	Iteration 42Q: 3 clusters Score -1105065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1105064.875000 Penalty: 4440.170898
	Iteration 43F: 3 clusters Score -1105065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -29341.017578 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -29341.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28206.775391 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -28206.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28305.291016 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -28305.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28319.279297 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -28319.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28325.824219 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -28325.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28325.824219 Penalty: 2712.157715
	Iteration 4F: 3 clusters Score -28325.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (159233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159233 members 
Entering Unmasked Estep 
Score: -22223676.000000 Penalty: 2970.574707
	Iteration 0F: 2 clusters Score -2.222368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79699 members 
Mstep: Class 2 contains 79534 members 
Entering Unmasked Estep 
Score: -22120904.000000 Penalty: 5941.149414
	Iteration 0F: 3 clusters Score -2.21209e+07 nChanged 76385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82618 members 
Mstep: Class 2 contains 76615 members 
Entering Unmasked Estep 
Score: -22165268.000000 Penalty: 5941.149414
	Iteration 1F: 3 clusters Score -2.216527e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84590 members 
Mstep: Class 2 contains 74643 members 
Entering Unmasked Estep 
Score: -22166254.000000 Penalty: 5941.149414
	Iteration 2Q: 3 clusters Score -2.216625e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87572 members 
Mstep: Class 2 contains 71661 members 
Entering Unmasked Estep 
Score: -22167880.000000 Penalty: 5941.149414
	Iteration 3Q: 3 clusters Score -2.216788e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92105 members 
Mstep: Class 2 contains 67128 members 
Entering Unmasked Estep 
Score: -22170784.000000 Penalty: 5941.149414
	Iteration 4Q: 3 clusters Score -2.217078e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98791 members 
Mstep: Class 2 contains 60442 members 
Entering Unmasked Estep 
Score: -22175870.000000 Penalty: 5941.149414
	Iteration 5F: 3 clusters Score -2.217587e+07 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107937 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -22184004.000000 Penalty: 5941.149414
	Iteration 6F: 3 clusters Score -2.2184e+07 nChanged 13366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118661 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -22194934.000000 Penalty: 5941.149414
	Iteration 7F: 3 clusters Score -2.219493e+07 nChanged 12197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129240 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -22205828.000000 Penalty: 5941.149414
	Iteration 8F: 3 clusters Score -2.220583e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137119 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -22214868.000000 Penalty: 5941.149414
	Iteration 9F: 3 clusters Score -2.221487e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141173 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -22219606.000000 Penalty: 5941.149414
	Iteration 10Q: 3 clusters Score -2.221961e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143305 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -22221252.000000 Penalty: 5941.149414
	Iteration 11Q: 3 clusters Score -2.222125e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144942 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -22221820.000000 Penalty: 5941.149414
	Iteration 12Q: 3 clusters Score -2.222182e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146382 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -22222030.000000 Penalty: 5941.149414
	Iteration 13Q: 3 clusters Score -2.222203e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147672 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -22222396.000000 Penalty: 5941.149414
	Iteration 14Q: 3 clusters Score -2.22224e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148769 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -22222600.000000 Penalty: 5941.149414
	Iteration 15Q: 3 clusters Score -2.22226e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149680 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -22222590.000000 Penalty: 5941.149414
	Iteration 16Q: 3 clusters Score -2.222259e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150476 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -22222656.000000 Penalty: 5941.149414
	Iteration 17Q: 3 clusters Score -2.222266e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151175 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -22222608.000000 Penalty: 5941.149414
	Iteration 18Q: 3 clusters Score -2.222261e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151827 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -22222760.000000 Penalty: 5941.149414
	Iteration 19Q: 3 clusters Score -2.222276e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152365 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -22222790.000000 Penalty: 5941.149414
	Iteration 20F: 3 clusters Score -2.222279e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152877 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -22222726.000000 Penalty: 5941.149414
	Iteration 21Q: 3 clusters Score -2.222273e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153281 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -22222684.000000 Penalty: 5941.149414
	Iteration 22Q: 3 clusters Score -2.222268e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153620 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -22222670.000000 Penalty: 5941.149414
	Iteration 23Q: 3 clusters Score -2.222267e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153917 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -22222680.000000 Penalty: 5941.149414
	Iteration 24Q: 3 clusters Score -2.222268e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154205 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -22222620.000000 Penalty: 5941.149414
	Iteration 25Q: 3 clusters Score -2.222262e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154448 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -22222624.000000 Penalty: 5941.149414
	Iteration 26Q: 3 clusters Score -2.222262e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154632 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -22222674.000000 Penalty: 5941.149414
	Iteration 27Q: 3 clusters Score -2.222267e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154806 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -22222634.000000 Penalty: 5941.149414
	Iteration 28Q: 3 clusters Score -2.222263e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154981 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -22222644.000000 Penalty: 5941.149414
	Iteration 29Q: 3 clusters Score -2.222264e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155116 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -22222622.000000 Penalty: 5941.149414
	Iteration 30Q: 3 clusters Score -2.222262e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155240 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -22222582.000000 Penalty: 5941.149414
	Iteration 31Q: 3 clusters Score -2.222258e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155382 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -22222572.000000 Penalty: 5941.149414
	Iteration 32Q: 3 clusters Score -2.222257e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155502 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -22222576.000000 Penalty: 5941.149414
	Iteration 33Q: 3 clusters Score -2.222258e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155607 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -22222540.000000 Penalty: 5941.149414
	Iteration 34Q: 3 clusters Score -2.222254e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155707 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -22222514.000000 Penalty: 5941.149414
	Iteration 35Q: 3 clusters Score -2.222251e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155789 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -22222478.000000 Penalty: 5941.149414
	Iteration 36Q: 3 clusters Score -2.222248e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155870 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -22222486.000000 Penalty: 5941.149414
	Iteration 37Q: 3 clusters Score -2.222249e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155935 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -22222478.000000 Penalty: 5941.149414
	Iteration 38Q: 3 clusters Score -2.222248e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155977 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -22222476.000000 Penalty: 5941.149414
	Iteration 39Q: 3 clusters Score -2.222248e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156012 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -22222452.000000 Penalty: 5941.149414
	Iteration 40F: 3 clusters Score -2.222245e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156046 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -22222458.000000 Penalty: 5941.149414
	Iteration 41Q: 3 clusters Score -2.222246e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156068 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -22222470.000000 Penalty: 5941.149414
	Iteration 42Q: 3 clusters Score -2.222247e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156095 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -22222476.000000 Penalty: 5941.149414
	Iteration 43Q: 3 clusters Score -2.222248e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156112 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -22222494.000000 Penalty: 5941.149414
	Iteration 44Q: 3 clusters Score -2.222249e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156130 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -22222500.000000 Penalty: 5941.149414
	Iteration 45Q: 3 clusters Score -2.22225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156143 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -22222498.000000 Penalty: 5941.149414
	Iteration 46Q: 3 clusters Score -2.22225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156156 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -22222512.000000 Penalty: 5941.149414
	Iteration 47Q: 3 clusters Score -2.222251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156167 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -22222500.000000 Penalty: 5941.149414
	Iteration 48Q: 3 clusters Score -2.22225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156179 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -22222502.000000 Penalty: 5941.149414
	Iteration 49Q: 3 clusters Score -2.22225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156183 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -22222494.000000 Penalty: 5941.149414
	Iteration 50Q: 3 clusters Score -2.222249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156186 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -22222510.000000 Penalty: 5941.149414
	Iteration 51Q: 3 clusters Score -2.222251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156190 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -22222494.000000 Penalty: 5941.149414
	Iteration 52Q: 3 clusters Score -2.222249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156193 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -22222490.000000 Penalty: 5941.149414
	Iteration 53Q: 3 clusters Score -2.222249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156196 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -22222494.000000 Penalty: 5941.149414
	Iteration 54Q: 3 clusters Score -2.222249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156199 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -22222494.000000 Penalty: 5941.149414
	Iteration 55Q: 3 clusters Score -2.222249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156203 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -22222488.000000 Penalty: 5941.149414
	Iteration 56Q: 3 clusters Score -2.222249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156205 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -22222498.000000 Penalty: 5941.149414
	Iteration 57Q: 3 clusters Score -2.22225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156207 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -22222496.000000 Penalty: 5941.149414
	Iteration 58Q: 3 clusters Score -2.22225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156210 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -22222484.000000 Penalty: 5941.149414
	Iteration 59Q: 3 clusters Score -2.222248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156211 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -22222484.000000 Penalty: 5941.149414
	Iteration 60F: 3 clusters Score -2.222248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Entering Unmasked Estep 
Score: -5299354.500000 Penalty: 2624.600830
	Iteration 0F: 2 clusters Score -5299354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -5272713.500000 Penalty: 5249.201660
	Iteration 0F: 3 clusters Score -5272714 nChanged 17938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -5282502.000000 Penalty: 5249.201660
	Iteration 1F: 3 clusters Score -5282502 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -5283068.500000 Penalty: 5249.201660
	Iteration 2Q: 3 clusters Score -5283068 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -5283659.000000 Penalty: 5249.201660
	Iteration 3Q: 3 clusters Score -5283659 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -5284452.500000 Penalty: 5249.201660
	Iteration 4Q: 3 clusters Score -5284452 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -5285580.000000 Penalty: 5249.201660
	Iteration 5F: 3 clusters Score -5285580 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -5287172.500000 Penalty: 5249.201660
	Iteration 6F: 3 clusters Score -5287172 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -5289571.000000 Penalty: 5249.201660
	Iteration 7F: 3 clusters Score -5289571 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -5292402.500000 Penalty: 5249.201660
	Iteration 8F: 3 clusters Score -5292402 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -5294857.500000 Penalty: 5249.201660
	Iteration 9F: 3 clusters Score -5294858 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5296254.500000 Penalty: 5249.201660
	Iteration 10Q: 3 clusters Score -5296254 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5297078.500000 Penalty: 5249.201660
	Iteration 11Q: 3 clusters Score -5297078 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5297611.000000 Penalty: 5249.201660
	Iteration 12Q: 3 clusters Score -5297611 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5297905.000000 Penalty: 5249.201660
	Iteration 13Q: 3 clusters Score -5297905 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5298110.500000 Penalty: 5249.201660
	Iteration 14Q: 3 clusters Score -5298110 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5298222.000000 Penalty: 5249.201660
	Iteration 15Q: 3 clusters Score -5298222 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5298266.000000 Penalty: 5249.201660
	Iteration 16Q: 3 clusters Score -5298266 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5298309.000000 Penalty: 5249.201660
	Iteration 17Q: 3 clusters Score -5298309 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5298314.000000 Penalty: 5249.201660
	Iteration 18Q: 3 clusters Score -5298314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5298325.000000 Penalty: 5249.201660
	Iteration 19Q: 3 clusters Score -5298325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5298350.500000 Penalty: 5249.201660
	Iteration 20F: 3 clusters Score -5298350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5298363.500000 Penalty: 5249.201660
	Iteration 21Q: 3 clusters Score -5298364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5298359.000000 Penalty: 5249.201660
	Iteration 22Q: 3 clusters Score -5298359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5298367.000000 Penalty: 5249.201660
	Iteration 23Q: 3 clusters Score -5298367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5298366.500000 Penalty: 5249.201660
	Iteration 24Q: 3 clusters Score -5298366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5298374.500000 Penalty: 5249.201660
	Iteration 25Q: 3 clusters Score -5298374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5298370.000000 Penalty: 5249.201660
	Iteration 26Q: 3 clusters Score -5298370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5298373.000000 Penalty: 5249.201660
	Iteration 27Q: 3 clusters Score -5298373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5298369.000000 Penalty: 5249.201660
	Iteration 28Q: 3 clusters Score -5298369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5298369.000000 Penalty: 5249.201660
	Iteration 29F: 3 clusters Score -5298369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Entering Unmasked Estep 
Score: -2757838.500000 Penalty: 2464.548584
	Iteration 0F: 2 clusters Score -2757838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2743392.750000 Penalty: 4929.097168
	Iteration 0F: 3 clusters Score -2743393 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2748473.000000 Penalty: 4929.097168
	Iteration 1F: 3 clusters Score -2748473 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2749239.250000 Penalty: 4929.097168
	Iteration 2F: 3 clusters Score -2749239 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2750016.750000 Penalty: 4929.097168
	Iteration 3F: 3 clusters Score -2750017 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2750792.500000 Penalty: 4929.097168
	Iteration 4F: 3 clusters Score -2750792 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2751468.750000 Penalty: 4929.097168
	Iteration 5F: 3 clusters Score -2751469 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2752030.250000 Penalty: 4929.097168
	Iteration 6F: 3 clusters Score -2752030 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2752424.750000 Penalty: 4929.097168
	Iteration 7Q: 3 clusters Score -2752425 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2752730.750000 Penalty: 4929.097168
	Iteration 8Q: 3 clusters Score -2752731 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2752942.750000 Penalty: 4929.097168
	Iteration 9Q: 3 clusters Score -2752943 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2753093.750000 Penalty: 4929.097168
	Iteration 10Q: 3 clusters Score -2753094 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2753208.250000 Penalty: 4929.097168
	Iteration 11Q: 3 clusters Score -2753208 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2753292.750000 Penalty: 4929.097168
	Iteration 12Q: 3 clusters Score -2753293 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2753348.000000 Penalty: 4929.097168
	Iteration 13Q: 3 clusters Score -2753348 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2753435.000000 Penalty: 4929.097168
	Iteration 14Q: 3 clusters Score -2753435 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2753474.000000 Penalty: 4929.097168
	Iteration 15Q: 3 clusters Score -2753474 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2753526.000000 Penalty: 4929.097168
	Iteration 16Q: 3 clusters Score -2753526 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2753600.250000 Penalty: 4929.097168
	Iteration 17Q: 3 clusters Score -2753600 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2753654.000000 Penalty: 4929.097168
	Iteration 18Q: 3 clusters Score -2753654 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2753705.750000 Penalty: 4929.097168
	Iteration 19Q: 3 clusters Score -2753706 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2753761.750000 Penalty: 4929.097168
	Iteration 20F: 3 clusters Score -2753762 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2753824.000000 Penalty: 4929.097168
	Iteration 21Q: 3 clusters Score -2753824 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2753886.250000 Penalty: 4929.097168
	Iteration 22Q: 3 clusters Score -2753886 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2753959.250000 Penalty: 4929.097168
	Iteration 23Q: 3 clusters Score -2753959 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2754059.250000 Penalty: 4929.097168
	Iteration 24Q: 3 clusters Score -2754059 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2754161.250000 Penalty: 4929.097168
	Iteration 25Q: 3 clusters Score -2754161 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2754292.750000 Penalty: 4929.097168
	Iteration 26Q: 3 clusters Score -2754293 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2754436.500000 Penalty: 4929.097168
	Iteration 27Q: 3 clusters Score -2754436 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2754568.250000 Penalty: 4929.097168
	Iteration 28Q: 3 clusters Score -2754568 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2754733.500000 Penalty: 4929.097168
	Iteration 29Q: 3 clusters Score -2754734 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2754866.500000 Penalty: 4929.097168
	Iteration 30Q: 3 clusters Score -2754866 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2754983.000000 Penalty: 4929.097168
	Iteration 31Q: 3 clusters Score -2754983 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2755067.000000 Penalty: 4929.097168
	Iteration 32Q: 3 clusters Score -2755067 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2755127.250000 Penalty: 4929.097168
	Iteration 33Q: 3 clusters Score -2755127 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2755195.000000 Penalty: 4929.097168
	Iteration 34Q: 3 clusters Score -2755195 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2755222.750000 Penalty: 4929.097168
	Iteration 35Q: 3 clusters Score -2755223 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2755266.500000 Penalty: 4929.097168
	Iteration 36Q: 3 clusters Score -2755266 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2755290.000000 Penalty: 4929.097168
	Iteration 37Q: 3 clusters Score -2755290 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2755323.250000 Penalty: 4929.097168
	Iteration 38Q: 3 clusters Score -2755323 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2755342.000000 Penalty: 4929.097168
	Iteration 39Q: 3 clusters Score -2755342 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2755376.250000 Penalty: 4929.097168
	Iteration 40F: 3 clusters Score -2755376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2755404.500000 Penalty: 4929.097168
	Iteration 41Q: 3 clusters Score -2755404 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2755418.000000 Penalty: 4929.097168
	Iteration 42Q: 3 clusters Score -2755418 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2755451.500000 Penalty: 4929.097168
	Iteration 43Q: 3 clusters Score -2755452 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2755479.000000 Penalty: 4929.097168
	Iteration 44Q: 3 clusters Score -2755479 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2755505.500000 Penalty: 4929.097168
	Iteration 45Q: 3 clusters Score -2755506 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2755521.000000 Penalty: 4929.097168
	Iteration 46Q: 3 clusters Score -2755521 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2755533.250000 Penalty: 4929.097168
	Iteration 47Q: 3 clusters Score -2755533 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2755542.500000 Penalty: 4929.097168
	Iteration 48Q: 3 clusters Score -2755542 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2755562.000000 Penalty: 4929.097168
	Iteration 49Q: 3 clusters Score -2755562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2755577.250000 Penalty: 4929.097168
	Iteration 50Q: 3 clusters Score -2755577 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2755588.750000 Penalty: 4929.097168
	Iteration 51Q: 3 clusters Score -2755589 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2755601.500000 Penalty: 4929.097168
	Iteration 52Q: 3 clusters Score -2755602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2755618.500000 Penalty: 4929.097168
	Iteration 53Q: 3 clusters Score -2755618 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2755636.000000 Penalty: 4929.097168
	Iteration 54Q: 3 clusters Score -2755636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2755657.000000 Penalty: 4929.097168
	Iteration 55Q: 3 clusters Score -2755657 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2755668.750000 Penalty: 4929.097168
	Iteration 56Q: 3 clusters Score -2755669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2755680.000000 Penalty: 4929.097168
	Iteration 57Q: 3 clusters Score -2755680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2755690.750000 Penalty: 4929.097168
	Iteration 58Q: 3 clusters Score -2755691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2755696.750000 Penalty: 4929.097168
	Iteration 59Q: 3 clusters Score -2755697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2755706.000000 Penalty: 4929.097168
	Iteration 60F: 3 clusters Score -2755706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2755714.750000 Penalty: 4929.097168
	Iteration 61Q: 3 clusters Score -2755715 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2755714.250000 Penalty: 4929.097168
	Iteration 62Q: 3 clusters Score -2755714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2755725.750000 Penalty: 4929.097168
	Iteration 63Q: 3 clusters Score -2755726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2755730.250000 Penalty: 4929.097168
	Iteration 64Q: 3 clusters Score -2755730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2755740.250000 Penalty: 4929.097168
	Iteration 65Q: 3 clusters Score -2755740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2755744.000000 Penalty: 4929.097168
	Iteration 66Q: 3 clusters Score -2755744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2755746.500000 Penalty: 4929.097168
	Iteration 67Q: 3 clusters Score -2755746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2755754.250000 Penalty: 4929.097168
	Iteration 68Q: 3 clusters Score -2755754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2755760.250000 Penalty: 4929.097168
	Iteration 69Q: 3 clusters Score -2755760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2755762.500000 Penalty: 4929.097168
	Iteration 70Q: 3 clusters Score -2755762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2755771.000000 Penalty: 4929.097168
	Iteration 71Q: 3 clusters Score -2755771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2755770.750000 Penalty: 4929.097168
	Iteration 72Q: 3 clusters Score -2755771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2755770.750000 Penalty: 4929.097168
	Iteration 73Q: 3 clusters Score -2755771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2755775.500000 Penalty: 4929.097168
	Iteration 74Q: 3 clusters Score -2755776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -2755779.750000 Penalty: 4929.097168
	Iteration 75Q: 3 clusters Score -2755780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2755781.750000 Penalty: 4929.097168
	Iteration 76Q: 3 clusters Score -2755782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2755777.000000 Penalty: 4929.097168
	Iteration 77Q: 3 clusters Score -2755777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2755777.000000 Penalty: 4929.097168
	Iteration 78Q: 3 clusters Score -2755777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2755779.000000 Penalty: 4929.097168
	Iteration 79Q: 3 clusters Score -2755779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2755782.250000 Penalty: 4929.097168
	Iteration 80F: 3 clusters Score -2755782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2755785.500000 Penalty: 4929.097168
	Iteration 81Q: 3 clusters Score -2755786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2755792.500000 Penalty: 4929.097168
	Iteration 82Q: 3 clusters Score -2755792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2755800.250000 Penalty: 4929.097168
	Iteration 83Q: 3 clusters Score -2755800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2755799.250000 Penalty: 4929.097168
	Iteration 84Q: 3 clusters Score -2755799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2755804.500000 Penalty: 4929.097168
	Iteration 85Q: 3 clusters Score -2755804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2755810.250000 Penalty: 4929.097168
	Iteration 86Q: 3 clusters Score -2755810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2755807.750000 Penalty: 4929.097168
	Iteration 87Q: 3 clusters Score -2755808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2755808.500000 Penalty: 4929.097168
	Iteration 88Q: 3 clusters Score -2755808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2755811.000000 Penalty: 4929.097168
	Iteration 89Q: 3 clusters Score -2755811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2755807.250000 Penalty: 4929.097168
	Iteration 90Q: 3 clusters Score -2755807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2755811.500000 Penalty: 4929.097168
	Iteration 91Q: 3 clusters Score -2755812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2755810.250000 Penalty: 4929.097168
	Iteration 92Q: 3 clusters Score -2755810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2755809.000000 Penalty: 4929.097168
	Iteration 93Q: 3 clusters Score -2755809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2755809.250000 Penalty: 4929.097168
	Iteration 94Q: 3 clusters Score -2755809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2755813.750000 Penalty: 4929.097168
	Iteration 95Q: 3 clusters Score -2755814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2755813.750000 Penalty: 4929.097168
	Iteration 96F: 3 clusters Score -2755814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -140255.000000 Penalty: 1734.495483
	Iteration 0F: 2 clusters Score -140255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -138273.203125 Penalty: 3468.990967
	Iteration 0F: 3 clusters Score -138273.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -138629.750000 Penalty: 3468.990967
	Iteration 1F: 3 clusters Score -138629.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -138822.343750 Penalty: 3468.990967
	Iteration 2F: 3 clusters Score -138822.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -138936.968750 Penalty: 3468.990967
	Iteration 3F: 3 clusters Score -138937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -139019.375000 Penalty: 3468.990967
	Iteration 4Q: 3 clusters Score -139019.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -139107.937500 Penalty: 3468.990967
	Iteration 5Q: 3 clusters Score -139107.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -139175.625000 Penalty: 3468.990967
	Iteration 6Q: 3 clusters Score -139175.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -139302.609375 Penalty: 3468.990967
	Iteration 7Q: 3 clusters Score -139302.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -139560.406250 Penalty: 3468.990967
	Iteration 8Q: 3 clusters Score -139560.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -139968.234375 Penalty: 3468.990967
	Iteration 9Q: 3 clusters Score -139968.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -140221.843750 Penalty: 3468.990967
	Iteration 10Q: 3 clusters Score -140221.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -140459.203125 Penalty: 3468.990967
	Iteration 11Q: 3 clusters Score -140459.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -140682.156250 Penalty: 3468.990967
	Iteration 12Q: 3 clusters Score -140682.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -140709.234375 Penalty: 3468.990967
	Iteration 13Q: 3 clusters Score -140709.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -140725.609375 Penalty: 3468.990967
	Iteration 14Q: 3 clusters Score -140725.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -140734.750000 Penalty: 3468.990967
	Iteration 15Q: 3 clusters Score -140734.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -140739.562500 Penalty: 3468.990967
	Iteration 16Q: 3 clusters Score -140739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -140741.625000 Penalty: 3468.990967
	Iteration 17Q: 3 clusters Score -140741.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -140742.968750 Penalty: 3468.990967
	Iteration 18F: 3 clusters Score -140743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -140746.656250 Penalty: 3468.990967
	Iteration 19Q: 3 clusters Score -140746.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -140751.468750 Penalty: 3468.990967
	Iteration 20F: 3 clusters Score -140751.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -140758.359375 Penalty: 3468.990967
	Iteration 21Q: 3 clusters Score -140758.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -140765.312500 Penalty: 3468.990967
	Iteration 22Q: 3 clusters Score -140765.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -140772.671875 Penalty: 3468.990967
	Iteration 23Q: 3 clusters Score -140772.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -140777.859375 Penalty: 3468.990967
	Iteration 24Q: 3 clusters Score -140777.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -140779.703125 Penalty: 3468.990967
	Iteration 25Q: 3 clusters Score -140779.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -140785.781250 Penalty: 3468.990967
	Iteration 26Q: 3 clusters Score -140785.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -140792.781250 Penalty: 3468.990967
	Iteration 27Q: 3 clusters Score -140792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -140802.859375 Penalty: 3468.990967
	Iteration 28Q: 3 clusters Score -140802.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -140812.187500 Penalty: 3468.990967
	Iteration 29Q: 3 clusters Score -140812.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -140815.078125 Penalty: 3468.990967
	Iteration 30Q: 3 clusters Score -140815.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -140819.875000 Penalty: 3468.990967
	Iteration 31Q: 3 clusters Score -140819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -140821.343750 Penalty: 3468.990967
	Iteration 32Q: 3 clusters Score -140821.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -140823.812500 Penalty: 3468.990967
	Iteration 33Q: 3 clusters Score -140823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -140825.187500 Penalty: 3468.990967
	Iteration 34Q: 3 clusters Score -140825.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -140825.187500 Penalty: 3468.990967
	Iteration 35F: 3 clusters Score -140825.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27289 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295140 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159233 members 
Mstep: Class 11 contains 39461 members 
Mstep: Class 12 contains 20696 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 10386 members 
Mstep: Class 15 contains 19965 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52675 members 
Mstep: Class 18 contains 124384 members 
Mstep: Class 19 contains 640 members 
Mstep: Class 20 contains 205441 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
Score: -135787280.000000 Penalty: 78787.804688
Splitting cluster 13 changes total score from -135788624.000000 to -135787280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (10386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Entering Unmasked Estep 
Score: -1451033.125000 Penalty: 2293.557129
	Iteration 0F: 2 clusters Score -1451033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1443165.875000 Penalty: 4587.114258
	Iteration 0F: 3 clusters Score -1443166 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1445447.125000 Penalty: 4587.114258
	Iteration 1F: 3 clusters Score -1445447 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1445756.875000 Penalty: 4587.114258
	Iteration 2F: 3 clusters Score -1445757 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1445972.000000 Penalty: 4587.114258
	Iteration 3Q: 3 clusters Score -1445972 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1446166.625000 Penalty: 4587.114258
	Iteration 4Q: 3 clusters Score -1446167 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1446346.875000 Penalty: 4587.114258
	Iteration 5Q: 3 clusters Score -1446347 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1446509.875000 Penalty: 4587.114258
	Iteration 6Q: 3 clusters Score -1446510 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1446682.000000 Penalty: 4587.114258
	Iteration 7Q: 3 clusters Score -1446682 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1446838.750000 Penalty: 4587.114258
	Iteration 8Q: 3 clusters Score -1446839 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1447026.875000 Penalty: 4587.114258
	Iteration 9Q: 3 clusters Score -1447027 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1447249.500000 Penalty: 4587.114258
	Iteration 10Q: 3 clusters Score -1447250 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1447491.625000 Penalty: 4587.114258
	Iteration 11Q: 3 clusters Score -1447492 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1447756.875000 Penalty: 4587.114258
	Iteration 12Q: 3 clusters Score -1447757 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1448055.625000 Penalty: 4587.114258
	Iteration 13Q: 3 clusters Score -1448056 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1448321.375000 Penalty: 4587.114258
	Iteration 14Q: 3 clusters Score -1448321 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1448530.250000 Penalty: 4587.114258
	Iteration 15Q: 3 clusters Score -1448530 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1448693.250000 Penalty: 4587.114258
	Iteration 16Q: 3 clusters Score -1448693 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1448778.000000 Penalty: 4587.114258
	Iteration 17Q: 3 clusters Score -1448778 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1448842.250000 Penalty: 4587.114258
	Iteration 18Q: 3 clusters Score -1448842 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1448879.750000 Penalty: 4587.114258
	Iteration 19Q: 3 clusters Score -1448880 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1448920.750000 Penalty: 4587.114258
	Iteration 20F: 3 clusters Score -1448921 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1448949.000000 Penalty: 4587.114258
	Iteration 21Q: 3 clusters Score -1448949 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1448974.500000 Penalty: 4587.114258
	Iteration 22Q: 3 clusters Score -1448974 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1448992.875000 Penalty: 4587.114258
	Iteration 23Q: 3 clusters Score -1448993 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1449011.000000 Penalty: 4587.114258
	Iteration 24Q: 3 clusters Score -1449011 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1449032.375000 Penalty: 4587.114258
	Iteration 25Q: 3 clusters Score -1449032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1449045.375000 Penalty: 4587.114258
	Iteration 26Q: 3 clusters Score -1449045 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1449057.375000 Penalty: 4587.114258
	Iteration 27Q: 3 clusters Score -1449057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1449068.250000 Penalty: 4587.114258
	Iteration 28Q: 3 clusters Score -1449068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1449078.125000 Penalty: 4587.114258
	Iteration 29Q: 3 clusters Score -1449078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1449083.750000 Penalty: 4587.114258
	Iteration 30Q: 3 clusters Score -1449084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1449094.250000 Penalty: 4587.114258
	Iteration 31Q: 3 clusters Score -1449094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1449097.125000 Penalty: 4587.114258
	Iteration 32Q: 3 clusters Score -1449097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1449105.875000 Penalty: 4587.114258
	Iteration 33Q: 3 clusters Score -1449106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1449118.125000 Penalty: 4587.114258
	Iteration 34Q: 3 clusters Score -1449118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1449119.625000 Penalty: 4587.114258
	Iteration 35Q: 3 clusters Score -1449120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1449126.250000 Penalty: 4587.114258
	Iteration 36Q: 3 clusters Score -1449126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1449135.375000 Penalty: 4587.114258
	Iteration 37Q: 3 clusters Score -1449135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1449142.750000 Penalty: 4587.114258
	Iteration 38Q: 3 clusters Score -1449143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1449147.875000 Penalty: 4587.114258
	Iteration 39Q: 3 clusters Score -1449148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1449150.500000 Penalty: 4587.114258
	Iteration 40F: 3 clusters Score -1449150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1449150.875000 Penalty: 4587.114258
	Iteration 41Q: 3 clusters Score -1449151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1449159.625000 Penalty: 4587.114258
	Iteration 42Q: 3 clusters Score -1449160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1449167.500000 Penalty: 4587.114258
	Iteration 43Q: 3 clusters Score -1449168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1449169.375000 Penalty: 4587.114258
	Iteration 44Q: 3 clusters Score -1449169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1449168.250000 Penalty: 4587.114258
	Iteration 45Q: 3 clusters Score -1449168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1449171.125000 Penalty: 4587.114258
	Iteration 46Q: 3 clusters Score -1449171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1449173.250000 Penalty: 4587.114258
	Iteration 47Q: 3 clusters Score -1449173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1449178.875000 Penalty: 4587.114258
	Iteration 48Q: 3 clusters Score -1449179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1449181.750000 Penalty: 4587.114258
	Iteration 49Q: 3 clusters Score -1449182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1449185.125000 Penalty: 4587.114258
	Iteration 50Q: 3 clusters Score -1449185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1449186.875000 Penalty: 4587.114258
	Iteration 51Q: 3 clusters Score -1449187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1449184.500000 Penalty: 4587.114258
	Iteration 52Q: 3 clusters Score -1449184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1449186.500000 Penalty: 4587.114258
	Iteration 53Q: 3 clusters Score -1449186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1449185.875000 Penalty: 4587.114258
	Iteration 54Q: 3 clusters Score -1449186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1449185.875000 Penalty: 4587.114258
	Iteration 55Q: 3 clusters Score -1449186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1449185.875000 Penalty: 4587.114258
	Iteration 56F: 3 clusters Score -1449186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Entering Unmasked Estep 
Score: -2811752.500000 Penalty: 2455.630615
	Iteration 0F: 2 clusters Score -2811752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2797876.500000 Penalty: 4911.261230
	Iteration 0F: 3 clusters Score -2797876 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2802473.250000 Penalty: 4911.261230
	Iteration 1F: 3 clusters Score -2802473 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2802909.750000 Penalty: 4911.261230
	Iteration 2F: 3 clusters Score -2802910 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2803284.000000 Penalty: 4911.261230
	Iteration 3Q: 3 clusters Score -2803284 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2803654.500000 Penalty: 4911.261230
	Iteration 4Q: 3 clusters Score -2803654 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2804028.750000 Penalty: 4911.261230
	Iteration 5Q: 3 clusters Score -2804029 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2804492.000000 Penalty: 4911.261230
	Iteration 6Q: 3 clusters Score -2804492 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2805069.250000 Penalty: 4911.261230
	Iteration 7Q: 3 clusters Score -2805069 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2805676.000000 Penalty: 4911.261230
	Iteration 8Q: 3 clusters Score -2805676 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2806329.750000 Penalty: 4911.261230
	Iteration 9Q: 3 clusters Score -2806330 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2807061.500000 Penalty: 4911.261230
	Iteration 10Q: 3 clusters Score -2807062 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2807715.000000 Penalty: 4911.261230
	Iteration 11Q: 3 clusters Score -2807715 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2808231.500000 Penalty: 4911.261230
	Iteration 12Q: 3 clusters Score -2808232 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2808625.250000 Penalty: 4911.261230
	Iteration 13Q: 3 clusters Score -2808625 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2808927.500000 Penalty: 4911.261230
	Iteration 14Q: 3 clusters Score -2808928 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2809177.000000 Penalty: 4911.261230
	Iteration 15Q: 3 clusters Score -2809177 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2809340.000000 Penalty: 4911.261230
	Iteration 16Q: 3 clusters Score -2809340 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2809421.500000 Penalty: 4911.261230
	Iteration 17Q: 3 clusters Score -2809422 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2809479.250000 Penalty: 4911.261230
	Iteration 18Q: 3 clusters Score -2809479 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2809512.250000 Penalty: 4911.261230
	Iteration 19Q: 3 clusters Score -2809512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2809529.750000 Penalty: 4911.261230
	Iteration 20F: 3 clusters Score -2809530 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2809555.750000 Penalty: 4911.261230
	Iteration 21Q: 3 clusters Score -2809556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2809569.500000 Penalty: 4911.261230
	Iteration 22Q: 3 clusters Score -2809570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2809572.750000 Penalty: 4911.261230
	Iteration 23Q: 3 clusters Score -2809573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2809578.000000 Penalty: 4911.261230
	Iteration 24Q: 3 clusters Score -2809578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2809584.750000 Penalty: 4911.261230
	Iteration 25Q: 3 clusters Score -2809585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2809591.750000 Penalty: 4911.261230
	Iteration 26Q: 3 clusters Score -2809592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2809606.500000 Penalty: 4911.261230
	Iteration 27Q: 3 clusters Score -2809606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2809609.500000 Penalty: 4911.261230
	Iteration 28Q: 3 clusters Score -2809610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2809610.500000 Penalty: 4911.261230
	Iteration 29Q: 3 clusters Score -2809610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2809617.000000 Penalty: 4911.261230
	Iteration 30Q: 3 clusters Score -2809617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2809615.500000 Penalty: 4911.261230
	Iteration 31Q: 3 clusters Score -2809616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2809621.750000 Penalty: 4911.261230
	Iteration 32Q: 3 clusters Score -2809622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2809627.000000 Penalty: 4911.261230
	Iteration 33Q: 3 clusters Score -2809627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2809628.500000 Penalty: 4911.261230
	Iteration 34Q: 3 clusters Score -2809628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2809634.500000 Penalty: 4911.261230
	Iteration 35Q: 3 clusters Score -2809634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2809639.750000 Penalty: 4911.261230
	Iteration 36Q: 3 clusters Score -2809640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2809641.500000 Penalty: 4911.261230
	Iteration 37Q: 3 clusters Score -2809642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2809649.500000 Penalty: 4911.261230
	Iteration 38Q: 3 clusters Score -2809650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2809655.500000 Penalty: 4911.261230
	Iteration 39Q: 3 clusters Score -2809656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2809653.750000 Penalty: 4911.261230
	Iteration 40F: 3 clusters Score -2809654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2809658.750000 Penalty: 4911.261230
	Iteration 41Q: 3 clusters Score -2809659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2809662.250000 Penalty: 4911.261230
	Iteration 42Q: 3 clusters Score -2809662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2809662.250000 Penalty: 4911.261230
	Iteration 43Q: 3 clusters Score -2809662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2809668.750000 Penalty: 4911.261230
	Iteration 44Q: 3 clusters Score -2809669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2809670.750000 Penalty: 4911.261230
	Iteration 45Q: 3 clusters Score -2809671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2809670.500000 Penalty: 4911.261230
	Iteration 46Q: 3 clusters Score -2809670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2809669.750000 Penalty: 4911.261230
	Iteration 47Q: 3 clusters Score -2809670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2809675.250000 Penalty: 4911.261230
	Iteration 48Q: 3 clusters Score -2809675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2809676.250000 Penalty: 4911.261230
	Iteration 49Q: 3 clusters Score -2809676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2809677.250000 Penalty: 4911.261230
	Iteration 50Q: 3 clusters Score -2809677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2809676.750000 Penalty: 4911.261230
	Iteration 51Q: 3 clusters Score -2809677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2809676.750000 Penalty: 4911.261230
	Iteration 52F: 3 clusters Score -2809677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -27621.113281 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -27621.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26592.837891 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -26592.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26759.630859 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -26759.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26837.134766 Penalty: 2726.595459
	Iteration 2F: 3 clusters Score -26837.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26953.414062 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -26953.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27025.910156 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -27025.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27099.207031 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -27099.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27149.300781 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -27149.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27210.503906 Penalty: 2726.595459
	Iteration 7Q: 3 clusters Score -27210.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27238.476562 Penalty: 2726.595459
	Iteration 8Q: 3 clusters Score -27238.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27261.439453 Penalty: 2726.595459
	Iteration 9Q: 3 clusters Score -27261.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27277.125000 Penalty: 2726.595459
	Iteration 10Q: 3 clusters Score -27277.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27354.173828 Penalty: 2726.595459
	Iteration 11Q: 3 clusters Score -27354.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27392.769531 Penalty: 2726.595459
	Iteration 12Q: 3 clusters Score -27392.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27450.404297 Penalty: 2726.595459
	Iteration 13Q: 3 clusters Score -27450.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27450.404297 Penalty: 2726.595459
	Iteration 14F: 3 clusters Score -27450.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Entering Unmasked Estep 
Score: -7113216.500000 Penalty: 2696.230225
	Iteration 0F: 2 clusters Score -7113216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -7077744.500000 Penalty: 5392.460449
	Iteration 0F: 3 clusters Score -7077744 nChanged 24370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -7091261.500000 Penalty: 5392.460449
	Iteration 1F: 3 clusters Score -7091262 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -7091854.000000 Penalty: 5392.460449
	Iteration 2Q: 3 clusters Score -7091854 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -7092558.500000 Penalty: 5392.460449
	Iteration 3Q: 3 clusters Score -7092558 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -7093471.500000 Penalty: 5392.460449
	Iteration 4Q: 3 clusters Score -7093472 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -7094616.000000 Penalty: 5392.460449
	Iteration 5Q: 3 clusters Score -7094616 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -7096155.000000 Penalty: 5392.460449
	Iteration 6F: 3 clusters Score -7096155 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -7098094.500000 Penalty: 5392.460449
	Iteration 7F: 3 clusters Score -7098094 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -7100536.500000 Penalty: 5392.460449
	Iteration 8F: 3 clusters Score -7100536 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -7103450.500000 Penalty: 5392.460449
	Iteration 9F: 3 clusters Score -7103450 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -7106472.500000 Penalty: 5392.460449
	Iteration 10F: 3 clusters Score -7106472 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -7109134.500000 Penalty: 5392.460449
	Iteration 11Q: 3 clusters Score -7109134 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -7111204.500000 Penalty: 5392.460449
	Iteration 12Q: 3 clusters Score -7111204 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -7112616.000000 Penalty: 5392.460449
	Iteration 13Q: 3 clusters Score -7112616 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -7113164.500000 Penalty: 5392.460449
	Iteration 14Q: 3 clusters Score -7113164 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -7113380.500000 Penalty: 5392.460449
	Iteration 15Q: 3 clusters Score -7113380 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -7113470.000000 Penalty: 5392.460449
	Iteration 16Q: 3 clusters Score -7113470 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -7113508.500000 Penalty: 5392.460449
	Iteration 17Q: 3 clusters Score -7113508 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -7113535.000000 Penalty: 5392.460449
	Iteration 18Q: 3 clusters Score -7113535 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -7113550.500000 Penalty: 5392.460449
	Iteration 19Q: 3 clusters Score -7113550 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -7113561.500000 Penalty: 5392.460449
	Iteration 20F: 3 clusters Score -7113562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -7113557.500000 Penalty: 5392.460449
	Iteration 21Q: 3 clusters Score -7113558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -7113572.000000 Penalty: 5392.460449
	Iteration 22Q: 3 clusters Score -7113572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -7113568.500000 Penalty: 5392.460449
	Iteration 23Q: 3 clusters Score -7113568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -7113573.000000 Penalty: 5392.460449
	Iteration 24Q: 3 clusters Score -7113573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -7113587.500000 Penalty: 5392.460449
	Iteration 25Q: 3 clusters Score -7113588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -7113581.000000 Penalty: 5392.460449
	Iteration 26Q: 3 clusters Score -7113581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -7113596.000000 Penalty: 5392.460449
	Iteration 27Q: 3 clusters Score -7113596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -7113594.000000 Penalty: 5392.460449
	Iteration 28Q: 3 clusters Score -7113594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -7113601.000000 Penalty: 5392.460449
	Iteration 29Q: 3 clusters Score -7113601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -7113600.500000 Penalty: 5392.460449
	Iteration 30Q: 3 clusters Score -7113600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -7113601.000000 Penalty: 5392.460449
	Iteration 31Q: 3 clusters Score -7113601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -7113597.000000 Penalty: 5392.460449
	Iteration 32Q: 3 clusters Score -7113597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -7113597.500000 Penalty: 5392.460449
	Iteration 33Q: 3 clusters Score -7113598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -7113590.000000 Penalty: 5392.460449
	Iteration 34Q: 3 clusters Score -7113590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -7113591.500000 Penalty: 5392.460449
	Iteration 35Q: 3 clusters Score -7113592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -7113596.500000 Penalty: 5392.460449
	Iteration 36Q: 3 clusters Score -7113596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -7113601.500000 Penalty: 5392.460449
	Iteration 37Q: 3 clusters Score -7113602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -7113604.000000 Penalty: 5392.460449
	Iteration 38Q: 3 clusters Score -7113604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -7113607.500000 Penalty: 5392.460449
	Iteration 39Q: 3 clusters Score -7113608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -7113607.500000 Penalty: 5392.460449
	Iteration 40F: 3 clusters Score -7113608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27289 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295140 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159233 members 
Mstep: Class 11 contains 39461 members 
Mstep: Class 12 contains 20696 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10386 members 
Mstep: Class 15 contains 19965 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 4041 members 
Mstep: Class 18 contains 124384 members 
Mstep: Class 19 contains 48634 members 
Mstep: Class 20 contains 205441 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
Score: -135788336.000000 Penalty: 78787.804688
Splitting cluster 17 changes total score from -135788624.000000 to -135788336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (124384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124384 members 
Entering Unmasked Estep 
Score: -17390180.000000 Penalty: 2909.319824
	Iteration 0F: 2 clusters Score -1.739018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62394 members 
Mstep: Class 2 contains 61990 members 
Entering Unmasked Estep 
Score: -17307472.000000 Penalty: 5818.639648
	Iteration 0F: 3 clusters Score -1.730747e+07 nChanged 59233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 59325 members 
Entering Unmasked Estep 
Score: -17341682.000000 Penalty: 5818.639648
	Iteration 1F: 3 clusters Score -1.734168e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67009 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -17342588.000000 Penalty: 5818.639648
	Iteration 2Q: 3 clusters Score -1.734259e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70000 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -17343886.000000 Penalty: 5818.639648
	Iteration 3Q: 3 clusters Score -1.734389e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74524 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -17346382.000000 Penalty: 5818.639648
	Iteration 4Q: 3 clusters Score -1.734638e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81131 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -17350634.000000 Penalty: 5818.639648
	Iteration 5F: 3 clusters Score -1.735063e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90180 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -17358040.000000 Penalty: 5818.639648
	Iteration 6F: 3 clusters Score -1.735804e+07 nChanged 10971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100599 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -17367942.000000 Penalty: 5818.639648
	Iteration 7F: 3 clusters Score -1.736794e+07 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109678 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -17377042.000000 Penalty: 5818.639648
	Iteration 8F: 3 clusters Score -1.737704e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115438 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -17382774.000000 Penalty: 5818.639648
	Iteration 9Q: 3 clusters Score -1.738277e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118262 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -17385414.000000 Penalty: 5818.639648
	Iteration 10Q: 3 clusters Score -1.738541e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119634 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -17386680.000000 Penalty: 5818.639648
	Iteration 11Q: 3 clusters Score -1.738668e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120375 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -17387300.000000 Penalty: 5818.639648
	Iteration 12Q: 3 clusters Score -1.73873e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120824 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -17387620.000000 Penalty: 5818.639648
	Iteration 13Q: 3 clusters Score -1.738762e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121111 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -17387806.000000 Penalty: 5818.639648
	Iteration 14Q: 3 clusters Score -1.738781e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121282 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -17387886.000000 Penalty: 5818.639648
	Iteration 15Q: 3 clusters Score -1.738789e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121436 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -17387994.000000 Penalty: 5818.639648
	Iteration 16Q: 3 clusters Score -1.738799e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121561 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -17388076.000000 Penalty: 5818.639648
	Iteration 17Q: 3 clusters Score -1.738808e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121657 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -17388122.000000 Penalty: 5818.639648
	Iteration 18Q: 3 clusters Score -1.738812e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121735 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -17388162.000000 Penalty: 5818.639648
	Iteration 19Q: 3 clusters Score -1.738816e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121800 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -17388188.000000 Penalty: 5818.639648
	Iteration 20F: 3 clusters Score -1.738819e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121859 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -17388214.000000 Penalty: 5818.639648
	Iteration 21Q: 3 clusters Score -1.738821e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121919 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -17388204.000000 Penalty: 5818.639648
	Iteration 22Q: 3 clusters Score -1.73882e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121958 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -17388202.000000 Penalty: 5818.639648
	Iteration 23Q: 3 clusters Score -1.73882e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121987 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -17388224.000000 Penalty: 5818.639648
	Iteration 24Q: 3 clusters Score -1.738822e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122020 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -17388238.000000 Penalty: 5818.639648
	Iteration 25Q: 3 clusters Score -1.738824e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122053 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -17388248.000000 Penalty: 5818.639648
	Iteration 26Q: 3 clusters Score -1.738825e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122080 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -17388266.000000 Penalty: 5818.639648
	Iteration 27Q: 3 clusters Score -1.738827e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122098 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -17388262.000000 Penalty: 5818.639648
	Iteration 28Q: 3 clusters Score -1.738826e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122126 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -17388276.000000 Penalty: 5818.639648
	Iteration 29Q: 3 clusters Score -1.738828e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122146 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -17388288.000000 Penalty: 5818.639648
	Iteration 30Q: 3 clusters Score -1.738829e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122173 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -17388286.000000 Penalty: 5818.639648
	Iteration 31Q: 3 clusters Score -1.738829e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122198 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -17388284.000000 Penalty: 5818.639648
	Iteration 32Q: 3 clusters Score -1.738828e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122210 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -17388296.000000 Penalty: 5818.639648
	Iteration 33Q: 3 clusters Score -1.73883e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122221 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -17388306.000000 Penalty: 5818.639648
	Iteration 34Q: 3 clusters Score -1.738831e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122227 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -17388288.000000 Penalty: 5818.639648
	Iteration 35Q: 3 clusters Score -1.738829e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122236 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -17388298.000000 Penalty: 5818.639648
	Iteration 36Q: 3 clusters Score -1.73883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122240 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -17388306.000000 Penalty: 5818.639648
	Iteration 37Q: 3 clusters Score -1.738831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122251 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -17388306.000000 Penalty: 5818.639648
	Iteration 38Q: 3 clusters Score -1.738831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122256 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -17388304.000000 Penalty: 5818.639648
	Iteration 39Q: 3 clusters Score -1.73883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122256 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -17388296.000000 Penalty: 5818.639648
	Iteration 40F: 3 clusters Score -1.73883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122260 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -17388302.000000 Penalty: 5818.639648
	Iteration 41Q: 3 clusters Score -1.73883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122264 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -17388300.000000 Penalty: 5818.639648
	Iteration 42Q: 3 clusters Score -1.73883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122269 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -17388292.000000 Penalty: 5818.639648
	Iteration 43Q: 3 clusters Score -1.738829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122276 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -17388292.000000 Penalty: 5818.639648
	Iteration 44Q: 3 clusters Score -1.738829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122281 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -17388274.000000 Penalty: 5818.639648
	Iteration 45Q: 3 clusters Score -1.738827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122284 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -17388288.000000 Penalty: 5818.639648
	Iteration 46Q: 3 clusters Score -1.738829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122287 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -17388280.000000 Penalty: 5818.639648
	Iteration 47Q: 3 clusters Score -1.738828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122288 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -17388276.000000 Penalty: 5818.639648
	Iteration 48Q: 3 clusters Score -1.738828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122289 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -17388274.000000 Penalty: 5818.639648
	Iteration 49Q: 3 clusters Score -1.738827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122289 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -17388274.000000 Penalty: 5818.639648
	Iteration 50F: 3 clusters Score -1.738827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (205441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205441 members 
Entering Unmasked Estep 
Score: -28694918.000000 Penalty: 3033.762695
	Iteration 0F: 2 clusters Score -2.869492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102699 members 
Mstep: Class 2 contains 102742 members 
Entering Unmasked Estep 
Score: -28571292.000000 Penalty: 6067.525391
	Iteration 0F: 3 clusters Score -2.857129e+07 nChanged 98937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100660 members 
Mstep: Class 2 contains 104781 members 
Entering Unmasked Estep 
Score: -28628630.000000 Penalty: 6067.525391
	Iteration 1F: 3 clusters Score -2.862863e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99700 members 
Mstep: Class 2 contains 105741 members 
Entering Unmasked Estep 
Score: -28629554.000000 Penalty: 6067.525391
	Iteration 2Q: 3 clusters Score -2.862955e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98304 members 
Mstep: Class 2 contains 107137 members 
Entering Unmasked Estep 
Score: -28630540.000000 Penalty: 6067.525391
	Iteration 3Q: 3 clusters Score -2.863054e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96096 members 
Mstep: Class 2 contains 109345 members 
Entering Unmasked Estep 
Score: -28631878.000000 Penalty: 6067.525391
	Iteration 4Q: 3 clusters Score -2.863188e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92796 members 
Mstep: Class 2 contains 112645 members 
Entering Unmasked Estep 
Score: -28633392.000000 Penalty: 6067.525391
	Iteration 5Q: 3 clusters Score -2.863339e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88177 members 
Mstep: Class 2 contains 117264 members 
Entering Unmasked Estep 
Score: -28636360.000000 Penalty: 6067.525391
	Iteration 6Q: 3 clusters Score -2.863636e+07 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 123467 members 
Entering Unmasked Estep 
Score: -28641038.000000 Penalty: 6067.525391
	Iteration 7Q: 3 clusters Score -2.864104e+07 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74732 members 
Mstep: Class 2 contains 130709 members 
Entering Unmasked Estep 
Score: -28647610.000000 Penalty: 6067.525391
	Iteration 8F: 3 clusters Score -2.864761e+07 nChanged 12148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67010 members 
Mstep: Class 2 contains 138431 members 
Entering Unmasked Estep 
Score: -28655928.000000 Penalty: 6067.525391
	Iteration 9F: 3 clusters Score -2.865593e+07 nChanged 12148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60588 members 
Mstep: Class 2 contains 144853 members 
Entering Unmasked Estep 
Score: -28664102.000000 Penalty: 6067.525391
	Iteration 10F: 3 clusters Score -2.86641e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56410 members 
Mstep: Class 2 contains 149031 members 
Entering Unmasked Estep 
Score: -28669494.000000 Penalty: 6067.525391
	Iteration 11F: 3 clusters Score -2.866949e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 151499 members 
Entering Unmasked Estep 
Score: -28671946.000000 Penalty: 6067.525391
	Iteration 12Q: 3 clusters Score -2.867195e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 153345 members 
Entering Unmasked Estep 
Score: -28673024.000000 Penalty: 6067.525391
	Iteration 13Q: 3 clusters Score -2.867302e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 154986 members 
Entering Unmasked Estep 
Score: -28673520.000000 Penalty: 6067.525391
	Iteration 14Q: 3 clusters Score -2.867352e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 156552 members 
Entering Unmasked Estep 
Score: -28673740.000000 Penalty: 6067.525391
	Iteration 15Q: 3 clusters Score -2.867374e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 158040 members 
Entering Unmasked Estep 
Score: -28673986.000000 Penalty: 6067.525391
	Iteration 16Q: 3 clusters Score -2.867399e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 159511 members 
Entering Unmasked Estep 
Score: -28674336.000000 Penalty: 6067.525391
	Iteration 17Q: 3 clusters Score -2.867434e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 160980 members 
Entering Unmasked Estep 
Score: -28674622.000000 Penalty: 6067.525391
	Iteration 18Q: 3 clusters Score -2.867462e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 162404 members 
Entering Unmasked Estep 
Score: -28674908.000000 Penalty: 6067.525391
	Iteration 19Q: 3 clusters Score -2.867491e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 163740 members 
Entering Unmasked Estep 
Score: -28675188.000000 Penalty: 6067.525391
	Iteration 20F: 3 clusters Score -2.867519e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 165043 members 
Entering Unmasked Estep 
Score: -28675464.000000 Penalty: 6067.525391
	Iteration 21Q: 3 clusters Score -2.867546e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 166281 members 
Entering Unmasked Estep 
Score: -28675554.000000 Penalty: 6067.525391
	Iteration 22Q: 3 clusters Score -2.867555e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 167438 members 
Entering Unmasked Estep 
Score: -28675750.000000 Penalty: 6067.525391
	Iteration 23Q: 3 clusters Score -2.867575e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 168531 members 
Entering Unmasked Estep 
Score: -28675996.000000 Penalty: 6067.525391
	Iteration 24Q: 3 clusters Score -2.8676e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 169583 members 
Entering Unmasked Estep 
Score: -28676116.000000 Penalty: 6067.525391
	Iteration 25Q: 3 clusters Score -2.867612e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 170632 members 
Entering Unmasked Estep 
Score: -28676360.000000 Penalty: 6067.525391
	Iteration 26Q: 3 clusters Score -2.867636e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 171680 members 
Entering Unmasked Estep 
Score: -28676604.000000 Penalty: 6067.525391
	Iteration 27Q: 3 clusters Score -2.86766e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 172762 members 
Entering Unmasked Estep 
Score: -28676878.000000 Penalty: 6067.525391
	Iteration 28Q: 3 clusters Score -2.867688e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 173829 members 
Entering Unmasked Estep 
Score: -28677182.000000 Penalty: 6067.525391
	Iteration 29Q: 3 clusters Score -2.867718e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 174836 members 
Entering Unmasked Estep 
Score: -28677516.000000 Penalty: 6067.525391
	Iteration 30Q: 3 clusters Score -2.867752e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 175853 members 
Entering Unmasked Estep 
Score: -28677750.000000 Penalty: 6067.525391
	Iteration 31Q: 3 clusters Score -2.867775e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 176821 members 
Entering Unmasked Estep 
Score: -28678008.000000 Penalty: 6067.525391
	Iteration 32Q: 3 clusters Score -2.867801e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 177789 members 
Entering Unmasked Estep 
Score: -28678206.000000 Penalty: 6067.525391
	Iteration 33Q: 3 clusters Score -2.867821e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 178785 members 
Entering Unmasked Estep 
Score: -28678546.000000 Penalty: 6067.525391
	Iteration 34Q: 3 clusters Score -2.867855e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 179728 members 
Entering Unmasked Estep 
Score: -28678938.000000 Penalty: 6067.525391
	Iteration 35Q: 3 clusters Score -2.867894e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 180686 members 
Entering Unmasked Estep 
Score: -28679208.000000 Penalty: 6067.525391
	Iteration 36Q: 3 clusters Score -2.867921e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 181617 members 
Entering Unmasked Estep 
Score: -28679452.000000 Penalty: 6067.525391
	Iteration 37Q: 3 clusters Score -2.867945e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 182511 members 
Entering Unmasked Estep 
Score: -28679890.000000 Penalty: 6067.525391
	Iteration 38Q: 3 clusters Score -2.867989e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 183455 members 
Entering Unmasked Estep 
Score: -28680244.000000 Penalty: 6067.525391
	Iteration 39Q: 3 clusters Score -2.868024e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 184392 members 
Entering Unmasked Estep 
Score: -28680628.000000 Penalty: 6067.525391
	Iteration 40F: 3 clusters Score -2.868063e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 185283 members 
Entering Unmasked Estep 
Score: -28680910.000000 Penalty: 6067.525391
	Iteration 41Q: 3 clusters Score -2.868091e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 186161 members 
Entering Unmasked Estep 
Score: -28681246.000000 Penalty: 6067.525391
	Iteration 42Q: 3 clusters Score -2.868125e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 187015 members 
Entering Unmasked Estep 
Score: -28681546.000000 Penalty: 6067.525391
	Iteration 43Q: 3 clusters Score -2.868155e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 187816 members 
Entering Unmasked Estep 
Score: -28681920.000000 Penalty: 6067.525391
	Iteration 44Q: 3 clusters Score -2.868192e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 188648 members 
Entering Unmasked Estep 
Score: -28682268.000000 Penalty: 6067.525391
	Iteration 45Q: 3 clusters Score -2.868227e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 189454 members 
Entering Unmasked Estep 
Score: -28682640.000000 Penalty: 6067.525391
	Iteration 46Q: 3 clusters Score -2.868264e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 190263 members 
Entering Unmasked Estep 
Score: -28683098.000000 Penalty: 6067.525391
	Iteration 47Q: 3 clusters Score -2.86831e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 191127 members 
Entering Unmasked Estep 
Score: -28683514.000000 Penalty: 6067.525391
	Iteration 48Q: 3 clusters Score -2.868351e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 192003 members 
Entering Unmasked Estep 
Score: -28684068.000000 Penalty: 6067.525391
	Iteration 49Q: 3 clusters Score -2.868407e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 192836 members 
Entering Unmasked Estep 
Score: -28684558.000000 Penalty: 6067.525391
	Iteration 50Q: 3 clusters Score -2.868456e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 193630 members 
Entering Unmasked Estep 
Score: -28685038.000000 Penalty: 6067.525391
	Iteration 51Q: 3 clusters Score -2.868504e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 194426 members 
Entering Unmasked Estep 
Score: -28685518.000000 Penalty: 6067.525391
	Iteration 52Q: 3 clusters Score -2.868552e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 195200 members 
Entering Unmasked Estep 
Score: -28685964.000000 Penalty: 6067.525391
	Iteration 53Q: 3 clusters Score -2.868596e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 195955 members 
Entering Unmasked Estep 
Score: -28686446.000000 Penalty: 6067.525391
	Iteration 54Q: 3 clusters Score -2.868645e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 196706 members 
Entering Unmasked Estep 
Score: -28686886.000000 Penalty: 6067.525391
	Iteration 55Q: 3 clusters Score -2.868689e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 197415 members 
Entering Unmasked Estep 
Score: -28687332.000000 Penalty: 6067.525391
	Iteration 56Q: 3 clusters Score -2.868733e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 198078 members 
Entering Unmasked Estep 
Score: -28687812.000000 Penalty: 6067.525391
	Iteration 57Q: 3 clusters Score -2.868781e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 198714 members 
Entering Unmasked Estep 
Score: -28688162.000000 Penalty: 6067.525391
	Iteration 58Q: 3 clusters Score -2.868816e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 199328 members 
Entering Unmasked Estep 
Score: -28688520.000000 Penalty: 6067.525391
	Iteration 59Q: 3 clusters Score -2.868852e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 199878 members 
Entering Unmasked Estep 
Score: -28688858.000000 Penalty: 6067.525391
	Iteration 60F: 3 clusters Score -2.868886e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 200383 members 
Entering Unmasked Estep 
Score: -28689300.000000 Penalty: 6067.525391
	Iteration 61Q: 3 clusters Score -2.86893e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 200843 members 
Entering Unmasked Estep 
Score: -28689578.000000 Penalty: 6067.525391
	Iteration 62Q: 3 clusters Score -2.868958e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 201278 members 
Entering Unmasked Estep 
Score: -28689880.000000 Penalty: 6067.525391
	Iteration 63Q: 3 clusters Score -2.868988e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 201705 members 
Entering Unmasked Estep 
Score: -28690228.000000 Penalty: 6067.525391
	Iteration 64Q: 3 clusters Score -2.869023e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 202085 members 
Entering Unmasked Estep 
Score: -28690522.000000 Penalty: 6067.525391
	Iteration 65Q: 3 clusters Score -2.869052e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 202410 members 
Entering Unmasked Estep 
Score: -28690768.000000 Penalty: 6067.525391
	Iteration 66Q: 3 clusters Score -2.869077e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 202699 members 
Entering Unmasked Estep 
Score: -28690976.000000 Penalty: 6067.525391
	Iteration 67Q: 3 clusters Score -2.869098e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 202941 members 
Entering Unmasked Estep 
Score: -28691126.000000 Penalty: 6067.525391
	Iteration 68Q: 3 clusters Score -2.869113e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 203155 members 
Entering Unmasked Estep 
Score: -28691216.000000 Penalty: 6067.525391
	Iteration 69Q: 3 clusters Score -2.869122e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 203344 members 
Entering Unmasked Estep 
Score: -28691340.000000 Penalty: 6067.525391
	Iteration 70Q: 3 clusters Score -2.869134e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 203492 members 
Entering Unmasked Estep 
Score: -28691516.000000 Penalty: 6067.525391
	Iteration 71Q: 3 clusters Score -2.869152e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 203623 members 
Entering Unmasked Estep 
Score: -28691566.000000 Penalty: 6067.525391
	Iteration 72Q: 3 clusters Score -2.869157e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 203740 members 
Entering Unmasked Estep 
Score: -28691688.000000 Penalty: 6067.525391
	Iteration 73Q: 3 clusters Score -2.869169e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 203847 members 
Entering Unmasked Estep 
Score: -28691746.000000 Penalty: 6067.525391
	Iteration 74Q: 3 clusters Score -2.869175e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 203916 members 
Entering Unmasked Estep 
Score: -28691810.000000 Penalty: 6067.525391
	Iteration 75Q: 3 clusters Score -2.869181e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 203969 members 
Entering Unmasked Estep 
Score: -28691842.000000 Penalty: 6067.525391
	Iteration 76Q: 3 clusters Score -2.869184e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 204017 members 
Entering Unmasked Estep 
Score: -28691864.000000 Penalty: 6067.525391
	Iteration 77Q: 3 clusters Score -2.869186e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 204063 members 
Entering Unmasked Estep 
Score: -28691938.000000 Penalty: 6067.525391
	Iteration 78Q: 3 clusters Score -2.869194e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 204096 members 
Entering Unmasked Estep 
Score: -28691954.000000 Penalty: 6067.525391
	Iteration 79Q: 3 clusters Score -2.869195e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 204123 members 
Entering Unmasked Estep 
Score: -28691948.000000 Penalty: 6067.525391
	Iteration 80F: 3 clusters Score -2.869195e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 204150 members 
Entering Unmasked Estep 
Score: -28691976.000000 Penalty: 6067.525391
	Iteration 81Q: 3 clusters Score -2.869198e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 204172 members 
Entering Unmasked Estep 
Score: -28691998.000000 Penalty: 6067.525391
	Iteration 82Q: 3 clusters Score -2.8692e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 204197 members 
Entering Unmasked Estep 
Score: -28692014.000000 Penalty: 6067.525391
	Iteration 83Q: 3 clusters Score -2.869201e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 204213 members 
Entering Unmasked Estep 
Score: -28692028.000000 Penalty: 6067.525391
	Iteration 84Q: 3 clusters Score -2.869203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 204232 members 
Entering Unmasked Estep 
Score: -28692042.000000 Penalty: 6067.525391
	Iteration 85Q: 3 clusters Score -2.869204e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 204251 members 
Entering Unmasked Estep 
Score: -28692024.000000 Penalty: 6067.525391
	Iteration 86Q: 3 clusters Score -2.869202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 204259 members 
Entering Unmasked Estep 
Score: -28692034.000000 Penalty: 6067.525391
	Iteration 87Q: 3 clusters Score -2.869203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 204267 members 
Entering Unmasked Estep 
Score: -28692032.000000 Penalty: 6067.525391
	Iteration 88Q: 3 clusters Score -2.869203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 204271 members 
Entering Unmasked Estep 
Score: -28692032.000000 Penalty: 6067.525391
	Iteration 89Q: 3 clusters Score -2.869203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 204273 members 
Entering Unmasked Estep 
Score: -28692048.000000 Penalty: 6067.525391
	Iteration 90Q: 3 clusters Score -2.869205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 204277 members 
Entering Unmasked Estep 
Score: -28692038.000000 Penalty: 6067.525391
	Iteration 91Q: 3 clusters Score -2.869204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 204280 members 
Entering Unmasked Estep 
Score: -28692048.000000 Penalty: 6067.525391
	Iteration 92Q: 3 clusters Score -2.869205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 204286 members 
Entering Unmasked Estep 
Score: -28692048.000000 Penalty: 6067.525391
	Iteration 93Q: 3 clusters Score -2.869205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 204293 members 
Entering Unmasked Estep 
Score: -28692050.000000 Penalty: 6067.525391
	Iteration 94Q: 3 clusters Score -2.869205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 204298 members 
Entering Unmasked Estep 
Score: -28692050.000000 Penalty: 6067.525391
	Iteration 95Q: 3 clusters Score -2.869205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 204304 members 
Entering Unmasked Estep 
Score: -28692064.000000 Penalty: 6067.525391
	Iteration 96Q: 3 clusters Score -2.869206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 204308 members 
Entering Unmasked Estep 
Score: -28692036.000000 Penalty: 6067.525391
	Iteration 97Q: 3 clusters Score -2.869204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 204312 members 
Entering Unmasked Estep 
Score: -28692042.000000 Penalty: 6067.525391
	Iteration 98Q: 3 clusters Score -2.869204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 204316 members 
Entering Unmasked Estep 
Score: -28692046.000000 Penalty: 6067.525391
	Iteration 99Q: 3 clusters Score -2.869205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 204318 members 
Entering Unmasked Estep 
Score: -28692062.000000 Penalty: 6067.525391
	Iteration 100F: 3 clusters Score -2.869206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 204319 members 
Entering Unmasked Estep 
Score: -28692050.000000 Penalty: 6067.525391
	Iteration 101Q: 3 clusters Score -2.869205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 204319 members 
Entering Unmasked Estep 
Score: -28692050.000000 Penalty: 6067.525391
	Iteration 102F: 3 clusters Score -2.869205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -70212.039062 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -70212.04 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 280 members 
Entering Unmasked Estep 
Score: -68642.671875 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -68642.67 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68867.265625 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -68867.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68916.398438 Penalty: 3143.065674
	Iteration 2Q: 3 clusters Score -68916.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68947.500000 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -68947.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68969.070312 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -68969.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68991.445312 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -68991.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -69005.367188 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -69005.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -69024.968750 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -69024.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -69033.750000 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -69033.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69039.265625 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -69039.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69040.890625 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -69040.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69041.359375 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -69041.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69043.570312 Penalty: 3143.065674
	Iteration 12Q: 3 clusters Score -69043.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69044.296875 Penalty: 3143.065674
	Iteration 13Q: 3 clusters Score -69044.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69044.296875 Penalty: 3143.065674
	Iteration 14F: 3 clusters Score -69044.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -61712.218750 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -61712.22 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 260 members 
Entering Unmasked Estep 
Score: -60226.339844 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -60226.34 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60417.683594 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -60417.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60502.164062 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -60502.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60572.441406 Penalty: 3084.425781
	Iteration 3Q: 3 clusters Score -60572.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -60596.996094 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -60597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60611.804688 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -60611.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -60630.710938 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -60630.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60649.507812 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -60649.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60666.824219 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -60666.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60698.152344 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -60698.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60716.640625 Penalty: 3084.425781
	Iteration 10Q: 3 clusters Score -60716.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60730.847656 Penalty: 3084.425781
	Iteration 11Q: 3 clusters Score -60730.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60743.628906 Penalty: 3084.425781
	Iteration 12Q: 3 clusters Score -60743.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60757.484375 Penalty: 3084.425781
	Iteration 13Q: 3 clusters Score -60757.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60776.058594 Penalty: 3084.425781
	Iteration 14Q: 3 clusters Score -60776.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60793.992188 Penalty: 3084.425781
	Iteration 15Q: 3 clusters Score -60793.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60819.449219 Penalty: 3084.425781
	Iteration 16Q: 3 clusters Score -60819.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -60829.707031 Penalty: 3084.425781
	Iteration 17Q: 3 clusters Score -60829.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60835.128906 Penalty: 3084.425781
	Iteration 18Q: 3 clusters Score -60835.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60838.523438 Penalty: 3084.425781
	Iteration 19Q: 3 clusters Score -60838.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60838.523438 Penalty: 3084.425781
	Iteration 20F: 3 clusters Score -60838.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -150071.937500 Penalty: 1750.572021
	Iteration 0F: 2 clusters Score -150071.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -148111.156250 Penalty: 3501.144043
	Iteration 0F: 3 clusters Score -148111.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -148554.312500 Penalty: 3501.144043
	Iteration 1F: 3 clusters Score -148554.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -148921.750000 Penalty: 3501.144043
	Iteration 2F: 3 clusters Score -148921.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -149427.062500 Penalty: 3501.144043
	Iteration 3F: 3 clusters Score -149427.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -149670.375000 Penalty: 3501.144043
	Iteration 4F: 3 clusters Score -149670.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -149849.468750 Penalty: 3501.144043
	Iteration 5F: 3 clusters Score -149849.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -149927.500000 Penalty: 3501.144043
	Iteration 6Q: 3 clusters Score -149927.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -149969.234375 Penalty: 3501.144043
	Iteration 7Q: 3 clusters Score -149969.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -150018.765625 Penalty: 3501.144043
	Iteration 8Q: 3 clusters Score -150018.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -150069.421875 Penalty: 3501.144043
	Iteration 9Q: 3 clusters Score -150069.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -150103.078125 Penalty: 3501.144043
	Iteration 10Q: 3 clusters Score -150103.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -150115.000000 Penalty: 3501.144043
	Iteration 11Q: 3 clusters Score -150115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -150118.156250 Penalty: 3501.144043
	Iteration 12Q: 3 clusters Score -150118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -150120.343750 Penalty: 3501.144043
	Iteration 13Q: 3 clusters Score -150120.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -150122.546875 Penalty: 3501.144043
	Iteration 14Q: 3 clusters Score -150122.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -150122.546875 Penalty: 3501.144043
	Iteration 15F: 3 clusters Score -150122.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27289 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295140 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159233 members 
Mstep: Class 11 contains 39461 members 
Mstep: Class 12 contains 20696 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10386 members 
Mstep: Class 15 contains 19965 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52675 members 
Mstep: Class 18 contains 124384 members 
Mstep: Class 19 contains 1001 members 
Mstep: Class 20 contains 205441 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 162 members 
Entering Unmasked Estep 
Score: -135786992.000000 Penalty: 78787.804688
Splitting cluster 23 changes total score from -135788624.000000 to -135786992.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27289 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295140 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159233 members 
Mstep: Class 11 contains 39461 members 
Mstep: Class 12 contains 20696 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10386 members 
Mstep: Class 15 contains 19965 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52675 members 
Mstep: Class 18 contains 124384 members 
Mstep: Class 20 contains 205441 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788672.000000 Penalty: 75362.250000
Iteration 199Q: 23 clusters Score -1.357887e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27291 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295138 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159232 members 
Mstep: Class 11 contains 39462 members 
Mstep: Class 12 contains 20700 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10384 members 
Mstep: Class 15 contains 19947 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52676 members 
Mstep: Class 18 contains 124407 members 
Mstep: Class 20 contains 205433 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788624.000000 Penalty: 75362.250000
Iteration 200F: 23 clusters Score -1.357886e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20256 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27295 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295146 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159235 members 
Mstep: Class 11 contains 39462 members 
Mstep: Class 12 contains 20702 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10382 members 
Mstep: Class 15 contains 19924 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52674 members 
Mstep: Class 18 contains 124418 members 
Mstep: Class 20 contains 205431 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788544.000000 Penalty: 75362.250000
Iteration 201Q: 23 clusters Score -1.357885e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27296 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295149 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159231 members 
Mstep: Class 11 contains 39461 members 
Mstep: Class 12 contains 20708 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10379 members 
Mstep: Class 15 contains 19903 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52673 members 
Mstep: Class 18 contains 124442 members 
Mstep: Class 20 contains 205428 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788656.000000 Penalty: 75362.250000
Iteration 202Q: 23 clusters Score -1.357887e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20257 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27299 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295143 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159215 members 
Mstep: Class 11 contains 39463 members 
Mstep: Class 12 contains 20711 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10379 members 
Mstep: Class 15 contains 19874 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52672 members 
Mstep: Class 18 contains 124482 members 
Mstep: Class 20 contains 205431 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788688.000000 Penalty: 75362.250000
Iteration 203Q: 23 clusters Score -1.357887e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20260 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27300 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295152 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159197 members 
Mstep: Class 11 contains 39463 members 
Mstep: Class 12 contains 20714 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10375 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52673 members 
Mstep: Class 18 contains 124507 members 
Mstep: Class 20 contains 205425 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788784.000000 Penalty: 75362.250000
Iteration 204Q: 23 clusters Score -1.357888e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20269 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27299 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295158 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159189 members 
Mstep: Class 11 contains 39463 members 
Mstep: Class 12 contains 20717 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10372 members 
Mstep: Class 15 contains 19836 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52673 members 
Mstep: Class 18 contains 124527 members 
Mstep: Class 20 contains 205423 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788656.000000 Penalty: 75362.250000
Iteration 205Q: 23 clusters Score -1.357887e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20270 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27302 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295145 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159179 members 
Mstep: Class 11 contains 39463 members 
Mstep: Class 12 contains 20720 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10371 members 
Mstep: Class 15 contains 19820 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52673 members 
Mstep: Class 18 contains 124555 members 
Mstep: Class 20 contains 205428 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788592.000000 Penalty: 75362.250000
Iteration 206Q: 23 clusters Score -1.357886e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20273 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27303 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295149 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159177 members 
Mstep: Class 11 contains 39463 members 
Mstep: Class 12 contains 20724 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10371 members 
Mstep: Class 15 contains 19787 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52673 members 
Mstep: Class 18 contains 124583 members 
Mstep: Class 20 contains 205423 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788640.000000 Penalty: 75362.250000
Iteration 207Q: 23 clusters Score -1.357886e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20276 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27304 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295154 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159169 members 
Mstep: Class 11 contains 39463 members 
Mstep: Class 12 contains 20728 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10371 members 
Mstep: Class 15 contains 19755 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52673 members 
Mstep: Class 18 contains 124614 members 
Mstep: Class 20 contains 205419 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788720.000000 Penalty: 75362.250000
Iteration 208Q: 23 clusters Score -1.357887e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20276 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27305 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295154 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159160 members 
Mstep: Class 11 contains 39464 members 
Mstep: Class 12 contains 20736 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10371 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52673 members 
Mstep: Class 18 contains 124655 members 
Mstep: Class 20 contains 205410 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788736.000000 Penalty: 75362.250000
Iteration 209Q: 23 clusters Score -1.357887e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20274 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27307 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295169 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159166 members 
Mstep: Class 11 contains 39464 members 
Mstep: Class 12 contains 20736 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10371 members 
Mstep: Class 15 contains 19678 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52673 members 
Mstep: Class 18 contains 124685 members 
Mstep: Class 20 contains 205404 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788736.000000 Penalty: 75362.250000
Iteration 210Q: 23 clusters Score -1.357887e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20267 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27305 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295184 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159180 members 
Mstep: Class 11 contains 39464 members 
Mstep: Class 12 contains 20737 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10371 members 
Mstep: Class 15 contains 19631 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52672 members 
Mstep: Class 18 contains 124715 members 
Mstep: Class 20 contains 205401 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788864.000000 Penalty: 75362.250000
Iteration 211Q: 23 clusters Score -1.357889e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20268 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27308 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295187 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159162 members 
Mstep: Class 11 contains 39465 members 
Mstep: Class 12 contains 20744 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10371 members 
Mstep: Class 15 contains 19591 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52671 members 
Mstep: Class 18 contains 124757 members 
Mstep: Class 20 contains 205403 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788912.000000 Penalty: 75362.250000
Iteration 212Q: 23 clusters Score -1.357889e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20269 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27309 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295199 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159151 members 
Mstep: Class 11 contains 39466 members 
Mstep: Class 12 contains 20753 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10371 members 
Mstep: Class 15 contains 19545 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52672 members 
Mstep: Class 18 contains 124790 members 
Mstep: Class 20 contains 205402 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788816.000000 Penalty: 75362.250000
Iteration 213Q: 23 clusters Score -1.357888e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20269 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27313 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295203 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159137 members 
Mstep: Class 11 contains 39467 members 
Mstep: Class 12 contains 20753 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10368 members 
Mstep: Class 15 contains 19512 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52671 members 
Mstep: Class 18 contains 124833 members 
Mstep: Class 20 contains 205401 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788816.000000 Penalty: 75362.250000
Iteration 214Q: 23 clusters Score -1.357888e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20267 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27316 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295222 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159105 members 
Mstep: Class 11 contains 39468 members 
Mstep: Class 12 contains 20757 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10366 members 
Mstep: Class 15 contains 19474 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52669 members 
Mstep: Class 18 contains 124891 members 
Mstep: Class 20 contains 205392 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788768.000000 Penalty: 75362.250000
Iteration 215Q: 23 clusters Score -1.357888e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20269 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27315 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295217 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159088 members 
Mstep: Class 11 contains 39468 members 
Mstep: Class 12 contains 20756 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10366 members 
Mstep: Class 15 contains 19444 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52671 members 
Mstep: Class 18 contains 124941 members 
Mstep: Class 20 contains 205392 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788720.000000 Penalty: 75362.250000
Iteration 216Q: 23 clusters Score -1.357887e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20274 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27314 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295214 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159084 members 
Mstep: Class 11 contains 39468 members 
Mstep: Class 12 contains 20756 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10369 members 
Mstep: Class 15 contains 19401 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52674 members 
Mstep: Class 18 contains 124996 members 
Mstep: Class 20 contains 205377 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788800.000000 Penalty: 75362.250000
Iteration 217Q: 23 clusters Score -1.357888e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20277 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27311 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295212 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159087 members 
Mstep: Class 11 contains 39468 members 
Mstep: Class 12 contains 20755 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10371 members 
Mstep: Class 15 contains 19367 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52675 members 
Mstep: Class 18 contains 125039 members 
Mstep: Class 20 contains 205365 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788736.000000 Penalty: 75362.250000
Iteration 218Q: 23 clusters Score -1.357887e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20279 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27313 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295210 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159085 members 
Mstep: Class 11 contains 39468 members 
Mstep: Class 12 contains 20762 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10368 members 
Mstep: Class 15 contains 19327 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52675 members 
Mstep: Class 18 contains 125088 members 
Mstep: Class 20 contains 205352 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788768.000000 Penalty: 75362.250000
Iteration 219Q: 23 clusters Score -1.357888e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 20280 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27310 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295203 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159074 members 
Mstep: Class 11 contains 39468 members 
Mstep: Class 12 contains 20770 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10365 members 
Mstep: Class 15 contains 19285 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52677 members 
Mstep: Class 18 contains 125142 members 
Mstep: Class 20 contains 205353 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788688.000000 Penalty: 75362.250000
Iteration 220F: 23 clusters Score -1.357887e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 20286 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27312 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295181 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159069 members 
Mstep: Class 11 contains 39468 members 
Mstep: Class 12 contains 20777 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10364 members 
Mstep: Class 15 contains 19238 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52679 members 
Mstep: Class 18 contains 125200 members 
Mstep: Class 20 contains 205352 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788608.000000 Penalty: 75362.250000
Iteration 221Q: 23 clusters Score -1.357886e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3966 members 
Mstep: Class 3 contains 20292 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27313 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295168 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159062 members 
Mstep: Class 11 contains 39467 members 
Mstep: Class 12 contains 20783 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 19193 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52680 members 
Mstep: Class 18 contains 125261 members 
Mstep: Class 20 contains 205345 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788656.000000 Penalty: 75362.250000
Iteration 222Q: 23 clusters Score -1.357887e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3966 members 
Mstep: Class 3 contains 20297 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27311 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295155 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159063 members 
Mstep: Class 11 contains 39466 members 
Mstep: Class 12 contains 20785 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10359 members 
Mstep: Class 15 contains 19139 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52678 members 
Mstep: Class 18 contains 125332 members 
Mstep: Class 20 contains 205340 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788688.000000 Penalty: 75362.250000
Iteration 223Q: 23 clusters Score -1.357887e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3967 members 
Mstep: Class 3 contains 20299 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27303 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295149 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159079 members 
Mstep: Class 11 contains 39465 members 
Mstep: Class 12 contains 20787 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10355 members 
Mstep: Class 15 contains 19098 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52681 members 
Mstep: Class 18 contains 125378 members 
Mstep: Class 20 contains 205330 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788528.000000 Penalty: 75362.250000
Iteration 224Q: 23 clusters Score -1.357885e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3967 members 
Mstep: Class 3 contains 20294 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27297 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295141 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159088 members 
Mstep: Class 11 contains 39465 members 
Mstep: Class 12 contains 20789 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10351 members 
Mstep: Class 15 contains 19064 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52684 members 
Mstep: Class 18 contains 125425 members 
Mstep: Class 20 contains 205326 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788576.000000 Penalty: 75362.250000
Iteration 225Q: 23 clusters Score -1.357886e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3967 members 
Mstep: Class 3 contains 20293 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27295 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295128 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159097 members 
Mstep: Class 11 contains 39464 members 
Mstep: Class 12 contains 20793 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 19019 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52689 members 
Mstep: Class 18 contains 125478 members 
Mstep: Class 20 contains 205321 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788608.000000 Penalty: 75362.250000
Iteration 226Q: 23 clusters Score -1.357886e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3967 members 
Mstep: Class 3 contains 20290 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27292 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295099 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159093 members 
Mstep: Class 11 contains 39463 members 
Mstep: Class 12 contains 20793 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10346 members 
Mstep: Class 15 contains 18984 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52690 members 
Mstep: Class 18 contains 125550 members 
Mstep: Class 20 contains 205324 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788640.000000 Penalty: 75362.250000
Iteration 227Q: 23 clusters Score -1.357886e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3968 members 
Mstep: Class 3 contains 20287 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27290 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295077 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159089 members 
Mstep: Class 11 contains 39463 members 
Mstep: Class 12 contains 20799 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 18950 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52692 members 
Mstep: Class 18 contains 125621 members 
Mstep: Class 20 contains 205311 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788640.000000 Penalty: 75362.250000
Iteration 228Q: 23 clusters Score -1.357886e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3969 members 
Mstep: Class 3 contains 20287 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27288 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295052 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159088 members 
Mstep: Class 11 contains 39462 members 
Mstep: Class 12 contains 20805 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 18908 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52693 members 
Mstep: Class 18 contains 125689 members 
Mstep: Class 20 contains 205303 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788592.000000 Penalty: 75362.250000
Iteration 229Q: 23 clusters Score -1.357886e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3970 members 
Mstep: Class 3 contains 20286 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27290 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295043 members 
Mstep: Class 8 contains 7723 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159079 members 
Mstep: Class 11 contains 39458 members 
Mstep: Class 12 contains 20813 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 18872 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52696 members 
Mstep: Class 18 contains 125747 members 
Mstep: Class 20 contains 205292 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788624.000000 Penalty: 75362.250000
Iteration 230Q: 23 clusters Score -1.357886e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 3 contains 20280 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27288 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295028 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159052 members 
Mstep: Class 11 contains 39455 members 
Mstep: Class 12 contains 20815 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 18839 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52697 members 
Mstep: Class 18 contains 125837 members 
Mstep: Class 20 contains 205283 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788736.000000 Penalty: 75362.250000
Iteration 231Q: 23 clusters Score -1.357887e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 3 contains 20280 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27288 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295002 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159032 members 
Mstep: Class 11 contains 39452 members 
Mstep: Class 12 contains 20817 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10346 members 
Mstep: Class 15 contains 18802 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52701 members 
Mstep: Class 18 contains 125921 members 
Mstep: Class 20 contains 205278 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788672.000000 Penalty: 75362.250000
Iteration 232Q: 23 clusters Score -1.357887e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 3 contains 20280 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27285 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294991 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159015 members 
Mstep: Class 11 contains 39452 members 
Mstep: Class 12 contains 20818 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 18752 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52700 members 
Mstep: Class 18 contains 126015 members 
Mstep: Class 20 contains 205267 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788496.000000 Penalty: 75362.250000
Iteration 233Q: 23 clusters Score -1.357885e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 3 contains 20280 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27282 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294977 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159005 members 
Mstep: Class 11 contains 39453 members 
Mstep: Class 12 contains 20823 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 18713 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52701 members 
Mstep: Class 18 contains 126075 members 
Mstep: Class 20 contains 205268 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788704.000000 Penalty: 75362.250000
Iteration 234Q: 23 clusters Score -1.357887e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 3 contains 20280 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27284 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294973 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 158995 members 
Mstep: Class 11 contains 39452 members 
Mstep: Class 12 contains 20833 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 18678 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52701 members 
Mstep: Class 18 contains 126115 members 
Mstep: Class 20 contains 205267 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788704.000000 Penalty: 75362.250000
Iteration 235Q: 23 clusters Score -1.357887e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 3 contains 20284 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27282 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294968 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 158991 members 
Mstep: Class 11 contains 39451 members 
Mstep: Class 12 contains 20838 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 18651 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52704 members 
Mstep: Class 18 contains 126147 members 
Mstep: Class 20 contains 205261 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788736.000000 Penalty: 75362.250000
Iteration 236Q: 23 clusters Score -1.357887e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 3 contains 20288 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27282 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294947 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 158998 members 
Mstep: Class 11 contains 39451 members 
Mstep: Class 12 contains 20840 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10340 members 
Mstep: Class 15 contains 18610 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52703 members 
Mstep: Class 18 contains 126193 members 
Mstep: Class 20 contains 205267 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788800.000000 Penalty: 75362.250000
Iteration 237Q: 23 clusters Score -1.357888e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20295 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27280 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294936 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159003 members 
Mstep: Class 11 contains 39451 members 
Mstep: Class 12 contains 20842 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10337 members 
Mstep: Class 15 contains 18571 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52705 members 
Mstep: Class 18 contains 126232 members 
Mstep: Class 20 contains 205266 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788784.000000 Penalty: 75362.250000
Iteration 238Q: 23 clusters Score -1.357888e+08 nChanged 201
Entering ConstructFrom: 
Score: -135788784.000000 Penalty: 75362.250000
Entering ConstructFrom: 
Trying to split cluster 1 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -55534.109375 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -55534.11 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 233 members 
Entering Unmasked Estep 
Score: -54107.988281 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -54107.99 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54324.324219 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -54324.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54439.402344 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -54439.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -54550.738281 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -54550.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54692.546875 Penalty: 3050.698975
	Iteration 4F: 3 clusters Score -54692.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -54977.894531 Penalty: 3050.698975
	Iteration 5F: 3 clusters Score -54977.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55174.082031 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -55174.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55268.761719 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -55268.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -55316.476562 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -55316.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -55358.519531 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -55358.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55399.417969 Penalty: 3050.698975
	Iteration 10Q: 3 clusters Score -55399.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -55419.921875 Penalty: 3050.698975
	Iteration 11Q: 3 clusters Score -55419.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -55435.660156 Penalty: 3050.698975
	Iteration 12Q: 3 clusters Score -55435.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55448.859375 Penalty: 3050.698975
	Iteration 13Q: 3 clusters Score -55448.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55477.242188 Penalty: 3050.698975
	Iteration 14Q: 3 clusters Score -55477.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55501.343750 Penalty: 3050.698975
	Iteration 15Q: 3 clusters Score -55501.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55501.343750 Penalty: 3050.698975
	Iteration 16F: 3 clusters Score -55501.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Entering Unmasked Estep 
Score: -510924.125000 Penalty: 2055.182373
	Iteration 0F: 2 clusters Score -510924.1 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 1983 members 
Entering Unmasked Estep 
Score: -507012.593750 Penalty: 4110.364746
	Iteration 0F: 3 clusters Score -507012.6 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -507938.437500 Penalty: 4110.364746
	Iteration 1F: 3 clusters Score -507938.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -508205.500000 Penalty: 4110.364746
	Iteration 2F: 3 clusters Score -508205.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -508411.062500 Penalty: 4110.364746
	Iteration 3F: 3 clusters Score -508411.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -508631.187500 Penalty: 4110.364746
	Iteration 4F: 3 clusters Score -508631.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -508889.750000 Penalty: 4110.364746
	Iteration 5F: 3 clusters Score -508889.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -509197.281250 Penalty: 4110.364746
	Iteration 6F: 3 clusters Score -509197.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -509503.218750 Penalty: 4110.364746
	Iteration 7F: 3 clusters Score -509503.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -509771.781250 Penalty: 4110.364746
	Iteration 8Q: 3 clusters Score -509771.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -510022.250000 Penalty: 4110.364746
	Iteration 9Q: 3 clusters Score -510022.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -510284.093750 Penalty: 4110.364746
	Iteration 10Q: 3 clusters Score -510284.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -510565.281250 Penalty: 4110.364746
	Iteration 11Q: 3 clusters Score -510565.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -510860.750000 Penalty: 4110.364746
	Iteration 12Q: 3 clusters Score -510860.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -511075.531250 Penalty: 4110.364746
	Iteration 13Q: 3 clusters Score -511075.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -511153.062500 Penalty: 4110.364746
	Iteration 14Q: 3 clusters Score -511153.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -511179.281250 Penalty: 4110.364746
	Iteration 15Q: 3 clusters Score -511179.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -511191.906250 Penalty: 4110.364746
	Iteration 16Q: 3 clusters Score -511191.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -511196.937500 Penalty: 4110.364746
	Iteration 17Q: 3 clusters Score -511196.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -511200.093750 Penalty: 4110.364746
	Iteration 18Q: 3 clusters Score -511200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -511202.937500 Penalty: 4110.364746
	Iteration 19Q: 3 clusters Score -511202.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -511203.843750 Penalty: 4110.364746
	Iteration 20F: 3 clusters Score -511203.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -511205.687500 Penalty: 4110.364746
	Iteration 21Q: 3 clusters Score -511205.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -511207.312500 Penalty: 4110.364746
	Iteration 22Q: 3 clusters Score -511207.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -511206.562500 Penalty: 4110.364746
	Iteration 23Q: 3 clusters Score -511206.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -511206.562500 Penalty: 4110.364746
	Iteration 24F: 3 clusters Score -511206.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1296 members 
Mstep: Class 3 contains 20296 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27281 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294925 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159000 members 
Mstep: Class 11 contains 39451 members 
Mstep: Class 12 contains 20845 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 18537 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52706 members 
Mstep: Class 18 contains 126281 members 
Mstep: Class 19 contains 2676 members 
Mstep: Class 20 contains 205261 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
Score: -135787376.000000 Penalty: 78787.804688
Splitting cluster 2 changes total score from -135788784.000000 to -135787376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (20296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Entering Unmasked Estep 
Score: -2843541.750000 Penalty: 2459.708496
	Iteration 0F: 2 clusters Score -2843542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2829405.750000 Penalty: 4919.416992
	Iteration 0F: 3 clusters Score -2829406 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2834091.500000 Penalty: 4919.416992
	Iteration 1F: 3 clusters Score -2834092 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2834449.250000 Penalty: 4919.416992
	Iteration 2F: 3 clusters Score -2834449 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2834720.000000 Penalty: 4919.416992
	Iteration 3Q: 3 clusters Score -2834720 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2834964.500000 Penalty: 4919.416992
	Iteration 4Q: 3 clusters Score -2834964 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2835177.250000 Penalty: 4919.416992
	Iteration 5Q: 3 clusters Score -2835177 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2835432.000000 Penalty: 4919.416992
	Iteration 6Q: 3 clusters Score -2835432 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2835752.500000 Penalty: 4919.416992
	Iteration 7Q: 3 clusters Score -2835752 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2836196.250000 Penalty: 4919.416992
	Iteration 8Q: 3 clusters Score -2836196 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2836840.750000 Penalty: 4919.416992
	Iteration 9F: 3 clusters Score -2836841 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2837796.750000 Penalty: 4919.416992
	Iteration 10F: 3 clusters Score -2837797 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2838861.250000 Penalty: 4919.416992
	Iteration 11F: 3 clusters Score -2838861 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2839896.500000 Penalty: 4919.416992
	Iteration 12F: 3 clusters Score -2839896 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2840636.250000 Penalty: 4919.416992
	Iteration 13Q: 3 clusters Score -2840636 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2841057.000000 Penalty: 4919.416992
	Iteration 14Q: 3 clusters Score -2841057 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2841316.000000 Penalty: 4919.416992
	Iteration 15Q: 3 clusters Score -2841316 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2841478.250000 Penalty: 4919.416992
	Iteration 16Q: 3 clusters Score -2841478 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2841575.750000 Penalty: 4919.416992
	Iteration 17Q: 3 clusters Score -2841576 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2841631.500000 Penalty: 4919.416992
	Iteration 18Q: 3 clusters Score -2841632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2841678.750000 Penalty: 4919.416992
	Iteration 19Q: 3 clusters Score -2841679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2841700.750000 Penalty: 4919.416992
	Iteration 20F: 3 clusters Score -2841701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2841720.750000 Penalty: 4919.416992
	Iteration 21Q: 3 clusters Score -2841721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2841728.250000 Penalty: 4919.416992
	Iteration 22Q: 3 clusters Score -2841728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2841745.500000 Penalty: 4919.416992
	Iteration 23Q: 3 clusters Score -2841746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2841747.250000 Penalty: 4919.416992
	Iteration 24Q: 3 clusters Score -2841747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2841748.750000 Penalty: 4919.416992
	Iteration 25Q: 3 clusters Score -2841749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2841756.500000 Penalty: 4919.416992
	Iteration 26Q: 3 clusters Score -2841756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2841759.750000 Penalty: 4919.416992
	Iteration 27Q: 3 clusters Score -2841760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2841760.750000 Penalty: 4919.416992
	Iteration 28Q: 3 clusters Score -2841761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2841760.250000 Penalty: 4919.416992
	Iteration 29Q: 3 clusters Score -2841760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2841763.750000 Penalty: 4919.416992
	Iteration 30Q: 3 clusters Score -2841764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2841763.750000 Penalty: 4919.416992
	Iteration 31F: 3 clusters Score -2841764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Entering Unmasked Estep 
Score: -485450.656250 Penalty: 2038.058716
	Iteration 0F: 2 clusters Score -485450.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -481694.968750 Penalty: 4076.117432
	Iteration 0F: 3 clusters Score -481695 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -482530.156250 Penalty: 4076.117432
	Iteration 1F: 3 clusters Score -482530.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -482809.625000 Penalty: 4076.117432
	Iteration 2F: 3 clusters Score -482809.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -483057.968750 Penalty: 4076.117432
	Iteration 3F: 3 clusters Score -483058 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -483296.718750 Penalty: 4076.117432
	Iteration 4F: 3 clusters Score -483296.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -483503.812500 Penalty: 4076.117432
	Iteration 5F: 3 clusters Score -483503.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -483658.125000 Penalty: 4076.117432
	Iteration 6Q: 3 clusters Score -483658.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -483750.781250 Penalty: 4076.117432
	Iteration 7Q: 3 clusters Score -483750.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -483820.031250 Penalty: 4076.117432
	Iteration 8Q: 3 clusters Score -483820 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -483876.062500 Penalty: 4076.117432
	Iteration 9Q: 3 clusters Score -483876.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -483917.156250 Penalty: 4076.117432
	Iteration 10Q: 3 clusters Score -483917.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -483944.656250 Penalty: 4076.117432
	Iteration 11Q: 3 clusters Score -483944.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -483965.718750 Penalty: 4076.117432
	Iteration 12Q: 3 clusters Score -483965.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -483983.625000 Penalty: 4076.117432
	Iteration 13Q: 3 clusters Score -483983.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -484000.687500 Penalty: 4076.117432
	Iteration 14Q: 3 clusters Score -484000.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -484009.781250 Penalty: 4076.117432
	Iteration 15Q: 3 clusters Score -484009.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -484017.500000 Penalty: 4076.117432
	Iteration 16Q: 3 clusters Score -484017.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -484020.875000 Penalty: 4076.117432
	Iteration 17Q: 3 clusters Score -484020.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -484022.593750 Penalty: 4076.117432
	Iteration 18Q: 3 clusters Score -484022.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -484024.593750 Penalty: 4076.117432
	Iteration 19Q: 3 clusters Score -484024.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -484026.000000 Penalty: 4076.117432
	Iteration 20F: 3 clusters Score -484026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -484027.531250 Penalty: 4076.117432
	Iteration 21Q: 3 clusters Score -484027.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -484030.031250 Penalty: 4076.117432
	Iteration 22Q: 3 clusters Score -484030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -484035.281250 Penalty: 4076.117432
	Iteration 23Q: 3 clusters Score -484035.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -484039.781250 Penalty: 4076.117432
	Iteration 24Q: 3 clusters Score -484039.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -484040.562500 Penalty: 4076.117432
	Iteration 25Q: 3 clusters Score -484040.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -484043.531250 Penalty: 4076.117432
	Iteration 26Q: 3 clusters Score -484043.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -484045.656250 Penalty: 4076.117432
	Iteration 27Q: 3 clusters Score -484045.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -484046.406250 Penalty: 4076.117432
	Iteration 28Q: 3 clusters Score -484046.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -484046.906250 Penalty: 4076.117432
	Iteration 29Q: 3 clusters Score -484046.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -484047.750000 Penalty: 4076.117432
	Iteration 30Q: 3 clusters Score -484047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -484049.687500 Penalty: 4076.117432
	Iteration 31Q: 3 clusters Score -484049.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -484050.062500 Penalty: 4076.117432
	Iteration 32Q: 3 clusters Score -484050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -484050.062500 Penalty: 4076.117432
	Iteration 33F: 3 clusters Score -484050.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Entering Unmasked Estep 
Score: -3817689.000000 Penalty: 2533.058350
	Iteration 0F: 2 clusters Score -3817689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3799000.250000 Penalty: 5066.116699
	Iteration 0F: 3 clusters Score -3799000 nChanged 12151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3805501.500000 Penalty: 5066.116699
	Iteration 1F: 3 clusters Score -3805502 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -3805931.000000 Penalty: 5066.116699
	Iteration 2F: 3 clusters Score -3805931 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3806325.750000 Penalty: 5066.116699
	Iteration 3Q: 3 clusters Score -3806326 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3806707.000000 Penalty: 5066.116699
	Iteration 4Q: 3 clusters Score -3806707 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3807111.000000 Penalty: 5066.116699
	Iteration 5Q: 3 clusters Score -3807111 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -3807667.750000 Penalty: 5066.116699
	Iteration 6Q: 3 clusters Score -3807668 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3808399.500000 Penalty: 5066.116699
	Iteration 7F: 3 clusters Score -3808400 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -3809378.500000 Penalty: 5066.116699
	Iteration 8F: 3 clusters Score -3809378 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -3810614.500000 Penalty: 5066.116699
	Iteration 9F: 3 clusters Score -3810614 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -3812088.000000 Penalty: 5066.116699
	Iteration 10F: 3 clusters Score -3812088 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -3813251.500000 Penalty: 5066.116699
	Iteration 11F: 3 clusters Score -3813252 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -3814111.500000 Penalty: 5066.116699
	Iteration 12Q: 3 clusters Score -3814112 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -3814646.000000 Penalty: 5066.116699
	Iteration 13Q: 3 clusters Score -3814646 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3814965.500000 Penalty: 5066.116699
	Iteration 14Q: 3 clusters Score -3814966 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -3815191.500000 Penalty: 5066.116699
	Iteration 15Q: 3 clusters Score -3815192 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -3815346.750000 Penalty: 5066.116699
	Iteration 16Q: 3 clusters Score -3815347 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3815450.500000 Penalty: 5066.116699
	Iteration 17Q: 3 clusters Score -3815450 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -3815515.250000 Penalty: 5066.116699
	Iteration 18Q: 3 clusters Score -3815515 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -3815578.500000 Penalty: 5066.116699
	Iteration 19Q: 3 clusters Score -3815578 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -3815624.500000 Penalty: 5066.116699
	Iteration 20F: 3 clusters Score -3815624 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -3815652.000000 Penalty: 5066.116699
	Iteration 21Q: 3 clusters Score -3815652 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -3815685.000000 Penalty: 5066.116699
	Iteration 22Q: 3 clusters Score -3815685 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -3815726.750000 Penalty: 5066.116699
	Iteration 23Q: 3 clusters Score -3815727 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3815751.250000 Penalty: 5066.116699
	Iteration 24Q: 3 clusters Score -3815751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -3815754.750000 Penalty: 5066.116699
	Iteration 25Q: 3 clusters Score -3815755 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -3815776.250000 Penalty: 5066.116699
	Iteration 26Q: 3 clusters Score -3815776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -3815783.250000 Penalty: 5066.116699
	Iteration 27Q: 3 clusters Score -3815783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3815792.000000 Penalty: 5066.116699
	Iteration 28Q: 3 clusters Score -3815792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3815799.750000 Penalty: 5066.116699
	Iteration 29Q: 3 clusters Score -3815800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3815807.000000 Penalty: 5066.116699
	Iteration 30Q: 3 clusters Score -3815807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -3815801.000000 Penalty: 5066.116699
	Iteration 31Q: 3 clusters Score -3815801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3815800.750000 Penalty: 5066.116699
	Iteration 32Q: 3 clusters Score -3815801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -3815814.500000 Penalty: 5066.116699
	Iteration 33Q: 3 clusters Score -3815814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3815813.000000 Penalty: 5066.116699
	Iteration 34Q: 3 clusters Score -3815813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -3815816.750000 Penalty: 5066.116699
	Iteration 35Q: 3 clusters Score -3815817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -3815810.250000 Penalty: 5066.116699
	Iteration 36Q: 3 clusters Score -3815810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -3815809.250000 Penalty: 5066.116699
	Iteration 37Q: 3 clusters Score -3815809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3815813.500000 Penalty: 5066.116699
	Iteration 38Q: 3 clusters Score -3815814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -3815817.250000 Penalty: 5066.116699
	Iteration 39Q: 3 clusters Score -3815817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -3815821.250000 Penalty: 5066.116699
	Iteration 40F: 3 clusters Score -3815821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3815824.250000 Penalty: 5066.116699
	Iteration 41Q: 3 clusters Score -3815824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -3815830.250000 Penalty: 5066.116699
	Iteration 42Q: 3 clusters Score -3815830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -3815830.000000 Penalty: 5066.116699
	Iteration 43Q: 3 clusters Score -3815830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3815826.500000 Penalty: 5066.116699
	Iteration 44Q: 3 clusters Score -3815826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -3815834.750000 Penalty: 5066.116699
	Iteration 45Q: 3 clusters Score -3815835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3815842.750000 Penalty: 5066.116699
	Iteration 46Q: 3 clusters Score -3815843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -3815842.500000 Penalty: 5066.116699
	Iteration 47Q: 3 clusters Score -3815842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -3815850.000000 Penalty: 5066.116699
	Iteration 48Q: 3 clusters Score -3815850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -3815849.500000 Penalty: 5066.116699
	Iteration 49Q: 3 clusters Score -3815850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -3815848.750000 Penalty: 5066.116699
	Iteration 50Q: 3 clusters Score -3815849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3815857.500000 Penalty: 5066.116699
	Iteration 51Q: 3 clusters Score -3815858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3815867.750000 Penalty: 5066.116699
	Iteration 52Q: 3 clusters Score -3815868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3815870.250000 Penalty: 5066.116699
	Iteration 53Q: 3 clusters Score -3815870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -3815872.000000 Penalty: 5066.116699
	Iteration 54Q: 3 clusters Score -3815872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3815878.750000 Penalty: 5066.116699
	Iteration 55Q: 3 clusters Score -3815879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3815879.500000 Penalty: 5066.116699
	Iteration 56Q: 3 clusters Score -3815880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -3815880.250000 Penalty: 5066.116699
	Iteration 57Q: 3 clusters Score -3815880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3815884.000000 Penalty: 5066.116699
	Iteration 58Q: 3 clusters Score -3815884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3815882.750000 Penalty: 5066.116699
	Iteration 59Q: 3 clusters Score -3815883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -3815888.500000 Penalty: 5066.116699
	Iteration 60F: 3 clusters Score -3815888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -3815887.250000 Penalty: 5066.116699
	Iteration 61Q: 3 clusters Score -3815887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3815889.500000 Penalty: 5066.116699
	Iteration 62Q: 3 clusters Score -3815890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -3815889.750000 Penalty: 5066.116699
	Iteration 63Q: 3 clusters Score -3815890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -3815887.750000 Penalty: 5066.116699
	Iteration 64Q: 3 clusters Score -3815888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -3815888.000000 Penalty: 5066.116699
	Iteration 65Q: 3 clusters Score -3815888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -3815889.000000 Penalty: 5066.116699
	Iteration 66Q: 3 clusters Score -3815889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -3815889.000000 Penalty: 5066.116699
	Iteration 67F: 3 clusters Score -3815889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -364357.687500 Penalty: 1950.280884
	Iteration 0F: 2 clusters Score -364357.7 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 1346 members 
Entering Unmasked Estep 
Score: -361337.593750 Penalty: 3900.561768
	Iteration 0F: 3 clusters Score -361337.6 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -361875.875000 Penalty: 3900.561768
	Iteration 1F: 3 clusters Score -361875.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -362010.718750 Penalty: 3900.561768
	Iteration 2F: 3 clusters Score -362010.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -362085.218750 Penalty: 3900.561768
	Iteration 3Q: 3 clusters Score -362085.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -362129.468750 Penalty: 3900.561768
	Iteration 4Q: 3 clusters Score -362129.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -362155.281250 Penalty: 3900.561768
	Iteration 5Q: 3 clusters Score -362155.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -362170.468750 Penalty: 3900.561768
	Iteration 6Q: 3 clusters Score -362170.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -362182.187500 Penalty: 3900.561768
	Iteration 7Q: 3 clusters Score -362182.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -362189.687500 Penalty: 3900.561768
	Iteration 8Q: 3 clusters Score -362189.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -362195.500000 Penalty: 3900.561768
	Iteration 9Q: 3 clusters Score -362195.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -362199.000000 Penalty: 3900.561768
	Iteration 10Q: 3 clusters Score -362199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -362203.656250 Penalty: 3900.561768
	Iteration 11Q: 3 clusters Score -362203.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -362205.750000 Penalty: 3900.561768
	Iteration 12Q: 3 clusters Score -362205.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -362207.375000 Penalty: 3900.561768
	Iteration 13Q: 3 clusters Score -362207.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -362208.718750 Penalty: 3900.561768
	Iteration 14Q: 3 clusters Score -362208.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -362209.031250 Penalty: 3900.561768
	Iteration 15Q: 3 clusters Score -362209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -362210.156250 Penalty: 3900.561768
	Iteration 16Q: 3 clusters Score -362210.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -362213.437500 Penalty: 3900.561768
	Iteration 17Q: 3 clusters Score -362213.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -362216.406250 Penalty: 3900.561768
	Iteration 18Q: 3 clusters Score -362216.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -362217.937500 Penalty: 3900.561768
	Iteration 19Q: 3 clusters Score -362217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -362220.906250 Penalty: 3900.561768
	Iteration 20F: 3 clusters Score -362220.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -362223.468750 Penalty: 3900.561768
	Iteration 21Q: 3 clusters Score -362223.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -362226.843750 Penalty: 3900.561768
	Iteration 22Q: 3 clusters Score -362226.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -362229.656250 Penalty: 3900.561768
	Iteration 23Q: 3 clusters Score -362229.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -362233.125000 Penalty: 3900.561768
	Iteration 24Q: 3 clusters Score -362233.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -362238.687500 Penalty: 3900.561768
	Iteration 25Q: 3 clusters Score -362238.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -362243.906250 Penalty: 3900.561768
	Iteration 26Q: 3 clusters Score -362243.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -362248.156250 Penalty: 3900.561768
	Iteration 27Q: 3 clusters Score -362248.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -362253.375000 Penalty: 3900.561768
	Iteration 28Q: 3 clusters Score -362253.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -362256.562500 Penalty: 3900.561768
	Iteration 29Q: 3 clusters Score -362256.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -362260.812500 Penalty: 3900.561768
	Iteration 30Q: 3 clusters Score -362260.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -362264.531250 Penalty: 3900.561768
	Iteration 31Q: 3 clusters Score -362264.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -362268.187500 Penalty: 3900.561768
	Iteration 32Q: 3 clusters Score -362268.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -362271.781250 Penalty: 3900.561768
	Iteration 33Q: 3 clusters Score -362271.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -362274.750000 Penalty: 3900.561768
	Iteration 34Q: 3 clusters Score -362274.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -362277.937500 Penalty: 3900.561768
	Iteration 35Q: 3 clusters Score -362277.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -362280.468750 Penalty: 3900.561768
	Iteration 36Q: 3 clusters Score -362280.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -362282.031250 Penalty: 3900.561768
	Iteration 37Q: 3 clusters Score -362282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -362282.593750 Penalty: 3900.561768
	Iteration 38Q: 3 clusters Score -362282.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -362282.593750 Penalty: 3900.561768
	Iteration 39F: 3 clusters Score -362282.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (294925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294925 members 
Entering Unmasked Estep 
Score: -40405468.000000 Penalty: 3123.430176
	Iteration 0F: 2 clusters Score -4.040547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147484 members 
Mstep: Class 2 contains 147441 members 
Entering Unmasked Estep 
Score: -40230808.000000 Penalty: 6246.860352
	Iteration 0F: 3 clusters Score -4.023081e+07 nChanged 143006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146918 members 
Mstep: Class 2 contains 148007 members 
Entering Unmasked Estep 
Score: -40315116.000000 Penalty: 6246.860352
	Iteration 1F: 3 clusters Score -4.031512e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146634 members 
Mstep: Class 2 contains 148291 members 
Entering Unmasked Estep 
Score: -40316480.000000 Penalty: 6246.860352
	Iteration 2Q: 3 clusters Score -4.031648e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146238 members 
Mstep: Class 2 contains 148687 members 
Entering Unmasked Estep 
Score: -40318156.000000 Penalty: 6246.860352
	Iteration 3Q: 3 clusters Score -4.031816e+07 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145532 members 
Mstep: Class 2 contains 149393 members 
Entering Unmasked Estep 
Score: -40319696.000000 Penalty: 6246.860352
	Iteration 4Q: 3 clusters Score -4.03197e+07 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144623 members 
Mstep: Class 2 contains 150302 members 
Entering Unmasked Estep 
Score: -40322320.000000 Penalty: 6246.860352
	Iteration 5Q: 3 clusters Score -4.032232e+07 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143174 members 
Mstep: Class 2 contains 151751 members 
Entering Unmasked Estep 
Score: -40325364.000000 Penalty: 6246.860352
	Iteration 6Q: 3 clusters Score -4.032536e+07 nChanged 11653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141035 members 
Mstep: Class 2 contains 153890 members 
Entering Unmasked Estep 
Score: -40329876.000000 Penalty: 6246.860352
	Iteration 7Q: 3 clusters Score -4.032988e+07 nChanged 13717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137778 members 
Mstep: Class 2 contains 157147 members 
Entering Unmasked Estep 
Score: -40336832.000000 Penalty: 6246.860352
	Iteration 8Q: 3 clusters Score -4.033683e+07 nChanged 15830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133280 members 
Mstep: Class 2 contains 161645 members 
Entering Unmasked Estep 
Score: -40346876.000000 Penalty: 6246.860352
	Iteration 9F: 3 clusters Score -4.034688e+07 nChanged 17494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127952 members 
Mstep: Class 2 contains 166973 members 
Entering Unmasked Estep 
Score: -40359096.000000 Penalty: 6246.860352
	Iteration 10F: 3 clusters Score -4.03591e+07 nChanged 16666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122576 members 
Mstep: Class 2 contains 172349 members 
Entering Unmasked Estep 
Score: -40369304.000000 Penalty: 6246.860352
	Iteration 11F: 3 clusters Score -4.03693e+07 nChanged 12651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117857 members 
Mstep: Class 2 contains 177068 members 
Entering Unmasked Estep 
Score: -40374276.000000 Penalty: 6246.860352
	Iteration 12Q: 3 clusters Score -4.037428e+07 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113605 members 
Mstep: Class 2 contains 181320 members 
Entering Unmasked Estep 
Score: -40376388.000000 Penalty: 6246.860352
	Iteration 13Q: 3 clusters Score -4.037639e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109345 members 
Mstep: Class 2 contains 185580 members 
Entering Unmasked Estep 
Score: -40377508.000000 Penalty: 6246.860352
	Iteration 14Q: 3 clusters Score -4.037751e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104925 members 
Mstep: Class 2 contains 190000 members 
Entering Unmasked Estep 
Score: -40378520.000000 Penalty: 6246.860352
	Iteration 15Q: 3 clusters Score -4.037852e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100251 members 
Mstep: Class 2 contains 194674 members 
Entering Unmasked Estep 
Score: -40379576.000000 Penalty: 6246.860352
	Iteration 16Q: 3 clusters Score -4.037958e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95148 members 
Mstep: Class 2 contains 199777 members 
Entering Unmasked Estep 
Score: -40380856.000000 Penalty: 6246.860352
	Iteration 17Q: 3 clusters Score -4.038086e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89546 members 
Mstep: Class 2 contains 205379 members 
Entering Unmasked Estep 
Score: -40382368.000000 Penalty: 6246.860352
	Iteration 18Q: 3 clusters Score -4.038237e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83647 members 
Mstep: Class 2 contains 211278 members 
Entering Unmasked Estep 
Score: -40384172.000000 Penalty: 6246.860352
	Iteration 19Q: 3 clusters Score -4.038417e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 217435 members 
Entering Unmasked Estep 
Score: -40386032.000000 Penalty: 6246.860352
	Iteration 20F: 3 clusters Score -4.038603e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70644 members 
Mstep: Class 2 contains 224281 members 
Entering Unmasked Estep 
Score: -40388440.000000 Penalty: 6246.860352
	Iteration 21Q: 3 clusters Score -4.038844e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63099 members 
Mstep: Class 2 contains 231826 members 
Entering Unmasked Estep 
Score: -40391084.000000 Penalty: 6246.860352
	Iteration 22Q: 3 clusters Score -4.039108e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 240598 members 
Entering Unmasked Estep 
Score: -40393692.000000 Penalty: 6246.860352
	Iteration 23Q: 3 clusters Score -4.039369e+07 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 250176 members 
Entering Unmasked Estep 
Score: -40395744.000000 Penalty: 6246.860352
	Iteration 24Q: 3 clusters Score -4.039574e+07 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 260229 members 
Entering Unmasked Estep 
Score: -40397840.000000 Penalty: 6246.860352
	Iteration 25Q: 3 clusters Score -4.039784e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 269658 members 
Entering Unmasked Estep 
Score: -40400264.000000 Penalty: 6246.860352
	Iteration 26Q: 3 clusters Score -4.040026e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 277687 members 
Entering Unmasked Estep 
Score: -40401924.000000 Penalty: 6246.860352
	Iteration 27Q: 3 clusters Score -4.040192e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 283994 members 
Entering Unmasked Estep 
Score: -40403220.000000 Penalty: 6246.860352
	Iteration 28Q: 3 clusters Score -4.040322e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 288325 members 
Entering Unmasked Estep 
Score: -40403492.000000 Penalty: 6246.860352
	Iteration 29Q: 3 clusters Score -4.040349e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 290887 members 
Entering Unmasked Estep 
Score: -40403584.000000 Penalty: 6246.860352
	Iteration 30Q: 3 clusters Score -4.040358e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 292316 members 
Entering Unmasked Estep 
Score: -40403676.000000 Penalty: 6246.860352
	Iteration 31Q: 3 clusters Score -4.040368e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 293032 members 
Entering Unmasked Estep 
Score: -40403728.000000 Penalty: 6246.860352
	Iteration 32Q: 3 clusters Score -4.040373e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 293388 members 
Entering Unmasked Estep 
Score: -40403856.000000 Penalty: 6246.860352
	Iteration 33Q: 3 clusters Score -4.040386e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 293572 members 
Entering Unmasked Estep 
Score: -40403828.000000 Penalty: 6246.860352
	Iteration 34Q: 3 clusters Score -4.040383e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 293670 members 
Entering Unmasked Estep 
Score: -40403756.000000 Penalty: 6246.860352
	Iteration 35Q: 3 clusters Score -4.040376e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 293718 members 
Entering Unmasked Estep 
Score: -40403792.000000 Penalty: 6246.860352
	Iteration 36Q: 3 clusters Score -4.040379e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 293744 members 
Entering Unmasked Estep 
Score: -40403812.000000 Penalty: 6246.860352
	Iteration 37Q: 3 clusters Score -4.040381e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 293766 members 
Entering Unmasked Estep 
Score: -40403788.000000 Penalty: 6246.860352
	Iteration 38Q: 3 clusters Score -4.040379e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 293787 members 
Entering Unmasked Estep 
Score: -40403840.000000 Penalty: 6246.860352
	Iteration 39Q: 3 clusters Score -4.040384e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 293807 members 
Entering Unmasked Estep 
Score: -40403844.000000 Penalty: 6246.860352
	Iteration 40F: 3 clusters Score -4.040384e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 293821 members 
Entering Unmasked Estep 
Score: -40403828.000000 Penalty: 6246.860352
	Iteration 41Q: 3 clusters Score -4.040383e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 293831 members 
Entering Unmasked Estep 
Score: -40403836.000000 Penalty: 6246.860352
	Iteration 42Q: 3 clusters Score -4.040384e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 293844 members 
Entering Unmasked Estep 
Score: -40403852.000000 Penalty: 6246.860352
	Iteration 43Q: 3 clusters Score -4.040385e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 293853 members 
Entering Unmasked Estep 
Score: -40403852.000000 Penalty: 6246.860352
	Iteration 44Q: 3 clusters Score -4.040385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 293865 members 
Entering Unmasked Estep 
Score: -40403868.000000 Penalty: 6246.860352
	Iteration 45Q: 3 clusters Score -4.040387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 293869 members 
Entering Unmasked Estep 
Score: -40403852.000000 Penalty: 6246.860352
	Iteration 46Q: 3 clusters Score -4.040385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 293871 members 
Entering Unmasked Estep 
Score: -40403840.000000 Penalty: 6246.860352
	Iteration 47Q: 3 clusters Score -4.040384e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 293872 members 
Entering Unmasked Estep 
Score: -40403856.000000 Penalty: 6246.860352
	Iteration 48Q: 3 clusters Score -4.040386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 293872 members 
Entering Unmasked Estep 
Score: -40403864.000000 Penalty: 6246.860352
	Iteration 49Q: 3 clusters Score -4.040386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 293878 members 
Entering Unmasked Estep 
Score: -40403872.000000 Penalty: 6246.860352
	Iteration 50Q: 3 clusters Score -4.040387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 293875 members 
Entering Unmasked Estep 
Score: -40403868.000000 Penalty: 6246.860352
	Iteration 51Q: 3 clusters Score -4.040387e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 293874 members 
Entering Unmasked Estep 
Score: -40403876.000000 Penalty: 6246.860352
	Iteration 52Q: 3 clusters Score -4.040388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 293872 members 
Entering Unmasked Estep 
Score: -40403912.000000 Penalty: 6246.860352
	Iteration 53Q: 3 clusters Score -4.040391e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 293869 members 
Entering Unmasked Estep 
Score: -40403904.000000 Penalty: 6246.860352
	Iteration 54Q: 3 clusters Score -4.04039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 293871 members 
Entering Unmasked Estep 
Score: -40403904.000000 Penalty: 6246.860352
	Iteration 55Q: 3 clusters Score -4.04039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 293871 members 
Entering Unmasked Estep 
Score: -40403888.000000 Penalty: 6246.860352
	Iteration 56Q: 3 clusters Score -4.040389e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 293869 members 
Entering Unmasked Estep 
Score: -40403892.000000 Penalty: 6246.860352
	Iteration 57Q: 3 clusters Score -4.040389e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 293865 members 
Entering Unmasked Estep 
Score: -40403912.000000 Penalty: 6246.860352
	Iteration 58Q: 3 clusters Score -4.040391e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 293866 members 
Entering Unmasked Estep 
Score: -40403936.000000 Penalty: 6246.860352
	Iteration 59Q: 3 clusters Score -4.040394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 293865 members 
Entering Unmasked Estep 
Score: -40403964.000000 Penalty: 6246.860352
	Iteration 60F: 3 clusters Score -4.040396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 293865 members 
Entering Unmasked Estep 
Score: -40403968.000000 Penalty: 6246.860352
	Iteration 61Q: 3 clusters Score -4.040397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 293871 members 
Entering Unmasked Estep 
Score: -40403932.000000 Penalty: 6246.860352
	Iteration 62Q: 3 clusters Score -4.040393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 293872 members 
Entering Unmasked Estep 
Score: -40403940.000000 Penalty: 6246.860352
	Iteration 63Q: 3 clusters Score -4.040394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 293872 members 
Entering Unmasked Estep 
Score: -40403928.000000 Penalty: 6246.860352
	Iteration 64Q: 3 clusters Score -4.040393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 293870 members 
Entering Unmasked Estep 
Score: -40403948.000000 Penalty: 6246.860352
	Iteration 65Q: 3 clusters Score -4.040395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 293869 members 
Entering Unmasked Estep 
Score: -40403936.000000 Penalty: 6246.860352
	Iteration 66Q: 3 clusters Score -4.040394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 293870 members 
Entering Unmasked Estep 
Score: -40403936.000000 Penalty: 6246.860352
	Iteration 67Q: 3 clusters Score -4.040394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 293868 members 
Entering Unmasked Estep 
Score: -40403952.000000 Penalty: 6246.860352
	Iteration 68Q: 3 clusters Score -4.040395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 293867 members 
Entering Unmasked Estep 
Score: -40403948.000000 Penalty: 6246.860352
	Iteration 69Q: 3 clusters Score -4.040395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 293866 members 
Entering Unmasked Estep 
Score: -40403940.000000 Penalty: 6246.860352
	Iteration 70Q: 3 clusters Score -4.040394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 293866 members 
Entering Unmasked Estep 
Score: -40403940.000000 Penalty: 6246.860352
	Iteration 71F: 3 clusters Score -4.040394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Entering Unmasked Estep 
Score: -1107133.500000 Penalty: 2220.117676
	Iteration 0F: 2 clusters Score -1107134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1100884.250000 Penalty: 4440.235352
	Iteration 0F: 3 clusters Score -1100884 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1102549.875000 Penalty: 4440.235352
	Iteration 1F: 3 clusters Score -1102550 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1102795.500000 Penalty: 4440.235352
	Iteration 2F: 3 clusters Score -1102796 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1102941.375000 Penalty: 4440.235352
	Iteration 3Q: 3 clusters Score -1102941 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1103044.750000 Penalty: 4440.235352
	Iteration 4Q: 3 clusters Score -1103045 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1103130.875000 Penalty: 4440.235352
	Iteration 5Q: 3 clusters Score -1103131 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1103189.375000 Penalty: 4440.235352
	Iteration 6Q: 3 clusters Score -1103189 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1103247.125000 Penalty: 4440.235352
	Iteration 7Q: 3 clusters Score -1103247 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1103297.500000 Penalty: 4440.235352
	Iteration 8Q: 3 clusters Score -1103298 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1103344.875000 Penalty: 4440.235352
	Iteration 9Q: 3 clusters Score -1103345 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1103400.750000 Penalty: 4440.235352
	Iteration 10Q: 3 clusters Score -1103401 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1103467.500000 Penalty: 4440.235352
	Iteration 11Q: 3 clusters Score -1103468 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1103516.500000 Penalty: 4440.235352
	Iteration 12Q: 3 clusters Score -1103516 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1103576.625000 Penalty: 4440.235352
	Iteration 13Q: 3 clusters Score -1103577 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1103653.875000 Penalty: 4440.235352
	Iteration 14Q: 3 clusters Score -1103654 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1103728.625000 Penalty: 4440.235352
	Iteration 15Q: 3 clusters Score -1103729 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1103827.250000 Penalty: 4440.235352
	Iteration 16Q: 3 clusters Score -1103827 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1103918.375000 Penalty: 4440.235352
	Iteration 17Q: 3 clusters Score -1103918 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1104030.125000 Penalty: 4440.235352
	Iteration 18Q: 3 clusters Score -1104030 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1104142.750000 Penalty: 4440.235352
	Iteration 19Q: 3 clusters Score -1104143 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1104276.500000 Penalty: 4440.235352
	Iteration 20F: 3 clusters Score -1104276 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1104394.625000 Penalty: 4440.235352
	Iteration 21Q: 3 clusters Score -1104395 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1104507.500000 Penalty: 4440.235352
	Iteration 22Q: 3 clusters Score -1104508 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1104599.875000 Penalty: 4440.235352
	Iteration 23Q: 3 clusters Score -1104600 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1104672.000000 Penalty: 4440.235352
	Iteration 24Q: 3 clusters Score -1104672 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1104732.000000 Penalty: 4440.235352
	Iteration 25Q: 3 clusters Score -1104732 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1104783.625000 Penalty: 4440.235352
	Iteration 26Q: 3 clusters Score -1104784 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1104819.750000 Penalty: 4440.235352
	Iteration 27Q: 3 clusters Score -1104820 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1104855.250000 Penalty: 4440.235352
	Iteration 28Q: 3 clusters Score -1104855 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1104885.125000 Penalty: 4440.235352
	Iteration 29Q: 3 clusters Score -1104885 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1104912.625000 Penalty: 4440.235352
	Iteration 30Q: 3 clusters Score -1104913 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1104941.375000 Penalty: 4440.235352
	Iteration 31Q: 3 clusters Score -1104941 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1104970.375000 Penalty: 4440.235352
	Iteration 32Q: 3 clusters Score -1104970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1104992.250000 Penalty: 4440.235352
	Iteration 33Q: 3 clusters Score -1104992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1105007.750000 Penalty: 4440.235352
	Iteration 34Q: 3 clusters Score -1105008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1105026.375000 Penalty: 4440.235352
	Iteration 35Q: 3 clusters Score -1105026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1105049.125000 Penalty: 4440.235352
	Iteration 36Q: 3 clusters Score -1105049 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1105069.625000 Penalty: 4440.235352
	Iteration 37Q: 3 clusters Score -1105070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1105083.500000 Penalty: 4440.235352
	Iteration 38Q: 3 clusters Score -1105084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1105095.625000 Penalty: 4440.235352
	Iteration 39Q: 3 clusters Score -1105096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1105109.125000 Penalty: 4440.235352
	Iteration 40F: 3 clusters Score -1105109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1105121.375000 Penalty: 4440.235352
	Iteration 41Q: 3 clusters Score -1105121 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1105146.625000 Penalty: 4440.235352
	Iteration 42Q: 3 clusters Score -1105147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1105170.000000 Penalty: 4440.235352
	Iteration 43Q: 3 clusters Score -1105170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1105190.250000 Penalty: 4440.235352
	Iteration 44Q: 3 clusters Score -1105190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1105199.875000 Penalty: 4440.235352
	Iteration 45Q: 3 clusters Score -1105200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1105207.750000 Penalty: 4440.235352
	Iteration 46Q: 3 clusters Score -1105208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1105212.750000 Penalty: 4440.235352
	Iteration 47Q: 3 clusters Score -1105213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1105218.250000 Penalty: 4440.235352
	Iteration 48Q: 3 clusters Score -1105218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1105225.625000 Penalty: 4440.235352
	Iteration 49Q: 3 clusters Score -1105226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1105229.125000 Penalty: 4440.235352
	Iteration 50Q: 3 clusters Score -1105229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1105229.625000 Penalty: 4440.235352
	Iteration 51Q: 3 clusters Score -1105230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1105233.250000 Penalty: 4440.235352
	Iteration 52Q: 3 clusters Score -1105233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1105234.000000 Penalty: 4440.235352
	Iteration 53Q: 3 clusters Score -1105234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1105236.625000 Penalty: 4440.235352
	Iteration 54Q: 3 clusters Score -1105237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1105236.500000 Penalty: 4440.235352
	Iteration 55Q: 3 clusters Score -1105236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1105238.375000 Penalty: 4440.235352
	Iteration 56Q: 3 clusters Score -1105238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1105239.375000 Penalty: 4440.235352
	Iteration 57Q: 3 clusters Score -1105239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1105242.250000 Penalty: 4440.235352
	Iteration 58Q: 3 clusters Score -1105242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1105242.500000 Penalty: 4440.235352
	Iteration 59Q: 3 clusters Score -1105242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1105242.750000 Penalty: 4440.235352
	Iteration 60F: 3 clusters Score -1105243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1105246.500000 Penalty: 4440.235352
	Iteration 61Q: 3 clusters Score -1105246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1105248.125000 Penalty: 4440.235352
	Iteration 62Q: 3 clusters Score -1105248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1105248.125000 Penalty: 4440.235352
	Iteration 63F: 3 clusters Score -1105248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -29341.017578 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -29341.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -28198.474609 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -28198.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28260.103516 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -28260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28268.177734 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -28268.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28268.177734 Penalty: 2712.157715
	Iteration 3F: 3 clusters Score -28268.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (159000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159000 members 
Entering Unmasked Estep 
Score: -22190612.000000 Penalty: 2970.211670
	Iteration 0F: 2 clusters Score -2.219061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79389 members 
Mstep: Class 2 contains 79611 members 
Entering Unmasked Estep 
Score: -22088194.000000 Penalty: 5940.423340
	Iteration 0F: 3 clusters Score -2.208819e+07 nChanged 76056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78031 members 
Mstep: Class 2 contains 80969 members 
Entering Unmasked Estep 
Score: -22132218.000000 Penalty: 5940.423340
	Iteration 1F: 3 clusters Score -2.213222e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77427 members 
Mstep: Class 2 contains 81573 members 
Entering Unmasked Estep 
Score: -22133270.000000 Penalty: 5940.423340
	Iteration 2Q: 3 clusters Score -2.213327e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76493 members 
Mstep: Class 2 contains 82507 members 
Entering Unmasked Estep 
Score: -22134340.000000 Penalty: 5940.423340
	Iteration 3Q: 3 clusters Score -2.213434e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 83970 members 
Entering Unmasked Estep 
Score: -22135402.000000 Penalty: 5940.423340
	Iteration 4Q: 3 clusters Score -2.21354e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72907 members 
Mstep: Class 2 contains 86093 members 
Entering Unmasked Estep 
Score: -22136776.000000 Penalty: 5940.423340
	Iteration 5Q: 3 clusters Score -2.213678e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69703 members 
Mstep: Class 2 contains 89297 members 
Entering Unmasked Estep 
Score: -22138760.000000 Penalty: 5940.423340
	Iteration 6Q: 3 clusters Score -2.213876e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 93734 members 
Entering Unmasked Estep 
Score: -22141852.000000 Penalty: 5940.423340
	Iteration 7Q: 3 clusters Score -2.214185e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 99602 members 
Entering Unmasked Estep 
Score: -22146596.000000 Penalty: 5940.423340
	Iteration 8F: 3 clusters Score -2.21466e+07 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 106797 members 
Entering Unmasked Estep 
Score: -22153050.000000 Penalty: 5940.423340
	Iteration 9F: 3 clusters Score -2.215305e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 114289 members 
Entering Unmasked Estep 
Score: -22159706.000000 Penalty: 5940.423340
	Iteration 10F: 3 clusters Score -2.215971e+07 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 121143 members 
Entering Unmasked Estep 
Score: -22165836.000000 Penalty: 5940.423340
	Iteration 11F: 3 clusters Score -2.216584e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 126934 members 
Entering Unmasked Estep 
Score: -22170346.000000 Penalty: 5940.423340
	Iteration 12Q: 3 clusters Score -2.217035e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 131775 members 
Entering Unmasked Estep 
Score: -22173686.000000 Penalty: 5940.423340
	Iteration 13Q: 3 clusters Score -2.217369e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 136043 members 
Entering Unmasked Estep 
Score: -22176292.000000 Penalty: 5940.423340
	Iteration 14Q: 3 clusters Score -2.217629e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 139945 members 
Entering Unmasked Estep 
Score: -22178482.000000 Penalty: 5940.423340
	Iteration 15Q: 3 clusters Score -2.217848e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 143434 members 
Entering Unmasked Estep 
Score: -22180356.000000 Penalty: 5940.423340
	Iteration 16Q: 3 clusters Score -2.218036e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 146491 members 
Entering Unmasked Estep 
Score: -22181994.000000 Penalty: 5940.423340
	Iteration 17Q: 3 clusters Score -2.218199e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 149100 members 
Entering Unmasked Estep 
Score: -22183360.000000 Penalty: 5940.423340
	Iteration 18Q: 3 clusters Score -2.218336e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 151350 members 
Entering Unmasked Estep 
Score: -22184762.000000 Penalty: 5940.423340
	Iteration 19Q: 3 clusters Score -2.218476e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 153146 members 
Entering Unmasked Estep 
Score: -22185746.000000 Penalty: 5940.423340
	Iteration 20F: 3 clusters Score -2.218575e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 154543 members 
Entering Unmasked Estep 
Score: -22186502.000000 Penalty: 5940.423340
	Iteration 21Q: 3 clusters Score -2.21865e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 155550 members 
Entering Unmasked Estep 
Score: -22187066.000000 Penalty: 5940.423340
	Iteration 22Q: 3 clusters Score -2.218707e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 156271 members 
Entering Unmasked Estep 
Score: -22187556.000000 Penalty: 5940.423340
	Iteration 23Q: 3 clusters Score -2.218756e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 156794 members 
Entering Unmasked Estep 
Score: -22187910.000000 Penalty: 5940.423340
	Iteration 24Q: 3 clusters Score -2.218791e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 157148 members 
Entering Unmasked Estep 
Score: -22188236.000000 Penalty: 5940.423340
	Iteration 25Q: 3 clusters Score -2.218824e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 157367 members 
Entering Unmasked Estep 
Score: -22188416.000000 Penalty: 5940.423340
	Iteration 26Q: 3 clusters Score -2.218842e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 157521 members 
Entering Unmasked Estep 
Score: -22188476.000000 Penalty: 5940.423340
	Iteration 27Q: 3 clusters Score -2.218848e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 157618 members 
Entering Unmasked Estep 
Score: -22188518.000000 Penalty: 5940.423340
	Iteration 28Q: 3 clusters Score -2.218852e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 157681 members 
Entering Unmasked Estep 
Score: -22188566.000000 Penalty: 5940.423340
	Iteration 29Q: 3 clusters Score -2.218857e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 157727 members 
Entering Unmasked Estep 
Score: -22188614.000000 Penalty: 5940.423340
	Iteration 30Q: 3 clusters Score -2.218861e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 157767 members 
Entering Unmasked Estep 
Score: -22188658.000000 Penalty: 5940.423340
	Iteration 31Q: 3 clusters Score -2.218866e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 157784 members 
Entering Unmasked Estep 
Score: -22188648.000000 Penalty: 5940.423340
	Iteration 32Q: 3 clusters Score -2.218865e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 157796 members 
Entering Unmasked Estep 
Score: -22188650.000000 Penalty: 5940.423340
	Iteration 33Q: 3 clusters Score -2.218865e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 157808 members 
Entering Unmasked Estep 
Score: -22188666.000000 Penalty: 5940.423340
	Iteration 34Q: 3 clusters Score -2.218867e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 157824 members 
Entering Unmasked Estep 
Score: -22188684.000000 Penalty: 5940.423340
	Iteration 35Q: 3 clusters Score -2.218868e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 157838 members 
Entering Unmasked Estep 
Score: -22188678.000000 Penalty: 5940.423340
	Iteration 36Q: 3 clusters Score -2.218868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 157850 members 
Entering Unmasked Estep 
Score: -22188686.000000 Penalty: 5940.423340
	Iteration 37Q: 3 clusters Score -2.218869e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 157858 members 
Entering Unmasked Estep 
Score: -22188692.000000 Penalty: 5940.423340
	Iteration 38Q: 3 clusters Score -2.218869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 157865 members 
Entering Unmasked Estep 
Score: -22188666.000000 Penalty: 5940.423340
	Iteration 39Q: 3 clusters Score -2.218867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 157875 members 
Entering Unmasked Estep 
Score: -22188704.000000 Penalty: 5940.423340
	Iteration 40F: 3 clusters Score -2.21887e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 157873 members 
Entering Unmasked Estep 
Score: -22188698.000000 Penalty: 5940.423340
	Iteration 41Q: 3 clusters Score -2.21887e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 157868 members 
Entering Unmasked Estep 
Score: -22188718.000000 Penalty: 5940.423340
	Iteration 42Q: 3 clusters Score -2.218872e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 157872 members 
Entering Unmasked Estep 
Score: -22188754.000000 Penalty: 5940.423340
	Iteration 43Q: 3 clusters Score -2.218875e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 157882 members 
Entering Unmasked Estep 
Score: -22188748.000000 Penalty: 5940.423340
	Iteration 44Q: 3 clusters Score -2.218875e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 157899 members 
Entering Unmasked Estep 
Score: -22188746.000000 Penalty: 5940.423340
	Iteration 45Q: 3 clusters Score -2.218875e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 157909 members 
Entering Unmasked Estep 
Score: -22188752.000000 Penalty: 5940.423340
	Iteration 46Q: 3 clusters Score -2.218875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 157918 members 
Entering Unmasked Estep 
Score: -22188742.000000 Penalty: 5940.423340
	Iteration 47Q: 3 clusters Score -2.218874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 157922 members 
Entering Unmasked Estep 
Score: -22188736.000000 Penalty: 5940.423340
	Iteration 48Q: 3 clusters Score -2.218874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 157925 members 
Entering Unmasked Estep 
Score: -22188742.000000 Penalty: 5940.423340
	Iteration 49Q: 3 clusters Score -2.218874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 157925 members 
Entering Unmasked Estep 
Score: -22188748.000000 Penalty: 5940.423340
	Iteration 50Q: 3 clusters Score -2.218875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 157926 members 
Entering Unmasked Estep 
Score: -22188742.000000 Penalty: 5940.423340
	Iteration 51Q: 3 clusters Score -2.218874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -22188742.000000 Penalty: 5940.423340
	Iteration 52Q: 3 clusters Score -2.218874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -22188742.000000 Penalty: 5940.423340
	Iteration 53F: 3 clusters Score -2.218874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Entering Unmasked Estep 
Score: -5298014.000000 Penalty: 2624.537842
	Iteration 0F: 2 clusters Score -5298014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -5271255.500000 Penalty: 5249.075684
	Iteration 0F: 3 clusters Score -5271256 nChanged 17952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -5281220.500000 Penalty: 5249.075684
	Iteration 1F: 3 clusters Score -5281220 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -5281746.000000 Penalty: 5249.075684
	Iteration 2Q: 3 clusters Score -5281746 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -5282346.000000 Penalty: 5249.075684
	Iteration 3Q: 3 clusters Score -5282346 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -5282975.000000 Penalty: 5249.075684
	Iteration 4Q: 3 clusters Score -5282975 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -5283843.000000 Penalty: 5249.075684
	Iteration 5Q: 3 clusters Score -5283843 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -5284957.500000 Penalty: 5249.075684
	Iteration 6F: 3 clusters Score -5284958 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -5286246.000000 Penalty: 5249.075684
	Iteration 7F: 3 clusters Score -5286246 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -5287577.500000 Penalty: 5249.075684
	Iteration 8F: 3 clusters Score -5287578 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -5288793.500000 Penalty: 5249.075684
	Iteration 9F: 3 clusters Score -5288794 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -5289808.000000 Penalty: 5249.075684
	Iteration 10F: 3 clusters Score -5289808 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -5290608.000000 Penalty: 5249.075684
	Iteration 11Q: 3 clusters Score -5290608 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -5291303.000000 Penalty: 5249.075684
	Iteration 12Q: 3 clusters Score -5291303 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -5291888.000000 Penalty: 5249.075684
	Iteration 13Q: 3 clusters Score -5291888 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -5292393.500000 Penalty: 5249.075684
	Iteration 14Q: 3 clusters Score -5292394 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -5292881.000000 Penalty: 5249.075684
	Iteration 15Q: 3 clusters Score -5292881 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -5293480.000000 Penalty: 5249.075684
	Iteration 16Q: 3 clusters Score -5293480 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -5294125.500000 Penalty: 5249.075684
	Iteration 17Q: 3 clusters Score -5294126 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -5295004.500000 Penalty: 5249.075684
	Iteration 18Q: 3 clusters Score -5295004 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -5295826.500000 Penalty: 5249.075684
	Iteration 19Q: 3 clusters Score -5295826 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -5296419.500000 Penalty: 5249.075684
	Iteration 20F: 3 clusters Score -5296420 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -5296638.000000 Penalty: 5249.075684
	Iteration 21Q: 3 clusters Score -5296638 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -5296727.500000 Penalty: 5249.075684
	Iteration 22Q: 3 clusters Score -5296728 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -5296791.000000 Penalty: 5249.075684
	Iteration 23Q: 3 clusters Score -5296791 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -5296850.500000 Penalty: 5249.075684
	Iteration 24Q: 3 clusters Score -5296850 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5296899.500000 Penalty: 5249.075684
	Iteration 25Q: 3 clusters Score -5296900 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -5296934.500000 Penalty: 5249.075684
	Iteration 26Q: 3 clusters Score -5296934 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -5296952.000000 Penalty: 5249.075684
	Iteration 27Q: 3 clusters Score -5296952 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5296966.500000 Penalty: 5249.075684
	Iteration 28Q: 3 clusters Score -5296966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -5296979.000000 Penalty: 5249.075684
	Iteration 29Q: 3 clusters Score -5296979 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -5296996.000000 Penalty: 5249.075684
	Iteration 30Q: 3 clusters Score -5296996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5297000.500000 Penalty: 5249.075684
	Iteration 31Q: 3 clusters Score -5297000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5297007.000000 Penalty: 5249.075684
	Iteration 32Q: 3 clusters Score -5297007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5297011.000000 Penalty: 5249.075684
	Iteration 33Q: 3 clusters Score -5297011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -5297005.500000 Penalty: 5249.075684
	Iteration 34Q: 3 clusters Score -5297006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5297002.000000 Penalty: 5249.075684
	Iteration 35Q: 3 clusters Score -5297002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -5297007.000000 Penalty: 5249.075684
	Iteration 36Q: 3 clusters Score -5297007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5297008.000000 Penalty: 5249.075684
	Iteration 37Q: 3 clusters Score -5297008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -5297019.000000 Penalty: 5249.075684
	Iteration 38Q: 3 clusters Score -5297019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5297023.500000 Penalty: 5249.075684
	Iteration 39Q: 3 clusters Score -5297024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5297023.500000 Penalty: 5249.075684
	Iteration 40F: 3 clusters Score -5297024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5297027.500000 Penalty: 5249.075684
	Iteration 41Q: 3 clusters Score -5297028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5297026.500000 Penalty: 5249.075684
	Iteration 42Q: 3 clusters Score -5297026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5297025.500000 Penalty: 5249.075684
	Iteration 43Q: 3 clusters Score -5297026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5297031.000000 Penalty: 5249.075684
	Iteration 44Q: 3 clusters Score -5297031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5297030.500000 Penalty: 5249.075684
	Iteration 45Q: 3 clusters Score -5297030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5297035.000000 Penalty: 5249.075684
	Iteration 46Q: 3 clusters Score -5297035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5297029.000000 Penalty: 5249.075684
	Iteration 47Q: 3 clusters Score -5297029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5297026.000000 Penalty: 5249.075684
	Iteration 48Q: 3 clusters Score -5297026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5297034.000000 Penalty: 5249.075684
	Iteration 49Q: 3 clusters Score -5297034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5297030.500000 Penalty: 5249.075684
	Iteration 50Q: 3 clusters Score -5297030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5297025.500000 Penalty: 5249.075684
	Iteration 51Q: 3 clusters Score -5297026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -5297026.000000 Penalty: 5249.075684
	Iteration 52Q: 3 clusters Score -5297026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -5297026.000000 Penalty: 5249.075684
	Iteration 53F: 3 clusters Score -5297026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Entering Unmasked Estep 
Score: -2778009.500000 Penalty: 2466.327637
	Iteration 0F: 2 clusters Score -2778010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2763289.000000 Penalty: 4932.655273
	Iteration 0F: 3 clusters Score -2763289 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2768366.500000 Penalty: 4932.655273
	Iteration 1F: 3 clusters Score -2768366 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2768869.000000 Penalty: 4932.655273
	Iteration 2F: 3 clusters Score -2768869 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2769368.000000 Penalty: 4932.655273
	Iteration 3F: 3 clusters Score -2769368 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2769875.750000 Penalty: 4932.655273
	Iteration 4Q: 3 clusters Score -2769876 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2770424.250000 Penalty: 4932.655273
	Iteration 5F: 3 clusters Score -2770424 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2770941.500000 Penalty: 4932.655273
	Iteration 6F: 3 clusters Score -2770942 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2771385.500000 Penalty: 4932.655273
	Iteration 7Q: 3 clusters Score -2771386 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2771786.500000 Penalty: 4932.655273
	Iteration 8Q: 3 clusters Score -2771786 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2772126.500000 Penalty: 4932.655273
	Iteration 9Q: 3 clusters Score -2772126 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2772429.750000 Penalty: 4932.655273
	Iteration 10Q: 3 clusters Score -2772430 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2772692.000000 Penalty: 4932.655273
	Iteration 11Q: 3 clusters Score -2772692 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2772850.500000 Penalty: 4932.655273
	Iteration 12Q: 3 clusters Score -2772850 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2773066.750000 Penalty: 4932.655273
	Iteration 13Q: 3 clusters Score -2773067 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2773286.250000 Penalty: 4932.655273
	Iteration 14Q: 3 clusters Score -2773286 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2773504.500000 Penalty: 4932.655273
	Iteration 15Q: 3 clusters Score -2773504 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2773766.250000 Penalty: 4932.655273
	Iteration 16Q: 3 clusters Score -2773766 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2774058.750000 Penalty: 4932.655273
	Iteration 17Q: 3 clusters Score -2774059 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2774329.750000 Penalty: 4932.655273
	Iteration 18Q: 3 clusters Score -2774330 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2774621.500000 Penalty: 4932.655273
	Iteration 19Q: 3 clusters Score -2774622 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2774898.000000 Penalty: 4932.655273
	Iteration 20F: 3 clusters Score -2774898 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2775166.750000 Penalty: 4932.655273
	Iteration 21Q: 3 clusters Score -2775167 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2775385.250000 Penalty: 4932.655273
	Iteration 22Q: 3 clusters Score -2775385 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2775579.000000 Penalty: 4932.655273
	Iteration 23Q: 3 clusters Score -2775579 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2775710.000000 Penalty: 4932.655273
	Iteration 24Q: 3 clusters Score -2775710 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2775809.250000 Penalty: 4932.655273
	Iteration 25Q: 3 clusters Score -2775809 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2775886.250000 Penalty: 4932.655273
	Iteration 26Q: 3 clusters Score -2775886 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2775946.250000 Penalty: 4932.655273
	Iteration 27Q: 3 clusters Score -2775946 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2775986.250000 Penalty: 4932.655273
	Iteration 28Q: 3 clusters Score -2775986 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2776016.750000 Penalty: 4932.655273
	Iteration 29Q: 3 clusters Score -2776017 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2776047.000000 Penalty: 4932.655273
	Iteration 30Q: 3 clusters Score -2776047 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2776066.500000 Penalty: 4932.655273
	Iteration 31Q: 3 clusters Score -2776066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2776081.000000 Penalty: 4932.655273
	Iteration 32Q: 3 clusters Score -2776081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2776087.500000 Penalty: 4932.655273
	Iteration 33Q: 3 clusters Score -2776088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2776097.000000 Penalty: 4932.655273
	Iteration 34Q: 3 clusters Score -2776097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2776103.000000 Penalty: 4932.655273
	Iteration 35Q: 3 clusters Score -2776103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2776117.250000 Penalty: 4932.655273
	Iteration 36Q: 3 clusters Score -2776117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2776124.250000 Penalty: 4932.655273
	Iteration 37Q: 3 clusters Score -2776124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -2776130.750000 Penalty: 4932.655273
	Iteration 38Q: 3 clusters Score -2776131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2776137.750000 Penalty: 4932.655273
	Iteration 39Q: 3 clusters Score -2776138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2776149.750000 Penalty: 4932.655273
	Iteration 40F: 3 clusters Score -2776150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2776154.000000 Penalty: 4932.655273
	Iteration 41Q: 3 clusters Score -2776154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2776157.750000 Penalty: 4932.655273
	Iteration 42Q: 3 clusters Score -2776158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -2776158.500000 Penalty: 4932.655273
	Iteration 43Q: 3 clusters Score -2776158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2776164.750000 Penalty: 4932.655273
	Iteration 44Q: 3 clusters Score -2776165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2776166.250000 Penalty: 4932.655273
	Iteration 45Q: 3 clusters Score -2776166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2776164.000000 Penalty: 4932.655273
	Iteration 46Q: 3 clusters Score -2776164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2776166.750000 Penalty: 4932.655273
	Iteration 47Q: 3 clusters Score -2776167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2776165.500000 Penalty: 4932.655273
	Iteration 48Q: 3 clusters Score -2776166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2776165.250000 Penalty: 4932.655273
	Iteration 49Q: 3 clusters Score -2776165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2776167.250000 Penalty: 4932.655273
	Iteration 50Q: 3 clusters Score -2776167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2776166.750000 Penalty: 4932.655273
	Iteration 51Q: 3 clusters Score -2776167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2776169.000000 Penalty: 4932.655273
	Iteration 52Q: 3 clusters Score -2776169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2776171.000000 Penalty: 4932.655273
	Iteration 53Q: 3 clusters Score -2776171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2776171.000000 Penalty: 4932.655273
	Iteration 54F: 3 clusters Score -2776171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -140255.000000 Penalty: 1734.495483
	Iteration 0F: 2 clusters Score -140255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -138285.953125 Penalty: 3468.990967
	Iteration 0F: 3 clusters Score -138286 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -138659.390625 Penalty: 3468.990967
	Iteration 1F: 3 clusters Score -138659.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -138814.578125 Penalty: 3468.990967
	Iteration 2F: 3 clusters Score -138814.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -139009.687500 Penalty: 3468.990967
	Iteration 3F: 3 clusters Score -139009.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -139208.390625 Penalty: 3468.990967
	Iteration 4Q: 3 clusters Score -139208.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -139467.328125 Penalty: 3468.990967
	Iteration 5Q: 3 clusters Score -139467.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -139708.015625 Penalty: 3468.990967
	Iteration 6F: 3 clusters Score -139708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -139895.468750 Penalty: 3468.990967
	Iteration 7Q: 3 clusters Score -139895.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -140027.500000 Penalty: 3468.990967
	Iteration 8Q: 3 clusters Score -140027.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -140104.625000 Penalty: 3468.990967
	Iteration 9Q: 3 clusters Score -140104.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -140157.890625 Penalty: 3468.990967
	Iteration 10Q: 3 clusters Score -140157.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -140202.031250 Penalty: 3468.990967
	Iteration 11Q: 3 clusters Score -140202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -140223.328125 Penalty: 3468.990967
	Iteration 12Q: 3 clusters Score -140223.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -140235.187500 Penalty: 3468.990967
	Iteration 13Q: 3 clusters Score -140235.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -140243.828125 Penalty: 3468.990967
	Iteration 14Q: 3 clusters Score -140243.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -140251.218750 Penalty: 3468.990967
	Iteration 15Q: 3 clusters Score -140251.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -140259.609375 Penalty: 3468.990967
	Iteration 16Q: 3 clusters Score -140259.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -140263.843750 Penalty: 3468.990967
	Iteration 17Q: 3 clusters Score -140263.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -140267.187500 Penalty: 3468.990967
	Iteration 18Q: 3 clusters Score -140267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -140269.609375 Penalty: 3468.990967
	Iteration 19Q: 3 clusters Score -140269.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -140274.921875 Penalty: 3468.990967
	Iteration 20F: 3 clusters Score -140274.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20296 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27281 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294925 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159000 members 
Mstep: Class 11 contains 39451 members 
Mstep: Class 12 contains 20845 members 
Mstep: Class 13 contains 626 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 18537 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52706 members 
Mstep: Class 18 contains 126281 members 
Mstep: Class 19 contains 464 members 
Mstep: Class 20 contains 205261 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
Score: -135786928.000000 Penalty: 78787.804688
Splitting cluster 13 changes total score from -135788784.000000 to -135786928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (10335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Entering Unmasked Estep 
Score: -1443818.125000 Penalty: 2292.336426
	Iteration 0F: 2 clusters Score -1443818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1435944.000000 Penalty: 4584.672852
	Iteration 0F: 3 clusters Score -1435944 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1438244.750000 Penalty: 4584.672852
	Iteration 1F: 3 clusters Score -1438245 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1438549.875000 Penalty: 4584.672852
	Iteration 2F: 3 clusters Score -1438550 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1438771.625000 Penalty: 4584.672852
	Iteration 3Q: 3 clusters Score -1438772 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1438973.500000 Penalty: 4584.672852
	Iteration 4Q: 3 clusters Score -1438974 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1439149.625000 Penalty: 4584.672852
	Iteration 5Q: 3 clusters Score -1439150 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1439342.625000 Penalty: 4584.672852
	Iteration 6Q: 3 clusters Score -1439343 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1439559.250000 Penalty: 4584.672852
	Iteration 7Q: 3 clusters Score -1439559 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1439757.375000 Penalty: 4584.672852
	Iteration 8Q: 3 clusters Score -1439757 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1439958.125000 Penalty: 4584.672852
	Iteration 9Q: 3 clusters Score -1439958 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1440147.375000 Penalty: 4584.672852
	Iteration 10Q: 3 clusters Score -1440147 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1440317.875000 Penalty: 4584.672852
	Iteration 11Q: 3 clusters Score -1440318 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1440477.500000 Penalty: 4584.672852
	Iteration 12Q: 3 clusters Score -1440478 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1440613.000000 Penalty: 4584.672852
	Iteration 13Q: 3 clusters Score -1440613 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1440734.625000 Penalty: 4584.672852
	Iteration 14Q: 3 clusters Score -1440735 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1440868.000000 Penalty: 4584.672852
	Iteration 15Q: 3 clusters Score -1440868 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1440978.250000 Penalty: 4584.672852
	Iteration 16Q: 3 clusters Score -1440978 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1441086.750000 Penalty: 4584.672852
	Iteration 17Q: 3 clusters Score -1441087 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1441172.125000 Penalty: 4584.672852
	Iteration 18Q: 3 clusters Score -1441172 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1441254.250000 Penalty: 4584.672852
	Iteration 19Q: 3 clusters Score -1441254 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1441331.000000 Penalty: 4584.672852
	Iteration 20F: 3 clusters Score -1441331 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1441390.000000 Penalty: 4584.672852
	Iteration 21Q: 3 clusters Score -1441390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1441437.000000 Penalty: 4584.672852
	Iteration 22Q: 3 clusters Score -1441437 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1441484.875000 Penalty: 4584.672852
	Iteration 23Q: 3 clusters Score -1441485 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1441535.125000 Penalty: 4584.672852
	Iteration 24Q: 3 clusters Score -1441535 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1441583.250000 Penalty: 4584.672852
	Iteration 25Q: 3 clusters Score -1441583 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1441634.625000 Penalty: 4584.672852
	Iteration 26Q: 3 clusters Score -1441635 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1441678.625000 Penalty: 4584.672852
	Iteration 27Q: 3 clusters Score -1441679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1441705.875000 Penalty: 4584.672852
	Iteration 28Q: 3 clusters Score -1441706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1441730.125000 Penalty: 4584.672852
	Iteration 29Q: 3 clusters Score -1441730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1441746.250000 Penalty: 4584.672852
	Iteration 30Q: 3 clusters Score -1441746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1441759.000000 Penalty: 4584.672852
	Iteration 31Q: 3 clusters Score -1441759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1441773.250000 Penalty: 4584.672852
	Iteration 32Q: 3 clusters Score -1441773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1441780.250000 Penalty: 4584.672852
	Iteration 33Q: 3 clusters Score -1441780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1441785.000000 Penalty: 4584.672852
	Iteration 34Q: 3 clusters Score -1441785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1441790.500000 Penalty: 4584.672852
	Iteration 35Q: 3 clusters Score -1441790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1441796.875000 Penalty: 4584.672852
	Iteration 36Q: 3 clusters Score -1441797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1441802.750000 Penalty: 4584.672852
	Iteration 37Q: 3 clusters Score -1441803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1441809.000000 Penalty: 4584.672852
	Iteration 38Q: 3 clusters Score -1441809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1441814.625000 Penalty: 4584.672852
	Iteration 39Q: 3 clusters Score -1441815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1441819.500000 Penalty: 4584.672852
	Iteration 40F: 3 clusters Score -1441820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1441822.125000 Penalty: 4584.672852
	Iteration 41Q: 3 clusters Score -1441822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1441825.750000 Penalty: 4584.672852
	Iteration 42Q: 3 clusters Score -1441826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1441827.250000 Penalty: 4584.672852
	Iteration 43Q: 3 clusters Score -1441827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1441827.500000 Penalty: 4584.672852
	Iteration 44Q: 3 clusters Score -1441828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1441827.625000 Penalty: 4584.672852
	Iteration 45Q: 3 clusters Score -1441828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1441828.375000 Penalty: 4584.672852
	Iteration 46Q: 3 clusters Score -1441828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1441830.250000 Penalty: 4584.672852
	Iteration 47Q: 3 clusters Score -1441830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1441834.625000 Penalty: 4584.672852
	Iteration 48Q: 3 clusters Score -1441835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1441838.375000 Penalty: 4584.672852
	Iteration 49Q: 3 clusters Score -1441838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1441840.125000 Penalty: 4584.672852
	Iteration 50Q: 3 clusters Score -1441840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1441841.250000 Penalty: 4584.672852
	Iteration 51Q: 3 clusters Score -1441841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1441842.625000 Penalty: 4584.672852
	Iteration 52Q: 3 clusters Score -1441843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1441843.375000 Penalty: 4584.672852
	Iteration 53Q: 3 clusters Score -1441843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1441847.250000 Penalty: 4584.672852
	Iteration 54Q: 3 clusters Score -1441847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1441848.375000 Penalty: 4584.672852
	Iteration 55Q: 3 clusters Score -1441848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1441850.750000 Penalty: 4584.672852
	Iteration 56Q: 3 clusters Score -1441851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1441853.750000 Penalty: 4584.672852
	Iteration 57Q: 3 clusters Score -1441854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1441854.625000 Penalty: 4584.672852
	Iteration 58Q: 3 clusters Score -1441855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1441858.375000 Penalty: 4584.672852
	Iteration 59Q: 3 clusters Score -1441858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1441861.000000 Penalty: 4584.672852
	Iteration 60F: 3 clusters Score -1441861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1441862.125000 Penalty: 4584.672852
	Iteration 61Q: 3 clusters Score -1441862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1441870.625000 Penalty: 4584.672852
	Iteration 62Q: 3 clusters Score -1441871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1441872.375000 Penalty: 4584.672852
	Iteration 63Q: 3 clusters Score -1441872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1441874.500000 Penalty: 4584.672852
	Iteration 64Q: 3 clusters Score -1441874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1441873.500000 Penalty: 4584.672852
	Iteration 65Q: 3 clusters Score -1441874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1441874.250000 Penalty: 4584.672852
	Iteration 66Q: 3 clusters Score -1441874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1441877.000000 Penalty: 4584.672852
	Iteration 67Q: 3 clusters Score -1441877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1441879.250000 Penalty: 4584.672852
	Iteration 68Q: 3 clusters Score -1441879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1441880.750000 Penalty: 4584.672852
	Iteration 69Q: 3 clusters Score -1441881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1441881.625000 Penalty: 4584.672852
	Iteration 70Q: 3 clusters Score -1441882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1441883.250000 Penalty: 4584.672852
	Iteration 71Q: 3 clusters Score -1441883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1441883.250000 Penalty: 4584.672852
	Iteration 72F: 3 clusters Score -1441883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Entering Unmasked Estep 
Score: -2609148.000000 Penalty: 2437.226074
	Iteration 0F: 2 clusters Score -2609148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2596083.000000 Penalty: 4874.452148
	Iteration 0F: 3 clusters Score -2596083 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2600646.000000 Penalty: 4874.452148
	Iteration 1F: 3 clusters Score -2600646 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2601073.500000 Penalty: 4874.452148
	Iteration 2F: 3 clusters Score -2601074 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2601438.500000 Penalty: 4874.452148
	Iteration 3Q: 3 clusters Score -2601438 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2601827.250000 Penalty: 4874.452148
	Iteration 4Q: 3 clusters Score -2601827 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2602192.250000 Penalty: 4874.452148
	Iteration 5Q: 3 clusters Score -2602192 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2602600.500000 Penalty: 4874.452148
	Iteration 6Q: 3 clusters Score -2602600 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2603092.250000 Penalty: 4874.452148
	Iteration 7Q: 3 clusters Score -2603092 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2603628.250000 Penalty: 4874.452148
	Iteration 8Q: 3 clusters Score -2603628 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2604187.500000 Penalty: 4874.452148
	Iteration 9Q: 3 clusters Score -2604188 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2604634.750000 Penalty: 4874.452148
	Iteration 10Q: 3 clusters Score -2604635 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2604914.000000 Penalty: 4874.452148
	Iteration 11Q: 3 clusters Score -2604914 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2605076.750000 Penalty: 4874.452148
	Iteration 12Q: 3 clusters Score -2605077 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2605188.000000 Penalty: 4874.452148
	Iteration 13Q: 3 clusters Score -2605188 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2605268.250000 Penalty: 4874.452148
	Iteration 14Q: 3 clusters Score -2605268 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2605352.250000 Penalty: 4874.452148
	Iteration 15Q: 3 clusters Score -2605352 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2605433.250000 Penalty: 4874.452148
	Iteration 16Q: 3 clusters Score -2605433 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2605520.500000 Penalty: 4874.452148
	Iteration 17Q: 3 clusters Score -2605520 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2605589.750000 Penalty: 4874.452148
	Iteration 18Q: 3 clusters Score -2605590 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2605668.500000 Penalty: 4874.452148
	Iteration 19Q: 3 clusters Score -2605668 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2605752.500000 Penalty: 4874.452148
	Iteration 20F: 3 clusters Score -2605752 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2605849.000000 Penalty: 4874.452148
	Iteration 21Q: 3 clusters Score -2605849 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2605945.000000 Penalty: 4874.452148
	Iteration 22Q: 3 clusters Score -2605945 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2606044.500000 Penalty: 4874.452148
	Iteration 23Q: 3 clusters Score -2606044 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2606149.500000 Penalty: 4874.452148
	Iteration 24Q: 3 clusters Score -2606150 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2606233.250000 Penalty: 4874.452148
	Iteration 25Q: 3 clusters Score -2606233 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2606314.500000 Penalty: 4874.452148
	Iteration 26Q: 3 clusters Score -2606314 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2606397.000000 Penalty: 4874.452148
	Iteration 27Q: 3 clusters Score -2606397 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2606473.500000 Penalty: 4874.452148
	Iteration 28Q: 3 clusters Score -2606474 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2606534.000000 Penalty: 4874.452148
	Iteration 29Q: 3 clusters Score -2606534 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2606585.250000 Penalty: 4874.452148
	Iteration 30Q: 3 clusters Score -2606585 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2606637.750000 Penalty: 4874.452148
	Iteration 31Q: 3 clusters Score -2606638 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2606697.250000 Penalty: 4874.452148
	Iteration 32Q: 3 clusters Score -2606697 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2606763.750000 Penalty: 4874.452148
	Iteration 33Q: 3 clusters Score -2606764 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2606815.000000 Penalty: 4874.452148
	Iteration 34Q: 3 clusters Score -2606815 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2606860.750000 Penalty: 4874.452148
	Iteration 35Q: 3 clusters Score -2606861 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2606893.500000 Penalty: 4874.452148
	Iteration 36Q: 3 clusters Score -2606894 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2606925.750000 Penalty: 4874.452148
	Iteration 37Q: 3 clusters Score -2606926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2606942.250000 Penalty: 4874.452148
	Iteration 38Q: 3 clusters Score -2606942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2606951.750000 Penalty: 4874.452148
	Iteration 39Q: 3 clusters Score -2606952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2606955.500000 Penalty: 4874.452148
	Iteration 40F: 3 clusters Score -2606956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2606963.750000 Penalty: 4874.452148
	Iteration 41Q: 3 clusters Score -2606964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2606973.250000 Penalty: 4874.452148
	Iteration 42Q: 3 clusters Score -2606973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2606979.750000 Penalty: 4874.452148
	Iteration 43Q: 3 clusters Score -2606980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2606989.250000 Penalty: 4874.452148
	Iteration 44Q: 3 clusters Score -2606989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2607013.250000 Penalty: 4874.452148
	Iteration 45Q: 3 clusters Score -2607013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2607023.000000 Penalty: 4874.452148
	Iteration 46Q: 3 clusters Score -2607023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2607032.250000 Penalty: 4874.452148
	Iteration 47Q: 3 clusters Score -2607032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2607041.000000 Penalty: 4874.452148
	Iteration 48Q: 3 clusters Score -2607041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2607049.000000 Penalty: 4874.452148
	Iteration 49Q: 3 clusters Score -2607049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2607051.750000 Penalty: 4874.452148
	Iteration 50Q: 3 clusters Score -2607052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2607057.000000 Penalty: 4874.452148
	Iteration 51Q: 3 clusters Score -2607057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2607066.250000 Penalty: 4874.452148
	Iteration 52Q: 3 clusters Score -2607066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2607079.250000 Penalty: 4874.452148
	Iteration 53Q: 3 clusters Score -2607079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2607089.250000 Penalty: 4874.452148
	Iteration 54Q: 3 clusters Score -2607089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2607089.500000 Penalty: 4874.452148
	Iteration 55Q: 3 clusters Score -2607090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2607093.500000 Penalty: 4874.452148
	Iteration 56Q: 3 clusters Score -2607094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2607098.000000 Penalty: 4874.452148
	Iteration 57Q: 3 clusters Score -2607098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2607101.250000 Penalty: 4874.452148
	Iteration 58Q: 3 clusters Score -2607101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2607103.000000 Penalty: 4874.452148
	Iteration 59Q: 3 clusters Score -2607103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2607109.000000 Penalty: 4874.452148
	Iteration 60F: 3 clusters Score -2607109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2607113.500000 Penalty: 4874.452148
	Iteration 61Q: 3 clusters Score -2607114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2607120.250000 Penalty: 4874.452148
	Iteration 62Q: 3 clusters Score -2607120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2607119.000000 Penalty: 4874.452148
	Iteration 63Q: 3 clusters Score -2607119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2607122.000000 Penalty: 4874.452148
	Iteration 64Q: 3 clusters Score -2607122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2607119.250000 Penalty: 4874.452148
	Iteration 65Q: 3 clusters Score -2607119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2607122.750000 Penalty: 4874.452148
	Iteration 66Q: 3 clusters Score -2607123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2607121.250000 Penalty: 4874.452148
	Iteration 67Q: 3 clusters Score -2607121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2607125.250000 Penalty: 4874.452148
	Iteration 68Q: 3 clusters Score -2607125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2607125.000000 Penalty: 4874.452148
	Iteration 69Q: 3 clusters Score -2607125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2607129.250000 Penalty: 4874.452148
	Iteration 70Q: 3 clusters Score -2607129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2607129.250000 Penalty: 4874.452148
	Iteration 71F: 3 clusters Score -2607129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -27621.113281 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -27621.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26548.316406 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -26548.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26725.298828 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -26725.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26783.476562 Penalty: 2726.595459
	Iteration 2Q: 3 clusters Score -26783.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26829.185547 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -26829.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26844.904297 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -26844.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26857.472656 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -26857.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26857.472656 Penalty: 2726.595459
	Iteration 6F: 3 clusters Score -26857.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Entering Unmasked Estep 
Score: -7117365.000000 Penalty: 2696.375977
	Iteration 0F: 2 clusters Score -7117365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -7081802.500000 Penalty: 5392.751953
	Iteration 0F: 3 clusters Score -7081802 nChanged 24497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -7095826.500000 Penalty: 5392.751953
	Iteration 1F: 3 clusters Score -7095826 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -7096770.000000 Penalty: 5392.751953
	Iteration 2Q: 3 clusters Score -7096770 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -7097915.000000 Penalty: 5392.751953
	Iteration 3F: 3 clusters Score -7097915 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -7099911.500000 Penalty: 5392.751953
	Iteration 4F: 3 clusters Score -7099912 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -7102615.500000 Penalty: 5392.751953
	Iteration 5F: 3 clusters Score -7102616 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -7106134.000000 Penalty: 5392.751953
	Iteration 6F: 3 clusters Score -7106134 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -7109614.500000 Penalty: 5392.751953
	Iteration 7F: 3 clusters Score -7109614 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -7112324.000000 Penalty: 5392.751953
	Iteration 8F: 3 clusters Score -7112324 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -7114381.000000 Penalty: 5392.751953
	Iteration 9Q: 3 clusters Score -7114381 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -7115659.000000 Penalty: 5392.751953
	Iteration 10Q: 3 clusters Score -7115659 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -7116361.500000 Penalty: 5392.751953
	Iteration 11Q: 3 clusters Score -7116362 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -7116658.500000 Penalty: 5392.751953
	Iteration 12Q: 3 clusters Score -7116658 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -7116848.500000 Penalty: 5392.751953
	Iteration 13Q: 3 clusters Score -7116848 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 48645 members 
Entering Unmasked Estep 
Score: -7116959.500000 Penalty: 5392.751953
	Iteration 14Q: 3 clusters Score -7116960 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 48577 members 
Entering Unmasked Estep 
Score: -7117031.500000 Penalty: 5392.751953
	Iteration 15Q: 3 clusters Score -7117032 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -7117055.000000 Penalty: 5392.751953
	Iteration 16Q: 3 clusters Score -7117055 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -7117082.500000 Penalty: 5392.751953
	Iteration 17Q: 3 clusters Score -7117082 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -7117064.500000 Penalty: 5392.751953
	Iteration 18Q: 3 clusters Score -7117064 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -7117077.500000 Penalty: 5392.751953
	Iteration 19Q: 3 clusters Score -7117078 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -7117078.500000 Penalty: 5392.751953
	Iteration 20F: 3 clusters Score -7117078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -7117099.000000 Penalty: 5392.751953
	Iteration 21Q: 3 clusters Score -7117099 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -7117120.000000 Penalty: 5392.751953
	Iteration 22Q: 3 clusters Score -7117120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -7117110.500000 Penalty: 5392.751953
	Iteration 23Q: 3 clusters Score -7117110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -7117121.500000 Penalty: 5392.751953
	Iteration 24Q: 3 clusters Score -7117122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -7117118.000000 Penalty: 5392.751953
	Iteration 25Q: 3 clusters Score -7117118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -7117121.500000 Penalty: 5392.751953
	Iteration 26Q: 3 clusters Score -7117122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -7117114.000000 Penalty: 5392.751953
	Iteration 27Q: 3 clusters Score -7117114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -7117123.500000 Penalty: 5392.751953
	Iteration 28Q: 3 clusters Score -7117124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -7117130.000000 Penalty: 5392.751953
	Iteration 29Q: 3 clusters Score -7117130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -7117123.000000 Penalty: 5392.751953
	Iteration 30Q: 3 clusters Score -7117123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -7117128.000000 Penalty: 5392.751953
	Iteration 31Q: 3 clusters Score -7117128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -7117132.000000 Penalty: 5392.751953
	Iteration 32Q: 3 clusters Score -7117132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -7117136.000000 Penalty: 5392.751953
	Iteration 33Q: 3 clusters Score -7117136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -7117140.500000 Penalty: 5392.751953
	Iteration 34Q: 3 clusters Score -7117140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -7117138.500000 Penalty: 5392.751953
	Iteration 35Q: 3 clusters Score -7117138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -7117138.500000 Penalty: 5392.751953
	Iteration 36F: 3 clusters Score -7117138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (126281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126281 members 
Entering Unmasked Estep 
Score: -17657078.000000 Penalty: 2913.073486
	Iteration 0F: 2 clusters Score -1.765708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 63531 members 
Entering Unmasked Estep 
Score: -17573452.000000 Penalty: 5826.146973
	Iteration 0F: 3 clusters Score -1.757345e+07 nChanged 59953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57361 members 
Mstep: Class 2 contains 68920 members 
Entering Unmasked Estep 
Score: -17608302.000000 Penalty: 5826.146973
	Iteration 1F: 3 clusters Score -1.76083e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54205 members 
Mstep: Class 2 contains 72076 members 
Entering Unmasked Estep 
Score: -17609808.000000 Penalty: 5826.146973
	Iteration 2Q: 3 clusters Score -1.760981e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 76728 members 
Entering Unmasked Estep 
Score: -17612218.000000 Penalty: 5826.146973
	Iteration 3Q: 3 clusters Score -1.761222e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 83557 members 
Entering Unmasked Estep 
Score: -17616566.000000 Penalty: 5826.146973
	Iteration 4F: 3 clusters Score -1.761657e+07 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 92812 members 
Entering Unmasked Estep 
Score: -17623766.000000 Penalty: 5826.146973
	Iteration 5F: 3 clusters Score -1.762377e+07 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 103542 members 
Entering Unmasked Estep 
Score: -17633468.000000 Penalty: 5826.146973
	Iteration 6F: 3 clusters Score -1.763347e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 113565 members 
Entering Unmasked Estep 
Score: -17643376.000000 Penalty: 5826.146973
	Iteration 7F: 3 clusters Score -1.764338e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 120450 members 
Entering Unmasked Estep 
Score: -17649796.000000 Penalty: 5826.146973
	Iteration 8F: 3 clusters Score -1.76498e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 123907 members 
Entering Unmasked Estep 
Score: -17652792.000000 Penalty: 5826.146973
	Iteration 9Q: 3 clusters Score -1.765279e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 125221 members 
Entering Unmasked Estep 
Score: -17653848.000000 Penalty: 5826.146973
	Iteration 10Q: 3 clusters Score -1.765385e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 125638 members 
Entering Unmasked Estep 
Score: -17654244.000000 Penalty: 5826.146973
	Iteration 11Q: 3 clusters Score -1.765424e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 125771 members 
Entering Unmasked Estep 
Score: -17654406.000000 Penalty: 5826.146973
	Iteration 12Q: 3 clusters Score -1.765441e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 125830 members 
Entering Unmasked Estep 
Score: -17654482.000000 Penalty: 5826.146973
	Iteration 13Q: 3 clusters Score -1.765448e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 125863 members 
Entering Unmasked Estep 
Score: -17654548.000000 Penalty: 5826.146973
	Iteration 14Q: 3 clusters Score -1.765455e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 125878 members 
Entering Unmasked Estep 
Score: -17654552.000000 Penalty: 5826.146973
	Iteration 15Q: 3 clusters Score -1.765455e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 125886 members 
Entering Unmasked Estep 
Score: -17654606.000000 Penalty: 5826.146973
	Iteration 16Q: 3 clusters Score -1.765461e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 125895 members 
Entering Unmasked Estep 
Score: -17654600.000000 Penalty: 5826.146973
	Iteration 17Q: 3 clusters Score -1.76546e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 125902 members 
Entering Unmasked Estep 
Score: -17654610.000000 Penalty: 5826.146973
	Iteration 18Q: 3 clusters Score -1.765461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 125900 members 
Entering Unmasked Estep 
Score: -17654612.000000 Penalty: 5826.146973
	Iteration 19Q: 3 clusters Score -1.765461e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 125909 members 
Entering Unmasked Estep 
Score: -17654640.000000 Penalty: 5826.146973
	Iteration 20F: 3 clusters Score -1.765464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 125911 members 
Entering Unmasked Estep 
Score: -17654632.000000 Penalty: 5826.146973
	Iteration 21Q: 3 clusters Score -1.765463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 125912 members 
Entering Unmasked Estep 
Score: -17654648.000000 Penalty: 5826.146973
	Iteration 22Q: 3 clusters Score -1.765465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 125915 members 
Entering Unmasked Estep 
Score: -17654664.000000 Penalty: 5826.146973
	Iteration 23Q: 3 clusters Score -1.765466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 125920 members 
Entering Unmasked Estep 
Score: -17654662.000000 Penalty: 5826.146973
	Iteration 24Q: 3 clusters Score -1.765466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 125921 members 
Entering Unmasked Estep 
Score: -17654652.000000 Penalty: 5826.146973
	Iteration 25Q: 3 clusters Score -1.765465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 125920 members 
Entering Unmasked Estep 
Score: -17654654.000000 Penalty: 5826.146973
	Iteration 26Q: 3 clusters Score -1.765465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 125920 members 
Entering Unmasked Estep 
Score: -17654654.000000 Penalty: 5826.146973
	Iteration 27F: 3 clusters Score -1.765465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (205261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205261 members 
Entering Unmasked Estep 
Score: -28670050.000000 Penalty: 3033.545410
	Iteration 0F: 2 clusters Score -2.867005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102493 members 
Mstep: Class 2 contains 102768 members 
Entering Unmasked Estep 
Score: -28546138.000000 Penalty: 6067.090820
	Iteration 0F: 3 clusters Score -2.854614e+07 nChanged 99012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99281 members 
Mstep: Class 2 contains 105980 members 
Entering Unmasked Estep 
Score: -28604152.000000 Penalty: 6067.090820
	Iteration 1F: 3 clusters Score -2.860415e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96898 members 
Mstep: Class 2 contains 108363 members 
Entering Unmasked Estep 
Score: -28605366.000000 Penalty: 6067.090820
	Iteration 2Q: 3 clusters Score -2.860537e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 111985 members 
Entering Unmasked Estep 
Score: -28607496.000000 Penalty: 6067.090820
	Iteration 3Q: 3 clusters Score -2.86075e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87749 members 
Mstep: Class 2 contains 117512 members 
Entering Unmasked Estep 
Score: -28610586.000000 Penalty: 6067.090820
	Iteration 4Q: 3 clusters Score -2.861059e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 125278 members 
Entering Unmasked Estep 
Score: -28614850.000000 Penalty: 6067.090820
	Iteration 5F: 3 clusters Score -2.861485e+07 nChanged 11903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70198 members 
Mstep: Class 2 contains 135063 members 
Entering Unmasked Estep 
Score: -28620258.000000 Penalty: 6067.090820
	Iteration 6F: 3 clusters Score -2.862026e+07 nChanged 13035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 146600 members 
Entering Unmasked Estep 
Score: -28627028.000000 Penalty: 6067.090820
	Iteration 7F: 3 clusters Score -2.862703e+07 nChanged 13372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 159044 members 
Entering Unmasked Estep 
Score: -28634912.000000 Penalty: 6067.090820
	Iteration 8F: 3 clusters Score -2.863491e+07 nChanged 13137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 171885 members 
Entering Unmasked Estep 
Score: -28643152.000000 Penalty: 6067.090820
	Iteration 9F: 3 clusters Score -2.864315e+07 nChanged 11979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 183796 members 
Entering Unmasked Estep 
Score: -28651696.000000 Penalty: 6067.090820
	Iteration 10F: 3 clusters Score -2.86517e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 193351 members 
Entering Unmasked Estep 
Score: -28659070.000000 Penalty: 6067.090820
	Iteration 11Q: 3 clusters Score -2.865907e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 199542 members 
Entering Unmasked Estep 
Score: -28663470.000000 Penalty: 6067.090820
	Iteration 12Q: 3 clusters Score -2.866347e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 202660 members 
Entering Unmasked Estep 
Score: -28665804.000000 Penalty: 6067.090820
	Iteration 13Q: 3 clusters Score -2.86658e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 204029 members 
Entering Unmasked Estep 
Score: -28666678.000000 Penalty: 6067.090820
	Iteration 14Q: 3 clusters Score -2.866668e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 204556 members 
Entering Unmasked Estep 
Score: -28667076.000000 Penalty: 6067.090820
	Iteration 15Q: 3 clusters Score -2.866708e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 204749 members 
Entering Unmasked Estep 
Score: -28667304.000000 Penalty: 6067.090820
	Iteration 16Q: 3 clusters Score -2.86673e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 204828 members 
Entering Unmasked Estep 
Score: -28667362.000000 Penalty: 6067.090820
	Iteration 17Q: 3 clusters Score -2.866736e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 204862 members 
Entering Unmasked Estep 
Score: -28667394.000000 Penalty: 6067.090820
	Iteration 18Q: 3 clusters Score -2.866739e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 204878 members 
Entering Unmasked Estep 
Score: -28667418.000000 Penalty: 6067.090820
	Iteration 19Q: 3 clusters Score -2.866742e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 204888 members 
Entering Unmasked Estep 
Score: -28667434.000000 Penalty: 6067.090820
	Iteration 20F: 3 clusters Score -2.866743e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 204903 members 
Entering Unmasked Estep 
Score: -28667460.000000 Penalty: 6067.090820
	Iteration 21Q: 3 clusters Score -2.866746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 204907 members 
Entering Unmasked Estep 
Score: -28667448.000000 Penalty: 6067.090820
	Iteration 22Q: 3 clusters Score -2.866745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 204912 members 
Entering Unmasked Estep 
Score: -28667454.000000 Penalty: 6067.090820
	Iteration 23Q: 3 clusters Score -2.866745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 204914 members 
Entering Unmasked Estep 
Score: -28667442.000000 Penalty: 6067.090820
	Iteration 24Q: 3 clusters Score -2.866744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 204915 members 
Entering Unmasked Estep 
Score: -28667446.000000 Penalty: 6067.090820
	Iteration 25Q: 3 clusters Score -2.866745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 204916 members 
Entering Unmasked Estep 
Score: -28667454.000000 Penalty: 6067.090820
	Iteration 26Q: 3 clusters Score -2.866745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 204916 members 
Entering Unmasked Estep 
Score: -28667454.000000 Penalty: 6067.090820
	Iteration 27F: 3 clusters Score -2.866745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -70212.039062 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -70212.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68754.726562 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -68754.73 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69084.187500 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -69084.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69152.531250 Penalty: 3143.065674
	Iteration 2Q: 3 clusters Score -69152.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69183.375000 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -69183.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69201.429688 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -69201.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69211.960938 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -69211.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69251.218750 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -69251.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69271.695312 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -69271.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -69286.359375 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -69286.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69299.867188 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -69299.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -69303.382812 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -69303.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69305.789062 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -69305.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69305.789062 Penalty: 3143.065674
	Iteration 12F: 3 clusters Score -69305.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -61589.269531 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -61589.27 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 238 members 
Entering Unmasked Estep 
Score: -60049.656250 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -60049.66 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -60251.187500 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -60251.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60331.476562 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -60331.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60367.757812 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -60367.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60394.394531 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -60394.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60426.351562 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -60426.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60491.925781 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -60491.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60524.636719 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -60524.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60541.433594 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -60541.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60550.925781 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -60550.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60569.203125 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -60569.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60588.402344 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -60588.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60620.492188 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -60620.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60663.390625 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -60663.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60708.015625 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -60708.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60745.300781 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -60745.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60808.164062 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -60808.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60831.781250 Penalty: 3083.436523
	Iteration 17Q: 3 clusters Score -60831.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60844.574219 Penalty: 3083.436523
	Iteration 18Q: 3 clusters Score -60844.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60844.574219 Penalty: 3083.436523
	Iteration 19F: 3 clusters Score -60844.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -149943.375000 Penalty: 1750.358765
	Iteration 0F: 2 clusters Score -149943.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -147908.265625 Penalty: 3500.717529
	Iteration 0F: 3 clusters Score -147908.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -148365.562500 Penalty: 3500.717529
	Iteration 1F: 3 clusters Score -148365.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -148608.781250 Penalty: 3500.717529
	Iteration 2F: 3 clusters Score -148608.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -148926.671875 Penalty: 3500.717529
	Iteration 3F: 3 clusters Score -148926.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -149195.484375 Penalty: 3500.717529
	Iteration 4F: 3 clusters Score -149195.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -149509.390625 Penalty: 3500.717529
	Iteration 5F: 3 clusters Score -149509.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -149666.406250 Penalty: 3500.717529
	Iteration 6F: 3 clusters Score -149666.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -149782.953125 Penalty: 3500.717529
	Iteration 7Q: 3 clusters Score -149783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -149844.140625 Penalty: 3500.717529
	Iteration 8Q: 3 clusters Score -149844.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -149900.203125 Penalty: 3500.717529
	Iteration 9Q: 3 clusters Score -149900.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -149935.296875 Penalty: 3500.717529
	Iteration 10Q: 3 clusters Score -149935.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -149954.562500 Penalty: 3500.717529
	Iteration 11Q: 3 clusters Score -149954.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -149978.421875 Penalty: 3500.717529
	Iteration 12Q: 3 clusters Score -149978.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -149992.703125 Penalty: 3500.717529
	Iteration 13Q: 3 clusters Score -149992.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -149998.890625 Penalty: 3500.717529
	Iteration 14Q: 3 clusters Score -149998.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -149998.890625 Penalty: 3500.717529
	Iteration 15F: 3 clusters Score -149998.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20296 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27281 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294925 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159000 members 
Mstep: Class 11 contains 39451 members 
Mstep: Class 12 contains 20845 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 18537 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52706 members 
Mstep: Class 18 contains 126281 members 
Mstep: Class 19 contains 1002 members 
Mstep: Class 20 contains 205261 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 160 members 
Entering Unmasked Estep 
Score: -135787072.000000 Penalty: 78787.804688
Splitting cluster 23 changes total score from -135788784.000000 to -135787072.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20296 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27281 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294925 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159000 members 
Mstep: Class 11 contains 39451 members 
Mstep: Class 12 contains 20845 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 18537 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52706 members 
Mstep: Class 18 contains 126281 members 
Mstep: Class 20 contains 205261 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788688.000000 Penalty: 75362.250000
Iteration 239Q: 23 clusters Score -1.357887e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20291 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27282 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294922 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159001 members 
Mstep: Class 11 contains 39451 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10332 members 
Mstep: Class 15 contains 18515 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52708 members 
Mstep: Class 18 contains 126310 members 
Mstep: Class 20 contains 205257 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788624.000000 Penalty: 75362.250000
Iteration 240F: 23 clusters Score -1.357886e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20291 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27281 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294918 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 158996 members 
Mstep: Class 11 contains 39450 members 
Mstep: Class 12 contains 20856 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10332 members 
Mstep: Class 15 contains 18504 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52708 members 
Mstep: Class 18 contains 126330 members 
Mstep: Class 20 contains 205252 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788672.000000 Penalty: 75362.250000
Iteration 241Q: 23 clusters Score -1.357887e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20291 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27279 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294932 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159001 members 
Mstep: Class 11 contains 39451 members 
Mstep: Class 12 contains 20858 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10332 members 
Mstep: Class 15 contains 18483 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52708 members 
Mstep: Class 18 contains 126336 members 
Mstep: Class 20 contains 205247 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788736.000000 Penalty: 75362.250000
Iteration 242Q: 23 clusters Score -1.357887e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20290 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27277 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294935 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 158999 members 
Mstep: Class 11 contains 39449 members 
Mstep: Class 12 contains 20865 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10333 members 
Mstep: Class 15 contains 18460 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52710 members 
Mstep: Class 18 contains 126354 members 
Mstep: Class 20 contains 205246 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788688.000000 Penalty: 75362.250000
Iteration 243Q: 23 clusters Score -1.357887e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20289 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27276 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294935 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159000 members 
Mstep: Class 11 contains 39448 members 
Mstep: Class 12 contains 20873 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10332 members 
Mstep: Class 15 contains 18449 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52709 members 
Mstep: Class 18 contains 126360 members 
Mstep: Class 20 contains 205247 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788720.000000 Penalty: 75362.250000
Iteration 244Q: 23 clusters Score -1.357887e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20291 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27277 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294946 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 158999 members 
Mstep: Class 11 contains 39447 members 
Mstep: Class 12 contains 20878 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10332 members 
Mstep: Class 15 contains 18420 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52713 members 
Mstep: Class 18 contains 126365 members 
Mstep: Class 20 contains 205250 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788768.000000 Penalty: 75362.250000
Iteration 245Q: 23 clusters Score -1.357888e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20291 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27278 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294943 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159002 members 
Mstep: Class 11 contains 39447 members 
Mstep: Class 12 contains 20881 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10330 members 
Mstep: Class 15 contains 18393 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52714 members 
Mstep: Class 18 contains 126395 members 
Mstep: Class 20 contains 205244 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788720.000000 Penalty: 75362.250000
Iteration 246Q: 23 clusters Score -1.357887e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20290 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27280 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294942 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159008 members 
Mstep: Class 11 contains 39448 members 
Mstep: Class 12 contains 20885 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10327 members 
Mstep: Class 15 contains 18361 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52712 members 
Mstep: Class 18 contains 126425 members 
Mstep: Class 20 contains 205240 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788704.000000 Penalty: 75362.250000
Iteration 247Q: 23 clusters Score -1.357887e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20291 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27278 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294953 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159007 members 
Mstep: Class 11 contains 39448 members 
Mstep: Class 12 contains 20887 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10328 members 
Mstep: Class 15 contains 18329 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52717 members 
Mstep: Class 18 contains 126452 members 
Mstep: Class 20 contains 205228 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788784.000000 Penalty: 75362.250000
Iteration 248Q: 23 clusters Score -1.357888e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20292 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27275 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294953 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159003 members 
Mstep: Class 11 contains 39448 members 
Mstep: Class 12 contains 20889 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10328 members 
Mstep: Class 15 contains 18301 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52721 members 
Mstep: Class 18 contains 126488 members 
Mstep: Class 20 contains 205220 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788880.000000 Penalty: 75362.250000
Iteration 249Q: 23 clusters Score -1.357889e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20293 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27281 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294950 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159004 members 
Mstep: Class 11 contains 39448 members 
Mstep: Class 12 contains 20890 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 18269 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52721 members 
Mstep: Class 18 contains 126523 members 
Mstep: Class 20 contains 205213 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788816.000000 Penalty: 75362.250000
Iteration 250Q: 23 clusters Score -1.357888e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20292 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27285 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294953 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159019 members 
Mstep: Class 11 contains 39448 members 
Mstep: Class 12 contains 20890 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10324 members 
Mstep: Class 15 contains 18240 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52722 members 
Mstep: Class 18 contains 126542 members 
Mstep: Class 20 contains 205203 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788896.000000 Penalty: 75362.250000
Iteration 251Q: 23 clusters Score -1.357889e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20288 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27284 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294961 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159037 members 
Mstep: Class 11 contains 39448 members 
Mstep: Class 12 contains 20892 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10324 members 
Mstep: Class 15 contains 18201 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52722 members 
Mstep: Class 18 contains 126559 members 
Mstep: Class 20 contains 205202 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788752.000000 Penalty: 75362.250000
Iteration 252Q: 23 clusters Score -1.357888e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20287 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27285 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294967 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159046 members 
Mstep: Class 11 contains 39448 members 
Mstep: Class 12 contains 20893 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10322 members 
Mstep: Class 15 contains 18161 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52722 members 
Mstep: Class 18 contains 126592 members 
Mstep: Class 20 contains 205195 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788720.000000 Penalty: 75362.250000
Iteration 253Q: 23 clusters Score -1.357887e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20285 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27287 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294963 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159050 members 
Mstep: Class 11 contains 39448 members 
Mstep: Class 12 contains 20895 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10322 members 
Mstep: Class 15 contains 18121 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52723 members 
Mstep: Class 18 contains 126632 members 
Mstep: Class 20 contains 205192 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788736.000000 Penalty: 75362.250000
Iteration 254Q: 23 clusters Score -1.357887e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20284 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27290 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294966 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159035 members 
Mstep: Class 11 contains 39447 members 
Mstep: Class 12 contains 20903 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10322 members 
Mstep: Class 15 contains 18085 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52725 members 
Mstep: Class 18 contains 126669 members 
Mstep: Class 20 contains 205192 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788688.000000 Penalty: 75362.250000
Iteration 255Q: 23 clusters Score -1.357887e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20280 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27290 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294959 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159034 members 
Mstep: Class 11 contains 39446 members 
Mstep: Class 12 contains 20910 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10323 members 
Mstep: Class 15 contains 18060 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52728 members 
Mstep: Class 18 contains 126704 members 
Mstep: Class 20 contains 205184 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788688.000000 Penalty: 75362.250000
Iteration 256Q: 23 clusters Score -1.357887e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20274 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27292 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294940 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159035 members 
Mstep: Class 11 contains 39446 members 
Mstep: Class 12 contains 20913 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10322 members 
Mstep: Class 15 contains 18029 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52726 members 
Mstep: Class 18 contains 126766 members 
Mstep: Class 20 contains 205175 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788784.000000 Penalty: 75362.250000
Iteration 257Q: 23 clusters Score -1.357888e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20273 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27291 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294937 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159041 members 
Mstep: Class 11 contains 39445 members 
Mstep: Class 12 contains 20912 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10318 members 
Mstep: Class 15 contains 18000 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52724 members 
Mstep: Class 18 contains 126803 members 
Mstep: Class 20 contains 205174 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788864.000000 Penalty: 75362.250000
Iteration 258Q: 23 clusters Score -1.357889e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20267 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27289 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294926 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159053 members 
Mstep: Class 11 contains 39445 members 
Mstep: Class 12 contains 20916 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10320 members 
Mstep: Class 15 contains 17964 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52725 members 
Mstep: Class 18 contains 126840 members 
Mstep: Class 20 contains 205173 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788848.000000 Penalty: 75362.250000
Iteration 259Q: 23 clusters Score -1.357888e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20266 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27289 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294905 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159049 members 
Mstep: Class 11 contains 39445 members 
Mstep: Class 12 contains 20918 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10318 members 
Mstep: Class 15 contains 17924 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52726 members 
Mstep: Class 18 contains 126907 members 
Mstep: Class 20 contains 205171 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788992.000000 Penalty: 75362.250000
Iteration 260F: 23 clusters Score -1.35789e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20256 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27285 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294919 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159052 members 
Mstep: Class 11 contains 39445 members 
Mstep: Class 12 contains 20923 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10317 members 
Mstep: Class 15 contains 17835 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52724 members 
Mstep: Class 18 contains 126989 members 
Mstep: Class 20 contains 205173 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788944.000000 Penalty: 75362.250000
Iteration 261Q: 23 clusters Score -1.357889e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20245 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27282 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294929 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159059 members 
Mstep: Class 11 contains 39445 members 
Mstep: Class 12 contains 20928 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10319 members 
Mstep: Class 15 contains 17747 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52724 members 
Mstep: Class 18 contains 127072 members 
Mstep: Class 20 contains 205168 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788992.000000 Penalty: 75362.250000
Iteration 262Q: 23 clusters Score -1.35789e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20246 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27282 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294942 members 
Mstep: Class 8 contains 7725 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159089 members 
Mstep: Class 11 contains 39444 members 
Mstep: Class 12 contains 20932 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10316 members 
Mstep: Class 15 contains 17650 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52727 members 
Mstep: Class 18 contains 127130 members 
Mstep: Class 20 contains 205159 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135789184.000000 Penalty: 75362.250000
Iteration 263Q: 23 clusters Score -1.357892e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27285 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294944 members 
Mstep: Class 8 contains 7725 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159131 members 
Mstep: Class 11 contains 39444 members 
Mstep: Class 12 contains 20940 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10313 members 
Mstep: Class 15 contains 17566 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52727 members 
Mstep: Class 18 contains 127168 members 
Mstep: Class 20 contains 205159 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788960.000000 Penalty: 75362.250000
Iteration 264Q: 23 clusters Score -1.35789e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3973 members 
Mstep: Class 3 contains 20237 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27291 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294952 members 
Mstep: Class 8 contains 7725 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159198 members 
Mstep: Class 11 contains 39444 members 
Mstep: Class 12 contains 20941 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10312 members 
Mstep: Class 15 contains 17471 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52730 members 
Mstep: Class 18 contains 127179 members 
Mstep: Class 20 contains 205161 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135789168.000000 Penalty: 75362.250000
Iteration 265Q: 23 clusters Score -1.357892e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3975 members 
Mstep: Class 3 contains 20233 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27292 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294968 members 
Mstep: Class 8 contains 7727 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159259 members 
Mstep: Class 11 contains 39443 members 
Mstep: Class 12 contains 20950 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10304 members 
Mstep: Class 15 contains 17375 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52727 members 
Mstep: Class 18 contains 127197 members 
Mstep: Class 20 contains 205164 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135789184.000000 Penalty: 75362.250000
Iteration 266Q: 23 clusters Score -1.357892e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3977 members 
Mstep: Class 3 contains 20233 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27286 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294964 members 
Mstep: Class 8 contains 7728 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159315 members 
Mstep: Class 11 contains 39442 members 
Mstep: Class 12 contains 20961 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10299 members 
Mstep: Class 15 contains 17247 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52725 members 
Mstep: Class 18 contains 127263 members 
Mstep: Class 20 contains 205174 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135789024.000000 Penalty: 75362.250000
Iteration 267Q: 23 clusters Score -1.35789e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3979 members 
Mstep: Class 3 contains 20236 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27281 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294948 members 
Mstep: Class 8 contains 7728 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159354 members 
Mstep: Class 11 contains 39442 members 
Mstep: Class 12 contains 20970 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10299 members 
Mstep: Class 15 contains 17122 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52718 members 
Mstep: Class 18 contains 127349 members 
Mstep: Class 20 contains 205188 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135789200.000000 Penalty: 75362.250000
Iteration 268Q: 23 clusters Score -1.357892e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3980 members 
Mstep: Class 3 contains 20236 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27276 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294939 members 
Mstep: Class 8 contains 7729 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159390 members 
Mstep: Class 11 contains 39445 members 
Mstep: Class 12 contains 20987 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10293 members 
Mstep: Class 15 contains 16982 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52716 members 
Mstep: Class 18 contains 127439 members 
Mstep: Class 20 contains 205202 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135789040.000000 Penalty: 75362.250000
Iteration 269Q: 23 clusters Score -1.35789e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3981 members 
Mstep: Class 3 contains 20239 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27281 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294948 members 
Mstep: Class 8 contains 7730 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159399 members 
Mstep: Class 11 contains 39447 members 
Mstep: Class 12 contains 21003 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10293 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52710 members 
Mstep: Class 18 contains 127529 members 
Mstep: Class 20 contains 205205 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135789200.000000 Penalty: 75362.250000
Iteration 270Q: 23 clusters Score -1.357892e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3981 members 
Mstep: Class 3 contains 20241 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27276 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294957 members 
Mstep: Class 8 contains 7730 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159422 members 
Mstep: Class 11 contains 39452 members 
Mstep: Class 12 contains 21026 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10293 members 
Mstep: Class 15 contains 16698 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52707 members 
Mstep: Class 18 contains 127636 members 
Mstep: Class 20 contains 205195 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135789200.000000 Penalty: 75362.250000
Iteration 271Q: 23 clusters Score -1.357892e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3981 members 
Mstep: Class 3 contains 20244 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27272 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294958 members 
Mstep: Class 8 contains 7730 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159445 members 
Mstep: Class 11 contains 39457 members 
Mstep: Class 12 contains 21044 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10292 members 
Mstep: Class 15 contains 16545 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52708 members 
Mstep: Class 18 contains 127747 members 
Mstep: Class 20 contains 205192 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135789376.000000 Penalty: 75362.250000
Iteration 272Q: 23 clusters Score -1.357894e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3981 members 
Mstep: Class 3 contains 20251 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27277 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294980 members 
Mstep: Class 8 contains 7730 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159477 members 
Mstep: Class 11 contains 39459 members 
Mstep: Class 12 contains 21056 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10288 members 
Mstep: Class 15 contains 16399 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52706 members 
Mstep: Class 18 contains 127839 members 
Mstep: Class 20 contains 205172 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135789568.000000 Penalty: 75362.250000
Iteration 273Q: 23 clusters Score -1.357896e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3981 members 
Mstep: Class 3 contains 20263 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27270 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295005 members 
Mstep: Class 8 contains 7730 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159504 members 
Mstep: Class 11 contains 39458 members 
Mstep: Class 12 contains 21069 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10281 members 
Mstep: Class 15 contains 16242 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 52707 members 
Mstep: Class 18 contains 127944 members 
Mstep: Class 20 contains 205161 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135789664.000000 Penalty: 75362.250000
Iteration 274Q: 23 clusters Score -1.357897e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3981 members 
Mstep: Class 3 contains 20270 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27260 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295025 members 
Mstep: Class 8 contains 7730 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159527 members 
Mstep: Class 11 contains 39456 members 
Mstep: Class 12 contains 21084 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10276 members 
Mstep: Class 15 contains 16077 members 
Mstep: Class 16 contains 243 members 
Mstep: Class 17 contains 52708 members 
Mstep: Class 18 contains 128076 members 
Mstep: Class 20 contains 205146 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135789984.000000 Penalty: 75362.250000
Iteration 275Q: 23 clusters Score -1.3579e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3981 members 
Mstep: Class 3 contains 20279 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27260 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295047 members 
Mstep: Class 8 contains 7730 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159549 members 
Mstep: Class 11 contains 39456 members 
Mstep: Class 12 contains 21106 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10274 members 
Mstep: Class 15 contains 15885 members 
Mstep: Class 16 contains 243 members 
Mstep: Class 17 contains 52706 members 
Mstep: Class 18 contains 128208 members 
Mstep: Class 20 contains 205136 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135790224.000000 Penalty: 75362.250000
Iteration 276Q: 23 clusters Score -1.357902e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3981 members 
Mstep: Class 3 contains 20291 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27260 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295058 members 
Mstep: Class 8 contains 7732 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159589 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 21127 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10267 members 
Mstep: Class 15 contains 15711 members 
Mstep: Class 16 contains 243 members 
Mstep: Class 17 contains 52704 members 
Mstep: Class 18 contains 128331 members 
Mstep: Class 20 contains 205106 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135790496.000000 Penalty: 75362.250000
Iteration 277Q: 23 clusters Score -1.357905e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3981 members 
Mstep: Class 3 contains 20292 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27256 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295081 members 
Mstep: Class 8 contains 7733 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159659 members 
Mstep: Class 11 contains 39458 members 
Mstep: Class 12 contains 21152 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 15 contains 15528 members 
Mstep: Class 16 contains 243 members 
Mstep: Class 17 contains 52699 members 
Mstep: Class 18 contains 128456 members 
Mstep: Class 20 contains 205060 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135790496.000000 Penalty: 75362.250000
Iteration 278Q: 23 clusters Score -1.357905e+08 nChanged 1270
Entering ConstructFrom: 
Score: -135790496.000000 Penalty: 75362.250000
Entering ConstructFrom: 
Trying to split cluster 1 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -55534.109375 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -55534.11 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 233 members 
Entering Unmasked Estep 
Score: -54123.714844 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -54123.71 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54285.574219 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -54285.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54349.144531 Penalty: 3050.698975
	Iteration 2Q: 3 clusters Score -54349.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54366.437500 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -54366.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54383.738281 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -54383.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54407.414062 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -54407.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54419.214844 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -54419.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54424.734375 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -54424.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54429.285156 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -54429.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -54439.542969 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -54439.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54451.699219 Penalty: 3050.698975
	Iteration 10Q: 3 clusters Score -54451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54470.843750 Penalty: 3050.698975
	Iteration 11Q: 3 clusters Score -54470.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54515.171875 Penalty: 3050.698975
	Iteration 12Q: 3 clusters Score -54515.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54592.574219 Penalty: 3050.698975
	Iteration 13Q: 3 clusters Score -54592.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54644.933594 Penalty: 3050.698975
	Iteration 14Q: 3 clusters Score -54644.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54708.847656 Penalty: 3050.698975
	Iteration 15Q: 3 clusters Score -54708.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54817.812500 Penalty: 3050.698975
	Iteration 16Q: 3 clusters Score -54817.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54951.433594 Penalty: 3050.698975
	Iteration 17Q: 3 clusters Score -54951.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55029.105469 Penalty: 3050.698975
	Iteration 18Q: 3 clusters Score -55029.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55053.886719 Penalty: 3050.698975
	Iteration 19Q: 3 clusters Score -55053.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55087.964844 Penalty: 3050.698975
	Iteration 20F: 3 clusters Score -55087.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55157.636719 Penalty: 3050.698975
	Iteration 21Q: 3 clusters Score -55157.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -55254.105469 Penalty: 3050.698975
	Iteration 22Q: 3 clusters Score -55254.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55395.726562 Penalty: 3050.698975
	Iteration 23Q: 3 clusters Score -55395.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -55426.546875 Penalty: 3050.698975
	Iteration 24Q: 3 clusters Score -55426.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -55440.230469 Penalty: 3050.698975
	Iteration 25Q: 3 clusters Score -55440.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55443.089844 Penalty: 3050.698975
	Iteration 26Q: 3 clusters Score -55443.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55443.089844 Penalty: 3050.698975
	Iteration 27F: 3 clusters Score -55443.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Entering Unmasked Estep 
Score: -512093.531250 Penalty: 2055.743652
	Iteration 0F: 2 clusters Score -512093.5 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 1997 members 
Entering Unmasked Estep 
Score: -508198.093750 Penalty: 4111.487305
	Iteration 0F: 3 clusters Score -508198.1 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -509119.562500 Penalty: 4111.487305
	Iteration 1F: 3 clusters Score -509119.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -509334.062500 Penalty: 4111.487305
	Iteration 2F: 3 clusters Score -509334.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -509505.437500 Penalty: 4111.487305
	Iteration 3F: 3 clusters Score -509505.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -509689.343750 Penalty: 4111.487305
	Iteration 4F: 3 clusters Score -509689.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -509919.375000 Penalty: 4111.487305
	Iteration 5F: 3 clusters Score -509919.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -510161.343750 Penalty: 4111.487305
	Iteration 6F: 3 clusters Score -510161.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -510448.468750 Penalty: 4111.487305
	Iteration 7F: 3 clusters Score -510448.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -510809.468750 Penalty: 4111.487305
	Iteration 8F: 3 clusters Score -510809.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -511227.750000 Penalty: 4111.487305
	Iteration 9F: 3 clusters Score -511227.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -511626.718750 Penalty: 4111.487305
	Iteration 10F: 3 clusters Score -511626.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -511940.437500 Penalty: 4111.487305
	Iteration 11F: 3 clusters Score -511940.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -512131.656250 Penalty: 4111.487305
	Iteration 12Q: 3 clusters Score -512131.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -512309.375000 Penalty: 4111.487305
	Iteration 13Q: 3 clusters Score -512309.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -512463.656250 Penalty: 4111.487305
	Iteration 14Q: 3 clusters Score -512463.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -512548.343750 Penalty: 4111.487305
	Iteration 15Q: 3 clusters Score -512548.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -512577.906250 Penalty: 4111.487305
	Iteration 16Q: 3 clusters Score -512577.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -512588.531250 Penalty: 4111.487305
	Iteration 17Q: 3 clusters Score -512588.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -512598.781250 Penalty: 4111.487305
	Iteration 18Q: 3 clusters Score -512598.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -512600.312500 Penalty: 4111.487305
	Iteration 19Q: 3 clusters Score -512600.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -512601.312500 Penalty: 4111.487305
	Iteration 20F: 3 clusters Score -512601.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2982 members 
Mstep: Class 3 contains 20297 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27249 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295080 members 
Mstep: Class 8 contains 7734 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159711 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 21170 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10258 members 
Mstep: Class 15 contains 15365 members 
Mstep: Class 16 contains 243 members 
Mstep: Class 17 contains 52694 members 
Mstep: Class 18 contains 128605 members 
Mstep: Class 19 contains 999 members 
Mstep: Class 20 contains 205013 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
Score: -135789920.000000 Penalty: 78787.804688
Splitting cluster 2 changes total score from -135790496.000000 to -135789920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (20297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Entering Unmasked Estep 
Score: -2843613.000000 Penalty: 2459.720703
	Iteration 0F: 2 clusters Score -2843613 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 10151 members 
Entering Unmasked Estep 
Score: -2829345.500000 Penalty: 4919.441406
	Iteration 0F: 3 clusters Score -2829346 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2834113.000000 Penalty: 4919.441406
	Iteration 1F: 3 clusters Score -2834113 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2834476.250000 Penalty: 4919.441406
	Iteration 2F: 3 clusters Score -2834476 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2834773.000000 Penalty: 4919.441406
	Iteration 3Q: 3 clusters Score -2834773 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2834993.500000 Penalty: 4919.441406
	Iteration 4Q: 3 clusters Score -2834994 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2835153.750000 Penalty: 4919.441406
	Iteration 5Q: 3 clusters Score -2835154 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2835321.000000 Penalty: 4919.441406
	Iteration 6Q: 3 clusters Score -2835321 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2835451.000000 Penalty: 4919.441406
	Iteration 7Q: 3 clusters Score -2835451 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2835592.500000 Penalty: 4919.441406
	Iteration 8Q: 3 clusters Score -2835592 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2835744.250000 Penalty: 4919.441406
	Iteration 9Q: 3 clusters Score -2835744 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2835909.250000 Penalty: 4919.441406
	Iteration 10Q: 3 clusters Score -2835909 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2836065.000000 Penalty: 4919.441406
	Iteration 11Q: 3 clusters Score -2836065 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2836296.750000 Penalty: 4919.441406
	Iteration 12Q: 3 clusters Score -2836297 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2836615.000000 Penalty: 4919.441406
	Iteration 13Q: 3 clusters Score -2836615 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2837028.750000 Penalty: 4919.441406
	Iteration 14Q: 3 clusters Score -2837029 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2837546.500000 Penalty: 4919.441406
	Iteration 15Q: 3 clusters Score -2837546 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2838195.000000 Penalty: 4919.441406
	Iteration 16Q: 3 clusters Score -2838195 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2838861.000000 Penalty: 4919.441406
	Iteration 17Q: 3 clusters Score -2838861 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2839372.250000 Penalty: 4919.441406
	Iteration 18Q: 3 clusters Score -2839372 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2839809.000000 Penalty: 4919.441406
	Iteration 19Q: 3 clusters Score -2839809 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2840119.500000 Penalty: 4919.441406
	Iteration 20F: 3 clusters Score -2840120 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2840368.250000 Penalty: 4919.441406
	Iteration 21Q: 3 clusters Score -2840368 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2840549.250000 Penalty: 4919.441406
	Iteration 22Q: 3 clusters Score -2840549 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2840714.750000 Penalty: 4919.441406
	Iteration 23Q: 3 clusters Score -2840715 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2840838.750000 Penalty: 4919.441406
	Iteration 24Q: 3 clusters Score -2840839 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2840946.750000 Penalty: 4919.441406
	Iteration 25Q: 3 clusters Score -2840947 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2841015.750000 Penalty: 4919.441406
	Iteration 26Q: 3 clusters Score -2841016 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2841081.000000 Penalty: 4919.441406
	Iteration 27Q: 3 clusters Score -2841081 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2841127.500000 Penalty: 4919.441406
	Iteration 28Q: 3 clusters Score -2841128 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2841168.000000 Penalty: 4919.441406
	Iteration 29Q: 3 clusters Score -2841168 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2841203.750000 Penalty: 4919.441406
	Iteration 30Q: 3 clusters Score -2841204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2841232.500000 Penalty: 4919.441406
	Iteration 31Q: 3 clusters Score -2841232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2841257.250000 Penalty: 4919.441406
	Iteration 32Q: 3 clusters Score -2841257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2841282.500000 Penalty: 4919.441406
	Iteration 33Q: 3 clusters Score -2841282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2841308.250000 Penalty: 4919.441406
	Iteration 34Q: 3 clusters Score -2841308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2841323.000000 Penalty: 4919.441406
	Iteration 35Q: 3 clusters Score -2841323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2841331.500000 Penalty: 4919.441406
	Iteration 36Q: 3 clusters Score -2841332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2841346.250000 Penalty: 4919.441406
	Iteration 37Q: 3 clusters Score -2841346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2841355.250000 Penalty: 4919.441406
	Iteration 38Q: 3 clusters Score -2841355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2841369.750000 Penalty: 4919.441406
	Iteration 39Q: 3 clusters Score -2841370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2841379.000000 Penalty: 4919.441406
	Iteration 40F: 3 clusters Score -2841379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2841394.750000 Penalty: 4919.441406
	Iteration 41Q: 3 clusters Score -2841395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2841414.250000 Penalty: 4919.441406
	Iteration 42Q: 3 clusters Score -2841414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2841417.000000 Penalty: 4919.441406
	Iteration 43Q: 3 clusters Score -2841417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2841418.750000 Penalty: 4919.441406
	Iteration 44Q: 3 clusters Score -2841419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2841423.250000 Penalty: 4919.441406
	Iteration 45Q: 3 clusters Score -2841423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2841424.500000 Penalty: 4919.441406
	Iteration 46Q: 3 clusters Score -2841424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2841427.750000 Penalty: 4919.441406
	Iteration 47Q: 3 clusters Score -2841428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2841426.500000 Penalty: 4919.441406
	Iteration 48Q: 3 clusters Score -2841426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2841427.750000 Penalty: 4919.441406
	Iteration 49Q: 3 clusters Score -2841428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2841426.500000 Penalty: 4919.441406
	Iteration 50Q: 3 clusters Score -2841426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2841427.750000 Penalty: 4919.441406
	Iteration 51Q: 3 clusters Score -2841428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2841431.500000 Penalty: 4919.441406
	Iteration 52Q: 3 clusters Score -2841432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2841433.250000 Penalty: 4919.441406
	Iteration 53Q: 3 clusters Score -2841433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2841434.000000 Penalty: 4919.441406
	Iteration 54Q: 3 clusters Score -2841434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2841436.250000 Penalty: 4919.441406
	Iteration 55Q: 3 clusters Score -2841436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2841441.500000 Penalty: 4919.441406
	Iteration 56Q: 3 clusters Score -2841442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -2841444.500000 Penalty: 4919.441406
	Iteration 57Q: 3 clusters Score -2841444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2841446.500000 Penalty: 4919.441406
	Iteration 58Q: 3 clusters Score -2841446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2841450.250000 Penalty: 4919.441406
	Iteration 59Q: 3 clusters Score -2841450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2841454.000000 Penalty: 4919.441406
	Iteration 60F: 3 clusters Score -2841454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2841453.750000 Penalty: 4919.441406
	Iteration 61Q: 3 clusters Score -2841454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2841455.750000 Penalty: 4919.441406
	Iteration 62Q: 3 clusters Score -2841456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2841458.250000 Penalty: 4919.441406
	Iteration 63Q: 3 clusters Score -2841458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2841459.500000 Penalty: 4919.441406
	Iteration 64Q: 3 clusters Score -2841460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2841458.500000 Penalty: 4919.441406
	Iteration 65Q: 3 clusters Score -2841458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2841460.000000 Penalty: 4919.441406
	Iteration 66Q: 3 clusters Score -2841460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2841459.750000 Penalty: 4919.441406
	Iteration 67Q: 3 clusters Score -2841460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2841459.750000 Penalty: 4919.441406
	Iteration 68F: 3 clusters Score -2841460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Entering Unmasked Estep 
Score: -485450.656250 Penalty: 2038.058716
	Iteration 0F: 2 clusters Score -485450.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -481709.625000 Penalty: 4076.117432
	Iteration 0F: 3 clusters Score -481709.6 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -482586.968750 Penalty: 4076.117432
	Iteration 1F: 3 clusters Score -482587 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -482816.406250 Penalty: 4076.117432
	Iteration 2F: 3 clusters Score -482816.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -482973.062500 Penalty: 4076.117432
	Iteration 3F: 3 clusters Score -482973.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -483121.937500 Penalty: 4076.117432
	Iteration 4F: 3 clusters Score -483121.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -483286.750000 Penalty: 4076.117432
	Iteration 5Q: 3 clusters Score -483286.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -483449.000000 Penalty: 4076.117432
	Iteration 6Q: 3 clusters Score -483449 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -483591.093750 Penalty: 4076.117432
	Iteration 7Q: 3 clusters Score -483591.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -483722.437500 Penalty: 4076.117432
	Iteration 8Q: 3 clusters Score -483722.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -483828.593750 Penalty: 4076.117432
	Iteration 9Q: 3 clusters Score -483828.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -483909.937500 Penalty: 4076.117432
	Iteration 10Q: 3 clusters Score -483909.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -483958.781250 Penalty: 4076.117432
	Iteration 11Q: 3 clusters Score -483958.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -483988.687500 Penalty: 4076.117432
	Iteration 12Q: 3 clusters Score -483988.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -484006.281250 Penalty: 4076.117432
	Iteration 13Q: 3 clusters Score -484006.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -484016.593750 Penalty: 4076.117432
	Iteration 14Q: 3 clusters Score -484016.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -484021.562500 Penalty: 4076.117432
	Iteration 15Q: 3 clusters Score -484021.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -484026.500000 Penalty: 4076.117432
	Iteration 16Q: 3 clusters Score -484026.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -484030.000000 Penalty: 4076.117432
	Iteration 17Q: 3 clusters Score -484030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -484033.312500 Penalty: 4076.117432
	Iteration 18Q: 3 clusters Score -484033.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -484034.375000 Penalty: 4076.117432
	Iteration 19Q: 3 clusters Score -484034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -484034.375000 Penalty: 4076.117432
	Iteration 20F: 3 clusters Score -484034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -484034.031250 Penalty: 4076.117432
	Iteration 21Q: 3 clusters Score -484034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -484034.781250 Penalty: 4076.117432
	Iteration 22Q: 3 clusters Score -484034.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -484035.281250 Penalty: 4076.117432
	Iteration 23Q: 3 clusters Score -484035.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -484035.281250 Penalty: 4076.117432
	Iteration 24F: 3 clusters Score -484035.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Entering Unmasked Estep 
Score: -3812882.500000 Penalty: 2532.767578
	Iteration 0F: 2 clusters Score -3812882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3794293.750000 Penalty: 5065.535156
	Iteration 0F: 3 clusters Score -3794294 nChanged 12151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3800805.500000 Penalty: 5065.535156
	Iteration 1F: 3 clusters Score -3800806 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3801392.000000 Penalty: 5065.535156
	Iteration 2F: 3 clusters Score -3801392 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3802077.500000 Penalty: 5065.535156
	Iteration 3F: 3 clusters Score -3802078 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -3802931.000000 Penalty: 5065.535156
	Iteration 4F: 3 clusters Score -3802931 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3803933.250000 Penalty: 5065.535156
	Iteration 5F: 3 clusters Score -3803933 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -3805240.000000 Penalty: 5065.535156
	Iteration 6F: 3 clusters Score -3805240 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -3806899.250000 Penalty: 5065.535156
	Iteration 7F: 3 clusters Score -3806899 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -3808504.250000 Penalty: 5065.535156
	Iteration 8F: 3 clusters Score -3808504 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -3809605.500000 Penalty: 5065.535156
	Iteration 9Q: 3 clusters Score -3809606 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3810082.500000 Penalty: 5065.535156
	Iteration 10Q: 3 clusters Score -3810082 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -3810308.000000 Penalty: 5065.535156
	Iteration 11Q: 3 clusters Score -3810308 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -3810438.250000 Penalty: 5065.535156
	Iteration 12Q: 3 clusters Score -3810438 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -3810523.250000 Penalty: 5065.535156
	Iteration 13Q: 3 clusters Score -3810523 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -3810580.500000 Penalty: 5065.535156
	Iteration 14Q: 3 clusters Score -3810580 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -3810627.250000 Penalty: 5065.535156
	Iteration 15Q: 3 clusters Score -3810627 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3810660.750000 Penalty: 5065.535156
	Iteration 16Q: 3 clusters Score -3810661 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3810697.750000 Penalty: 5065.535156
	Iteration 17Q: 3 clusters Score -3810698 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -3810730.750000 Penalty: 5065.535156
	Iteration 18Q: 3 clusters Score -3810731 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3810778.250000 Penalty: 5065.535156
	Iteration 19Q: 3 clusters Score -3810778 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -3810802.750000 Penalty: 5065.535156
	Iteration 20F: 3 clusters Score -3810803 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -3810835.500000 Penalty: 5065.535156
	Iteration 21Q: 3 clusters Score -3810836 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3810854.750000 Penalty: 5065.535156
	Iteration 22Q: 3 clusters Score -3810855 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -3810874.250000 Penalty: 5065.535156
	Iteration 23Q: 3 clusters Score -3810874 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3810879.500000 Penalty: 5065.535156
	Iteration 24Q: 3 clusters Score -3810880 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -3810903.000000 Penalty: 5065.535156
	Iteration 25Q: 3 clusters Score -3810903 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3810923.500000 Penalty: 5065.535156
	Iteration 26Q: 3 clusters Score -3810924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -3810937.250000 Penalty: 5065.535156
	Iteration 27Q: 3 clusters Score -3810937 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3810959.000000 Penalty: 5065.535156
	Iteration 28Q: 3 clusters Score -3810959 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -3810972.000000 Penalty: 5065.535156
	Iteration 29Q: 3 clusters Score -3810972 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3810980.250000 Penalty: 5065.535156
	Iteration 30Q: 3 clusters Score -3810980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -3810980.500000 Penalty: 5065.535156
	Iteration 31Q: 3 clusters Score -3810980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -3810995.750000 Penalty: 5065.535156
	Iteration 32Q: 3 clusters Score -3810996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3810997.500000 Penalty: 5065.535156
	Iteration 33Q: 3 clusters Score -3810998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -3811005.000000 Penalty: 5065.535156
	Iteration 34Q: 3 clusters Score -3811005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3811000.500000 Penalty: 5065.535156
	Iteration 35Q: 3 clusters Score -3811000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -3811007.000000 Penalty: 5065.535156
	Iteration 36Q: 3 clusters Score -3811007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -3811006.750000 Penalty: 5065.535156
	Iteration 37Q: 3 clusters Score -3811007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -3811009.000000 Penalty: 5065.535156
	Iteration 38Q: 3 clusters Score -3811009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -3811012.000000 Penalty: 5065.535156
	Iteration 39Q: 3 clusters Score -3811012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -3811017.500000 Penalty: 5065.535156
	Iteration 40F: 3 clusters Score -3811018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3811015.500000 Penalty: 5065.535156
	Iteration 41Q: 3 clusters Score -3811016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3811021.500000 Penalty: 5065.535156
	Iteration 42Q: 3 clusters Score -3811022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3811019.000000 Penalty: 5065.535156
	Iteration 43Q: 3 clusters Score -3811019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -3811027.250000 Penalty: 5065.535156
	Iteration 44Q: 3 clusters Score -3811027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3811027.000000 Penalty: 5065.535156
	Iteration 45Q: 3 clusters Score -3811027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3811029.250000 Penalty: 5065.535156
	Iteration 46Q: 3 clusters Score -3811029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3811027.000000 Penalty: 5065.535156
	Iteration 47Q: 3 clusters Score -3811027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -3811026.250000 Penalty: 5065.535156
	Iteration 48Q: 3 clusters Score -3811026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3811028.250000 Penalty: 5065.535156
	Iteration 49Q: 3 clusters Score -3811028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3811034.750000 Penalty: 5065.535156
	Iteration 50Q: 3 clusters Score -3811035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -3811042.000000 Penalty: 5065.535156
	Iteration 51Q: 3 clusters Score -3811042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3811047.250000 Penalty: 5065.535156
	Iteration 52Q: 3 clusters Score -3811047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -3811043.250000 Penalty: 5065.535156
	Iteration 53Q: 3 clusters Score -3811043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -3811045.000000 Penalty: 5065.535156
	Iteration 54Q: 3 clusters Score -3811045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -3811041.750000 Penalty: 5065.535156
	Iteration 55Q: 3 clusters Score -3811042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3811044.250000 Penalty: 5065.535156
	Iteration 56Q: 3 clusters Score -3811044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -3811045.750000 Penalty: 5065.535156
	Iteration 57Q: 3 clusters Score -3811046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -3811047.000000 Penalty: 5065.535156
	Iteration 58Q: 3 clusters Score -3811047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3811046.250000 Penalty: 5065.535156
	Iteration 59Q: 3 clusters Score -3811046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3811047.500000 Penalty: 5065.535156
	Iteration 60F: 3 clusters Score -3811048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -3811048.000000 Penalty: 5065.535156
	Iteration 61Q: 3 clusters Score -3811048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -3811047.750000 Penalty: 5065.535156
	Iteration 62Q: 3 clusters Score -3811048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3811050.500000 Penalty: 5065.535156
	Iteration 63Q: 3 clusters Score -3811050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -3811053.250000 Penalty: 5065.535156
	Iteration 64Q: 3 clusters Score -3811053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3811050.500000 Penalty: 5065.535156
	Iteration 65Q: 3 clusters Score -3811050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -3811051.250000 Penalty: 5065.535156
	Iteration 66Q: 3 clusters Score -3811051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -3811066.250000 Penalty: 5065.535156
	Iteration 67Q: 3 clusters Score -3811066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3811065.750000 Penalty: 5065.535156
	Iteration 68Q: 3 clusters Score -3811066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3811068.500000 Penalty: 5065.535156
	Iteration 69Q: 3 clusters Score -3811068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -3811063.750000 Penalty: 5065.535156
	Iteration 70Q: 3 clusters Score -3811064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -3811062.250000 Penalty: 5065.535156
	Iteration 71Q: 3 clusters Score -3811062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3811065.750000 Penalty: 5065.535156
	Iteration 72Q: 3 clusters Score -3811066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3811066.000000 Penalty: 5065.535156
	Iteration 73Q: 3 clusters Score -3811066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3811064.750000 Penalty: 5065.535156
	Iteration 74Q: 3 clusters Score -3811065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3811063.250000 Penalty: 5065.535156
	Iteration 75Q: 3 clusters Score -3811063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3811066.250000 Penalty: 5065.535156
	Iteration 76Q: 3 clusters Score -3811066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -3811063.500000 Penalty: 5065.535156
	Iteration 77Q: 3 clusters Score -3811064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -3811064.000000 Penalty: 5065.535156
	Iteration 78Q: 3 clusters Score -3811064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -3811064.000000 Penalty: 5065.535156
	Iteration 79F: 3 clusters Score -3811064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -364357.687500 Penalty: 1950.280884
	Iteration 0F: 2 clusters Score -364357.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -361326.468750 Penalty: 3900.561768
	Iteration 0F: 3 clusters Score -361326.5 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -361891.156250 Penalty: 3900.561768
	Iteration 1F: 3 clusters Score -361891.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -362036.093750 Penalty: 3900.561768
	Iteration 2F: 3 clusters Score -362036.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -362101.281250 Penalty: 3900.561768
	Iteration 3Q: 3 clusters Score -362101.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -362155.250000 Penalty: 3900.561768
	Iteration 4Q: 3 clusters Score -362155.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -362187.656250 Penalty: 3900.561768
	Iteration 5Q: 3 clusters Score -362187.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -362214.218750 Penalty: 3900.561768
	Iteration 6Q: 3 clusters Score -362214.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -362230.156250 Penalty: 3900.561768
	Iteration 7Q: 3 clusters Score -362230.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -362240.656250 Penalty: 3900.561768
	Iteration 8Q: 3 clusters Score -362240.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -362247.406250 Penalty: 3900.561768
	Iteration 9Q: 3 clusters Score -362247.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -362251.718750 Penalty: 3900.561768
	Iteration 10Q: 3 clusters Score -362251.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -362256.406250 Penalty: 3900.561768
	Iteration 11Q: 3 clusters Score -362256.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -362262.343750 Penalty: 3900.561768
	Iteration 12Q: 3 clusters Score -362262.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -362270.375000 Penalty: 3900.561768
	Iteration 13Q: 3 clusters Score -362270.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -362274.500000 Penalty: 3900.561768
	Iteration 14Q: 3 clusters Score -362274.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -362278.906250 Penalty: 3900.561768
	Iteration 15Q: 3 clusters Score -362278.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -362284.250000 Penalty: 3900.561768
	Iteration 16Q: 3 clusters Score -362284.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -362286.531250 Penalty: 3900.561768
	Iteration 17Q: 3 clusters Score -362286.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -362288.437500 Penalty: 3900.561768
	Iteration 18Q: 3 clusters Score -362288.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -362292.906250 Penalty: 3900.561768
	Iteration 19Q: 3 clusters Score -362292.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -362294.687500 Penalty: 3900.561768
	Iteration 20F: 3 clusters Score -362294.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -362295.312500 Penalty: 3900.561768
	Iteration 21Q: 3 clusters Score -362295.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -362295.312500 Penalty: 3900.561768
	Iteration 22F: 3 clusters Score -362295.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (295080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295080 members 
Entering Unmasked Estep 
Score: -40427428.000000 Penalty: 3123.560547
	Iteration 0F: 2 clusters Score -4.042743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147566 members 
Mstep: Class 2 contains 147514 members 
Entering Unmasked Estep 
Score: -40252592.000000 Penalty: 6247.121094
	Iteration 0F: 3 clusters Score -4.025259e+07 nChanged 142886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147590 members 
Mstep: Class 2 contains 147490 members 
Entering Unmasked Estep 
Score: -40336188.000000 Penalty: 6247.121094
	Iteration 1F: 3 clusters Score -4.033619e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147310 members 
Mstep: Class 2 contains 147770 members 
Entering Unmasked Estep 
Score: -40336964.000000 Penalty: 6247.121094
	Iteration 2Q: 3 clusters Score -4.033696e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146984 members 
Mstep: Class 2 contains 148096 members 
Entering Unmasked Estep 
Score: -40338068.000000 Penalty: 6247.121094
	Iteration 3Q: 3 clusters Score -4.033807e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146508 members 
Mstep: Class 2 contains 148572 members 
Entering Unmasked Estep 
Score: -40339148.000000 Penalty: 6247.121094
	Iteration 4Q: 3 clusters Score -4.033915e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145757 members 
Mstep: Class 2 contains 149323 members 
Entering Unmasked Estep 
Score: -40340520.000000 Penalty: 6247.121094
	Iteration 5Q: 3 clusters Score -4.034052e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144536 members 
Mstep: Class 2 contains 150544 members 
Entering Unmasked Estep 
Score: -40342312.000000 Penalty: 6247.121094
	Iteration 6Q: 3 clusters Score -4.034231e+07 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142764 members 
Mstep: Class 2 contains 152316 members 
Entering Unmasked Estep 
Score: -40344444.000000 Penalty: 6247.121094
	Iteration 7Q: 3 clusters Score -4.034444e+07 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140065 members 
Mstep: Class 2 contains 155015 members 
Entering Unmasked Estep 
Score: -40347548.000000 Penalty: 6247.121094
	Iteration 8Q: 3 clusters Score -4.034755e+07 nChanged 11088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136061 members 
Mstep: Class 2 contains 159019 members 
Entering Unmasked Estep 
Score: -40352084.000000 Penalty: 6247.121094
	Iteration 9Q: 3 clusters Score -4.035208e+07 nChanged 12844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130135 members 
Mstep: Class 2 contains 164945 members 
Entering Unmasked Estep 
Score: -40358372.000000 Penalty: 6247.121094
	Iteration 10Q: 3 clusters Score -4.035837e+07 nChanged 14432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122043 members 
Mstep: Class 2 contains 173037 members 
Entering Unmasked Estep 
Score: -40366360.000000 Penalty: 6247.121094
	Iteration 11Q: 3 clusters Score -4.036636e+07 nChanged 15980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111161 members 
Mstep: Class 2 contains 183919 members 
Entering Unmasked Estep 
Score: -40376000.000000 Penalty: 6247.121094
	Iteration 12F: 3 clusters Score -4.0376e+07 nChanged 16833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97762 members 
Mstep: Class 2 contains 197318 members 
Entering Unmasked Estep 
Score: -40387272.000000 Penalty: 6247.121094
	Iteration 13F: 3 clusters Score -4.038727e+07 nChanged 16815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82881 members 
Mstep: Class 2 contains 212199 members 
Entering Unmasked Estep 
Score: -40398316.000000 Penalty: 6247.121094
	Iteration 14F: 3 clusters Score -4.039832e+07 nChanged 15951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67820 members 
Mstep: Class 2 contains 227260 members 
Entering Unmasked Estep 
Score: -40408664.000000 Penalty: 6247.121094
	Iteration 15F: 3 clusters Score -4.040866e+07 nChanged 14937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 242029 members 
Entering Unmasked Estep 
Score: -40416672.000000 Penalty: 6247.121094
	Iteration 16F: 3 clusters Score -4.041667e+07 nChanged 14479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 256500 members 
Entering Unmasked Estep 
Score: -40422680.000000 Penalty: 6247.121094
	Iteration 17Q: 3 clusters Score -4.042268e+07 nChanged 12787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 269285 members 
Entering Unmasked Estep 
Score: -40426016.000000 Penalty: 6247.121094
	Iteration 18Q: 3 clusters Score -4.042602e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 279319 members 
Entering Unmasked Estep 
Score: -40427628.000000 Penalty: 6247.121094
	Iteration 19Q: 3 clusters Score -4.042763e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 285929 members 
Entering Unmasked Estep 
Score: -40427988.000000 Penalty: 6247.121094
	Iteration 20F: 3 clusters Score -4.042799e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 289780 members 
Entering Unmasked Estep 
Score: -40427140.000000 Penalty: 6247.121094
	Iteration 21Q: 3 clusters Score -4.042714e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 291773 members 
Entering Unmasked Estep 
Score: -40426564.000000 Penalty: 6247.121094
	Iteration 22Q: 3 clusters Score -4.042656e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 292772 members 
Entering Unmasked Estep 
Score: -40426356.000000 Penalty: 6247.121094
	Iteration 23Q: 3 clusters Score -4.042636e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 293238 members 
Entering Unmasked Estep 
Score: -40426200.000000 Penalty: 6247.121094
	Iteration 24Q: 3 clusters Score -4.04262e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 293481 members 
Entering Unmasked Estep 
Score: -40426140.000000 Penalty: 6247.121094
	Iteration 25Q: 3 clusters Score -4.042614e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 293615 members 
Entering Unmasked Estep 
Score: -40426144.000000 Penalty: 6247.121094
	Iteration 26Q: 3 clusters Score -4.042614e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 293710 members 
Entering Unmasked Estep 
Score: -40426092.000000 Penalty: 6247.121094
	Iteration 27Q: 3 clusters Score -4.042609e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 293757 members 
Entering Unmasked Estep 
Score: -40426116.000000 Penalty: 6247.121094
	Iteration 28Q: 3 clusters Score -4.042612e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 293800 members 
Entering Unmasked Estep 
Score: -40426120.000000 Penalty: 6247.121094
	Iteration 29Q: 3 clusters Score -4.042612e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 293834 members 
Entering Unmasked Estep 
Score: -40426116.000000 Penalty: 6247.121094
	Iteration 30Q: 3 clusters Score -4.042612e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 293850 members 
Entering Unmasked Estep 
Score: -40426068.000000 Penalty: 6247.121094
	Iteration 31Q: 3 clusters Score -4.042607e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 293865 members 
Entering Unmasked Estep 
Score: -40426072.000000 Penalty: 6247.121094
	Iteration 32Q: 3 clusters Score -4.042607e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 293886 members 
Entering Unmasked Estep 
Score: -40426052.000000 Penalty: 6247.121094
	Iteration 33Q: 3 clusters Score -4.042605e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 293900 members 
Entering Unmasked Estep 
Score: -40426048.000000 Penalty: 6247.121094
	Iteration 34Q: 3 clusters Score -4.042605e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 293914 members 
Entering Unmasked Estep 
Score: -40426056.000000 Penalty: 6247.121094
	Iteration 35Q: 3 clusters Score -4.042606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 293928 members 
Entering Unmasked Estep 
Score: -40426032.000000 Penalty: 6247.121094
	Iteration 36Q: 3 clusters Score -4.042603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 293934 members 
Entering Unmasked Estep 
Score: -40426020.000000 Penalty: 6247.121094
	Iteration 37Q: 3 clusters Score -4.042602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 293932 members 
Entering Unmasked Estep 
Score: -40426024.000000 Penalty: 6247.121094
	Iteration 38Q: 3 clusters Score -4.042602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 293937 members 
Entering Unmasked Estep 
Score: -40426008.000000 Penalty: 6247.121094
	Iteration 39Q: 3 clusters Score -4.042601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 293938 members 
Entering Unmasked Estep 
Score: -40425996.000000 Penalty: 6247.121094
	Iteration 40F: 3 clusters Score -4.0426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 293938 members 
Entering Unmasked Estep 
Score: -40425988.000000 Penalty: 6247.121094
	Iteration 41Q: 3 clusters Score -4.042599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 293937 members 
Entering Unmasked Estep 
Score: -40425988.000000 Penalty: 6247.121094
	Iteration 42Q: 3 clusters Score -4.042599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 293941 members 
Entering Unmasked Estep 
Score: -40425980.000000 Penalty: 6247.121094
	Iteration 43Q: 3 clusters Score -4.042598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 293946 members 
Entering Unmasked Estep 
Score: -40426004.000000 Penalty: 6247.121094
	Iteration 44Q: 3 clusters Score -4.0426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 293950 members 
Entering Unmasked Estep 
Score: -40425996.000000 Penalty: 6247.121094
	Iteration 45Q: 3 clusters Score -4.0426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 293953 members 
Entering Unmasked Estep 
Score: -40425992.000000 Penalty: 6247.121094
	Iteration 46Q: 3 clusters Score -4.042599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 293953 members 
Entering Unmasked Estep 
Score: -40425968.000000 Penalty: 6247.121094
	Iteration 47Q: 3 clusters Score -4.042597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 293955 members 
Entering Unmasked Estep 
Score: -40425992.000000 Penalty: 6247.121094
	Iteration 48Q: 3 clusters Score -4.042599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 293955 members 
Entering Unmasked Estep 
Score: -40425992.000000 Penalty: 6247.121094
	Iteration 49F: 3 clusters Score -4.042599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Entering Unmasked Estep 
Score: -1108547.375000 Penalty: 2220.438721
	Iteration 0F: 2 clusters Score -1108547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1102282.250000 Penalty: 4440.877441
	Iteration 0F: 3 clusters Score -1102282 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1103932.375000 Penalty: 4440.877441
	Iteration 1F: 3 clusters Score -1103932 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1104176.500000 Penalty: 4440.877441
	Iteration 2F: 3 clusters Score -1104176 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1104326.250000 Penalty: 4440.877441
	Iteration 3Q: 3 clusters Score -1104326 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1104416.875000 Penalty: 4440.877441
	Iteration 4Q: 3 clusters Score -1104417 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1104481.125000 Penalty: 4440.877441
	Iteration 5Q: 3 clusters Score -1104481 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1104530.875000 Penalty: 4440.877441
	Iteration 6Q: 3 clusters Score -1104531 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1104574.875000 Penalty: 4440.877441
	Iteration 7Q: 3 clusters Score -1104575 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1104621.000000 Penalty: 4440.877441
	Iteration 8Q: 3 clusters Score -1104621 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1104658.375000 Penalty: 4440.877441
	Iteration 9Q: 3 clusters Score -1104658 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1104695.625000 Penalty: 4440.877441
	Iteration 10Q: 3 clusters Score -1104696 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1104735.500000 Penalty: 4440.877441
	Iteration 11Q: 3 clusters Score -1104736 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1104793.500000 Penalty: 4440.877441
	Iteration 12Q: 3 clusters Score -1104794 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1104851.125000 Penalty: 4440.877441
	Iteration 13Q: 3 clusters Score -1104851 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1104917.875000 Penalty: 4440.877441
	Iteration 14Q: 3 clusters Score -1104918 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1105003.000000 Penalty: 4440.877441
	Iteration 15Q: 3 clusters Score -1105003 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1105093.250000 Penalty: 4440.877441
	Iteration 16Q: 3 clusters Score -1105093 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1105209.500000 Penalty: 4440.877441
	Iteration 17Q: 3 clusters Score -1105210 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1105322.375000 Penalty: 4440.877441
	Iteration 18Q: 3 clusters Score -1105322 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1105459.250000 Penalty: 4440.877441
	Iteration 19Q: 3 clusters Score -1105459 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1105625.375000 Penalty: 4440.877441
	Iteration 20F: 3 clusters Score -1105625 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1105833.500000 Penalty: 4440.877441
	Iteration 21Q: 3 clusters Score -1105834 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1106002.125000 Penalty: 4440.877441
	Iteration 22Q: 3 clusters Score -1106002 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1106142.250000 Penalty: 4440.877441
	Iteration 23Q: 3 clusters Score -1106142 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1106241.500000 Penalty: 4440.877441
	Iteration 24Q: 3 clusters Score -1106242 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1106323.000000 Penalty: 4440.877441
	Iteration 25Q: 3 clusters Score -1106323 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1106390.375000 Penalty: 4440.877441
	Iteration 26Q: 3 clusters Score -1106390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1106429.375000 Penalty: 4440.877441
	Iteration 27Q: 3 clusters Score -1106429 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1106472.000000 Penalty: 4440.877441
	Iteration 28Q: 3 clusters Score -1106472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1106509.375000 Penalty: 4440.877441
	Iteration 29Q: 3 clusters Score -1106509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1106525.750000 Penalty: 4440.877441
	Iteration 30Q: 3 clusters Score -1106526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1106537.500000 Penalty: 4440.877441
	Iteration 31Q: 3 clusters Score -1106538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1106550.125000 Penalty: 4440.877441
	Iteration 32Q: 3 clusters Score -1106550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1106566.625000 Penalty: 4440.877441
	Iteration 33Q: 3 clusters Score -1106567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1106579.125000 Penalty: 4440.877441
	Iteration 34Q: 3 clusters Score -1106579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1106589.500000 Penalty: 4440.877441
	Iteration 35Q: 3 clusters Score -1106590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1106594.625000 Penalty: 4440.877441
	Iteration 36Q: 3 clusters Score -1106595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1106596.625000 Penalty: 4440.877441
	Iteration 37Q: 3 clusters Score -1106597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1106596.750000 Penalty: 4440.877441
	Iteration 38Q: 3 clusters Score -1106597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1106601.500000 Penalty: 4440.877441
	Iteration 39Q: 3 clusters Score -1106602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1106601.125000 Penalty: 4440.877441
	Iteration 40F: 3 clusters Score -1106601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1106602.625000 Penalty: 4440.877441
	Iteration 41Q: 3 clusters Score -1106603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1106606.625000 Penalty: 4440.877441
	Iteration 42Q: 3 clusters Score -1106607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1106611.000000 Penalty: 4440.877441
	Iteration 43Q: 3 clusters Score -1106611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1106620.875000 Penalty: 4440.877441
	Iteration 44Q: 3 clusters Score -1106621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1106622.625000 Penalty: 4440.877441
	Iteration 45Q: 3 clusters Score -1106623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1106622.875000 Penalty: 4440.877441
	Iteration 46Q: 3 clusters Score -1106623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1106623.625000 Penalty: 4440.877441
	Iteration 47Q: 3 clusters Score -1106624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1106624.500000 Penalty: 4440.877441
	Iteration 48Q: 3 clusters Score -1106624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1106625.125000 Penalty: 4440.877441
	Iteration 49Q: 3 clusters Score -1106625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1106625.125000 Penalty: 4440.877441
	Iteration 50F: 3 clusters Score -1106625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -29341.017578 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -29341.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28161.544922 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -28161.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28220.966797 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -28220.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28243.042969 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -28243.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28250.072266 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -28250.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28250.072266 Penalty: 2712.157715
	Iteration 4F: 3 clusters Score -28250.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (159711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159711 members 
Entering Unmasked Estep 
Score: -22290808.000000 Penalty: 2971.318115
	Iteration 0F: 2 clusters Score -2.229081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79691 members 
Mstep: Class 2 contains 80020 members 
Entering Unmasked Estep 
Score: -22187726.000000 Penalty: 5942.636230
	Iteration 0F: 3 clusters Score -2.218773e+07 nChanged 76496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76657 members 
Mstep: Class 2 contains 83054 members 
Entering Unmasked Estep 
Score: -22232130.000000 Penalty: 5942.636230
	Iteration 1F: 3 clusters Score -2.223213e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74750 members 
Mstep: Class 2 contains 84961 members 
Entering Unmasked Estep 
Score: -22233224.000000 Penalty: 5942.636230
	Iteration 2Q: 3 clusters Score -2.223322e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 87844 members 
Entering Unmasked Estep 
Score: -22234630.000000 Penalty: 5942.636230
	Iteration 3Q: 3 clusters Score -2.223463e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67563 members 
Mstep: Class 2 contains 92148 members 
Entering Unmasked Estep 
Score: -22236714.000000 Penalty: 5942.636230
	Iteration 4Q: 3 clusters Score -2.223671e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 98575 members 
Entering Unmasked Estep 
Score: -22239930.000000 Penalty: 5942.636230
	Iteration 5Q: 3 clusters Score -2.223993e+07 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 107879 members 
Entering Unmasked Estep 
Score: -22245748.000000 Penalty: 5942.636230
	Iteration 6F: 3 clusters Score -2.224575e+07 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 119922 members 
Entering Unmasked Estep 
Score: -22254836.000000 Penalty: 5942.636230
	Iteration 7F: 3 clusters Score -2.225484e+07 nChanged 14008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 133916 members 
Entering Unmasked Estep 
Score: -22267022.000000 Penalty: 5942.636230
	Iteration 8F: 3 clusters Score -2.226702e+07 nChanged 12493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 146407 members 
Entering Unmasked Estep 
Score: -22277704.000000 Penalty: 5942.636230
	Iteration 9F: 3 clusters Score -2.22777e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 154237 members 
Entering Unmasked Estep 
Score: -22284034.000000 Penalty: 5942.636230
	Iteration 10Q: 3 clusters Score -2.228403e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 157575 members 
Entering Unmasked Estep 
Score: -22286616.000000 Penalty: 5942.636230
	Iteration 11Q: 3 clusters Score -2.228662e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 158731 members 
Entering Unmasked Estep 
Score: -22287578.000000 Penalty: 5942.636230
	Iteration 12Q: 3 clusters Score -2.228758e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 159110 members 
Entering Unmasked Estep 
Score: -22287946.000000 Penalty: 5942.636230
	Iteration 13Q: 3 clusters Score -2.228795e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 159231 members 
Entering Unmasked Estep 
Score: -22288094.000000 Penalty: 5942.636230
	Iteration 14Q: 3 clusters Score -2.228809e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 159275 members 
Entering Unmasked Estep 
Score: -22288144.000000 Penalty: 5942.636230
	Iteration 15Q: 3 clusters Score -2.228814e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 159306 members 
Entering Unmasked Estep 
Score: -22288186.000000 Penalty: 5942.636230
	Iteration 16Q: 3 clusters Score -2.228819e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 159319 members 
Entering Unmasked Estep 
Score: -22288226.000000 Penalty: 5942.636230
	Iteration 17Q: 3 clusters Score -2.228823e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 159329 members 
Entering Unmasked Estep 
Score: -22288234.000000 Penalty: 5942.636230
	Iteration 18Q: 3 clusters Score -2.228823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 159335 members 
Entering Unmasked Estep 
Score: -22288240.000000 Penalty: 5942.636230
	Iteration 19Q: 3 clusters Score -2.228824e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 159331 members 
Entering Unmasked Estep 
Score: -22288258.000000 Penalty: 5942.636230
	Iteration 20F: 3 clusters Score -2.228826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 159334 members 
Entering Unmasked Estep 
Score: -22288262.000000 Penalty: 5942.636230
	Iteration 21Q: 3 clusters Score -2.228826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 159338 members 
Entering Unmasked Estep 
Score: -22288264.000000 Penalty: 5942.636230
	Iteration 22Q: 3 clusters Score -2.228826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 159340 members 
Entering Unmasked Estep 
Score: -22288278.000000 Penalty: 5942.636230
	Iteration 23Q: 3 clusters Score -2.228828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 159341 members 
Entering Unmasked Estep 
Score: -22288268.000000 Penalty: 5942.636230
	Iteration 24Q: 3 clusters Score -2.228827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 159341 members 
Entering Unmasked Estep 
Score: -22288270.000000 Penalty: 5942.636230
	Iteration 25Q: 3 clusters Score -2.228827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 159338 members 
Entering Unmasked Estep 
Score: -22288294.000000 Penalty: 5942.636230
	Iteration 26Q: 3 clusters Score -2.228829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 159341 members 
Entering Unmasked Estep 
Score: -22288284.000000 Penalty: 5942.636230
	Iteration 27Q: 3 clusters Score -2.228828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 159345 members 
Entering Unmasked Estep 
Score: -22288294.000000 Penalty: 5942.636230
	Iteration 28Q: 3 clusters Score -2.228829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 159345 members 
Entering Unmasked Estep 
Score: -22288310.000000 Penalty: 5942.636230
	Iteration 29Q: 3 clusters Score -2.228831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 159345 members 
Entering Unmasked Estep 
Score: -22288310.000000 Penalty: 5942.636230
	Iteration 30F: 3 clusters Score -2.228831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Entering Unmasked Estep 
Score: -5299154.000000 Penalty: 2624.594727
	Iteration 0F: 2 clusters Score -5299154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -5272547.500000 Penalty: 5249.189453
	Iteration 0F: 3 clusters Score -5272548 nChanged 17852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -5282275.500000 Penalty: 5249.189453
	Iteration 1F: 3 clusters Score -5282276 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -5282727.500000 Penalty: 5249.189453
	Iteration 2Q: 3 clusters Score -5282728 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -5283233.000000 Penalty: 5249.189453
	Iteration 3Q: 3 clusters Score -5283233 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -5283863.500000 Penalty: 5249.189453
	Iteration 4Q: 3 clusters Score -5283864 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -5284814.000000 Penalty: 5249.189453
	Iteration 5Q: 3 clusters Score -5284814 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -5286208.500000 Penalty: 5249.189453
	Iteration 6F: 3 clusters Score -5286208 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -5288165.000000 Penalty: 5249.189453
	Iteration 7F: 3 clusters Score -5288165 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -5290379.500000 Penalty: 5249.189453
	Iteration 8F: 3 clusters Score -5290380 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -5292235.000000 Penalty: 5249.189453
	Iteration 9F: 3 clusters Score -5292235 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -5293660.500000 Penalty: 5249.189453
	Iteration 10F: 3 clusters Score -5293660 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -5294764.500000 Penalty: 5249.189453
	Iteration 11Q: 3 clusters Score -5294764 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -5295788.000000 Penalty: 5249.189453
	Iteration 12Q: 3 clusters Score -5295788 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -5297035.500000 Penalty: 5249.189453
	Iteration 13Q: 3 clusters Score -5297036 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -5297622.000000 Penalty: 5249.189453
	Iteration 14Q: 3 clusters Score -5297622 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -5297815.500000 Penalty: 5249.189453
	Iteration 15Q: 3 clusters Score -5297816 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -5297913.000000 Penalty: 5249.189453
	Iteration 16Q: 3 clusters Score -5297913 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -5297962.500000 Penalty: 5249.189453
	Iteration 17Q: 3 clusters Score -5297962 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -5298022.000000 Penalty: 5249.189453
	Iteration 18Q: 3 clusters Score -5298022 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5298052.000000 Penalty: 5249.189453
	Iteration 19Q: 3 clusters Score -5298052 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -5298094.000000 Penalty: 5249.189453
	Iteration 20F: 3 clusters Score -5298094 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -5298104.500000 Penalty: 5249.189453
	Iteration 21Q: 3 clusters Score -5298104 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -5298118.500000 Penalty: 5249.189453
	Iteration 22Q: 3 clusters Score -5298118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5298126.500000 Penalty: 5249.189453
	Iteration 23Q: 3 clusters Score -5298126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -5298138.000000 Penalty: 5249.189453
	Iteration 24Q: 3 clusters Score -5298138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -5298150.500000 Penalty: 5249.189453
	Iteration 25Q: 3 clusters Score -5298150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5298153.500000 Penalty: 5249.189453
	Iteration 26Q: 3 clusters Score -5298154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -5298154.500000 Penalty: 5249.189453
	Iteration 27Q: 3 clusters Score -5298154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5298155.500000 Penalty: 5249.189453
	Iteration 28Q: 3 clusters Score -5298156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5298157.000000 Penalty: 5249.189453
	Iteration 29Q: 3 clusters Score -5298157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5298154.000000 Penalty: 5249.189453
	Iteration 30Q: 3 clusters Score -5298154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -5298156.000000 Penalty: 5249.189453
	Iteration 31Q: 3 clusters Score -5298156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5298156.500000 Penalty: 5249.189453
	Iteration 32Q: 3 clusters Score -5298156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -5298160.000000 Penalty: 5249.189453
	Iteration 33Q: 3 clusters Score -5298160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -5298154.000000 Penalty: 5249.189453
	Iteration 34Q: 3 clusters Score -5298154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5298162.500000 Penalty: 5249.189453
	Iteration 35Q: 3 clusters Score -5298162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -5298163.500000 Penalty: 5249.189453
	Iteration 36Q: 3 clusters Score -5298164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5298168.000000 Penalty: 5249.189453
	Iteration 37Q: 3 clusters Score -5298168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -5298167.500000 Penalty: 5249.189453
	Iteration 38Q: 3 clusters Score -5298168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -5298165.500000 Penalty: 5249.189453
	Iteration 39Q: 3 clusters Score -5298166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5298163.000000 Penalty: 5249.189453
	Iteration 40F: 3 clusters Score -5298163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -5298166.000000 Penalty: 5249.189453
	Iteration 41Q: 3 clusters Score -5298166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -5298166.000000 Penalty: 5249.189453
	Iteration 42F: 3 clusters Score -5298166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -2822046.750000 Penalty: 2470.164551
	Iteration 0F: 2 clusters Score -2822047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2807173.500000 Penalty: 4940.329102
	Iteration 0F: 3 clusters Score -2807174 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2812359.000000 Penalty: 4940.329102
	Iteration 1F: 3 clusters Score -2812359 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2812923.500000 Penalty: 4940.329102
	Iteration 2F: 3 clusters Score -2812924 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2813514.500000 Penalty: 4940.329102
	Iteration 3F: 3 clusters Score -2813514 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2814148.500000 Penalty: 4940.329102
	Iteration 4F: 3 clusters Score -2814148 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2814783.250000 Penalty: 4940.329102
	Iteration 5F: 3 clusters Score -2814783 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2815429.750000 Penalty: 4940.329102
	Iteration 6F: 3 clusters Score -2815430 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2816048.250000 Penalty: 4940.329102
	Iteration 7F: 3 clusters Score -2816048 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2816595.000000 Penalty: 4940.329102
	Iteration 8Q: 3 clusters Score -2816595 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2817102.750000 Penalty: 4940.329102
	Iteration 9Q: 3 clusters Score -2817103 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2817625.500000 Penalty: 4940.329102
	Iteration 10Q: 3 clusters Score -2817626 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2818124.250000 Penalty: 4940.329102
	Iteration 11Q: 3 clusters Score -2818124 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2818491.250000 Penalty: 4940.329102
	Iteration 12Q: 3 clusters Score -2818491 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2818758.250000 Penalty: 4940.329102
	Iteration 13Q: 3 clusters Score -2818758 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2818920.250000 Penalty: 4940.329102
	Iteration 14Q: 3 clusters Score -2818920 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2819015.250000 Penalty: 4940.329102
	Iteration 15Q: 3 clusters Score -2819015 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2819098.000000 Penalty: 4940.329102
	Iteration 16Q: 3 clusters Score -2819098 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2819167.000000 Penalty: 4940.329102
	Iteration 17Q: 3 clusters Score -2819167 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2819213.750000 Penalty: 4940.329102
	Iteration 18Q: 3 clusters Score -2819214 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2819271.750000 Penalty: 4940.329102
	Iteration 19Q: 3 clusters Score -2819272 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2819302.000000 Penalty: 4940.329102
	Iteration 20F: 3 clusters Score -2819302 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2819347.000000 Penalty: 4940.329102
	Iteration 21Q: 3 clusters Score -2819347 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2819377.500000 Penalty: 4940.329102
	Iteration 22Q: 3 clusters Score -2819378 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2819403.250000 Penalty: 4940.329102
	Iteration 23Q: 3 clusters Score -2819403 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2819437.750000 Penalty: 4940.329102
	Iteration 24Q: 3 clusters Score -2819438 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2819474.000000 Penalty: 4940.329102
	Iteration 25Q: 3 clusters Score -2819474 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2819494.750000 Penalty: 4940.329102
	Iteration 26Q: 3 clusters Score -2819495 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2819520.000000 Penalty: 4940.329102
	Iteration 27Q: 3 clusters Score -2819520 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2819556.500000 Penalty: 4940.329102
	Iteration 28Q: 3 clusters Score -2819556 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2819579.250000 Penalty: 4940.329102
	Iteration 29Q: 3 clusters Score -2819579 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2819605.750000 Penalty: 4940.329102
	Iteration 30Q: 3 clusters Score -2819606 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2819635.250000 Penalty: 4940.329102
	Iteration 31Q: 3 clusters Score -2819635 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2819666.500000 Penalty: 4940.329102
	Iteration 32Q: 3 clusters Score -2819666 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2819693.750000 Penalty: 4940.329102
	Iteration 33Q: 3 clusters Score -2819694 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2819710.500000 Penalty: 4940.329102
	Iteration 34Q: 3 clusters Score -2819710 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2819736.000000 Penalty: 4940.329102
	Iteration 35Q: 3 clusters Score -2819736 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2819761.250000 Penalty: 4940.329102
	Iteration 36Q: 3 clusters Score -2819761 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2819787.000000 Penalty: 4940.329102
	Iteration 37Q: 3 clusters Score -2819787 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2819817.750000 Penalty: 4940.329102
	Iteration 38Q: 3 clusters Score -2819818 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2819868.000000 Penalty: 4940.329102
	Iteration 39Q: 3 clusters Score -2819868 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2819909.750000 Penalty: 4940.329102
	Iteration 40F: 3 clusters Score -2819910 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2819953.750000 Penalty: 4940.329102
	Iteration 41Q: 3 clusters Score -2819954 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2819984.750000 Penalty: 4940.329102
	Iteration 42Q: 3 clusters Score -2819985 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2820020.250000 Penalty: 4940.329102
	Iteration 43Q: 3 clusters Score -2820020 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2820051.500000 Penalty: 4940.329102
	Iteration 44Q: 3 clusters Score -2820052 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2820091.250000 Penalty: 4940.329102
	Iteration 45Q: 3 clusters Score -2820091 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2820130.250000 Penalty: 4940.329102
	Iteration 46Q: 3 clusters Score -2820130 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2820184.500000 Penalty: 4940.329102
	Iteration 47Q: 3 clusters Score -2820184 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2820212.000000 Penalty: 4940.329102
	Iteration 48Q: 3 clusters Score -2820212 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2820256.250000 Penalty: 4940.329102
	Iteration 49Q: 3 clusters Score -2820256 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2820275.500000 Penalty: 4940.329102
	Iteration 50Q: 3 clusters Score -2820276 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2820320.500000 Penalty: 4940.329102
	Iteration 51Q: 3 clusters Score -2820320 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2820395.500000 Penalty: 4940.329102
	Iteration 52Q: 3 clusters Score -2820396 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2820455.750000 Penalty: 4940.329102
	Iteration 53Q: 3 clusters Score -2820456 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2820520.250000 Penalty: 4940.329102
	Iteration 54Q: 3 clusters Score -2820520 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2820575.500000 Penalty: 4940.329102
	Iteration 55Q: 3 clusters Score -2820576 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2820623.000000 Penalty: 4940.329102
	Iteration 56Q: 3 clusters Score -2820623 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2820654.500000 Penalty: 4940.329102
	Iteration 57Q: 3 clusters Score -2820654 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2820680.500000 Penalty: 4940.329102
	Iteration 58Q: 3 clusters Score -2820680 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2820704.500000 Penalty: 4940.329102
	Iteration 59Q: 3 clusters Score -2820704 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2820717.750000 Penalty: 4940.329102
	Iteration 60F: 3 clusters Score -2820718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2820742.500000 Penalty: 4940.329102
	Iteration 61Q: 3 clusters Score -2820742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2820754.750000 Penalty: 4940.329102
	Iteration 62Q: 3 clusters Score -2820755 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2820769.250000 Penalty: 4940.329102
	Iteration 63Q: 3 clusters Score -2820769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2820782.000000 Penalty: 4940.329102
	Iteration 64Q: 3 clusters Score -2820782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2820790.000000 Penalty: 4940.329102
	Iteration 65Q: 3 clusters Score -2820790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2820802.750000 Penalty: 4940.329102
	Iteration 66Q: 3 clusters Score -2820803 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2820814.250000 Penalty: 4940.329102
	Iteration 67Q: 3 clusters Score -2820814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2820823.000000 Penalty: 4940.329102
	Iteration 68Q: 3 clusters Score -2820823 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2820828.000000 Penalty: 4940.329102
	Iteration 69Q: 3 clusters Score -2820828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2820836.500000 Penalty: 4940.329102
	Iteration 70Q: 3 clusters Score -2820836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2820841.750000 Penalty: 4940.329102
	Iteration 71Q: 3 clusters Score -2820842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2820850.000000 Penalty: 4940.329102
	Iteration 72Q: 3 clusters Score -2820850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2820844.250000 Penalty: 4940.329102
	Iteration 73Q: 3 clusters Score -2820844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2820847.000000 Penalty: 4940.329102
	Iteration 74Q: 3 clusters Score -2820847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2820850.250000 Penalty: 4940.329102
	Iteration 75Q: 3 clusters Score -2820850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2820846.000000 Penalty: 4940.329102
	Iteration 76Q: 3 clusters Score -2820846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2820845.250000 Penalty: 4940.329102
	Iteration 77Q: 3 clusters Score -2820845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2820847.250000 Penalty: 4940.329102
	Iteration 78Q: 3 clusters Score -2820847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2820848.000000 Penalty: 4940.329102
	Iteration 79Q: 3 clusters Score -2820848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2820846.250000 Penalty: 4940.329102
	Iteration 80F: 3 clusters Score -2820846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2820847.250000 Penalty: 4940.329102
	Iteration 81Q: 3 clusters Score -2820847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2820847.000000 Penalty: 4940.329102
	Iteration 82Q: 3 clusters Score -2820847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2820848.500000 Penalty: 4940.329102
	Iteration 83Q: 3 clusters Score -2820848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2820845.250000 Penalty: 4940.329102
	Iteration 84Q: 3 clusters Score -2820845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2820844.000000 Penalty: 4940.329102
	Iteration 85Q: 3 clusters Score -2820844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2820846.500000 Penalty: 4940.329102
	Iteration 86Q: 3 clusters Score -2820846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2820846.250000 Penalty: 4940.329102
	Iteration 87Q: 3 clusters Score -2820846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2820841.750000 Penalty: 4940.329102
	Iteration 88Q: 3 clusters Score -2820842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2820844.500000 Penalty: 4940.329102
	Iteration 89Q: 3 clusters Score -2820844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2820844.500000 Penalty: 4940.329102
	Iteration 90F: 3 clusters Score -2820844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -140125.625000 Penalty: 1734.267822
	Iteration 0F: 2 clusters Score -140125.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -138184.000000 Penalty: 3468.535645
	Iteration 0F: 3 clusters Score -138184 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -138577.296875 Penalty: 3468.535645
	Iteration 1F: 3 clusters Score -138577.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -138720.796875 Penalty: 3468.535645
	Iteration 2F: 3 clusters Score -138720.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -138881.031250 Penalty: 3468.535645
	Iteration 3Q: 3 clusters Score -138881 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -139194.218750 Penalty: 3468.535645
	Iteration 4F: 3 clusters Score -139194.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -139564.078125 Penalty: 3468.535645
	Iteration 5F: 3 clusters Score -139564.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -139892.468750 Penalty: 3468.535645
	Iteration 6F: 3 clusters Score -139892.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -140029.500000 Penalty: 3468.535645
	Iteration 7Q: 3 clusters Score -140029.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -140151.515625 Penalty: 3468.535645
	Iteration 8Q: 3 clusters Score -140151.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -140249.171875 Penalty: 3468.535645
	Iteration 9Q: 3 clusters Score -140249.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -140295.859375 Penalty: 3468.535645
	Iteration 10Q: 3 clusters Score -140295.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -140338.437500 Penalty: 3468.535645
	Iteration 11Q: 3 clusters Score -140338.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -140377.421875 Penalty: 3468.535645
	Iteration 12Q: 3 clusters Score -140377.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -140402.156250 Penalty: 3468.535645
	Iteration 13Q: 3 clusters Score -140402.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -140436.625000 Penalty: 3468.535645
	Iteration 14Q: 3 clusters Score -140436.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -140482.625000 Penalty: 3468.535645
	Iteration 15Q: 3 clusters Score -140482.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -140530.140625 Penalty: 3468.535645
	Iteration 16Q: 3 clusters Score -140530.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -140567.515625 Penalty: 3468.535645
	Iteration 17Q: 3 clusters Score -140567.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -140586.281250 Penalty: 3468.535645
	Iteration 18Q: 3 clusters Score -140586.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -140605.640625 Penalty: 3468.535645
	Iteration 19Q: 3 clusters Score -140605.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -140626.328125 Penalty: 3468.535645
	Iteration 20F: 3 clusters Score -140626.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -140645.343750 Penalty: 3468.535645
	Iteration 21Q: 3 clusters Score -140645.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -140673.171875 Penalty: 3468.535645
	Iteration 22Q: 3 clusters Score -140673.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -140685.140625 Penalty: 3468.535645
	Iteration 23Q: 3 clusters Score -140685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -140693.234375 Penalty: 3468.535645
	Iteration 24Q: 3 clusters Score -140693.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -140700.734375 Penalty: 3468.535645
	Iteration 25Q: 3 clusters Score -140700.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -140708.421875 Penalty: 3468.535645
	Iteration 26Q: 3 clusters Score -140708.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -140713.703125 Penalty: 3468.535645
	Iteration 27Q: 3 clusters Score -140713.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -140726.343750 Penalty: 3468.535645
	Iteration 28Q: 3 clusters Score -140726.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -140736.890625 Penalty: 3468.535645
	Iteration 29Q: 3 clusters Score -140736.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -140752.125000 Penalty: 3468.535645
	Iteration 30Q: 3 clusters Score -140752.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -140761.109375 Penalty: 3468.535645
	Iteration 31Q: 3 clusters Score -140761.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -140772.093750 Penalty: 3468.535645
	Iteration 32Q: 3 clusters Score -140772.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -140786.875000 Penalty: 3468.535645
	Iteration 33Q: 3 clusters Score -140786.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -140796.234375 Penalty: 3468.535645
	Iteration 34Q: 3 clusters Score -140796.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -140802.750000 Penalty: 3468.535645
	Iteration 35Q: 3 clusters Score -140802.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -140804.109375 Penalty: 3468.535645
	Iteration 36Q: 3 clusters Score -140804.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -140804.109375 Penalty: 3468.535645
	Iteration 37F: 3 clusters Score -140804.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3981 members 
Mstep: Class 3 contains 20297 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27249 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295080 members 
Mstep: Class 8 contains 7734 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159711 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 21170 members 
Mstep: Class 13 contains 387 members 
Mstep: Class 14 contains 10258 members 
Mstep: Class 15 contains 15365 members 
Mstep: Class 16 contains 243 members 
Mstep: Class 17 contains 52694 members 
Mstep: Class 18 contains 128605 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 205013 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
Score: -135789568.000000 Penalty: 78787.804688
Splitting cluster 13 changes total score from -135790496.000000 to -135789568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (10258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Entering Unmasked Estep 
Score: -1433068.250000 Penalty: 2290.481689
	Iteration 0F: 2 clusters Score -1433068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1425197.500000 Penalty: 4580.963379
	Iteration 0F: 3 clusters Score -1425198 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1427454.250000 Penalty: 4580.963379
	Iteration 1F: 3 clusters Score -1427454 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1427729.750000 Penalty: 4580.963379
	Iteration 2F: 3 clusters Score -1427730 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1427924.125000 Penalty: 4580.963379
	Iteration 3Q: 3 clusters Score -1427924 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1428072.250000 Penalty: 4580.963379
	Iteration 4Q: 3 clusters Score -1428072 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1428185.875000 Penalty: 4580.963379
	Iteration 5Q: 3 clusters Score -1428186 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1428287.000000 Penalty: 4580.963379
	Iteration 6Q: 3 clusters Score -1428287 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1428374.500000 Penalty: 4580.963379
	Iteration 7Q: 3 clusters Score -1428374 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1428467.750000 Penalty: 4580.963379
	Iteration 8Q: 3 clusters Score -1428468 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1428569.375000 Penalty: 4580.963379
	Iteration 9Q: 3 clusters Score -1428569 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1428688.625000 Penalty: 4580.963379
	Iteration 10Q: 3 clusters Score -1428689 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1428808.000000 Penalty: 4580.963379
	Iteration 11Q: 3 clusters Score -1428808 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1428918.000000 Penalty: 4580.963379
	Iteration 12Q: 3 clusters Score -1428918 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1429063.000000 Penalty: 4580.963379
	Iteration 13Q: 3 clusters Score -1429063 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1429236.625000 Penalty: 4580.963379
	Iteration 14Q: 3 clusters Score -1429237 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1429453.250000 Penalty: 4580.963379
	Iteration 15Q: 3 clusters Score -1429453 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1429684.125000 Penalty: 4580.963379
	Iteration 16Q: 3 clusters Score -1429684 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1429904.750000 Penalty: 4580.963379
	Iteration 17Q: 3 clusters Score -1429905 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1430125.750000 Penalty: 4580.963379
	Iteration 18Q: 3 clusters Score -1430126 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1430311.375000 Penalty: 4580.963379
	Iteration 19Q: 3 clusters Score -1430311 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1430443.750000 Penalty: 4580.963379
	Iteration 20F: 3 clusters Score -1430444 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1430525.500000 Penalty: 4580.963379
	Iteration 21Q: 3 clusters Score -1430526 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1430590.125000 Penalty: 4580.963379
	Iteration 22Q: 3 clusters Score -1430590 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1430645.375000 Penalty: 4580.963379
	Iteration 23Q: 3 clusters Score -1430645 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1430676.750000 Penalty: 4580.963379
	Iteration 24Q: 3 clusters Score -1430677 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1430706.375000 Penalty: 4580.963379
	Iteration 25Q: 3 clusters Score -1430706 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1430729.250000 Penalty: 4580.963379
	Iteration 26Q: 3 clusters Score -1430729 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1430746.500000 Penalty: 4580.963379
	Iteration 27Q: 3 clusters Score -1430746 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1430758.375000 Penalty: 4580.963379
	Iteration 28Q: 3 clusters Score -1430758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1430769.625000 Penalty: 4580.963379
	Iteration 29Q: 3 clusters Score -1430770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1430779.875000 Penalty: 4580.963379
	Iteration 30Q: 3 clusters Score -1430780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1430789.500000 Penalty: 4580.963379
	Iteration 31Q: 3 clusters Score -1430790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1430804.625000 Penalty: 4580.963379
	Iteration 32Q: 3 clusters Score -1430805 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1430818.125000 Penalty: 4580.963379
	Iteration 33Q: 3 clusters Score -1430818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1430829.000000 Penalty: 4580.963379
	Iteration 34Q: 3 clusters Score -1430829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1430830.000000 Penalty: 4580.963379
	Iteration 35Q: 3 clusters Score -1430830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1430842.125000 Penalty: 4580.963379
	Iteration 36Q: 3 clusters Score -1430842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1430842.875000 Penalty: 4580.963379
	Iteration 37Q: 3 clusters Score -1430843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1430854.125000 Penalty: 4580.963379
	Iteration 38Q: 3 clusters Score -1430854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1430858.750000 Penalty: 4580.963379
	Iteration 39Q: 3 clusters Score -1430859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1430863.875000 Penalty: 4580.963379
	Iteration 40F: 3 clusters Score -1430864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1430863.375000 Penalty: 4580.963379
	Iteration 41Q: 3 clusters Score -1430863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1430870.375000 Penalty: 4580.963379
	Iteration 42Q: 3 clusters Score -1430870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1430877.375000 Penalty: 4580.963379
	Iteration 43Q: 3 clusters Score -1430877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1430881.375000 Penalty: 4580.963379
	Iteration 44Q: 3 clusters Score -1430881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1430885.750000 Penalty: 4580.963379
	Iteration 45Q: 3 clusters Score -1430886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1430890.500000 Penalty: 4580.963379
	Iteration 46Q: 3 clusters Score -1430890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1430895.125000 Penalty: 4580.963379
	Iteration 47Q: 3 clusters Score -1430895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1430900.875000 Penalty: 4580.963379
	Iteration 48Q: 3 clusters Score -1430901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1430903.250000 Penalty: 4580.963379
	Iteration 49Q: 3 clusters Score -1430903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1430905.875000 Penalty: 4580.963379
	Iteration 50Q: 3 clusters Score -1430906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1430907.250000 Penalty: 4580.963379
	Iteration 51Q: 3 clusters Score -1430907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1430908.500000 Penalty: 4580.963379
	Iteration 52Q: 3 clusters Score -1430908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1430911.250000 Penalty: 4580.963379
	Iteration 53Q: 3 clusters Score -1430911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1430911.500000 Penalty: 4580.963379
	Iteration 54Q: 3 clusters Score -1430912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1430913.250000 Penalty: 4580.963379
	Iteration 55Q: 3 clusters Score -1430913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1430913.250000 Penalty: 4580.963379
	Iteration 56Q: 3 clusters Score -1430913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1430915.750000 Penalty: 4580.963379
	Iteration 57Q: 3 clusters Score -1430916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1430915.500000 Penalty: 4580.963379
	Iteration 58Q: 3 clusters Score -1430916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1430920.375000 Penalty: 4580.963379
	Iteration 59Q: 3 clusters Score -1430920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1430923.125000 Penalty: 4580.963379
	Iteration 60F: 3 clusters Score -1430923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1430923.625000 Penalty: 4580.963379
	Iteration 61Q: 3 clusters Score -1430924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1430929.250000 Penalty: 4580.963379
	Iteration 62Q: 3 clusters Score -1430929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1430930.875000 Penalty: 4580.963379
	Iteration 63Q: 3 clusters Score -1430931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1430932.250000 Penalty: 4580.963379
	Iteration 64Q: 3 clusters Score -1430932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1430938.625000 Penalty: 4580.963379
	Iteration 65Q: 3 clusters Score -1430939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1430939.750000 Penalty: 4580.963379
	Iteration 66Q: 3 clusters Score -1430940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1430942.000000 Penalty: 4580.963379
	Iteration 67Q: 3 clusters Score -1430942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1430944.000000 Penalty: 4580.963379
	Iteration 68Q: 3 clusters Score -1430944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1430944.625000 Penalty: 4580.963379
	Iteration 69Q: 3 clusters Score -1430945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1430947.625000 Penalty: 4580.963379
	Iteration 70Q: 3 clusters Score -1430948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1430948.625000 Penalty: 4580.963379
	Iteration 71Q: 3 clusters Score -1430949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1430952.750000 Penalty: 4580.963379
	Iteration 72Q: 3 clusters Score -1430953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1430952.375000 Penalty: 4580.963379
	Iteration 73Q: 3 clusters Score -1430952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1430954.250000 Penalty: 4580.963379
	Iteration 74Q: 3 clusters Score -1430954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1430953.250000 Penalty: 4580.963379
	Iteration 75Q: 3 clusters Score -1430953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1430954.375000 Penalty: 4580.963379
	Iteration 76Q: 3 clusters Score -1430954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1430954.625000 Penalty: 4580.963379
	Iteration 77Q: 3 clusters Score -1430955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1430955.500000 Penalty: 4580.963379
	Iteration 78Q: 3 clusters Score -1430956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1430955.625000 Penalty: 4580.963379
	Iteration 79Q: 3 clusters Score -1430956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1430954.125000 Penalty: 4580.963379
	Iteration 80F: 3 clusters Score -1430954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Entering Unmasked Estep 
Score: -2160388.750000 Penalty: 2390.682129
	Iteration 0F: 2 clusters Score -2160389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2149251.250000 Penalty: 4781.364258
	Iteration 0F: 3 clusters Score -2149251 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2152733.750000 Penalty: 4781.364258
	Iteration 1F: 3 clusters Score -2152734 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2153088.000000 Penalty: 4781.364258
	Iteration 2F: 3 clusters Score -2153088 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2153313.750000 Penalty: 4781.364258
	Iteration 3Q: 3 clusters Score -2153314 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2153499.500000 Penalty: 4781.364258
	Iteration 4Q: 3 clusters Score -2153500 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2153681.250000 Penalty: 4781.364258
	Iteration 5Q: 3 clusters Score -2153681 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2153848.000000 Penalty: 4781.364258
	Iteration 6Q: 3 clusters Score -2153848 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2154033.250000 Penalty: 4781.364258
	Iteration 7Q: 3 clusters Score -2154033 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2154217.000000 Penalty: 4781.364258
	Iteration 8Q: 3 clusters Score -2154217 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2154428.750000 Penalty: 4781.364258
	Iteration 9Q: 3 clusters Score -2154429 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2154634.000000 Penalty: 4781.364258
	Iteration 10Q: 3 clusters Score -2154634 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2154891.500000 Penalty: 4781.364258
	Iteration 11Q: 3 clusters Score -2154892 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2155204.250000 Penalty: 4781.364258
	Iteration 12Q: 3 clusters Score -2155204 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2155537.250000 Penalty: 4781.364258
	Iteration 13Q: 3 clusters Score -2155537 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2155927.750000 Penalty: 4781.364258
	Iteration 14Q: 3 clusters Score -2155928 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2156328.500000 Penalty: 4781.364258
	Iteration 15Q: 3 clusters Score -2156328 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2156744.750000 Penalty: 4781.364258
	Iteration 16Q: 3 clusters Score -2156745 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2157106.750000 Penalty: 4781.364258
	Iteration 17Q: 3 clusters Score -2157107 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2157440.750000 Penalty: 4781.364258
	Iteration 18Q: 3 clusters Score -2157441 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2157702.500000 Penalty: 4781.364258
	Iteration 19Q: 3 clusters Score -2157702 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2157866.500000 Penalty: 4781.364258
	Iteration 20F: 3 clusters Score -2157866 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2157983.500000 Penalty: 4781.364258
	Iteration 21Q: 3 clusters Score -2157984 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2158080.750000 Penalty: 4781.364258
	Iteration 22Q: 3 clusters Score -2158081 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2158163.500000 Penalty: 4781.364258
	Iteration 23Q: 3 clusters Score -2158164 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2158235.500000 Penalty: 4781.364258
	Iteration 24Q: 3 clusters Score -2158236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2158287.000000 Penalty: 4781.364258
	Iteration 25Q: 3 clusters Score -2158287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2158303.250000 Penalty: 4781.364258
	Iteration 26Q: 3 clusters Score -2158303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2158313.750000 Penalty: 4781.364258
	Iteration 27Q: 3 clusters Score -2158314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2158324.750000 Penalty: 4781.364258
	Iteration 28Q: 3 clusters Score -2158325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2158326.750000 Penalty: 4781.364258
	Iteration 29Q: 3 clusters Score -2158327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2158337.500000 Penalty: 4781.364258
	Iteration 30Q: 3 clusters Score -2158338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2158348.250000 Penalty: 4781.364258
	Iteration 31Q: 3 clusters Score -2158348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2158353.500000 Penalty: 4781.364258
	Iteration 32Q: 3 clusters Score -2158354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2158360.000000 Penalty: 4781.364258
	Iteration 33Q: 3 clusters Score -2158360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2158363.750000 Penalty: 4781.364258
	Iteration 34Q: 3 clusters Score -2158364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2158363.000000 Penalty: 4781.364258
	Iteration 35Q: 3 clusters Score -2158363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2158363.000000 Penalty: 4781.364258
	Iteration 36F: 3 clusters Score -2158363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -27495.554688 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -27495.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26478.244141 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -26478.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26578.009766 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -26578.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26645.484375 Penalty: 2724.558594
	Iteration 2Q: 3 clusters Score -26645.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26671.601562 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -26671.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26687.843750 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -26687.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26696.210938 Penalty: 2724.558594
	Iteration 5Q: 3 clusters Score -26696.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26715.576172 Penalty: 2724.558594
	Iteration 6Q: 3 clusters Score -26715.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26719.107422 Penalty: 2724.558594
	Iteration 7Q: 3 clusters Score -26719.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26722.851562 Penalty: 2724.558594
	Iteration 8Q: 3 clusters Score -26722.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26726.646484 Penalty: 2724.558594
	Iteration 9Q: 3 clusters Score -26726.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26728.705078 Penalty: 2724.558594
	Iteration 10Q: 3 clusters Score -26728.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -26730.210938 Penalty: 2724.558594
	Iteration 11Q: 3 clusters Score -26730.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26734.697266 Penalty: 2724.558594
	Iteration 12Q: 3 clusters Score -26734.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26734.697266 Penalty: 2724.558594
	Iteration 13F: 3 clusters Score -26734.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Entering Unmasked Estep 
Score: -7115700.000000 Penalty: 2696.319824
	Iteration 0F: 2 clusters Score -7115700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -7080362.000000 Penalty: 5392.639648
	Iteration 0F: 3 clusters Score -7080362 nChanged 24330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -7094161.500000 Penalty: 5392.639648
	Iteration 1F: 3 clusters Score -7094162 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -7094980.000000 Penalty: 5392.639648
	Iteration 2Q: 3 clusters Score -7094980 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -7096043.500000 Penalty: 5392.639648
	Iteration 3Q: 3 clusters Score -7096044 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -7097241.500000 Penalty: 5392.639648
	Iteration 4F: 3 clusters Score -7097242 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -7098698.500000 Penalty: 5392.639648
	Iteration 5F: 3 clusters Score -7098698 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -7100319.000000 Penalty: 5392.639648
	Iteration 6F: 3 clusters Score -7100319 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -7102163.500000 Penalty: 5392.639648
	Iteration 7F: 3 clusters Score -7102164 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -7104272.500000 Penalty: 5392.639648
	Iteration 8F: 3 clusters Score -7104272 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -7106565.000000 Penalty: 5392.639648
	Iteration 9Q: 3 clusters Score -7106565 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -7108747.000000 Penalty: 5392.639648
	Iteration 10Q: 3 clusters Score -7108747 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -7110745.500000 Penalty: 5392.639648
	Iteration 11Q: 3 clusters Score -7110746 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -7112263.500000 Penalty: 5392.639648
	Iteration 12Q: 3 clusters Score -7112264 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -7113300.500000 Penalty: 5392.639648
	Iteration 13Q: 3 clusters Score -7113300 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -7113940.500000 Penalty: 5392.639648
	Iteration 14Q: 3 clusters Score -7113940 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -7114419.000000 Penalty: 5392.639648
	Iteration 15Q: 3 clusters Score -7114419 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -7114703.500000 Penalty: 5392.639648
	Iteration 16Q: 3 clusters Score -7114704 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -7114894.500000 Penalty: 5392.639648
	Iteration 17Q: 3 clusters Score -7114894 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -7115016.500000 Penalty: 5392.639648
	Iteration 18Q: 3 clusters Score -7115016 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -7115129.500000 Penalty: 5392.639648
	Iteration 19Q: 3 clusters Score -7115130 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -7115204.500000 Penalty: 5392.639648
	Iteration 20F: 3 clusters Score -7115204 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -7115235.000000 Penalty: 5392.639648
	Iteration 21Q: 3 clusters Score -7115235 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -7115275.500000 Penalty: 5392.639648
	Iteration 22Q: 3 clusters Score -7115276 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -7115299.500000 Penalty: 5392.639648
	Iteration 23Q: 3 clusters Score -7115300 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -7115320.000000 Penalty: 5392.639648
	Iteration 24Q: 3 clusters Score -7115320 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -7115361.500000 Penalty: 5392.639648
	Iteration 25Q: 3 clusters Score -7115362 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -7115346.000000 Penalty: 5392.639648
	Iteration 26Q: 3 clusters Score -7115346 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -7115369.500000 Penalty: 5392.639648
	Iteration 27Q: 3 clusters Score -7115370 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -7115399.500000 Penalty: 5392.639648
	Iteration 28Q: 3 clusters Score -7115400 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -7115407.000000 Penalty: 5392.639648
	Iteration 29Q: 3 clusters Score -7115407 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -7115406.000000 Penalty: 5392.639648
	Iteration 30Q: 3 clusters Score -7115406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -7115404.000000 Penalty: 5392.639648
	Iteration 31Q: 3 clusters Score -7115404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -7115415.000000 Penalty: 5392.639648
	Iteration 32Q: 3 clusters Score -7115415 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -7115416.500000 Penalty: 5392.639648
	Iteration 33Q: 3 clusters Score -7115416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -7115412.000000 Penalty: 5392.639648
	Iteration 34Q: 3 clusters Score -7115412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -7115405.500000 Penalty: 5392.639648
	Iteration 35Q: 3 clusters Score -7115406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -7115421.500000 Penalty: 5392.639648
	Iteration 36Q: 3 clusters Score -7115422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -7115427.000000 Penalty: 5392.639648
	Iteration 37Q: 3 clusters Score -7115427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -7115420.500000 Penalty: 5392.639648
	Iteration 38Q: 3 clusters Score -7115420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -7115416.500000 Penalty: 5392.639648
	Iteration 39Q: 3 clusters Score -7115416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -7115428.000000 Penalty: 5392.639648
	Iteration 40F: 3 clusters Score -7115428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -7115430.000000 Penalty: 5392.639648
	Iteration 41Q: 3 clusters Score -7115430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -7115440.000000 Penalty: 5392.639648
	Iteration 42Q: 3 clusters Score -7115440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -7115440.500000 Penalty: 5392.639648
	Iteration 43Q: 3 clusters Score -7115440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -7115439.500000 Penalty: 5392.639648
	Iteration 44Q: 3 clusters Score -7115440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -7115449.000000 Penalty: 5392.639648
	Iteration 45Q: 3 clusters Score -7115449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -7115442.500000 Penalty: 5392.639648
	Iteration 46Q: 3 clusters Score -7115442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -7115444.500000 Penalty: 5392.639648
	Iteration 47Q: 3 clusters Score -7115444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -7115451.000000 Penalty: 5392.639648
	Iteration 48Q: 3 clusters Score -7115451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -7115448.500000 Penalty: 5392.639648
	Iteration 49Q: 3 clusters Score -7115448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -7115446.000000 Penalty: 5392.639648
	Iteration 50Q: 3 clusters Score -7115446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -7115439.000000 Penalty: 5392.639648
	Iteration 51Q: 3 clusters Score -7115439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -7115441.000000 Penalty: 5392.639648
	Iteration 52Q: 3 clusters Score -7115441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -7115445.500000 Penalty: 5392.639648
	Iteration 53Q: 3 clusters Score -7115446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -7115445.500000 Penalty: 5392.639648
	Iteration 54F: 3 clusters Score -7115446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (128605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128605 members 
Entering Unmasked Estep 
Score: -17982186.000000 Penalty: 2917.596191
	Iteration 0F: 2 clusters Score -1.798219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64463 members 
Mstep: Class 2 contains 64142 members 
Entering Unmasked Estep 
Score: -17896850.000000 Penalty: 5835.192383
	Iteration 0F: 3 clusters Score -1.789685e+07 nChanged 61357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65894 members 
Mstep: Class 2 contains 62711 members 
Entering Unmasked Estep 
Score: -17931962.000000 Penalty: 5835.192383
	Iteration 1F: 3 clusters Score -1.793196e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 61570 members 
Entering Unmasked Estep 
Score: -17932946.000000 Penalty: 5835.192383
	Iteration 2Q: 3 clusters Score -1.793295e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 59627 members 
Entering Unmasked Estep 
Score: -17934008.000000 Penalty: 5835.192383
	Iteration 3Q: 3 clusters Score -1.793401e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -17935582.000000 Penalty: 5835.192383
	Iteration 4Q: 3 clusters Score -1.793558e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76543 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -17938166.000000 Penalty: 5835.192383
	Iteration 5Q: 3 clusters Score -1.793817e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83227 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -17942388.000000 Penalty: 5835.192383
	Iteration 6F: 3 clusters Score -1.794239e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92055 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -17949342.000000 Penalty: 5835.192383
	Iteration 7F: 3 clusters Score -1.794934e+07 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101957 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -17958118.000000 Penalty: 5835.192383
	Iteration 8F: 3 clusters Score -1.795812e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110989 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -17966828.000000 Penalty: 5835.192383
	Iteration 9F: 3 clusters Score -1.796683e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117332 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -17972688.000000 Penalty: 5835.192383
	Iteration 10F: 3 clusters Score -1.797269e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121043 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -17976146.000000 Penalty: 5835.192383
	Iteration 11Q: 3 clusters Score -1.797615e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122899 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -17977922.000000 Penalty: 5835.192383
	Iteration 12Q: 3 clusters Score -1.797792e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123910 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -17978878.000000 Penalty: 5835.192383
	Iteration 13Q: 3 clusters Score -1.797888e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124441 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -17979298.000000 Penalty: 5835.192383
	Iteration 14Q: 3 clusters Score -1.79793e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124811 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -17979532.000000 Penalty: 5835.192383
	Iteration 15Q: 3 clusters Score -1.797953e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125088 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -17979696.000000 Penalty: 5835.192383
	Iteration 16Q: 3 clusters Score -1.79797e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125320 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -17979852.000000 Penalty: 5835.192383
	Iteration 17Q: 3 clusters Score -1.797985e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125524 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -17979978.000000 Penalty: 5835.192383
	Iteration 18Q: 3 clusters Score -1.797998e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125676 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -17980080.000000 Penalty: 5835.192383
	Iteration 19Q: 3 clusters Score -1.798008e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125795 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -17980068.000000 Penalty: 5835.192383
	Iteration 20F: 3 clusters Score -1.798007e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125883 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -17980122.000000 Penalty: 5835.192383
	Iteration 21Q: 3 clusters Score -1.798012e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125946 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -17980100.000000 Penalty: 5835.192383
	Iteration 22Q: 3 clusters Score -1.79801e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125993 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -17980104.000000 Penalty: 5835.192383
	Iteration 23Q: 3 clusters Score -1.79801e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126045 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -17980122.000000 Penalty: 5835.192383
	Iteration 24Q: 3 clusters Score -1.798012e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126079 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -17980120.000000 Penalty: 5835.192383
	Iteration 25Q: 3 clusters Score -1.798012e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126108 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -17980128.000000 Penalty: 5835.192383
	Iteration 26Q: 3 clusters Score -1.798013e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126135 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -17980120.000000 Penalty: 5835.192383
	Iteration 27Q: 3 clusters Score -1.798012e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126162 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -17980120.000000 Penalty: 5835.192383
	Iteration 28Q: 3 clusters Score -1.798012e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126192 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -17980146.000000 Penalty: 5835.192383
	Iteration 29Q: 3 clusters Score -1.798015e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126221 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -17980146.000000 Penalty: 5835.192383
	Iteration 30Q: 3 clusters Score -1.798015e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -17980150.000000 Penalty: 5835.192383
	Iteration 31Q: 3 clusters Score -1.798015e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126277 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -17980156.000000 Penalty: 5835.192383
	Iteration 32Q: 3 clusters Score -1.798016e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126297 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -17980164.000000 Penalty: 5835.192383
	Iteration 33Q: 3 clusters Score -1.798016e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126316 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -17980170.000000 Penalty: 5835.192383
	Iteration 34Q: 3 clusters Score -1.798017e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126332 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -17980194.000000 Penalty: 5835.192383
	Iteration 35Q: 3 clusters Score -1.798019e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126352 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -17980186.000000 Penalty: 5835.192383
	Iteration 36Q: 3 clusters Score -1.798019e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126376 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -17980196.000000 Penalty: 5835.192383
	Iteration 37Q: 3 clusters Score -1.79802e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126389 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -17980200.000000 Penalty: 5835.192383
	Iteration 38Q: 3 clusters Score -1.79802e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126412 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -17980200.000000 Penalty: 5835.192383
	Iteration 39Q: 3 clusters Score -1.79802e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126433 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -17980204.000000 Penalty: 5835.192383
	Iteration 40F: 3 clusters Score -1.79802e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126446 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -17980214.000000 Penalty: 5835.192383
	Iteration 41Q: 3 clusters Score -1.798021e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126459 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -17980226.000000 Penalty: 5835.192383
	Iteration 42Q: 3 clusters Score -1.798023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126469 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -17980230.000000 Penalty: 5835.192383
	Iteration 43Q: 3 clusters Score -1.798023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126476 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -17980244.000000 Penalty: 5835.192383
	Iteration 44Q: 3 clusters Score -1.798024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126482 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -17980238.000000 Penalty: 5835.192383
	Iteration 45Q: 3 clusters Score -1.798024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126487 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -17980220.000000 Penalty: 5835.192383
	Iteration 46Q: 3 clusters Score -1.798022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126488 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -17980220.000000 Penalty: 5835.192383
	Iteration 47Q: 3 clusters Score -1.798022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126491 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -17980220.000000 Penalty: 5835.192383
	Iteration 48Q: 3 clusters Score -1.798022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126494 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -17980208.000000 Penalty: 5835.192383
	Iteration 49Q: 3 clusters Score -1.798021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126494 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -17980208.000000 Penalty: 5835.192383
	Iteration 50F: 3 clusters Score -1.798021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (205013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205013 members 
Entering Unmasked Estep 
Score: -28636494.000000 Penalty: 3033.245361
	Iteration 0F: 2 clusters Score -2.863649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102481 members 
Mstep: Class 2 contains 102532 members 
Entering Unmasked Estep 
Score: -28512904.000000 Penalty: 6066.490723
	Iteration 0F: 3 clusters Score -2.85129e+07 nChanged 98904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103831 members 
Mstep: Class 2 contains 101182 members 
Entering Unmasked Estep 
Score: -28570402.000000 Penalty: 6066.490723
	Iteration 1F: 3 clusters Score -2.85704e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104703 members 
Mstep: Class 2 contains 100310 members 
Entering Unmasked Estep 
Score: -28571250.000000 Penalty: 6066.490723
	Iteration 2Q: 3 clusters Score -2.857125e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106084 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
Score: -28572364.000000 Penalty: 6066.490723
	Iteration 3Q: 3 clusters Score -2.857236e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108300 members 
Mstep: Class 2 contains 96713 members 
Entering Unmasked Estep 
Score: -28573420.000000 Penalty: 6066.490723
	Iteration 4Q: 3 clusters Score -2.857342e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111596 members 
Mstep: Class 2 contains 93417 members 
Entering Unmasked Estep 
Score: -28575044.000000 Penalty: 6066.490723
	Iteration 5Q: 3 clusters Score -2.857504e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116432 members 
Mstep: Class 2 contains 88581 members 
Entering Unmasked Estep 
Score: -28577286.000000 Penalty: 6066.490723
	Iteration 6Q: 3 clusters Score -2.857729e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123337 members 
Mstep: Class 2 contains 81676 members 
Entering Unmasked Estep 
Score: -28580430.000000 Penalty: 6066.490723
	Iteration 7Q: 3 clusters Score -2.858043e+07 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133027 members 
Mstep: Class 2 contains 71986 members 
Entering Unmasked Estep 
Score: -28585348.000000 Penalty: 6066.490723
	Iteration 8F: 3 clusters Score -2.858535e+07 nChanged 13291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145642 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -28592772.000000 Penalty: 6066.490723
	Iteration 9F: 3 clusters Score -2.859277e+07 nChanged 15118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160476 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -28603164.000000 Penalty: 6066.490723
	Iteration 10F: 3 clusters Score -2.860316e+07 nChanged 15709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176113 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -28614306.000000 Penalty: 6066.490723
	Iteration 11F: 3 clusters Score -2.861431e+07 nChanged 13117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189204 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -28623728.000000 Penalty: 6066.490723
	Iteration 12F: 3 clusters Score -2.862373e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197729 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -28629644.000000 Penalty: 6066.490723
	Iteration 13Q: 3 clusters Score -2.862964e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201812 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -28632180.000000 Penalty: 6066.490723
	Iteration 14Q: 3 clusters Score -2.863218e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203389 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -28633272.000000 Penalty: 6066.490723
	Iteration 15Q: 3 clusters Score -2.863327e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203936 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -28633620.000000 Penalty: 6066.490723
	Iteration 16Q: 3 clusters Score -2.863362e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204179 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -28633854.000000 Penalty: 6066.490723
	Iteration 17Q: 3 clusters Score -2.863385e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204305 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -28633934.000000 Penalty: 6066.490723
	Iteration 18Q: 3 clusters Score -2.863393e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204355 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -28634002.000000 Penalty: 6066.490723
	Iteration 19Q: 3 clusters Score -2.8634e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204395 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -28634046.000000 Penalty: 6066.490723
	Iteration 20F: 3 clusters Score -2.863405e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204421 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -28634060.000000 Penalty: 6066.490723
	Iteration 21Q: 3 clusters Score -2.863406e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204431 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -28634098.000000 Penalty: 6066.490723
	Iteration 22Q: 3 clusters Score -2.86341e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204444 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -28634098.000000 Penalty: 6066.490723
	Iteration 23Q: 3 clusters Score -2.86341e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204453 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -28634090.000000 Penalty: 6066.490723
	Iteration 24Q: 3 clusters Score -2.863409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204456 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -28634100.000000 Penalty: 6066.490723
	Iteration 25Q: 3 clusters Score -2.86341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204462 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -28634130.000000 Penalty: 6066.490723
	Iteration 26Q: 3 clusters Score -2.863413e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204469 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -28634138.000000 Penalty: 6066.490723
	Iteration 27Q: 3 clusters Score -2.863414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204479 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -28634156.000000 Penalty: 6066.490723
	Iteration 28Q: 3 clusters Score -2.863416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204481 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -28634138.000000 Penalty: 6066.490723
	Iteration 29Q: 3 clusters Score -2.863414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204483 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -28634130.000000 Penalty: 6066.490723
	Iteration 30Q: 3 clusters Score -2.863413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204483 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -28634138.000000 Penalty: 6066.490723
	Iteration 31Q: 3 clusters Score -2.863414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204483 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -28634138.000000 Penalty: 6066.490723
	Iteration 32F: 3 clusters Score -2.863414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -70212.039062 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -70212.04 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 280 members 
Entering Unmasked Estep 
Score: -68693.851562 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -68693.85 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68906.281250 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -68906.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -68986.648438 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -68986.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -69034.171875 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -69034.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69075.695312 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -69075.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69127.578125 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -69127.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69155.937500 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -69155.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69167.570312 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -69167.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69178.531250 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -69178.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69189.757812 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -69189.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -69194.281250 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -69194.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -69199.554688 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -69199.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69202.062500 Penalty: 3143.065674
	Iteration 12Q: 3 clusters Score -69202.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69209.242188 Penalty: 3143.065674
	Iteration 13Q: 3 clusters Score -69209.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -69221.617188 Penalty: 3143.065674
	Iteration 14Q: 3 clusters Score -69221.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -69244.828125 Penalty: 3143.065674
	Iteration 15Q: 3 clusters Score -69244.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -69254.718750 Penalty: 3143.065674
	Iteration 16Q: 3 clusters Score -69254.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -69259.796875 Penalty: 3143.065674
	Iteration 17Q: 3 clusters Score -69259.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69266.289062 Penalty: 3143.065674
	Iteration 18Q: 3 clusters Score -69266.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -69272.781250 Penalty: 3143.065674
	Iteration 19Q: 3 clusters Score -69272.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69274.695312 Penalty: 3143.065674
	Iteration 20F: 3 clusters Score -69274.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -69276.132812 Penalty: 3143.065674
	Iteration 21Q: 3 clusters Score -69276.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -69276.132812 Penalty: 3143.065674
	Iteration 22F: 3 clusters Score -69276.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -61464.738281 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -61464.74 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 269 members 
Entering Unmasked Estep 
Score: -59985.765625 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -59985.77 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60213.425781 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -60213.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60319.972656 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -60319.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60450.480469 Penalty: 3082.445557
	Iteration 3F: 3 clusters Score -60450.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -60626.941406 Penalty: 3082.445557
	Iteration 4F: 3 clusters Score -60626.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60771.277344 Penalty: 3082.445557
	Iteration 5F: 3 clusters Score -60771.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60891.445312 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -60891.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60979.097656 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -60979.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -61096.660156 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -61096.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61202.937500 Penalty: 3082.445557
	Iteration 9Q: 3 clusters Score -61202.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61248.664062 Penalty: 3082.445557
	Iteration 10Q: 3 clusters Score -61248.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -61278.949219 Penalty: 3082.445557
	Iteration 11Q: 3 clusters Score -61278.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -61337.566406 Penalty: 3082.445557
	Iteration 12Q: 3 clusters Score -61337.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -61405.824219 Penalty: 3082.445557
	Iteration 13Q: 3 clusters Score -61405.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61551.996094 Penalty: 3082.445557
	Iteration 14Q: 3 clusters Score -61552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61551.996094 Penalty: 3082.445557
	Iteration 15F: 3 clusters Score -61552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3981 members 
Mstep: Class 3 contains 20297 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27249 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295080 members 
Mstep: Class 8 contains 7734 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159711 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 21170 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10258 members 
Mstep: Class 15 contains 15365 members 
Mstep: Class 16 contains 243 members 
Mstep: Class 17 contains 52694 members 
Mstep: Class 18 contains 128605 members 
Mstep: Class 19 contains 232 members 
Mstep: Class 20 contains 205013 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
Score: -135788992.000000 Penalty: 78787.804688
Splitting cluster 22 changes total score from -135790496.000000 to -135788992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -149943.375000 Penalty: 1750.358765
	Iteration 0F: 2 clusters Score -149943.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -147940.406250 Penalty: 3500.717529
	Iteration 0F: 3 clusters Score -147940.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -148394.093750 Penalty: 3500.717529
	Iteration 1F: 3 clusters Score -148394.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -148594.265625 Penalty: 3500.717529
	Iteration 2F: 3 clusters Score -148594.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -148711.062500 Penalty: 3500.717529
	Iteration 3Q: 3 clusters Score -148711.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -148755.546875 Penalty: 3500.717529
	Iteration 4Q: 3 clusters Score -148755.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -148818.125000 Penalty: 3500.717529
	Iteration 5Q: 3 clusters Score -148818.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -148906.734375 Penalty: 3500.717529
	Iteration 6Q: 3 clusters Score -148906.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -149074.906250 Penalty: 3500.717529
	Iteration 7Q: 3 clusters Score -149074.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -149401.937500 Penalty: 3500.717529
	Iteration 8Q: 3 clusters Score -149401.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -149644.906250 Penalty: 3500.717529
	Iteration 9Q: 3 clusters Score -149644.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -149709.718750 Penalty: 3500.717529
	Iteration 10Q: 3 clusters Score -149709.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -149764.062500 Penalty: 3500.717529
	Iteration 11Q: 3 clusters Score -149764.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -149814.171875 Penalty: 3500.717529
	Iteration 12Q: 3 clusters Score -149814.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -149858.000000 Penalty: 3500.717529
	Iteration 13Q: 3 clusters Score -149858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -149899.109375 Penalty: 3500.717529
	Iteration 14Q: 3 clusters Score -149899.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -149946.421875 Penalty: 3500.717529
	Iteration 15Q: 3 clusters Score -149946.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -150018.281250 Penalty: 3500.717529
	Iteration 16Q: 3 clusters Score -150018.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -150110.218750 Penalty: 3500.717529
	Iteration 17Q: 3 clusters Score -150110.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -150122.640625 Penalty: 3500.717529
	Iteration 18Q: 3 clusters Score -150122.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -150128.453125 Penalty: 3500.717529
	Iteration 19Q: 3 clusters Score -150128.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -150130.750000 Penalty: 3500.717529
	Iteration 20F: 3 clusters Score -150130.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -150132.640625 Penalty: 3500.717529
	Iteration 21Q: 3 clusters Score -150132.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -150132.640625 Penalty: 3500.717529
	Iteration 22F: 3 clusters Score -150132.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3981 members 
Mstep: Class 3 contains 20297 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27249 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295080 members 
Mstep: Class 8 contains 7734 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159711 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 21170 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10258 members 
Mstep: Class 15 contains 15365 members 
Mstep: Class 16 contains 243 members 
Mstep: Class 17 contains 52694 members 
Mstep: Class 18 contains 128605 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 205013 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 864 members 
Entering Unmasked Estep 
Score: -135789232.000000 Penalty: 78787.804688
Splitting cluster 23 changes total score from -135790496.000000 to -135789232.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3981 members 
Mstep: Class 3 contains 20297 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27249 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295080 members 
Mstep: Class 8 contains 7734 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159711 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 21170 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10258 members 
Mstep: Class 15 contains 15365 members 
Mstep: Class 16 contains 243 members 
Mstep: Class 17 contains 52694 members 
Mstep: Class 18 contains 128605 members 
Mstep: Class 20 contains 205013 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135790832.000000 Penalty: 75362.250000
Iteration 279Q: 23 clusters Score -1.357908e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3982 members 
Mstep: Class 3 contains 20301 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27246 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295098 members 
Mstep: Class 8 contains 7734 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159784 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 21204 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 10248 members 
Mstep: Class 15 contains 15141 members 
Mstep: Class 16 contains 243 members 
Mstep: Class 17 contains 52690 members 
Mstep: Class 18 contains 128758 members 
Mstep: Class 20 contains 204971 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135790976.000000 Penalty: 75362.250000
Iteration 280F: 23 clusters Score -1.35791e+08 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3982 members 
Mstep: Class 3 contains 20306 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27237 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295114 members 
Mstep: Class 8 contains 7734 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 159899 members 
Mstep: Class 11 contains 39459 members 
Mstep: Class 12 contains 21244 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10236 members 
Mstep: Class 15 contains 14925 members 
Mstep: Class 16 contains 243 members 
Mstep: Class 17 contains 52687 members 
Mstep: Class 18 contains 128871 members 
Mstep: Class 20 contains 204922 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135791280.000000 Penalty: 75362.250000
Iteration 281Q: 23 clusters Score -1.357913e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3982 members 
Mstep: Class 3 contains 20314 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27227 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295105 members 
Mstep: Class 8 contains 7735 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 160007 members 
Mstep: Class 11 contains 39460 members 
Mstep: Class 12 contains 21281 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10228 members 
Mstep: Class 15 contains 14758 members 
Mstep: Class 16 contains 243 members 
Mstep: Class 17 contains 52677 members 
Mstep: Class 18 contains 128930 members 
Mstep: Class 20 contains 204913 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135791680.000000 Penalty: 75362.250000
Iteration 282Q: 23 clusters Score -1.357917e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3982 members 
Mstep: Class 3 contains 20319 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27227 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295103 members 
Mstep: Class 8 contains 7735 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 160132 members 
Mstep: Class 11 contains 39463 members 
Mstep: Class 12 contains 21309 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10215 members 
Mstep: Class 15 contains 14643 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 52677 members 
Mstep: Class 18 contains 128946 members 
Mstep: Class 20 contains 204867 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792256.000000 Penalty: 75362.250000
Iteration 283Q: 23 clusters Score -1.357923e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3984 members 
Mstep: Class 3 contains 20335 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27219 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 295050 members 
Mstep: Class 8 contains 7735 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 160338 members 
Mstep: Class 11 contains 39463 members 
Mstep: Class 12 contains 21326 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10206 members 
Mstep: Class 15 contains 14564 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 52667 members 
Mstep: Class 18 contains 128912 members 
Mstep: Class 20 contains 204819 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792448.000000 Penalty: 75362.250000
Iteration 284Q: 23 clusters Score -1.357924e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3985 members 
Mstep: Class 3 contains 20337 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27214 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 294985 members 
Mstep: Class 8 contains 7736 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 160550 members 
Mstep: Class 11 contains 39463 members 
Mstep: Class 12 contains 21337 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10194 members 
Mstep: Class 15 contains 14565 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 52665 members 
Mstep: Class 18 contains 128827 members 
Mstep: Class 20 contains 204760 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792864.000000 Penalty: 75362.250000
Iteration 285Q: 23 clusters Score -1.357929e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3987 members 
Mstep: Class 3 contains 20334 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27211 members 
Mstep: Class 6 contains 2604 members 
Mstep: Class 7 contains 294963 members 
Mstep: Class 8 contains 7737 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 160741 members 
Mstep: Class 11 contains 39456 members 
Mstep: Class 12 contains 21347 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10191 members 
Mstep: Class 15 contains 14562 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 52652 members 
Mstep: Class 18 contains 128732 members 
Mstep: Class 20 contains 204704 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792896.000000 Penalty: 75362.250000
Iteration 286Q: 23 clusters Score -1.357929e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3988 members 
Mstep: Class 3 contains 20339 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27199 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294904 members 
Mstep: Class 8 contains 7740 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 160911 members 
Mstep: Class 11 contains 39455 members 
Mstep: Class 12 contains 21360 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10187 members 
Mstep: Class 15 contains 14578 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 52637 members 
Mstep: Class 18 contains 128650 members 
Mstep: Class 20 contains 204671 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792992.000000 Penalty: 75362.250000
Iteration 287Q: 23 clusters Score -1.35793e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3990 members 
Mstep: Class 3 contains 20325 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27188 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 294864 members 
Mstep: Class 8 contains 7741 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 161086 members 
Mstep: Class 11 contains 39452 members 
Mstep: Class 12 contains 21372 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10181 members 
Mstep: Class 15 contains 14598 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 52631 members 
Mstep: Class 18 contains 128567 members 
Mstep: Class 20 contains 204623 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793408.000000 Penalty: 75362.250000
Iteration 288Q: 23 clusters Score -1.357934e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3991 members 
Mstep: Class 3 contains 20320 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27183 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 294813 members 
Mstep: Class 8 contains 7742 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 161264 members 
Mstep: Class 11 contains 39449 members 
Mstep: Class 12 contains 21384 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10178 members 
Mstep: Class 15 contains 14650 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 52617 members 
Mstep: Class 18 contains 128440 members 
Mstep: Class 20 contains 204585 members 
Mstep: Class 21 contains 566 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793392.000000 Penalty: 75362.250000
Iteration 289Q: 23 clusters Score -1.357934e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3992 members 
Mstep: Class 3 contains 20325 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27171 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 294790 members 
Mstep: Class 8 contains 7744 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 161438 members 
Mstep: Class 11 contains 39448 members 
Mstep: Class 12 contains 21390 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10174 members 
Mstep: Class 15 contains 14679 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52601 members 
Mstep: Class 18 contains 128322 members 
Mstep: Class 20 contains 204543 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793312.000000 Penalty: 75362.250000
Iteration 290Q: 23 clusters Score -1.357933e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3994 members 
Mstep: Class 3 contains 20321 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27161 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 294766 members 
Mstep: Class 8 contains 7747 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 161616 members 
Mstep: Class 11 contains 39446 members 
Mstep: Class 12 contains 21400 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10161 members 
Mstep: Class 15 contains 14727 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52585 members 
Mstep: Class 18 contains 128176 members 
Mstep: Class 20 contains 204517 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793344.000000 Penalty: 75362.250000
Iteration 291Q: 23 clusters Score -1.357933e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3998 members 
Mstep: Class 3 contains 20321 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27155 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 294717 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 161804 members 
Mstep: Class 11 contains 39442 members 
Mstep: Class 12 contains 21419 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10151 members 
Mstep: Class 15 contains 14762 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52575 members 
Mstep: Class 18 contains 128031 members 
Mstep: Class 20 contains 204488 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793392.000000 Penalty: 75362.250000
Iteration 292Q: 23 clusters Score -1.357934e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4000 members 
Mstep: Class 3 contains 20317 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27146 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 294685 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 161976 members 
Mstep: Class 11 contains 39437 members 
Mstep: Class 12 contains 21433 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10138 members 
Mstep: Class 15 contains 14819 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52568 members 
Mstep: Class 18 contains 127874 members 
Mstep: Class 20 contains 204467 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793424.000000 Penalty: 75362.250000
Iteration 293Q: 23 clusters Score -1.357934e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4002 members 
Mstep: Class 3 contains 20313 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27135 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 294681 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 162138 members 
Mstep: Class 11 contains 39434 members 
Mstep: Class 12 contains 21436 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10126 members 
Mstep: Class 15 contains 14856 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52558 members 
Mstep: Class 18 contains 127716 members 
Mstep: Class 20 contains 204465 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793504.000000 Penalty: 75362.250000
Iteration 294Q: 23 clusters Score -1.357935e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4002 members 
Mstep: Class 3 contains 20326 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27128 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 294668 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 162315 members 
Mstep: Class 11 contains 39432 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10118 members 
Mstep: Class 15 contains 14879 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52557 members 
Mstep: Class 18 contains 127543 members 
Mstep: Class 20 contains 204454 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793520.000000 Penalty: 75362.250000
Iteration 295Q: 23 clusters Score -1.357935e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4002 members 
Mstep: Class 3 contains 20330 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27115 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 294664 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 162517 members 
Mstep: Class 11 contains 39433 members 
Mstep: Class 12 contains 21445 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10115 members 
Mstep: Class 15 contains 14899 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52553 members 
Mstep: Class 18 contains 127350 members 
Mstep: Class 20 contains 204437 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793456.000000 Penalty: 75362.250000
Iteration 296Q: 23 clusters Score -1.357935e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4002 members 
Mstep: Class 3 contains 20326 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27112 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 294634 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 162721 members 
Mstep: Class 11 contains 39433 members 
Mstep: Class 12 contains 21445 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10108 members 
Mstep: Class 15 contains 14913 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52556 members 
Mstep: Class 18 contains 127196 members 
Mstep: Class 20 contains 204413 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793504.000000 Penalty: 75362.250000
Iteration 297Q: 23 clusters Score -1.357935e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4002 members 
Mstep: Class 3 contains 20333 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27111 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 294625 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 162907 members 
Mstep: Class 11 contains 39431 members 
Mstep: Class 12 contains 21450 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 14919 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52557 members 
Mstep: Class 18 contains 127032 members 
Mstep: Class 20 contains 204395 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793376.000000 Penalty: 75362.250000
Iteration 298Q: 23 clusters Score -1.357934e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4002 members 
Mstep: Class 3 contains 20330 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27104 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 294626 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 163099 members 
Mstep: Class 11 contains 39430 members 
Mstep: Class 12 contains 21447 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10093 members 
Mstep: Class 15 contains 14934 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52558 members 
Mstep: Class 18 contains 126842 members 
Mstep: Class 20 contains 204394 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793424.000000 Penalty: 75362.250000
Iteration 299Q: 23 clusters Score -1.357934e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4002 members 
Mstep: Class 3 contains 20330 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27098 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 294637 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 163288 members 
Mstep: Class 11 contains 39429 members 
Mstep: Class 12 contains 21443 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10089 members 
Mstep: Class 15 contains 14946 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52556 members 
Mstep: Class 18 contains 126660 members 
Mstep: Class 20 contains 204381 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793264.000000 Penalty: 75362.250000
Iteration 300F: 23 clusters Score -1.357933e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4003 members 
Mstep: Class 3 contains 20330 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27092 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 294648 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 163450 members 
Mstep: Class 11 contains 39431 members 
Mstep: Class 12 contains 21442 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10077 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52559 members 
Mstep: Class 18 contains 126481 members 
Mstep: Class 20 contains 204393 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793216.000000 Penalty: 75362.250000
Iteration 301Q: 23 clusters Score -1.357932e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 20333 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27095 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294683 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 163612 members 
Mstep: Class 11 contains 39429 members 
Mstep: Class 12 contains 21433 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10068 members 
Mstep: Class 15 contains 14967 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52559 members 
Mstep: Class 18 contains 126279 members 
Mstep: Class 20 contains 204396 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793184.000000 Penalty: 75362.250000
Iteration 302Q: 23 clusters Score -1.357932e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 20341 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27098 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294685 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 163749 members 
Mstep: Class 11 contains 39426 members 
Mstep: Class 12 contains 21433 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 14978 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52564 members 
Mstep: Class 18 contains 126108 members 
Mstep: Class 20 contains 204409 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793216.000000 Penalty: 75362.250000
Iteration 303Q: 23 clusters Score -1.357932e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 20342 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27091 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294696 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 163858 members 
Mstep: Class 11 contains 39425 members 
Mstep: Class 12 contains 21431 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10052 members 
Mstep: Class 15 contains 15002 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52569 members 
Mstep: Class 18 contains 125983 members 
Mstep: Class 20 contains 204402 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793136.000000 Penalty: 75362.250000
Iteration 304Q: 23 clusters Score -1.357931e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 20339 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27089 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294708 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 163965 members 
Mstep: Class 11 contains 39425 members 
Mstep: Class 12 contains 21428 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10047 members 
Mstep: Class 15 contains 15017 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52572 members 
Mstep: Class 18 contains 125867 members 
Mstep: Class 20 contains 204393 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793168.000000 Penalty: 75362.250000
Iteration 305Q: 23 clusters Score -1.357932e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 20340 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27086 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294732 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 164033 members 
Mstep: Class 11 contains 39425 members 
Mstep: Class 12 contains 21433 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10047 members 
Mstep: Class 15 contains 15027 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52566 members 
Mstep: Class 18 contains 125762 members 
Mstep: Class 20 contains 204399 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793104.000000 Penalty: 75362.250000
Iteration 306Q: 23 clusters Score -1.357931e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 20343 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27086 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294728 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 164110 members 
Mstep: Class 11 contains 39425 members 
Mstep: Class 12 contains 21442 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10046 members 
Mstep: Class 15 contains 15035 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52561 members 
Mstep: Class 18 contains 125665 members 
Mstep: Class 20 contains 204409 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793040.000000 Penalty: 75362.250000
Iteration 307Q: 23 clusters Score -1.35793e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4011 members 
Mstep: Class 3 contains 20339 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27080 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294735 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 164172 members 
Mstep: Class 11 contains 39424 members 
Mstep: Class 12 contains 21440 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10048 members 
Mstep: Class 15 contains 15036 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52556 members 
Mstep: Class 18 contains 125608 members 
Mstep: Class 20 contains 204411 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793152.000000 Penalty: 75362.250000
Iteration 308Q: 23 clusters Score -1.357932e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4011 members 
Mstep: Class 3 contains 20338 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27074 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294739 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 164235 members 
Mstep: Class 11 contains 39423 members 
Mstep: Class 12 contains 21442 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10039 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52559 members 
Mstep: Class 18 contains 125551 members 
Mstep: Class 20 contains 204409 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793104.000000 Penalty: 75362.250000
Iteration 309Q: 23 clusters Score -1.357931e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4011 members 
Mstep: Class 3 contains 20337 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27074 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294729 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 164320 members 
Mstep: Class 11 contains 39423 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 15036 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52561 members 
Mstep: Class 18 contains 125477 members 
Mstep: Class 20 contains 204418 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793184.000000 Penalty: 75362.250000
Iteration 310Q: 23 clusters Score -1.357932e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4011 members 
Mstep: Class 3 contains 20339 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27073 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294705 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 164419 members 
Mstep: Class 11 contains 39422 members 
Mstep: Class 12 contains 21444 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10033 members 
Mstep: Class 15 contains 15035 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52561 members 
Mstep: Class 18 contains 125390 members 
Mstep: Class 20 contains 204428 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793136.000000 Penalty: 75362.250000
Iteration 311Q: 23 clusters Score -1.357931e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4011 members 
Mstep: Class 3 contains 20343 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27075 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294677 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 164522 members 
Mstep: Class 11 contains 39422 members 
Mstep: Class 12 contains 21439 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10032 members 
Mstep: Class 15 contains 15037 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52562 members 
Mstep: Class 18 contains 125310 members 
Mstep: Class 20 contains 204430 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793104.000000 Penalty: 75362.250000
Iteration 312Q: 23 clusters Score -1.357931e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4012 members 
Mstep: Class 3 contains 20347 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27078 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294675 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 164602 members 
Mstep: Class 11 contains 39422 members 
Mstep: Class 12 contains 21434 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10029 members 
Mstep: Class 15 contains 15038 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52563 members 
Mstep: Class 18 contains 125232 members 
Mstep: Class 20 contains 204428 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793216.000000 Penalty: 75362.250000
Iteration 313Q: 23 clusters Score -1.357932e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4012 members 
Mstep: Class 3 contains 20346 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27076 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294672 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 164711 members 
Mstep: Class 11 contains 39420 members 
Mstep: Class 12 contains 21429 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 15037 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52563 members 
Mstep: Class 18 contains 125140 members 
Mstep: Class 20 contains 204430 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793296.000000 Penalty: 75362.250000
Iteration 314Q: 23 clusters Score -1.357933e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4012 members 
Mstep: Class 3 contains 20349 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27077 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294683 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 164792 members 
Mstep: Class 11 contains 39420 members 
Mstep: Class 12 contains 21420 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10019 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52563 members 
Mstep: Class 18 contains 125051 members 
Mstep: Class 20 contains 204434 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793328.000000 Penalty: 75362.250000
Iteration 315Q: 23 clusters Score -1.357933e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4012 members 
Mstep: Class 3 contains 20352 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27083 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294682 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 164878 members 
Mstep: Class 11 contains 39420 members 
Mstep: Class 12 contains 21413 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10021 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52561 members 
Mstep: Class 18 contains 124970 members 
Mstep: Class 20 contains 204428 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793344.000000 Penalty: 75362.250000
Iteration 316Q: 23 clusters Score -1.357933e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4013 members 
Mstep: Class 3 contains 20357 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27090 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294678 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 164923 members 
Mstep: Class 11 contains 39420 members 
Mstep: Class 12 contains 21411 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10021 members 
Mstep: Class 15 contains 15038 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52563 members 
Mstep: Class 18 contains 124919 members 
Mstep: Class 20 contains 204427 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793440.000000 Penalty: 75362.250000
Iteration 317Q: 23 clusters Score -1.357934e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4012 members 
Mstep: Class 3 contains 20360 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27089 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294679 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 164963 members 
Mstep: Class 11 contains 39420 members 
Mstep: Class 12 contains 21408 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 15042 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52564 members 
Mstep: Class 18 contains 124870 members 
Mstep: Class 20 contains 204431 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793424.000000 Penalty: 75362.250000
Iteration 318Q: 23 clusters Score -1.357934e+08 nChanged 215
Entering ConstructFrom: 
Score: -135793424.000000 Penalty: 75362.250000
Entering ConstructFrom: 
Trying to split cluster 1 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -55534.109375 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -55534.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54112.695312 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -54112.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -54310.484375 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -54310.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -54367.812500 Penalty: 3050.698975
	Iteration 2Q: 3 clusters Score -54367.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -54387.542969 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -54387.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -54395.734375 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -54395.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -54409.496094 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -54409.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -54416.277344 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -54416.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -54418.218750 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -54418.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -54422.882812 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -54422.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -54426.222656 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -54426.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -54426.222656 Penalty: 3050.698975
	Iteration 10F: 3 clusters Score -54426.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Entering Unmasked Estep 
Score: -516205.593750 Penalty: 2057.729004
	Iteration 0F: 2 clusters Score -516205.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -512301.031250 Penalty: 4115.458008
	Iteration 0F: 3 clusters Score -512301 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -513231.875000 Penalty: 4115.458008
	Iteration 1F: 3 clusters Score -513231.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -513458.187500 Penalty: 4115.458008
	Iteration 2F: 3 clusters Score -513458.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -513590.812500 Penalty: 4115.458008
	Iteration 3F: 3 clusters Score -513590.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -513701.812500 Penalty: 4115.458008
	Iteration 4Q: 3 clusters Score -513701.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -513807.531250 Penalty: 4115.458008
	Iteration 5Q: 3 clusters Score -513807.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -513919.531250 Penalty: 4115.458008
	Iteration 6Q: 3 clusters Score -513919.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -514049.156250 Penalty: 4115.458008
	Iteration 7Q: 3 clusters Score -514049.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -514178.437500 Penalty: 4115.458008
	Iteration 8Q: 3 clusters Score -514178.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -514353.375000 Penalty: 4115.458008
	Iteration 9Q: 3 clusters Score -514353.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -514576.250000 Penalty: 4115.458008
	Iteration 10Q: 3 clusters Score -514576.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -514783.218750 Penalty: 4115.458008
	Iteration 11Q: 3 clusters Score -514783.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -514927.031250 Penalty: 4115.458008
	Iteration 12Q: 3 clusters Score -514927 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -514995.343750 Penalty: 4115.458008
	Iteration 13Q: 3 clusters Score -514995.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -515027.437500 Penalty: 4115.458008
	Iteration 14Q: 3 clusters Score -515027.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -515057.812500 Penalty: 4115.458008
	Iteration 15Q: 3 clusters Score -515057.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -515082.343750 Penalty: 4115.458008
	Iteration 16Q: 3 clusters Score -515082.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -515117.000000 Penalty: 4115.458008
	Iteration 17Q: 3 clusters Score -515117 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -515156.968750 Penalty: 4115.458008
	Iteration 18Q: 3 clusters Score -515157 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -515216.906250 Penalty: 4115.458008
	Iteration 19Q: 3 clusters Score -515216.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -515287.031250 Penalty: 4115.458008
	Iteration 20F: 3 clusters Score -515287 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -515395.531250 Penalty: 4115.458008
	Iteration 21Q: 3 clusters Score -515395.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -515537.250000 Penalty: 4115.458008
	Iteration 22Q: 3 clusters Score -515537.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -515722.375000 Penalty: 4115.458008
	Iteration 23Q: 3 clusters Score -515722.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -515963.218750 Penalty: 4115.458008
	Iteration 24Q: 3 clusters Score -515963.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -516241.281250 Penalty: 4115.458008
	Iteration 25Q: 3 clusters Score -516241.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -516488.437500 Penalty: 4115.458008
	Iteration 26Q: 3 clusters Score -516488.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -516634.937500 Penalty: 4115.458008
	Iteration 27Q: 3 clusters Score -516634.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -516681.625000 Penalty: 4115.458008
	Iteration 28Q: 3 clusters Score -516681.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -516701.187500 Penalty: 4115.458008
	Iteration 29Q: 3 clusters Score -516701.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -516708.062500 Penalty: 4115.458008
	Iteration 30Q: 3 clusters Score -516708.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -516709.656250 Penalty: 4115.458008
	Iteration 31Q: 3 clusters Score -516709.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -516709.968750 Penalty: 4115.458008
	Iteration 32Q: 3 clusters Score -516710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -516712.031250 Penalty: 4115.458008
	Iteration 33F: 3 clusters Score -516712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -516718.531250 Penalty: 4115.458008
	Iteration 34Q: 3 clusters Score -516718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -516718.968750 Penalty: 4115.458008
	Iteration 35Q: 3 clusters Score -516719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -516719.937500 Penalty: 4115.458008
	Iteration 36Q: 3 clusters Score -516719.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -516720.062500 Penalty: 4115.458008
	Iteration 37Q: 3 clusters Score -516720.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -516720.062500 Penalty: 4115.458008
	Iteration 38F: 3 clusters Score -516720.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1004 members 
Mstep: Class 3 contains 20364 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27088 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294682 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165033 members 
Mstep: Class 11 contains 39419 members 
Mstep: Class 12 contains 21407 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10021 members 
Mstep: Class 15 contains 15043 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52561 members 
Mstep: Class 18 contains 124800 members 
Mstep: Class 19 contains 3009 members 
Mstep: Class 20 contains 204429 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
Score: -135792496.000000 Penalty: 78787.804688
Splitting cluster 2 changes total score from -135793424.000000 to -135792496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (20364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Entering Unmasked Estep 
Score: -2853107.250000 Penalty: 2460.538086
	Iteration 0F: 2 clusters Score -2853107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2838772.000000 Penalty: 4921.076172
	Iteration 0F: 3 clusters Score -2838772 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2843377.750000 Penalty: 4921.076172
	Iteration 1F: 3 clusters Score -2843378 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2843678.500000 Penalty: 4921.076172
	Iteration 2Q: 3 clusters Score -2843678 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2843925.500000 Penalty: 4921.076172
	Iteration 3Q: 3 clusters Score -2843926 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2844118.250000 Penalty: 4921.076172
	Iteration 4Q: 3 clusters Score -2844118 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2844313.250000 Penalty: 4921.076172
	Iteration 5Q: 3 clusters Score -2844313 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2844509.000000 Penalty: 4921.076172
	Iteration 6Q: 3 clusters Score -2844509 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2844755.500000 Penalty: 4921.076172
	Iteration 7Q: 3 clusters Score -2844756 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2845107.500000 Penalty: 4921.076172
	Iteration 8Q: 3 clusters Score -2845108 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2845495.750000 Penalty: 4921.076172
	Iteration 9Q: 3 clusters Score -2845496 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2845988.750000 Penalty: 4921.076172
	Iteration 10Q: 3 clusters Score -2845989 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2846612.000000 Penalty: 4921.076172
	Iteration 11F: 3 clusters Score -2846612 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2847407.250000 Penalty: 4921.076172
	Iteration 12F: 3 clusters Score -2847407 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2848331.500000 Penalty: 4921.076172
	Iteration 13F: 3 clusters Score -2848332 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2849137.500000 Penalty: 4921.076172
	Iteration 14F: 3 clusters Score -2849138 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2849650.750000 Penalty: 4921.076172
	Iteration 15Q: 3 clusters Score -2849651 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2849865.500000 Penalty: 4921.076172
	Iteration 16Q: 3 clusters Score -2849866 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2849989.500000 Penalty: 4921.076172
	Iteration 17Q: 3 clusters Score -2849990 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2850074.250000 Penalty: 4921.076172
	Iteration 18Q: 3 clusters Score -2850074 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2850150.250000 Penalty: 4921.076172
	Iteration 19Q: 3 clusters Score -2850150 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2850235.750000 Penalty: 4921.076172
	Iteration 20F: 3 clusters Score -2850236 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2850295.250000 Penalty: 4921.076172
	Iteration 21Q: 3 clusters Score -2850295 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2850340.250000 Penalty: 4921.076172
	Iteration 22Q: 3 clusters Score -2850340 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2850386.750000 Penalty: 4921.076172
	Iteration 23Q: 3 clusters Score -2850387 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2850427.500000 Penalty: 4921.076172
	Iteration 24Q: 3 clusters Score -2850428 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2850478.500000 Penalty: 4921.076172
	Iteration 25Q: 3 clusters Score -2850478 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2850526.750000 Penalty: 4921.076172
	Iteration 26Q: 3 clusters Score -2850527 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2850573.750000 Penalty: 4921.076172
	Iteration 27Q: 3 clusters Score -2850574 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2850616.750000 Penalty: 4921.076172
	Iteration 28Q: 3 clusters Score -2850617 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2850651.750000 Penalty: 4921.076172
	Iteration 29Q: 3 clusters Score -2850652 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2850681.750000 Penalty: 4921.076172
	Iteration 30Q: 3 clusters Score -2850682 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2850698.000000 Penalty: 4921.076172
	Iteration 31Q: 3 clusters Score -2850698 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2850723.500000 Penalty: 4921.076172
	Iteration 32Q: 3 clusters Score -2850724 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2850740.750000 Penalty: 4921.076172
	Iteration 33Q: 3 clusters Score -2850741 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2850774.500000 Penalty: 4921.076172
	Iteration 34Q: 3 clusters Score -2850774 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2850812.000000 Penalty: 4921.076172
	Iteration 35Q: 3 clusters Score -2850812 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2850826.750000 Penalty: 4921.076172
	Iteration 36Q: 3 clusters Score -2850827 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2850863.500000 Penalty: 4921.076172
	Iteration 37Q: 3 clusters Score -2850864 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2850885.750000 Penalty: 4921.076172
	Iteration 38Q: 3 clusters Score -2850886 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2850916.500000 Penalty: 4921.076172
	Iteration 39Q: 3 clusters Score -2850916 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2850927.000000 Penalty: 4921.076172
	Iteration 40F: 3 clusters Score -2850927 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2850949.500000 Penalty: 4921.076172
	Iteration 41Q: 3 clusters Score -2850950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2850970.500000 Penalty: 4921.076172
	Iteration 42Q: 3 clusters Score -2850970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2850980.250000 Penalty: 4921.076172
	Iteration 43Q: 3 clusters Score -2850980 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2850997.000000 Penalty: 4921.076172
	Iteration 44Q: 3 clusters Score -2850997 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2851016.250000 Penalty: 4921.076172
	Iteration 45Q: 3 clusters Score -2851016 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2851025.000000 Penalty: 4921.076172
	Iteration 46Q: 3 clusters Score -2851025 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2851035.500000 Penalty: 4921.076172
	Iteration 47Q: 3 clusters Score -2851036 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2851062.750000 Penalty: 4921.076172
	Iteration 48Q: 3 clusters Score -2851063 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2851079.750000 Penalty: 4921.076172
	Iteration 49Q: 3 clusters Score -2851080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2851091.500000 Penalty: 4921.076172
	Iteration 50Q: 3 clusters Score -2851092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2851105.000000 Penalty: 4921.076172
	Iteration 51Q: 3 clusters Score -2851105 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2851120.750000 Penalty: 4921.076172
	Iteration 52Q: 3 clusters Score -2851121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2851117.500000 Penalty: 4921.076172
	Iteration 53Q: 3 clusters Score -2851118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2851134.500000 Penalty: 4921.076172
	Iteration 54Q: 3 clusters Score -2851134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2851137.500000 Penalty: 4921.076172
	Iteration 55Q: 3 clusters Score -2851138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2851148.000000 Penalty: 4921.076172
	Iteration 56Q: 3 clusters Score -2851148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2851155.500000 Penalty: 4921.076172
	Iteration 57Q: 3 clusters Score -2851156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2851152.250000 Penalty: 4921.076172
	Iteration 58Q: 3 clusters Score -2851152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2851162.500000 Penalty: 4921.076172
	Iteration 59Q: 3 clusters Score -2851162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2851169.750000 Penalty: 4921.076172
	Iteration 60F: 3 clusters Score -2851170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2851177.750000 Penalty: 4921.076172
	Iteration 61Q: 3 clusters Score -2851178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2851171.750000 Penalty: 4921.076172
	Iteration 62Q: 3 clusters Score -2851172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2851182.250000 Penalty: 4921.076172
	Iteration 63Q: 3 clusters Score -2851182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2851185.000000 Penalty: 4921.076172
	Iteration 64Q: 3 clusters Score -2851185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2851183.000000 Penalty: 4921.076172
	Iteration 65Q: 3 clusters Score -2851183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2851187.250000 Penalty: 4921.076172
	Iteration 66Q: 3 clusters Score -2851187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2851199.750000 Penalty: 4921.076172
	Iteration 67Q: 3 clusters Score -2851200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2851199.500000 Penalty: 4921.076172
	Iteration 68Q: 3 clusters Score -2851200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2851202.750000 Penalty: 4921.076172
	Iteration 69Q: 3 clusters Score -2851203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2851209.250000 Penalty: 4921.076172
	Iteration 70Q: 3 clusters Score -2851209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2851216.250000 Penalty: 4921.076172
	Iteration 71Q: 3 clusters Score -2851216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2851220.250000 Penalty: 4921.076172
	Iteration 72Q: 3 clusters Score -2851220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2851214.250000 Penalty: 4921.076172
	Iteration 73Q: 3 clusters Score -2851214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2851221.250000 Penalty: 4921.076172
	Iteration 74Q: 3 clusters Score -2851221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2851224.750000 Penalty: 4921.076172
	Iteration 75Q: 3 clusters Score -2851225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2851225.250000 Penalty: 4921.076172
	Iteration 76Q: 3 clusters Score -2851225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2851225.000000 Penalty: 4921.076172
	Iteration 77Q: 3 clusters Score -2851225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2851232.000000 Penalty: 4921.076172
	Iteration 78Q: 3 clusters Score -2851232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2851233.750000 Penalty: 4921.076172
	Iteration 79Q: 3 clusters Score -2851234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2851228.000000 Penalty: 4921.076172
	Iteration 80F: 3 clusters Score -2851228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2851232.750000 Penalty: 4921.076172
	Iteration 81Q: 3 clusters Score -2851233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2851235.000000 Penalty: 4921.076172
	Iteration 82Q: 3 clusters Score -2851235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2851236.500000 Penalty: 4921.076172
	Iteration 83Q: 3 clusters Score -2851236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2851240.250000 Penalty: 4921.076172
	Iteration 84Q: 3 clusters Score -2851240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2851245.250000 Penalty: 4921.076172
	Iteration 85Q: 3 clusters Score -2851245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2851247.500000 Penalty: 4921.076172
	Iteration 86Q: 3 clusters Score -2851248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2851247.000000 Penalty: 4921.076172
	Iteration 87Q: 3 clusters Score -2851247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2851245.500000 Penalty: 4921.076172
	Iteration 88Q: 3 clusters Score -2851246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2851245.500000 Penalty: 4921.076172
	Iteration 89F: 3 clusters Score -2851246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Entering Unmasked Estep 
Score: -485450.656250 Penalty: 2038.058716
	Iteration 0F: 2 clusters Score -485450.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -481775.812500 Penalty: 4076.117432
	Iteration 0F: 3 clusters Score -481775.8 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -482555.187500 Penalty: 4076.117432
	Iteration 1F: 3 clusters Score -482555.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -482764.375000 Penalty: 4076.117432
	Iteration 2F: 3 clusters Score -482764.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -482873.218750 Penalty: 4076.117432
	Iteration 3F: 3 clusters Score -482873.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -482933.687500 Penalty: 4076.117432
	Iteration 4Q: 3 clusters Score -482933.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -482965.343750 Penalty: 4076.117432
	Iteration 5Q: 3 clusters Score -482965.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -482992.343750 Penalty: 4076.117432
	Iteration 6Q: 3 clusters Score -482992.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -483011.625000 Penalty: 4076.117432
	Iteration 7Q: 3 clusters Score -483011.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -483031.968750 Penalty: 4076.117432
	Iteration 8Q: 3 clusters Score -483032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -483053.531250 Penalty: 4076.117432
	Iteration 9Q: 3 clusters Score -483053.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -483067.437500 Penalty: 4076.117432
	Iteration 10Q: 3 clusters Score -483067.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -483079.156250 Penalty: 4076.117432
	Iteration 11Q: 3 clusters Score -483079.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -483094.156250 Penalty: 4076.117432
	Iteration 12Q: 3 clusters Score -483094.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -483115.312500 Penalty: 4076.117432
	Iteration 13Q: 3 clusters Score -483115.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -483138.250000 Penalty: 4076.117432
	Iteration 14Q: 3 clusters Score -483138.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -483159.187500 Penalty: 4076.117432
	Iteration 15Q: 3 clusters Score -483159.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -483181.312500 Penalty: 4076.117432
	Iteration 16Q: 3 clusters Score -483181.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -483207.093750 Penalty: 4076.117432
	Iteration 17Q: 3 clusters Score -483207.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -483227.562500 Penalty: 4076.117432
	Iteration 18Q: 3 clusters Score -483227.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -483249.312500 Penalty: 4076.117432
	Iteration 19Q: 3 clusters Score -483249.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -483266.437500 Penalty: 4076.117432
	Iteration 20F: 3 clusters Score -483266.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -483283.781250 Penalty: 4076.117432
	Iteration 21Q: 3 clusters Score -483283.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -483299.062500 Penalty: 4076.117432
	Iteration 22Q: 3 clusters Score -483299.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -483314.250000 Penalty: 4076.117432
	Iteration 23Q: 3 clusters Score -483314.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -483331.000000 Penalty: 4076.117432
	Iteration 24Q: 3 clusters Score -483331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -483341.750000 Penalty: 4076.117432
	Iteration 25Q: 3 clusters Score -483341.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -483349.468750 Penalty: 4076.117432
	Iteration 26Q: 3 clusters Score -483349.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -483362.687500 Penalty: 4076.117432
	Iteration 27Q: 3 clusters Score -483362.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -483373.625000 Penalty: 4076.117432
	Iteration 28Q: 3 clusters Score -483373.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -483384.937500 Penalty: 4076.117432
	Iteration 29Q: 3 clusters Score -483384.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -483393.812500 Penalty: 4076.117432
	Iteration 30Q: 3 clusters Score -483393.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -483401.281250 Penalty: 4076.117432
	Iteration 31Q: 3 clusters Score -483401.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -483408.968750 Penalty: 4076.117432
	Iteration 32Q: 3 clusters Score -483409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -483416.656250 Penalty: 4076.117432
	Iteration 33Q: 3 clusters Score -483416.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -483424.593750 Penalty: 4076.117432
	Iteration 34Q: 3 clusters Score -483424.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -483428.968750 Penalty: 4076.117432
	Iteration 35Q: 3 clusters Score -483429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -483434.437500 Penalty: 4076.117432
	Iteration 36Q: 3 clusters Score -483434.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -483441.593750 Penalty: 4076.117432
	Iteration 37Q: 3 clusters Score -483441.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -483446.937500 Penalty: 4076.117432
	Iteration 38Q: 3 clusters Score -483446.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -483452.593750 Penalty: 4076.117432
	Iteration 39Q: 3 clusters Score -483452.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -483457.468750 Penalty: 4076.117432
	Iteration 40F: 3 clusters Score -483457.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -483461.156250 Penalty: 4076.117432
	Iteration 41Q: 3 clusters Score -483461.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -483463.375000 Penalty: 4076.117432
	Iteration 42Q: 3 clusters Score -483463.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -483467.281250 Penalty: 4076.117432
	Iteration 43Q: 3 clusters Score -483467.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -483477.093750 Penalty: 4076.117432
	Iteration 44Q: 3 clusters Score -483477.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -483486.812500 Penalty: 4076.117432
	Iteration 45Q: 3 clusters Score -483486.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -483498.437500 Penalty: 4076.117432
	Iteration 46Q: 3 clusters Score -483498.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -483507.031250 Penalty: 4076.117432
	Iteration 47Q: 3 clusters Score -483507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -483514.500000 Penalty: 4076.117432
	Iteration 48Q: 3 clusters Score -483514.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -483521.281250 Penalty: 4076.117432
	Iteration 49Q: 3 clusters Score -483521.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -483527.906250 Penalty: 4076.117432
	Iteration 50Q: 3 clusters Score -483527.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -483536.875000 Penalty: 4076.117432
	Iteration 51Q: 3 clusters Score -483536.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -483544.718750 Penalty: 4076.117432
	Iteration 52Q: 3 clusters Score -483544.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -483554.000000 Penalty: 4076.117432
	Iteration 53Q: 3 clusters Score -483554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -483558.437500 Penalty: 4076.117432
	Iteration 54Q: 3 clusters Score -483558.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -483561.750000 Penalty: 4076.117432
	Iteration 55Q: 3 clusters Score -483561.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -483563.593750 Penalty: 4076.117432
	Iteration 56Q: 3 clusters Score -483563.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -483563.125000 Penalty: 4076.117432
	Iteration 57Q: 3 clusters Score -483563.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -483564.812500 Penalty: 4076.117432
	Iteration 58Q: 3 clusters Score -483564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -483564.812500 Penalty: 4076.117432
	Iteration 59Q: 3 clusters Score -483564.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -483567.718750 Penalty: 4076.117432
	Iteration 60F: 3 clusters Score -483567.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -483567.000000 Penalty: 4076.117432
	Iteration 61Q: 3 clusters Score -483567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -483567.000000 Penalty: 4076.117432
	Iteration 62F: 3 clusters Score -483567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Entering Unmasked Estep 
Score: -3790350.000000 Penalty: 2531.297852
	Iteration 0F: 2 clusters Score -3790350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3771783.750000 Penalty: 5062.595703
	Iteration 0F: 3 clusters Score -3771784 nChanged 12122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3778193.250000 Penalty: 5062.595703
	Iteration 1F: 3 clusters Score -3778193 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -3778641.750000 Penalty: 5062.595703
	Iteration 2Q: 3 clusters Score -3778642 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3779011.750000 Penalty: 5062.595703
	Iteration 3Q: 3 clusters Score -3779012 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -3779372.250000 Penalty: 5062.595703
	Iteration 4Q: 3 clusters Score -3779372 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3779730.000000 Penalty: 5062.595703
	Iteration 5Q: 3 clusters Score -3779730 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -3780248.000000 Penalty: 5062.595703
	Iteration 6Q: 3 clusters Score -3780248 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -3780955.000000 Penalty: 5062.595703
	Iteration 7Q: 3 clusters Score -3780955 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -3781905.250000 Penalty: 5062.595703
	Iteration 8F: 3 clusters Score -3781905 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -3783251.250000 Penalty: 5062.595703
	Iteration 9F: 3 clusters Score -3783251 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3784908.250000 Penalty: 5062.595703
	Iteration 10F: 3 clusters Score -3784908 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3786399.250000 Penalty: 5062.595703
	Iteration 11F: 3 clusters Score -3786399 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3787422.500000 Penalty: 5062.595703
	Iteration 12Q: 3 clusters Score -3787422 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3788045.750000 Penalty: 5062.595703
	Iteration 13Q: 3 clusters Score -3788046 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3788324.750000 Penalty: 5062.595703
	Iteration 14Q: 3 clusters Score -3788325 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3788432.000000 Penalty: 5062.595703
	Iteration 15Q: 3 clusters Score -3788432 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3788507.250000 Penalty: 5062.595703
	Iteration 16Q: 3 clusters Score -3788507 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3788546.000000 Penalty: 5062.595703
	Iteration 17Q: 3 clusters Score -3788546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3788560.250000 Penalty: 5062.595703
	Iteration 18Q: 3 clusters Score -3788560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3788564.750000 Penalty: 5062.595703
	Iteration 19Q: 3 clusters Score -3788565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3788578.000000 Penalty: 5062.595703
	Iteration 20F: 3 clusters Score -3788578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3788580.750000 Penalty: 5062.595703
	Iteration 21Q: 3 clusters Score -3788581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3788585.750000 Penalty: 5062.595703
	Iteration 22Q: 3 clusters Score -3788586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3788596.000000 Penalty: 5062.595703
	Iteration 23Q: 3 clusters Score -3788596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3788613.250000 Penalty: 5062.595703
	Iteration 24Q: 3 clusters Score -3788613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3788617.250000 Penalty: 5062.595703
	Iteration 25Q: 3 clusters Score -3788617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3788625.500000 Penalty: 5062.595703
	Iteration 26Q: 3 clusters Score -3788626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3788634.750000 Penalty: 5062.595703
	Iteration 27Q: 3 clusters Score -3788635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3788643.250000 Penalty: 5062.595703
	Iteration 28Q: 3 clusters Score -3788643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3788636.000000 Penalty: 5062.595703
	Iteration 29Q: 3 clusters Score -3788636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3788645.750000 Penalty: 5062.595703
	Iteration 30Q: 3 clusters Score -3788646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3788643.250000 Penalty: 5062.595703
	Iteration 31Q: 3 clusters Score -3788643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3788641.250000 Penalty: 5062.595703
	Iteration 32Q: 3 clusters Score -3788641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3788644.750000 Penalty: 5062.595703
	Iteration 33Q: 3 clusters Score -3788645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3788646.250000 Penalty: 5062.595703
	Iteration 34Q: 3 clusters Score -3788646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3788648.500000 Penalty: 5062.595703
	Iteration 35Q: 3 clusters Score -3788648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3788648.500000 Penalty: 5062.595703
	Iteration 36F: 3 clusters Score -3788648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -364349.343750 Penalty: 1950.280884
	Iteration 0F: 2 clusters Score -364349.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -361282.343750 Penalty: 3900.561768
	Iteration 0F: 3 clusters Score -361282.3 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -361822.062500 Penalty: 3900.561768
	Iteration 1F: 3 clusters Score -361822.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -361974.593750 Penalty: 3900.561768
	Iteration 2F: 3 clusters Score -361974.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -362055.031250 Penalty: 3900.561768
	Iteration 3Q: 3 clusters Score -362055 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -362104.468750 Penalty: 3900.561768
	Iteration 4Q: 3 clusters Score -362104.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -362144.468750 Penalty: 3900.561768
	Iteration 5Q: 3 clusters Score -362144.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -362167.156250 Penalty: 3900.561768
	Iteration 6Q: 3 clusters Score -362167.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -362184.187500 Penalty: 3900.561768
	Iteration 7Q: 3 clusters Score -362184.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -362197.625000 Penalty: 3900.561768
	Iteration 8Q: 3 clusters Score -362197.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -362211.625000 Penalty: 3900.561768
	Iteration 9Q: 3 clusters Score -362211.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -362221.937500 Penalty: 3900.561768
	Iteration 10Q: 3 clusters Score -362221.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -362233.875000 Penalty: 3900.561768
	Iteration 11Q: 3 clusters Score -362233.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -362243.531250 Penalty: 3900.561768
	Iteration 12Q: 3 clusters Score -362243.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -362252.312500 Penalty: 3900.561768
	Iteration 13Q: 3 clusters Score -362252.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -362262.250000 Penalty: 3900.561768
	Iteration 14Q: 3 clusters Score -362262.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -362273.937500 Penalty: 3900.561768
	Iteration 15Q: 3 clusters Score -362273.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -362283.718750 Penalty: 3900.561768
	Iteration 16Q: 3 clusters Score -362283.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -362290.781250 Penalty: 3900.561768
	Iteration 17Q: 3 clusters Score -362290.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -362294.906250 Penalty: 3900.561768
	Iteration 18Q: 3 clusters Score -362294.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -362299.437500 Penalty: 3900.561768
	Iteration 19Q: 3 clusters Score -362299.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -362303.312500 Penalty: 3900.561768
	Iteration 20F: 3 clusters Score -362303.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -362305.625000 Penalty: 3900.561768
	Iteration 21Q: 3 clusters Score -362305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -362306.375000 Penalty: 3900.561768
	Iteration 22Q: 3 clusters Score -362306.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -362306.562500 Penalty: 3900.561768
	Iteration 23Q: 3 clusters Score -362306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -362307.718750 Penalty: 3900.561768
	Iteration 24Q: 3 clusters Score -362307.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -362309.375000 Penalty: 3900.561768
	Iteration 25Q: 3 clusters Score -362309.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -362309.843750 Penalty: 3900.561768
	Iteration 26Q: 3 clusters Score -362309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -362310.593750 Penalty: 3900.561768
	Iteration 27Q: 3 clusters Score -362310.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -362310.593750 Penalty: 3900.561768
	Iteration 28F: 3 clusters Score -362310.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (294682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294682 members 
Entering Unmasked Estep 
Score: -40373756.000000 Penalty: 3123.225586
	Iteration 0F: 2 clusters Score -4.037376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147788 members 
Mstep: Class 2 contains 146894 members 
Entering Unmasked Estep 
Score: -40198548.000000 Penalty: 6246.451172
	Iteration 0F: 3 clusters Score -4.019855e+07 nChanged 143090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157944 members 
Mstep: Class 2 contains 136738 members 
Entering Unmasked Estep 
Score: -40284476.000000 Penalty: 6246.451172
	Iteration 1F: 3 clusters Score -4.028448e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164635 members 
Mstep: Class 2 contains 130047 members 
Entering Unmasked Estep 
Score: -40287304.000000 Penalty: 6246.451172
	Iteration 2Q: 3 clusters Score -4.02873e+07 nChanged 12471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174898 members 
Mstep: Class 2 contains 119784 members 
Entering Unmasked Estep 
Score: -40292136.000000 Penalty: 6246.451172
	Iteration 3Q: 3 clusters Score -4.029214e+07 nChanged 16509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190103 members 
Mstep: Class 2 contains 104579 members 
Entering Unmasked Estep 
Score: -40300740.000000 Penalty: 6246.451172
	Iteration 4F: 3 clusters Score -4.030074e+07 nChanged 21602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211151 members 
Mstep: Class 2 contains 83531 members 
Entering Unmasked Estep 
Score: -40314784.000000 Penalty: 6246.451172
	Iteration 5F: 3 clusters Score -4.031478e+07 nChanged 25578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236575 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -40333660.000000 Penalty: 6246.451172
	Iteration 6F: 3 clusters Score -4.033366e+07 nChanged 25230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261741 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -40348812.000000 Penalty: 6246.451172
	Iteration 7F: 3 clusters Score -4.034881e+07 nChanged 17681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279406 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -40359608.000000 Penalty: 6246.451172
	Iteration 8F: 3 clusters Score -4.035961e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288478 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -40365752.000000 Penalty: 6246.451172
	Iteration 9Q: 3 clusters Score -4.036575e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292139 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -40368724.000000 Penalty: 6246.451172
	Iteration 10Q: 3 clusters Score -4.036872e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293384 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -40369992.000000 Penalty: 6246.451172
	Iteration 11Q: 3 clusters Score -4.036999e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293812 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -40370432.000000 Penalty: 6246.451172
	Iteration 12Q: 3 clusters Score -4.037043e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293959 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -40370548.000000 Penalty: 6246.451172
	Iteration 13Q: 3 clusters Score -4.037055e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294032 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -40370716.000000 Penalty: 6246.451172
	Iteration 14Q: 3 clusters Score -4.037072e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294061 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -40370800.000000 Penalty: 6246.451172
	Iteration 15Q: 3 clusters Score -4.03708e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294076 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -40370856.000000 Penalty: 6246.451172
	Iteration 16Q: 3 clusters Score -4.037086e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294087 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -40370852.000000 Penalty: 6246.451172
	Iteration 17Q: 3 clusters Score -4.037085e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294083 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -40370864.000000 Penalty: 6246.451172
	Iteration 18Q: 3 clusters Score -4.037086e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294086 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -40370912.000000 Penalty: 6246.451172
	Iteration 19Q: 3 clusters Score -4.037091e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294085 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -40370892.000000 Penalty: 6246.451172
	Iteration 20F: 3 clusters Score -4.037089e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294085 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -40370900.000000 Penalty: 6246.451172
	Iteration 21Q: 3 clusters Score -4.03709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294078 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -40370952.000000 Penalty: 6246.451172
	Iteration 22Q: 3 clusters Score -4.037095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294075 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -40370936.000000 Penalty: 6246.451172
	Iteration 23Q: 3 clusters Score -4.037094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294075 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -40370940.000000 Penalty: 6246.451172
	Iteration 24Q: 3 clusters Score -4.037094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294073 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -40370936.000000 Penalty: 6246.451172
	Iteration 25Q: 3 clusters Score -4.037094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294075 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -40370956.000000 Penalty: 6246.451172
	Iteration 26Q: 3 clusters Score -4.037096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294075 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -40370956.000000 Penalty: 6246.451172
	Iteration 27F: 3 clusters Score -4.037096e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Entering Unmasked Estep 
Score: -1111795.500000 Penalty: 2221.175049
	Iteration 0F: 2 clusters Score -1111796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1105508.375000 Penalty: 4442.350098
	Iteration 0F: 3 clusters Score -1105508 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1107089.000000 Penalty: 4442.350098
	Iteration 1F: 3 clusters Score -1107089 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1107334.625000 Penalty: 4442.350098
	Iteration 2F: 3 clusters Score -1107335 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1107498.000000 Penalty: 4442.350098
	Iteration 3F: 3 clusters Score -1107498 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1107598.000000 Penalty: 4442.350098
	Iteration 4Q: 3 clusters Score -1107598 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1107673.250000 Penalty: 4442.350098
	Iteration 5Q: 3 clusters Score -1107673 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1107735.875000 Penalty: 4442.350098
	Iteration 6Q: 3 clusters Score -1107736 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1107787.000000 Penalty: 4442.350098
	Iteration 7Q: 3 clusters Score -1107787 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1107841.500000 Penalty: 4442.350098
	Iteration 8Q: 3 clusters Score -1107842 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1107903.875000 Penalty: 4442.350098
	Iteration 9Q: 3 clusters Score -1107904 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1107974.875000 Penalty: 4442.350098
	Iteration 10Q: 3 clusters Score -1107975 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1108051.750000 Penalty: 4442.350098
	Iteration 11Q: 3 clusters Score -1108052 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1108134.625000 Penalty: 4442.350098
	Iteration 12Q: 3 clusters Score -1108135 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1108234.250000 Penalty: 4442.350098
	Iteration 13Q: 3 clusters Score -1108234 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1108351.875000 Penalty: 4442.350098
	Iteration 14Q: 3 clusters Score -1108352 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1108518.375000 Penalty: 4442.350098
	Iteration 15Q: 3 clusters Score -1108518 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1108699.000000 Penalty: 4442.350098
	Iteration 16Q: 3 clusters Score -1108699 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1108872.000000 Penalty: 4442.350098
	Iteration 17Q: 3 clusters Score -1108872 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1109025.500000 Penalty: 4442.350098
	Iteration 18Q: 3 clusters Score -1109026 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1109169.125000 Penalty: 4442.350098
	Iteration 19Q: 3 clusters Score -1109169 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1109321.125000 Penalty: 4442.350098
	Iteration 20F: 3 clusters Score -1109321 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1109439.125000 Penalty: 4442.350098
	Iteration 21Q: 3 clusters Score -1109439 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1109545.125000 Penalty: 4442.350098
	Iteration 22Q: 3 clusters Score -1109545 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1109628.125000 Penalty: 4442.350098
	Iteration 23Q: 3 clusters Score -1109628 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1109696.875000 Penalty: 4442.350098
	Iteration 24Q: 3 clusters Score -1109697 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1109739.250000 Penalty: 4442.350098
	Iteration 25Q: 3 clusters Score -1109739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1109766.250000 Penalty: 4442.350098
	Iteration 26Q: 3 clusters Score -1109766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1109789.625000 Penalty: 4442.350098
	Iteration 27Q: 3 clusters Score -1109790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1109805.625000 Penalty: 4442.350098
	Iteration 28Q: 3 clusters Score -1109806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1109818.500000 Penalty: 4442.350098
	Iteration 29Q: 3 clusters Score -1109818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1109824.000000 Penalty: 4442.350098
	Iteration 30Q: 3 clusters Score -1109824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1109826.875000 Penalty: 4442.350098
	Iteration 31Q: 3 clusters Score -1109827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1109831.750000 Penalty: 4442.350098
	Iteration 32Q: 3 clusters Score -1109832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1109832.000000 Penalty: 4442.350098
	Iteration 33Q: 3 clusters Score -1109832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1109833.750000 Penalty: 4442.350098
	Iteration 34Q: 3 clusters Score -1109834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1109833.875000 Penalty: 4442.350098
	Iteration 35Q: 3 clusters Score -1109834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1109833.875000 Penalty: 4442.350098
	Iteration 36F: 3 clusters Score -1109834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -29341.017578 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -29341.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28173.855469 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -28173.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28216.406250 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -28216.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28241.291016 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -28241.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28252.812500 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -28252.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28267.720703 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -28267.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28267.720703 Penalty: 2712.157715
	Iteration 5F: 3 clusters Score -28267.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (165033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165033 members 
Entering Unmasked Estep 
Score: -23031346.000000 Penalty: 2979.447266
	Iteration 0F: 2 clusters Score -2.303135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82881 members 
Mstep: Class 2 contains 82152 members 
Entering Unmasked Estep 
Score: -22925814.000000 Penalty: 5958.894531
	Iteration 0F: 3 clusters Score -2.292581e+07 nChanged 79359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87568 members 
Mstep: Class 2 contains 77465 members 
Entering Unmasked Estep 
Score: -22971714.000000 Penalty: 5958.894531
	Iteration 1F: 3 clusters Score -2.297171e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90582 members 
Mstep: Class 2 contains 74451 members 
Entering Unmasked Estep 
Score: -22973016.000000 Penalty: 5958.894531
	Iteration 2Q: 3 clusters Score -2.297302e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95200 members 
Mstep: Class 2 contains 69833 members 
Entering Unmasked Estep 
Score: -22975232.000000 Penalty: 5958.894531
	Iteration 3Q: 3 clusters Score -2.297523e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101963 members 
Mstep: Class 2 contains 63070 members 
Entering Unmasked Estep 
Score: -22979076.000000 Penalty: 5958.894531
	Iteration 4Q: 3 clusters Score -2.297908e+07 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111428 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -22985616.000000 Penalty: 5958.894531
	Iteration 5F: 3 clusters Score -2.298562e+07 nChanged 12270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123610 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -22994890.000000 Penalty: 5958.894531
	Iteration 6F: 3 clusters Score -2.299489e+07 nChanged 13607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137187 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -23006048.000000 Penalty: 5958.894531
	Iteration 7F: 3 clusters Score -2.300605e+07 nChanged 12371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149558 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -23016070.000000 Penalty: 5958.894531
	Iteration 8F: 3 clusters Score -2.301607e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158119 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -23023008.000000 Penalty: 5958.894531
	Iteration 9F: 3 clusters Score -2.302301e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162393 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -23026410.000000 Penalty: 5958.894531
	Iteration 10Q: 3 clusters Score -2.302641e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164022 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -23027808.000000 Penalty: 5958.894531
	Iteration 11Q: 3 clusters Score -2.302781e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164542 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -23028270.000000 Penalty: 5958.894531
	Iteration 12Q: 3 clusters Score -2.302827e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164682 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -23028480.000000 Penalty: 5958.894531
	Iteration 13Q: 3 clusters Score -2.302848e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164733 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -23028566.000000 Penalty: 5958.894531
	Iteration 14Q: 3 clusters Score -2.302857e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164746 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23028586.000000 Penalty: 5958.894531
	Iteration 15Q: 3 clusters Score -2.302859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164752 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23028596.000000 Penalty: 5958.894531
	Iteration 16Q: 3 clusters Score -2.30286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164755 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23028624.000000 Penalty: 5958.894531
	Iteration 17Q: 3 clusters Score -2.302862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164760 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -23028638.000000 Penalty: 5958.894531
	Iteration 18Q: 3 clusters Score -2.302864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164757 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -23028632.000000 Penalty: 5958.894531
	Iteration 19Q: 3 clusters Score -2.302863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164759 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23028630.000000 Penalty: 5958.894531
	Iteration 20F: 3 clusters Score -2.302863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164758 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23028628.000000 Penalty: 5958.894531
	Iteration 21Q: 3 clusters Score -2.302863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164759 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23028640.000000 Penalty: 5958.894531
	Iteration 22Q: 3 clusters Score -2.302864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164759 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23028640.000000 Penalty: 5958.894531
	Iteration 23F: 3 clusters Score -2.302864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Entering Unmasked Estep 
Score: -5293732.000000 Penalty: 2624.336914
	Iteration 0F: 2 clusters Score -5293732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -5266914.000000 Penalty: 5248.673828
	Iteration 0F: 3 clusters Score -5266914 nChanged 18018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -5276921.500000 Penalty: 5248.673828
	Iteration 1F: 3 clusters Score -5276922 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -5277393.500000 Penalty: 5248.673828
	Iteration 2Q: 3 clusters Score -5277394 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -5277956.500000 Penalty: 5248.673828
	Iteration 3Q: 3 clusters Score -5277956 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -5278626.000000 Penalty: 5248.673828
	Iteration 4Q: 3 clusters Score -5278626 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -5279552.500000 Penalty: 5248.673828
	Iteration 5Q: 3 clusters Score -5279552 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -5280654.500000 Penalty: 5248.673828
	Iteration 6F: 3 clusters Score -5280654 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -5282094.000000 Penalty: 5248.673828
	Iteration 7F: 3 clusters Score -5282094 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -5283444.000000 Penalty: 5248.673828
	Iteration 8F: 3 clusters Score -5283444 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -5284657.000000 Penalty: 5248.673828
	Iteration 9F: 3 clusters Score -5284657 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -5285693.500000 Penalty: 5248.673828
	Iteration 10F: 3 clusters Score -5285694 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -5286503.500000 Penalty: 5248.673828
	Iteration 11Q: 3 clusters Score -5286504 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -5287103.500000 Penalty: 5248.673828
	Iteration 12Q: 3 clusters Score -5287104 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -5287559.000000 Penalty: 5248.673828
	Iteration 13Q: 3 clusters Score -5287559 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -5288000.500000 Penalty: 5248.673828
	Iteration 14Q: 3 clusters Score -5288000 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -5288420.000000 Penalty: 5248.673828
	Iteration 15Q: 3 clusters Score -5288420 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -5288886.000000 Penalty: 5248.673828
	Iteration 16Q: 3 clusters Score -5288886 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -5289505.000000 Penalty: 5248.673828
	Iteration 17Q: 3 clusters Score -5289505 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -5290283.500000 Penalty: 5248.673828
	Iteration 18Q: 3 clusters Score -5290284 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -5291456.500000 Penalty: 5248.673828
	Iteration 19Q: 3 clusters Score -5291456 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -5292154.000000 Penalty: 5248.673828
	Iteration 20F: 3 clusters Score -5292154 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -5292320.500000 Penalty: 5248.673828
	Iteration 21Q: 3 clusters Score -5292320 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -5292416.500000 Penalty: 5248.673828
	Iteration 22Q: 3 clusters Score -5292416 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -5292468.000000 Penalty: 5248.673828
	Iteration 23Q: 3 clusters Score -5292468 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -5292526.500000 Penalty: 5248.673828
	Iteration 24Q: 3 clusters Score -5292526 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -5292582.500000 Penalty: 5248.673828
	Iteration 25Q: 3 clusters Score -5292582 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -5292620.000000 Penalty: 5248.673828
	Iteration 26Q: 3 clusters Score -5292620 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -5292645.000000 Penalty: 5248.673828
	Iteration 27Q: 3 clusters Score -5292645 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -5292659.000000 Penalty: 5248.673828
	Iteration 28Q: 3 clusters Score -5292659 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -5292685.500000 Penalty: 5248.673828
	Iteration 29Q: 3 clusters Score -5292686 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -5292696.000000 Penalty: 5248.673828
	Iteration 30Q: 3 clusters Score -5292696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -5292704.000000 Penalty: 5248.673828
	Iteration 31Q: 3 clusters Score -5292704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -5292708.500000 Penalty: 5248.673828
	Iteration 32Q: 3 clusters Score -5292708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -5292713.000000 Penalty: 5248.673828
	Iteration 33Q: 3 clusters Score -5292713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -5292724.000000 Penalty: 5248.673828
	Iteration 34Q: 3 clusters Score -5292724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -5292730.500000 Penalty: 5248.673828
	Iteration 35Q: 3 clusters Score -5292730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -5292734.500000 Penalty: 5248.673828
	Iteration 36Q: 3 clusters Score -5292734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -5292731.000000 Penalty: 5248.673828
	Iteration 37Q: 3 clusters Score -5292731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -5292730.500000 Penalty: 5248.673828
	Iteration 38Q: 3 clusters Score -5292730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -5292719.500000 Penalty: 5248.673828
	Iteration 39Q: 3 clusters Score -5292720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -5292726.500000 Penalty: 5248.673828
	Iteration 40F: 3 clusters Score -5292726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -5292723.000000 Penalty: 5248.673828
	Iteration 41Q: 3 clusters Score -5292723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -5292729.000000 Penalty: 5248.673828
	Iteration 42Q: 3 clusters Score -5292729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -5292728.000000 Penalty: 5248.673828
	Iteration 43Q: 3 clusters Score -5292728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -5292726.500000 Penalty: 5248.673828
	Iteration 44Q: 3 clusters Score -5292726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -5292731.000000 Penalty: 5248.673828
	Iteration 45Q: 3 clusters Score -5292731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -5292741.000000 Penalty: 5248.673828
	Iteration 46Q: 3 clusters Score -5292741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -5292739.000000 Penalty: 5248.673828
	Iteration 47Q: 3 clusters Score -5292739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -5292733.500000 Penalty: 5248.673828
	Iteration 48Q: 3 clusters Score -5292734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -5292735.500000 Penalty: 5248.673828
	Iteration 49Q: 3 clusters Score -5292736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -5292734.000000 Penalty: 5248.673828
	Iteration 50Q: 3 clusters Score -5292734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -5292738.000000 Penalty: 5248.673828
	Iteration 51Q: 3 clusters Score -5292738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -5292736.000000 Penalty: 5248.673828
	Iteration 52Q: 3 clusters Score -5292736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -5292738.000000 Penalty: 5248.673828
	Iteration 53Q: 3 clusters Score -5292738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -5292741.500000 Penalty: 5248.673828
	Iteration 54Q: 3 clusters Score -5292742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -5292745.000000 Penalty: 5248.673828
	Iteration 55Q: 3 clusters Score -5292745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -5292750.500000 Penalty: 5248.673828
	Iteration 56Q: 3 clusters Score -5292750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -5292745.500000 Penalty: 5248.673828
	Iteration 57Q: 3 clusters Score -5292746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -5292746.000000 Penalty: 5248.673828
	Iteration 58Q: 3 clusters Score -5292746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -5292753.000000 Penalty: 5248.673828
	Iteration 59Q: 3 clusters Score -5292753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -5292754.000000 Penalty: 5248.673828
	Iteration 60F: 3 clusters Score -5292754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -5292756.500000 Penalty: 5248.673828
	Iteration 61Q: 3 clusters Score -5292756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -5292754.500000 Penalty: 5248.673828
	Iteration 62Q: 3 clusters Score -5292754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -5292757.500000 Penalty: 5248.673828
	Iteration 63Q: 3 clusters Score -5292758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -5292756.000000 Penalty: 5248.673828
	Iteration 64Q: 3 clusters Score -5292756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -5292756.000000 Penalty: 5248.673828
	Iteration 65F: 3 clusters Score -5292756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Entering Unmasked Estep 
Score: -2854589.500000 Penalty: 2472.925537
	Iteration 0F: 2 clusters Score -2854590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2839753.250000 Penalty: 4945.851074
	Iteration 0F: 3 clusters Score -2839753 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2844594.750000 Penalty: 4945.851074
	Iteration 1F: 3 clusters Score -2844595 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2845145.000000 Penalty: 4945.851074
	Iteration 2F: 3 clusters Score -2845145 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2845626.000000 Penalty: 4945.851074
	Iteration 3F: 3 clusters Score -2845626 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2846127.250000 Penalty: 4945.851074
	Iteration 4Q: 3 clusters Score -2846127 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2846646.750000 Penalty: 4945.851074
	Iteration 5Q: 3 clusters Score -2846647 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2847220.250000 Penalty: 4945.851074
	Iteration 6Q: 3 clusters Score -2847220 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2847854.000000 Penalty: 4945.851074
	Iteration 7F: 3 clusters Score -2847854 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2848469.500000 Penalty: 4945.851074
	Iteration 8F: 3 clusters Score -2848470 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2848931.500000 Penalty: 4945.851074
	Iteration 9Q: 3 clusters Score -2848932 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2849268.750000 Penalty: 4945.851074
	Iteration 10Q: 3 clusters Score -2849269 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2849538.500000 Penalty: 4945.851074
	Iteration 11Q: 3 clusters Score -2849538 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2849723.750000 Penalty: 4945.851074
	Iteration 12Q: 3 clusters Score -2849724 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2849843.750000 Penalty: 4945.851074
	Iteration 13Q: 3 clusters Score -2849844 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2849944.750000 Penalty: 4945.851074
	Iteration 14Q: 3 clusters Score -2849945 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2850043.750000 Penalty: 4945.851074
	Iteration 15Q: 3 clusters Score -2850044 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2850118.250000 Penalty: 4945.851074
	Iteration 16Q: 3 clusters Score -2850118 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2850173.250000 Penalty: 4945.851074
	Iteration 17Q: 3 clusters Score -2850173 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2850240.000000 Penalty: 4945.851074
	Iteration 18Q: 3 clusters Score -2850240 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2850266.500000 Penalty: 4945.851074
	Iteration 19Q: 3 clusters Score -2850266 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2850295.750000 Penalty: 4945.851074
	Iteration 20F: 3 clusters Score -2850296 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2850334.750000 Penalty: 4945.851074
	Iteration 21Q: 3 clusters Score -2850335 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2850360.500000 Penalty: 4945.851074
	Iteration 22Q: 3 clusters Score -2850360 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2850377.250000 Penalty: 4945.851074
	Iteration 23Q: 3 clusters Score -2850377 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2850390.000000 Penalty: 4945.851074
	Iteration 24Q: 3 clusters Score -2850390 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2850398.750000 Penalty: 4945.851074
	Iteration 25Q: 3 clusters Score -2850399 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2850430.250000 Penalty: 4945.851074
	Iteration 26Q: 3 clusters Score -2850430 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2850457.500000 Penalty: 4945.851074
	Iteration 27Q: 3 clusters Score -2850458 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2850485.750000 Penalty: 4945.851074
	Iteration 28Q: 3 clusters Score -2850486 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2850504.750000 Penalty: 4945.851074
	Iteration 29Q: 3 clusters Score -2850505 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2850527.000000 Penalty: 4945.851074
	Iteration 30Q: 3 clusters Score -2850527 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2850542.000000 Penalty: 4945.851074
	Iteration 31Q: 3 clusters Score -2850542 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2850561.000000 Penalty: 4945.851074
	Iteration 32Q: 3 clusters Score -2850561 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2850580.500000 Penalty: 4945.851074
	Iteration 33Q: 3 clusters Score -2850580 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2850608.500000 Penalty: 4945.851074
	Iteration 34Q: 3 clusters Score -2850608 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2850633.500000 Penalty: 4945.851074
	Iteration 35Q: 3 clusters Score -2850634 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2850648.000000 Penalty: 4945.851074
	Iteration 36Q: 3 clusters Score -2850648 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2850684.000000 Penalty: 4945.851074
	Iteration 37Q: 3 clusters Score -2850684 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2850726.500000 Penalty: 4945.851074
	Iteration 38Q: 3 clusters Score -2850726 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2850745.750000 Penalty: 4945.851074
	Iteration 39Q: 3 clusters Score -2850746 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2850770.000000 Penalty: 4945.851074
	Iteration 40F: 3 clusters Score -2850770 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2850805.000000 Penalty: 4945.851074
	Iteration 41Q: 3 clusters Score -2850805 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2850855.750000 Penalty: 4945.851074
	Iteration 42Q: 3 clusters Score -2850856 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2850914.500000 Penalty: 4945.851074
	Iteration 43Q: 3 clusters Score -2850914 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2851033.250000 Penalty: 4945.851074
	Iteration 44Q: 3 clusters Score -2851033 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2851169.750000 Penalty: 4945.851074
	Iteration 45Q: 3 clusters Score -2851170 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2851320.250000 Penalty: 4945.851074
	Iteration 46Q: 3 clusters Score -2851320 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2851540.000000 Penalty: 4945.851074
	Iteration 47Q: 3 clusters Score -2851540 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2851867.500000 Penalty: 4945.851074
	Iteration 48Q: 3 clusters Score -2851868 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2852234.250000 Penalty: 4945.851074
	Iteration 49Q: 3 clusters Score -2852234 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2852458.000000 Penalty: 4945.851074
	Iteration 50Q: 3 clusters Score -2852458 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2852603.000000 Penalty: 4945.851074
	Iteration 51Q: 3 clusters Score -2852603 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2852725.000000 Penalty: 4945.851074
	Iteration 52Q: 3 clusters Score -2852725 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2852827.500000 Penalty: 4945.851074
	Iteration 53Q: 3 clusters Score -2852828 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2852912.250000 Penalty: 4945.851074
	Iteration 54Q: 3 clusters Score -2852912 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2852958.750000 Penalty: 4945.851074
	Iteration 55Q: 3 clusters Score -2852959 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2853017.000000 Penalty: 4945.851074
	Iteration 56Q: 3 clusters Score -2853017 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2853082.750000 Penalty: 4945.851074
	Iteration 57Q: 3 clusters Score -2853083 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2853134.000000 Penalty: 4945.851074
	Iteration 58Q: 3 clusters Score -2853134 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2853189.250000 Penalty: 4945.851074
	Iteration 59Q: 3 clusters Score -2853189 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2853233.750000 Penalty: 4945.851074
	Iteration 60F: 3 clusters Score -2853234 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2853269.750000 Penalty: 4945.851074
	Iteration 61Q: 3 clusters Score -2853270 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2853293.000000 Penalty: 4945.851074
	Iteration 62Q: 3 clusters Score -2853293 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2853343.500000 Penalty: 4945.851074
	Iteration 63Q: 3 clusters Score -2853344 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2853374.750000 Penalty: 4945.851074
	Iteration 64Q: 3 clusters Score -2853375 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2853404.750000 Penalty: 4945.851074
	Iteration 65Q: 3 clusters Score -2853405 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2853440.500000 Penalty: 4945.851074
	Iteration 66Q: 3 clusters Score -2853440 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2853481.250000 Penalty: 4945.851074
	Iteration 67Q: 3 clusters Score -2853481 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2853502.000000 Penalty: 4945.851074
	Iteration 68Q: 3 clusters Score -2853502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2853516.500000 Penalty: 4945.851074
	Iteration 69Q: 3 clusters Score -2853516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2853528.500000 Penalty: 4945.851074
	Iteration 70Q: 3 clusters Score -2853528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2853537.750000 Penalty: 4945.851074
	Iteration 71Q: 3 clusters Score -2853538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2853548.000000 Penalty: 4945.851074
	Iteration 72Q: 3 clusters Score -2853548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2853566.250000 Penalty: 4945.851074
	Iteration 73Q: 3 clusters Score -2853566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2853574.250000 Penalty: 4945.851074
	Iteration 74Q: 3 clusters Score -2853574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2853578.500000 Penalty: 4945.851074
	Iteration 75Q: 3 clusters Score -2853578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2853581.500000 Penalty: 4945.851074
	Iteration 76Q: 3 clusters Score -2853582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2853583.250000 Penalty: 4945.851074
	Iteration 77Q: 3 clusters Score -2853583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2853587.250000 Penalty: 4945.851074
	Iteration 78Q: 3 clusters Score -2853587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2853589.000000 Penalty: 4945.851074
	Iteration 79Q: 3 clusters Score -2853589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2853588.500000 Penalty: 4945.851074
	Iteration 80F: 3 clusters Score -2853588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2853594.250000 Penalty: 4945.851074
	Iteration 81Q: 3 clusters Score -2853594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2853596.500000 Penalty: 4945.851074
	Iteration 82Q: 3 clusters Score -2853596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2853596.750000 Penalty: 4945.851074
	Iteration 83Q: 3 clusters Score -2853597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2853600.250000 Penalty: 4945.851074
	Iteration 84Q: 3 clusters Score -2853600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2853601.000000 Penalty: 4945.851074
	Iteration 85Q: 3 clusters Score -2853601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2853606.250000 Penalty: 4945.851074
	Iteration 86Q: 3 clusters Score -2853606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2853606.500000 Penalty: 4945.851074
	Iteration 87Q: 3 clusters Score -2853606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2853608.250000 Penalty: 4945.851074
	Iteration 88Q: 3 clusters Score -2853608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2853604.500000 Penalty: 4945.851074
	Iteration 89Q: 3 clusters Score -2853604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2853607.250000 Penalty: 4945.851074
	Iteration 90Q: 3 clusters Score -2853607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2853606.500000 Penalty: 4945.851074
	Iteration 91Q: 3 clusters Score -2853606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2853610.500000 Penalty: 4945.851074
	Iteration 92Q: 3 clusters Score -2853610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2853616.000000 Penalty: 4945.851074
	Iteration 93Q: 3 clusters Score -2853616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2853618.500000 Penalty: 4945.851074
	Iteration 94Q: 3 clusters Score -2853618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2853625.750000 Penalty: 4945.851074
	Iteration 95Q: 3 clusters Score -2853626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2853631.500000 Penalty: 4945.851074
	Iteration 96Q: 3 clusters Score -2853632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2853638.750000 Penalty: 4945.851074
	Iteration 97Q: 3 clusters Score -2853639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2853653.500000 Penalty: 4945.851074
	Iteration 98Q: 3 clusters Score -2853654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2853673.750000 Penalty: 4945.851074
	Iteration 99Q: 3 clusters Score -2853674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2853696.500000 Penalty: 4945.851074
	Iteration 100F: 3 clusters Score -2853696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2853718.500000 Penalty: 4945.851074
	Iteration 101Q: 3 clusters Score -2853718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2853739.750000 Penalty: 4945.851074
	Iteration 102Q: 3 clusters Score -2853740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2853776.750000 Penalty: 4945.851074
	Iteration 103Q: 3 clusters Score -2853777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2853783.750000 Penalty: 4945.851074
	Iteration 104Q: 3 clusters Score -2853784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2853789.000000 Penalty: 4945.851074
	Iteration 105Q: 3 clusters Score -2853789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2853793.000000 Penalty: 4945.851074
	Iteration 106Q: 3 clusters Score -2853793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2853801.500000 Penalty: 4945.851074
	Iteration 107Q: 3 clusters Score -2853802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2853804.000000 Penalty: 4945.851074
	Iteration 108Q: 3 clusters Score -2853804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2853804.250000 Penalty: 4945.851074
	Iteration 109Q: 3 clusters Score -2853804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2853803.750000 Penalty: 4945.851074
	Iteration 110Q: 3 clusters Score -2853804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2853806.250000 Penalty: 4945.851074
	Iteration 111Q: 3 clusters Score -2853806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2853805.750000 Penalty: 4945.851074
	Iteration 112Q: 3 clusters Score -2853806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2853805.750000 Penalty: 4945.851074
	Iteration 113F: 3 clusters Score -2853806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -140236.656250 Penalty: 1734.495483
	Iteration 0F: 2 clusters Score -140236.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -138278.296875 Penalty: 3468.990967
	Iteration 0F: 3 clusters Score -138278.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -138695.062500 Penalty: 3468.990967
	Iteration 1F: 3 clusters Score -138695.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -138956.984375 Penalty: 3468.990967
	Iteration 2F: 3 clusters Score -138957 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -139232.171875 Penalty: 3468.990967
	Iteration 3F: 3 clusters Score -139232.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -139452.687500 Penalty: 3468.990967
	Iteration 4F: 3 clusters Score -139452.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -139623.734375 Penalty: 3468.990967
	Iteration 5F: 3 clusters Score -139623.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -139757.609375 Penalty: 3468.990967
	Iteration 6Q: 3 clusters Score -139757.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -139853.140625 Penalty: 3468.990967
	Iteration 7Q: 3 clusters Score -139853.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -139943.890625 Penalty: 3468.990967
	Iteration 8Q: 3 clusters Score -139943.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -140025.906250 Penalty: 3468.990967
	Iteration 9Q: 3 clusters Score -140025.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -140094.765625 Penalty: 3468.990967
	Iteration 10Q: 3 clusters Score -140094.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -140127.265625 Penalty: 3468.990967
	Iteration 11Q: 3 clusters Score -140127.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -140149.890625 Penalty: 3468.990967
	Iteration 12Q: 3 clusters Score -140149.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -140157.703125 Penalty: 3468.990967
	Iteration 13Q: 3 clusters Score -140157.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -140161.453125 Penalty: 3468.990967
	Iteration 14Q: 3 clusters Score -140161.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -140173.953125 Penalty: 3468.990967
	Iteration 15Q: 3 clusters Score -140174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -140184.453125 Penalty: 3468.990967
	Iteration 16Q: 3 clusters Score -140184.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -140200.140625 Penalty: 3468.990967
	Iteration 17Q: 3 clusters Score -140200.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -140218.968750 Penalty: 3468.990967
	Iteration 18Q: 3 clusters Score -140219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -140229.296875 Penalty: 3468.990967
	Iteration 19Q: 3 clusters Score -140229.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -140236.296875 Penalty: 3468.990967
	Iteration 20F: 3 clusters Score -140236.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -140239.750000 Penalty: 3468.990967
	Iteration 21Q: 3 clusters Score -140239.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -140245.906250 Penalty: 3468.990967
	Iteration 22Q: 3 clusters Score -140245.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -140253.109375 Penalty: 3468.990967
	Iteration 23Q: 3 clusters Score -140253.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -140253.109375 Penalty: 3468.990967
	Iteration 24F: 3 clusters Score -140253.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4013 members 
Mstep: Class 3 contains 20364 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27088 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294682 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165033 members 
Mstep: Class 11 contains 39419 members 
Mstep: Class 12 contains 21407 members 
Mstep: Class 13 contains 791 members 
Mstep: Class 14 contains 10021 members 
Mstep: Class 15 contains 15043 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52561 members 
Mstep: Class 18 contains 124800 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 204429 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
Score: -135791536.000000 Penalty: 78787.804688
Splitting cluster 13 changes total score from -135793424.000000 to -135791536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (10021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Entering Unmasked Estep 
Score: -1399678.375000 Penalty: 2284.684814
	Iteration 0F: 2 clusters Score -1399678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1391983.000000 Penalty: 4569.369629
	Iteration 0F: 3 clusters Score -1391983 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1394088.125000 Penalty: 4569.369629
	Iteration 1F: 3 clusters Score -1394088 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1394388.625000 Penalty: 4569.369629
	Iteration 2F: 3 clusters Score -1394389 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1394593.875000 Penalty: 4569.369629
	Iteration 3F: 3 clusters Score -1394594 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1394748.250000 Penalty: 4569.369629
	Iteration 4Q: 3 clusters Score -1394748 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1394860.750000 Penalty: 4569.369629
	Iteration 5Q: 3 clusters Score -1394861 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1394943.000000 Penalty: 4569.369629
	Iteration 6Q: 3 clusters Score -1394943 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1395022.625000 Penalty: 4569.369629
	Iteration 7Q: 3 clusters Score -1395023 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1395112.000000 Penalty: 4569.369629
	Iteration 8Q: 3 clusters Score -1395112 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1395206.750000 Penalty: 4569.369629
	Iteration 9Q: 3 clusters Score -1395207 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1395315.625000 Penalty: 4569.369629
	Iteration 10Q: 3 clusters Score -1395316 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1395421.250000 Penalty: 4569.369629
	Iteration 11Q: 3 clusters Score -1395421 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1395531.500000 Penalty: 4569.369629
	Iteration 12Q: 3 clusters Score -1395532 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1395637.375000 Penalty: 4569.369629
	Iteration 13Q: 3 clusters Score -1395637 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1395742.000000 Penalty: 4569.369629
	Iteration 14Q: 3 clusters Score -1395742 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1395841.750000 Penalty: 4569.369629
	Iteration 15Q: 3 clusters Score -1395842 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1395948.000000 Penalty: 4569.369629
	Iteration 16Q: 3 clusters Score -1395948 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1396062.375000 Penalty: 4569.369629
	Iteration 17Q: 3 clusters Score -1396062 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1396174.250000 Penalty: 4569.369629
	Iteration 18Q: 3 clusters Score -1396174 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1396296.750000 Penalty: 4569.369629
	Iteration 19Q: 3 clusters Score -1396297 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1396452.250000 Penalty: 4569.369629
	Iteration 20F: 3 clusters Score -1396452 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1396634.375000 Penalty: 4569.369629
	Iteration 21Q: 3 clusters Score -1396634 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1396806.625000 Penalty: 4569.369629
	Iteration 22Q: 3 clusters Score -1396807 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1396943.250000 Penalty: 4569.369629
	Iteration 23Q: 3 clusters Score -1396943 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1397049.500000 Penalty: 4569.369629
	Iteration 24Q: 3 clusters Score -1397050 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1397140.875000 Penalty: 4569.369629
	Iteration 25Q: 3 clusters Score -1397141 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1397213.375000 Penalty: 4569.369629
	Iteration 26Q: 3 clusters Score -1397213 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1397262.500000 Penalty: 4569.369629
	Iteration 27Q: 3 clusters Score -1397262 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1397315.500000 Penalty: 4569.369629
	Iteration 28Q: 3 clusters Score -1397316 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1397347.250000 Penalty: 4569.369629
	Iteration 29Q: 3 clusters Score -1397347 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1397368.250000 Penalty: 4569.369629
	Iteration 30Q: 3 clusters Score -1397368 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1397382.750000 Penalty: 4569.369629
	Iteration 31Q: 3 clusters Score -1397383 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1397389.500000 Penalty: 4569.369629
	Iteration 32Q: 3 clusters Score -1397390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1397396.750000 Penalty: 4569.369629
	Iteration 33Q: 3 clusters Score -1397397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1397408.000000 Penalty: 4569.369629
	Iteration 34Q: 3 clusters Score -1397408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1397411.125000 Penalty: 4569.369629
	Iteration 35Q: 3 clusters Score -1397411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1397415.875000 Penalty: 4569.369629
	Iteration 36Q: 3 clusters Score -1397416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1397427.000000 Penalty: 4569.369629
	Iteration 37Q: 3 clusters Score -1397427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1397425.125000 Penalty: 4569.369629
	Iteration 38Q: 3 clusters Score -1397425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1397431.875000 Penalty: 4569.369629
	Iteration 39Q: 3 clusters Score -1397432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1397439.000000 Penalty: 4569.369629
	Iteration 40F: 3 clusters Score -1397439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1397440.750000 Penalty: 4569.369629
	Iteration 41Q: 3 clusters Score -1397441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1397444.000000 Penalty: 4569.369629
	Iteration 42Q: 3 clusters Score -1397444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1397451.625000 Penalty: 4569.369629
	Iteration 43Q: 3 clusters Score -1397452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1397455.125000 Penalty: 4569.369629
	Iteration 44Q: 3 clusters Score -1397455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1397458.750000 Penalty: 4569.369629
	Iteration 45Q: 3 clusters Score -1397459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1397466.000000 Penalty: 4569.369629
	Iteration 46Q: 3 clusters Score -1397466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1397470.000000 Penalty: 4569.369629
	Iteration 47Q: 3 clusters Score -1397470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1397478.250000 Penalty: 4569.369629
	Iteration 48Q: 3 clusters Score -1397478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1397479.625000 Penalty: 4569.369629
	Iteration 49Q: 3 clusters Score -1397480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1397483.500000 Penalty: 4569.369629
	Iteration 50Q: 3 clusters Score -1397484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1397483.375000 Penalty: 4569.369629
	Iteration 51Q: 3 clusters Score -1397483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1397480.250000 Penalty: 4569.369629
	Iteration 52Q: 3 clusters Score -1397480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1397481.750000 Penalty: 4569.369629
	Iteration 53Q: 3 clusters Score -1397482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1397481.000000 Penalty: 4569.369629
	Iteration 54Q: 3 clusters Score -1397481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1397483.125000 Penalty: 4569.369629
	Iteration 55Q: 3 clusters Score -1397483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1397485.250000 Penalty: 4569.369629
	Iteration 56Q: 3 clusters Score -1397485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1397486.750000 Penalty: 4569.369629
	Iteration 57Q: 3 clusters Score -1397487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1397487.000000 Penalty: 4569.369629
	Iteration 58Q: 3 clusters Score -1397487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1397487.375000 Penalty: 4569.369629
	Iteration 59Q: 3 clusters Score -1397487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1397489.125000 Penalty: 4569.369629
	Iteration 60F: 3 clusters Score -1397489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1397490.625000 Penalty: 4569.369629
	Iteration 61Q: 3 clusters Score -1397491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1397493.625000 Penalty: 4569.369629
	Iteration 62Q: 3 clusters Score -1397494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1397494.125000 Penalty: 4569.369629
	Iteration 63Q: 3 clusters Score -1397494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1397492.625000 Penalty: 4569.369629
	Iteration 64Q: 3 clusters Score -1397493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1397494.000000 Penalty: 4569.369629
	Iteration 65Q: 3 clusters Score -1397494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1397496.250000 Penalty: 4569.369629
	Iteration 66Q: 3 clusters Score -1397496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1397496.000000 Penalty: 4569.369629
	Iteration 67Q: 3 clusters Score -1397496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1397498.875000 Penalty: 4569.369629
	Iteration 68Q: 3 clusters Score -1397499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1397496.625000 Penalty: 4569.369629
	Iteration 69Q: 3 clusters Score -1397497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1397499.375000 Penalty: 4569.369629
	Iteration 70Q: 3 clusters Score -1397499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1397503.875000 Penalty: 4569.369629
	Iteration 71Q: 3 clusters Score -1397504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1397504.125000 Penalty: 4569.369629
	Iteration 72Q: 3 clusters Score -1397504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1397502.625000 Penalty: 4569.369629
	Iteration 73Q: 3 clusters Score -1397503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1397503.250000 Penalty: 4569.369629
	Iteration 74Q: 3 clusters Score -1397503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1397505.250000 Penalty: 4569.369629
	Iteration 75Q: 3 clusters Score -1397505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1397505.250000 Penalty: 4569.369629
	Iteration 76Q: 3 clusters Score -1397505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1397508.875000 Penalty: 4569.369629
	Iteration 77Q: 3 clusters Score -1397509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1397516.125000 Penalty: 4569.369629
	Iteration 78Q: 3 clusters Score -1397516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1397514.125000 Penalty: 4569.369629
	Iteration 79Q: 3 clusters Score -1397514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1397515.000000 Penalty: 4569.369629
	Iteration 80F: 3 clusters Score -1397515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1397514.250000 Penalty: 4569.369629
	Iteration 81Q: 3 clusters Score -1397514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1397514.375000 Penalty: 4569.369629
	Iteration 82Q: 3 clusters Score -1397514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1397515.000000 Penalty: 4569.369629
	Iteration 83Q: 3 clusters Score -1397515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1397515.000000 Penalty: 4569.369629
	Iteration 84F: 3 clusters Score -1397515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Entering Unmasked Estep 
Score: -2112986.000000 Penalty: 2385.429688
	Iteration 0F: 2 clusters Score -2112986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2102127.250000 Penalty: 4770.859375
	Iteration 0F: 3 clusters Score -2102127 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2105457.000000 Penalty: 4770.859375
	Iteration 1F: 3 clusters Score -2105457 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2105777.250000 Penalty: 4770.859375
	Iteration 2F: 3 clusters Score -2105777 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2106034.500000 Penalty: 4770.859375
	Iteration 3Q: 3 clusters Score -2106034 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2106247.250000 Penalty: 4770.859375
	Iteration 4Q: 3 clusters Score -2106247 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2106483.500000 Penalty: 4770.859375
	Iteration 5Q: 3 clusters Score -2106484 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2106727.750000 Penalty: 4770.859375
	Iteration 6Q: 3 clusters Score -2106728 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2106996.750000 Penalty: 4770.859375
	Iteration 7Q: 3 clusters Score -2106997 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2107339.000000 Penalty: 4770.859375
	Iteration 8Q: 3 clusters Score -2107339 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2107776.000000 Penalty: 4770.859375
	Iteration 9Q: 3 clusters Score -2107776 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2108308.250000 Penalty: 4770.859375
	Iteration 10Q: 3 clusters Score -2108308 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2108935.000000 Penalty: 4770.859375
	Iteration 11F: 3 clusters Score -2108935 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2109578.000000 Penalty: 4770.859375
	Iteration 12Q: 3 clusters Score -2109578 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2110133.000000 Penalty: 4770.859375
	Iteration 13Q: 3 clusters Score -2110133 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2110488.750000 Penalty: 4770.859375
	Iteration 14Q: 3 clusters Score -2110489 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2110687.250000 Penalty: 4770.859375
	Iteration 15Q: 3 clusters Score -2110687 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2110788.250000 Penalty: 4770.859375
	Iteration 16Q: 3 clusters Score -2110788 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2110868.250000 Penalty: 4770.859375
	Iteration 17Q: 3 clusters Score -2110868 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2110936.250000 Penalty: 4770.859375
	Iteration 18Q: 3 clusters Score -2110936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2110987.250000 Penalty: 4770.859375
	Iteration 19Q: 3 clusters Score -2110987 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2111014.000000 Penalty: 4770.859375
	Iteration 20F: 3 clusters Score -2111014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2111041.000000 Penalty: 4770.859375
	Iteration 21Q: 3 clusters Score -2111041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2111058.500000 Penalty: 4770.859375
	Iteration 22Q: 3 clusters Score -2111058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2111070.250000 Penalty: 4770.859375
	Iteration 23Q: 3 clusters Score -2111070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2111077.000000 Penalty: 4770.859375
	Iteration 24Q: 3 clusters Score -2111077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2111085.750000 Penalty: 4770.859375
	Iteration 25Q: 3 clusters Score -2111086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2111089.250000 Penalty: 4770.859375
	Iteration 26Q: 3 clusters Score -2111089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2111096.250000 Penalty: 4770.859375
	Iteration 27Q: 3 clusters Score -2111096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2111098.250000 Penalty: 4770.859375
	Iteration 28Q: 3 clusters Score -2111098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2111104.750000 Penalty: 4770.859375
	Iteration 29Q: 3 clusters Score -2111105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2111103.000000 Penalty: 4770.859375
	Iteration 30Q: 3 clusters Score -2111103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2111105.000000 Penalty: 4770.859375
	Iteration 31Q: 3 clusters Score -2111105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2111108.250000 Penalty: 4770.859375
	Iteration 32Q: 3 clusters Score -2111108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2111106.750000 Penalty: 4770.859375
	Iteration 33Q: 3 clusters Score -2111107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2111106.750000 Penalty: 4770.859375
	Iteration 34F: 3 clusters Score -2111107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -27261.070312 Penalty: 1360.229614
	Iteration 0F: 2 clusters Score -27261.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26223.078125 Penalty: 2720.459229
	Iteration 0F: 3 clusters Score -26223.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -26340.054688 Penalty: 2720.459229
	Iteration 1F: 3 clusters Score -26340.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -26368.478516 Penalty: 2720.459229
	Iteration 2Q: 3 clusters Score -26368.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -26379.236328 Penalty: 2720.459229
	Iteration 3Q: 3 clusters Score -26379.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -26399.142578 Penalty: 2720.459229
	Iteration 4Q: 3 clusters Score -26399.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -26418.783203 Penalty: 2720.459229
	Iteration 5Q: 3 clusters Score -26418.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -26422.273438 Penalty: 2720.459229
	Iteration 6Q: 3 clusters Score -26422.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -26427.488281 Penalty: 2720.459229
	Iteration 7Q: 3 clusters Score -26427.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -26427.488281 Penalty: 2720.459229
	Iteration 8F: 3 clusters Score -26427.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Entering Unmasked Estep 
Score: -7097520.500000 Penalty: 2695.693115
	Iteration 0F: 2 clusters Score -7097520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -7062088.000000 Penalty: 5391.386230
	Iteration 0F: 3 clusters Score -7062088 nChanged 24325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -7075490.000000 Penalty: 5391.386230
	Iteration 1F: 3 clusters Score -7075490 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -7076163.500000 Penalty: 5391.386230
	Iteration 2Q: 3 clusters Score -7076164 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -7077000.000000 Penalty: 5391.386230
	Iteration 3Q: 3 clusters Score -7077000 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -7078028.500000 Penalty: 5391.386230
	Iteration 4Q: 3 clusters Score -7078028 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -7079391.000000 Penalty: 5391.386230
	Iteration 5F: 3 clusters Score -7079391 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -7081064.500000 Penalty: 5391.386230
	Iteration 6F: 3 clusters Score -7081064 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -7082998.000000 Penalty: 5391.386230
	Iteration 7F: 3 clusters Score -7082998 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -7085081.000000 Penalty: 5391.386230
	Iteration 8F: 3 clusters Score -7085081 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -7087212.500000 Penalty: 5391.386230
	Iteration 9F: 3 clusters Score -7087212 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -7089240.000000 Penalty: 5391.386230
	Iteration 10F: 3 clusters Score -7089240 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -7090952.000000 Penalty: 5391.386230
	Iteration 11Q: 3 clusters Score -7090952 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -7092243.000000 Penalty: 5391.386230
	Iteration 12Q: 3 clusters Score -7092243 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -7093092.000000 Penalty: 5391.386230
	Iteration 13Q: 3 clusters Score -7093092 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -7093782.500000 Penalty: 5391.386230
	Iteration 14Q: 3 clusters Score -7093782 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -7094372.000000 Penalty: 5391.386230
	Iteration 15Q: 3 clusters Score -7094372 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -7094858.500000 Penalty: 5391.386230
	Iteration 16Q: 3 clusters Score -7094858 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -7095259.500000 Penalty: 5391.386230
	Iteration 17Q: 3 clusters Score -7095260 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -7095636.000000 Penalty: 5391.386230
	Iteration 18Q: 3 clusters Score -7095636 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -7095908.000000 Penalty: 5391.386230
	Iteration 19Q: 3 clusters Score -7095908 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -7096111.500000 Penalty: 5391.386230
	Iteration 20F: 3 clusters Score -7096112 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -7096320.000000 Penalty: 5391.386230
	Iteration 21Q: 3 clusters Score -7096320 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -7096483.500000 Penalty: 5391.386230
	Iteration 22Q: 3 clusters Score -7096484 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -7096627.500000 Penalty: 5391.386230
	Iteration 23Q: 3 clusters Score -7096628 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -7096727.500000 Penalty: 5391.386230
	Iteration 24Q: 3 clusters Score -7096728 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -7096805.500000 Penalty: 5391.386230
	Iteration 25Q: 3 clusters Score -7096806 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -7096868.500000 Penalty: 5391.386230
	Iteration 26Q: 3 clusters Score -7096868 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -7096946.500000 Penalty: 5391.386230
	Iteration 27Q: 3 clusters Score -7096946 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -7096984.000000 Penalty: 5391.386230
	Iteration 28Q: 3 clusters Score -7096984 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -7096982.500000 Penalty: 5391.386230
	Iteration 29Q: 3 clusters Score -7096982 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -7097009.500000 Penalty: 5391.386230
	Iteration 30Q: 3 clusters Score -7097010 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -7097026.000000 Penalty: 5391.386230
	Iteration 31Q: 3 clusters Score -7097026 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -7097070.000000 Penalty: 5391.386230
	Iteration 32Q: 3 clusters Score -7097070 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -7097090.500000 Penalty: 5391.386230
	Iteration 33Q: 3 clusters Score -7097090 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -7097088.000000 Penalty: 5391.386230
	Iteration 34Q: 3 clusters Score -7097088 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -7097113.500000 Penalty: 5391.386230
	Iteration 35Q: 3 clusters Score -7097114 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -7097115.500000 Penalty: 5391.386230
	Iteration 36Q: 3 clusters Score -7097116 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -7097126.000000 Penalty: 5391.386230
	Iteration 37Q: 3 clusters Score -7097126 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -7097156.500000 Penalty: 5391.386230
	Iteration 38Q: 3 clusters Score -7097156 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -7097182.000000 Penalty: 5391.386230
	Iteration 39Q: 3 clusters Score -7097182 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -7097187.000000 Penalty: 5391.386230
	Iteration 40F: 3 clusters Score -7097187 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -7097192.500000 Penalty: 5391.386230
	Iteration 41Q: 3 clusters Score -7097192 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -7097216.500000 Penalty: 5391.386230
	Iteration 42Q: 3 clusters Score -7097216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -7097223.500000 Penalty: 5391.386230
	Iteration 43Q: 3 clusters Score -7097224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -7097221.000000 Penalty: 5391.386230
	Iteration 44Q: 3 clusters Score -7097221 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -7097213.500000 Penalty: 5391.386230
	Iteration 45Q: 3 clusters Score -7097214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -7097216.500000 Penalty: 5391.386230
	Iteration 46Q: 3 clusters Score -7097216 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -7097224.500000 Penalty: 5391.386230
	Iteration 47Q: 3 clusters Score -7097224 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -7097224.000000 Penalty: 5391.386230
	Iteration 48Q: 3 clusters Score -7097224 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -7097218.000000 Penalty: 5391.386230
	Iteration 49Q: 3 clusters Score -7097218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -7097222.000000 Penalty: 5391.386230
	Iteration 50Q: 3 clusters Score -7097222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -7097236.500000 Penalty: 5391.386230
	Iteration 51Q: 3 clusters Score -7097236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -7097226.000000 Penalty: 5391.386230
	Iteration 52Q: 3 clusters Score -7097226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -7097232.000000 Penalty: 5391.386230
	Iteration 53Q: 3 clusters Score -7097232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -7097227.000000 Penalty: 5391.386230
	Iteration 54Q: 3 clusters Score -7097227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -7097244.500000 Penalty: 5391.386230
	Iteration 55Q: 3 clusters Score -7097244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -7097243.000000 Penalty: 5391.386230
	Iteration 56Q: 3 clusters Score -7097243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -7097250.000000 Penalty: 5391.386230
	Iteration 57Q: 3 clusters Score -7097250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -7097245.000000 Penalty: 5391.386230
	Iteration 58Q: 3 clusters Score -7097245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -7097249.000000 Penalty: 5391.386230
	Iteration 59Q: 3 clusters Score -7097249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -7097250.000000 Penalty: 5391.386230
	Iteration 60F: 3 clusters Score -7097250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -7097252.500000 Penalty: 5391.386230
	Iteration 61Q: 3 clusters Score -7097252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -7097254.000000 Penalty: 5391.386230
	Iteration 62Q: 3 clusters Score -7097254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -7097257.500000 Penalty: 5391.386230
	Iteration 63Q: 3 clusters Score -7097258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -7097258.000000 Penalty: 5391.386230
	Iteration 64Q: 3 clusters Score -7097258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -7097258.000000 Penalty: 5391.386230
	Iteration 65F: 3 clusters Score -7097258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (124800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124800 members 
Entering Unmasked Estep 
Score: -17453728.000000 Penalty: 2910.147949
	Iteration 0F: 2 clusters Score -1.745373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 62471 members 
Entering Unmasked Estep 
Score: -17371144.000000 Penalty: 5820.295898
	Iteration 0F: 3 clusters Score -1.737114e+07 nChanged 59110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 63109 members 
Entering Unmasked Estep 
Score: -17404672.000000 Penalty: 5820.295898
	Iteration 1F: 3 clusters Score -1.740467e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 63440 members 
Entering Unmasked Estep 
Score: -17405340.000000 Penalty: 5820.295898
	Iteration 2Q: 3 clusters Score -1.740534e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60807 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -17406038.000000 Penalty: 5820.295898
	Iteration 3Q: 3 clusters Score -1.740604e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59915 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -17406852.000000 Penalty: 5820.295898
	Iteration 4Q: 3 clusters Score -1.740685e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -17407668.000000 Penalty: 5820.295898
	Iteration 5Q: 3 clusters Score -1.740767e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 68306 members 
Entering Unmasked Estep 
Score: -17408804.000000 Penalty: 5820.295898
	Iteration 6Q: 3 clusters Score -1.74088e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53412 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -17410618.000000 Penalty: 5820.295898
	Iteration 7Q: 3 clusters Score -1.741062e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 75868 members 
Entering Unmasked Estep 
Score: -17413406.000000 Penalty: 5820.295898
	Iteration 8Q: 3 clusters Score -1.741341e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 81840 members 
Entering Unmasked Estep 
Score: -17417868.000000 Penalty: 5820.295898
	Iteration 9F: 3 clusters Score -1.741787e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 89076 members 
Entering Unmasked Estep 
Score: -17424122.000000 Penalty: 5820.295898
	Iteration 10F: 3 clusters Score -1.742412e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 96513 members 
Entering Unmasked Estep 
Score: -17430972.000000 Penalty: 5820.295898
	Iteration 11F: 3 clusters Score -1.743097e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 102894 members 
Entering Unmasked Estep 
Score: -17437080.000000 Penalty: 5820.295898
	Iteration 12F: 3 clusters Score -1.743708e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 107727 members 
Entering Unmasked Estep 
Score: -17441574.000000 Penalty: 5820.295898
	Iteration 13Q: 3 clusters Score -1.744157e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 111042 members 
Entering Unmasked Estep 
Score: -17444480.000000 Penalty: 5820.295898
	Iteration 14Q: 3 clusters Score -1.744448e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 113455 members 
Entering Unmasked Estep 
Score: -17446278.000000 Penalty: 5820.295898
	Iteration 15Q: 3 clusters Score -1.744628e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 115376 members 
Entering Unmasked Estep 
Score: -17447600.000000 Penalty: 5820.295898
	Iteration 16Q: 3 clusters Score -1.74476e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 116959 members 
Entering Unmasked Estep 
Score: -17448640.000000 Penalty: 5820.295898
	Iteration 17Q: 3 clusters Score -1.744864e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 118178 members 
Entering Unmasked Estep 
Score: -17449318.000000 Penalty: 5820.295898
	Iteration 18Q: 3 clusters Score -1.744932e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 119205 members 
Entering Unmasked Estep 
Score: -17449846.000000 Penalty: 5820.295898
	Iteration 19Q: 3 clusters Score -1.744985e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 120004 members 
Entering Unmasked Estep 
Score: -17450376.000000 Penalty: 5820.295898
	Iteration 20F: 3 clusters Score -1.745038e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 120574 members 
Entering Unmasked Estep 
Score: -17450662.000000 Penalty: 5820.295898
	Iteration 21Q: 3 clusters Score -1.745066e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 121034 members 
Entering Unmasked Estep 
Score: -17450926.000000 Penalty: 5820.295898
	Iteration 22Q: 3 clusters Score -1.745093e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 121358 members 
Entering Unmasked Estep 
Score: -17451086.000000 Penalty: 5820.295898
	Iteration 23Q: 3 clusters Score -1.745109e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 121600 members 
Entering Unmasked Estep 
Score: -17451200.000000 Penalty: 5820.295898
	Iteration 24Q: 3 clusters Score -1.74512e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 121814 members 
Entering Unmasked Estep 
Score: -17451276.000000 Penalty: 5820.295898
	Iteration 25Q: 3 clusters Score -1.745128e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 121993 members 
Entering Unmasked Estep 
Score: -17451336.000000 Penalty: 5820.295898
	Iteration 26Q: 3 clusters Score -1.745134e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 122156 members 
Entering Unmasked Estep 
Score: -17451434.000000 Penalty: 5820.295898
	Iteration 27Q: 3 clusters Score -1.745143e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 122301 members 
Entering Unmasked Estep 
Score: -17451534.000000 Penalty: 5820.295898
	Iteration 28Q: 3 clusters Score -1.745153e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 122413 members 
Entering Unmasked Estep 
Score: -17451578.000000 Penalty: 5820.295898
	Iteration 29Q: 3 clusters Score -1.745158e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 122491 members 
Entering Unmasked Estep 
Score: -17451592.000000 Penalty: 5820.295898
	Iteration 30Q: 3 clusters Score -1.745159e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 122537 members 
Entering Unmasked Estep 
Score: -17451588.000000 Penalty: 5820.295898
	Iteration 31Q: 3 clusters Score -1.745159e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 122585 members 
Entering Unmasked Estep 
Score: -17451592.000000 Penalty: 5820.295898
	Iteration 32Q: 3 clusters Score -1.745159e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 122632 members 
Entering Unmasked Estep 
Score: -17451590.000000 Penalty: 5820.295898
	Iteration 33Q: 3 clusters Score -1.745159e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 122661 members 
Entering Unmasked Estep 
Score: -17451630.000000 Penalty: 5820.295898
	Iteration 34Q: 3 clusters Score -1.745163e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 122691 members 
Entering Unmasked Estep 
Score: -17451612.000000 Penalty: 5820.295898
	Iteration 35Q: 3 clusters Score -1.745161e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 122709 members 
Entering Unmasked Estep 
Score: -17451626.000000 Penalty: 5820.295898
	Iteration 36Q: 3 clusters Score -1.745163e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 122743 members 
Entering Unmasked Estep 
Score: -17451616.000000 Penalty: 5820.295898
	Iteration 37Q: 3 clusters Score -1.745162e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 122770 members 
Entering Unmasked Estep 
Score: -17451612.000000 Penalty: 5820.295898
	Iteration 38Q: 3 clusters Score -1.745161e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 122788 members 
Entering Unmasked Estep 
Score: -17451608.000000 Penalty: 5820.295898
	Iteration 39Q: 3 clusters Score -1.745161e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 122806 members 
Entering Unmasked Estep 
Score: -17451600.000000 Penalty: 5820.295898
	Iteration 40F: 3 clusters Score -1.74516e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 122822 members 
Entering Unmasked Estep 
Score: -17451600.000000 Penalty: 5820.295898
	Iteration 41Q: 3 clusters Score -1.74516e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 122837 members 
Entering Unmasked Estep 
Score: -17451618.000000 Penalty: 5820.295898
	Iteration 42Q: 3 clusters Score -1.745162e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 122853 members 
Entering Unmasked Estep 
Score: -17451626.000000 Penalty: 5820.295898
	Iteration 43Q: 3 clusters Score -1.745163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 122865 members 
Entering Unmasked Estep 
Score: -17451626.000000 Penalty: 5820.295898
	Iteration 44Q: 3 clusters Score -1.745163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 122879 members 
Entering Unmasked Estep 
Score: -17451620.000000 Penalty: 5820.295898
	Iteration 45Q: 3 clusters Score -1.745162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 122884 members 
Entering Unmasked Estep 
Score: -17451634.000000 Penalty: 5820.295898
	Iteration 46Q: 3 clusters Score -1.745163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 122898 members 
Entering Unmasked Estep 
Score: -17451628.000000 Penalty: 5820.295898
	Iteration 47Q: 3 clusters Score -1.745163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 122906 members 
Entering Unmasked Estep 
Score: -17451634.000000 Penalty: 5820.295898
	Iteration 48Q: 3 clusters Score -1.745163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 122915 members 
Entering Unmasked Estep 
Score: -17451636.000000 Penalty: 5820.295898
	Iteration 49Q: 3 clusters Score -1.745164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 122924 members 
Entering Unmasked Estep 
Score: -17451630.000000 Penalty: 5820.295898
	Iteration 50Q: 3 clusters Score -1.745163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 122933 members 
Entering Unmasked Estep 
Score: -17451634.000000 Penalty: 5820.295898
	Iteration 51Q: 3 clusters Score -1.745163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 122938 members 
Entering Unmasked Estep 
Score: -17451634.000000 Penalty: 5820.295898
	Iteration 52Q: 3 clusters Score -1.745163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 122946 members 
Entering Unmasked Estep 
Score: -17451632.000000 Penalty: 5820.295898
	Iteration 53Q: 3 clusters Score -1.745163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 122953 members 
Entering Unmasked Estep 
Score: -17451624.000000 Penalty: 5820.295898
	Iteration 54Q: 3 clusters Score -1.745162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 122962 members 
Entering Unmasked Estep 
Score: -17451636.000000 Penalty: 5820.295898
	Iteration 55Q: 3 clusters Score -1.745164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 122973 members 
Entering Unmasked Estep 
Score: -17451642.000000 Penalty: 5820.295898
	Iteration 56Q: 3 clusters Score -1.745164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 122983 members 
Entering Unmasked Estep 
Score: -17451636.000000 Penalty: 5820.295898
	Iteration 57Q: 3 clusters Score -1.745164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 122998 members 
Entering Unmasked Estep 
Score: -17451638.000000 Penalty: 5820.295898
	Iteration 58Q: 3 clusters Score -1.745164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 123008 members 
Entering Unmasked Estep 
Score: -17451650.000000 Penalty: 5820.295898
	Iteration 59Q: 3 clusters Score -1.745165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 123013 members 
Entering Unmasked Estep 
Score: -17451650.000000 Penalty: 5820.295898
	Iteration 60F: 3 clusters Score -1.745165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 123022 members 
Entering Unmasked Estep 
Score: -17451648.000000 Penalty: 5820.295898
	Iteration 61Q: 3 clusters Score -1.745165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 123030 members 
Entering Unmasked Estep 
Score: -17451638.000000 Penalty: 5820.295898
	Iteration 62Q: 3 clusters Score -1.745164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 123038 members 
Entering Unmasked Estep 
Score: -17451638.000000 Penalty: 5820.295898
	Iteration 63Q: 3 clusters Score -1.745164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 123043 members 
Entering Unmasked Estep 
Score: -17451636.000000 Penalty: 5820.295898
	Iteration 64Q: 3 clusters Score -1.745164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 123044 members 
Entering Unmasked Estep 
Score: -17451634.000000 Penalty: 5820.295898
	Iteration 65Q: 3 clusters Score -1.745163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 123046 members 
Entering Unmasked Estep 
Score: -17451634.000000 Penalty: 5820.295898
	Iteration 66Q: 3 clusters Score -1.745163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 123047 members 
Entering Unmasked Estep 
Score: -17451632.000000 Penalty: 5820.295898
	Iteration 67Q: 3 clusters Score -1.745163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 123048 members 
Entering Unmasked Estep 
Score: -17451640.000000 Penalty: 5820.295898
	Iteration 68Q: 3 clusters Score -1.745164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 123050 members 
Entering Unmasked Estep 
Score: -17451640.000000 Penalty: 5820.295898
	Iteration 69Q: 3 clusters Score -1.745164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 123054 members 
Entering Unmasked Estep 
Score: -17451650.000000 Penalty: 5820.295898
	Iteration 70Q: 3 clusters Score -1.745165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 123057 members 
Entering Unmasked Estep 
Score: -17451658.000000 Penalty: 5820.295898
	Iteration 71Q: 3 clusters Score -1.745166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 123056 members 
Entering Unmasked Estep 
Score: -17451660.000000 Penalty: 5820.295898
	Iteration 72Q: 3 clusters Score -1.745166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 123056 members 
Entering Unmasked Estep 
Score: -17451660.000000 Penalty: 5820.295898
	Iteration 73F: 3 clusters Score -1.745166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (204429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204429 members 
Entering Unmasked Estep 
Score: -28557360.000000 Penalty: 3032.538086
	Iteration 0F: 2 clusters Score -2.855736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101788 members 
Mstep: Class 2 contains 102641 members 
Entering Unmasked Estep 
Score: -28434062.000000 Penalty: 6065.076172
	Iteration 0F: 3 clusters Score -2.843406e+07 nChanged 98557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92907 members 
Mstep: Class 2 contains 111522 members 
Entering Unmasked Estep 
Score: -28493122.000000 Penalty: 6065.076172
	Iteration 1F: 3 clusters Score -2.849312e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86867 members 
Mstep: Class 2 contains 117562 members 
Entering Unmasked Estep 
Score: -28495488.000000 Penalty: 6065.076172
	Iteration 2Q: 3 clusters Score -2.849549e+07 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 126530 members 
Entering Unmasked Estep 
Score: -28499540.000000 Penalty: 6065.076172
	Iteration 3F: 3 clusters Score -2.849954e+07 nChanged 13318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 138902 members 
Entering Unmasked Estep 
Score: -28506266.000000 Penalty: 6065.076172
	Iteration 4F: 3 clusters Score -2.850627e+07 nChanged 15911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 154369 members 
Entering Unmasked Estep 
Score: -28516282.000000 Penalty: 6065.076172
	Iteration 5F: 3 clusters Score -2.851628e+07 nChanged 16753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 170960 members 
Entering Unmasked Estep 
Score: -28527810.000000 Penalty: 6065.076172
	Iteration 6F: 3 clusters Score -2.852781e+07 nChanged 14631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 185567 members 
Entering Unmasked Estep 
Score: -28539072.000000 Penalty: 6065.076172
	Iteration 7F: 3 clusters Score -2.853907e+07 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 195689 members 
Entering Unmasked Estep 
Score: -28547804.000000 Penalty: 6065.076172
	Iteration 8Q: 3 clusters Score -2.85478e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 200867 members 
Entering Unmasked Estep 
Score: -28551918.000000 Penalty: 6065.076172
	Iteration 9Q: 3 clusters Score -2.855192e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 202952 members 
Entering Unmasked Estep 
Score: -28553668.000000 Penalty: 6065.076172
	Iteration 10Q: 3 clusters Score -2.855367e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 203642 members 
Entering Unmasked Estep 
Score: -28554222.000000 Penalty: 6065.076172
	Iteration 11Q: 3 clusters Score -2.855422e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 203862 members 
Entering Unmasked Estep 
Score: -28554458.000000 Penalty: 6065.076172
	Iteration 12Q: 3 clusters Score -2.855446e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 203951 members 
Entering Unmasked Estep 
Score: -28554572.000000 Penalty: 6065.076172
	Iteration 13Q: 3 clusters Score -2.855457e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 203981 members 
Entering Unmasked Estep 
Score: -28554582.000000 Penalty: 6065.076172
	Iteration 14Q: 3 clusters Score -2.855458e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 203990 members 
Entering Unmasked Estep 
Score: -28554612.000000 Penalty: 6065.076172
	Iteration 15Q: 3 clusters Score -2.855461e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 204003 members 
Entering Unmasked Estep 
Score: -28554600.000000 Penalty: 6065.076172
	Iteration 16Q: 3 clusters Score -2.85546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 204010 members 
Entering Unmasked Estep 
Score: -28554598.000000 Penalty: 6065.076172
	Iteration 17Q: 3 clusters Score -2.85546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 204021 members 
Entering Unmasked Estep 
Score: -28554654.000000 Penalty: 6065.076172
	Iteration 18Q: 3 clusters Score -2.855465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 204030 members 
Entering Unmasked Estep 
Score: -28554660.000000 Penalty: 6065.076172
	Iteration 19Q: 3 clusters Score -2.855466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 204036 members 
Entering Unmasked Estep 
Score: -28554662.000000 Penalty: 6065.076172
	Iteration 20F: 3 clusters Score -2.855466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 204042 members 
Entering Unmasked Estep 
Score: -28554654.000000 Penalty: 6065.076172
	Iteration 21Q: 3 clusters Score -2.855465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 204045 members 
Entering Unmasked Estep 
Score: -28554652.000000 Penalty: 6065.076172
	Iteration 22Q: 3 clusters Score -2.855465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 204049 members 
Entering Unmasked Estep 
Score: -28554646.000000 Penalty: 6065.076172
	Iteration 23Q: 3 clusters Score -2.855465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 204052 members 
Entering Unmasked Estep 
Score: -28554664.000000 Penalty: 6065.076172
	Iteration 24Q: 3 clusters Score -2.855466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 204054 members 
Entering Unmasked Estep 
Score: -28554656.000000 Penalty: 6065.076172
	Iteration 25Q: 3 clusters Score -2.855466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 204055 members 
Entering Unmasked Estep 
Score: -28554694.000000 Penalty: 6065.076172
	Iteration 26Q: 3 clusters Score -2.855469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 204060 members 
Entering Unmasked Estep 
Score: -28554692.000000 Penalty: 6065.076172
	Iteration 27Q: 3 clusters Score -2.855469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 204062 members 
Entering Unmasked Estep 
Score: -28554692.000000 Penalty: 6065.076172
	Iteration 28Q: 3 clusters Score -2.855469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 204062 members 
Entering Unmasked Estep 
Score: -28554692.000000 Penalty: 6065.076172
	Iteration 29F: 3 clusters Score -2.855469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -70447.609375 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -70447.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68950.890625 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -68950.89 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -69204.429688 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -69204.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -69314.437500 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -69314.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69393.085938 Penalty: 3144.818115
	Iteration 3F: 3 clusters Score -69393.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69449.039062 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -69449.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69476.476562 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -69476.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -69498.453125 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -69498.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69504.695312 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -69504.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69508.054688 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -69508.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69510.132812 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -69510.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -69512.273438 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -69512.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69513.414062 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -69513.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -69516.335938 Penalty: 3144.818115
	Iteration 12Q: 3 clusters Score -69516.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -69524.054688 Penalty: 3144.818115
	Iteration 13Q: 3 clusters Score -69524.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -69530.742188 Penalty: 3144.818115
	Iteration 14Q: 3 clusters Score -69530.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -69530.742188 Penalty: 3144.818115
	Iteration 15F: 3 clusters Score -69530.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -61464.738281 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -61464.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59922.250000 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -59922.25 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60099.015625 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -60099.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60188.082031 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -60188.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60233.109375 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -60233.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60278.699219 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -60278.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60379.593750 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -60379.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60471.691406 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -60471.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60512.398438 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -60512.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60539.945312 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -60539.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60550.582031 Penalty: 3082.445557
	Iteration 9Q: 3 clusters Score -60550.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60558.699219 Penalty: 3082.445557
	Iteration 10Q: 3 clusters Score -60558.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60565.375000 Penalty: 3082.445557
	Iteration 11Q: 3 clusters Score -60565.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60567.363281 Penalty: 3082.445557
	Iteration 12Q: 3 clusters Score -60567.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60569.859375 Penalty: 3082.445557
	Iteration 13Q: 3 clusters Score -60569.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60572.691406 Penalty: 3082.445557
	Iteration 14F: 3 clusters Score -60572.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60608.484375 Penalty: 3082.445557
	Iteration 15Q: 3 clusters Score -60608.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60615.121094 Penalty: 3082.445557
	Iteration 16Q: 3 clusters Score -60615.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60617.164062 Penalty: 3082.445557
	Iteration 17Q: 3 clusters Score -60617.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60617.164062 Penalty: 3082.445557
	Iteration 18F: 3 clusters Score -60617.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -149803.203125 Penalty: 1750.145142
	Iteration 0F: 2 clusters Score -149803.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -147758.953125 Penalty: 3500.290283
	Iteration 0F: 3 clusters Score -147759 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -148196.812500 Penalty: 3500.290283
	Iteration 1F: 3 clusters Score -148196.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -148500.890625 Penalty: 3500.290283
	Iteration 2F: 3 clusters Score -148500.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -148739.015625 Penalty: 3500.290283
	Iteration 3F: 3 clusters Score -148739 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -149012.734375 Penalty: 3500.290283
	Iteration 4F: 3 clusters Score -149012.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -149315.968750 Penalty: 3500.290283
	Iteration 5F: 3 clusters Score -149316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -149521.031250 Penalty: 3500.290283
	Iteration 6Q: 3 clusters Score -149521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -149611.734375 Penalty: 3500.290283
	Iteration 7Q: 3 clusters Score -149611.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -149668.984375 Penalty: 3500.290283
	Iteration 8Q: 3 clusters Score -149669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -149708.671875 Penalty: 3500.290283
	Iteration 9Q: 3 clusters Score -149708.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -149742.343750 Penalty: 3500.290283
	Iteration 10Q: 3 clusters Score -149742.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -149794.203125 Penalty: 3500.290283
	Iteration 11Q: 3 clusters Score -149794.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -149866.640625 Penalty: 3500.290283
	Iteration 12Q: 3 clusters Score -149866.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -149941.296875 Penalty: 3500.290283
	Iteration 13Q: 3 clusters Score -149941.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -149978.250000 Penalty: 3500.290283
	Iteration 14Q: 3 clusters Score -149978.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -149994.328125 Penalty: 3500.290283
	Iteration 15Q: 3 clusters Score -149994.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -150000.859375 Penalty: 3500.290283
	Iteration 16Q: 3 clusters Score -150000.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -150006.218750 Penalty: 3500.290283
	Iteration 17Q: 3 clusters Score -150006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -150010.437500 Penalty: 3500.290283
	Iteration 18Q: 3 clusters Score -150010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -150014.703125 Penalty: 3500.290283
	Iteration 19Q: 3 clusters Score -150014.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -150017.234375 Penalty: 3500.290283
	Iteration 20F: 3 clusters Score -150017.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -150019.578125 Penalty: 3500.290283
	Iteration 21Q: 3 clusters Score -150019.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -150023.359375 Penalty: 3500.290283
	Iteration 22Q: 3 clusters Score -150023.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -150023.625000 Penalty: 3500.290283
	Iteration 23Q: 3 clusters Score -150023.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -150023.625000 Penalty: 3500.290283
	Iteration 24F: 3 clusters Score -150023.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4013 members 
Mstep: Class 3 contains 20364 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27088 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294682 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165033 members 
Mstep: Class 11 contains 39419 members 
Mstep: Class 12 contains 21407 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10021 members 
Mstep: Class 15 contains 15043 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52561 members 
Mstep: Class 18 contains 124800 members 
Mstep: Class 19 contains 951 members 
Mstep: Class 20 contains 204429 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 210 members 
Entering Unmasked Estep 
Score: -135791984.000000 Penalty: 78787.804688
Splitting cluster 23 changes total score from -135793424.000000 to -135791984.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4013 members 
Mstep: Class 3 contains 20364 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27088 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294682 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165033 members 
Mstep: Class 11 contains 39419 members 
Mstep: Class 12 contains 21407 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10021 members 
Mstep: Class 15 contains 15043 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52561 members 
Mstep: Class 18 contains 124800 members 
Mstep: Class 20 contains 204429 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793296.000000 Penalty: 75362.250000
Iteration 319Q: 23 clusters Score -1.357933e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4014 members 
Mstep: Class 3 contains 20368 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27087 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294686 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165092 members 
Mstep: Class 11 contains 39418 members 
Mstep: Class 12 contains 21408 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10017 members 
Mstep: Class 15 contains 15044 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52561 members 
Mstep: Class 18 contains 124736 members 
Mstep: Class 20 contains 204429 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793232.000000 Penalty: 75362.250000
Iteration 320F: 23 clusters Score -1.357932e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 20372 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27086 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294691 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165129 members 
Mstep: Class 11 contains 39417 members 
Mstep: Class 12 contains 21410 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10015 members 
Mstep: Class 15 contains 15048 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52560 members 
Mstep: Class 18 contains 124689 members 
Mstep: Class 20 contains 204428 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793184.000000 Penalty: 75362.250000
Iteration 321Q: 23 clusters Score -1.357932e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 20372 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27082 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294700 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165173 members 
Mstep: Class 11 contains 39417 members 
Mstep: Class 12 contains 21408 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10013 members 
Mstep: Class 15 contains 15049 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52557 members 
Mstep: Class 18 contains 124645 members 
Mstep: Class 20 contains 204429 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793184.000000 Penalty: 75362.250000
Iteration 322Q: 23 clusters Score -1.357932e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 20372 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27084 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294712 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165187 members 
Mstep: Class 11 contains 39417 members 
Mstep: Class 12 contains 21408 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10012 members 
Mstep: Class 15 contains 15049 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52556 members 
Mstep: Class 18 contains 124609 members 
Mstep: Class 20 contains 204439 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793136.000000 Penalty: 75362.250000
Iteration 323Q: 23 clusters Score -1.357931e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 20372 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27085 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294729 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165197 members 
Mstep: Class 11 contains 39417 members 
Mstep: Class 12 contains 21405 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10011 members 
Mstep: Class 15 contains 15049 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52556 members 
Mstep: Class 18 contains 124577 members 
Mstep: Class 20 contains 204447 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793232.000000 Penalty: 75362.250000
Iteration 324Q: 23 clusters Score -1.357932e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 20367 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27083 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294746 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165207 members 
Mstep: Class 11 contains 39418 members 
Mstep: Class 12 contains 21403 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10011 members 
Mstep: Class 15 contains 15049 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 124554 members 
Mstep: Class 20 contains 204453 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793248.000000 Penalty: 75362.250000
Iteration 325Q: 23 clusters Score -1.357932e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 20367 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27080 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294761 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165210 members 
Mstep: Class 11 contains 39418 members 
Mstep: Class 12 contains 21400 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10012 members 
Mstep: Class 15 contains 15049 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 124544 members 
Mstep: Class 20 contains 204450 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793168.000000 Penalty: 75362.250000
Iteration 326Q: 23 clusters Score -1.357932e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 20362 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27078 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294774 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165196 members 
Mstep: Class 11 contains 39419 members 
Mstep: Class 12 contains 21404 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10012 members 
Mstep: Class 15 contains 15048 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52551 members 
Mstep: Class 18 contains 124547 members 
Mstep: Class 20 contains 204454 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793136.000000 Penalty: 75362.250000
Iteration 327Q: 23 clusters Score -1.357931e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 20352 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27085 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294789 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165199 members 
Mstep: Class 11 contains 39419 members 
Mstep: Class 12 contains 21404 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10011 members 
Mstep: Class 15 contains 15046 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52551 members 
Mstep: Class 18 contains 124536 members 
Mstep: Class 20 contains 204453 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793184.000000 Penalty: 75362.250000
Iteration 328Q: 23 clusters Score -1.357932e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 20348 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27084 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294802 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165187 members 
Mstep: Class 11 contains 39419 members 
Mstep: Class 12 contains 21405 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10012 members 
Mstep: Class 15 contains 15052 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52551 members 
Mstep: Class 18 contains 124526 members 
Mstep: Class 20 contains 204459 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793216.000000 Penalty: 75362.250000
Iteration 329Q: 23 clusters Score -1.357932e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 20345 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27083 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294813 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165175 members 
Mstep: Class 11 contains 39419 members 
Mstep: Class 12 contains 21401 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10012 members 
Mstep: Class 15 contains 15053 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52553 members 
Mstep: Class 18 contains 124528 members 
Mstep: Class 20 contains 204463 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793184.000000 Penalty: 75362.250000
Iteration 330Q: 23 clusters Score -1.357932e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 20339 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27087 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294814 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165168 members 
Mstep: Class 11 contains 39419 members 
Mstep: Class 12 contains 21399 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10012 members 
Mstep: Class 15 contains 15049 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52553 members 
Mstep: Class 18 contains 124536 members 
Mstep: Class 20 contains 204469 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793200.000000 Penalty: 75362.250000
Iteration 331Q: 23 clusters Score -1.357932e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 20337 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27088 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 294819 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165171 members 
Mstep: Class 11 contains 39420 members 
Mstep: Class 12 contains 21397 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10012 members 
Mstep: Class 15 contains 15050 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 124528 members 
Mstep: Class 20 contains 204469 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793232.000000 Penalty: 75362.250000
Iteration 332Q: 23 clusters Score -1.357932e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 20335 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27088 members 
Mstep: Class 6 contains 2601 members 
Mstep: Class 7 contains 294823 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165166 members 
Mstep: Class 11 contains 39422 members 
Mstep: Class 12 contains 21398 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10011 members 
Mstep: Class 15 contains 15052 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 124527 members 
Mstep: Class 20 contains 204470 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793120.000000 Penalty: 75362.250000
Iteration 333Q: 23 clusters Score -1.357931e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 20336 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27087 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294822 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165165 members 
Mstep: Class 11 contains 39425 members 
Mstep: Class 12 contains 21394 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10011 members 
Mstep: Class 15 contains 15056 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52555 members 
Mstep: Class 18 contains 124524 members 
Mstep: Class 20 contains 204473 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793120.000000 Penalty: 75362.250000
Iteration 334Q: 23 clusters Score -1.357931e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 20336 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27087 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294828 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165173 members 
Mstep: Class 11 contains 39425 members 
Mstep: Class 12 contains 21390 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10011 members 
Mstep: Class 15 contains 15057 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52555 members 
Mstep: Class 18 contains 124515 members 
Mstep: Class 20 contains 204471 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793168.000000 Penalty: 75362.250000
Iteration 335Q: 23 clusters Score -1.357932e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 20336 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27088 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294832 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165182 members 
Mstep: Class 11 contains 39425 members 
Mstep: Class 12 contains 21390 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10012 members 
Mstep: Class 15 contains 15057 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52555 members 
Mstep: Class 18 contains 124495 members 
Mstep: Class 20 contains 204475 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793184.000000 Penalty: 75362.250000
Iteration 336Q: 23 clusters Score -1.357932e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20336 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27088 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294841 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165187 members 
Mstep: Class 11 contains 39424 members 
Mstep: Class 12 contains 21389 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10013 members 
Mstep: Class 15 contains 15057 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52555 members 
Mstep: Class 18 contains 124476 members 
Mstep: Class 20 contains 204480 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793040.000000 Penalty: 75362.250000
Iteration 337Q: 23 clusters Score -1.35793e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20337 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27087 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294848 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165181 members 
Mstep: Class 11 contains 39425 members 
Mstep: Class 12 contains 21385 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10014 members 
Mstep: Class 15 contains 15058 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52555 members 
Mstep: Class 18 contains 124469 members 
Mstep: Class 20 contains 204487 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792992.000000 Penalty: 75362.250000
Iteration 338Q: 23 clusters Score -1.35793e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20337 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27085 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294857 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165180 members 
Mstep: Class 11 contains 39426 members 
Mstep: Class 12 contains 21388 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10014 members 
Mstep: Class 15 contains 15060 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 124453 members 
Mstep: Class 20 contains 204492 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793008.000000 Penalty: 75362.250000
Iteration 339Q: 23 clusters Score -1.35793e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20339 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27083 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294863 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165177 members 
Mstep: Class 11 contains 39426 members 
Mstep: Class 12 contains 21387 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10014 members 
Mstep: Class 15 contains 15058 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52555 members 
Mstep: Class 18 contains 124451 members 
Mstep: Class 20 contains 204493 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792992.000000 Penalty: 75362.250000
Iteration 340F: 23 clusters Score -1.35793e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20342 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27081 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294869 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165174 members 
Mstep: Class 11 contains 39426 members 
Mstep: Class 12 contains 21388 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10012 members 
Mstep: Class 15 contains 15061 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52555 members 
Mstep: Class 18 contains 124437 members 
Mstep: Class 20 contains 204501 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792944.000000 Penalty: 75362.250000
Iteration 341Q: 23 clusters Score -1.357929e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20343 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27080 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294872 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165174 members 
Mstep: Class 11 contains 39426 members 
Mstep: Class 12 contains 21390 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10013 members 
Mstep: Class 15 contains 15063 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52555 members 
Mstep: Class 18 contains 124429 members 
Mstep: Class 20 contains 204501 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792992.000000 Penalty: 75362.250000
Iteration 342Q: 23 clusters Score -1.35793e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20343 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27079 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294876 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165173 members 
Mstep: Class 11 contains 39426 members 
Mstep: Class 12 contains 21390 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10014 members 
Mstep: Class 15 contains 15064 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52556 members 
Mstep: Class 18 contains 124426 members 
Mstep: Class 20 contains 204499 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793072.000000 Penalty: 75362.250000
Iteration 343Q: 23 clusters Score -1.357931e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20342 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27079 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294880 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165172 members 
Mstep: Class 11 contains 39426 members 
Mstep: Class 12 contains 21390 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10013 members 
Mstep: Class 15 contains 15066 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52556 members 
Mstep: Class 18 contains 124423 members 
Mstep: Class 20 contains 204500 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793024.000000 Penalty: 75362.250000
Iteration 344Q: 23 clusters Score -1.35793e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20341 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27078 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294883 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165177 members 
Mstep: Class 11 contains 39426 members 
Mstep: Class 12 contains 21391 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10012 members 
Mstep: Class 15 contains 15068 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52557 members 
Mstep: Class 18 contains 124413 members 
Mstep: Class 20 contains 204501 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793040.000000 Penalty: 75362.250000
Iteration 345Q: 23 clusters Score -1.35793e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20340 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27077 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294897 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165180 members 
Mstep: Class 11 contains 39426 members 
Mstep: Class 12 contains 21391 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10012 members 
Mstep: Class 15 contains 15068 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52557 members 
Mstep: Class 18 contains 124398 members 
Mstep: Class 20 contains 204501 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793072.000000 Penalty: 75362.250000
Iteration 346Q: 23 clusters Score -1.357931e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20339 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27077 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294908 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165178 members 
Mstep: Class 11 contains 39427 members 
Mstep: Class 12 contains 21388 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10011 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52557 members 
Mstep: Class 18 contains 124388 members 
Mstep: Class 20 contains 204505 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793056.000000 Penalty: 75362.250000
Iteration 347Q: 23 clusters Score -1.357931e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20337 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27076 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294920 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165174 members 
Mstep: Class 11 contains 39427 members 
Mstep: Class 12 contains 21386 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10010 members 
Mstep: Class 15 contains 15067 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52557 members 
Mstep: Class 18 contains 124386 members 
Mstep: Class 20 contains 204506 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793120.000000 Penalty: 75362.250000
Iteration 348Q: 23 clusters Score -1.357931e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20339 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27075 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294928 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165158 members 
Mstep: Class 11 contains 39428 members 
Mstep: Class 12 contains 21385 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10010 members 
Mstep: Class 15 contains 15067 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52555 members 
Mstep: Class 18 contains 124394 members 
Mstep: Class 20 contains 204507 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793104.000000 Penalty: 75362.250000
Iteration 349Q: 23 clusters Score -1.357931e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20339 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27075 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294930 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165152 members 
Mstep: Class 11 contains 39428 members 
Mstep: Class 12 contains 21386 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10009 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52556 members 
Mstep: Class 18 contains 124394 members 
Mstep: Class 20 contains 204508 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793120.000000 Penalty: 75362.250000
Iteration 350Q: 23 clusters Score -1.357931e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20339 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27075 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294941 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165145 members 
Mstep: Class 11 contains 39428 members 
Mstep: Class 12 contains 21387 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10008 members 
Mstep: Class 15 contains 15068 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52555 members 
Mstep: Class 18 contains 124391 members 
Mstep: Class 20 contains 204509 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793088.000000 Penalty: 75362.250000
Iteration 351Q: 23 clusters Score -1.357931e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20338 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27076 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294945 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165141 members 
Mstep: Class 11 contains 39428 members 
Mstep: Class 12 contains 21388 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10008 members 
Mstep: Class 15 contains 15066 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52556 members 
Mstep: Class 18 contains 124392 members 
Mstep: Class 20 contains 204508 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793024.000000 Penalty: 75362.250000
Iteration 352Q: 23 clusters Score -1.35793e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20336 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27077 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294954 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165129 members 
Mstep: Class 11 contains 39428 members 
Mstep: Class 12 contains 21391 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10008 members 
Mstep: Class 15 contains 15064 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52556 members 
Mstep: Class 18 contains 124394 members 
Mstep: Class 20 contains 204509 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793040.000000 Penalty: 75362.250000
Iteration 353Q: 23 clusters Score -1.35793e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20336 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27077 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294963 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165113 members 
Mstep: Class 11 contains 39428 members 
Mstep: Class 12 contains 21389 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10008 members 
Mstep: Class 15 contains 15064 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 124405 members 
Mstep: Class 20 contains 204509 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793024.000000 Penalty: 75362.250000
Iteration 354Q: 23 clusters Score -1.35793e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20336 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27077 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294974 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165100 members 
Mstep: Class 11 contains 39428 members 
Mstep: Class 12 contains 21388 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10008 members 
Mstep: Class 15 contains 15063 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52553 members 
Mstep: Class 18 contains 124406 members 
Mstep: Class 20 contains 204513 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793040.000000 Penalty: 75362.250000
Iteration 355Q: 23 clusters Score -1.35793e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20338 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27077 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294982 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165094 members 
Mstep: Class 11 contains 39428 members 
Mstep: Class 12 contains 21387 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10008 members 
Mstep: Class 15 contains 15063 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52553 members 
Mstep: Class 18 contains 124400 members 
Mstep: Class 20 contains 204516 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793120.000000 Penalty: 75362.250000
Iteration 356Q: 23 clusters Score -1.357931e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20338 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27077 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294982 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165091 members 
Mstep: Class 11 contains 39428 members 
Mstep: Class 12 contains 21388 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10008 members 
Mstep: Class 15 contains 15063 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52555 members 
Mstep: Class 18 contains 124398 members 
Mstep: Class 20 contains 204518 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793104.000000 Penalty: 75362.250000
Iteration 357Q: 23 clusters Score -1.357931e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20339 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27077 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294978 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165092 members 
Mstep: Class 11 contains 39429 members 
Mstep: Class 12 contains 21387 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10007 members 
Mstep: Class 15 contains 15065 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52555 members 
Mstep: Class 18 contains 124399 members 
Mstep: Class 20 contains 204518 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793136.000000 Penalty: 75362.250000
Iteration 358Q: 23 clusters Score -1.357931e+08 nChanged 46
Entering ConstructFrom: 
Score: -135793136.000000 Penalty: 75362.250000
Entering ConstructFrom: 
Trying to split cluster 1 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -55534.109375 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -55534.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54048.722656 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -54048.72 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54266.523438 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -54266.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54365.554688 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -54365.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -54440.246094 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -54440.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -54518.621094 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -54518.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -54614.539062 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -54614.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -54761.792969 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -54761.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54874.304688 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -54874.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54934.292969 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -54934.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54988.980469 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -54988.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55061.164062 Penalty: 3050.698975
	Iteration 10Q: 3 clusters Score -55061.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55121.445312 Penalty: 3050.698975
	Iteration 11Q: 3 clusters Score -55121.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55173.882812 Penalty: 3050.698975
	Iteration 12Q: 3 clusters Score -55173.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55212.757812 Penalty: 3050.698975
	Iteration 13Q: 3 clusters Score -55212.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55229.769531 Penalty: 3050.698975
	Iteration 14Q: 3 clusters Score -55229.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55242.937500 Penalty: 3050.698975
	Iteration 15Q: 3 clusters Score -55242.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55256.429688 Penalty: 3050.698975
	Iteration 16Q: 3 clusters Score -55256.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -55288.753906 Penalty: 3050.698975
	Iteration 17Q: 3 clusters Score -55288.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -55317.804688 Penalty: 3050.698975
	Iteration 18Q: 3 clusters Score -55317.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55343.976562 Penalty: 3050.698975
	Iteration 19Q: 3 clusters Score -55343.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55403.710938 Penalty: 3050.698975
	Iteration 20F: 3 clusters Score -55403.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -55467.601562 Penalty: 3050.698975
	Iteration 21Q: 3 clusters Score -55467.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55557.445312 Penalty: 3050.698975
	Iteration 22Q: 3 clusters Score -55557.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -55589.003906 Penalty: 3050.698975
	Iteration 23Q: 3 clusters Score -55589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -55613.546875 Penalty: 3050.698975
	Iteration 24Q: 3 clusters Score -55613.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -55663.699219 Penalty: 3050.698975
	Iteration 25Q: 3 clusters Score -55663.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -55816.992188 Penalty: 3050.698975
	Iteration 26Q: 3 clusters Score -55816.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -55891.921875 Penalty: 3050.698975
	Iteration 27Q: 3 clusters Score -55891.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -55905.433594 Penalty: 3050.698975
	Iteration 28Q: 3 clusters Score -55905.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -55911.410156 Penalty: 3050.698975
	Iteration 29Q: 3 clusters Score -55911.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -55911.410156 Penalty: 3050.698975
	Iteration 30F: 3 clusters Score -55911.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20337 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27077 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294973 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165088 members 
Mstep: Class 11 contains 39430 members 
Mstep: Class 12 contains 21384 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10007 members 
Mstep: Class 15 contains 15068 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52556 members 
Mstep: Class 18 contains 124410 members 
Mstep: Class 19 contains 321 members 
Mstep: Class 20 contains 204516 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
Score: -135791760.000000 Penalty: 78787.804688
Splitting cluster 1 changes total score from -135793136.000000 to -135791760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Entering Unmasked Estep 
Score: -516724.375000 Penalty: 2057.976074
	Iteration 0F: 2 clusters Score -516724.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -512843.968750 Penalty: 4115.952148
	Iteration 0F: 3 clusters Score -512844 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -513718.437500 Penalty: 4115.952148
	Iteration 1F: 3 clusters Score -513718.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -513948.875000 Penalty: 4115.952148
	Iteration 2F: 3 clusters Score -513948.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -514115.437500 Penalty: 4115.952148
	Iteration 3F: 3 clusters Score -514115.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -514248.625000 Penalty: 4115.952148
	Iteration 4Q: 3 clusters Score -514248.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -514382.468750 Penalty: 4115.952148
	Iteration 5Q: 3 clusters Score -514382.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -514556.812500 Penalty: 4115.952148
	Iteration 6Q: 3 clusters Score -514556.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -514806.187500 Penalty: 4115.952148
	Iteration 7F: 3 clusters Score -514806.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -515054.812500 Penalty: 4115.952148
	Iteration 8F: 3 clusters Score -515054.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -515366.687500 Penalty: 4115.952148
	Iteration 9F: 3 clusters Score -515366.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -515739.656250 Penalty: 4115.952148
	Iteration 10F: 3 clusters Score -515739.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -516221.375000 Penalty: 4115.952148
	Iteration 11F: 3 clusters Score -516221.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -516651.031250 Penalty: 4115.952148
	Iteration 12F: 3 clusters Score -516651 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -516835.281250 Penalty: 4115.952148
	Iteration 13Q: 3 clusters Score -516835.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -516917.968750 Penalty: 4115.952148
	Iteration 14Q: 3 clusters Score -516918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -516951.156250 Penalty: 4115.952148
	Iteration 15Q: 3 clusters Score -516951.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -516970.343750 Penalty: 4115.952148
	Iteration 16Q: 3 clusters Score -516970.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -516980.125000 Penalty: 4115.952148
	Iteration 17Q: 3 clusters Score -516980.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -516985.281250 Penalty: 4115.952148
	Iteration 18Q: 3 clusters Score -516985.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -516986.718750 Penalty: 4115.952148
	Iteration 19Q: 3 clusters Score -516986.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -516990.468750 Penalty: 4115.952148
	Iteration 20F: 3 clusters Score -516990.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -516993.218750 Penalty: 4115.952148
	Iteration 21Q: 3 clusters Score -516993.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -516996.062500 Penalty: 4115.952148
	Iteration 22Q: 3 clusters Score -516996.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -516997.500000 Penalty: 4115.952148
	Iteration 23Q: 3 clusters Score -516997.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -516998.687500 Penalty: 4115.952148
	Iteration 24Q: 3 clusters Score -516998.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -516998.406250 Penalty: 4115.952148
	Iteration 25Q: 3 clusters Score -516998.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -516998.406250 Penalty: 4115.952148
	Iteration 26F: 3 clusters Score -516998.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2652 members 
Mstep: Class 3 contains 20337 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27077 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294973 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165088 members 
Mstep: Class 11 contains 39430 members 
Mstep: Class 12 contains 21384 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10007 members 
Mstep: Class 15 contains 15068 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52556 members 
Mstep: Class 18 contains 124410 members 
Mstep: Class 19 contains 1365 members 
Mstep: Class 20 contains 204516 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
Score: -135791856.000000 Penalty: 78787.804688
Splitting cluster 2 changes total score from -135793136.000000 to -135791856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (20337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Entering Unmasked Estep 
Score: -2849247.750000 Penalty: 2460.208984
	Iteration 0F: 2 clusters Score -2849248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2834929.500000 Penalty: 4920.417969
	Iteration 0F: 3 clusters Score -2834930 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2839533.250000 Penalty: 4920.417969
	Iteration 1F: 3 clusters Score -2839533 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2839947.750000 Penalty: 4920.417969
	Iteration 2F: 3 clusters Score -2839948 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2840295.750000 Penalty: 4920.417969
	Iteration 3Q: 3 clusters Score -2840296 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2840592.500000 Penalty: 4920.417969
	Iteration 4Q: 3 clusters Score -2840592 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2840935.750000 Penalty: 4920.417969
	Iteration 5Q: 3 clusters Score -2840936 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2841293.000000 Penalty: 4920.417969
	Iteration 6Q: 3 clusters Score -2841293 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2841696.000000 Penalty: 4920.417969
	Iteration 7Q: 3 clusters Score -2841696 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2842189.000000 Penalty: 4920.417969
	Iteration 8Q: 3 clusters Score -2842189 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2842754.000000 Penalty: 4920.417969
	Iteration 9Q: 3 clusters Score -2842754 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2843487.250000 Penalty: 4920.417969
	Iteration 10F: 3 clusters Score -2843487 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2844305.500000 Penalty: 4920.417969
	Iteration 11F: 3 clusters Score -2844306 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2845115.500000 Penalty: 4920.417969
	Iteration 12F: 3 clusters Score -2845116 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2845704.500000 Penalty: 4920.417969
	Iteration 13Q: 3 clusters Score -2845704 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2846173.000000 Penalty: 4920.417969
	Iteration 14Q: 3 clusters Score -2846173 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2846523.250000 Penalty: 4920.417969
	Iteration 15Q: 3 clusters Score -2846523 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2846761.000000 Penalty: 4920.417969
	Iteration 16Q: 3 clusters Score -2846761 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2846913.000000 Penalty: 4920.417969
	Iteration 17Q: 3 clusters Score -2846913 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2847010.750000 Penalty: 4920.417969
	Iteration 18Q: 3 clusters Score -2847011 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2847084.750000 Penalty: 4920.417969
	Iteration 19Q: 3 clusters Score -2847085 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2847149.750000 Penalty: 4920.417969
	Iteration 20F: 3 clusters Score -2847150 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2847174.500000 Penalty: 4920.417969
	Iteration 21Q: 3 clusters Score -2847174 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2847208.750000 Penalty: 4920.417969
	Iteration 22Q: 3 clusters Score -2847209 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2847231.250000 Penalty: 4920.417969
	Iteration 23Q: 3 clusters Score -2847231 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2847251.250000 Penalty: 4920.417969
	Iteration 24Q: 3 clusters Score -2847251 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2847272.500000 Penalty: 4920.417969
	Iteration 25Q: 3 clusters Score -2847272 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2847296.250000 Penalty: 4920.417969
	Iteration 26Q: 3 clusters Score -2847296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2847329.250000 Penalty: 4920.417969
	Iteration 27Q: 3 clusters Score -2847329 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2847329.500000 Penalty: 4920.417969
	Iteration 28Q: 3 clusters Score -2847330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2847345.500000 Penalty: 4920.417969
	Iteration 29Q: 3 clusters Score -2847346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2847355.750000 Penalty: 4920.417969
	Iteration 30Q: 3 clusters Score -2847356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2847366.750000 Penalty: 4920.417969
	Iteration 31Q: 3 clusters Score -2847367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2847371.250000 Penalty: 4920.417969
	Iteration 32Q: 3 clusters Score -2847371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2847371.500000 Penalty: 4920.417969
	Iteration 33Q: 3 clusters Score -2847372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2847376.500000 Penalty: 4920.417969
	Iteration 34Q: 3 clusters Score -2847376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2847375.000000 Penalty: 4920.417969
	Iteration 35Q: 3 clusters Score -2847375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2847374.000000 Penalty: 4920.417969
	Iteration 36Q: 3 clusters Score -2847374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2847375.250000 Penalty: 4920.417969
	Iteration 37Q: 3 clusters Score -2847375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2847375.000000 Penalty: 4920.417969
	Iteration 38Q: 3 clusters Score -2847375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2847380.000000 Penalty: 4920.417969
	Iteration 39Q: 3 clusters Score -2847380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2847380.000000 Penalty: 4920.417969
	Iteration 40F: 3 clusters Score -2847380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2847378.250000 Penalty: 4920.417969
	Iteration 41Q: 3 clusters Score -2847378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2847381.500000 Penalty: 4920.417969
	Iteration 42Q: 3 clusters Score -2847382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2847384.750000 Penalty: 4920.417969
	Iteration 43Q: 3 clusters Score -2847385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2847384.750000 Penalty: 4920.417969
	Iteration 44F: 3 clusters Score -2847385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Entering Unmasked Estep 
Score: -485450.656250 Penalty: 2038.058716
	Iteration 0F: 2 clusters Score -485450.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -481725.312500 Penalty: 4076.117432
	Iteration 0F: 3 clusters Score -481725.3 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -482516.250000 Penalty: 4076.117432
	Iteration 1F: 3 clusters Score -482516.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -482714.750000 Penalty: 4076.117432
	Iteration 2F: 3 clusters Score -482714.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -482839.531250 Penalty: 4076.117432
	Iteration 3Q: 3 clusters Score -482839.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -482920.000000 Penalty: 4076.117432
	Iteration 4Q: 3 clusters Score -482920 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -482990.812500 Penalty: 4076.117432
	Iteration 5Q: 3 clusters Score -482990.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -483057.031250 Penalty: 4076.117432
	Iteration 6Q: 3 clusters Score -483057 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -483131.250000 Penalty: 4076.117432
	Iteration 7Q: 3 clusters Score -483131.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -483204.093750 Penalty: 4076.117432
	Iteration 8Q: 3 clusters Score -483204.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -483292.781250 Penalty: 4076.117432
	Iteration 9Q: 3 clusters Score -483292.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -483385.937500 Penalty: 4076.117432
	Iteration 10Q: 3 clusters Score -483385.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -483470.343750 Penalty: 4076.117432
	Iteration 11Q: 3 clusters Score -483470.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -483554.343750 Penalty: 4076.117432
	Iteration 12Q: 3 clusters Score -483554.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -483635.031250 Penalty: 4076.117432
	Iteration 13Q: 3 clusters Score -483635 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -483702.593750 Penalty: 4076.117432
	Iteration 14Q: 3 clusters Score -483702.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -483757.875000 Penalty: 4076.117432
	Iteration 15Q: 3 clusters Score -483757.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -483808.843750 Penalty: 4076.117432
	Iteration 16Q: 3 clusters Score -483808.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -483843.437500 Penalty: 4076.117432
	Iteration 17Q: 3 clusters Score -483843.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -483876.562500 Penalty: 4076.117432
	Iteration 18Q: 3 clusters Score -483876.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -483898.875000 Penalty: 4076.117432
	Iteration 19Q: 3 clusters Score -483898.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -483913.218750 Penalty: 4076.117432
	Iteration 20F: 3 clusters Score -483913.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -483924.968750 Penalty: 4076.117432
	Iteration 21Q: 3 clusters Score -483925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -483938.781250 Penalty: 4076.117432
	Iteration 22Q: 3 clusters Score -483938.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -483951.062500 Penalty: 4076.117432
	Iteration 23Q: 3 clusters Score -483951.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -483963.000000 Penalty: 4076.117432
	Iteration 24Q: 3 clusters Score -483963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -483970.468750 Penalty: 4076.117432
	Iteration 25Q: 3 clusters Score -483970.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -483975.406250 Penalty: 4076.117432
	Iteration 26Q: 3 clusters Score -483975.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -483979.781250 Penalty: 4076.117432
	Iteration 27Q: 3 clusters Score -483979.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -483982.812500 Penalty: 4076.117432
	Iteration 28Q: 3 clusters Score -483982.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -483986.875000 Penalty: 4076.117432
	Iteration 29Q: 3 clusters Score -483986.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -483991.156250 Penalty: 4076.117432
	Iteration 30Q: 3 clusters Score -483991.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -483993.968750 Penalty: 4076.117432
	Iteration 31Q: 3 clusters Score -483994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -483996.531250 Penalty: 4076.117432
	Iteration 32Q: 3 clusters Score -483996.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -483997.500000 Penalty: 4076.117432
	Iteration 33Q: 3 clusters Score -483997.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -484000.156250 Penalty: 4076.117432
	Iteration 34Q: 3 clusters Score -484000.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -484002.187500 Penalty: 4076.117432
	Iteration 35Q: 3 clusters Score -484002.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -484005.406250 Penalty: 4076.117432
	Iteration 36Q: 3 clusters Score -484005.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -484006.406250 Penalty: 4076.117432
	Iteration 37Q: 3 clusters Score -484006.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -484007.468750 Penalty: 4076.117432
	Iteration 38Q: 3 clusters Score -484007.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -484008.437500 Penalty: 4076.117432
	Iteration 39Q: 3 clusters Score -484008.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -484008.375000 Penalty: 4076.117432
	Iteration 40F: 3 clusters Score -484008.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -484009.656250 Penalty: 4076.117432
	Iteration 41Q: 3 clusters Score -484009.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -484011.281250 Penalty: 4076.117432
	Iteration 42Q: 3 clusters Score -484011.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -484012.375000 Penalty: 4076.117432
	Iteration 43Q: 3 clusters Score -484012.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -484014.437500 Penalty: 4076.117432
	Iteration 44Q: 3 clusters Score -484014.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -484014.437500 Penalty: 4076.117432
	Iteration 45F: 3 clusters Score -484014.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Entering Unmasked Estep 
Score: -3788816.750000 Penalty: 2531.197021
	Iteration 0F: 2 clusters Score -3788817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -3770153.500000 Penalty: 5062.394043
	Iteration 0F: 3 clusters Score -3770154 nChanged 12125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3776674.750000 Penalty: 5062.394043
	Iteration 1F: 3 clusters Score -3776675 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3777060.500000 Penalty: 5062.394043
	Iteration 2Q: 3 clusters Score -3777060 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -3777404.250000 Penalty: 5062.394043
	Iteration 3Q: 3 clusters Score -3777404 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3777733.250000 Penalty: 5062.394043
	Iteration 4Q: 3 clusters Score -3777733 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3778078.500000 Penalty: 5062.394043
	Iteration 5Q: 3 clusters Score -3778078 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3778523.750000 Penalty: 5062.394043
	Iteration 6Q: 3 clusters Score -3778524 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3779010.000000 Penalty: 5062.394043
	Iteration 7Q: 3 clusters Score -3779010 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3779565.750000 Penalty: 5062.394043
	Iteration 8Q: 3 clusters Score -3779566 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3780212.000000 Penalty: 5062.394043
	Iteration 9Q: 3 clusters Score -3780212 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3780891.250000 Penalty: 5062.394043
	Iteration 10Q: 3 clusters Score -3780891 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3781585.750000 Penalty: 5062.394043
	Iteration 11Q: 3 clusters Score -3781586 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -3782269.750000 Penalty: 5062.394043
	Iteration 12Q: 3 clusters Score -3782270 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3782967.000000 Penalty: 5062.394043
	Iteration 13Q: 3 clusters Score -3782967 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3783611.500000 Penalty: 5062.394043
	Iteration 14Q: 3 clusters Score -3783612 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3784101.250000 Penalty: 5062.394043
	Iteration 15Q: 3 clusters Score -3784101 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -3784395.750000 Penalty: 5062.394043
	Iteration 16Q: 3 clusters Score -3784396 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -3784606.250000 Penalty: 5062.394043
	Iteration 17Q: 3 clusters Score -3784606 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3784740.250000 Penalty: 5062.394043
	Iteration 18Q: 3 clusters Score -3784740 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3784862.250000 Penalty: 5062.394043
	Iteration 19Q: 3 clusters Score -3784862 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3784943.750000 Penalty: 5062.394043
	Iteration 20F: 3 clusters Score -3784944 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -3785032.000000 Penalty: 5062.394043
	Iteration 21Q: 3 clusters Score -3785032 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3785097.500000 Penalty: 5062.394043
	Iteration 22Q: 3 clusters Score -3785098 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -3785171.250000 Penalty: 5062.394043
	Iteration 23Q: 3 clusters Score -3785171 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -3785210.000000 Penalty: 5062.394043
	Iteration 24Q: 3 clusters Score -3785210 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -3785247.750000 Penalty: 5062.394043
	Iteration 25Q: 3 clusters Score -3785248 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3785287.250000 Penalty: 5062.394043
	Iteration 26Q: 3 clusters Score -3785287 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -3785314.500000 Penalty: 5062.394043
	Iteration 27Q: 3 clusters Score -3785314 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -3785343.500000 Penalty: 5062.394043
	Iteration 28Q: 3 clusters Score -3785344 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -3785377.000000 Penalty: 5062.394043
	Iteration 29Q: 3 clusters Score -3785377 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -3785391.750000 Penalty: 5062.394043
	Iteration 30Q: 3 clusters Score -3785392 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3785421.500000 Penalty: 5062.394043
	Iteration 31Q: 3 clusters Score -3785422 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3785439.000000 Penalty: 5062.394043
	Iteration 32Q: 3 clusters Score -3785439 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -3785442.000000 Penalty: 5062.394043
	Iteration 33Q: 3 clusters Score -3785442 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -3785455.750000 Penalty: 5062.394043
	Iteration 34Q: 3 clusters Score -3785456 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -3785479.500000 Penalty: 5062.394043
	Iteration 35Q: 3 clusters Score -3785480 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -3785489.250000 Penalty: 5062.394043
	Iteration 36Q: 3 clusters Score -3785489 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3785497.250000 Penalty: 5062.394043
	Iteration 37Q: 3 clusters Score -3785497 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -3785529.250000 Penalty: 5062.394043
	Iteration 38Q: 3 clusters Score -3785529 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3785529.750000 Penalty: 5062.394043
	Iteration 39Q: 3 clusters Score -3785530 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -3785568.500000 Penalty: 5062.394043
	Iteration 40F: 3 clusters Score -3785568 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -3785571.750000 Penalty: 5062.394043
	Iteration 41Q: 3 clusters Score -3785572 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -3785593.750000 Penalty: 5062.394043
	Iteration 42Q: 3 clusters Score -3785594 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -3785612.250000 Penalty: 5062.394043
	Iteration 43Q: 3 clusters Score -3785612 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3785615.500000 Penalty: 5062.394043
	Iteration 44Q: 3 clusters Score -3785616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -3785632.250000 Penalty: 5062.394043
	Iteration 45Q: 3 clusters Score -3785632 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3785639.500000 Penalty: 5062.394043
	Iteration 46Q: 3 clusters Score -3785640 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3785664.250000 Penalty: 5062.394043
	Iteration 47Q: 3 clusters Score -3785664 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -3785689.500000 Penalty: 5062.394043
	Iteration 48Q: 3 clusters Score -3785690 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -3785718.500000 Penalty: 5062.394043
	Iteration 49Q: 3 clusters Score -3785718 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -3785745.000000 Penalty: 5062.394043
	Iteration 50Q: 3 clusters Score -3785745 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -3785747.500000 Penalty: 5062.394043
	Iteration 51Q: 3 clusters Score -3785748 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3785768.500000 Penalty: 5062.394043
	Iteration 52Q: 3 clusters Score -3785768 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -3785788.000000 Penalty: 5062.394043
	Iteration 53Q: 3 clusters Score -3785788 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -3785805.250000 Penalty: 5062.394043
	Iteration 54Q: 3 clusters Score -3785805 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3785825.250000 Penalty: 5062.394043
	Iteration 55Q: 3 clusters Score -3785825 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -3785843.250000 Penalty: 5062.394043
	Iteration 56Q: 3 clusters Score -3785843 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -3785869.750000 Penalty: 5062.394043
	Iteration 57Q: 3 clusters Score -3785870 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -3785904.500000 Penalty: 5062.394043
	Iteration 58Q: 3 clusters Score -3785904 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -3785913.250000 Penalty: 5062.394043
	Iteration 59Q: 3 clusters Score -3785913 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -3785923.750000 Penalty: 5062.394043
	Iteration 60F: 3 clusters Score -3785924 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -3785943.000000 Penalty: 5062.394043
	Iteration 61Q: 3 clusters Score -3785943 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -3785954.750000 Penalty: 5062.394043
	Iteration 62Q: 3 clusters Score -3785955 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -3785972.750000 Penalty: 5062.394043
	Iteration 63Q: 3 clusters Score -3785973 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -3785983.250000 Penalty: 5062.394043
	Iteration 64Q: 3 clusters Score -3785983 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -3786013.250000 Penalty: 5062.394043
	Iteration 65Q: 3 clusters Score -3786013 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -3786033.250000 Penalty: 5062.394043
	Iteration 66Q: 3 clusters Score -3786033 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -3786062.000000 Penalty: 5062.394043
	Iteration 67Q: 3 clusters Score -3786062 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -3786076.500000 Penalty: 5062.394043
	Iteration 68Q: 3 clusters Score -3786076 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -3786099.250000 Penalty: 5062.394043
	Iteration 69Q: 3 clusters Score -3786099 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -3786122.000000 Penalty: 5062.394043
	Iteration 70Q: 3 clusters Score -3786122 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -3786149.000000 Penalty: 5062.394043
	Iteration 71Q: 3 clusters Score -3786149 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3786167.250000 Penalty: 5062.394043
	Iteration 72Q: 3 clusters Score -3786167 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3786192.000000 Penalty: 5062.394043
	Iteration 73Q: 3 clusters Score -3786192 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -3786214.250000 Penalty: 5062.394043
	Iteration 74Q: 3 clusters Score -3786214 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3786250.000000 Penalty: 5062.394043
	Iteration 75Q: 3 clusters Score -3786250 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -3786280.500000 Penalty: 5062.394043
	Iteration 76Q: 3 clusters Score -3786280 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -3786318.250000 Penalty: 5062.394043
	Iteration 77Q: 3 clusters Score -3786318 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -3786338.500000 Penalty: 5062.394043
	Iteration 78Q: 3 clusters Score -3786338 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -3786365.000000 Penalty: 5062.394043
	Iteration 79Q: 3 clusters Score -3786365 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3786404.500000 Penalty: 5062.394043
	Iteration 80F: 3 clusters Score -3786404 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -3786438.000000 Penalty: 5062.394043
	Iteration 81Q: 3 clusters Score -3786438 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -3786465.000000 Penalty: 5062.394043
	Iteration 82Q: 3 clusters Score -3786465 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3786504.250000 Penalty: 5062.394043
	Iteration 83Q: 3 clusters Score -3786504 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -3786525.750000 Penalty: 5062.394043
	Iteration 84Q: 3 clusters Score -3786526 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3786560.250000 Penalty: 5062.394043
	Iteration 85Q: 3 clusters Score -3786560 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -3786595.250000 Penalty: 5062.394043
	Iteration 86Q: 3 clusters Score -3786595 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3786636.750000 Penalty: 5062.394043
	Iteration 87Q: 3 clusters Score -3786637 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3786677.000000 Penalty: 5062.394043
	Iteration 88Q: 3 clusters Score -3786677 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -3786702.250000 Penalty: 5062.394043
	Iteration 89Q: 3 clusters Score -3786702 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3786717.000000 Penalty: 5062.394043
	Iteration 90Q: 3 clusters Score -3786717 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3786743.000000 Penalty: 5062.394043
	Iteration 91Q: 3 clusters Score -3786743 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3786772.750000 Penalty: 5062.394043
	Iteration 92Q: 3 clusters Score -3786773 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -3786778.250000 Penalty: 5062.394043
	Iteration 93Q: 3 clusters Score -3786778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -3786812.250000 Penalty: 5062.394043
	Iteration 94Q: 3 clusters Score -3786812 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3786833.500000 Penalty: 5062.394043
	Iteration 95Q: 3 clusters Score -3786834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -3786859.000000 Penalty: 5062.394043
	Iteration 96Q: 3 clusters Score -3786859 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3786869.500000 Penalty: 5062.394043
	Iteration 97Q: 3 clusters Score -3786870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3786885.000000 Penalty: 5062.394043
	Iteration 98Q: 3 clusters Score -3786885 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3786900.250000 Penalty: 5062.394043
	Iteration 99Q: 3 clusters Score -3786900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -3786918.750000 Penalty: 5062.394043
	Iteration 100F: 3 clusters Score -3786919 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3786930.500000 Penalty: 5062.394043
	Iteration 101Q: 3 clusters Score -3786930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -3786927.750000 Penalty: 5062.394043
	Iteration 102Q: 3 clusters Score -3786928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3786945.250000 Penalty: 5062.394043
	Iteration 103Q: 3 clusters Score -3786945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -3786949.500000 Penalty: 5062.394043
	Iteration 104Q: 3 clusters Score -3786950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3786945.000000 Penalty: 5062.394043
	Iteration 105Q: 3 clusters Score -3786945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -3786951.500000 Penalty: 5062.394043
	Iteration 106Q: 3 clusters Score -3786952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3786955.500000 Penalty: 5062.394043
	Iteration 107Q: 3 clusters Score -3786956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -3786960.500000 Penalty: 5062.394043
	Iteration 108Q: 3 clusters Score -3786960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -3786953.750000 Penalty: 5062.394043
	Iteration 109Q: 3 clusters Score -3786954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -3786957.500000 Penalty: 5062.394043
	Iteration 110Q: 3 clusters Score -3786958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -3786956.500000 Penalty: 5062.394043
	Iteration 111Q: 3 clusters Score -3786956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -3786959.250000 Penalty: 5062.394043
	Iteration 112Q: 3 clusters Score -3786959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -3786966.500000 Penalty: 5062.394043
	Iteration 113Q: 3 clusters Score -3786966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3786970.750000 Penalty: 5062.394043
	Iteration 114Q: 3 clusters Score -3786971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -3786974.250000 Penalty: 5062.394043
	Iteration 115Q: 3 clusters Score -3786974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -3786980.250000 Penalty: 5062.394043
	Iteration 116Q: 3 clusters Score -3786980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3786978.250000 Penalty: 5062.394043
	Iteration 117Q: 3 clusters Score -3786978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -3786984.500000 Penalty: 5062.394043
	Iteration 118Q: 3 clusters Score -3786984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3786991.500000 Penalty: 5062.394043
	Iteration 119Q: 3 clusters Score -3786992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3786986.500000 Penalty: 5062.394043
	Iteration 120F: 3 clusters Score -3786986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -3786996.500000 Penalty: 5062.394043
	Iteration 121Q: 3 clusters Score -3786996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -3786996.500000 Penalty: 5062.394043
	Iteration 122Q: 3 clusters Score -3786996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -3786995.000000 Penalty: 5062.394043
	Iteration 123Q: 3 clusters Score -3786995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -3786991.000000 Penalty: 5062.394043
	Iteration 124Q: 3 clusters Score -3786991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -3786991.000000 Penalty: 5062.394043
	Iteration 125Q: 3 clusters Score -3786991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3786991.750000 Penalty: 5062.394043
	Iteration 126Q: 3 clusters Score -3786992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3786994.000000 Penalty: 5062.394043
	Iteration 127Q: 3 clusters Score -3786994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -3786996.000000 Penalty: 5062.394043
	Iteration 128Q: 3 clusters Score -3786996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3786993.750000 Penalty: 5062.394043
	Iteration 129Q: 3 clusters Score -3786994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -3786994.250000 Penalty: 5062.394043
	Iteration 130Q: 3 clusters Score -3786994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3786997.000000 Penalty: 5062.394043
	Iteration 131Q: 3 clusters Score -3786997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -3786996.500000 Penalty: 5062.394043
	Iteration 132Q: 3 clusters Score -3786996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -3787001.000000 Penalty: 5062.394043
	Iteration 133Q: 3 clusters Score -3787001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -3787003.250000 Penalty: 5062.394043
	Iteration 134Q: 3 clusters Score -3787003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -3787002.500000 Penalty: 5062.394043
	Iteration 135Q: 3 clusters Score -3787002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -3787001.500000 Penalty: 5062.394043
	Iteration 136Q: 3 clusters Score -3787002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3787004.250000 Penalty: 5062.394043
	Iteration 137Q: 3 clusters Score -3787004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -3787004.500000 Penalty: 5062.394043
	Iteration 138Q: 3 clusters Score -3787004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -3787006.750000 Penalty: 5062.394043
	Iteration 139Q: 3 clusters Score -3787007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -3787011.500000 Penalty: 5062.394043
	Iteration 140F: 3 clusters Score -3787012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -3787014.500000 Penalty: 5062.394043
	Iteration 141Q: 3 clusters Score -3787014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3787016.750000 Penalty: 5062.394043
	Iteration 142Q: 3 clusters Score -3787017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3787020.250000 Penalty: 5062.394043
	Iteration 143Q: 3 clusters Score -3787020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -3787018.500000 Penalty: 5062.394043
	Iteration 144Q: 3 clusters Score -3787018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3787021.500000 Penalty: 5062.394043
	Iteration 145Q: 3 clusters Score -3787022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -3787023.000000 Penalty: 5062.394043
	Iteration 146Q: 3 clusters Score -3787023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3787021.500000 Penalty: 5062.394043
	Iteration 147Q: 3 clusters Score -3787022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -3787021.250000 Penalty: 5062.394043
	Iteration 148Q: 3 clusters Score -3787021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3787021.000000 Penalty: 5062.394043
	Iteration 149Q: 3 clusters Score -3787021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -3787021.000000 Penalty: 5062.394043
	Iteration 150Q: 3 clusters Score -3787021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -3787014.500000 Penalty: 5062.394043
	Iteration 151Q: 3 clusters Score -3787014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -3787016.250000 Penalty: 5062.394043
	Iteration 152Q: 3 clusters Score -3787016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -3787018.250000 Penalty: 5062.394043
	Iteration 153Q: 3 clusters Score -3787018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -3787017.250000 Penalty: 5062.394043
	Iteration 154Q: 3 clusters Score -3787017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -3787017.250000 Penalty: 5062.394043
	Iteration 155F: 3 clusters Score -3787017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Entering Unmasked Estep 
Score: -363935.125000 Penalty: 1949.994751
	Iteration 0F: 2 clusters Score -363935.1 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 1292 members 
Entering Unmasked Estep 
Score: -360899.250000 Penalty: 3899.989502
	Iteration 0F: 3 clusters Score -360899.2 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -361480.218750 Penalty: 3899.989502
	Iteration 1F: 3 clusters Score -361480.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -361609.656250 Penalty: 3899.989502
	Iteration 2F: 3 clusters Score -361609.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -361679.812500 Penalty: 3899.989502
	Iteration 3Q: 3 clusters Score -361679.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -361715.000000 Penalty: 3899.989502
	Iteration 4Q: 3 clusters Score -361715 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -361736.375000 Penalty: 3899.989502
	Iteration 5Q: 3 clusters Score -361736.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -361751.937500 Penalty: 3899.989502
	Iteration 6Q: 3 clusters Score -361751.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -361764.468750 Penalty: 3899.989502
	Iteration 7Q: 3 clusters Score -361764.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -361782.187500 Penalty: 3899.989502
	Iteration 8Q: 3 clusters Score -361782.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -361794.250000 Penalty: 3899.989502
	Iteration 9Q: 3 clusters Score -361794.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -361802.093750 Penalty: 3899.989502
	Iteration 10Q: 3 clusters Score -361802.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -361808.468750 Penalty: 3899.989502
	Iteration 11Q: 3 clusters Score -361808.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -361812.625000 Penalty: 3899.989502
	Iteration 12Q: 3 clusters Score -361812.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -361817.437500 Penalty: 3899.989502
	Iteration 13Q: 3 clusters Score -361817.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -361819.218750 Penalty: 3899.989502
	Iteration 14Q: 3 clusters Score -361819.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -361819.968750 Penalty: 3899.989502
	Iteration 15Q: 3 clusters Score -361820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -361820.156250 Penalty: 3899.989502
	Iteration 16Q: 3 clusters Score -361820.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -361820.156250 Penalty: 3899.989502
	Iteration 17F: 3 clusters Score -361820.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (294973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294973 members 
Entering Unmasked Estep 
Score: -40413588.000000 Penalty: 3123.470459
	Iteration 0F: 2 clusters Score -4.041359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147316 members 
Mstep: Class 2 contains 147657 members 
Entering Unmasked Estep 
Score: -40239224.000000 Penalty: 6246.940918
	Iteration 0F: 3 clusters Score -4.023922e+07 nChanged 142432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142260 members 
Mstep: Class 2 contains 152713 members 
Entering Unmasked Estep 
Score: -40323664.000000 Penalty: 6246.940918
	Iteration 1F: 3 clusters Score -4.032366e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138893 members 
Mstep: Class 2 contains 156080 members 
Entering Unmasked Estep 
Score: -40325408.000000 Penalty: 6246.940918
	Iteration 2Q: 3 clusters Score -4.032541e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133702 members 
Mstep: Class 2 contains 161271 members 
Entering Unmasked Estep 
Score: -40327472.000000 Penalty: 6246.940918
	Iteration 3Q: 3 clusters Score -4.032747e+07 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125662 members 
Mstep: Class 2 contains 169311 members 
Entering Unmasked Estep 
Score: -40330784.000000 Penalty: 6246.940918
	Iteration 4Q: 3 clusters Score -4.033078e+07 nChanged 13361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113735 members 
Mstep: Class 2 contains 181238 members 
Entering Unmasked Estep 
Score: -40336972.000000 Penalty: 6246.940918
	Iteration 5Q: 3 clusters Score -4.033697e+07 nChanged 18019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96364 members 
Mstep: Class 2 contains 198609 members 
Entering Unmasked Estep 
Score: -40347896.000000 Penalty: 6246.940918
	Iteration 6F: 3 clusters Score -4.03479e+07 nChanged 22631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73975 members 
Mstep: Class 2 contains 220998 members 
Entering Unmasked Estep 
Score: -40366372.000000 Penalty: 6246.940918
	Iteration 7F: 3 clusters Score -4.036637e+07 nChanged 25497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 246459 members 
Entering Unmasked Estep 
Score: -40386632.000000 Penalty: 6246.940918
	Iteration 8F: 3 clusters Score -4.038663e+07 nChanged 23515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 269954 members 
Entering Unmasked Estep 
Score: -40400776.000000 Penalty: 6246.940918
	Iteration 9F: 3 clusters Score -4.040078e+07 nChanged 14115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 284059 members 
Entering Unmasked Estep 
Score: -40406908.000000 Penalty: 6246.940918
	Iteration 10Q: 3 clusters Score -4.040691e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 290236 members 
Entering Unmasked Estep 
Score: -40408668.000000 Penalty: 6246.940918
	Iteration 11Q: 3 clusters Score -4.040867e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 292543 members 
Entering Unmasked Estep 
Score: -40409648.000000 Penalty: 6246.940918
	Iteration 12Q: 3 clusters Score -4.040965e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 293467 members 
Entering Unmasked Estep 
Score: -40410068.000000 Penalty: 6246.940918
	Iteration 13Q: 3 clusters Score -4.041007e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 293848 members 
Entering Unmasked Estep 
Score: -40410208.000000 Penalty: 6246.940918
	Iteration 14Q: 3 clusters Score -4.041021e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 294021 members 
Entering Unmasked Estep 
Score: -40410420.000000 Penalty: 6246.940918
	Iteration 15Q: 3 clusters Score -4.041042e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 294110 members 
Entering Unmasked Estep 
Score: -40410524.000000 Penalty: 6246.940918
	Iteration 16Q: 3 clusters Score -4.041052e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 294160 members 
Entering Unmasked Estep 
Score: -40410600.000000 Penalty: 6246.940918
	Iteration 17Q: 3 clusters Score -4.04106e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 294185 members 
Entering Unmasked Estep 
Score: -40410644.000000 Penalty: 6246.940918
	Iteration 18Q: 3 clusters Score -4.041064e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 294209 members 
Entering Unmasked Estep 
Score: -40410696.000000 Penalty: 6246.940918
	Iteration 19Q: 3 clusters Score -4.04107e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 294224 members 
Entering Unmasked Estep 
Score: -40410708.000000 Penalty: 6246.940918
	Iteration 20F: 3 clusters Score -4.041071e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 294232 members 
Entering Unmasked Estep 
Score: -40410744.000000 Penalty: 6246.940918
	Iteration 21Q: 3 clusters Score -4.041074e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 294243 members 
Entering Unmasked Estep 
Score: -40410732.000000 Penalty: 6246.940918
	Iteration 22Q: 3 clusters Score -4.041073e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 294253 members 
Entering Unmasked Estep 
Score: -40410788.000000 Penalty: 6246.940918
	Iteration 23Q: 3 clusters Score -4.041079e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 294265 members 
Entering Unmasked Estep 
Score: -40410832.000000 Penalty: 6246.940918
	Iteration 24Q: 3 clusters Score -4.041083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 294272 members 
Entering Unmasked Estep 
Score: -40410824.000000 Penalty: 6246.940918
	Iteration 25Q: 3 clusters Score -4.041082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 294278 members 
Entering Unmasked Estep 
Score: -40410848.000000 Penalty: 6246.940918
	Iteration 26Q: 3 clusters Score -4.041085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 294281 members 
Entering Unmasked Estep 
Score: -40410816.000000 Penalty: 6246.940918
	Iteration 27Q: 3 clusters Score -4.041082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 294284 members 
Entering Unmasked Estep 
Score: -40410856.000000 Penalty: 6246.940918
	Iteration 28Q: 3 clusters Score -4.041086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 294292 members 
Entering Unmasked Estep 
Score: -40410852.000000 Penalty: 6246.940918
	Iteration 29Q: 3 clusters Score -4.041085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 294294 members 
Entering Unmasked Estep 
Score: -40410844.000000 Penalty: 6246.940918
	Iteration 30Q: 3 clusters Score -4.041084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 294295 members 
Entering Unmasked Estep 
Score: -40410852.000000 Penalty: 6246.940918
	Iteration 31Q: 3 clusters Score -4.041085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 294292 members 
Entering Unmasked Estep 
Score: -40410856.000000 Penalty: 6246.940918
	Iteration 32Q: 3 clusters Score -4.041086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 294291 members 
Entering Unmasked Estep 
Score: -40410824.000000 Penalty: 6246.940918
	Iteration 33Q: 3 clusters Score -4.041082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 294289 members 
Entering Unmasked Estep 
Score: -40410840.000000 Penalty: 6246.940918
	Iteration 34Q: 3 clusters Score -4.041084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 294287 members 
Entering Unmasked Estep 
Score: -40410840.000000 Penalty: 6246.940918
	Iteration 35Q: 3 clusters Score -4.041084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 294288 members 
Entering Unmasked Estep 
Score: -40410840.000000 Penalty: 6246.940918
	Iteration 36Q: 3 clusters Score -4.041084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 294289 members 
Entering Unmasked Estep 
Score: -40410840.000000 Penalty: 6246.940918
	Iteration 37Q: 3 clusters Score -4.041084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 294291 members 
Entering Unmasked Estep 
Score: -40410856.000000 Penalty: 6246.940918
	Iteration 38Q: 3 clusters Score -4.041086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 294292 members 
Entering Unmasked Estep 
Score: -40410844.000000 Penalty: 6246.940918
	Iteration 39Q: 3 clusters Score -4.041084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 294292 members 
Entering Unmasked Estep 
Score: -40410824.000000 Penalty: 6246.940918
	Iteration 40F: 3 clusters Score -4.041082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 294293 members 
Entering Unmasked Estep 
Score: -40410840.000000 Penalty: 6246.940918
	Iteration 41Q: 3 clusters Score -4.041084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 294294 members 
Entering Unmasked Estep 
Score: -40410832.000000 Penalty: 6246.940918
	Iteration 42Q: 3 clusters Score -4.041083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 294295 members 
Entering Unmasked Estep 
Score: -40410832.000000 Penalty: 6246.940918
	Iteration 43Q: 3 clusters Score -4.041083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 294296 members 
Entering Unmasked Estep 
Score: -40410840.000000 Penalty: 6246.940918
	Iteration 44Q: 3 clusters Score -4.041084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 294299 members 
Entering Unmasked Estep 
Score: -40410840.000000 Penalty: 6246.940918
	Iteration 45Q: 3 clusters Score -4.041084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 294302 members 
Entering Unmasked Estep 
Score: -40410856.000000 Penalty: 6246.940918
	Iteration 46Q: 3 clusters Score -4.041086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 294305 members 
Entering Unmasked Estep 
Score: -40410860.000000 Penalty: 6246.940918
	Iteration 47Q: 3 clusters Score -4.041086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 294305 members 
Entering Unmasked Estep 
Score: -40410860.000000 Penalty: 6246.940918
	Iteration 48F: 3 clusters Score -4.041086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Entering Unmasked Estep 
Score: -1111795.500000 Penalty: 2221.175049
	Iteration 0F: 2 clusters Score -1111796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1105510.875000 Penalty: 4442.350098
	Iteration 0F: 3 clusters Score -1105511 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1107189.000000 Penalty: 4442.350098
	Iteration 1F: 3 clusters Score -1107189 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1107436.875000 Penalty: 4442.350098
	Iteration 2F: 3 clusters Score -1107437 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1107588.250000 Penalty: 4442.350098
	Iteration 3Q: 3 clusters Score -1107588 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1107694.750000 Penalty: 4442.350098
	Iteration 4Q: 3 clusters Score -1107695 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1107782.750000 Penalty: 4442.350098
	Iteration 5Q: 3 clusters Score -1107783 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1107875.875000 Penalty: 4442.350098
	Iteration 6Q: 3 clusters Score -1107876 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1107985.875000 Penalty: 4442.350098
	Iteration 7Q: 3 clusters Score -1107986 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1108097.000000 Penalty: 4442.350098
	Iteration 8Q: 3 clusters Score -1108097 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1108222.250000 Penalty: 4442.350098
	Iteration 9Q: 3 clusters Score -1108222 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1108349.375000 Penalty: 4442.350098
	Iteration 10Q: 3 clusters Score -1108349 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1108485.875000 Penalty: 4442.350098
	Iteration 11Q: 3 clusters Score -1108486 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1108629.875000 Penalty: 4442.350098
	Iteration 12Q: 3 clusters Score -1108630 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1108774.750000 Penalty: 4442.350098
	Iteration 13Q: 3 clusters Score -1108775 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1108909.875000 Penalty: 4442.350098
	Iteration 14Q: 3 clusters Score -1108910 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1109057.875000 Penalty: 4442.350098
	Iteration 15Q: 3 clusters Score -1109058 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1109197.500000 Penalty: 4442.350098
	Iteration 16Q: 3 clusters Score -1109198 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1109327.875000 Penalty: 4442.350098
	Iteration 17Q: 3 clusters Score -1109328 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1109445.875000 Penalty: 4442.350098
	Iteration 18Q: 3 clusters Score -1109446 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1109535.875000 Penalty: 4442.350098
	Iteration 19Q: 3 clusters Score -1109536 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1109620.500000 Penalty: 4442.350098
	Iteration 20F: 3 clusters Score -1109620 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1109693.250000 Penalty: 4442.350098
	Iteration 21Q: 3 clusters Score -1109693 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1109725.750000 Penalty: 4442.350098
	Iteration 22Q: 3 clusters Score -1109726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1109745.375000 Penalty: 4442.350098
	Iteration 23Q: 3 clusters Score -1109745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1109765.125000 Penalty: 4442.350098
	Iteration 24Q: 3 clusters Score -1109765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1109777.250000 Penalty: 4442.350098
	Iteration 25Q: 3 clusters Score -1109777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1109790.750000 Penalty: 4442.350098
	Iteration 26Q: 3 clusters Score -1109791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1109802.000000 Penalty: 4442.350098
	Iteration 27Q: 3 clusters Score -1109802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1109815.000000 Penalty: 4442.350098
	Iteration 28Q: 3 clusters Score -1109815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1109821.375000 Penalty: 4442.350098
	Iteration 29Q: 3 clusters Score -1109821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1109823.250000 Penalty: 4442.350098
	Iteration 30Q: 3 clusters Score -1109823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1109827.125000 Penalty: 4442.350098
	Iteration 31Q: 3 clusters Score -1109827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1109837.125000 Penalty: 4442.350098
	Iteration 32Q: 3 clusters Score -1109837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1109842.500000 Penalty: 4442.350098
	Iteration 33Q: 3 clusters Score -1109842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1109848.750000 Penalty: 4442.350098
	Iteration 34Q: 3 clusters Score -1109849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1109852.625000 Penalty: 4442.350098
	Iteration 35Q: 3 clusters Score -1109853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1109857.500000 Penalty: 4442.350098
	Iteration 36Q: 3 clusters Score -1109858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1109862.500000 Penalty: 4442.350098
	Iteration 37Q: 3 clusters Score -1109862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1109868.250000 Penalty: 4442.350098
	Iteration 38Q: 3 clusters Score -1109868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1109870.875000 Penalty: 4442.350098
	Iteration 39Q: 3 clusters Score -1109871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1109878.625000 Penalty: 4442.350098
	Iteration 40F: 3 clusters Score -1109879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1109887.750000 Penalty: 4442.350098
	Iteration 41Q: 3 clusters Score -1109888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1109898.875000 Penalty: 4442.350098
	Iteration 42Q: 3 clusters Score -1109899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1109905.875000 Penalty: 4442.350098
	Iteration 43Q: 3 clusters Score -1109906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1109914.250000 Penalty: 4442.350098
	Iteration 44Q: 3 clusters Score -1109914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1109915.750000 Penalty: 4442.350098
	Iteration 45Q: 3 clusters Score -1109916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1109915.750000 Penalty: 4442.350098
	Iteration 46F: 3 clusters Score -1109916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -29341.017578 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -29341.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28206.226562 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -28206.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28270.070312 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -28270.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28293.388672 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -28293.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28297.646484 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -28297.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28297.646484 Penalty: 2712.157715
	Iteration 4F: 3 clusters Score -28297.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (165088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165088 members 
Entering Unmasked Estep 
Score: -23038882.000000 Penalty: 2979.530029
	Iteration 0F: 2 clusters Score -2.303888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82681 members 
Mstep: Class 2 contains 82407 members 
Entering Unmasked Estep 
Score: -22933358.000000 Penalty: 5959.060059
	Iteration 0F: 3 clusters Score -2.293336e+07 nChanged 79050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85159 members 
Mstep: Class 2 contains 79929 members 
Entering Unmasked Estep 
Score: -22978534.000000 Penalty: 5959.060059
	Iteration 1F: 3 clusters Score -2.297853e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86927 members 
Mstep: Class 2 contains 78161 members 
Entering Unmasked Estep 
Score: -22979186.000000 Penalty: 5959.060059
	Iteration 2Q: 3 clusters Score -2.297919e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89712 members 
Mstep: Class 2 contains 75376 members 
Entering Unmasked Estep 
Score: -22980192.000000 Penalty: 5959.060059
	Iteration 3Q: 3 clusters Score -2.298019e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 70978 members 
Entering Unmasked Estep 
Score: -22981808.000000 Penalty: 5959.060059
	Iteration 4Q: 3 clusters Score -2.298181e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100824 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -22985056.000000 Penalty: 5959.060059
	Iteration 5Q: 3 clusters Score -2.298506e+07 nChanged 10417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110873 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -22991006.000000 Penalty: 5959.060059
	Iteration 6F: 3 clusters Score -2.299101e+07 nChanged 13834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124553 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -23001450.000000 Penalty: 5959.060059
	Iteration 7F: 3 clusters Score -2.300145e+07 nChanged 15502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139989 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -23014564.000000 Penalty: 5959.060059
	Iteration 8F: 3 clusters Score -2.301456e+07 nChanged 13111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153082 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -23026002.000000 Penalty: 5959.060059
	Iteration 9F: 3 clusters Score -2.3026e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160582 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -23032626.000000 Penalty: 5959.060059
	Iteration 10Q: 3 clusters Score -2.303263e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163590 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -23035028.000000 Penalty: 5959.060059
	Iteration 11Q: 3 clusters Score -2.303503e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164500 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -23035798.000000 Penalty: 5959.060059
	Iteration 12Q: 3 clusters Score -2.30358e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164731 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -23036012.000000 Penalty: 5959.060059
	Iteration 13Q: 3 clusters Score -2.303601e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164791 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -23036116.000000 Penalty: 5959.060059
	Iteration 14Q: 3 clusters Score -2.303612e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164807 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23036162.000000 Penalty: 5959.060059
	Iteration 15Q: 3 clusters Score -2.303616e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164822 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23036204.000000 Penalty: 5959.060059
	Iteration 16Q: 3 clusters Score -2.30362e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164831 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23036212.000000 Penalty: 5959.060059
	Iteration 17Q: 3 clusters Score -2.303621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164837 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23036242.000000 Penalty: 5959.060059
	Iteration 18Q: 3 clusters Score -2.303624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164842 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23036262.000000 Penalty: 5959.060059
	Iteration 19Q: 3 clusters Score -2.303626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164847 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23036262.000000 Penalty: 5959.060059
	Iteration 20F: 3 clusters Score -2.303626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164850 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23036262.000000 Penalty: 5959.060059
	Iteration 21Q: 3 clusters Score -2.303626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164852 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23036268.000000 Penalty: 5959.060059
	Iteration 22Q: 3 clusters Score -2.303627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164855 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23036268.000000 Penalty: 5959.060059
	Iteration 23Q: 3 clusters Score -2.303627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164854 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23036268.000000 Penalty: 5959.060059
	Iteration 24Q: 3 clusters Score -2.303627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164855 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23036276.000000 Penalty: 5959.060059
	Iteration 25Q: 3 clusters Score -2.303628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164856 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23036292.000000 Penalty: 5959.060059
	Iteration 26Q: 3 clusters Score -2.303629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164855 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23036288.000000 Penalty: 5959.060059
	Iteration 27Q: 3 clusters Score -2.303629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164854 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23036290.000000 Penalty: 5959.060059
	Iteration 28Q: 3 clusters Score -2.303629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164854 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23036290.000000 Penalty: 5959.060059
	Iteration 29F: 3 clusters Score -2.303629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Entering Unmasked Estep 
Score: -5295229.000000 Penalty: 2624.406006
	Iteration 0F: 2 clusters Score -5295229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -5268529.500000 Penalty: 5248.812012
	Iteration 0F: 3 clusters Score -5268530 nChanged 18004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -5278265.500000 Penalty: 5248.812012
	Iteration 1F: 3 clusters Score -5278266 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -5278720.000000 Penalty: 5248.812012
	Iteration 2Q: 3 clusters Score -5278720 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -5279097.500000 Penalty: 5248.812012
	Iteration 3Q: 3 clusters Score -5279098 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -5279402.000000 Penalty: 5248.812012
	Iteration 4Q: 3 clusters Score -5279402 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -5279708.500000 Penalty: 5248.812012
	Iteration 5Q: 3 clusters Score -5279708 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -5280016.500000 Penalty: 5248.812012
	Iteration 6Q: 3 clusters Score -5280016 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -5280337.000000 Penalty: 5248.812012
	Iteration 7Q: 3 clusters Score -5280337 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -5280617.500000 Penalty: 5248.812012
	Iteration 8Q: 3 clusters Score -5280618 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -5280889.500000 Penalty: 5248.812012
	Iteration 9Q: 3 clusters Score -5280890 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -5281206.500000 Penalty: 5248.812012
	Iteration 10Q: 3 clusters Score -5281206 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -5281635.000000 Penalty: 5248.812012
	Iteration 11Q: 3 clusters Score -5281635 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -5282165.000000 Penalty: 5248.812012
	Iteration 12Q: 3 clusters Score -5282165 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -5282816.000000 Penalty: 5248.812012
	Iteration 13Q: 3 clusters Score -5282816 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -5283716.500000 Penalty: 5248.812012
	Iteration 14Q: 3 clusters Score -5283716 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -5284811.500000 Penalty: 5248.812012
	Iteration 15F: 3 clusters Score -5284812 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -5286135.000000 Penalty: 5248.812012
	Iteration 16F: 3 clusters Score -5286135 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -5287577.500000 Penalty: 5248.812012
	Iteration 17F: 3 clusters Score -5287578 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -5289088.500000 Penalty: 5248.812012
	Iteration 18F: 3 clusters Score -5289088 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -5290349.500000 Penalty: 5248.812012
	Iteration 19Q: 3 clusters Score -5290350 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -5291351.000000 Penalty: 5248.812012
	Iteration 20F: 3 clusters Score -5291351 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -5292204.500000 Penalty: 5248.812012
	Iteration 21Q: 3 clusters Score -5292204 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -5293122.500000 Penalty: 5248.812012
	Iteration 22Q: 3 clusters Score -5293122 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -5293832.000000 Penalty: 5248.812012
	Iteration 23Q: 3 clusters Score -5293832 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5294039.000000 Penalty: 5248.812012
	Iteration 24Q: 3 clusters Score -5294039 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5294143.000000 Penalty: 5248.812012
	Iteration 25Q: 3 clusters Score -5294143 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5294182.000000 Penalty: 5248.812012
	Iteration 26Q: 3 clusters Score -5294182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5294215.000000 Penalty: 5248.812012
	Iteration 27Q: 3 clusters Score -5294215 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5294217.500000 Penalty: 5248.812012
	Iteration 28Q: 3 clusters Score -5294218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5294226.500000 Penalty: 5248.812012
	Iteration 29Q: 3 clusters Score -5294226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5294224.000000 Penalty: 5248.812012
	Iteration 30Q: 3 clusters Score -5294224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5294234.500000 Penalty: 5248.812012
	Iteration 31Q: 3 clusters Score -5294234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5294234.500000 Penalty: 5248.812012
	Iteration 32Q: 3 clusters Score -5294234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -5294230.000000 Penalty: 5248.812012
	Iteration 33Q: 3 clusters Score -5294230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -5294231.000000 Penalty: 5248.812012
	Iteration 34Q: 3 clusters Score -5294231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5294234.000000 Penalty: 5248.812012
	Iteration 35Q: 3 clusters Score -5294234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5294237.000000 Penalty: 5248.812012
	Iteration 36Q: 3 clusters Score -5294237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5294237.500000 Penalty: 5248.812012
	Iteration 37Q: 3 clusters Score -5294238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5294235.500000 Penalty: 5248.812012
	Iteration 38Q: 3 clusters Score -5294236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5294235.500000 Penalty: 5248.812012
	Iteration 39F: 3 clusters Score -5294236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Entering Unmasked Estep 
Score: -2851677.750000 Penalty: 2472.658691
	Iteration 0F: 2 clusters Score -2851678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2836624.500000 Penalty: 4945.317383
	Iteration 0F: 3 clusters Score -2836624 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2842018.750000 Penalty: 4945.317383
	Iteration 1F: 3 clusters Score -2842019 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2842586.000000 Penalty: 4945.317383
	Iteration 2F: 3 clusters Score -2842586 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2843203.500000 Penalty: 4945.317383
	Iteration 3F: 3 clusters Score -2843204 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2843879.000000 Penalty: 4945.317383
	Iteration 4F: 3 clusters Score -2843879 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2844648.750000 Penalty: 4945.317383
	Iteration 5F: 3 clusters Score -2844649 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2845391.500000 Penalty: 4945.317383
	Iteration 6F: 3 clusters Score -2845392 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2845955.250000 Penalty: 4945.317383
	Iteration 7F: 3 clusters Score -2845955 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2846353.000000 Penalty: 4945.317383
	Iteration 8Q: 3 clusters Score -2846353 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2846638.750000 Penalty: 4945.317383
	Iteration 9Q: 3 clusters Score -2846639 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2846841.000000 Penalty: 4945.317383
	Iteration 10Q: 3 clusters Score -2846841 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2847015.000000 Penalty: 4945.317383
	Iteration 11Q: 3 clusters Score -2847015 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2847162.000000 Penalty: 4945.317383
	Iteration 12Q: 3 clusters Score -2847162 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2847277.250000 Penalty: 4945.317383
	Iteration 13Q: 3 clusters Score -2847277 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2847381.750000 Penalty: 4945.317383
	Iteration 14Q: 3 clusters Score -2847382 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2847522.000000 Penalty: 4945.317383
	Iteration 15Q: 3 clusters Score -2847522 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2847646.250000 Penalty: 4945.317383
	Iteration 16Q: 3 clusters Score -2847646 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2847792.000000 Penalty: 4945.317383
	Iteration 17Q: 3 clusters Score -2847792 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2847911.500000 Penalty: 4945.317383
	Iteration 18Q: 3 clusters Score -2847912 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2848014.750000 Penalty: 4945.317383
	Iteration 19Q: 3 clusters Score -2848015 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2848098.750000 Penalty: 4945.317383
	Iteration 20F: 3 clusters Score -2848099 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2848167.750000 Penalty: 4945.317383
	Iteration 21Q: 3 clusters Score -2848168 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2848245.500000 Penalty: 4945.317383
	Iteration 22Q: 3 clusters Score -2848246 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2848294.500000 Penalty: 4945.317383
	Iteration 23Q: 3 clusters Score -2848294 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2848367.000000 Penalty: 4945.317383
	Iteration 24Q: 3 clusters Score -2848367 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2848431.000000 Penalty: 4945.317383
	Iteration 25Q: 3 clusters Score -2848431 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2848488.500000 Penalty: 4945.317383
	Iteration 26Q: 3 clusters Score -2848488 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2848539.000000 Penalty: 4945.317383
	Iteration 27Q: 3 clusters Score -2848539 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2848594.000000 Penalty: 4945.317383
	Iteration 28Q: 3 clusters Score -2848594 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2848644.250000 Penalty: 4945.317383
	Iteration 29Q: 3 clusters Score -2848644 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2848700.000000 Penalty: 4945.317383
	Iteration 30Q: 3 clusters Score -2848700 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2848749.500000 Penalty: 4945.317383
	Iteration 31Q: 3 clusters Score -2848750 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2848805.000000 Penalty: 4945.317383
	Iteration 32Q: 3 clusters Score -2848805 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2848856.750000 Penalty: 4945.317383
	Iteration 33Q: 3 clusters Score -2848857 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2848901.750000 Penalty: 4945.317383
	Iteration 34Q: 3 clusters Score -2848902 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2848956.750000 Penalty: 4945.317383
	Iteration 35Q: 3 clusters Score -2848957 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2848998.500000 Penalty: 4945.317383
	Iteration 36Q: 3 clusters Score -2848998 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2849046.750000 Penalty: 4945.317383
	Iteration 37Q: 3 clusters Score -2849047 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2849092.250000 Penalty: 4945.317383
	Iteration 38Q: 3 clusters Score -2849092 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2849137.750000 Penalty: 4945.317383
	Iteration 39Q: 3 clusters Score -2849138 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2849174.000000 Penalty: 4945.317383
	Iteration 40F: 3 clusters Score -2849174 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2849222.500000 Penalty: 4945.317383
	Iteration 41Q: 3 clusters Score -2849222 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2849266.750000 Penalty: 4945.317383
	Iteration 42Q: 3 clusters Score -2849267 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2849307.500000 Penalty: 4945.317383
	Iteration 43Q: 3 clusters Score -2849308 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2849351.500000 Penalty: 4945.317383
	Iteration 44Q: 3 clusters Score -2849352 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2849389.250000 Penalty: 4945.317383
	Iteration 45Q: 3 clusters Score -2849389 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2849428.000000 Penalty: 4945.317383
	Iteration 46Q: 3 clusters Score -2849428 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2849484.000000 Penalty: 4945.317383
	Iteration 47Q: 3 clusters Score -2849484 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2849515.750000 Penalty: 4945.317383
	Iteration 48Q: 3 clusters Score -2849516 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2849544.750000 Penalty: 4945.317383
	Iteration 49Q: 3 clusters Score -2849545 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2849579.500000 Penalty: 4945.317383
	Iteration 50Q: 3 clusters Score -2849580 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2849612.750000 Penalty: 4945.317383
	Iteration 51Q: 3 clusters Score -2849613 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2849644.750000 Penalty: 4945.317383
	Iteration 52Q: 3 clusters Score -2849645 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2849667.750000 Penalty: 4945.317383
	Iteration 53Q: 3 clusters Score -2849668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2849686.000000 Penalty: 4945.317383
	Iteration 54Q: 3 clusters Score -2849686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2849701.000000 Penalty: 4945.317383
	Iteration 55Q: 3 clusters Score -2849701 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2849709.750000 Penalty: 4945.317383
	Iteration 56Q: 3 clusters Score -2849710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2849732.750000 Penalty: 4945.317383
	Iteration 57Q: 3 clusters Score -2849733 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2849758.000000 Penalty: 4945.317383
	Iteration 58Q: 3 clusters Score -2849758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2849774.500000 Penalty: 4945.317383
	Iteration 59Q: 3 clusters Score -2849774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2849780.000000 Penalty: 4945.317383
	Iteration 60F: 3 clusters Score -2849780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2849798.500000 Penalty: 4945.317383
	Iteration 61Q: 3 clusters Score -2849798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2849808.750000 Penalty: 4945.317383
	Iteration 62Q: 3 clusters Score -2849809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2849812.500000 Penalty: 4945.317383
	Iteration 63Q: 3 clusters Score -2849812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2849813.500000 Penalty: 4945.317383
	Iteration 64Q: 3 clusters Score -2849814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2849821.250000 Penalty: 4945.317383
	Iteration 65Q: 3 clusters Score -2849821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2849822.750000 Penalty: 4945.317383
	Iteration 66Q: 3 clusters Score -2849823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2849823.500000 Penalty: 4945.317383
	Iteration 67Q: 3 clusters Score -2849824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2849824.250000 Penalty: 4945.317383
	Iteration 68Q: 3 clusters Score -2849824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2849826.000000 Penalty: 4945.317383
	Iteration 69Q: 3 clusters Score -2849826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2849826.750000 Penalty: 4945.317383
	Iteration 70Q: 3 clusters Score -2849827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2849830.000000 Penalty: 4945.317383
	Iteration 71Q: 3 clusters Score -2849830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2849832.250000 Penalty: 4945.317383
	Iteration 72Q: 3 clusters Score -2849832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2849829.750000 Penalty: 4945.317383
	Iteration 73Q: 3 clusters Score -2849830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2849829.250000 Penalty: 4945.317383
	Iteration 74Q: 3 clusters Score -2849829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2849831.500000 Penalty: 4945.317383
	Iteration 75Q: 3 clusters Score -2849832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -2849826.750000 Penalty: 4945.317383
	Iteration 76Q: 3 clusters Score -2849827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2849829.750000 Penalty: 4945.317383
	Iteration 77Q: 3 clusters Score -2849830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2849831.500000 Penalty: 4945.317383
	Iteration 78Q: 3 clusters Score -2849832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2849837.250000 Penalty: 4945.317383
	Iteration 79Q: 3 clusters Score -2849837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2849840.750000 Penalty: 4945.317383
	Iteration 80F: 3 clusters Score -2849841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2849845.750000 Penalty: 4945.317383
	Iteration 81Q: 3 clusters Score -2849846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2849850.000000 Penalty: 4945.317383
	Iteration 82Q: 3 clusters Score -2849850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2849848.750000 Penalty: 4945.317383
	Iteration 83Q: 3 clusters Score -2849849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2849851.250000 Penalty: 4945.317383
	Iteration 84Q: 3 clusters Score -2849851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2849859.500000 Penalty: 4945.317383
	Iteration 85Q: 3 clusters Score -2849860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2849860.750000 Penalty: 4945.317383
	Iteration 86Q: 3 clusters Score -2849861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2849862.750000 Penalty: 4945.317383
	Iteration 87Q: 3 clusters Score -2849863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2849861.500000 Penalty: 4945.317383
	Iteration 88Q: 3 clusters Score -2849862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2849860.250000 Penalty: 4945.317383
	Iteration 89Q: 3 clusters Score -2849860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2849860.250000 Penalty: 4945.317383
	Iteration 90F: 3 clusters Score -2849860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -140236.656250 Penalty: 1734.495483
	Iteration 0F: 2 clusters Score -140236.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -138238.765625 Penalty: 3468.990967
	Iteration 0F: 3 clusters Score -138238.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -138631.281250 Penalty: 3468.990967
	Iteration 1F: 3 clusters Score -138631.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -138828.046875 Penalty: 3468.990967
	Iteration 2F: 3 clusters Score -138828 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -139000.796875 Penalty: 3468.990967
	Iteration 3F: 3 clusters Score -139000.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -139346.796875 Penalty: 3468.990967
	Iteration 4F: 3 clusters Score -139346.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -139694.125000 Penalty: 3468.990967
	Iteration 5F: 3 clusters Score -139694.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -140036.859375 Penalty: 3468.990967
	Iteration 6F: 3 clusters Score -140036.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -140119.250000 Penalty: 3468.990967
	Iteration 7Q: 3 clusters Score -140119.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -140164.968750 Penalty: 3468.990967
	Iteration 8Q: 3 clusters Score -140165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -140187.671875 Penalty: 3468.990967
	Iteration 9Q: 3 clusters Score -140187.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -140205.203125 Penalty: 3468.990967
	Iteration 10Q: 3 clusters Score -140205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -140223.281250 Penalty: 3468.990967
	Iteration 11Q: 3 clusters Score -140223.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -140235.859375 Penalty: 3468.990967
	Iteration 12Q: 3 clusters Score -140235.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -140241.171875 Penalty: 3468.990967
	Iteration 13Q: 3 clusters Score -140241.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -140248.609375 Penalty: 3468.990967
	Iteration 14Q: 3 clusters Score -140248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -140251.546875 Penalty: 3468.990967
	Iteration 15Q: 3 clusters Score -140251.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -140254.437500 Penalty: 3468.990967
	Iteration 16Q: 3 clusters Score -140254.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -140255.000000 Penalty: 3468.990967
	Iteration 17Q: 3 clusters Score -140255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -140255.000000 Penalty: 3468.990967
	Iteration 18F: 3 clusters Score -140255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20337 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27077 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294973 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165088 members 
Mstep: Class 11 contains 39430 members 
Mstep: Class 12 contains 21384 members 
Mstep: Class 13 contains 356 members 
Mstep: Class 14 contains 10007 members 
Mstep: Class 15 contains 15068 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52556 members 
Mstep: Class 18 contains 124410 members 
Mstep: Class 19 contains 734 members 
Mstep: Class 20 contains 204516 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
Score: -135791456.000000 Penalty: 78787.804688
Splitting cluster 13 changes total score from -135793136.000000 to -135791456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (10007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Entering Unmasked Estep 
Score: -1397722.000000 Penalty: 2284.338135
	Iteration 0F: 2 clusters Score -1397722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1389993.875000 Penalty: 4568.676270
	Iteration 0F: 3 clusters Score -1389994 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1392314.250000 Penalty: 4568.676270
	Iteration 1F: 3 clusters Score -1392314 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1392621.750000 Penalty: 4568.676270
	Iteration 2F: 3 clusters Score -1392622 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1392850.875000 Penalty: 4568.676270
	Iteration 3F: 3 clusters Score -1392851 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1393062.750000 Penalty: 4568.676270
	Iteration 4Q: 3 clusters Score -1393063 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1393278.875000 Penalty: 4568.676270
	Iteration 5Q: 3 clusters Score -1393279 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1393476.000000 Penalty: 4568.676270
	Iteration 6Q: 3 clusters Score -1393476 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1393644.125000 Penalty: 4568.676270
	Iteration 7Q: 3 clusters Score -1393644 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1393833.250000 Penalty: 4568.676270
	Iteration 8Q: 3 clusters Score -1393833 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1394034.125000 Penalty: 4568.676270
	Iteration 9Q: 3 clusters Score -1394034 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1394240.625000 Penalty: 4568.676270
	Iteration 10Q: 3 clusters Score -1394241 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1394437.375000 Penalty: 4568.676270
	Iteration 11Q: 3 clusters Score -1394437 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1394632.125000 Penalty: 4568.676270
	Iteration 12Q: 3 clusters Score -1394632 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1394834.000000 Penalty: 4568.676270
	Iteration 13Q: 3 clusters Score -1394834 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1394990.500000 Penalty: 4568.676270
	Iteration 14Q: 3 clusters Score -1394990 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1395097.625000 Penalty: 4568.676270
	Iteration 15Q: 3 clusters Score -1395098 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1395174.875000 Penalty: 4568.676270
	Iteration 16Q: 3 clusters Score -1395175 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1395221.375000 Penalty: 4568.676270
	Iteration 17Q: 3 clusters Score -1395221 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1395260.875000 Penalty: 4568.676270
	Iteration 18Q: 3 clusters Score -1395261 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1395287.125000 Penalty: 4568.676270
	Iteration 19Q: 3 clusters Score -1395287 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1395316.375000 Penalty: 4568.676270
	Iteration 20F: 3 clusters Score -1395316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1395342.000000 Penalty: 4568.676270
	Iteration 21Q: 3 clusters Score -1395342 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1395361.750000 Penalty: 4568.676270
	Iteration 22Q: 3 clusters Score -1395362 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1395380.500000 Penalty: 4568.676270
	Iteration 23Q: 3 clusters Score -1395380 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1395401.375000 Penalty: 4568.676270
	Iteration 24Q: 3 clusters Score -1395401 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1395418.125000 Penalty: 4568.676270
	Iteration 25Q: 3 clusters Score -1395418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1395433.500000 Penalty: 4568.676270
	Iteration 26Q: 3 clusters Score -1395434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1395446.500000 Penalty: 4568.676270
	Iteration 27Q: 3 clusters Score -1395446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1395463.875000 Penalty: 4568.676270
	Iteration 28Q: 3 clusters Score -1395464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1395477.125000 Penalty: 4568.676270
	Iteration 29Q: 3 clusters Score -1395477 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1395495.750000 Penalty: 4568.676270
	Iteration 30Q: 3 clusters Score -1395496 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1395515.625000 Penalty: 4568.676270
	Iteration 31Q: 3 clusters Score -1395516 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1395531.125000 Penalty: 4568.676270
	Iteration 32Q: 3 clusters Score -1395531 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1395548.125000 Penalty: 4568.676270
	Iteration 33Q: 3 clusters Score -1395548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1395559.625000 Penalty: 4568.676270
	Iteration 34Q: 3 clusters Score -1395560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1395576.625000 Penalty: 4568.676270
	Iteration 35Q: 3 clusters Score -1395577 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1395581.250000 Penalty: 4568.676270
	Iteration 36Q: 3 clusters Score -1395581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1395594.125000 Penalty: 4568.676270
	Iteration 37Q: 3 clusters Score -1395594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1395601.000000 Penalty: 4568.676270
	Iteration 38Q: 3 clusters Score -1395601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1395600.875000 Penalty: 4568.676270
	Iteration 39Q: 3 clusters Score -1395601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1395608.125000 Penalty: 4568.676270
	Iteration 40F: 3 clusters Score -1395608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1395612.500000 Penalty: 4568.676270
	Iteration 41Q: 3 clusters Score -1395612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1395619.125000 Penalty: 4568.676270
	Iteration 42Q: 3 clusters Score -1395619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1395623.500000 Penalty: 4568.676270
	Iteration 43Q: 3 clusters Score -1395624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1395626.250000 Penalty: 4568.676270
	Iteration 44Q: 3 clusters Score -1395626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1395627.375000 Penalty: 4568.676270
	Iteration 45Q: 3 clusters Score -1395627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1395629.625000 Penalty: 4568.676270
	Iteration 46Q: 3 clusters Score -1395630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1395629.375000 Penalty: 4568.676270
	Iteration 47Q: 3 clusters Score -1395629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1395635.125000 Penalty: 4568.676270
	Iteration 48Q: 3 clusters Score -1395635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1395635.625000 Penalty: 4568.676270
	Iteration 49Q: 3 clusters Score -1395636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1395639.875000 Penalty: 4568.676270
	Iteration 50Q: 3 clusters Score -1395640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1395643.750000 Penalty: 4568.676270
	Iteration 51Q: 3 clusters Score -1395644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1395649.250000 Penalty: 4568.676270
	Iteration 52Q: 3 clusters Score -1395649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1395649.875000 Penalty: 4568.676270
	Iteration 53Q: 3 clusters Score -1395650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1395651.875000 Penalty: 4568.676270
	Iteration 54Q: 3 clusters Score -1395652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1395655.375000 Penalty: 4568.676270
	Iteration 55Q: 3 clusters Score -1395655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1395657.250000 Penalty: 4568.676270
	Iteration 56Q: 3 clusters Score -1395657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1395659.750000 Penalty: 4568.676270
	Iteration 57Q: 3 clusters Score -1395660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1395661.500000 Penalty: 4568.676270
	Iteration 58Q: 3 clusters Score -1395662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1395663.625000 Penalty: 4568.676270
	Iteration 59Q: 3 clusters Score -1395664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1395665.875000 Penalty: 4568.676270
	Iteration 60F: 3 clusters Score -1395666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1395668.750000 Penalty: 4568.676270
	Iteration 61Q: 3 clusters Score -1395669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1395672.875000 Penalty: 4568.676270
	Iteration 62Q: 3 clusters Score -1395673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1395678.625000 Penalty: 4568.676270
	Iteration 63Q: 3 clusters Score -1395679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1395680.250000 Penalty: 4568.676270
	Iteration 64Q: 3 clusters Score -1395680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1395686.125000 Penalty: 4568.676270
	Iteration 65Q: 3 clusters Score -1395686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1395690.875000 Penalty: 4568.676270
	Iteration 66Q: 3 clusters Score -1395691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1395694.000000 Penalty: 4568.676270
	Iteration 67Q: 3 clusters Score -1395694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1395698.000000 Penalty: 4568.676270
	Iteration 68Q: 3 clusters Score -1395698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1395700.250000 Penalty: 4568.676270
	Iteration 69Q: 3 clusters Score -1395700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1395701.375000 Penalty: 4568.676270
	Iteration 70Q: 3 clusters Score -1395701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1395702.500000 Penalty: 4568.676270
	Iteration 71Q: 3 clusters Score -1395702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1395706.750000 Penalty: 4568.676270
	Iteration 72Q: 3 clusters Score -1395707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1395711.875000 Penalty: 4568.676270
	Iteration 73Q: 3 clusters Score -1395712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1395710.500000 Penalty: 4568.676270
	Iteration 74Q: 3 clusters Score -1395710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1395720.000000 Penalty: 4568.676270
	Iteration 75Q: 3 clusters Score -1395720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1395723.125000 Penalty: 4568.676270
	Iteration 76Q: 3 clusters Score -1395723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1395725.000000 Penalty: 4568.676270
	Iteration 77Q: 3 clusters Score -1395725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1395725.750000 Penalty: 4568.676270
	Iteration 78Q: 3 clusters Score -1395726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1395728.375000 Penalty: 4568.676270
	Iteration 79Q: 3 clusters Score -1395728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1395727.500000 Penalty: 4568.676270
	Iteration 80F: 3 clusters Score -1395728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1395731.000000 Penalty: 4568.676270
	Iteration 81Q: 3 clusters Score -1395731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1395735.875000 Penalty: 4568.676270
	Iteration 82Q: 3 clusters Score -1395736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1395737.375000 Penalty: 4568.676270
	Iteration 83Q: 3 clusters Score -1395737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1395741.125000 Penalty: 4568.676270
	Iteration 84Q: 3 clusters Score -1395741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1395740.625000 Penalty: 4568.676270
	Iteration 85Q: 3 clusters Score -1395741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1395740.500000 Penalty: 4568.676270
	Iteration 86Q: 3 clusters Score -1395740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1395744.750000 Penalty: 4568.676270
	Iteration 87Q: 3 clusters Score -1395745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1395746.250000 Penalty: 4568.676270
	Iteration 88Q: 3 clusters Score -1395746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1395747.125000 Penalty: 4568.676270
	Iteration 89Q: 3 clusters Score -1395747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1395748.375000 Penalty: 4568.676270
	Iteration 90Q: 3 clusters Score -1395748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1395749.000000 Penalty: 4568.676270
	Iteration 91Q: 3 clusters Score -1395749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1395746.250000 Penalty: 4568.676270
	Iteration 92Q: 3 clusters Score -1395746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1395746.250000 Penalty: 4568.676270
	Iteration 93F: 3 clusters Score -1395746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Entering Unmasked Estep 
Score: -2116332.000000 Penalty: 2385.841553
	Iteration 0F: 2 clusters Score -2116332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2105376.750000 Penalty: 4771.683105
	Iteration 0F: 3 clusters Score -2105377 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2108856.750000 Penalty: 4771.683105
	Iteration 1F: 3 clusters Score -2108857 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2109230.000000 Penalty: 4771.683105
	Iteration 2F: 3 clusters Score -2109230 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2109527.250000 Penalty: 4771.683105
	Iteration 3Q: 3 clusters Score -2109527 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2109817.250000 Penalty: 4771.683105
	Iteration 4Q: 3 clusters Score -2109817 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2110147.500000 Penalty: 4771.683105
	Iteration 5Q: 3 clusters Score -2110148 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2110527.750000 Penalty: 4771.683105
	Iteration 6Q: 3 clusters Score -2110528 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2111004.000000 Penalty: 4771.683105
	Iteration 7Q: 3 clusters Score -2111004 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2111587.250000 Penalty: 4771.683105
	Iteration 8F: 3 clusters Score -2111587 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2112229.750000 Penalty: 4771.683105
	Iteration 9F: 3 clusters Score -2112230 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2112846.000000 Penalty: 4771.683105
	Iteration 10Q: 3 clusters Score -2112846 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2113370.000000 Penalty: 4771.683105
	Iteration 11Q: 3 clusters Score -2113370 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2113690.500000 Penalty: 4771.683105
	Iteration 12Q: 3 clusters Score -2113690 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2113911.750000 Penalty: 4771.683105
	Iteration 13Q: 3 clusters Score -2113912 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2114046.000000 Penalty: 4771.683105
	Iteration 14Q: 3 clusters Score -2114046 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2114125.500000 Penalty: 4771.683105
	Iteration 15Q: 3 clusters Score -2114126 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2114166.000000 Penalty: 4771.683105
	Iteration 16Q: 3 clusters Score -2114166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2114195.000000 Penalty: 4771.683105
	Iteration 17Q: 3 clusters Score -2114195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2114209.000000 Penalty: 4771.683105
	Iteration 18Q: 3 clusters Score -2114209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2114214.000000 Penalty: 4771.683105
	Iteration 19Q: 3 clusters Score -2114214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2114217.000000 Penalty: 4771.683105
	Iteration 20F: 3 clusters Score -2114217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2114219.000000 Penalty: 4771.683105
	Iteration 21Q: 3 clusters Score -2114219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2114220.250000 Penalty: 4771.683105
	Iteration 22Q: 3 clusters Score -2114220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2114224.250000 Penalty: 4771.683105
	Iteration 23Q: 3 clusters Score -2114224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2114221.750000 Penalty: 4771.683105
	Iteration 24Q: 3 clusters Score -2114222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2114223.500000 Penalty: 4771.683105
	Iteration 25Q: 3 clusters Score -2114224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2114223.500000 Penalty: 4771.683105
	Iteration 26F: 3 clusters Score -2114224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -27261.070312 Penalty: 1360.229614
	Iteration 0F: 2 clusters Score -27261.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26249.703125 Penalty: 2720.459229
	Iteration 0F: 3 clusters Score -26249.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26438.884766 Penalty: 2720.459229
	Iteration 1F: 3 clusters Score -26438.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -26489.505859 Penalty: 2720.459229
	Iteration 2Q: 3 clusters Score -26489.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26571.513672 Penalty: 2720.459229
	Iteration 3Q: 3 clusters Score -26571.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -26627.292969 Penalty: 2720.459229
	Iteration 4Q: 3 clusters Score -26627.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -26675.396484 Penalty: 2720.459229
	Iteration 5Q: 3 clusters Score -26675.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -26726.412109 Penalty: 2720.459229
	Iteration 6Q: 3 clusters Score -26726.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -26731.644531 Penalty: 2720.459229
	Iteration 7Q: 3 clusters Score -26731.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -26731.644531 Penalty: 2720.459229
	Iteration 8F: 3 clusters Score -26731.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Entering Unmasked Estep 
Score: -7096796.000000 Penalty: 2695.669434
	Iteration 0F: 2 clusters Score -7096796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -7061342.500000 Penalty: 5391.338867
	Iteration 0F: 3 clusters Score -7061342 nChanged 24244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -7075267.000000 Penalty: 5391.338867
	Iteration 1F: 3 clusters Score -7075267 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -7076043.000000 Penalty: 5391.338867
	Iteration 2Q: 3 clusters Score -7076043 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -7076916.500000 Penalty: 5391.338867
	Iteration 3Q: 3 clusters Score -7076916 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -7077873.000000 Penalty: 5391.338867
	Iteration 4Q: 3 clusters Score -7077873 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -7079021.000000 Penalty: 5391.338867
	Iteration 5Q: 3 clusters Score -7079021 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -7080330.500000 Penalty: 5391.338867
	Iteration 6F: 3 clusters Score -7080330 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -7081631.500000 Penalty: 5391.338867
	Iteration 7F: 3 clusters Score -7081632 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -7082660.500000 Penalty: 5391.338867
	Iteration 8Q: 3 clusters Score -7082660 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -7083464.000000 Penalty: 5391.338867
	Iteration 9Q: 3 clusters Score -7083464 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -7084121.000000 Penalty: 5391.338867
	Iteration 10Q: 3 clusters Score -7084121 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -7084607.500000 Penalty: 5391.338867
	Iteration 11Q: 3 clusters Score -7084608 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -7084981.500000 Penalty: 5391.338867
	Iteration 12Q: 3 clusters Score -7084982 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -7085416.000000 Penalty: 5391.338867
	Iteration 13Q: 3 clusters Score -7085416 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -7085848.000000 Penalty: 5391.338867
	Iteration 14Q: 3 clusters Score -7085848 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -7086268.500000 Penalty: 5391.338867
	Iteration 15Q: 3 clusters Score -7086268 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -7086800.000000 Penalty: 5391.338867
	Iteration 16Q: 3 clusters Score -7086800 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -7087320.000000 Penalty: 5391.338867
	Iteration 17Q: 3 clusters Score -7087320 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -7087847.500000 Penalty: 5391.338867
	Iteration 18Q: 3 clusters Score -7087848 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -7088436.500000 Penalty: 5391.338867
	Iteration 19Q: 3 clusters Score -7088436 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -7089039.000000 Penalty: 5391.338867
	Iteration 20F: 3 clusters Score -7089039 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -7089606.500000 Penalty: 5391.338867
	Iteration 21Q: 3 clusters Score -7089606 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -7090047.500000 Penalty: 5391.338867
	Iteration 22Q: 3 clusters Score -7090048 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -7090591.000000 Penalty: 5391.338867
	Iteration 23Q: 3 clusters Score -7090591 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -7091072.500000 Penalty: 5391.338867
	Iteration 24Q: 3 clusters Score -7091072 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -7091588.500000 Penalty: 5391.338867
	Iteration 25Q: 3 clusters Score -7091588 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -7092134.500000 Penalty: 5391.338867
	Iteration 26Q: 3 clusters Score -7092134 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -7092628.500000 Penalty: 5391.338867
	Iteration 27Q: 3 clusters Score -7092628 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -7093117.500000 Penalty: 5391.338867
	Iteration 28Q: 3 clusters Score -7093118 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -7093497.000000 Penalty: 5391.338867
	Iteration 29Q: 3 clusters Score -7093497 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -7093922.000000 Penalty: 5391.338867
	Iteration 30Q: 3 clusters Score -7093922 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -7094308.500000 Penalty: 5391.338867
	Iteration 31Q: 3 clusters Score -7094308 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -7094646.500000 Penalty: 5391.338867
	Iteration 32Q: 3 clusters Score -7094646 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -7094943.000000 Penalty: 5391.338867
	Iteration 33Q: 3 clusters Score -7094943 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -7095231.000000 Penalty: 5391.338867
	Iteration 34Q: 3 clusters Score -7095231 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -7095473.000000 Penalty: 5391.338867
	Iteration 35Q: 3 clusters Score -7095473 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -7095682.500000 Penalty: 5391.338867
	Iteration 36Q: 3 clusters Score -7095682 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -7095837.000000 Penalty: 5391.338867
	Iteration 37Q: 3 clusters Score -7095837 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -7095964.500000 Penalty: 5391.338867
	Iteration 38Q: 3 clusters Score -7095964 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -7096096.500000 Penalty: 5391.338867
	Iteration 39Q: 3 clusters Score -7096096 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -7096207.500000 Penalty: 5391.338867
	Iteration 40F: 3 clusters Score -7096208 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -7096296.000000 Penalty: 5391.338867
	Iteration 41Q: 3 clusters Score -7096296 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -7096328.500000 Penalty: 5391.338867
	Iteration 42Q: 3 clusters Score -7096328 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -7096392.000000 Penalty: 5391.338867
	Iteration 43Q: 3 clusters Score -7096392 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -7096416.000000 Penalty: 5391.338867
	Iteration 44Q: 3 clusters Score -7096416 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -7096440.000000 Penalty: 5391.338867
	Iteration 45Q: 3 clusters Score -7096440 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -7096466.500000 Penalty: 5391.338867
	Iteration 46Q: 3 clusters Score -7096466 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -7096479.000000 Penalty: 5391.338867
	Iteration 47Q: 3 clusters Score -7096479 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -7096511.500000 Penalty: 5391.338867
	Iteration 48Q: 3 clusters Score -7096512 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -7096526.500000 Penalty: 5391.338867
	Iteration 49Q: 3 clusters Score -7096526 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -7096532.000000 Penalty: 5391.338867
	Iteration 50Q: 3 clusters Score -7096532 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -7096537.000000 Penalty: 5391.338867
	Iteration 51Q: 3 clusters Score -7096537 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -7096545.000000 Penalty: 5391.338867
	Iteration 52Q: 3 clusters Score -7096545 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -7096548.500000 Penalty: 5391.338867
	Iteration 53Q: 3 clusters Score -7096548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46768 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -7096550.500000 Penalty: 5391.338867
	Iteration 54Q: 3 clusters Score -7096550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -7096565.000000 Penalty: 5391.338867
	Iteration 55Q: 3 clusters Score -7096565 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -7096552.000000 Penalty: 5391.338867
	Iteration 56Q: 3 clusters Score -7096552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -7096570.000000 Penalty: 5391.338867
	Iteration 57Q: 3 clusters Score -7096570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -7096576.500000 Penalty: 5391.338867
	Iteration 58Q: 3 clusters Score -7096576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -7096573.500000 Penalty: 5391.338867
	Iteration 59Q: 3 clusters Score -7096574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -7096581.500000 Penalty: 5391.338867
	Iteration 60F: 3 clusters Score -7096582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -7096594.500000 Penalty: 5391.338867
	Iteration 61Q: 3 clusters Score -7096594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -7096593.500000 Penalty: 5391.338867
	Iteration 62Q: 3 clusters Score -7096594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -7096587.500000 Penalty: 5391.338867
	Iteration 63Q: 3 clusters Score -7096588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -7096601.500000 Penalty: 5391.338867
	Iteration 64Q: 3 clusters Score -7096602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -7096599.500000 Penalty: 5391.338867
	Iteration 65Q: 3 clusters Score -7096600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -7096596.500000 Penalty: 5391.338867
	Iteration 66Q: 3 clusters Score -7096596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -7096592.000000 Penalty: 5391.338867
	Iteration 67Q: 3 clusters Score -7096592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -7096597.500000 Penalty: 5391.338867
	Iteration 68Q: 3 clusters Score -7096598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -7096606.500000 Penalty: 5391.338867
	Iteration 69Q: 3 clusters Score -7096606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -7096610.500000 Penalty: 5391.338867
	Iteration 70Q: 3 clusters Score -7096610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -7096605.000000 Penalty: 5391.338867
	Iteration 71Q: 3 clusters Score -7096605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -7096610.000000 Penalty: 5391.338867
	Iteration 72Q: 3 clusters Score -7096610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -7096613.000000 Penalty: 5391.338867
	Iteration 73Q: 3 clusters Score -7096613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -7096615.000000 Penalty: 5391.338867
	Iteration 74Q: 3 clusters Score -7096615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -7096604.000000 Penalty: 5391.338867
	Iteration 75Q: 3 clusters Score -7096604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -7096600.500000 Penalty: 5391.338867
	Iteration 76Q: 3 clusters Score -7096600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -7096597.500000 Penalty: 5391.338867
	Iteration 77Q: 3 clusters Score -7096598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -7096595.500000 Penalty: 5391.338867
	Iteration 78Q: 3 clusters Score -7096596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -7096595.500000 Penalty: 5391.338867
	Iteration 79F: 3 clusters Score -7096596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (124410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124410 members 
Entering Unmasked Estep 
Score: -17399522.000000 Penalty: 2909.371826
	Iteration 0F: 2 clusters Score -1.739952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62375 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -17316766.000000 Penalty: 5818.743652
	Iteration 0F: 3 clusters Score -1.731677e+07 nChanged 59155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 60306 members 
Entering Unmasked Estep 
Score: -17351176.000000 Penalty: 5818.743652
	Iteration 1F: 3 clusters Score -1.735118e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -17352222.000000 Penalty: 5818.743652
	Iteration 2Q: 3 clusters Score -1.735222e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -17353516.000000 Penalty: 5818.743652
	Iteration 3Q: 3 clusters Score -1.735352e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68734 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -17355134.000000 Penalty: 5818.743652
	Iteration 4Q: 3 clusters Score -1.735513e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71649 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -17357308.000000 Penalty: 5818.743652
	Iteration 5Q: 3 clusters Score -1.735731e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -17360572.000000 Penalty: 5818.743652
	Iteration 6Q: 3 clusters Score -1.736057e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80605 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -17365022.000000 Penalty: 5818.743652
	Iteration 7F: 3 clusters Score -1.736502e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86187 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -17370136.000000 Penalty: 5818.743652
	Iteration 8F: 3 clusters Score -1.737014e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91838 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -17375484.000000 Penalty: 5818.743652
	Iteration 9F: 3 clusters Score -1.737548e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96904 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -17380110.000000 Penalty: 5818.743652
	Iteration 10F: 3 clusters Score -1.738011e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100962 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -17383276.000000 Penalty: 5818.743652
	Iteration 11Q: 3 clusters Score -1.738328e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104325 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -17385704.000000 Penalty: 5818.743652
	Iteration 12Q: 3 clusters Score -1.73857e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107261 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -17387718.000000 Penalty: 5818.743652
	Iteration 13Q: 3 clusters Score -1.738772e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109976 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -17389298.000000 Penalty: 5818.743652
	Iteration 14Q: 3 clusters Score -1.73893e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112486 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -17390600.000000 Penalty: 5818.743652
	Iteration 15Q: 3 clusters Score -1.73906e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114838 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -17391888.000000 Penalty: 5818.743652
	Iteration 16Q: 3 clusters Score -1.739189e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116889 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -17393128.000000 Penalty: 5818.743652
	Iteration 17Q: 3 clusters Score -1.739313e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118656 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -17394226.000000 Penalty: 5818.743652
	Iteration 18Q: 3 clusters Score -1.739423e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120054 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -17394992.000000 Penalty: 5818.743652
	Iteration 19Q: 3 clusters Score -1.739499e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121139 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -17395598.000000 Penalty: 5818.743652
	Iteration 20F: 3 clusters Score -1.73956e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121934 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -17396054.000000 Penalty: 5818.743652
	Iteration 21Q: 3 clusters Score -1.739605e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122485 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -17396272.000000 Penalty: 5818.743652
	Iteration 22Q: 3 clusters Score -1.739627e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122840 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -17396454.000000 Penalty: 5818.743652
	Iteration 23Q: 3 clusters Score -1.739645e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123097 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -17396606.000000 Penalty: 5818.743652
	Iteration 24Q: 3 clusters Score -1.739661e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123279 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -17396742.000000 Penalty: 5818.743652
	Iteration 25Q: 3 clusters Score -1.739674e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123397 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -17396778.000000 Penalty: 5818.743652
	Iteration 26Q: 3 clusters Score -1.739678e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123504 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -17396860.000000 Penalty: 5818.743652
	Iteration 27Q: 3 clusters Score -1.739686e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123567 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -17396872.000000 Penalty: 5818.743652
	Iteration 28Q: 3 clusters Score -1.739687e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123617 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -17396898.000000 Penalty: 5818.743652
	Iteration 29Q: 3 clusters Score -1.73969e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123655 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -17396920.000000 Penalty: 5818.743652
	Iteration 30Q: 3 clusters Score -1.739692e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123688 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -17396952.000000 Penalty: 5818.743652
	Iteration 31Q: 3 clusters Score -1.739695e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123716 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -17396982.000000 Penalty: 5818.743652
	Iteration 32Q: 3 clusters Score -1.739698e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123735 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -17396988.000000 Penalty: 5818.743652
	Iteration 33Q: 3 clusters Score -1.739699e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123753 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -17397000.000000 Penalty: 5818.743652
	Iteration 34Q: 3 clusters Score -1.7397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123757 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -17396994.000000 Penalty: 5818.743652
	Iteration 35Q: 3 clusters Score -1.739699e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123766 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -17397016.000000 Penalty: 5818.743652
	Iteration 36Q: 3 clusters Score -1.739702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123775 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -17397016.000000 Penalty: 5818.743652
	Iteration 37Q: 3 clusters Score -1.739702e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123787 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -17397030.000000 Penalty: 5818.743652
	Iteration 38Q: 3 clusters Score -1.739703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123800 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -17397046.000000 Penalty: 5818.743652
	Iteration 39Q: 3 clusters Score -1.739705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123806 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -17397044.000000 Penalty: 5818.743652
	Iteration 40F: 3 clusters Score -1.739704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123810 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -17397060.000000 Penalty: 5818.743652
	Iteration 41Q: 3 clusters Score -1.739706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123812 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -17397054.000000 Penalty: 5818.743652
	Iteration 42Q: 3 clusters Score -1.739705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123813 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -17397066.000000 Penalty: 5818.743652
	Iteration 43Q: 3 clusters Score -1.739707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123814 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -17397060.000000 Penalty: 5818.743652
	Iteration 44Q: 3 clusters Score -1.739706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123813 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -17397062.000000 Penalty: 5818.743652
	Iteration 45Q: 3 clusters Score -1.739706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123813 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -17397062.000000 Penalty: 5818.743652
	Iteration 46F: 3 clusters Score -1.739706e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (204516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204516 members 
Entering Unmasked Estep 
Score: -28569534.000000 Penalty: 3032.643555
	Iteration 0F: 2 clusters Score -2.856953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102424 members 
Mstep: Class 2 contains 102092 members 
Entering Unmasked Estep 
Score: -28445806.000000 Penalty: 6065.287109
	Iteration 0F: 3 clusters Score -2.844581e+07 nChanged 98587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107325 members 
Mstep: Class 2 contains 97191 members 
Entering Unmasked Estep 
Score: -28504178.000000 Penalty: 6065.287109
	Iteration 1F: 3 clusters Score -2.850418e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109951 members 
Mstep: Class 2 contains 94565 members 
Entering Unmasked Estep 
Score: -28505018.000000 Penalty: 6065.287109
	Iteration 2Q: 3 clusters Score -2.850502e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113919 members 
Mstep: Class 2 contains 90597 members 
Entering Unmasked Estep 
Score: -28506920.000000 Penalty: 6065.287109
	Iteration 3Q: 3 clusters Score -2.850692e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119793 members 
Mstep: Class 2 contains 84723 members 
Entering Unmasked Estep 
Score: -28509470.000000 Penalty: 6065.287109
	Iteration 4Q: 3 clusters Score -2.850947e+07 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128367 members 
Mstep: Class 2 contains 76149 members 
Entering Unmasked Estep 
Score: -28513306.000000 Penalty: 6065.287109
	Iteration 5Q: 3 clusters Score -2.851331e+07 nChanged 12734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140069 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -28519274.000000 Penalty: 6065.287109
	Iteration 6F: 3 clusters Score -2.851927e+07 nChanged 14753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154314 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
Score: -28528310.000000 Penalty: 6065.287109
	Iteration 7F: 3 clusters Score -2.852831e+07 nChanged 15409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169579 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -28538356.000000 Penalty: 6065.287109
	Iteration 8F: 3 clusters Score -2.853836e+07 nChanged 13605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183150 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -28548664.000000 Penalty: 6065.287109
	Iteration 9F: 3 clusters Score -2.854866e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193246 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -28557108.000000 Penalty: 6065.287109
	Iteration 10Q: 3 clusters Score -2.855711e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199256 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -28562136.000000 Penalty: 6065.287109
	Iteration 11Q: 3 clusters Score -2.856214e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202215 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -28564914.000000 Penalty: 6065.287109
	Iteration 12Q: 3 clusters Score -2.856491e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203405 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -28565978.000000 Penalty: 6065.287109
	Iteration 13Q: 3 clusters Score -2.856598e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203845 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -28566472.000000 Penalty: 6065.287109
	Iteration 14Q: 3 clusters Score -2.856647e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204024 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -28566600.000000 Penalty: 6065.287109
	Iteration 15Q: 3 clusters Score -2.85666e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204096 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -28566710.000000 Penalty: 6065.287109
	Iteration 16Q: 3 clusters Score -2.856671e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204135 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -28566768.000000 Penalty: 6065.287109
	Iteration 17Q: 3 clusters Score -2.856677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204151 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -28566806.000000 Penalty: 6065.287109
	Iteration 18Q: 3 clusters Score -2.856681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204163 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -28566802.000000 Penalty: 6065.287109
	Iteration 19Q: 3 clusters Score -2.85668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204170 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -28566826.000000 Penalty: 6065.287109
	Iteration 20F: 3 clusters Score -2.856683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204173 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -28566826.000000 Penalty: 6065.287109
	Iteration 21Q: 3 clusters Score -2.856683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204180 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28566860.000000 Penalty: 6065.287109
	Iteration 22Q: 3 clusters Score -2.856686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204183 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -28566844.000000 Penalty: 6065.287109
	Iteration 23Q: 3 clusters Score -2.856684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204185 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -28566856.000000 Penalty: 6065.287109
	Iteration 24Q: 3 clusters Score -2.856686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204185 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -28566866.000000 Penalty: 6065.287109
	Iteration 25Q: 3 clusters Score -2.856687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204188 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28566860.000000 Penalty: 6065.287109
	Iteration 26Q: 3 clusters Score -2.856686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204190 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -28566882.000000 Penalty: 6065.287109
	Iteration 27Q: 3 clusters Score -2.856688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204193 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28566868.000000 Penalty: 6065.287109
	Iteration 28Q: 3 clusters Score -2.856687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204193 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28566884.000000 Penalty: 6065.287109
	Iteration 29Q: 3 clusters Score -2.856688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204194 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28566890.000000 Penalty: 6065.287109
	Iteration 30Q: 3 clusters Score -2.856689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204195 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28566894.000000 Penalty: 6065.287109
	Iteration 31Q: 3 clusters Score -2.856689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204195 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28566894.000000 Penalty: 6065.287109
	Iteration 32Q: 3 clusters Score -2.856689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204193 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28566890.000000 Penalty: 6065.287109
	Iteration 33Q: 3 clusters Score -2.856689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204193 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28566882.000000 Penalty: 6065.287109
	Iteration 34Q: 3 clusters Score -2.856688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204191 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -28566890.000000 Penalty: 6065.287109
	Iteration 35Q: 3 clusters Score -2.856689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204192 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -28566878.000000 Penalty: 6065.287109
	Iteration 36Q: 3 clusters Score -2.856688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204195 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28566900.000000 Penalty: 6065.287109
	Iteration 37Q: 3 clusters Score -2.85669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204195 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28566910.000000 Penalty: 6065.287109
	Iteration 38Q: 3 clusters Score -2.856691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204196 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -28566892.000000 Penalty: 6065.287109
	Iteration 39Q: 3 clusters Score -2.856689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204195 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28566908.000000 Penalty: 6065.287109
	Iteration 40F: 3 clusters Score -2.856691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204194 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28566908.000000 Penalty: 6065.287109
	Iteration 41Q: 3 clusters Score -2.856691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204193 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28566902.000000 Penalty: 6065.287109
	Iteration 42Q: 3 clusters Score -2.85669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204193 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28566902.000000 Penalty: 6065.287109
	Iteration 43F: 3 clusters Score -2.85669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -70578.625000 Penalty: 1572.846191
	Iteration 0F: 2 clusters Score -70578.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69095.429688 Penalty: 3145.692383
	Iteration 0F: 3 clusters Score -69095.43 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -69373.945312 Penalty: 3145.692383
	Iteration 1F: 3 clusters Score -69373.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69515.359375 Penalty: 3145.692383
	Iteration 2F: 3 clusters Score -69515.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69585.554688 Penalty: 3145.692383
	Iteration 3F: 3 clusters Score -69585.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69612.007812 Penalty: 3145.692383
	Iteration 4Q: 3 clusters Score -69612.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -69617.054688 Penalty: 3145.692383
	Iteration 5Q: 3 clusters Score -69617.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -69623.804688 Penalty: 3145.692383
	Iteration 6Q: 3 clusters Score -69623.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -69623.804688 Penalty: 3145.692383
	Iteration 7F: 3 clusters Score -69623.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -61464.738281 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -61464.74 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 257 members 
Entering Unmasked Estep 
Score: -59959.511719 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -59959.51 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -60150.250000 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -60150.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60246.371094 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -60246.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60308.691406 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -60308.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60383.574219 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -60383.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60449.476562 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -60449.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60536.472656 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -60536.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60626.769531 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -60626.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60669.808594 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -60669.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60673.312500 Penalty: 3082.445557
	Iteration 9Q: 3 clusters Score -60673.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60683.613281 Penalty: 3082.445557
	Iteration 10Q: 3 clusters Score -60683.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60689.140625 Penalty: 3082.445557
	Iteration 11Q: 3 clusters Score -60689.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60690.914062 Penalty: 3082.445557
	Iteration 12Q: 3 clusters Score -60690.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60693.933594 Penalty: 3082.445557
	Iteration 13F: 3 clusters Score -60693.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60703.710938 Penalty: 3082.445557
	Iteration 14Q: 3 clusters Score -60703.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60709.800781 Penalty: 3082.445557
	Iteration 15Q: 3 clusters Score -60709.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60714.421875 Penalty: 3082.445557
	Iteration 16Q: 3 clusters Score -60714.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60718.093750 Penalty: 3082.445557
	Iteration 17Q: 3 clusters Score -60718.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60718.093750 Penalty: 3082.445557
	Iteration 18F: 3 clusters Score -60718.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -149680.671875 Penalty: 1749.931396
	Iteration 0F: 2 clusters Score -149680.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -147639.671875 Penalty: 3499.862793
	Iteration 0F: 3 clusters Score -147639.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -148070.609375 Penalty: 3499.862793
	Iteration 1F: 3 clusters Score -148070.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -148245.578125 Penalty: 3499.862793
	Iteration 2F: 3 clusters Score -148245.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -148377.765625 Penalty: 3499.862793
	Iteration 3Q: 3 clusters Score -148377.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -148482.359375 Penalty: 3499.862793
	Iteration 4Q: 3 clusters Score -148482.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -148589.359375 Penalty: 3499.862793
	Iteration 5Q: 3 clusters Score -148589.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -148705.921875 Penalty: 3499.862793
	Iteration 6Q: 3 clusters Score -148705.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -148863.968750 Penalty: 3499.862793
	Iteration 7Q: 3 clusters Score -148864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -149109.203125 Penalty: 3499.862793
	Iteration 8Q: 3 clusters Score -149109.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -149320.734375 Penalty: 3499.862793
	Iteration 9F: 3 clusters Score -149320.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -149422.671875 Penalty: 3499.862793
	Iteration 10F: 3 clusters Score -149422.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -149497.078125 Penalty: 3499.862793
	Iteration 11Q: 3 clusters Score -149497.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -149539.937500 Penalty: 3499.862793
	Iteration 12Q: 3 clusters Score -149539.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -149580.015625 Penalty: 3499.862793
	Iteration 13Q: 3 clusters Score -149580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -149617.828125 Penalty: 3499.862793
	Iteration 14Q: 3 clusters Score -149617.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -149641.531250 Penalty: 3499.862793
	Iteration 15Q: 3 clusters Score -149641.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -149649.171875 Penalty: 3499.862793
	Iteration 16Q: 3 clusters Score -149649.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -149650.937500 Penalty: 3499.862793
	Iteration 17Q: 3 clusters Score -149650.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -149654.578125 Penalty: 3499.862793
	Iteration 18Q: 3 clusters Score -149654.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -149657.546875 Penalty: 3499.862793
	Iteration 19Q: 3 clusters Score -149657.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -149657.546875 Penalty: 3499.862793
	Iteration 20F: 3 clusters Score -149657.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20337 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27077 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294973 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165088 members 
Mstep: Class 11 contains 39430 members 
Mstep: Class 12 contains 21384 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10007 members 
Mstep: Class 15 contains 15068 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52556 members 
Mstep: Class 18 contains 124410 members 
Mstep: Class 20 contains 204516 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793200.000000 Penalty: 75362.250000
Iteration 359Q: 23 clusters Score -1.357932e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20337 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27077 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294980 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165075 members 
Mstep: Class 11 contains 39431 members 
Mstep: Class 12 contains 21383 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10007 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52556 members 
Mstep: Class 18 contains 124415 members 
Mstep: Class 20 contains 204516 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793184.000000 Penalty: 75362.250000
Iteration 360F: 23 clusters Score -1.357932e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20337 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27077 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294983 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165056 members 
Mstep: Class 11 contains 39431 members 
Mstep: Class 12 contains 21384 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10007 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52556 members 
Mstep: Class 18 contains 124432 members 
Mstep: Class 20 contains 204514 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793104.000000 Penalty: 75362.250000
Iteration 361Q: 23 clusters Score -1.357931e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20336 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27079 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294986 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165041 members 
Mstep: Class 11 contains 39431 members 
Mstep: Class 12 contains 21385 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10007 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52555 members 
Mstep: Class 18 contains 124444 members 
Mstep: Class 20 contains 204513 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793104.000000 Penalty: 75362.250000
Iteration 362Q: 23 clusters Score -1.357931e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20333 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27079 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294991 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165037 members 
Mstep: Class 11 contains 39432 members 
Mstep: Class 12 contains 21383 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10007 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52555 members 
Mstep: Class 18 contains 124448 members 
Mstep: Class 20 contains 204512 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793152.000000 Penalty: 75362.250000
Iteration 363Q: 23 clusters Score -1.357932e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20334 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27080 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294992 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165034 members 
Mstep: Class 11 contains 39433 members 
Mstep: Class 12 contains 21384 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10007 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 124448 members 
Mstep: Class 20 contains 204511 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793152.000000 Penalty: 75362.250000
Iteration 364Q: 23 clusters Score -1.357932e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20333 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27083 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294995 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165030 members 
Mstep: Class 11 contains 39433 members 
Mstep: Class 12 contains 21382 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10007 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 124448 members 
Mstep: Class 20 contains 204512 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793184.000000 Penalty: 75362.250000
Iteration 365Q: 23 clusters Score -1.357932e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20335 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27082 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 294996 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165025 members 
Mstep: Class 11 contains 39433 members 
Mstep: Class 12 contains 21384 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10007 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 124446 members 
Mstep: Class 20 contains 204515 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793200.000000 Penalty: 75362.250000
Iteration 366Q: 23 clusters Score -1.357932e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20336 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27083 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 295001 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165022 members 
Mstep: Class 11 contains 39433 members 
Mstep: Class 12 contains 21383 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10007 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 124446 members 
Mstep: Class 20 contains 204512 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793136.000000 Penalty: 75362.250000
Iteration 367Q: 23 clusters Score -1.357931e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20338 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27084 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 295004 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165020 members 
Mstep: Class 11 contains 39433 members 
Mstep: Class 12 contains 21383 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10007 members 
Mstep: Class 15 contains 15070 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 124443 members 
Mstep: Class 20 contains 204510 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793184.000000 Penalty: 75362.250000
Iteration 368Q: 23 clusters Score -1.357932e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20339 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27084 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 295005 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165017 members 
Mstep: Class 11 contains 39433 members 
Mstep: Class 12 contains 21383 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10006 members 
Mstep: Class 15 contains 15071 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 124447 members 
Mstep: Class 20 contains 204507 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793152.000000 Penalty: 75362.250000
Iteration 369Q: 23 clusters Score -1.357932e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20339 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27084 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 295006 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165017 members 
Mstep: Class 11 contains 39433 members 
Mstep: Class 12 contains 21383 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10006 members 
Mstep: Class 15 contains 15071 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 124446 members 
Mstep: Class 20 contains 204507 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793168.000000 Penalty: 75362.250000
Iteration 370Q: 23 clusters Score -1.357932e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20339 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27084 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 295014 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165013 members 
Mstep: Class 11 contains 39433 members 
Mstep: Class 12 contains 21383 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10006 members 
Mstep: Class 15 contains 15070 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 124443 members 
Mstep: Class 20 contains 204507 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793152.000000 Penalty: 75362.250000
Iteration 371Q: 23 clusters Score -1.357932e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20339 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27084 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 295015 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165012 members 
Mstep: Class 11 contains 39433 members 
Mstep: Class 12 contains 21383 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10006 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 124444 members 
Mstep: Class 20 contains 204507 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793168.000000 Penalty: 75362.250000
Iteration 372Q: 23 clusters Score -1.357932e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20340 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27084 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 295015 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165009 members 
Mstep: Class 11 contains 39433 members 
Mstep: Class 12 contains 21383 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10006 members 
Mstep: Class 15 contains 15068 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 124445 members 
Mstep: Class 20 contains 204509 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793200.000000 Penalty: 75362.250000
Iteration 373Q: 23 clusters Score -1.357932e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20340 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27084 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 295015 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165009 members 
Mstep: Class 11 contains 39433 members 
Mstep: Class 12 contains 21383 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10006 members 
Mstep: Class 15 contains 15068 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 124445 members 
Mstep: Class 20 contains 204509 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793200.000000 Penalty: 75362.250000
Iteration 374F: 23 clusters Score -1.357932e+08 nChanged 0
Entering ConstructFrom: 
Score: -135793200.000000 Penalty: 75362.250000
Entering ConstructFrom: 
Trying to split cluster 1 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -55534.109375 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -55534.11 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 249 members 
Entering Unmasked Estep 
Score: -54063.105469 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -54063.11 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54273.628906 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -54273.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54362.566406 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -54362.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54402.792969 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -54402.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54417.957031 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -54417.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54435.289062 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -54435.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54452.539062 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -54452.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54454.453125 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -54454.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54454.453125 Penalty: 3050.698975
	Iteration 8F: 3 clusters Score -54454.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Entering Unmasked Estep 
Score: -516724.375000 Penalty: 2057.976074
	Iteration 0F: 2 clusters Score -516724.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -512807.906250 Penalty: 4115.952148
	Iteration 0F: 3 clusters Score -512807.9 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -513731.250000 Penalty: 4115.952148
	Iteration 1F: 3 clusters Score -513731.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -513962.843750 Penalty: 4115.952148
	Iteration 2F: 3 clusters Score -513962.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -514143.187500 Penalty: 4115.952148
	Iteration 3F: 3 clusters Score -514143.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -514293.937500 Penalty: 4115.952148
	Iteration 4Q: 3 clusters Score -514293.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -514478.968750 Penalty: 4115.952148
	Iteration 5Q: 3 clusters Score -514479 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -514751.312500 Penalty: 4115.952148
	Iteration 6Q: 3 clusters Score -514751.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -515130.656250 Penalty: 4115.952148
	Iteration 7F: 3 clusters Score -515130.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -515617.750000 Penalty: 4115.952148
	Iteration 8F: 3 clusters Score -515617.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -516048.937500 Penalty: 4115.952148
	Iteration 9F: 3 clusters Score -516048.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -516340.281250 Penalty: 4115.952148
	Iteration 10F: 3 clusters Score -516340.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -516533.125000 Penalty: 4115.952148
	Iteration 11Q: 3 clusters Score -516533.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -516649.343750 Penalty: 4115.952148
	Iteration 12Q: 3 clusters Score -516649.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -516754.750000 Penalty: 4115.952148
	Iteration 13Q: 3 clusters Score -516754.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -516875.562500 Penalty: 4115.952148
	Iteration 14Q: 3 clusters Score -516875.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -516965.187500 Penalty: 4115.952148
	Iteration 15Q: 3 clusters Score -516965.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -517032.031250 Penalty: 4115.952148
	Iteration 16Q: 3 clusters Score -517032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -517087.906250 Penalty: 4115.952148
	Iteration 17Q: 3 clusters Score -517087.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -517118.625000 Penalty: 4115.952148
	Iteration 18Q: 3 clusters Score -517118.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -517138.375000 Penalty: 4115.952148
	Iteration 19Q: 3 clusters Score -517138.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -517161.062500 Penalty: 4115.952148
	Iteration 20F: 3 clusters Score -517161.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -517176.156250 Penalty: 4115.952148
	Iteration 21Q: 3 clusters Score -517176.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -517209.093750 Penalty: 4115.952148
	Iteration 22Q: 3 clusters Score -517209.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -517226.843750 Penalty: 4115.952148
	Iteration 23Q: 3 clusters Score -517226.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -517234.093750 Penalty: 4115.952148
	Iteration 24Q: 3 clusters Score -517234.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -517235.593750 Penalty: 4115.952148
	Iteration 25Q: 3 clusters Score -517235.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -517237.968750 Penalty: 4115.952148
	Iteration 26Q: 3 clusters Score -517238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -517237.656250 Penalty: 4115.952148
	Iteration 27Q: 3 clusters Score -517237.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -517239.375000 Penalty: 4115.952148
	Iteration 28Q: 3 clusters Score -517239.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -517240.531250 Penalty: 4115.952148
	Iteration 29Q: 3 clusters Score -517240.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -517241.343750 Penalty: 4115.952148
	Iteration 30Q: 3 clusters Score -517241.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -517241.687500 Penalty: 4115.952148
	Iteration 31Q: 3 clusters Score -517241.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -517241.687500 Penalty: 4115.952148
	Iteration 32F: 3 clusters Score -517241.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 20340 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27084 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 295015 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165009 members 
Mstep: Class 11 contains 39433 members 
Mstep: Class 12 contains 21383 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10006 members 
Mstep: Class 15 contains 15068 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 124445 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 204509 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
Score: -135792384.000000 Penalty: 78787.804688
Splitting cluster 2 changes total score from -135793200.000000 to -135792384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (20340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Entering Unmasked Estep 
Score: -2849682.000000 Penalty: 2460.245361
	Iteration 0F: 2 clusters Score -2849682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2835413.750000 Penalty: 4920.490723
	Iteration 0F: 3 clusters Score -2835414 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2840382.250000 Penalty: 4920.490723
	Iteration 1F: 3 clusters Score -2840382 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2840891.000000 Penalty: 4920.490723
	Iteration 2F: 3 clusters Score -2840891 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2841448.500000 Penalty: 4920.490723
	Iteration 3F: 3 clusters Score -2841448 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2842160.250000 Penalty: 4920.490723
	Iteration 4F: 3 clusters Score -2842160 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2843055.500000 Penalty: 4920.490723
	Iteration 5F: 3 clusters Score -2843056 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2844120.750000 Penalty: 4920.490723
	Iteration 6F: 3 clusters Score -2844121 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2845229.500000 Penalty: 4920.490723
	Iteration 7F: 3 clusters Score -2845230 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2846200.000000 Penalty: 4920.490723
	Iteration 8Q: 3 clusters Score -2846200 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2846890.750000 Penalty: 4920.490723
	Iteration 9Q: 3 clusters Score -2846891 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2847309.000000 Penalty: 4920.490723
	Iteration 10Q: 3 clusters Score -2847309 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2847553.000000 Penalty: 4920.490723
	Iteration 11Q: 3 clusters Score -2847553 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2847662.250000 Penalty: 4920.490723
	Iteration 12Q: 3 clusters Score -2847662 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2847726.750000 Penalty: 4920.490723
	Iteration 13Q: 3 clusters Score -2847727 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2847768.000000 Penalty: 4920.490723
	Iteration 14Q: 3 clusters Score -2847768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2847798.250000 Penalty: 4920.490723
	Iteration 15Q: 3 clusters Score -2847798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2847822.750000 Penalty: 4920.490723
	Iteration 16Q: 3 clusters Score -2847823 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2847831.250000 Penalty: 4920.490723
	Iteration 17Q: 3 clusters Score -2847831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2847839.000000 Penalty: 4920.490723
	Iteration 18Q: 3 clusters Score -2847839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2847842.750000 Penalty: 4920.490723
	Iteration 19Q: 3 clusters Score -2847843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2847854.500000 Penalty: 4920.490723
	Iteration 20F: 3 clusters Score -2847854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2847852.500000 Penalty: 4920.490723
	Iteration 21Q: 3 clusters Score -2847852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2847853.000000 Penalty: 4920.490723
	Iteration 22Q: 3 clusters Score -2847853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2847856.750000 Penalty: 4920.490723
	Iteration 23Q: 3 clusters Score -2847857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2847858.250000 Penalty: 4920.490723
	Iteration 24Q: 3 clusters Score -2847858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2847860.750000 Penalty: 4920.490723
	Iteration 25Q: 3 clusters Score -2847861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2847865.000000 Penalty: 4920.490723
	Iteration 26Q: 3 clusters Score -2847865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2847865.500000 Penalty: 4920.490723
	Iteration 27Q: 3 clusters Score -2847866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2847869.750000 Penalty: 4920.490723
	Iteration 28Q: 3 clusters Score -2847870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2847874.000000 Penalty: 4920.490723
	Iteration 29Q: 3 clusters Score -2847874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2847874.000000 Penalty: 4920.490723
	Iteration 30F: 3 clusters Score -2847874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Entering Unmasked Estep 
Score: -485450.656250 Penalty: 2038.058716
	Iteration 0F: 2 clusters Score -485450.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -481747.218750 Penalty: 4076.117432
	Iteration 0F: 3 clusters Score -481747.2 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -482490.468750 Penalty: 4076.117432
	Iteration 1F: 3 clusters Score -482490.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -482654.468750 Penalty: 4076.117432
	Iteration 2F: 3 clusters Score -482654.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -482744.531250 Penalty: 4076.117432
	Iteration 3Q: 3 clusters Score -482744.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -482799.281250 Penalty: 4076.117432
	Iteration 4Q: 3 clusters Score -482799.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -482838.937500 Penalty: 4076.117432
	Iteration 5Q: 3 clusters Score -482838.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -482873.312500 Penalty: 4076.117432
	Iteration 6Q: 3 clusters Score -482873.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -482908.625000 Penalty: 4076.117432
	Iteration 7Q: 3 clusters Score -482908.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -482936.937500 Penalty: 4076.117432
	Iteration 8Q: 3 clusters Score -482936.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -482963.781250 Penalty: 4076.117432
	Iteration 9Q: 3 clusters Score -482963.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -482983.750000 Penalty: 4076.117432
	Iteration 10Q: 3 clusters Score -482983.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -483002.406250 Penalty: 4076.117432
	Iteration 11Q: 3 clusters Score -483002.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -483017.343750 Penalty: 4076.117432
	Iteration 12Q: 3 clusters Score -483017.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -483028.218750 Penalty: 4076.117432
	Iteration 13Q: 3 clusters Score -483028.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -483041.625000 Penalty: 4076.117432
	Iteration 14Q: 3 clusters Score -483041.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -483051.843750 Penalty: 4076.117432
	Iteration 15Q: 3 clusters Score -483051.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -483061.875000 Penalty: 4076.117432
	Iteration 16Q: 3 clusters Score -483061.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -483071.687500 Penalty: 4076.117432
	Iteration 17Q: 3 clusters Score -483071.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -483078.250000 Penalty: 4076.117432
	Iteration 18Q: 3 clusters Score -483078.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -483086.656250 Penalty: 4076.117432
	Iteration 19Q: 3 clusters Score -483086.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -483097.437500 Penalty: 4076.117432
	Iteration 20F: 3 clusters Score -483097.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -483110.218750 Penalty: 4076.117432
	Iteration 21Q: 3 clusters Score -483110.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -483119.968750 Penalty: 4076.117432
	Iteration 22Q: 3 clusters Score -483120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -483129.843750 Penalty: 4076.117432
	Iteration 23Q: 3 clusters Score -483129.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -483140.343750 Penalty: 4076.117432
	Iteration 24Q: 3 clusters Score -483140.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -483148.031250 Penalty: 4076.117432
	Iteration 25Q: 3 clusters Score -483148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -483157.781250 Penalty: 4076.117432
	Iteration 26Q: 3 clusters Score -483157.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -483166.750000 Penalty: 4076.117432
	Iteration 27Q: 3 clusters Score -483166.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -483180.156250 Penalty: 4076.117432
	Iteration 28Q: 3 clusters Score -483180.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -483194.781250 Penalty: 4076.117432
	Iteration 29Q: 3 clusters Score -483194.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -483210.437500 Penalty: 4076.117432
	Iteration 30Q: 3 clusters Score -483210.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -483226.156250 Penalty: 4076.117432
	Iteration 31Q: 3 clusters Score -483226.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -483241.468750 Penalty: 4076.117432
	Iteration 32Q: 3 clusters Score -483241.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -483261.187500 Penalty: 4076.117432
	Iteration 33Q: 3 clusters Score -483261.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -483289.312500 Penalty: 4076.117432
	Iteration 34Q: 3 clusters Score -483289.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -483317.593750 Penalty: 4076.117432
	Iteration 35Q: 3 clusters Score -483317.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -483347.000000 Penalty: 4076.117432
	Iteration 36Q: 3 clusters Score -483347 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -483386.437500 Penalty: 4076.117432
	Iteration 37Q: 3 clusters Score -483386.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -483419.437500 Penalty: 4076.117432
	Iteration 38Q: 3 clusters Score -483419.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -483454.687500 Penalty: 4076.117432
	Iteration 39Q: 3 clusters Score -483454.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -483499.562500 Penalty: 4076.117432
	Iteration 40F: 3 clusters Score -483499.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -483554.718750 Penalty: 4076.117432
	Iteration 41Q: 3 clusters Score -483554.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -483617.406250 Penalty: 4076.117432
	Iteration 42Q: 3 clusters Score -483617.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -483673.187500 Penalty: 4076.117432
	Iteration 43Q: 3 clusters Score -483673.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -483740.468750 Penalty: 4076.117432
	Iteration 44Q: 3 clusters Score -483740.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -483803.843750 Penalty: 4076.117432
	Iteration 45Q: 3 clusters Score -483803.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -483855.875000 Penalty: 4076.117432
	Iteration 46Q: 3 clusters Score -483855.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -483899.593750 Penalty: 4076.117432
	Iteration 47Q: 3 clusters Score -483899.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -483930.968750 Penalty: 4076.117432
	Iteration 48Q: 3 clusters Score -483931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -483957.562500 Penalty: 4076.117432
	Iteration 49Q: 3 clusters Score -483957.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -483980.031250 Penalty: 4076.117432
	Iteration 50Q: 3 clusters Score -483980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -484001.375000 Penalty: 4076.117432
	Iteration 51Q: 3 clusters Score -484001.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -484016.562500 Penalty: 4076.117432
	Iteration 52Q: 3 clusters Score -484016.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -484026.562500 Penalty: 4076.117432
	Iteration 53Q: 3 clusters Score -484026.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -484037.593750 Penalty: 4076.117432
	Iteration 54Q: 3 clusters Score -484037.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -484041.375000 Penalty: 4076.117432
	Iteration 55Q: 3 clusters Score -484041.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -484044.375000 Penalty: 4076.117432
	Iteration 56Q: 3 clusters Score -484044.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -484045.812500 Penalty: 4076.117432
	Iteration 57Q: 3 clusters Score -484045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -484046.031250 Penalty: 4076.117432
	Iteration 58Q: 3 clusters Score -484046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -484046.031250 Penalty: 4076.117432
	Iteration 59F: 3 clusters Score -484046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Entering Unmasked Estep 
Score: -3789791.250000 Penalty: 2531.261230
	Iteration 0F: 2 clusters Score -3789791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3771193.000000 Penalty: 5062.522461
	Iteration 0F: 3 clusters Score -3771193 nChanged 12154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -3777758.750000 Penalty: 5062.522461
	Iteration 1F: 3 clusters Score -3777759 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -3778317.750000 Penalty: 5062.522461
	Iteration 2F: 3 clusters Score -3778318 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -3778898.750000 Penalty: 5062.522461
	Iteration 3Q: 3 clusters Score -3778899 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -3779484.750000 Penalty: 5062.522461
	Iteration 4Q: 3 clusters Score -3779485 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -3780050.750000 Penalty: 5062.522461
	Iteration 5Q: 3 clusters Score -3780051 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3780683.500000 Penalty: 5062.522461
	Iteration 6Q: 3 clusters Score -3780684 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -3781424.500000 Penalty: 5062.522461
	Iteration 7Q: 3 clusters Score -3781424 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -3782207.500000 Penalty: 5062.522461
	Iteration 8Q: 3 clusters Score -3782208 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -3783073.000000 Penalty: 5062.522461
	Iteration 9Q: 3 clusters Score -3783073 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -3783988.250000 Penalty: 5062.522461
	Iteration 10Q: 3 clusters Score -3783988 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -3784922.500000 Penalty: 5062.522461
	Iteration 11Q: 3 clusters Score -3784922 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3785727.000000 Penalty: 5062.522461
	Iteration 12Q: 3 clusters Score -3785727 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3786343.750000 Penalty: 5062.522461
	Iteration 13Q: 3 clusters Score -3786344 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3786771.000000 Penalty: 5062.522461
	Iteration 14Q: 3 clusters Score -3786771 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3787075.750000 Penalty: 5062.522461
	Iteration 15Q: 3 clusters Score -3787076 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3787290.500000 Penalty: 5062.522461
	Iteration 16Q: 3 clusters Score -3787290 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3787408.750000 Penalty: 5062.522461
	Iteration 17Q: 3 clusters Score -3787409 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3787481.000000 Penalty: 5062.522461
	Iteration 18Q: 3 clusters Score -3787481 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3787519.000000 Penalty: 5062.522461
	Iteration 19Q: 3 clusters Score -3787519 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3787549.750000 Penalty: 5062.522461
	Iteration 20F: 3 clusters Score -3787550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3787565.000000 Penalty: 5062.522461
	Iteration 21Q: 3 clusters Score -3787565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3787584.250000 Penalty: 5062.522461
	Iteration 22Q: 3 clusters Score -3787584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3787585.750000 Penalty: 5062.522461
	Iteration 23Q: 3 clusters Score -3787586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3787595.500000 Penalty: 5062.522461
	Iteration 24Q: 3 clusters Score -3787596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3787601.750000 Penalty: 5062.522461
	Iteration 25Q: 3 clusters Score -3787602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3787605.250000 Penalty: 5062.522461
	Iteration 26Q: 3 clusters Score -3787605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3787612.000000 Penalty: 5062.522461
	Iteration 27Q: 3 clusters Score -3787612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3787616.000000 Penalty: 5062.522461
	Iteration 28Q: 3 clusters Score -3787616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3787617.000000 Penalty: 5062.522461
	Iteration 29Q: 3 clusters Score -3787617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3787620.750000 Penalty: 5062.522461
	Iteration 30Q: 3 clusters Score -3787621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3787622.250000 Penalty: 5062.522461
	Iteration 31Q: 3 clusters Score -3787622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3787620.500000 Penalty: 5062.522461
	Iteration 32Q: 3 clusters Score -3787620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3787622.500000 Penalty: 5062.522461
	Iteration 33Q: 3 clusters Score -3787622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3787622.500000 Penalty: 5062.522461
	Iteration 34F: 3 clusters Score -3787622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Entering Unmasked Estep 
Score: -363935.125000 Penalty: 1949.994751
	Iteration 0F: 2 clusters Score -363935.1 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 1327 members 
Entering Unmasked Estep 
Score: -360884.312500 Penalty: 3899.989502
	Iteration 0F: 3 clusters Score -360884.3 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -361466.843750 Penalty: 3899.989502
	Iteration 1F: 3 clusters Score -361466.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -361596.843750 Penalty: 3899.989502
	Iteration 2F: 3 clusters Score -361596.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -361681.781250 Penalty: 3899.989502
	Iteration 3Q: 3 clusters Score -361681.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -361733.062500 Penalty: 3899.989502
	Iteration 4Q: 3 clusters Score -361733.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -361766.718750 Penalty: 3899.989502
	Iteration 5Q: 3 clusters Score -361766.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -361790.625000 Penalty: 3899.989502
	Iteration 6Q: 3 clusters Score -361790.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -361812.968750 Penalty: 3899.989502
	Iteration 7Q: 3 clusters Score -361813 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -361838.937500 Penalty: 3899.989502
	Iteration 8Q: 3 clusters Score -361838.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -361854.312500 Penalty: 3899.989502
	Iteration 9Q: 3 clusters Score -361854.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -361863.875000 Penalty: 3899.989502
	Iteration 10Q: 3 clusters Score -361863.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -361870.500000 Penalty: 3899.989502
	Iteration 11Q: 3 clusters Score -361870.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -361874.812500 Penalty: 3899.989502
	Iteration 12Q: 3 clusters Score -361874.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -361877.437500 Penalty: 3899.989502
	Iteration 13Q: 3 clusters Score -361877.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -361877.593750 Penalty: 3899.989502
	Iteration 14Q: 3 clusters Score -361877.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -361878.687500 Penalty: 3899.989502
	Iteration 15Q: 3 clusters Score -361878.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -361879.812500 Penalty: 3899.989502
	Iteration 16Q: 3 clusters Score -361879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -361880.750000 Penalty: 3899.989502
	Iteration 17Q: 3 clusters Score -361880.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -361882.875000 Penalty: 3899.989502
	Iteration 18Q: 3 clusters Score -361882.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -361884.718750 Penalty: 3899.989502
	Iteration 19Q: 3 clusters Score -361884.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -361888.218750 Penalty: 3899.989502
	Iteration 20F: 3 clusters Score -361888.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -361890.843750 Penalty: 3899.989502
	Iteration 21Q: 3 clusters Score -361890.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -361892.625000 Penalty: 3899.989502
	Iteration 22Q: 3 clusters Score -361892.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -361896.343750 Penalty: 3899.989502
	Iteration 23Q: 3 clusters Score -361896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -361899.312500 Penalty: 3899.989502
	Iteration 24Q: 3 clusters Score -361899.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -361899.750000 Penalty: 3899.989502
	Iteration 25Q: 3 clusters Score -361899.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -361901.812500 Penalty: 3899.989502
	Iteration 26Q: 3 clusters Score -361901.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -361902.125000 Penalty: 3899.989502
	Iteration 27Q: 3 clusters Score -361902.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -361902.687500 Penalty: 3899.989502
	Iteration 28Q: 3 clusters Score -361902.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -361902.781250 Penalty: 3899.989502
	Iteration 29Q: 3 clusters Score -361902.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -361902.937500 Penalty: 3899.989502
	Iteration 30Q: 3 clusters Score -361902.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -361904.062500 Penalty: 3899.989502
	Iteration 31Q: 3 clusters Score -361904.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -361906.031250 Penalty: 3899.989502
	Iteration 32Q: 3 clusters Score -361906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -361908.625000 Penalty: 3899.989502
	Iteration 33Q: 3 clusters Score -361908.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -361909.656250 Penalty: 3899.989502
	Iteration 34Q: 3 clusters Score -361909.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -361909.687500 Penalty: 3899.989502
	Iteration 35Q: 3 clusters Score -361909.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -361909.687500 Penalty: 3899.989502
	Iteration 36F: 3 clusters Score -361909.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (295015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295015 members 
Entering Unmasked Estep 
Score: -40419360.000000 Penalty: 3123.505859
	Iteration 0F: 2 clusters Score -4.041936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147438 members 
Mstep: Class 2 contains 147577 members 
Entering Unmasked Estep 
Score: -40244428.000000 Penalty: 6247.011719
	Iteration 0F: 3 clusters Score -4.024443e+07 nChanged 143002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147928 members 
Mstep: Class 2 contains 147087 members 
Entering Unmasked Estep 
Score: -40328332.000000 Penalty: 6247.011719
	Iteration 1F: 3 clusters Score -4.032833e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147802 members 
Mstep: Class 2 contains 147213 members 
Entering Unmasked Estep 
Score: -40329340.000000 Penalty: 6247.011719
	Iteration 2Q: 3 clusters Score -4.032934e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147717 members 
Mstep: Class 2 contains 147298 members 
Entering Unmasked Estep 
Score: -40330252.000000 Penalty: 6247.011719
	Iteration 3Q: 3 clusters Score -4.033025e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147580 members 
Mstep: Class 2 contains 147435 members 
Entering Unmasked Estep 
Score: -40331440.000000 Penalty: 6247.011719
	Iteration 4Q: 3 clusters Score -4.033144e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147342 members 
Mstep: Class 2 contains 147673 members 
Entering Unmasked Estep 
Score: -40333040.000000 Penalty: 6247.011719
	Iteration 5Q: 3 clusters Score -4.033304e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146931 members 
Mstep: Class 2 contains 148084 members 
Entering Unmasked Estep 
Score: -40334512.000000 Penalty: 6247.011719
	Iteration 6Q: 3 clusters Score -4.033451e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146463 members 
Mstep: Class 2 contains 148552 members 
Entering Unmasked Estep 
Score: -40336520.000000 Penalty: 6247.011719
	Iteration 7Q: 3 clusters Score -4.033652e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145703 members 
Mstep: Class 2 contains 149312 members 
Entering Unmasked Estep 
Score: -40339076.000000 Penalty: 6247.011719
	Iteration 8Q: 3 clusters Score -4.033908e+07 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144390 members 
Mstep: Class 2 contains 150625 members 
Entering Unmasked Estep 
Score: -40341700.000000 Penalty: 6247.011719
	Iteration 9Q: 3 clusters Score -4.03417e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142300 members 
Mstep: Class 2 contains 152715 members 
Entering Unmasked Estep 
Score: -40345744.000000 Penalty: 6247.011719
	Iteration 10Q: 3 clusters Score -4.034574e+07 nChanged 12481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139225 members 
Mstep: Class 2 contains 155790 members 
Entering Unmasked Estep 
Score: -40350964.000000 Penalty: 6247.011719
	Iteration 11Q: 3 clusters Score -4.035096e+07 nChanged 13868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135081 members 
Mstep: Class 2 contains 159934 members 
Entering Unmasked Estep 
Score: -40358028.000000 Penalty: 6247.011719
	Iteration 12Q: 3 clusters Score -4.035803e+07 nChanged 15389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130292 members 
Mstep: Class 2 contains 164723 members 
Entering Unmasked Estep 
Score: -40367200.000000 Penalty: 6247.011719
	Iteration 13F: 3 clusters Score -4.03672e+07 nChanged 15899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125683 members 
Mstep: Class 2 contains 169332 members 
Entering Unmasked Estep 
Score: -40376644.000000 Penalty: 6247.011719
	Iteration 14F: 3 clusters Score -4.037664e+07 nChanged 14595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121892 members 
Mstep: Class 2 contains 173123 members 
Entering Unmasked Estep 
Score: -40383588.000000 Penalty: 6247.011719
	Iteration 15Q: 3 clusters Score -4.038359e+07 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118911 members 
Mstep: Class 2 contains 176104 members 
Entering Unmasked Estep 
Score: -40387444.000000 Penalty: 6247.011719
	Iteration 16Q: 3 clusters Score -4.038744e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116000 members 
Mstep: Class 2 contains 179015 members 
Entering Unmasked Estep 
Score: -40388728.000000 Penalty: 6247.011719
	Iteration 17Q: 3 clusters Score -4.038873e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112832 members 
Mstep: Class 2 contains 182183 members 
Entering Unmasked Estep 
Score: -40389444.000000 Penalty: 6247.011719
	Iteration 18Q: 3 clusters Score -4.038944e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109587 members 
Mstep: Class 2 contains 185428 members 
Entering Unmasked Estep 
Score: -40390100.000000 Penalty: 6247.011719
	Iteration 19Q: 3 clusters Score -4.03901e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106085 members 
Mstep: Class 2 contains 188930 members 
Entering Unmasked Estep 
Score: -40390884.000000 Penalty: 6247.011719
	Iteration 20F: 3 clusters Score -4.039088e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102454 members 
Mstep: Class 2 contains 192561 members 
Entering Unmasked Estep 
Score: -40391716.000000 Penalty: 6247.011719
	Iteration 21Q: 3 clusters Score -4.039172e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98648 members 
Mstep: Class 2 contains 196367 members 
Entering Unmasked Estep 
Score: -40392288.000000 Penalty: 6247.011719
	Iteration 22Q: 3 clusters Score -4.039229e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94618 members 
Mstep: Class 2 contains 200397 members 
Entering Unmasked Estep 
Score: -40393228.000000 Penalty: 6247.011719
	Iteration 23Q: 3 clusters Score -4.039323e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90355 members 
Mstep: Class 2 contains 204660 members 
Entering Unmasked Estep 
Score: -40394484.000000 Penalty: 6247.011719
	Iteration 24Q: 3 clusters Score -4.039448e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85854 members 
Mstep: Class 2 contains 209161 members 
Entering Unmasked Estep 
Score: -40396100.000000 Penalty: 6247.011719
	Iteration 25Q: 3 clusters Score -4.03961e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81084 members 
Mstep: Class 2 contains 213931 members 
Entering Unmasked Estep 
Score: -40397164.000000 Penalty: 6247.011719
	Iteration 26Q: 3 clusters Score -4.039716e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75904 members 
Mstep: Class 2 contains 219111 members 
Entering Unmasked Estep 
Score: -40398700.000000 Penalty: 6247.011719
	Iteration 27Q: 3 clusters Score -4.03987e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70387 members 
Mstep: Class 2 contains 224628 members 
Entering Unmasked Estep 
Score: -40400472.000000 Penalty: 6247.011719
	Iteration 28Q: 3 clusters Score -4.040047e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64778 members 
Mstep: Class 2 contains 230237 members 
Entering Unmasked Estep 
Score: -40401828.000000 Penalty: 6247.011719
	Iteration 29Q: 3 clusters Score -4.040183e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Mstep: Class 2 contains 236202 members 
Entering Unmasked Estep 
Score: -40403132.000000 Penalty: 6247.011719
	Iteration 30Q: 3 clusters Score -4.040313e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 242279 members 
Entering Unmasked Estep 
Score: -40403872.000000 Penalty: 6247.011719
	Iteration 31Q: 3 clusters Score -4.040387e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 248473 members 
Entering Unmasked Estep 
Score: -40404660.000000 Penalty: 6247.011719
	Iteration 32Q: 3 clusters Score -4.040466e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 254541 members 
Entering Unmasked Estep 
Score: -40405536.000000 Penalty: 6247.011719
	Iteration 33Q: 3 clusters Score -4.040554e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 260344 members 
Entering Unmasked Estep 
Score: -40406492.000000 Penalty: 6247.011719
	Iteration 34Q: 3 clusters Score -4.040649e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 265710 members 
Entering Unmasked Estep 
Score: -40407300.000000 Penalty: 6247.011719
	Iteration 35Q: 3 clusters Score -4.04073e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 270489 members 
Entering Unmasked Estep 
Score: -40408092.000000 Penalty: 6247.011719
	Iteration 36Q: 3 clusters Score -4.040809e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 274622 members 
Entering Unmasked Estep 
Score: -40408828.000000 Penalty: 6247.011719
	Iteration 37Q: 3 clusters Score -4.040883e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 278223 members 
Entering Unmasked Estep 
Score: -40409648.000000 Penalty: 6247.011719
	Iteration 38Q: 3 clusters Score -4.040965e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 281278 members 
Entering Unmasked Estep 
Score: -40410704.000000 Penalty: 6247.011719
	Iteration 39Q: 3 clusters Score -4.04107e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 283774 members 
Entering Unmasked Estep 
Score: -40411720.000000 Penalty: 6247.011719
	Iteration 40F: 3 clusters Score -4.041172e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 285881 members 
Entering Unmasked Estep 
Score: -40412400.000000 Penalty: 6247.011719
	Iteration 41Q: 3 clusters Score -4.04124e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 287603 members 
Entering Unmasked Estep 
Score: -40412708.000000 Penalty: 6247.011719
	Iteration 42Q: 3 clusters Score -4.041271e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 288998 members 
Entering Unmasked Estep 
Score: -40413200.000000 Penalty: 6247.011719
	Iteration 43Q: 3 clusters Score -4.04132e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 290036 members 
Entering Unmasked Estep 
Score: -40413696.000000 Penalty: 6247.011719
	Iteration 44Q: 3 clusters Score -4.04137e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 290826 members 
Entering Unmasked Estep 
Score: -40414112.000000 Penalty: 6247.011719
	Iteration 45Q: 3 clusters Score -4.041411e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 291451 members 
Entering Unmasked Estep 
Score: -40414516.000000 Penalty: 6247.011719
	Iteration 46Q: 3 clusters Score -4.041452e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 291933 members 
Entering Unmasked Estep 
Score: -40414972.000000 Penalty: 6247.011719
	Iteration 47Q: 3 clusters Score -4.041497e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 292300 members 
Entering Unmasked Estep 
Score: -40415204.000000 Penalty: 6247.011719
	Iteration 48Q: 3 clusters Score -4.04152e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 292580 members 
Entering Unmasked Estep 
Score: -40415368.000000 Penalty: 6247.011719
	Iteration 49Q: 3 clusters Score -4.041537e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 292793 members 
Entering Unmasked Estep 
Score: -40415480.000000 Penalty: 6247.011719
	Iteration 50Q: 3 clusters Score -4.041548e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 292958 members 
Entering Unmasked Estep 
Score: -40415564.000000 Penalty: 6247.011719
	Iteration 51Q: 3 clusters Score -4.041556e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 293076 members 
Entering Unmasked Estep 
Score: -40415660.000000 Penalty: 6247.011719
	Iteration 52Q: 3 clusters Score -4.041566e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 293168 members 
Entering Unmasked Estep 
Score: -40415708.000000 Penalty: 6247.011719
	Iteration 53Q: 3 clusters Score -4.041571e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 293235 members 
Entering Unmasked Estep 
Score: -40415792.000000 Penalty: 6247.011719
	Iteration 54Q: 3 clusters Score -4.041579e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 293301 members 
Entering Unmasked Estep 
Score: -40415856.000000 Penalty: 6247.011719
	Iteration 55Q: 3 clusters Score -4.041586e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 293363 members 
Entering Unmasked Estep 
Score: -40415824.000000 Penalty: 6247.011719
	Iteration 56Q: 3 clusters Score -4.041582e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 293413 members 
Entering Unmasked Estep 
Score: -40415952.000000 Penalty: 6247.011719
	Iteration 57Q: 3 clusters Score -4.041595e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 293446 members 
Entering Unmasked Estep 
Score: -40416020.000000 Penalty: 6247.011719
	Iteration 58Q: 3 clusters Score -4.041602e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 293470 members 
Entering Unmasked Estep 
Score: -40416028.000000 Penalty: 6247.011719
	Iteration 59Q: 3 clusters Score -4.041603e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 293498 members 
Entering Unmasked Estep 
Score: -40416032.000000 Penalty: 6247.011719
	Iteration 60F: 3 clusters Score -4.041603e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 293525 members 
Entering Unmasked Estep 
Score: -40416076.000000 Penalty: 6247.011719
	Iteration 61Q: 3 clusters Score -4.041608e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 293550 members 
Entering Unmasked Estep 
Score: -40416104.000000 Penalty: 6247.011719
	Iteration 62Q: 3 clusters Score -4.04161e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 293580 members 
Entering Unmasked Estep 
Score: -40416136.000000 Penalty: 6247.011719
	Iteration 63Q: 3 clusters Score -4.041614e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 293605 members 
Entering Unmasked Estep 
Score: -40416108.000000 Penalty: 6247.011719
	Iteration 64Q: 3 clusters Score -4.041611e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 293620 members 
Entering Unmasked Estep 
Score: -40416104.000000 Penalty: 6247.011719
	Iteration 65Q: 3 clusters Score -4.04161e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 293631 members 
Entering Unmasked Estep 
Score: -40416132.000000 Penalty: 6247.011719
	Iteration 66Q: 3 clusters Score -4.041613e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 293640 members 
Entering Unmasked Estep 
Score: -40416152.000000 Penalty: 6247.011719
	Iteration 67Q: 3 clusters Score -4.041615e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 293646 members 
Entering Unmasked Estep 
Score: -40416128.000000 Penalty: 6247.011719
	Iteration 68Q: 3 clusters Score -4.041613e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 293658 members 
Entering Unmasked Estep 
Score: -40416156.000000 Penalty: 6247.011719
	Iteration 69Q: 3 clusters Score -4.041616e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 293674 members 
Entering Unmasked Estep 
Score: -40416136.000000 Penalty: 6247.011719
	Iteration 70Q: 3 clusters Score -4.041614e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 293688 members 
Entering Unmasked Estep 
Score: -40416196.000000 Penalty: 6247.011719
	Iteration 71Q: 3 clusters Score -4.04162e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 293702 members 
Entering Unmasked Estep 
Score: -40416256.000000 Penalty: 6247.011719
	Iteration 72Q: 3 clusters Score -4.041626e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 293714 members 
Entering Unmasked Estep 
Score: -40416256.000000 Penalty: 6247.011719
	Iteration 73Q: 3 clusters Score -4.041626e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 293728 members 
Entering Unmasked Estep 
Score: -40416264.000000 Penalty: 6247.011719
	Iteration 74Q: 3 clusters Score -4.041626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 293739 members 
Entering Unmasked Estep 
Score: -40416244.000000 Penalty: 6247.011719
	Iteration 75Q: 3 clusters Score -4.041624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 293754 members 
Entering Unmasked Estep 
Score: -40416280.000000 Penalty: 6247.011719
	Iteration 76Q: 3 clusters Score -4.041628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 293761 members 
Entering Unmasked Estep 
Score: -40416332.000000 Penalty: 6247.011719
	Iteration 77Q: 3 clusters Score -4.041633e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 293775 members 
Entering Unmasked Estep 
Score: -40416344.000000 Penalty: 6247.011719
	Iteration 78Q: 3 clusters Score -4.041634e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 293788 members 
Entering Unmasked Estep 
Score: -40416308.000000 Penalty: 6247.011719
	Iteration 79Q: 3 clusters Score -4.041631e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 293798 members 
Entering Unmasked Estep 
Score: -40416336.000000 Penalty: 6247.011719
	Iteration 80F: 3 clusters Score -4.041634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 293810 members 
Entering Unmasked Estep 
Score: -40416344.000000 Penalty: 6247.011719
	Iteration 81Q: 3 clusters Score -4.041634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 293820 members 
Entering Unmasked Estep 
Score: -40416300.000000 Penalty: 6247.011719
	Iteration 82Q: 3 clusters Score -4.04163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 293827 members 
Entering Unmasked Estep 
Score: -40416300.000000 Penalty: 6247.011719
	Iteration 83Q: 3 clusters Score -4.04163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 293833 members 
Entering Unmasked Estep 
Score: -40416304.000000 Penalty: 6247.011719
	Iteration 84Q: 3 clusters Score -4.04163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 293838 members 
Entering Unmasked Estep 
Score: -40416320.000000 Penalty: 6247.011719
	Iteration 85Q: 3 clusters Score -4.041632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 293842 members 
Entering Unmasked Estep 
Score: -40416328.000000 Penalty: 6247.011719
	Iteration 86Q: 3 clusters Score -4.041633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 293848 members 
Entering Unmasked Estep 
Score: -40416344.000000 Penalty: 6247.011719
	Iteration 87Q: 3 clusters Score -4.041634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 293854 members 
Entering Unmasked Estep 
Score: -40416332.000000 Penalty: 6247.011719
	Iteration 88Q: 3 clusters Score -4.041633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 293855 members 
Entering Unmasked Estep 
Score: -40416344.000000 Penalty: 6247.011719
	Iteration 89Q: 3 clusters Score -4.041634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 293861 members 
Entering Unmasked Estep 
Score: -40416324.000000 Penalty: 6247.011719
	Iteration 90Q: 3 clusters Score -4.041632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 293868 members 
Entering Unmasked Estep 
Score: -40416348.000000 Penalty: 6247.011719
	Iteration 91Q: 3 clusters Score -4.041635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 293870 members 
Entering Unmasked Estep 
Score: -40416356.000000 Penalty: 6247.011719
	Iteration 92Q: 3 clusters Score -4.041636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 293872 members 
Entering Unmasked Estep 
Score: -40416372.000000 Penalty: 6247.011719
	Iteration 93Q: 3 clusters Score -4.041637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 293873 members 
Entering Unmasked Estep 
Score: -40416380.000000 Penalty: 6247.011719
	Iteration 94Q: 3 clusters Score -4.041638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 293875 members 
Entering Unmasked Estep 
Score: -40416392.000000 Penalty: 6247.011719
	Iteration 95Q: 3 clusters Score -4.041639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 293878 members 
Entering Unmasked Estep 
Score: -40416392.000000 Penalty: 6247.011719
	Iteration 96Q: 3 clusters Score -4.041639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 293881 members 
Entering Unmasked Estep 
Score: -40416380.000000 Penalty: 6247.011719
	Iteration 97Q: 3 clusters Score -4.041638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 293883 members 
Entering Unmasked Estep 
Score: -40416376.000000 Penalty: 6247.011719
	Iteration 98Q: 3 clusters Score -4.041638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 293886 members 
Entering Unmasked Estep 
Score: -40416372.000000 Penalty: 6247.011719
	Iteration 99Q: 3 clusters Score -4.041637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 293891 members 
Entering Unmasked Estep 
Score: -40416348.000000 Penalty: 6247.011719
	Iteration 100F: 3 clusters Score -4.041635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 293892 members 
Entering Unmasked Estep 
Score: -40416344.000000 Penalty: 6247.011719
	Iteration 101Q: 3 clusters Score -4.041634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 293892 members 
Entering Unmasked Estep 
Score: -40416344.000000 Penalty: 6247.011719
	Iteration 102F: 3 clusters Score -4.041634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Entering Unmasked Estep 
Score: -1111795.500000 Penalty: 2221.175049
	Iteration 0F: 2 clusters Score -1111796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1105470.375000 Penalty: 4442.350098
	Iteration 0F: 3 clusters Score -1105470 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1107177.125000 Penalty: 4442.350098
	Iteration 1F: 3 clusters Score -1107177 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1107450.500000 Penalty: 4442.350098
	Iteration 2F: 3 clusters Score -1107450 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1107655.000000 Penalty: 4442.350098
	Iteration 3F: 3 clusters Score -1107655 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1107809.500000 Penalty: 4442.350098
	Iteration 4Q: 3 clusters Score -1107810 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1107933.000000 Penalty: 4442.350098
	Iteration 5Q: 3 clusters Score -1107933 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1108044.375000 Penalty: 4442.350098
	Iteration 6Q: 3 clusters Score -1108044 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1108152.375000 Penalty: 4442.350098
	Iteration 7Q: 3 clusters Score -1108152 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1108263.750000 Penalty: 4442.350098
	Iteration 8Q: 3 clusters Score -1108264 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1108382.500000 Penalty: 4442.350098
	Iteration 9Q: 3 clusters Score -1108382 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1108506.625000 Penalty: 4442.350098
	Iteration 10Q: 3 clusters Score -1108507 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1108661.125000 Penalty: 4442.350098
	Iteration 11Q: 3 clusters Score -1108661 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1108850.500000 Penalty: 4442.350098
	Iteration 12Q: 3 clusters Score -1108850 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1109056.500000 Penalty: 4442.350098
	Iteration 13Q: 3 clusters Score -1109056 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1109258.875000 Penalty: 4442.350098
	Iteration 14Q: 3 clusters Score -1109259 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1109422.500000 Penalty: 4442.350098
	Iteration 15Q: 3 clusters Score -1109422 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1109517.375000 Penalty: 4442.350098
	Iteration 16Q: 3 clusters Score -1109517 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1109571.250000 Penalty: 4442.350098
	Iteration 17Q: 3 clusters Score -1109571 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1109603.500000 Penalty: 4442.350098
	Iteration 18Q: 3 clusters Score -1109604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1109634.000000 Penalty: 4442.350098
	Iteration 19Q: 3 clusters Score -1109634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1109647.500000 Penalty: 4442.350098
	Iteration 20F: 3 clusters Score -1109648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1109665.875000 Penalty: 4442.350098
	Iteration 21Q: 3 clusters Score -1109666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1109679.875000 Penalty: 4442.350098
	Iteration 22Q: 3 clusters Score -1109680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1109692.750000 Penalty: 4442.350098
	Iteration 23Q: 3 clusters Score -1109693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1109700.250000 Penalty: 4442.350098
	Iteration 24Q: 3 clusters Score -1109700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1109710.625000 Penalty: 4442.350098
	Iteration 25Q: 3 clusters Score -1109711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1109718.375000 Penalty: 4442.350098
	Iteration 26Q: 3 clusters Score -1109718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1109724.375000 Penalty: 4442.350098
	Iteration 27Q: 3 clusters Score -1109724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1109726.125000 Penalty: 4442.350098
	Iteration 28Q: 3 clusters Score -1109726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1109730.125000 Penalty: 4442.350098
	Iteration 29Q: 3 clusters Score -1109730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1109734.000000 Penalty: 4442.350098
	Iteration 30Q: 3 clusters Score -1109734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1109735.750000 Penalty: 4442.350098
	Iteration 31Q: 3 clusters Score -1109736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1109743.625000 Penalty: 4442.350098
	Iteration 32Q: 3 clusters Score -1109744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1109747.375000 Penalty: 4442.350098
	Iteration 33Q: 3 clusters Score -1109747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1109753.250000 Penalty: 4442.350098
	Iteration 34Q: 3 clusters Score -1109753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1109761.125000 Penalty: 4442.350098
	Iteration 35Q: 3 clusters Score -1109761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1109770.000000 Penalty: 4442.350098
	Iteration 36Q: 3 clusters Score -1109770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1109782.375000 Penalty: 4442.350098
	Iteration 37Q: 3 clusters Score -1109782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1109784.125000 Penalty: 4442.350098
	Iteration 38Q: 3 clusters Score -1109784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1109789.625000 Penalty: 4442.350098
	Iteration 39Q: 3 clusters Score -1109790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1109789.875000 Penalty: 4442.350098
	Iteration 40F: 3 clusters Score -1109790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1109790.375000 Penalty: 4442.350098
	Iteration 41Q: 3 clusters Score -1109790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1109791.875000 Penalty: 4442.350098
	Iteration 42Q: 3 clusters Score -1109792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1109791.750000 Penalty: 4442.350098
	Iteration 43Q: 3 clusters Score -1109792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1109792.375000 Penalty: 4442.350098
	Iteration 44Q: 3 clusters Score -1109792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1109792.750000 Penalty: 4442.350098
	Iteration 45Q: 3 clusters Score -1109793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1109792.750000 Penalty: 4442.350098
	Iteration 46F: 3 clusters Score -1109793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -29341.017578 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -29341.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28212.025391 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -28212.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28294.310547 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -28294.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28297.615234 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -28297.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28297.615234 Penalty: 2712.157715
	Iteration 3F: 3 clusters Score -28297.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (165009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165009 members 
Entering Unmasked Estep 
Score: -23027882.000000 Penalty: 2979.411133
	Iteration 0F: 2 clusters Score -2.302788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82762 members 
Mstep: Class 2 contains 82247 members 
Entering Unmasked Estep 
Score: -22922590.000000 Penalty: 5958.822266
	Iteration 0F: 3 clusters Score -2.292259e+07 nChanged 79000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86362 members 
Mstep: Class 2 contains 78647 members 
Entering Unmasked Estep 
Score: -22968032.000000 Penalty: 5958.822266
	Iteration 1F: 3 clusters Score -2.296803e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88503 members 
Mstep: Class 2 contains 76506 members 
Entering Unmasked Estep 
Score: -22969090.000000 Penalty: 5958.822266
	Iteration 2Q: 3 clusters Score -2.296909e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92034 members 
Mstep: Class 2 contains 72975 members 
Entering Unmasked Estep 
Score: -22970716.000000 Penalty: 5958.822266
	Iteration 3Q: 3 clusters Score -2.297072e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97371 members 
Mstep: Class 2 contains 67638 members 
Entering Unmasked Estep 
Score: -22973194.000000 Penalty: 5958.822266
	Iteration 4Q: 3 clusters Score -2.297319e+07 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105353 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -22977596.000000 Penalty: 5958.822266
	Iteration 5F: 3 clusters Score -2.29776e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116614 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -22985100.000000 Penalty: 5958.822266
	Iteration 6F: 3 clusters Score -2.29851e+07 nChanged 14022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130616 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -22996096.000000 Penalty: 5958.822266
	Iteration 7F: 3 clusters Score -2.29961e+07 nChanged 14388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145002 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -23008310.000000 Penalty: 5958.822266
	Iteration 8F: 3 clusters Score -2.300831e+07 nChanged 10918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155920 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -23017578.000000 Penalty: 5958.822266
	Iteration 9F: 3 clusters Score -2.301758e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161674 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -23022400.000000 Penalty: 5958.822266
	Iteration 10Q: 3 clusters Score -2.30224e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163817 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -23024198.000000 Penalty: 5958.822266
	Iteration 11Q: 3 clusters Score -2.30242e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164466 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -23024730.000000 Penalty: 5958.822266
	Iteration 12Q: 3 clusters Score -2.302473e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164675 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -23024952.000000 Penalty: 5958.822266
	Iteration 13Q: 3 clusters Score -2.302495e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164734 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23025060.000000 Penalty: 5958.822266
	Iteration 14Q: 3 clusters Score -2.302506e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164765 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23025140.000000 Penalty: 5958.822266
	Iteration 15Q: 3 clusters Score -2.302514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164778 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23025152.000000 Penalty: 5958.822266
	Iteration 16Q: 3 clusters Score -2.302515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164791 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23025186.000000 Penalty: 5958.822266
	Iteration 17Q: 3 clusters Score -2.302519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164798 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23025204.000000 Penalty: 5958.822266
	Iteration 18Q: 3 clusters Score -2.30252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164800 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23025214.000000 Penalty: 5958.822266
	Iteration 19Q: 3 clusters Score -2.302521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164798 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23025230.000000 Penalty: 5958.822266
	Iteration 20F: 3 clusters Score -2.302523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164802 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23025232.000000 Penalty: 5958.822266
	Iteration 21Q: 3 clusters Score -2.302523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164804 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23025244.000000 Penalty: 5958.822266
	Iteration 22Q: 3 clusters Score -2.302524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164805 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23025240.000000 Penalty: 5958.822266
	Iteration 23Q: 3 clusters Score -2.302524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164806 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23025228.000000 Penalty: 5958.822266
	Iteration 24Q: 3 clusters Score -2.302523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164806 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23025228.000000 Penalty: 5958.822266
	Iteration 25F: 3 clusters Score -2.302523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Entering Unmasked Estep 
Score: -5295635.500000 Penalty: 2624.424805
	Iteration 0F: 2 clusters Score -5295636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -5268991.000000 Penalty: 5248.849609
	Iteration 0F: 3 clusters Score -5268991 nChanged 18045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -5278992.500000 Penalty: 5248.849609
	Iteration 1F: 3 clusters Score -5278992 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -5279549.500000 Penalty: 5248.849609
	Iteration 2Q: 3 clusters Score -5279550 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -5280122.000000 Penalty: 5248.849609
	Iteration 3Q: 3 clusters Score -5280122 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -5280873.500000 Penalty: 5248.849609
	Iteration 4Q: 3 clusters Score -5280874 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -5281901.000000 Penalty: 5248.849609
	Iteration 5Q: 3 clusters Score -5281901 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -5283175.000000 Penalty: 5248.849609
	Iteration 6F: 3 clusters Score -5283175 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -5284629.500000 Penalty: 5248.849609
	Iteration 7F: 3 clusters Score -5284630 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -5286141.000000 Penalty: 5248.849609
	Iteration 8F: 3 clusters Score -5286141 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -5287463.500000 Penalty: 5248.849609
	Iteration 9F: 3 clusters Score -5287464 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -5288491.000000 Penalty: 5248.849609
	Iteration 10Q: 3 clusters Score -5288491 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -5289181.500000 Penalty: 5248.849609
	Iteration 11Q: 3 clusters Score -5289182 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -5289726.000000 Penalty: 5248.849609
	Iteration 12Q: 3 clusters Score -5289726 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -5290199.000000 Penalty: 5248.849609
	Iteration 13Q: 3 clusters Score -5290199 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -5290686.500000 Penalty: 5248.849609
	Iteration 14Q: 3 clusters Score -5290686 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -5291296.500000 Penalty: 5248.849609
	Iteration 15Q: 3 clusters Score -5291296 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -5292014.000000 Penalty: 5248.849609
	Iteration 16Q: 3 clusters Score -5292014 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -5293048.000000 Penalty: 5248.849609
	Iteration 17Q: 3 clusters Score -5293048 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -5293796.000000 Penalty: 5248.849609
	Iteration 18Q: 3 clusters Score -5293796 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -5294199.000000 Penalty: 5248.849609
	Iteration 19Q: 3 clusters Score -5294199 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -5294302.500000 Penalty: 5248.849609
	Iteration 20F: 3 clusters Score -5294302 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -5294366.000000 Penalty: 5248.849609
	Iteration 21Q: 3 clusters Score -5294366 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -5294399.000000 Penalty: 5248.849609
	Iteration 22Q: 3 clusters Score -5294399 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -5294475.000000 Penalty: 5248.849609
	Iteration 23Q: 3 clusters Score -5294475 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -5294498.500000 Penalty: 5248.849609
	Iteration 24Q: 3 clusters Score -5294498 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5294539.500000 Penalty: 5248.849609
	Iteration 25Q: 3 clusters Score -5294540 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -5294557.000000 Penalty: 5248.849609
	Iteration 26Q: 3 clusters Score -5294557 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -5294581.000000 Penalty: 5248.849609
	Iteration 27Q: 3 clusters Score -5294581 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5294586.000000 Penalty: 5248.849609
	Iteration 28Q: 3 clusters Score -5294586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -5294591.500000 Penalty: 5248.849609
	Iteration 29Q: 3 clusters Score -5294592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -5294603.000000 Penalty: 5248.849609
	Iteration 30Q: 3 clusters Score -5294603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -5294593.500000 Penalty: 5248.849609
	Iteration 31Q: 3 clusters Score -5294594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5294604.500000 Penalty: 5248.849609
	Iteration 32Q: 3 clusters Score -5294604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -5294615.500000 Penalty: 5248.849609
	Iteration 33Q: 3 clusters Score -5294616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5294612.500000 Penalty: 5248.849609
	Iteration 34Q: 3 clusters Score -5294612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5294610.000000 Penalty: 5248.849609
	Iteration 35Q: 3 clusters Score -5294610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -5294617.500000 Penalty: 5248.849609
	Iteration 36Q: 3 clusters Score -5294618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -5294623.000000 Penalty: 5248.849609
	Iteration 37Q: 3 clusters Score -5294623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -5294615.000000 Penalty: 5248.849609
	Iteration 38Q: 3 clusters Score -5294615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5294610.000000 Penalty: 5248.849609
	Iteration 39Q: 3 clusters Score -5294610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -5294609.500000 Penalty: 5248.849609
	Iteration 40F: 3 clusters Score -5294610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5294611.500000 Penalty: 5248.849609
	Iteration 41Q: 3 clusters Score -5294612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5294619.000000 Penalty: 5248.849609
	Iteration 42Q: 3 clusters Score -5294619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5294628.000000 Penalty: 5248.849609
	Iteration 43Q: 3 clusters Score -5294628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5294634.000000 Penalty: 5248.849609
	Iteration 44Q: 3 clusters Score -5294634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -5294637.500000 Penalty: 5248.849609
	Iteration 45Q: 3 clusters Score -5294638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5294637.500000 Penalty: 5248.849609
	Iteration 46Q: 3 clusters Score -5294638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5294642.000000 Penalty: 5248.849609
	Iteration 47Q: 3 clusters Score -5294642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -5294642.500000 Penalty: 5248.849609
	Iteration 48Q: 3 clusters Score -5294642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -5294642.500000 Penalty: 5248.849609
	Iteration 49F: 3 clusters Score -5294642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Entering Unmasked Estep 
Score: -2851553.000000 Penalty: 2472.647217
	Iteration 0F: 2 clusters Score -2851553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2836532.500000 Penalty: 4945.294434
	Iteration 0F: 3 clusters Score -2836532 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2841722.000000 Penalty: 4945.294434
	Iteration 1F: 3 clusters Score -2841722 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2842331.000000 Penalty: 4945.294434
	Iteration 2F: 3 clusters Score -2842331 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2842963.500000 Penalty: 4945.294434
	Iteration 3F: 3 clusters Score -2842964 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2843656.500000 Penalty: 4945.294434
	Iteration 4F: 3 clusters Score -2843656 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2844419.750000 Penalty: 4945.294434
	Iteration 5F: 3 clusters Score -2844420 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2845199.250000 Penalty: 4945.294434
	Iteration 6F: 3 clusters Score -2845199 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2845912.500000 Penalty: 4945.294434
	Iteration 7F: 3 clusters Score -2845912 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2846599.750000 Penalty: 4945.294434
	Iteration 8Q: 3 clusters Score -2846600 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2847299.500000 Penalty: 4945.294434
	Iteration 9Q: 3 clusters Score -2847300 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2847979.250000 Penalty: 4945.294434
	Iteration 10Q: 3 clusters Score -2847979 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2848541.250000 Penalty: 4945.294434
	Iteration 11Q: 3 clusters Score -2848541 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2848987.750000 Penalty: 4945.294434
	Iteration 12Q: 3 clusters Score -2848988 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2849269.000000 Penalty: 4945.294434
	Iteration 13Q: 3 clusters Score -2849269 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2849431.250000 Penalty: 4945.294434
	Iteration 14Q: 3 clusters Score -2849431 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2849560.250000 Penalty: 4945.294434
	Iteration 15Q: 3 clusters Score -2849560 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2849676.000000 Penalty: 4945.294434
	Iteration 16Q: 3 clusters Score -2849676 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2849760.750000 Penalty: 4945.294434
	Iteration 17Q: 3 clusters Score -2849761 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2849828.000000 Penalty: 4945.294434
	Iteration 18Q: 3 clusters Score -2849828 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2849898.000000 Penalty: 4945.294434
	Iteration 19Q: 3 clusters Score -2849898 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2849945.000000 Penalty: 4945.294434
	Iteration 20F: 3 clusters Score -2849945 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2849981.000000 Penalty: 4945.294434
	Iteration 21Q: 3 clusters Score -2849981 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2850034.000000 Penalty: 4945.294434
	Iteration 22Q: 3 clusters Score -2850034 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -2850096.250000 Penalty: 4945.294434
	Iteration 23Q: 3 clusters Score -2850096 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2850165.500000 Penalty: 4945.294434
	Iteration 24Q: 3 clusters Score -2850166 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2850255.500000 Penalty: 4945.294434
	Iteration 25Q: 3 clusters Score -2850256 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -2850320.250000 Penalty: 4945.294434
	Iteration 26Q: 3 clusters Score -2850320 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2850357.500000 Penalty: 4945.294434
	Iteration 27Q: 3 clusters Score -2850358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2850391.000000 Penalty: 4945.294434
	Iteration 28Q: 3 clusters Score -2850391 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2850397.500000 Penalty: 4945.294434
	Iteration 29Q: 3 clusters Score -2850398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2850403.250000 Penalty: 4945.294434
	Iteration 30Q: 3 clusters Score -2850403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2850404.500000 Penalty: 4945.294434
	Iteration 31Q: 3 clusters Score -2850404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2850414.000000 Penalty: 4945.294434
	Iteration 32Q: 3 clusters Score -2850414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2850413.250000 Penalty: 4945.294434
	Iteration 33Q: 3 clusters Score -2850413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2850422.250000 Penalty: 4945.294434
	Iteration 34Q: 3 clusters Score -2850422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2850425.250000 Penalty: 4945.294434
	Iteration 35Q: 3 clusters Score -2850425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2850422.750000 Penalty: 4945.294434
	Iteration 36Q: 3 clusters Score -2850423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2850421.000000 Penalty: 4945.294434
	Iteration 37Q: 3 clusters Score -2850421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2850422.500000 Penalty: 4945.294434
	Iteration 38Q: 3 clusters Score -2850422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2850421.500000 Penalty: 4945.294434
	Iteration 39Q: 3 clusters Score -2850422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2850420.500000 Penalty: 4945.294434
	Iteration 40F: 3 clusters Score -2850420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2850419.750000 Penalty: 4945.294434
	Iteration 41Q: 3 clusters Score -2850420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2850419.750000 Penalty: 4945.294434
	Iteration 42Q: 3 clusters Score -2850420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2850422.500000 Penalty: 4945.294434
	Iteration 43Q: 3 clusters Score -2850422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2850422.500000 Penalty: 4945.294434
	Iteration 44F: 3 clusters Score -2850422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -140236.656250 Penalty: 1734.495483
	Iteration 0F: 2 clusters Score -140236.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -138279.781250 Penalty: 3468.990967
	Iteration 0F: 3 clusters Score -138279.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -138731.843750 Penalty: 3468.990967
	Iteration 1F: 3 clusters Score -138731.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -139035.265625 Penalty: 3468.990967
	Iteration 2F: 3 clusters Score -139035.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -139300.234375 Penalty: 3468.990967
	Iteration 3F: 3 clusters Score -139300.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -139534.765625 Penalty: 3468.990967
	Iteration 4F: 3 clusters Score -139534.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -139737.531250 Penalty: 3468.990967
	Iteration 5F: 3 clusters Score -139737.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -139842.625000 Penalty: 3468.990967
	Iteration 6Q: 3 clusters Score -139842.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -139921.468750 Penalty: 3468.990967
	Iteration 7Q: 3 clusters Score -139921.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -139971.703125 Penalty: 3468.990967
	Iteration 8Q: 3 clusters Score -139971.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -140050.578125 Penalty: 3468.990967
	Iteration 9Q: 3 clusters Score -140050.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -140125.875000 Penalty: 3468.990967
	Iteration 10Q: 3 clusters Score -140125.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -140160.875000 Penalty: 3468.990967
	Iteration 11Q: 3 clusters Score -140160.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -140169.625000 Penalty: 3468.990967
	Iteration 12Q: 3 clusters Score -140169.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -140174.578125 Penalty: 3468.990967
	Iteration 13Q: 3 clusters Score -140174.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -140175.750000 Penalty: 3468.990967
	Iteration 14Q: 3 clusters Score -140175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -140175.750000 Penalty: 3468.990967
	Iteration 15F: 3 clusters Score -140175.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Entering Unmasked Estep 
Score: -1397578.250000 Penalty: 2284.313232
	Iteration 0F: 2 clusters Score -1397578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1389857.875000 Penalty: 4568.626465
	Iteration 0F: 3 clusters Score -1389858 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1392126.250000 Penalty: 4568.626465
	Iteration 1F: 3 clusters Score -1392126 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1392459.000000 Penalty: 4568.626465
	Iteration 2F: 3 clusters Score -1392459 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1392703.625000 Penalty: 4568.626465
	Iteration 3F: 3 clusters Score -1392704 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1392906.500000 Penalty: 4568.626465
	Iteration 4Q: 3 clusters Score -1392906 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1393075.500000 Penalty: 4568.626465
	Iteration 5Q: 3 clusters Score -1393076 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1393273.250000 Penalty: 4568.626465
	Iteration 6Q: 3 clusters Score -1393273 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1393468.125000 Penalty: 4568.626465
	Iteration 7Q: 3 clusters Score -1393468 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1393697.625000 Penalty: 4568.626465
	Iteration 8Q: 3 clusters Score -1393698 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1393924.250000 Penalty: 4568.626465
	Iteration 9Q: 3 clusters Score -1393924 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1394147.250000 Penalty: 4568.626465
	Iteration 10Q: 3 clusters Score -1394147 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1394386.250000 Penalty: 4568.626465
	Iteration 11Q: 3 clusters Score -1394386 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1394610.250000 Penalty: 4568.626465
	Iteration 12Q: 3 clusters Score -1394610 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1394828.375000 Penalty: 4568.626465
	Iteration 13Q: 3 clusters Score -1394828 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1394980.500000 Penalty: 4568.626465
	Iteration 14Q: 3 clusters Score -1394980 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1395100.000000 Penalty: 4568.626465
	Iteration 15Q: 3 clusters Score -1395100 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1395217.875000 Penalty: 4568.626465
	Iteration 16Q: 3 clusters Score -1395218 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1395310.875000 Penalty: 4568.626465
	Iteration 17Q: 3 clusters Score -1395311 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1395371.875000 Penalty: 4568.626465
	Iteration 18Q: 3 clusters Score -1395372 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1395413.750000 Penalty: 4568.626465
	Iteration 19Q: 3 clusters Score -1395414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1395440.250000 Penalty: 4568.626465
	Iteration 20F: 3 clusters Score -1395440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1395465.000000 Penalty: 4568.626465
	Iteration 21Q: 3 clusters Score -1395465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1395486.250000 Penalty: 4568.626465
	Iteration 22Q: 3 clusters Score -1395486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1395503.750000 Penalty: 4568.626465
	Iteration 23Q: 3 clusters Score -1395504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1395511.500000 Penalty: 4568.626465
	Iteration 24Q: 3 clusters Score -1395512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1395519.750000 Penalty: 4568.626465
	Iteration 25Q: 3 clusters Score -1395520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1395527.250000 Penalty: 4568.626465
	Iteration 26Q: 3 clusters Score -1395527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1395536.125000 Penalty: 4568.626465
	Iteration 27Q: 3 clusters Score -1395536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1395545.750000 Penalty: 4568.626465
	Iteration 28Q: 3 clusters Score -1395546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1395550.875000 Penalty: 4568.626465
	Iteration 29Q: 3 clusters Score -1395551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1395557.250000 Penalty: 4568.626465
	Iteration 30Q: 3 clusters Score -1395557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1395562.500000 Penalty: 4568.626465
	Iteration 31Q: 3 clusters Score -1395562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1395565.250000 Penalty: 4568.626465
	Iteration 32Q: 3 clusters Score -1395565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1395567.250000 Penalty: 4568.626465
	Iteration 33Q: 3 clusters Score -1395567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1395570.250000 Penalty: 4568.626465
	Iteration 34Q: 3 clusters Score -1395570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1395571.375000 Penalty: 4568.626465
	Iteration 35Q: 3 clusters Score -1395571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1395572.125000 Penalty: 4568.626465
	Iteration 36Q: 3 clusters Score -1395572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1395580.250000 Penalty: 4568.626465
	Iteration 37Q: 3 clusters Score -1395580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1395587.875000 Penalty: 4568.626465
	Iteration 38Q: 3 clusters Score -1395588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1395591.125000 Penalty: 4568.626465
	Iteration 39Q: 3 clusters Score -1395591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1395595.750000 Penalty: 4568.626465
	Iteration 40F: 3 clusters Score -1395596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1395594.500000 Penalty: 4568.626465
	Iteration 41Q: 3 clusters Score -1395594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1395594.500000 Penalty: 4568.626465
	Iteration 42F: 3 clusters Score -1395594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Entering Unmasked Estep 
Score: -2116327.000000 Penalty: 2385.841553
	Iteration 0F: 2 clusters Score -2116327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2105381.500000 Penalty: 4771.683105
	Iteration 0F: 3 clusters Score -2105382 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2108770.250000 Penalty: 4771.683105
	Iteration 1F: 3 clusters Score -2108770 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2109074.250000 Penalty: 4771.683105
	Iteration 2F: 3 clusters Score -2109074 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2109296.750000 Penalty: 4771.683105
	Iteration 3Q: 3 clusters Score -2109297 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2109472.250000 Penalty: 4771.683105
	Iteration 4Q: 3 clusters Score -2109472 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2109603.500000 Penalty: 4771.683105
	Iteration 5Q: 3 clusters Score -2109604 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2109717.000000 Penalty: 4771.683105
	Iteration 6Q: 3 clusters Score -2109717 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2109819.500000 Penalty: 4771.683105
	Iteration 7Q: 3 clusters Score -2109820 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2109898.500000 Penalty: 4771.683105
	Iteration 8Q: 3 clusters Score -2109898 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2109987.250000 Penalty: 4771.683105
	Iteration 9Q: 3 clusters Score -2109987 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2110090.250000 Penalty: 4771.683105
	Iteration 10Q: 3 clusters Score -2110090 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2110211.000000 Penalty: 4771.683105
	Iteration 11Q: 3 clusters Score -2110211 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2110349.000000 Penalty: 4771.683105
	Iteration 12Q: 3 clusters Score -2110349 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2110532.500000 Penalty: 4771.683105
	Iteration 13Q: 3 clusters Score -2110532 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2110779.250000 Penalty: 4771.683105
	Iteration 14Q: 3 clusters Score -2110779 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2111118.750000 Penalty: 4771.683105
	Iteration 15Q: 3 clusters Score -2111119 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2111592.500000 Penalty: 4771.683105
	Iteration 16Q: 3 clusters Score -2111592 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2112171.250000 Penalty: 4771.683105
	Iteration 17F: 3 clusters Score -2112171 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2112790.000000 Penalty: 4771.683105
	Iteration 18Q: 3 clusters Score -2112790 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2113288.250000 Penalty: 4771.683105
	Iteration 19Q: 3 clusters Score -2113288 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2113690.750000 Penalty: 4771.683105
	Iteration 20F: 3 clusters Score -2113691 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2113932.750000 Penalty: 4771.683105
	Iteration 21Q: 3 clusters Score -2113933 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2114056.250000 Penalty: 4771.683105
	Iteration 22Q: 3 clusters Score -2114056 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2114122.250000 Penalty: 4771.683105
	Iteration 23Q: 3 clusters Score -2114122 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2114175.250000 Penalty: 4771.683105
	Iteration 24Q: 3 clusters Score -2114175 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2114219.500000 Penalty: 4771.683105
	Iteration 25Q: 3 clusters Score -2114220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2114255.750000 Penalty: 4771.683105
	Iteration 26Q: 3 clusters Score -2114256 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2114279.000000 Penalty: 4771.683105
	Iteration 27Q: 3 clusters Score -2114279 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2114305.500000 Penalty: 4771.683105
	Iteration 28Q: 3 clusters Score -2114306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2114328.500000 Penalty: 4771.683105
	Iteration 29Q: 3 clusters Score -2114328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2114345.500000 Penalty: 4771.683105
	Iteration 30Q: 3 clusters Score -2114346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2114365.250000 Penalty: 4771.683105
	Iteration 31Q: 3 clusters Score -2114365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2114380.250000 Penalty: 4771.683105
	Iteration 32Q: 3 clusters Score -2114380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2114397.750000 Penalty: 4771.683105
	Iteration 33Q: 3 clusters Score -2114398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2114410.500000 Penalty: 4771.683105
	Iteration 34Q: 3 clusters Score -2114410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2114417.750000 Penalty: 4771.683105
	Iteration 35Q: 3 clusters Score -2114418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2114425.500000 Penalty: 4771.683105
	Iteration 36Q: 3 clusters Score -2114426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2114431.250000 Penalty: 4771.683105
	Iteration 37Q: 3 clusters Score -2114431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2114431.750000 Penalty: 4771.683105
	Iteration 38Q: 3 clusters Score -2114432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2114436.500000 Penalty: 4771.683105
	Iteration 39Q: 3 clusters Score -2114436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2114438.500000 Penalty: 4771.683105
	Iteration 40F: 3 clusters Score -2114438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2114440.500000 Penalty: 4771.683105
	Iteration 41Q: 3 clusters Score -2114440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2114440.500000 Penalty: 4771.683105
	Iteration 42F: 3 clusters Score -2114440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -27261.070312 Penalty: 1360.229614
	Iteration 0F: 2 clusters Score -27261.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26218.451172 Penalty: 2720.459229
	Iteration 0F: 3 clusters Score -26218.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -26445.507812 Penalty: 2720.459229
	Iteration 1F: 3 clusters Score -26445.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -26543.169922 Penalty: 2720.459229
	Iteration 2Q: 3 clusters Score -26543.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -26616.857422 Penalty: 2720.459229
	Iteration 3Q: 3 clusters Score -26616.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -26708.199219 Penalty: 2720.459229
	Iteration 4Q: 3 clusters Score -26708.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -26767.398438 Penalty: 2720.459229
	Iteration 5Q: 3 clusters Score -26767.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -26919.990234 Penalty: 2720.459229
	Iteration 6Q: 3 clusters Score -26919.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -27000.861328 Penalty: 2720.459229
	Iteration 7Q: 3 clusters Score -27000.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -27083.757812 Penalty: 2720.459229
	Iteration 8Q: 3 clusters Score -27083.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -27097.558594 Penalty: 2720.459229
	Iteration 9Q: 3 clusters Score -27097.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -27104.265625 Penalty: 2720.459229
	Iteration 10Q: 3 clusters Score -27104.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -27104.265625 Penalty: 2720.459229
	Iteration 11F: 3 clusters Score -27104.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Entering Unmasked Estep 
Score: -7096525.000000 Penalty: 2695.659912
	Iteration 0F: 2 clusters Score -7096525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -7061175.500000 Penalty: 5391.319824
	Iteration 0F: 3 clusters Score -7061176 nChanged 24295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -7074616.500000 Penalty: 5391.319824
	Iteration 1F: 3 clusters Score -7074616 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -7075132.500000 Penalty: 5391.319824
	Iteration 2Q: 3 clusters Score -7075132 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -7075686.500000 Penalty: 5391.319824
	Iteration 3Q: 3 clusters Score -7075686 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -7076396.000000 Penalty: 5391.319824
	Iteration 4Q: 3 clusters Score -7076396 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -7077380.000000 Penalty: 5391.319824
	Iteration 5Q: 3 clusters Score -7077380 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -7078771.000000 Penalty: 5391.319824
	Iteration 6F: 3 clusters Score -7078771 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -7080766.500000 Penalty: 5391.319824
	Iteration 7F: 3 clusters Score -7080766 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -7083320.000000 Penalty: 5391.319824
	Iteration 8F: 3 clusters Score -7083320 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -7086375.500000 Penalty: 5391.319824
	Iteration 9F: 3 clusters Score -7086376 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -7089024.500000 Penalty: 5391.319824
	Iteration 10F: 3 clusters Score -7089024 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -7090977.500000 Penalty: 5391.319824
	Iteration 11Q: 3 clusters Score -7090978 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -7092186.500000 Penalty: 5391.319824
	Iteration 12Q: 3 clusters Score -7092186 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -7092980.500000 Penalty: 5391.319824
	Iteration 13Q: 3 clusters Score -7092980 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7093492.500000 Penalty: 5391.319824
	Iteration 14Q: 3 clusters Score -7093492 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7093772.000000 Penalty: 5391.319824
	Iteration 15Q: 3 clusters Score -7093772 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7093956.000000 Penalty: 5391.319824
	Iteration 16Q: 3 clusters Score -7093956 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7094040.000000 Penalty: 5391.319824
	Iteration 17Q: 3 clusters Score -7094040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7094086.000000 Penalty: 5391.319824
	Iteration 18Q: 3 clusters Score -7094086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7094120.000000 Penalty: 5391.319824
	Iteration 19Q: 3 clusters Score -7094120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52220 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7094133.500000 Penalty: 5391.319824
	Iteration 20F: 3 clusters Score -7094134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7094150.000000 Penalty: 5391.319824
	Iteration 21Q: 3 clusters Score -7094150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7094172.000000 Penalty: 5391.319824
	Iteration 22Q: 3 clusters Score -7094172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7094171.500000 Penalty: 5391.319824
	Iteration 23Q: 3 clusters Score -7094172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7094179.000000 Penalty: 5391.319824
	Iteration 24Q: 3 clusters Score -7094179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7094179.000000 Penalty: 5391.319824
	Iteration 25Q: 3 clusters Score -7094179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7094183.500000 Penalty: 5391.319824
	Iteration 26Q: 3 clusters Score -7094184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7094186.000000 Penalty: 5391.319824
	Iteration 27Q: 3 clusters Score -7094186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7094196.000000 Penalty: 5391.319824
	Iteration 28Q: 3 clusters Score -7094196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7094194.000000 Penalty: 5391.319824
	Iteration 29Q: 3 clusters Score -7094194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7094200.000000 Penalty: 5391.319824
	Iteration 30Q: 3 clusters Score -7094200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7094208.500000 Penalty: 5391.319824
	Iteration 31Q: 3 clusters Score -7094208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7094206.500000 Penalty: 5391.319824
	Iteration 32Q: 3 clusters Score -7094206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7094213.000000 Penalty: 5391.319824
	Iteration 33Q: 3 clusters Score -7094213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7094222.000000 Penalty: 5391.319824
	Iteration 34Q: 3 clusters Score -7094222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7094222.500000 Penalty: 5391.319824
	Iteration 35Q: 3 clusters Score -7094222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7094222.500000 Penalty: 5391.319824
	Iteration 36F: 3 clusters Score -7094222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (124445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124445 members 
Entering Unmasked Estep 
Score: -17404508.000000 Penalty: 2909.441406
	Iteration 0F: 2 clusters Score -1.740451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -17321896.000000 Penalty: 5818.882812
	Iteration 0F: 3 clusters Score -1.73219e+07 nChanged 59152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 65776 members 
Entering Unmasked Estep 
Score: -17356536.000000 Penalty: 5818.882812
	Iteration 1F: 3 clusters Score -1.735654e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -17358258.000000 Penalty: 5818.882812
	Iteration 2Q: 3 clusters Score -1.735826e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53253 members 
Mstep: Class 2 contains 71192 members 
Entering Unmasked Estep 
Score: -17360760.000000 Penalty: 5818.882812
	Iteration 3Q: 3 clusters Score -1.736076e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 76043 members 
Entering Unmasked Estep 
Score: -17364946.000000 Penalty: 5818.882812
	Iteration 4F: 3 clusters Score -1.736495e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 82538 members 
Entering Unmasked Estep 
Score: -17370626.000000 Penalty: 5818.882812
	Iteration 5F: 3 clusters Score -1.737063e+07 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 89949 members 
Entering Unmasked Estep 
Score: -17378178.000000 Penalty: 5818.882812
	Iteration 6F: 3 clusters Score -1.737818e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 96930 members 
Entering Unmasked Estep 
Score: -17386080.000000 Penalty: 5818.882812
	Iteration 7F: 3 clusters Score -1.738608e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 101950 members 
Entering Unmasked Estep 
Score: -17392424.000000 Penalty: 5818.882812
	Iteration 8F: 3 clusters Score -1.739242e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 104826 members 
Entering Unmasked Estep 
Score: -17395574.000000 Penalty: 5818.882812
	Iteration 9Q: 3 clusters Score -1.739557e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 106881 members 
Entering Unmasked Estep 
Score: -17396960.000000 Penalty: 5818.882812
	Iteration 10Q: 3 clusters Score -1.739696e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 108613 members 
Entering Unmasked Estep 
Score: -17397826.000000 Penalty: 5818.882812
	Iteration 11Q: 3 clusters Score -1.739783e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 110195 members 
Entering Unmasked Estep 
Score: -17398568.000000 Penalty: 5818.882812
	Iteration 12Q: 3 clusters Score -1.739857e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 111598 members 
Entering Unmasked Estep 
Score: -17399046.000000 Penalty: 5818.882812
	Iteration 13Q: 3 clusters Score -1.739905e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 112782 members 
Entering Unmasked Estep 
Score: -17399548.000000 Penalty: 5818.882812
	Iteration 14Q: 3 clusters Score -1.739955e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 113860 members 
Entering Unmasked Estep 
Score: -17399940.000000 Penalty: 5818.882812
	Iteration 15Q: 3 clusters Score -1.739994e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 114817 members 
Entering Unmasked Estep 
Score: -17400348.000000 Penalty: 5818.882812
	Iteration 16Q: 3 clusters Score -1.740035e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 115614 members 
Entering Unmasked Estep 
Score: -17400604.000000 Penalty: 5818.882812
	Iteration 17Q: 3 clusters Score -1.74006e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 116358 members 
Entering Unmasked Estep 
Score: -17400818.000000 Penalty: 5818.882812
	Iteration 18Q: 3 clusters Score -1.740082e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 117017 members 
Entering Unmasked Estep 
Score: -17401092.000000 Penalty: 5818.882812
	Iteration 19Q: 3 clusters Score -1.740109e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 117569 members 
Entering Unmasked Estep 
Score: -17401272.000000 Penalty: 5818.882812
	Iteration 20F: 3 clusters Score -1.740127e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 118048 members 
Entering Unmasked Estep 
Score: -17401434.000000 Penalty: 5818.882812
	Iteration 21Q: 3 clusters Score -1.740143e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 118476 members 
Entering Unmasked Estep 
Score: -17401588.000000 Penalty: 5818.882812
	Iteration 22Q: 3 clusters Score -1.740159e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 118849 members 
Entering Unmasked Estep 
Score: -17401732.000000 Penalty: 5818.882812
	Iteration 23Q: 3 clusters Score -1.740173e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 119196 members 
Entering Unmasked Estep 
Score: -17401806.000000 Penalty: 5818.882812
	Iteration 24Q: 3 clusters Score -1.740181e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 119504 members 
Entering Unmasked Estep 
Score: -17401924.000000 Penalty: 5818.882812
	Iteration 25Q: 3 clusters Score -1.740192e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 119796 members 
Entering Unmasked Estep 
Score: -17402046.000000 Penalty: 5818.882812
	Iteration 26Q: 3 clusters Score -1.740205e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 120046 members 
Entering Unmasked Estep 
Score: -17402146.000000 Penalty: 5818.882812
	Iteration 27Q: 3 clusters Score -1.740215e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 120278 members 
Entering Unmasked Estep 
Score: -17402186.000000 Penalty: 5818.882812
	Iteration 28Q: 3 clusters Score -1.740219e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 120475 members 
Entering Unmasked Estep 
Score: -17402262.000000 Penalty: 5818.882812
	Iteration 29Q: 3 clusters Score -1.740226e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 120649 members 
Entering Unmasked Estep 
Score: -17402300.000000 Penalty: 5818.882812
	Iteration 30Q: 3 clusters Score -1.74023e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 120790 members 
Entering Unmasked Estep 
Score: -17402310.000000 Penalty: 5818.882812
	Iteration 31Q: 3 clusters Score -1.740231e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 120907 members 
Entering Unmasked Estep 
Score: -17402346.000000 Penalty: 5818.882812
	Iteration 32Q: 3 clusters Score -1.740235e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 121026 members 
Entering Unmasked Estep 
Score: -17402340.000000 Penalty: 5818.882812
	Iteration 33Q: 3 clusters Score -1.740234e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 121116 members 
Entering Unmasked Estep 
Score: -17402366.000000 Penalty: 5818.882812
	Iteration 34Q: 3 clusters Score -1.740237e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 121195 members 
Entering Unmasked Estep 
Score: -17402366.000000 Penalty: 5818.882812
	Iteration 35Q: 3 clusters Score -1.740237e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 121271 members 
Entering Unmasked Estep 
Score: -17402348.000000 Penalty: 5818.882812
	Iteration 36Q: 3 clusters Score -1.740235e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 121332 members 
Entering Unmasked Estep 
Score: -17402370.000000 Penalty: 5818.882812
	Iteration 37Q: 3 clusters Score -1.740237e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 121384 members 
Entering Unmasked Estep 
Score: -17402366.000000 Penalty: 5818.882812
	Iteration 38Q: 3 clusters Score -1.740237e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 121425 members 
Entering Unmasked Estep 
Score: -17402412.000000 Penalty: 5818.882812
	Iteration 39Q: 3 clusters Score -1.740241e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 121468 members 
Entering Unmasked Estep 
Score: -17402404.000000 Penalty: 5818.882812
	Iteration 40F: 3 clusters Score -1.74024e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 121508 members 
Entering Unmasked Estep 
Score: -17402412.000000 Penalty: 5818.882812
	Iteration 41Q: 3 clusters Score -1.740241e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 121552 members 
Entering Unmasked Estep 
Score: -17402438.000000 Penalty: 5818.882812
	Iteration 42Q: 3 clusters Score -1.740244e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 121589 members 
Entering Unmasked Estep 
Score: -17402442.000000 Penalty: 5818.882812
	Iteration 43Q: 3 clusters Score -1.740244e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 121626 members 
Entering Unmasked Estep 
Score: -17402468.000000 Penalty: 5818.882812
	Iteration 44Q: 3 clusters Score -1.740247e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 121657 members 
Entering Unmasked Estep 
Score: -17402474.000000 Penalty: 5818.882812
	Iteration 45Q: 3 clusters Score -1.740247e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 121681 members 
Entering Unmasked Estep 
Score: -17402460.000000 Penalty: 5818.882812
	Iteration 46Q: 3 clusters Score -1.740246e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 121700 members 
Entering Unmasked Estep 
Score: -17402438.000000 Penalty: 5818.882812
	Iteration 47Q: 3 clusters Score -1.740244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 121718 members 
Entering Unmasked Estep 
Score: -17402464.000000 Penalty: 5818.882812
	Iteration 48Q: 3 clusters Score -1.740246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 121737 members 
Entering Unmasked Estep 
Score: -17402450.000000 Penalty: 5818.882812
	Iteration 49Q: 3 clusters Score -1.740245e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 121759 members 
Entering Unmasked Estep 
Score: -17402468.000000 Penalty: 5818.882812
	Iteration 50Q: 3 clusters Score -1.740247e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 121777 members 
Entering Unmasked Estep 
Score: -17402480.000000 Penalty: 5818.882812
	Iteration 51Q: 3 clusters Score -1.740248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 121793 members 
Entering Unmasked Estep 
Score: -17402472.000000 Penalty: 5818.882812
	Iteration 52Q: 3 clusters Score -1.740247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 121808 members 
Entering Unmasked Estep 
Score: -17402502.000000 Penalty: 5818.882812
	Iteration 53Q: 3 clusters Score -1.74025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 121819 members 
Entering Unmasked Estep 
Score: -17402490.000000 Penalty: 5818.882812
	Iteration 54Q: 3 clusters Score -1.740249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 121826 members 
Entering Unmasked Estep 
Score: -17402484.000000 Penalty: 5818.882812
	Iteration 55Q: 3 clusters Score -1.740248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 121835 members 
Entering Unmasked Estep 
Score: -17402480.000000 Penalty: 5818.882812
	Iteration 56Q: 3 clusters Score -1.740248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 121846 members 
Entering Unmasked Estep 
Score: -17402468.000000 Penalty: 5818.882812
	Iteration 57Q: 3 clusters Score -1.740247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 121855 members 
Entering Unmasked Estep 
Score: -17402468.000000 Penalty: 5818.882812
	Iteration 58Q: 3 clusters Score -1.740247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 121866 members 
Entering Unmasked Estep 
Score: -17402462.000000 Penalty: 5818.882812
	Iteration 59Q: 3 clusters Score -1.740246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 121872 members 
Entering Unmasked Estep 
Score: -17402468.000000 Penalty: 5818.882812
	Iteration 60F: 3 clusters Score -1.740247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 121880 members 
Entering Unmasked Estep 
Score: -17402452.000000 Penalty: 5818.882812
	Iteration 61Q: 3 clusters Score -1.740245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 121885 members 
Entering Unmasked Estep 
Score: -17402458.000000 Penalty: 5818.882812
	Iteration 62Q: 3 clusters Score -1.740246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 121889 members 
Entering Unmasked Estep 
Score: -17402454.000000 Penalty: 5818.882812
	Iteration 63Q: 3 clusters Score -1.740245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 121893 members 
Entering Unmasked Estep 
Score: -17402462.000000 Penalty: 5818.882812
	Iteration 64Q: 3 clusters Score -1.740246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 121899 members 
Entering Unmasked Estep 
Score: -17402466.000000 Penalty: 5818.882812
	Iteration 65Q: 3 clusters Score -1.740247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 121903 members 
Entering Unmasked Estep 
Score: -17402466.000000 Penalty: 5818.882812
	Iteration 66Q: 3 clusters Score -1.740247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 121905 members 
Entering Unmasked Estep 
Score: -17402462.000000 Penalty: 5818.882812
	Iteration 67Q: 3 clusters Score -1.740246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 121905 members 
Entering Unmasked Estep 
Score: -17402462.000000 Penalty: 5818.882812
	Iteration 68F: 3 clusters Score -1.740246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (204509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204509 members 
Entering Unmasked Estep 
Score: -28568572.000000 Penalty: 3032.635010
	Iteration 0F: 2 clusters Score -2.856857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102636 members 
Mstep: Class 2 contains 101873 members 
Entering Unmasked Estep 
Score: -28445008.000000 Penalty: 6065.270020
	Iteration 0F: 3 clusters Score -2.844501e+07 nChanged 98446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107980 members 
Mstep: Class 2 contains 96529 members 
Entering Unmasked Estep 
Score: -28502644.000000 Penalty: 6065.270020
	Iteration 1F: 3 clusters Score -2.850264e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111616 members 
Mstep: Class 2 contains 92893 members 
Entering Unmasked Estep 
Score: -28504238.000000 Penalty: 6065.270020
	Iteration 2Q: 3 clusters Score -2.850424e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117024 members 
Mstep: Class 2 contains 87485 members 
Entering Unmasked Estep 
Score: -28506142.000000 Penalty: 6065.270020
	Iteration 3Q: 3 clusters Score -2.850614e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125383 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -28509672.000000 Penalty: 6065.270020
	Iteration 4Q: 3 clusters Score -2.850967e+07 nChanged 12296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137375 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -28516710.000000 Penalty: 6065.270020
	Iteration 5F: 3 clusters Score -2.851671e+07 nChanged 15629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152884 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -28527406.000000 Penalty: 6065.270020
	Iteration 6F: 3 clusters Score -2.852741e+07 nChanged 17109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169941 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -28539780.000000 Penalty: 6065.270020
	Iteration 7F: 3 clusters Score -2.853978e+07 nChanged 14333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184244 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -28550644.000000 Penalty: 6065.270020
	Iteration 8F: 3 clusters Score -2.855064e+07 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193497 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -28557632.000000 Penalty: 6065.270020
	Iteration 9Q: 3 clusters Score -2.855763e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198643 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -28561746.000000 Penalty: 6065.270020
	Iteration 10Q: 3 clusters Score -2.856175e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201238 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -28563806.000000 Penalty: 6065.270020
	Iteration 11Q: 3 clusters Score -2.856381e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202461 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -28564814.000000 Penalty: 6065.270020
	Iteration 12Q: 3 clusters Score -2.856481e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203108 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -28565264.000000 Penalty: 6065.270020
	Iteration 13Q: 3 clusters Score -2.856526e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203429 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -28565456.000000 Penalty: 6065.270020
	Iteration 14Q: 3 clusters Score -2.856546e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203613 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -28565656.000000 Penalty: 6065.270020
	Iteration 15Q: 3 clusters Score -2.856566e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203715 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -28565790.000000 Penalty: 6065.270020
	Iteration 16Q: 3 clusters Score -2.856579e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203773 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -28565852.000000 Penalty: 6065.270020
	Iteration 17Q: 3 clusters Score -2.856585e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203808 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -28565882.000000 Penalty: 6065.270020
	Iteration 18Q: 3 clusters Score -2.856588e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203830 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -28565898.000000 Penalty: 6065.270020
	Iteration 19Q: 3 clusters Score -2.85659e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203853 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -28565926.000000 Penalty: 6065.270020
	Iteration 20F: 3 clusters Score -2.856593e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203882 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -28565944.000000 Penalty: 6065.270020
	Iteration 21Q: 3 clusters Score -2.856594e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203906 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -28565982.000000 Penalty: 6065.270020
	Iteration 22Q: 3 clusters Score -2.856598e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203921 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -28566048.000000 Penalty: 6065.270020
	Iteration 23Q: 3 clusters Score -2.856605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203929 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -28566052.000000 Penalty: 6065.270020
	Iteration 24Q: 3 clusters Score -2.856605e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203936 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -28566056.000000 Penalty: 6065.270020
	Iteration 25Q: 3 clusters Score -2.856606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203943 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -28566064.000000 Penalty: 6065.270020
	Iteration 26Q: 3 clusters Score -2.856606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203946 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -28566076.000000 Penalty: 6065.270020
	Iteration 27Q: 3 clusters Score -2.856608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203948 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -28566064.000000 Penalty: 6065.270020
	Iteration 28Q: 3 clusters Score -2.856606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203950 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -28566076.000000 Penalty: 6065.270020
	Iteration 29Q: 3 clusters Score -2.856608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203954 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -28566076.000000 Penalty: 6065.270020
	Iteration 30Q: 3 clusters Score -2.856608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203957 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -28566088.000000 Penalty: 6065.270020
	Iteration 31Q: 3 clusters Score -2.856609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203964 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -28566104.000000 Penalty: 6065.270020
	Iteration 32Q: 3 clusters Score -2.85661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203968 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -28566096.000000 Penalty: 6065.270020
	Iteration 33Q: 3 clusters Score -2.85661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203975 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -28566120.000000 Penalty: 6065.270020
	Iteration 34Q: 3 clusters Score -2.856612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203981 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -28566122.000000 Penalty: 6065.270020
	Iteration 35Q: 3 clusters Score -2.856612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203982 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -28566110.000000 Penalty: 6065.270020
	Iteration 36Q: 3 clusters Score -2.856611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203984 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -28566100.000000 Penalty: 6065.270020
	Iteration 37Q: 3 clusters Score -2.85661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203984 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -28566116.000000 Penalty: 6065.270020
	Iteration 38Q: 3 clusters Score -2.856612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203983 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -28566100.000000 Penalty: 6065.270020
	Iteration 39Q: 3 clusters Score -2.85661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203983 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -28566100.000000 Penalty: 6065.270020
	Iteration 40F: 3 clusters Score -2.85661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -70578.625000 Penalty: 1572.846191
	Iteration 0F: 2 clusters Score -70578.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69061.601562 Penalty: 3145.692383
	Iteration 0F: 3 clusters Score -69061.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69284.484375 Penalty: 3145.692383
	Iteration 1F: 3 clusters Score -69284.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69364.546875 Penalty: 3145.692383
	Iteration 2Q: 3 clusters Score -69364.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69401.539062 Penalty: 3145.692383
	Iteration 3Q: 3 clusters Score -69401.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69426.437500 Penalty: 3145.692383
	Iteration 4Q: 3 clusters Score -69426.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69450.781250 Penalty: 3145.692383
	Iteration 5Q: 3 clusters Score -69450.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -69466.953125 Penalty: 3145.692383
	Iteration 6Q: 3 clusters Score -69466.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69482.796875 Penalty: 3145.692383
	Iteration 7Q: 3 clusters Score -69482.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69498.531250 Penalty: 3145.692383
	Iteration 8Q: 3 clusters Score -69498.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69507.976562 Penalty: 3145.692383
	Iteration 9Q: 3 clusters Score -69507.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69511.390625 Penalty: 3145.692383
	Iteration 10Q: 3 clusters Score -69511.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69516.281250 Penalty: 3145.692383
	Iteration 11Q: 3 clusters Score -69516.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69521.921875 Penalty: 3145.692383
	Iteration 12Q: 3 clusters Score -69521.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69525.195312 Penalty: 3145.692383
	Iteration 13Q: 3 clusters Score -69525.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69526.281250 Penalty: 3145.692383
	Iteration 14Q: 3 clusters Score -69526.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69526.984375 Penalty: 3145.692383
	Iteration 15Q: 3 clusters Score -69526.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69530.203125 Penalty: 3145.692383
	Iteration 16Q: 3 clusters Score -69530.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69533.515625 Penalty: 3145.692383
	Iteration 17Q: 3 clusters Score -69533.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69535.054688 Penalty: 3145.692383
	Iteration 18Q: 3 clusters Score -69535.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69535.054688 Penalty: 3145.692383
	Iteration 19F: 3 clusters Score -69535.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -61464.738281 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -61464.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59970.933594 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -59970.93 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60194.011719 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -60194.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60318.730469 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -60318.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60476.101562 Penalty: 3082.445557
	Iteration 3F: 3 clusters Score -60476.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -60591.214844 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -60591.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60660.625000 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -60660.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60724.742188 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -60724.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60752.406250 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -60752.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60770.085938 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -60770.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60789.589844 Penalty: 3082.445557
	Iteration 9Q: 3 clusters Score -60789.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60801.437500 Penalty: 3082.445557
	Iteration 10Q: 3 clusters Score -60801.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60803.324219 Penalty: 3082.445557
	Iteration 11Q: 3 clusters Score -60803.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60808.144531 Penalty: 3082.445557
	Iteration 12Q: 3 clusters Score -60808.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60812.562500 Penalty: 3082.445557
	Iteration 13Q: 3 clusters Score -60812.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60846.011719 Penalty: 3082.445557
	Iteration 14Q: 3 clusters Score -60846.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60896.207031 Penalty: 3082.445557
	Iteration 15Q: 3 clusters Score -60896.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60934.730469 Penalty: 3082.445557
	Iteration 16Q: 3 clusters Score -60934.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60974.703125 Penalty: 3082.445557
	Iteration 17Q: 3 clusters Score -60974.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -61010.652344 Penalty: 3082.445557
	Iteration 18Q: 3 clusters Score -61010.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -61026.636719 Penalty: 3082.445557
	Iteration 19Q: 3 clusters Score -61026.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -61038.406250 Penalty: 3082.445557
	Iteration 20F: 3 clusters Score -61038.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61070.144531 Penalty: 3082.445557
	Iteration 21Q: 3 clusters Score -61070.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61127.242188 Penalty: 3082.445557
	Iteration 22Q: 3 clusters Score -61127.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61158.437500 Penalty: 3082.445557
	Iteration 23Q: 3 clusters Score -61158.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61192.640625 Penalty: 3082.445557
	Iteration 24Q: 3 clusters Score -61192.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61253.160156 Penalty: 3082.445557
	Iteration 25Q: 3 clusters Score -61253.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -61297.199219 Penalty: 3082.445557
	Iteration 26Q: 3 clusters Score -61297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61358.988281 Penalty: 3082.445557
	Iteration 27Q: 3 clusters Score -61358.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61516.070312 Penalty: 3082.445557
	Iteration 28Q: 3 clusters Score -61516.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61525.144531 Penalty: 3082.445557
	Iteration 29Q: 3 clusters Score -61525.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61525.144531 Penalty: 3082.445557
	Iteration 30F: 3 clusters Score -61525.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20340 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27084 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 295015 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165009 members 
Mstep: Class 11 contains 39433 members 
Mstep: Class 12 contains 21383 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10006 members 
Mstep: Class 15 contains 15068 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 124445 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 204509 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 282 members 
Mstep: Class 23 contains 1160 members 
Entering Unmasked Estep 
Score: -135791376.000000 Penalty: 78787.804688
Splitting cluster 22 changes total score from -135793200.000000 to -135791376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -149680.671875 Penalty: 1749.931396
	Iteration 0F: 2 clusters Score -149680.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -147619.265625 Penalty: 3499.862793
	Iteration 0F: 3 clusters Score -147619.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -148017.078125 Penalty: 3499.862793
	Iteration 1F: 3 clusters Score -148017.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -148215.468750 Penalty: 3499.862793
	Iteration 2F: 3 clusters Score -148215.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -148363.156250 Penalty: 3499.862793
	Iteration 3F: 3 clusters Score -148363.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -148475.515625 Penalty: 3499.862793
	Iteration 4Q: 3 clusters Score -148475.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -148572.281250 Penalty: 3499.862793
	Iteration 5Q: 3 clusters Score -148572.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -148651.843750 Penalty: 3499.862793
	Iteration 6Q: 3 clusters Score -148651.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -148701.125000 Penalty: 3499.862793
	Iteration 7Q: 3 clusters Score -148701.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -148745.484375 Penalty: 3499.862793
	Iteration 8Q: 3 clusters Score -148745.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -148824.312500 Penalty: 3499.862793
	Iteration 9Q: 3 clusters Score -148824.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -148922.046875 Penalty: 3499.862793
	Iteration 10Q: 3 clusters Score -148922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -149134.281250 Penalty: 3499.862793
	Iteration 11Q: 3 clusters Score -149134.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -149379.421875 Penalty: 3499.862793
	Iteration 12Q: 3 clusters Score -149379.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -149727.937500 Penalty: 3499.862793
	Iteration 13Q: 3 clusters Score -149727.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -150136.546875 Penalty: 3499.862793
	Iteration 14Q: 3 clusters Score -150136.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -150647.531250 Penalty: 3499.862793
	Iteration 15Q: 3 clusters Score -150647.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -150749.796875 Penalty: 3499.862793
	Iteration 16Q: 3 clusters Score -150749.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -150749.796875 Penalty: 3499.862793
	Iteration 17F: 3 clusters Score -150749.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 20340 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 27084 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 295015 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 165009 members 
Mstep: Class 11 contains 39433 members 
Mstep: Class 12 contains 21383 members 
Mstep: Class 13 contains 1090 members 
Mstep: Class 14 contains 10006 members 
Mstep: Class 15 contains 15068 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 124445 members 
Mstep: Class 19 contains 579 members 
Mstep: Class 20 contains 204509 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 581 members 
Entering Unmasked Estep 
Score: -135792432.000000 Penalty: 78787.804688
Splitting cluster 23 changes total score from -135793200.000000 to -135792432.000000
So it's not getting split.
--- Evaluating fit on full set of 2991666 points ---
Entering Unmasked Estep 
Score: -400956256.000000 Penalty: 81356.273438
20->23 Clusters: Score -400956256.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 997222 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 49702 members 
Mstep: Class 3 contains 49927 members 
Mstep: Class 4 contains 49535 members 
Mstep: Class 5 contains 49909 members 
Mstep: Class 6 contains 49980 members 
Mstep: Class 7 contains 50026 members 
Mstep: Class 8 contains 50173 members 
Mstep: Class 9 contains 49254 members 
Mstep: Class 10 contains 49991 members 
Mstep: Class 11 contains 49664 members 
Mstep: Class 12 contains 49986 members 
Mstep: Class 13 contains 49739 members 
Mstep: Class 14 contains 49953 members 
Mstep: Class 15 contains 49667 members 
Mstep: Class 16 contains 50072 members 
Mstep: Class 17 contains 50004 members 
Mstep: Class 18 contains 49832 members 
Mstep: Class 19 contains 49785 members 
Mstep: Class 20 contains 50038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 548.333862 but Gain 3425.554688
Score: -131104080.000000 Penalty: 65085.578125
Iteration 0F: 20 clusters Score -1.311041e+08 nChanged 944225
Entering Unmasked Mstep 
Mstep: Class 0 contains 2567 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 53119 members 
Mstep: Class 3 contains 21609 members 
Mstep: Class 4 contains 12290 members 
Mstep: Class 5 contains 38624 members 
Mstep: Class 6 contains 21336 members 
Mstep: Class 7 contains 16225 members 
Mstep: Class 8 contains 111280 members 
Mstep: Class 9 contains 12306 members 
Mstep: Class 10 contains 81017 members 
Mstep: Class 11 contains 45616 members 
Mstep: Class 12 contains 62814 members 
Mstep: Class 13 contains 68032 members 
Mstep: Class 14 contains 53475 members 
Mstep: Class 15 contains 45259 members 
Mstep: Class 17 contains 97178 members 
Mstep: Class 18 contains 34849 members 
Mstep: Class 19 contains 87060 members 
Mstep: Class 20 contains 77240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133753056.000000 Penalty: 65085.578125
Iteration 1F: 20 clusters Score -1.337531e+08 nChanged 396137
Entering Unmasked Mstep 
Mstep: Class 0 contains 2026 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 59404 members 
Mstep: Class 3 contains 17295 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 43310 members 
Mstep: Class 6 contains 17515 members 
Mstep: Class 7 contains 15487 members 
Mstep: Class 8 contains 170901 members 
Mstep: Class 9 contains 5120 members 
Mstep: Class 10 contains 84758 members 
Mstep: Class 11 contains 63031 members 
Mstep: Class 12 contains 68892 members 
Mstep: Class 13 contains 63980 members 
Mstep: Class 14 contains 30801 members 
Mstep: Class 15 contains 52357 members 
Mstep: Class 17 contains 93661 members 
Mstep: Class 18 contains 28827 members 
Mstep: Class 19 contains 73724 members 
Mstep: Class 20 contains 60639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134556960.000000 Penalty: 65085.578125
Iteration 2F: 20 clusters Score -1.34557e+08 nChanged 284789
Entering Unmasked Mstep 
Mstep: Class 0 contains 1474 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 53916 members 
Mstep: Class 3 contains 18461 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 44120 members 
Mstep: Class 6 contains 22237 members 
Mstep: Class 7 contains 14250 members 
Mstep: Class 8 contains 229418 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 77144 members 
Mstep: Class 11 contains 72658 members 
Mstep: Class 12 contains 66162 members 
Mstep: Class 13 contains 56235 members 
Mstep: Class 14 contains 17109 members 
Mstep: Class 15 contains 44592 members 
Mstep: Class 17 contains 95090 members 
Mstep: Class 18 contains 22828 members 
Mstep: Class 19 contains 72798 members 
Mstep: Class 20 contains 55275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134982960.000000 Penalty: 65085.578125
Iteration 3F: 20 clusters Score -1.34983e+08 nChanged 209065
Entering Unmasked Mstep 
Mstep: Class 0 contains 537 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 44862 members 
Mstep: Class 3 contains 18386 members 
Mstep: Class 4 contains 5119 members 
Mstep: Class 5 contains 40898 members 
Mstep: Class 6 contains 23677 members 
Mstep: Class 7 contains 14298 members 
Mstep: Class 8 contains 270570 members 
Mstep: Class 9 contains 2754 members 
Mstep: Class 10 contains 77577 members 
Mstep: Class 11 contains 78124 members 
Mstep: Class 12 contains 57655 members 
Mstep: Class 13 contains 52006 members 
Mstep: Class 14 contains 10420 members 
Mstep: Class 15 contains 33902 members 
Mstep: Class 17 contains 92795 members 
Mstep: Class 18 contains 17446 members 
Mstep: Class 19 contains 83132 members 
Mstep: Class 20 contains 57881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239920.000000 Penalty: 65085.578125
Iteration 4F: 20 clusters Score -1.352399e+08 nChanged 167124
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 37845 members 
Mstep: Class 3 contains 16782 members 
Mstep: Class 4 contains 4088 members 
Mstep: Class 5 contains 38856 members 
Mstep: Class 6 contains 21151 members 
Mstep: Class 7 contains 16182 members 
Mstep: Class 8 contains 283586 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 79573 members 
Mstep: Class 11 contains 84990 members 
Mstep: Class 12 contains 49379 members 
Mstep: Class 13 contains 48737 members 
Mstep: Class 14 contains 7776 members 
Mstep: Class 15 contains 24838 members 
Mstep: Class 17 contains 88335 members 
Mstep: Class 18 contains 11885 members 
Mstep: Class 19 contains 109013 members 
Mstep: Class 20 contains 62052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135344896.000000 Penalty: 65085.578125
Iteration 5F: 20 clusters Score -1.353449e+08 nChanged 124679
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 33792 members 
Mstep: Class 3 contains 16215 members 
Mstep: Class 4 contains 3478 members 
Mstep: Class 5 contains 39073 members 
Mstep: Class 6 contains 18720 members 
Mstep: Class 7 contains 18302 members 
Mstep: Class 8 contains 275318 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 79496 members 
Mstep: Class 11 contains 95008 members 
Mstep: Class 12 contains 43854 members 
Mstep: Class 13 contains 45357 members 
Mstep: Class 14 contains 6824 members 
Mstep: Class 15 contains 17979 members 
Mstep: Class 17 contains 84924 members 
Mstep: Class 18 contains 7433 members 
Mstep: Class 19 contains 136922 members 
Mstep: Class 20 contains 66559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135422688.000000 Penalty: 65085.578125
Iteration 6F: 20 clusters Score -1.354227e+08 nChanged 98191
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 31185 members 
Mstep: Class 3 contains 16225 members 
Mstep: Class 4 contains 3011 members 
Mstep: Class 5 contains 39243 members 
Mstep: Class 6 contains 17138 members 
Mstep: Class 7 contains 20018 members 
Mstep: Class 8 contains 264332 members 
Mstep: Class 9 contains 3107 members 
Mstep: Class 10 contains 74829 members 
Mstep: Class 11 contains 106643 members 
Mstep: Class 12 contains 39704 members 
Mstep: Class 13 contains 40933 members 
Mstep: Class 14 contains 6462 members 
Mstep: Class 15 contains 12754 members 
Mstep: Class 17 contains 81441 members 
Mstep: Class 18 contains 4347 members 
Mstep: Class 19 contains 164884 members 
Mstep: Class 20 contains 68749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2419.401855 but Gain 3425.554688
Score: -135488832.000000 Penalty: 61660.023438
Iteration 7F: 19 clusters Score -1.354888e+08 nChanged 86413
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 29592 members 
Mstep: Class 3 contains 16538 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 38563 members 
Mstep: Class 6 contains 16054 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 254123 members 
Mstep: Class 9 contains 3119 members 
Mstep: Class 10 contains 66282 members 
Mstep: Class 11 contains 119409 members 
Mstep: Class 12 contains 36460 members 
Mstep: Class 13 contains 35850 members 
Mstep: Class 14 contains 6336 members 
Mstep: Class 15 contains 9020 members 
Mstep: Class 17 contains 77735 members 
Mstep: Class 19 contains 193907 members 
Mstep: Class 20 contains 69319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135546816.000000 Penalty: 61660.023438
Iteration 8F: 19 clusters Score -1.355468e+08 nChanged 73921
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 28057 members 
Mstep: Class 3 contains 16803 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 37029 members 
Mstep: Class 6 contains 15244 members 
Mstep: Class 7 contains 22094 members 
Mstep: Class 8 contains 244607 members 
Mstep: Class 9 contains 3130 members 
Mstep: Class 10 contains 54861 members 
Mstep: Class 11 contains 132629 members 
Mstep: Class 12 contains 34140 members 
Mstep: Class 13 contains 30414 members 
Mstep: Class 14 contains 6254 members 
Mstep: Class 15 contains 6432 members 
Mstep: Class 17 contains 72401 members 
Mstep: Class 19 contains 221002 members 
Mstep: Class 20 contains 69166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135593248.000000 Penalty: 61660.023438
Iteration 9F: 19 clusters Score -1.355932e+08 nChanged 66630
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 26534 members 
Mstep: Class 3 contains 17128 members 
Mstep: Class 4 contains 1927 members 
Mstep: Class 5 contains 34905 members 
Mstep: Class 6 contains 14780 members 
Mstep: Class 7 contains 22574 members 
Mstep: Class 8 contains 236177 members 
Mstep: Class 9 contains 3145 members 
Mstep: Class 10 contains 43333 members 
Mstep: Class 11 contains 146569 members 
Mstep: Class 12 contains 32568 members 
Mstep: Class 13 contains 25220 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 4643 members 
Mstep: Class 17 contains 66251 members 
Mstep: Class 19 contains 246040 members 
Mstep: Class 20 contains 68584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135630336.000000 Penalty: 61660.023438
Iteration 10F: 19 clusters Score -1.356303e+08 nChanged 60598
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 24805 members 
Mstep: Class 3 contains 17524 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 32813 members 
Mstep: Class 6 contains 14643 members 
Mstep: Class 7 contains 22948 members 
Mstep: Class 8 contains 227806 members 
Mstep: Class 9 contains 3152 members 
Mstep: Class 10 contains 33696 members 
Mstep: Class 11 contains 160546 members 
Mstep: Class 12 contains 31720 members 
Mstep: Class 13 contains 20811 members 
Mstep: Class 14 contains 6154 members 
Mstep: Class 15 contains 3491 members 
Mstep: Class 17 contains 59739 members 
Mstep: Class 19 contains 267259 members 
Mstep: Class 20 contains 67781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2971.514404 but Gain 3425.558594
Score: -135657312.000000 Penalty: 58234.464844
Iteration 11F: 18 clusters Score -1.356573e+08 nChanged 57060
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 23061 members 
Mstep: Class 3 contains 18064 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 31250 members 
Mstep: Class 6 contains 14673 members 
Mstep: Class 7 contains 23262 members 
Mstep: Class 8 contains 219783 members 
Mstep: Class 9 contains 3157 members 
Mstep: Class 10 contains 26787 members 
Mstep: Class 11 contains 174629 members 
Mstep: Class 12 contains 31479 members 
Mstep: Class 13 contains 17588 members 
Mstep: Class 14 contains 6109 members 
Mstep: Class 17 contains 53393 members 
Mstep: Class 19 contains 284652 members 
Mstep: Class 20 contains 67119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135672864.000000 Penalty: 58234.464844
Iteration 12F: 18 clusters Score -1.356729e+08 nChanged 48163
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 21507 members 
Mstep: Class 3 contains 18855 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 30359 members 
Mstep: Class 6 contains 14844 members 
Mstep: Class 7 contains 23651 members 
Mstep: Class 8 contains 210480 members 
Mstep: Class 9 contains 3161 members 
Mstep: Class 10 contains 21792 members 
Mstep: Class 11 contains 187358 members 
Mstep: Class 12 contains 31528 members 
Mstep: Class 13 contains 15371 members 
Mstep: Class 14 contains 6037 members 
Mstep: Class 17 contains 47661 members 
Mstep: Class 19 contains 296046 members 
Mstep: Class 20 contains 66377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135678752.000000 Penalty: 58234.464844
Iteration 13Q: 18 clusters Score -1.356788e+08 nChanged 41346
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 20378 members 
Mstep: Class 3 contains 19727 members 
Mstep: Class 4 contains 1563 members 
Mstep: Class 5 contains 30038 members 
Mstep: Class 6 contains 15017 members 
Mstep: Class 7 contains 24123 members 
Mstep: Class 8 contains 201977 members 
Mstep: Class 9 contains 3161 members 
Mstep: Class 10 contains 18398 members 
Mstep: Class 11 contains 199222 members 
Mstep: Class 12 contains 31669 members 
Mstep: Class 13 contains 13915 members 
Mstep: Class 14 contains 5951 members 
Mstep: Class 17 contains 42502 members 
Mstep: Class 19 contains 303262 members 
Mstep: Class 20 contains 65671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135682240.000000 Penalty: 58234.464844
Iteration 14Q: 18 clusters Score -1.356822e+08 nChanged 35361
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19676 members 
Mstep: Class 3 contains 20612 members 
Mstep: Class 4 contains 1644 members 
Mstep: Class 5 contains 30050 members 
Mstep: Class 6 contains 15190 members 
Mstep: Class 7 contains 24598 members 
Mstep: Class 8 contains 194944 members 
Mstep: Class 9 contains 3160 members 
Mstep: Class 10 contains 16060 members 
Mstep: Class 11 contains 209699 members 
Mstep: Class 12 contains 31815 members 
Mstep: Class 13 contains 12923 members 
Mstep: Class 14 contains 5855 members 
Mstep: Class 17 contains 37978 members 
Mstep: Class 19 contains 307474 members 
Mstep: Class 20 contains 64895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135684496.000000 Penalty: 58234.464844
Iteration 15Q: 18 clusters Score -1.356845e+08 nChanged 30222
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19356 members 
Mstep: Class 3 contains 21504 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 30377 members 
Mstep: Class 6 contains 15285 members 
Mstep: Class 7 contains 25097 members 
Mstep: Class 8 contains 189523 members 
Mstep: Class 9 contains 3163 members 
Mstep: Class 10 contains 14428 members 
Mstep: Class 11 contains 218058 members 
Mstep: Class 12 contains 31943 members 
Mstep: Class 13 contains 12213 members 
Mstep: Class 14 contains 5744 members 
Mstep: Class 17 contains 34261 members 
Mstep: Class 19 contains 309804 members 
Mstep: Class 20 contains 64077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135689136.000000 Penalty: 58234.464844
Iteration 16Q: 18 clusters Score -1.356891e+08 nChanged 26041
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 19254 members 
Mstep: Class 3 contains 22354 members 
Mstep: Class 4 contains 1848 members 
Mstep: Class 5 contains 30758 members 
Mstep: Class 6 contains 15307 members 
Mstep: Class 7 contains 25529 members 
Mstep: Class 8 contains 185568 members 
Mstep: Class 9 contains 3163 members 
Mstep: Class 10 contains 13177 members 
Mstep: Class 11 contains 225130 members 
Mstep: Class 12 contains 32077 members 
Mstep: Class 13 contains 11711 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 17 contains 31192 members 
Mstep: Class 19 contains 310641 members 
Mstep: Class 20 contains 63251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135696592.000000 Penalty: 58234.464844
Iteration 17Q: 18 clusters Score -1.356966e+08 nChanged 23596
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 19361 members 
Mstep: Class 3 contains 23144 members 
Mstep: Class 4 contains 1985 members 
Mstep: Class 5 contains 30959 members 
Mstep: Class 6 contains 15186 members 
Mstep: Class 7 contains 25894 members 
Mstep: Class 8 contains 182856 members 
Mstep: Class 9 contains 3162 members 
Mstep: Class 10 contains 12099 members 
Mstep: Class 11 contains 232028 members 
Mstep: Class 12 contains 32100 members 
Mstep: Class 13 contains 11296 members 
Mstep: Class 14 contains 5473 members 
Mstep: Class 17 contains 28538 members 
Mstep: Class 19 contains 309998 members 
Mstep: Class 20 contains 62492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135704688.000000 Penalty: 58234.464844
Iteration 18Q: 18 clusters Score -1.357047e+08 nChanged 22449
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19546 members 
Mstep: Class 3 contains 23831 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 30701 members 
Mstep: Class 6 contains 15010 members 
Mstep: Class 7 contains 26168 members 
Mstep: Class 8 contains 180715 members 
Mstep: Class 9 contains 3163 members 
Mstep: Class 10 contains 11227 members 
Mstep: Class 11 contains 239492 members 
Mstep: Class 12 contains 31987 members 
Mstep: Class 13 contains 10951 members 
Mstep: Class 14 contains 5325 members 
Mstep: Class 17 contains 26399 members 
Mstep: Class 19 contains 308116 members 
Mstep: Class 20 contains 61808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135710880.000000 Penalty: 58234.464844
Iteration 19Q: 18 clusters Score -1.357109e+08 nChanged 21585
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19902 members 
Mstep: Class 3 contains 24423 members 
Mstep: Class 4 contains 2276 members 
Mstep: Class 5 contains 29950 members 
Mstep: Class 6 contains 14750 members 
Mstep: Class 7 contains 26371 members 
Mstep: Class 8 contains 179578 members 
Mstep: Class 9 contains 3163 members 
Mstep: Class 10 contains 10472 members 
Mstep: Class 11 contains 246491 members 
Mstep: Class 12 contains 31789 members 
Mstep: Class 13 contains 10655 members 
Mstep: Class 14 contains 5176 members 
Mstep: Class 17 contains 24768 members 
Mstep: Class 19 contains 305750 members 
Mstep: Class 20 contains 61059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135714400.000000 Penalty: 58234.464844
Iteration 20F: 18 clusters Score -1.357144e+08 nChanged 20346
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 20347 members 
Mstep: Class 3 contains 24959 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 14432 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 179316 members 
Mstep: Class 9 contains 3162 members 
Mstep: Class 10 contains 9817 members 
Mstep: Class 11 contains 251802 members 
Mstep: Class 12 contains 31641 members 
Mstep: Class 13 contains 10369 members 
Mstep: Class 14 contains 4979 members 
Mstep: Class 17 contains 23598 members 
Mstep: Class 19 contains 303812 members 
Mstep: Class 20 contains 60263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135714768.000000 Penalty: 58234.464844
Iteration 21Q: 18 clusters Score -1.357148e+08 nChanged 18125
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 21061 members 
Mstep: Class 3 contains 25500 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 28026 members 
Mstep: Class 6 contains 14053 members 
Mstep: Class 7 contains 26780 members 
Mstep: Class 8 contains 179707 members 
Mstep: Class 9 contains 3164 members 
Mstep: Class 10 contains 9193 members 
Mstep: Class 11 contains 254786 members 
Mstep: Class 12 contains 31462 members 
Mstep: Class 13 contains 10060 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 17 contains 22683 members 
Mstep: Class 19 contains 303009 members 
Mstep: Class 20 contains 59508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135715232.000000 Penalty: 58234.464844
Iteration 22Q: 18 clusters Score -1.357152e+08 nChanged 15585
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 21904 members 
Mstep: Class 3 contains 26066 members 
Mstep: Class 4 contains 3136 members 
Mstep: Class 5 contains 27335 members 
Mstep: Class 6 contains 13645 members 
Mstep: Class 7 contains 27004 members 
Mstep: Class 8 contains 180413 members 
Mstep: Class 9 contains 3166 members 
Mstep: Class 10 contains 8658 members 
Mstep: Class 11 contains 255609 members 
Mstep: Class 12 contains 31242 members 
Mstep: Class 13 contains 9743 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 17 contains 21948 members 
Mstep: Class 19 contains 303250 members 
Mstep: Class 20 contains 58887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135716576.000000 Penalty: 58234.464844
Iteration 23Q: 18 clusters Score -1.357166e+08 nChanged 13269
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 22776 members 
Mstep: Class 3 contains 26723 members 
Mstep: Class 4 contains 3492 members 
Mstep: Class 5 contains 26871 members 
Mstep: Class 6 contains 13183 members 
Mstep: Class 7 contains 27199 members 
Mstep: Class 8 contains 181337 members 
Mstep: Class 9 contains 3166 members 
Mstep: Class 10 contains 8232 members 
Mstep: Class 11 contains 254924 members 
Mstep: Class 12 contains 31123 members 
Mstep: Class 13 contains 9501 members 
Mstep: Class 14 contains 4366 members 
Mstep: Class 17 contains 21358 members 
Mstep: Class 19 contains 303987 members 
Mstep: Class 20 contains 58335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135717776.000000 Penalty: 58234.464844
Iteration 24Q: 18 clusters Score -1.357178e+08 nChanged 11763
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 23653 members 
Mstep: Class 3 contains 27444 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 26605 members 
Mstep: Class 6 contains 12744 members 
Mstep: Class 7 contains 27390 members 
Mstep: Class 8 contains 182297 members 
Mstep: Class 9 contains 3166 members 
Mstep: Class 10 contains 7853 members 
Mstep: Class 11 contains 253503 members 
Mstep: Class 12 contains 31037 members 
Mstep: Class 13 contains 9283 members 
Mstep: Class 14 contains 4194 members 
Mstep: Class 17 contains 20887 members 
Mstep: Class 19 contains 304869 members 
Mstep: Class 20 contains 57844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135718992.000000 Penalty: 58234.464844
Iteration 25Q: 18 clusters Score -1.35719e+08 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24519 members 
Mstep: Class 3 contains 28245 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 26490 members 
Mstep: Class 6 contains 12263 members 
Mstep: Class 7 contains 27567 members 
Mstep: Class 8 contains 183174 members 
Mstep: Class 9 contains 3167 members 
Mstep: Class 10 contains 7487 members 
Mstep: Class 11 contains 251860 members 
Mstep: Class 12 contains 30915 members 
Mstep: Class 13 contains 9094 members 
Mstep: Class 14 contains 4047 members 
Mstep: Class 17 contains 20486 members 
Mstep: Class 19 contains 305831 members 
Mstep: Class 20 contains 57400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135720736.000000 Penalty: 58234.464844
Iteration 26Q: 18 clusters Score -1.357207e+08 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 25378 members 
Mstep: Class 3 contains 29125 members 
Mstep: Class 4 contains 4183 members 
Mstep: Class 5 contains 26409 members 
Mstep: Class 6 contains 11780 members 
Mstep: Class 7 contains 27705 members 
Mstep: Class 8 contains 183950 members 
Mstep: Class 9 contains 3166 members 
Mstep: Class 10 contains 7154 members 
Mstep: Class 11 contains 250232 members 
Mstep: Class 12 contains 30848 members 
Mstep: Class 13 contains 8940 members 
Mstep: Class 14 contains 3931 members 
Mstep: Class 17 contains 20162 members 
Mstep: Class 19 contains 306610 members 
Mstep: Class 20 contains 56996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135722512.000000 Penalty: 58234.464844
Iteration 27Q: 18 clusters Score -1.357225e+08 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 26238 members 
Mstep: Class 3 contains 30109 members 
Mstep: Class 4 contains 4295 members 
Mstep: Class 5 contains 26312 members 
Mstep: Class 6 contains 11306 members 
Mstep: Class 7 contains 27844 members 
Mstep: Class 8 contains 184708 members 
Mstep: Class 9 contains 3166 members 
Mstep: Class 10 contains 6868 members 
Mstep: Class 11 contains 248724 members 
Mstep: Class 12 contains 30818 members 
Mstep: Class 13 contains 8788 members 
Mstep: Class 14 contains 3849 members 
Mstep: Class 17 contains 19877 members 
Mstep: Class 19 contains 307052 members 
Mstep: Class 20 contains 56615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135723888.000000 Penalty: 58234.464844
Iteration 28Q: 18 clusters Score -1.357239e+08 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 27019 members 
Mstep: Class 3 contains 31156 members 
Mstep: Class 4 contains 4305 members 
Mstep: Class 5 contains 26256 members 
Mstep: Class 6 contains 10829 members 
Mstep: Class 7 contains 27944 members 
Mstep: Class 8 contains 185525 members 
Mstep: Class 9 contains 3166 members 
Mstep: Class 10 contains 6658 members 
Mstep: Class 11 contains 247333 members 
Mstep: Class 12 contains 30641 members 
Mstep: Class 13 contains 8614 members 
Mstep: Class 14 contains 3798 members 
Mstep: Class 17 contains 19643 members 
Mstep: Class 19 contains 307398 members 
Mstep: Class 20 contains 56284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135726144.000000 Penalty: 58234.464844
Iteration 29Q: 18 clusters Score -1.357261e+08 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 27802 members 
Mstep: Class 3 contains 32272 members 
Mstep: Class 4 contains 4294 members 
Mstep: Class 5 contains 26183 members 
Mstep: Class 6 contains 10301 members 
Mstep: Class 7 contains 28039 members 
Mstep: Class 8 contains 186288 members 
Mstep: Class 9 contains 3165 members 
Mstep: Class 10 contains 6469 members 
Mstep: Class 11 contains 246001 members 
Mstep: Class 12 contains 30468 members 
Mstep: Class 13 contains 8456 members 
Mstep: Class 14 contains 3763 members 
Mstep: Class 17 contains 19416 members 
Mstep: Class 19 contains 307653 members 
Mstep: Class 20 contains 55999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135727936.000000 Penalty: 58234.464844
Iteration 30Q: 18 clusters Score -1.357279e+08 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 28609 members 
Mstep: Class 3 contains 33543 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 26073 members 
Mstep: Class 6 contains 9666 members 
Mstep: Class 7 contains 28092 members 
Mstep: Class 8 contains 187031 members 
Mstep: Class 9 contains 3167 members 
Mstep: Class 10 contains 6301 members 
Mstep: Class 11 contains 244791 members 
Mstep: Class 12 contains 30314 members 
Mstep: Class 13 contains 8322 members 
Mstep: Class 14 contains 3735 members 
Mstep: Class 17 contains 19228 members 
Mstep: Class 19 contains 307609 members 
Mstep: Class 20 contains 55764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135730112.000000 Penalty: 58234.464844
Iteration 31Q: 18 clusters Score -1.357301e+08 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 29319 members 
Mstep: Class 3 contains 34904 members 
Mstep: Class 4 contains 4382 members 
Mstep: Class 5 contains 25921 members 
Mstep: Class 6 contains 8970 members 
Mstep: Class 7 contains 28139 members 
Mstep: Class 8 contains 187759 members 
Mstep: Class 9 contains 3166 members 
Mstep: Class 10 contains 6141 members 
Mstep: Class 11 contains 243772 members 
Mstep: Class 12 contains 30150 members 
Mstep: Class 13 contains 8209 members 
Mstep: Class 14 contains 3720 members 
Mstep: Class 17 contains 19073 members 
Mstep: Class 19 contains 307435 members 
Mstep: Class 20 contains 55510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135731872.000000 Penalty: 58234.464844
Iteration 32Q: 18 clusters Score -1.357319e+08 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 29993 members 
Mstep: Class 3 contains 36213 members 
Mstep: Class 4 contains 4445 members 
Mstep: Class 5 contains 25733 members 
Mstep: Class 6 contains 8387 members 
Mstep: Class 7 contains 28188 members 
Mstep: Class 8 contains 188452 members 
Mstep: Class 9 contains 3165 members 
Mstep: Class 10 contains 6005 members 
Mstep: Class 11 contains 242816 members 
Mstep: Class 12 contains 29988 members 
Mstep: Class 13 contains 8096 members 
Mstep: Class 14 contains 3708 members 
Mstep: Class 17 contains 18936 members 
Mstep: Class 19 contains 307158 members 
Mstep: Class 20 contains 55287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135734672.000000 Penalty: 58234.464844
Iteration 33Q: 18 clusters Score -1.357347e+08 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 30694 members 
Mstep: Class 3 contains 37426 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 25471 members 
Mstep: Class 6 contains 7925 members 
Mstep: Class 7 contains 28219 members 
Mstep: Class 8 contains 189082 members 
Mstep: Class 9 contains 3164 members 
Mstep: Class 10 contains 5899 members 
Mstep: Class 11 contains 241936 members 
Mstep: Class 12 contains 29812 members 
Mstep: Class 13 contains 7988 members 
Mstep: Class 14 contains 3693 members 
Mstep: Class 17 contains 18806 members 
Mstep: Class 19 contains 306860 members 
Mstep: Class 20 contains 55080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135736800.000000 Penalty: 58234.464844
Iteration 34Q: 18 clusters Score -1.357368e+08 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 31342 members 
Mstep: Class 3 contains 38433 members 
Mstep: Class 4 contains 4601 members 
Mstep: Class 5 contains 25191 members 
Mstep: Class 6 contains 7602 members 
Mstep: Class 7 contains 28258 members 
Mstep: Class 8 contains 189723 members 
Mstep: Class 9 contains 3164 members 
Mstep: Class 10 contains 5818 members 
Mstep: Class 11 contains 240972 members 
Mstep: Class 12 contains 29635 members 
Mstep: Class 13 contains 7890 members 
Mstep: Class 14 contains 3673 members 
Mstep: Class 17 contains 18685 members 
Mstep: Class 19 contains 306710 members 
Mstep: Class 20 contains 54873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135737696.000000 Penalty: 58234.464844
Iteration 35Q: 18 clusters Score -1.357377e+08 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 31984 members 
Mstep: Class 3 contains 39280 members 
Mstep: Class 4 contains 4648 members 
Mstep: Class 5 contains 24891 members 
Mstep: Class 6 contains 7395 members 
Mstep: Class 7 contains 28321 members 
Mstep: Class 8 contains 190402 members 
Mstep: Class 9 contains 3162 members 
Mstep: Class 10 contains 5713 members 
Mstep: Class 11 contains 239967 members 
Mstep: Class 12 contains 29475 members 
Mstep: Class 13 contains 7773 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 17 contains 18591 members 
Mstep: Class 19 contains 306631 members 
Mstep: Class 20 contains 54679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135739424.000000 Penalty: 58234.464844
Iteration 36Q: 18 clusters Score -1.357394e+08 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 32571 members 
Mstep: Class 3 contains 40040 members 
Mstep: Class 4 contains 4703 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 7218 members 
Mstep: Class 7 contains 28378 members 
Mstep: Class 8 contains 191125 members 
Mstep: Class 9 contains 3161 members 
Mstep: Class 10 contains 5646 members 
Mstep: Class 11 contains 238938 members 
Mstep: Class 12 contains 29357 members 
Mstep: Class 13 contains 7684 members 
Mstep: Class 14 contains 3637 members 
Mstep: Class 17 contains 18522 members 
Mstep: Class 19 contains 306524 members 
Mstep: Class 20 contains 54493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135740768.000000 Penalty: 58234.464844
Iteration 37Q: 18 clusters Score -1.357408e+08 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 33155 members 
Mstep: Class 3 contains 40704 members 
Mstep: Class 4 contains 4755 members 
Mstep: Class 5 contains 24199 members 
Mstep: Class 6 contains 7087 members 
Mstep: Class 7 contains 28398 members 
Mstep: Class 8 contains 191862 members 
Mstep: Class 9 contains 3161 members 
Mstep: Class 10 contains 5613 members 
Mstep: Class 11 contains 237913 members 
Mstep: Class 12 contains 29370 members 
Mstep: Class 13 contains 7608 members 
Mstep: Class 14 contains 3629 members 
Mstep: Class 17 contains 18460 members 
Mstep: Class 19 contains 306346 members 
Mstep: Class 20 contains 54307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135741856.000000 Penalty: 58234.464844
Iteration 38Q: 18 clusters Score -1.357419e+08 nChanged 6233
Entering ConstructFrom: 
Score: -135741856.000000 Penalty: 58234.464844
Entering ConstructFrom: 
Trying to split cluster 1 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -73590.781250 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -73590.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72165.671875 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -72165.67 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72470.398438 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -72470.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -72589.859375 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -72589.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -72695.000000 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -72695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72889.992188 Penalty: 3179.446777
	Iteration 4F: 3 clusters Score -72889.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -73116.523438 Penalty: 3179.446777
	Iteration 5F: 3 clusters Score -73116.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -73333.085938 Penalty: 3179.446777
	Iteration 6F: 3 clusters Score -73333.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -73492.515625 Penalty: 3179.446777
	Iteration 7F: 3 clusters Score -73492.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -73630.179688 Penalty: 3179.446777
	Iteration 8F: 3 clusters Score -73630.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -73665.750000 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -73665.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -73683.789062 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -73683.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -73690.148438 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -73690.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -73692.695312 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -73692.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -73694.960938 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -73694.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -73699.000000 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -73699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -73699.000000 Penalty: 3179.446777
	Iteration 15F: 3 clusters Score -73699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 33652 members 
Mstep: Class 3 contains 41279 members 
Mstep: Class 4 contains 4796 members 
Mstep: Class 5 contains 23794 members 
Mstep: Class 6 contains 6999 members 
Mstep: Class 7 contains 28418 members 
Mstep: Class 8 contains 192636 members 
Mstep: Class 9 contains 3160 members 
Mstep: Class 10 contains 5611 members 
Mstep: Class 11 contains 237105 members 
Mstep: Class 12 contains 29367 members 
Mstep: Class 13 contains 7524 members 
Mstep: Class 14 contains 3623 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 17 contains 18415 members 
Mstep: Class 19 contains 306047 members 
Mstep: Class 20 contains 54141 members 
Entering Unmasked Estep 
Score: -135741296.000000 Penalty: 61660.023438
Splitting cluster 1 changes total score from -135741856.000000 to -135741296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (33652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Entering Unmasked Estep 
Score: -4698514.000000 Penalty: 2585.109375
	Iteration 0F: 2 clusters Score -4698514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -4675541.500000 Penalty: 5170.218750
	Iteration 0F: 3 clusters Score -4675542 nChanged 15312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -4683887.000000 Penalty: 5170.218750
	Iteration 1F: 3 clusters Score -4683887 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -4684390.000000 Penalty: 5170.218750
	Iteration 2Q: 3 clusters Score -4684390 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -4684840.500000 Penalty: 5170.218750
	Iteration 3Q: 3 clusters Score -4684840 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -4685336.000000 Penalty: 5170.218750
	Iteration 4Q: 3 clusters Score -4685336 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -4685946.500000 Penalty: 5170.218750
	Iteration 5Q: 3 clusters Score -4685946 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -4686709.000000 Penalty: 5170.218750
	Iteration 6Q: 3 clusters Score -4686709 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -4687794.500000 Penalty: 5170.218750
	Iteration 7F: 3 clusters Score -4687794 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -4689267.000000 Penalty: 5170.218750
	Iteration 8F: 3 clusters Score -4689267 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -4691017.000000 Penalty: 5170.218750
	Iteration 9F: 3 clusters Score -4691017 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -4692722.500000 Penalty: 5170.218750
	Iteration 10F: 3 clusters Score -4692722 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -4694137.500000 Penalty: 5170.218750
	Iteration 11Q: 3 clusters Score -4694138 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -4695076.000000 Penalty: 5170.218750
	Iteration 12Q: 3 clusters Score -4695076 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -4695663.500000 Penalty: 5170.218750
	Iteration 13Q: 3 clusters Score -4695664 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -4695945.000000 Penalty: 5170.218750
	Iteration 14Q: 3 clusters Score -4695945 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -4696137.000000 Penalty: 5170.218750
	Iteration 15Q: 3 clusters Score -4696137 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -4696247.500000 Penalty: 5170.218750
	Iteration 16Q: 3 clusters Score -4696248 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -4696362.000000 Penalty: 5170.218750
	Iteration 17Q: 3 clusters Score -4696362 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -4696468.000000 Penalty: 5170.218750
	Iteration 18Q: 3 clusters Score -4696468 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -4696568.500000 Penalty: 5170.218750
	Iteration 19Q: 3 clusters Score -4696568 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -4696606.500000 Penalty: 5170.218750
	Iteration 20F: 3 clusters Score -4696606 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -4696637.500000 Penalty: 5170.218750
	Iteration 21Q: 3 clusters Score -4696638 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -4696677.000000 Penalty: 5170.218750
	Iteration 22Q: 3 clusters Score -4696677 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -4696692.000000 Penalty: 5170.218750
	Iteration 23Q: 3 clusters Score -4696692 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -4696725.500000 Penalty: 5170.218750
	Iteration 24Q: 3 clusters Score -4696726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -4696748.500000 Penalty: 5170.218750
	Iteration 25Q: 3 clusters Score -4696748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -4696746.000000 Penalty: 5170.218750
	Iteration 26Q: 3 clusters Score -4696746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -4696756.000000 Penalty: 5170.218750
	Iteration 27Q: 3 clusters Score -4696756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -4696767.500000 Penalty: 5170.218750
	Iteration 28Q: 3 clusters Score -4696768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -4696774.500000 Penalty: 5170.218750
	Iteration 29Q: 3 clusters Score -4696774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -4696784.000000 Penalty: 5170.218750
	Iteration 30Q: 3 clusters Score -4696784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -4696781.000000 Penalty: 5170.218750
	Iteration 31Q: 3 clusters Score -4696781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -4696775.500000 Penalty: 5170.218750
	Iteration 32Q: 3 clusters Score -4696776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -4696784.000000 Penalty: 5170.218750
	Iteration 33Q: 3 clusters Score -4696784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -4696790.500000 Penalty: 5170.218750
	Iteration 34Q: 3 clusters Score -4696790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -4696795.000000 Penalty: 5170.218750
	Iteration 35Q: 3 clusters Score -4696795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -4696797.000000 Penalty: 5170.218750
	Iteration 36Q: 3 clusters Score -4696797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -4696794.000000 Penalty: 5170.218750
	Iteration 37Q: 3 clusters Score -4696794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -4696796.000000 Penalty: 5170.218750
	Iteration 38Q: 3 clusters Score -4696796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -4696792.000000 Penalty: 5170.218750
	Iteration 39Q: 3 clusters Score -4696792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -4696796.500000 Penalty: 5170.218750
	Iteration 40F: 3 clusters Score -4696796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -4696796.500000 Penalty: 5170.218750
	Iteration 41Q: 3 clusters Score -4696796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -4696800.500000 Penalty: 5170.218750
	Iteration 42Q: 3 clusters Score -4696800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -4696799.000000 Penalty: 5170.218750
	Iteration 43Q: 3 clusters Score -4696799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -4696800.500000 Penalty: 5170.218750
	Iteration 44Q: 3 clusters Score -4696800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -4696800.500000 Penalty: 5170.218750
	Iteration 45Q: 3 clusters Score -4696800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -4696800.500000 Penalty: 5170.218750
	Iteration 46F: 3 clusters Score -4696800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Entering Unmasked Estep 
Score: -5598004.000000 Penalty: 2635.770996
	Iteration 0F: 2 clusters Score -5598004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -5570065.500000 Penalty: 5271.541992
	Iteration 0F: 3 clusters Score -5570066 nChanged 18823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -5580360.500000 Penalty: 5271.541992
	Iteration 1F: 3 clusters Score -5580360 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -5580822.000000 Penalty: 5271.541992
	Iteration 2Q: 3 clusters Score -5580822 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -5581229.000000 Penalty: 5271.541992
	Iteration 3Q: 3 clusters Score -5581229 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -5581755.000000 Penalty: 5271.541992
	Iteration 4Q: 3 clusters Score -5581755 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -5582389.500000 Penalty: 5271.541992
	Iteration 5Q: 3 clusters Score -5582390 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -5583403.000000 Penalty: 5271.541992
	Iteration 6Q: 3 clusters Score -5583403 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -5585093.000000 Penalty: 5271.541992
	Iteration 7F: 3 clusters Score -5585093 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -5587560.500000 Penalty: 5271.541992
	Iteration 8F: 3 clusters Score -5587560 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -5590384.500000 Penalty: 5271.541992
	Iteration 9F: 3 clusters Score -5590384 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -5592738.000000 Penalty: 5271.541992
	Iteration 10F: 3 clusters Score -5592738 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -5594290.500000 Penalty: 5271.541992
	Iteration 11Q: 3 clusters Score -5594290 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -5595018.500000 Penalty: 5271.541992
	Iteration 12Q: 3 clusters Score -5595018 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -5595316.500000 Penalty: 5271.541992
	Iteration 13Q: 3 clusters Score -5595316 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -5595476.000000 Penalty: 5271.541992
	Iteration 14Q: 3 clusters Score -5595476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -5595555.000000 Penalty: 5271.541992
	Iteration 15Q: 3 clusters Score -5595555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -5595607.500000 Penalty: 5271.541992
	Iteration 16Q: 3 clusters Score -5595608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -5595633.500000 Penalty: 5271.541992
	Iteration 17Q: 3 clusters Score -5595634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -5595652.000000 Penalty: 5271.541992
	Iteration 18Q: 3 clusters Score -5595652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -5595658.500000 Penalty: 5271.541992
	Iteration 19Q: 3 clusters Score -5595658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -5595689.500000 Penalty: 5271.541992
	Iteration 20F: 3 clusters Score -5595690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -5595705.000000 Penalty: 5271.541992
	Iteration 21Q: 3 clusters Score -5595705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -5595722.500000 Penalty: 5271.541992
	Iteration 22Q: 3 clusters Score -5595722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -5595727.500000 Penalty: 5271.541992
	Iteration 23Q: 3 clusters Score -5595728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -5595727.500000 Penalty: 5271.541992
	Iteration 24F: 3 clusters Score -5595728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Entering Unmasked Estep 
Score: -625300.250000 Penalty: 2101.933350
	Iteration 0F: 2 clusters Score -625300.2 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 2349 members 
Entering Unmasked Estep 
Score: -620879.812500 Penalty: 4203.866699
	Iteration 0F: 3 clusters Score -620879.8 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -621928.375000 Penalty: 4203.866699
	Iteration 1F: 3 clusters Score -621928.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -622150.125000 Penalty: 4203.866699
	Iteration 2F: 3 clusters Score -622150.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -622323.437500 Penalty: 4203.866699
	Iteration 3F: 3 clusters Score -622323.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -622462.562500 Penalty: 4203.866699
	Iteration 4Q: 3 clusters Score -622462.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -622594.187500 Penalty: 4203.866699
	Iteration 5Q: 3 clusters Score -622594.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -622708.125000 Penalty: 4203.866699
	Iteration 6Q: 3 clusters Score -622708.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -622804.187500 Penalty: 4203.866699
	Iteration 7Q: 3 clusters Score -622804.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -622905.687500 Penalty: 4203.866699
	Iteration 8Q: 3 clusters Score -622905.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -623008.375000 Penalty: 4203.866699
	Iteration 9Q: 3 clusters Score -623008.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -623115.562500 Penalty: 4203.866699
	Iteration 10Q: 3 clusters Score -623115.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -623200.687500 Penalty: 4203.866699
	Iteration 11Q: 3 clusters Score -623200.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -623260.437500 Penalty: 4203.866699
	Iteration 12Q: 3 clusters Score -623260.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -623303.687500 Penalty: 4203.866699
	Iteration 13Q: 3 clusters Score -623303.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -623337.750000 Penalty: 4203.866699
	Iteration 14Q: 3 clusters Score -623337.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -623369.000000 Penalty: 4203.866699
	Iteration 15Q: 3 clusters Score -623369 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -623394.687500 Penalty: 4203.866699
	Iteration 16Q: 3 clusters Score -623394.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -623418.000000 Penalty: 4203.866699
	Iteration 17Q: 3 clusters Score -623418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -623434.562500 Penalty: 4203.866699
	Iteration 18Q: 3 clusters Score -623434.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -623448.375000 Penalty: 4203.866699
	Iteration 19Q: 3 clusters Score -623448.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -623457.562500 Penalty: 4203.866699
	Iteration 20F: 3 clusters Score -623457.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -623465.312500 Penalty: 4203.866699
	Iteration 21Q: 3 clusters Score -623465.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -623470.500000 Penalty: 4203.866699
	Iteration 22Q: 3 clusters Score -623470.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -623476.687500 Penalty: 4203.866699
	Iteration 23Q: 3 clusters Score -623476.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -623479.437500 Penalty: 4203.866699
	Iteration 24Q: 3 clusters Score -623479.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -623485.687500 Penalty: 4203.866699
	Iteration 25Q: 3 clusters Score -623485.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -623488.750000 Penalty: 4203.866699
	Iteration 26Q: 3 clusters Score -623488.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -623492.125000 Penalty: 4203.866699
	Iteration 27Q: 3 clusters Score -623492.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -623492.875000 Penalty: 4203.866699
	Iteration 28Q: 3 clusters Score -623492.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -623494.187500 Penalty: 4203.866699
	Iteration 29Q: 3 clusters Score -623494.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -623493.812500 Penalty: 4203.866699
	Iteration 30Q: 3 clusters Score -623493.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -623493.812500 Penalty: 4203.866699
	Iteration 31F: 3 clusters Score -623493.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Entering Unmasked Estep 
Score: -3330135.750000 Penalty: 2499.142822
	Iteration 0F: 2 clusters Score -3330136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -3313512.500000 Penalty: 4998.285645
	Iteration 0F: 3 clusters Score -3313512 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -3319442.250000 Penalty: 4998.285645
	Iteration 1F: 3 clusters Score -3319442 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -3319852.500000 Penalty: 4998.285645
	Iteration 2F: 3 clusters Score -3319852 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3320169.000000 Penalty: 4998.285645
	Iteration 3Q: 3 clusters Score -3320169 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -3320405.500000 Penalty: 4998.285645
	Iteration 4Q: 3 clusters Score -3320406 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3320617.000000 Penalty: 4998.285645
	Iteration 5Q: 3 clusters Score -3320617 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -3320808.500000 Penalty: 4998.285645
	Iteration 6Q: 3 clusters Score -3320808 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3321037.750000 Penalty: 4998.285645
	Iteration 7Q: 3 clusters Score -3321038 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3321291.750000 Penalty: 4998.285645
	Iteration 8Q: 3 clusters Score -3321292 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3321568.750000 Penalty: 4998.285645
	Iteration 9Q: 3 clusters Score -3321569 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3321933.250000 Penalty: 4998.285645
	Iteration 10Q: 3 clusters Score -3321933 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3322398.000000 Penalty: 4998.285645
	Iteration 11Q: 3 clusters Score -3322398 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3322957.500000 Penalty: 4998.285645
	Iteration 12Q: 3 clusters Score -3322958 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -3323556.500000 Penalty: 4998.285645
	Iteration 13Q: 3 clusters Score -3323556 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -3324193.000000 Penalty: 4998.285645
	Iteration 14Q: 3 clusters Score -3324193 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3324845.750000 Penalty: 4998.285645
	Iteration 15Q: 3 clusters Score -3324846 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3325472.250000 Penalty: 4998.285645
	Iteration 16Q: 3 clusters Score -3325472 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -3326035.750000 Penalty: 4998.285645
	Iteration 17Q: 3 clusters Score -3326036 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -3326529.500000 Penalty: 4998.285645
	Iteration 18Q: 3 clusters Score -3326530 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -3326966.250000 Penalty: 4998.285645
	Iteration 19Q: 3 clusters Score -3326966 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3327297.750000 Penalty: 4998.285645
	Iteration 20F: 3 clusters Score -3327298 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -3327560.000000 Penalty: 4998.285645
	Iteration 21Q: 3 clusters Score -3327560 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -3327736.250000 Penalty: 4998.285645
	Iteration 22Q: 3 clusters Score -3327736 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3327869.000000 Penalty: 4998.285645
	Iteration 23Q: 3 clusters Score -3327869 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3327957.750000 Penalty: 4998.285645
	Iteration 24Q: 3 clusters Score -3327958 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3328023.250000 Penalty: 4998.285645
	Iteration 25Q: 3 clusters Score -3328023 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -3328086.000000 Penalty: 4998.285645
	Iteration 26Q: 3 clusters Score -3328086 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -3328139.000000 Penalty: 4998.285645
	Iteration 27Q: 3 clusters Score -3328139 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -3328175.000000 Penalty: 4998.285645
	Iteration 28Q: 3 clusters Score -3328175 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -3328191.750000 Penalty: 4998.285645
	Iteration 29Q: 3 clusters Score -3328192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -3328204.250000 Penalty: 4998.285645
	Iteration 30Q: 3 clusters Score -3328204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3328219.500000 Penalty: 4998.285645
	Iteration 31Q: 3 clusters Score -3328220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -3328231.500000 Penalty: 4998.285645
	Iteration 32Q: 3 clusters Score -3328232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3328232.750000 Penalty: 4998.285645
	Iteration 33Q: 3 clusters Score -3328233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -3328238.000000 Penalty: 4998.285645
	Iteration 34Q: 3 clusters Score -3328238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -3328240.250000 Penalty: 4998.285645
	Iteration 35Q: 3 clusters Score -3328240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -3328235.250000 Penalty: 4998.285645
	Iteration 36Q: 3 clusters Score -3328235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -3328238.500000 Penalty: 4998.285645
	Iteration 37Q: 3 clusters Score -3328238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -3328246.750000 Penalty: 4998.285645
	Iteration 38Q: 3 clusters Score -3328247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -3328250.500000 Penalty: 4998.285645
	Iteration 39Q: 3 clusters Score -3328250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -3328253.500000 Penalty: 4998.285645
	Iteration 40F: 3 clusters Score -3328254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -3328257.250000 Penalty: 4998.285645
	Iteration 41Q: 3 clusters Score -3328257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -3328256.000000 Penalty: 4998.285645
	Iteration 42Q: 3 clusters Score -3328256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -3328258.750000 Penalty: 4998.285645
	Iteration 43Q: 3 clusters Score -3328259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -3328265.750000 Penalty: 4998.285645
	Iteration 44Q: 3 clusters Score -3328266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3328262.500000 Penalty: 4998.285645
	Iteration 45Q: 3 clusters Score -3328262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -3328264.000000 Penalty: 4998.285645
	Iteration 46Q: 3 clusters Score -3328264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -3328265.000000 Penalty: 4998.285645
	Iteration 47Q: 3 clusters Score -3328265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -3328268.000000 Penalty: 4998.285645
	Iteration 48Q: 3 clusters Score -3328268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3328266.250000 Penalty: 4998.285645
	Iteration 49Q: 3 clusters Score -3328266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -3328271.500000 Penalty: 4998.285645
	Iteration 50Q: 3 clusters Score -3328272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -3328267.000000 Penalty: 4998.285645
	Iteration 51Q: 3 clusters Score -3328267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -3328265.500000 Penalty: 4998.285645
	Iteration 52Q: 3 clusters Score -3328266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3328264.250000 Penalty: 4998.285645
	Iteration 53Q: 3 clusters Score -3328264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3328264.250000 Penalty: 4998.285645
	Iteration 54F: 3 clusters Score -3328264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Entering Unmasked Estep 
Score: -922927.500000 Penalty: 2195.673584
	Iteration 0F: 2 clusters Score -922927.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -917186.062500 Penalty: 4391.347168
	Iteration 0F: 3 clusters Score -917186.1 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -918691.875000 Penalty: 4391.347168
	Iteration 1F: 3 clusters Score -918691.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -919066.250000 Penalty: 4391.347168
	Iteration 2F: 3 clusters Score -919066.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -919331.375000 Penalty: 4391.347168
	Iteration 3F: 3 clusters Score -919331.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -919534.562500 Penalty: 4391.347168
	Iteration 4F: 3 clusters Score -919534.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -919742.125000 Penalty: 4391.347168
	Iteration 5Q: 3 clusters Score -919742.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -919931.437500 Penalty: 4391.347168
	Iteration 6Q: 3 clusters Score -919931.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -920121.500000 Penalty: 4391.347168
	Iteration 7Q: 3 clusters Score -920121.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -920330.875000 Penalty: 4391.347168
	Iteration 8Q: 3 clusters Score -920330.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -920523.375000 Penalty: 4391.347168
	Iteration 9Q: 3 clusters Score -920523.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -920705.062500 Penalty: 4391.347168
	Iteration 10Q: 3 clusters Score -920705.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -920890.750000 Penalty: 4391.347168
	Iteration 11Q: 3 clusters Score -920890.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -921028.062500 Penalty: 4391.347168
	Iteration 12Q: 3 clusters Score -921028.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -921109.250000 Penalty: 4391.347168
	Iteration 13Q: 3 clusters Score -921109.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -921163.937500 Penalty: 4391.347168
	Iteration 14Q: 3 clusters Score -921163.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -921208.687500 Penalty: 4391.347168
	Iteration 15Q: 3 clusters Score -921208.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -921234.562500 Penalty: 4391.347168
	Iteration 16Q: 3 clusters Score -921234.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -921251.875000 Penalty: 4391.347168
	Iteration 17Q: 3 clusters Score -921251.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -921260.687500 Penalty: 4391.347168
	Iteration 18Q: 3 clusters Score -921260.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -921270.875000 Penalty: 4391.347168
	Iteration 19Q: 3 clusters Score -921270.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -921281.375000 Penalty: 4391.347168
	Iteration 20F: 3 clusters Score -921281.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -921286.062500 Penalty: 4391.347168
	Iteration 21Q: 3 clusters Score -921286.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -921289.000000 Penalty: 4391.347168
	Iteration 22Q: 3 clusters Score -921289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -921289.750000 Penalty: 4391.347168
	Iteration 23Q: 3 clusters Score -921289.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -921290.687500 Penalty: 4391.347168
	Iteration 24Q: 3 clusters Score -921290.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -921291.437500 Penalty: 4391.347168
	Iteration 25Q: 3 clusters Score -921291.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -921290.187500 Penalty: 4391.347168
	Iteration 26Q: 3 clusters Score -921290.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -921293.437500 Penalty: 4391.347168
	Iteration 27Q: 3 clusters Score -921293.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -921297.062500 Penalty: 4391.347168
	Iteration 28Q: 3 clusters Score -921297.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -921301.125000 Penalty: 4391.347168
	Iteration 29Q: 3 clusters Score -921301.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -921304.687500 Penalty: 4391.347168
	Iteration 30Q: 3 clusters Score -921304.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -921304.375000 Penalty: 4391.347168
	Iteration 31Q: 3 clusters Score -921304.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -921307.750000 Penalty: 4391.347168
	Iteration 32Q: 3 clusters Score -921307.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -921307.750000 Penalty: 4391.347168
	Iteration 33Q: 3 clusters Score -921307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -921309.062500 Penalty: 4391.347168
	Iteration 34Q: 3 clusters Score -921309.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -921309.375000 Penalty: 4391.347168
	Iteration 35Q: 3 clusters Score -921309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -921309.000000 Penalty: 4391.347168
	Iteration 36Q: 3 clusters Score -921309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -921310.062500 Penalty: 4391.347168
	Iteration 37Q: 3 clusters Score -921310.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -921309.750000 Penalty: 4391.347168
	Iteration 38Q: 3 clusters Score -921309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -921310.875000 Penalty: 4391.347168
	Iteration 39Q: 3 clusters Score -921310.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -921312.062500 Penalty: 4391.347168
	Iteration 40F: 3 clusters Score -921312.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -921310.875000 Penalty: 4391.347168
	Iteration 41Q: 3 clusters Score -921310.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -921311.625000 Penalty: 4391.347168
	Iteration 42Q: 3 clusters Score -921311.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -921311.750000 Penalty: 4391.347168
	Iteration 43Q: 3 clusters Score -921311.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -921311.750000 Penalty: 4391.347168
	Iteration 44F: 3 clusters Score -921311.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Entering Unmasked Estep 
Score: -3977581.250000 Penalty: 2543.184814
	Iteration 0F: 2 clusters Score -3977581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3957910.000000 Penalty: 5086.369629
	Iteration 0F: 3 clusters Score -3957910 nChanged 12841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -3964893.750000 Penalty: 5086.369629
	Iteration 1F: 3 clusters Score -3964894 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -3965290.000000 Penalty: 5086.369629
	Iteration 2Q: 3 clusters Score -3965290 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -3965645.000000 Penalty: 5086.369629
	Iteration 3Q: 3 clusters Score -3965645 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -3965994.750000 Penalty: 5086.369629
	Iteration 4Q: 3 clusters Score -3965995 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3966382.500000 Penalty: 5086.369629
	Iteration 5Q: 3 clusters Score -3966382 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -3966840.250000 Penalty: 5086.369629
	Iteration 6Q: 3 clusters Score -3966840 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -3967413.500000 Penalty: 5086.369629
	Iteration 7Q: 3 clusters Score -3967414 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -3968226.000000 Penalty: 5086.369629
	Iteration 8F: 3 clusters Score -3968226 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -3969361.250000 Penalty: 5086.369629
	Iteration 9F: 3 clusters Score -3969361 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -3970664.000000 Penalty: 5086.369629
	Iteration 10F: 3 clusters Score -3970664 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -3972017.250000 Penalty: 5086.369629
	Iteration 11F: 3 clusters Score -3972017 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -3973159.000000 Penalty: 5086.369629
	Iteration 12F: 3 clusters Score -3973159 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -3974071.750000 Penalty: 5086.369629
	Iteration 13Q: 3 clusters Score -3974072 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -3974692.500000 Penalty: 5086.369629
	Iteration 14Q: 3 clusters Score -3974692 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3975013.250000 Penalty: 5086.369629
	Iteration 15Q: 3 clusters Score -3975013 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3975178.250000 Penalty: 5086.369629
	Iteration 16Q: 3 clusters Score -3975178 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3975315.500000 Penalty: 5086.369629
	Iteration 17Q: 3 clusters Score -3975316 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -3975413.000000 Penalty: 5086.369629
	Iteration 18Q: 3 clusters Score -3975413 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3975466.750000 Penalty: 5086.369629
	Iteration 19Q: 3 clusters Score -3975467 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3975502.750000 Penalty: 5086.369629
	Iteration 20F: 3 clusters Score -3975503 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3975533.750000 Penalty: 5086.369629
	Iteration 21Q: 3 clusters Score -3975534 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3975551.750000 Penalty: 5086.369629
	Iteration 22Q: 3 clusters Score -3975552 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -3975577.000000 Penalty: 5086.369629
	Iteration 23Q: 3 clusters Score -3975577 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -3975591.750000 Penalty: 5086.369629
	Iteration 24Q: 3 clusters Score -3975592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -3975598.750000 Penalty: 5086.369629
	Iteration 25Q: 3 clusters Score -3975599 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -3975603.250000 Penalty: 5086.369629
	Iteration 26Q: 3 clusters Score -3975603 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -3975614.750000 Penalty: 5086.369629
	Iteration 27Q: 3 clusters Score -3975615 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -3975634.750000 Penalty: 5086.369629
	Iteration 28Q: 3 clusters Score -3975635 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -3975651.500000 Penalty: 5086.369629
	Iteration 29Q: 3 clusters Score -3975652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -3975664.500000 Penalty: 5086.369629
	Iteration 30Q: 3 clusters Score -3975664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -3975666.500000 Penalty: 5086.369629
	Iteration 31Q: 3 clusters Score -3975666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -3975661.750000 Penalty: 5086.369629
	Iteration 32Q: 3 clusters Score -3975662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -3975673.250000 Penalty: 5086.369629
	Iteration 33Q: 3 clusters Score -3975673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -3975675.250000 Penalty: 5086.369629
	Iteration 34Q: 3 clusters Score -3975675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3975685.000000 Penalty: 5086.369629
	Iteration 35Q: 3 clusters Score -3975685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -3975692.500000 Penalty: 5086.369629
	Iteration 36Q: 3 clusters Score -3975692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3975691.000000 Penalty: 5086.369629
	Iteration 37Q: 3 clusters Score -3975691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -3975694.000000 Penalty: 5086.369629
	Iteration 38Q: 3 clusters Score -3975694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3975691.500000 Penalty: 5086.369629
	Iteration 39Q: 3 clusters Score -3975692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -3975695.500000 Penalty: 5086.369629
	Iteration 40F: 3 clusters Score -3975696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -3975702.750000 Penalty: 5086.369629
	Iteration 41Q: 3 clusters Score -3975703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -3975701.000000 Penalty: 5086.369629
	Iteration 42Q: 3 clusters Score -3975701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3975709.500000 Penalty: 5086.369629
	Iteration 43Q: 3 clusters Score -3975710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -3975715.750000 Penalty: 5086.369629
	Iteration 44Q: 3 clusters Score -3975716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3975707.500000 Penalty: 5086.369629
	Iteration 45Q: 3 clusters Score -3975708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3975714.000000 Penalty: 5086.369629
	Iteration 46Q: 3 clusters Score -3975714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -3975714.250000 Penalty: 5086.369629
	Iteration 47Q: 3 clusters Score -3975714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -3975711.500000 Penalty: 5086.369629
	Iteration 48Q: 3 clusters Score -3975712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3975719.000000 Penalty: 5086.369629
	Iteration 49Q: 3 clusters Score -3975719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -3975722.500000 Penalty: 5086.369629
	Iteration 50Q: 3 clusters Score -3975722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3975723.750000 Penalty: 5086.369629
	Iteration 51Q: 3 clusters Score -3975724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -3975731.250000 Penalty: 5086.369629
	Iteration 52Q: 3 clusters Score -3975731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -3975731.250000 Penalty: 5086.369629
	Iteration 53Q: 3 clusters Score -3975731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -3975730.250000 Penalty: 5086.369629
	Iteration 54Q: 3 clusters Score -3975730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -3975735.750000 Penalty: 5086.369629
	Iteration 55Q: 3 clusters Score -3975736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -3975738.250000 Penalty: 5086.369629
	Iteration 56Q: 3 clusters Score -3975738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -3975740.000000 Penalty: 5086.369629
	Iteration 57Q: 3 clusters Score -3975740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -3975734.750000 Penalty: 5086.369629
	Iteration 58Q: 3 clusters Score -3975735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3975740.500000 Penalty: 5086.369629
	Iteration 59Q: 3 clusters Score -3975740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3975737.250000 Penalty: 5086.369629
	Iteration 60F: 3 clusters Score -3975737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3975739.750000 Penalty: 5086.369629
	Iteration 61Q: 3 clusters Score -3975740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3975738.750000 Penalty: 5086.369629
	Iteration 62Q: 3 clusters Score -3975739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -3975744.500000 Penalty: 5086.369629
	Iteration 63Q: 3 clusters Score -3975744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -3975744.000000 Penalty: 5086.369629
	Iteration 64Q: 3 clusters Score -3975744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -3975742.250000 Penalty: 5086.369629
	Iteration 65Q: 3 clusters Score -3975742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3975747.000000 Penalty: 5086.369629
	Iteration 66Q: 3 clusters Score -3975747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3975742.250000 Penalty: 5086.369629
	Iteration 67Q: 3 clusters Score -3975742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -3975747.000000 Penalty: 5086.369629
	Iteration 68Q: 3 clusters Score -3975747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -3975750.000000 Penalty: 5086.369629
	Iteration 69Q: 3 clusters Score -3975750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -3975757.250000 Penalty: 5086.369629
	Iteration 70Q: 3 clusters Score -3975757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3975757.500000 Penalty: 5086.369629
	Iteration 71Q: 3 clusters Score -3975758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -3975759.750000 Penalty: 5086.369629
	Iteration 72Q: 3 clusters Score -3975760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -3975759.750000 Penalty: 5086.369629
	Iteration 73F: 3 clusters Score -3975760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (192636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192636 members 
Entering Unmasked Estep 
Score: -26936156.000000 Penalty: 3017.802490
	Iteration 0F: 2 clusters Score -2.693616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96639 members 
Mstep: Class 2 contains 95997 members 
Entering Unmasked Estep 
Score: -26819486.000000 Penalty: 6035.604980
	Iteration 0F: 3 clusters Score -2.681949e+07 nChanged 92445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100346 members 
Mstep: Class 2 contains 92290 members 
Entering Unmasked Estep 
Score: -26873662.000000 Penalty: 6035.604980
	Iteration 1F: 3 clusters Score -2.687366e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102926 members 
Mstep: Class 2 contains 89710 members 
Entering Unmasked Estep 
Score: -26874908.000000 Penalty: 6035.604980
	Iteration 2Q: 3 clusters Score -2.687491e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107013 members 
Mstep: Class 2 contains 85623 members 
Entering Unmasked Estep 
Score: -26877090.000000 Penalty: 6035.604980
	Iteration 3Q: 3 clusters Score -2.687709e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113255 members 
Mstep: Class 2 contains 79381 members 
Entering Unmasked Estep 
Score: -26881158.000000 Penalty: 6035.604980
	Iteration 4Q: 3 clusters Score -2.688116e+07 nChanged 11676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122525 members 
Mstep: Class 2 contains 70111 members 
Entering Unmasked Estep 
Score: -26888120.000000 Penalty: 6035.604980
	Iteration 5F: 3 clusters Score -2.688812e+07 nChanged 14614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135259 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -26898728.000000 Penalty: 6035.604980
	Iteration 6F: 3 clusters Score -2.689873e+07 nChanged 15780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149917 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -26911902.000000 Penalty: 6035.604980
	Iteration 7F: 3 clusters Score -2.69119e+07 nChanged 14035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163216 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -26924014.000000 Penalty: 6035.604980
	Iteration 8F: 3 clusters Score -2.692401e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172138 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -26931640.000000 Penalty: 6035.604980
	Iteration 9F: 3 clusters Score -2.693164e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176944 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -26935718.000000 Penalty: 6035.604980
	Iteration 10Q: 3 clusters Score -2.693572e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179627 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -26937158.000000 Penalty: 6035.604980
	Iteration 11Q: 3 clusters Score -2.693716e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181402 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -26937574.000000 Penalty: 6035.604980
	Iteration 12Q: 3 clusters Score -2.693757e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182748 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -26937872.000000 Penalty: 6035.604980
	Iteration 13Q: 3 clusters Score -2.693787e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183767 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -26937918.000000 Penalty: 6035.604980
	Iteration 14Q: 3 clusters Score -2.693792e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184534 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -26938066.000000 Penalty: 6035.604980
	Iteration 15Q: 3 clusters Score -2.693807e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185103 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -26938064.000000 Penalty: 6035.604980
	Iteration 16Q: 3 clusters Score -2.693806e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185529 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -26938024.000000 Penalty: 6035.604980
	Iteration 17Q: 3 clusters Score -2.693802e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185895 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -26937936.000000 Penalty: 6035.604980
	Iteration 18Q: 3 clusters Score -2.693794e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186198 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -26937836.000000 Penalty: 6035.604980
	Iteration 19Q: 3 clusters Score -2.693784e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186451 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -26937790.000000 Penalty: 6035.604980
	Iteration 20F: 3 clusters Score -2.693779e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186642 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -26937754.000000 Penalty: 6035.604980
	Iteration 21Q: 3 clusters Score -2.693775e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186791 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -26937682.000000 Penalty: 6035.604980
	Iteration 22Q: 3 clusters Score -2.693768e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186924 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -26937620.000000 Penalty: 6035.604980
	Iteration 23Q: 3 clusters Score -2.693762e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187031 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -26937604.000000 Penalty: 6035.604980
	Iteration 24Q: 3 clusters Score -2.69376e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187135 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -26937568.000000 Penalty: 6035.604980
	Iteration 25Q: 3 clusters Score -2.693757e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187213 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -26937538.000000 Penalty: 6035.604980
	Iteration 26Q: 3 clusters Score -2.693754e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187288 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -26937492.000000 Penalty: 6035.604980
	Iteration 27Q: 3 clusters Score -2.693749e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187349 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -26937496.000000 Penalty: 6035.604980
	Iteration 28Q: 3 clusters Score -2.69375e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187406 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -26937484.000000 Penalty: 6035.604980
	Iteration 29Q: 3 clusters Score -2.693748e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187454 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -26937474.000000 Penalty: 6035.604980
	Iteration 30Q: 3 clusters Score -2.693747e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187499 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -26937472.000000 Penalty: 6035.604980
	Iteration 31Q: 3 clusters Score -2.693747e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187536 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -26937470.000000 Penalty: 6035.604980
	Iteration 32Q: 3 clusters Score -2.693747e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187562 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -26937436.000000 Penalty: 6035.604980
	Iteration 33Q: 3 clusters Score -2.693744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187575 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -26937432.000000 Penalty: 6035.604980
	Iteration 34Q: 3 clusters Score -2.693743e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187588 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -26937444.000000 Penalty: 6035.604980
	Iteration 35Q: 3 clusters Score -2.693744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187603 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -26937452.000000 Penalty: 6035.604980
	Iteration 36Q: 3 clusters Score -2.693745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187619 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -26937432.000000 Penalty: 6035.604980
	Iteration 37Q: 3 clusters Score -2.693743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187627 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -26937426.000000 Penalty: 6035.604980
	Iteration 38Q: 3 clusters Score -2.693743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187634 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -26937416.000000 Penalty: 6035.604980
	Iteration 39Q: 3 clusters Score -2.693742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187643 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -26937422.000000 Penalty: 6035.604980
	Iteration 40F: 3 clusters Score -2.693742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187648 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -26937436.000000 Penalty: 6035.604980
	Iteration 41Q: 3 clusters Score -2.693744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187651 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -26937450.000000 Penalty: 6035.604980
	Iteration 42Q: 3 clusters Score -2.693745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187660 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -26937438.000000 Penalty: 6035.604980
	Iteration 43Q: 3 clusters Score -2.693744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187670 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -26937440.000000 Penalty: 6035.604980
	Iteration 44Q: 3 clusters Score -2.693744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187678 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -26937418.000000 Penalty: 6035.604980
	Iteration 45Q: 3 clusters Score -2.693742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187686 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -26937426.000000 Penalty: 6035.604980
	Iteration 46Q: 3 clusters Score -2.693743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187695 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -26937432.000000 Penalty: 6035.604980
	Iteration 47Q: 3 clusters Score -2.693743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187703 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -26937438.000000 Penalty: 6035.604980
	Iteration 48Q: 3 clusters Score -2.693744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187709 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -26937432.000000 Penalty: 6035.604980
	Iteration 49Q: 3 clusters Score -2.693743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187714 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -26937454.000000 Penalty: 6035.604980
	Iteration 50Q: 3 clusters Score -2.693745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187724 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -26937432.000000 Penalty: 6035.604980
	Iteration 51Q: 3 clusters Score -2.693743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187734 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -26937426.000000 Penalty: 6035.604980
	Iteration 52Q: 3 clusters Score -2.693743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187745 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -26937398.000000 Penalty: 6035.604980
	Iteration 53Q: 3 clusters Score -2.69374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187755 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -26937394.000000 Penalty: 6035.604980
	Iteration 54Q: 3 clusters Score -2.693739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187761 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -26937384.000000 Penalty: 6035.604980
	Iteration 55Q: 3 clusters Score -2.693738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187769 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -26937368.000000 Penalty: 6035.604980
	Iteration 56Q: 3 clusters Score -2.693737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187773 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -26937376.000000 Penalty: 6035.604980
	Iteration 57Q: 3 clusters Score -2.693738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187781 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -26937346.000000 Penalty: 6035.604980
	Iteration 58Q: 3 clusters Score -2.693735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187790 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -26937332.000000 Penalty: 6035.604980
	Iteration 59Q: 3 clusters Score -2.693733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187797 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -26937362.000000 Penalty: 6035.604980
	Iteration 60F: 3 clusters Score -2.693736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187799 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -26937376.000000 Penalty: 6035.604980
	Iteration 61Q: 3 clusters Score -2.693738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187802 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -26937376.000000 Penalty: 6035.604980
	Iteration 62Q: 3 clusters Score -2.693738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187805 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -26937372.000000 Penalty: 6035.604980
	Iteration 63Q: 3 clusters Score -2.693737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187809 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -26937380.000000 Penalty: 6035.604980
	Iteration 64Q: 3 clusters Score -2.693738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187810 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -26937372.000000 Penalty: 6035.604980
	Iteration 65Q: 3 clusters Score -2.693737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187811 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -26937384.000000 Penalty: 6035.604980
	Iteration 66Q: 3 clusters Score -2.693738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187811 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -26937384.000000 Penalty: 6035.604980
	Iteration 67F: 3 clusters Score -2.693738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 33652 members 
Mstep: Class 3 contains 41279 members 
Mstep: Class 4 contains 4796 members 
Mstep: Class 5 contains 23794 members 
Mstep: Class 6 contains 6999 members 
Mstep: Class 7 contains 28418 members 
Mstep: Class 8 contains 187811 members 
Mstep: Class 9 contains 3160 members 
Mstep: Class 10 contains 5611 members 
Mstep: Class 11 contains 237105 members 
Mstep: Class 12 contains 29367 members 
Mstep: Class 13 contains 7524 members 
Mstep: Class 14 contains 3623 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 17 contains 18415 members 
Mstep: Class 19 contains 306047 members 
Mstep: Class 20 contains 54141 members 
Entering Unmasked Estep 
Score: -135744528.000000 Penalty: 61660.023438
Splitting cluster 8 changes total score from -135741856.000000 to -135744528.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 9 (3160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Entering Unmasked Estep 
Score: -380826.937500 Penalty: 1998.465210
	Iteration 0F: 2 clusters Score -380826.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -377860.156250 Penalty: 3996.930420
	Iteration 0F: 3 clusters Score -377860.2 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -383227.062500 Penalty: 3996.930420
	Iteration 1F: 3 clusters Score -383227.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -387050.468750 Penalty: 3996.930420
	Iteration 2F: 3 clusters Score -387050.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -388212.375000 Penalty: 3996.930420
	Iteration 3F: 3 clusters Score -388212.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -388795.000000 Penalty: 3996.930420
	Iteration 4Q: 3 clusters Score -388795 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -389227.093750 Penalty: 3996.930420
	Iteration 5Q: 3 clusters Score -389227.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -389345.406250 Penalty: 3996.930420
	Iteration 6Q: 3 clusters Score -389345.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -389365.187500 Penalty: 3996.930420
	Iteration 7Q: 3 clusters Score -389365.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -389367.281250 Penalty: 3996.930420
	Iteration 8Q: 3 clusters Score -389367.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -389367.281250 Penalty: 3996.930420
	Iteration 9F: 3 clusters Score -389367.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 33652 members 
Mstep: Class 3 contains 41279 members 
Mstep: Class 4 contains 4796 members 
Mstep: Class 5 contains 23794 members 
Mstep: Class 6 contains 6999 members 
Mstep: Class 7 contains 28418 members 
Mstep: Class 8 contains 187811 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 5611 members 
Mstep: Class 11 contains 237105 members 
Mstep: Class 12 contains 29367 members 
Mstep: Class 13 contains 7524 members 
Mstep: Class 14 contains 3623 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 650 members 
Mstep: Class 17 contains 18415 members 
Mstep: Class 19 contains 306047 members 
Mstep: Class 20 contains 54141 members 
Entering Unmasked Estep 
Score: -135751712.000000 Penalty: 65085.578125
Splitting cluster 9 changes total score from -135741856.000000 to -135751712.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 10 (5611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Entering Unmasked Estep 
Score: -795246.312500 Penalty: 2140.856201
	Iteration 0F: 2 clusters Score -795246.3 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 2830 members 
Entering Unmasked Estep 
Score: -790331.937500 Penalty: 4281.712402
	Iteration 0F: 3 clusters Score -790331.9 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -791530.375000 Penalty: 4281.712402
	Iteration 1F: 3 clusters Score -791530.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -791728.750000 Penalty: 4281.712402
	Iteration 2F: 3 clusters Score -791728.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -791844.625000 Penalty: 4281.712402
	Iteration 3Q: 3 clusters Score -791844.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -791915.562500 Penalty: 4281.712402
	Iteration 4Q: 3 clusters Score -791915.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -791973.312500 Penalty: 4281.712402
	Iteration 5Q: 3 clusters Score -791973.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -792022.000000 Penalty: 4281.712402
	Iteration 6Q: 3 clusters Score -792022 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -792066.750000 Penalty: 4281.712402
	Iteration 7Q: 3 clusters Score -792066.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -792107.250000 Penalty: 4281.712402
	Iteration 8Q: 3 clusters Score -792107.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -792146.937500 Penalty: 4281.712402
	Iteration 9Q: 3 clusters Score -792146.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -792179.437500 Penalty: 4281.712402
	Iteration 10Q: 3 clusters Score -792179.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -792206.750000 Penalty: 4281.712402
	Iteration 11Q: 3 clusters Score -792206.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -792230.687500 Penalty: 4281.712402
	Iteration 12Q: 3 clusters Score -792230.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -792255.562500 Penalty: 4281.712402
	Iteration 13Q: 3 clusters Score -792255.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -792285.062500 Penalty: 4281.712402
	Iteration 14Q: 3 clusters Score -792285.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -792318.187500 Penalty: 4281.712402
	Iteration 15Q: 3 clusters Score -792318.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -792351.500000 Penalty: 4281.712402
	Iteration 16Q: 3 clusters Score -792351.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -792381.437500 Penalty: 4281.712402
	Iteration 17Q: 3 clusters Score -792381.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -792418.125000 Penalty: 4281.712402
	Iteration 18Q: 3 clusters Score -792418.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -792458.125000 Penalty: 4281.712402
	Iteration 19Q: 3 clusters Score -792458.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -792497.000000 Penalty: 4281.712402
	Iteration 20F: 3 clusters Score -792497 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -792543.062500 Penalty: 4281.712402
	Iteration 21Q: 3 clusters Score -792543.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -792587.312500 Penalty: 4281.712402
	Iteration 22Q: 3 clusters Score -792587.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -792646.187500 Penalty: 4281.712402
	Iteration 23Q: 3 clusters Score -792646.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -792715.250000 Penalty: 4281.712402
	Iteration 24Q: 3 clusters Score -792715.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -792790.437500 Penalty: 4281.712402
	Iteration 25Q: 3 clusters Score -792790.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -792858.750000 Penalty: 4281.712402
	Iteration 26Q: 3 clusters Score -792858.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -792920.312500 Penalty: 4281.712402
	Iteration 27Q: 3 clusters Score -792920.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -792977.062500 Penalty: 4281.712402
	Iteration 28Q: 3 clusters Score -792977.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -793025.875000 Penalty: 4281.712402
	Iteration 29Q: 3 clusters Score -793025.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -793071.125000 Penalty: 4281.712402
	Iteration 30Q: 3 clusters Score -793071.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -793120.312500 Penalty: 4281.712402
	Iteration 31Q: 3 clusters Score -793120.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -793160.687500 Penalty: 4281.712402
	Iteration 32Q: 3 clusters Score -793160.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -793189.187500 Penalty: 4281.712402
	Iteration 33Q: 3 clusters Score -793189.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -793214.062500 Penalty: 4281.712402
	Iteration 34Q: 3 clusters Score -793214.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -793235.250000 Penalty: 4281.712402
	Iteration 35Q: 3 clusters Score -793235.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -793261.187500 Penalty: 4281.712402
	Iteration 36Q: 3 clusters Score -793261.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -793285.125000 Penalty: 4281.712402
	Iteration 37Q: 3 clusters Score -793285.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -793299.750000 Penalty: 4281.712402
	Iteration 38Q: 3 clusters Score -793299.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -793309.937500 Penalty: 4281.712402
	Iteration 39Q: 3 clusters Score -793309.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -793319.562500 Penalty: 4281.712402
	Iteration 40F: 3 clusters Score -793319.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -793327.187500 Penalty: 4281.712402
	Iteration 41Q: 3 clusters Score -793327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -793329.687500 Penalty: 4281.712402
	Iteration 42Q: 3 clusters Score -793329.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -793330.625000 Penalty: 4281.712402
	Iteration 43Q: 3 clusters Score -793330.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -793332.687500 Penalty: 4281.712402
	Iteration 44Q: 3 clusters Score -793332.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -793335.125000 Penalty: 4281.712402
	Iteration 45Q: 3 clusters Score -793335.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -793337.000000 Penalty: 4281.712402
	Iteration 46Q: 3 clusters Score -793337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -793341.812500 Penalty: 4281.712402
	Iteration 47Q: 3 clusters Score -793341.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -793343.875000 Penalty: 4281.712402
	Iteration 48Q: 3 clusters Score -793343.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -793346.937500 Penalty: 4281.712402
	Iteration 49Q: 3 clusters Score -793346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -793348.562500 Penalty: 4281.712402
	Iteration 50Q: 3 clusters Score -793348.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -793352.375000 Penalty: 4281.712402
	Iteration 51Q: 3 clusters Score -793352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -793353.687500 Penalty: 4281.712402
	Iteration 52Q: 3 clusters Score -793353.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -793353.687500 Penalty: 4281.712402
	Iteration 53F: 3 clusters Score -793353.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (237105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237105 members 
Entering Unmasked Estep 
Score: -32994294.000000 Penalty: 3069.312012
	Iteration 0F: 2 clusters Score -3.299429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118876 members 
Mstep: Class 2 contains 118229 members 
Entering Unmasked Estep 
Score: -32857924.000000 Penalty: 6138.624023
	Iteration 0F: 3 clusters Score -3.285792e+07 nChanged 114360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126708 members 
Mstep: Class 2 contains 110397 members 
Entering Unmasked Estep 
Score: -32926746.000000 Penalty: 6138.624023
	Iteration 1F: 3 clusters Score -3.292675e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131563 members 
Mstep: Class 2 contains 105542 members 
Entering Unmasked Estep 
Score: -32929008.000000 Penalty: 6138.624023
	Iteration 2Q: 3 clusters Score -3.292901e+07 nChanged 10093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138598 members 
Mstep: Class 2 contains 98507 members 
Entering Unmasked Estep 
Score: -32932222.000000 Penalty: 6138.624023
	Iteration 3Q: 3 clusters Score -3.293222e+07 nChanged 12358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147994 members 
Mstep: Class 2 contains 89111 members 
Entering Unmasked Estep 
Score: -32936548.000000 Penalty: 6138.624023
	Iteration 4F: 3 clusters Score -3.293655e+07 nChanged 14748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159374 members 
Mstep: Class 2 contains 77731 members 
Entering Unmasked Estep 
Score: -32943078.000000 Penalty: 6138.624023
	Iteration 5F: 3 clusters Score -3.294308e+07 nChanged 15631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170779 members 
Mstep: Class 2 contains 66326 members 
Entering Unmasked Estep 
Score: -32951290.000000 Penalty: 6138.624023
	Iteration 6F: 3 clusters Score -3.295129e+07 nChanged 14764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179027 members 
Mstep: Class 2 contains 58078 members 
Entering Unmasked Estep 
Score: -32959912.000000 Penalty: 6138.624023
	Iteration 7F: 3 clusters Score -3.295991e+07 nChanged 12447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182404 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -32966304.000000 Penalty: 6138.624023
	Iteration 8F: 3 clusters Score -3.29663e+07 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182531 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -32969022.000000 Penalty: 6138.624023
	Iteration 9Q: 3 clusters Score -3.296902e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181452 members 
Mstep: Class 2 contains 55653 members 
Entering Unmasked Estep 
Score: -32969720.000000 Penalty: 6138.624023
	Iteration 10Q: 3 clusters Score -3.296972e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179937 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -32969410.000000 Penalty: 6138.624023
	Iteration 11Q: 3 clusters Score -3.296941e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178061 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -32969172.000000 Penalty: 6138.624023
	Iteration 12Q: 3 clusters Score -3.296917e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175842 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -32969222.000000 Penalty: 6138.624023
	Iteration 13Q: 3 clusters Score -3.296922e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173372 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
Score: -32969370.000000 Penalty: 6138.624023
	Iteration 14Q: 3 clusters Score -3.296937e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170662 members 
Mstep: Class 2 contains 66443 members 
Entering Unmasked Estep 
Score: -32969340.000000 Penalty: 6138.624023
	Iteration 15Q: 3 clusters Score -3.296934e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167790 members 
Mstep: Class 2 contains 69315 members 
Entering Unmasked Estep 
Score: -32969328.000000 Penalty: 6138.624023
	Iteration 16Q: 3 clusters Score -3.296933e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164739 members 
Mstep: Class 2 contains 72366 members 
Entering Unmasked Estep 
Score: -32969840.000000 Penalty: 6138.624023
	Iteration 17Q: 3 clusters Score -3.296984e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161588 members 
Mstep: Class 2 contains 75517 members 
Entering Unmasked Estep 
Score: -32970608.000000 Penalty: 6138.624023
	Iteration 18Q: 3 clusters Score -3.297061e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158353 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -32970910.000000 Penalty: 6138.624023
	Iteration 19Q: 3 clusters Score -3.297091e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155029 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
Score: -32971346.000000 Penalty: 6138.624023
	Iteration 20F: 3 clusters Score -3.297135e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151695 members 
Mstep: Class 2 contains 85410 members 
Entering Unmasked Estep 
Score: -32971570.000000 Penalty: 6138.624023
	Iteration 21Q: 3 clusters Score -3.297157e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148452 members 
Mstep: Class 2 contains 88653 members 
Entering Unmasked Estep 
Score: -32971868.000000 Penalty: 6138.624023
	Iteration 22Q: 3 clusters Score -3.297187e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145313 members 
Mstep: Class 2 contains 91792 members 
Entering Unmasked Estep 
Score: -32972316.000000 Penalty: 6138.624023
	Iteration 23Q: 3 clusters Score -3.297232e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142226 members 
Mstep: Class 2 contains 94879 members 
Entering Unmasked Estep 
Score: -32972746.000000 Penalty: 6138.624023
	Iteration 24Q: 3 clusters Score -3.297275e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139285 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -32973330.000000 Penalty: 6138.624023
	Iteration 25Q: 3 clusters Score -3.297333e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136629 members 
Mstep: Class 2 contains 100476 members 
Entering Unmasked Estep 
Score: -32973688.000000 Penalty: 6138.624023
	Iteration 26Q: 3 clusters Score -3.297369e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134005 members 
Mstep: Class 2 contains 103100 members 
Entering Unmasked Estep 
Score: -32973992.000000 Penalty: 6138.624023
	Iteration 27Q: 3 clusters Score -3.297399e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131423 members 
Mstep: Class 2 contains 105682 members 
Entering Unmasked Estep 
Score: -32974136.000000 Penalty: 6138.624023
	Iteration 28Q: 3 clusters Score -3.297414e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128915 members 
Mstep: Class 2 contains 108190 members 
Entering Unmasked Estep 
Score: -32974362.000000 Penalty: 6138.624023
	Iteration 29Q: 3 clusters Score -3.297436e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126481 members 
Mstep: Class 2 contains 110624 members 
Entering Unmasked Estep 
Score: -32974688.000000 Penalty: 6138.624023
	Iteration 30Q: 3 clusters Score -3.297469e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124118 members 
Mstep: Class 2 contains 112987 members 
Entering Unmasked Estep 
Score: -32974952.000000 Penalty: 6138.624023
	Iteration 31Q: 3 clusters Score -3.297495e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121696 members 
Mstep: Class 2 contains 115409 members 
Entering Unmasked Estep 
Score: -32975258.000000 Penalty: 6138.624023
	Iteration 32Q: 3 clusters Score -3.297526e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119030 members 
Mstep: Class 2 contains 118075 members 
Entering Unmasked Estep 
Score: -32975492.000000 Penalty: 6138.624023
	Iteration 33Q: 3 clusters Score -3.297549e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116318 members 
Mstep: Class 2 contains 120787 members 
Entering Unmasked Estep 
Score: -32975704.000000 Penalty: 6138.624023
	Iteration 34Q: 3 clusters Score -3.29757e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113579 members 
Mstep: Class 2 contains 123526 members 
Entering Unmasked Estep 
Score: -32975960.000000 Penalty: 6138.624023
	Iteration 35Q: 3 clusters Score -3.297596e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110772 members 
Mstep: Class 2 contains 126333 members 
Entering Unmasked Estep 
Score: -32976188.000000 Penalty: 6138.624023
	Iteration 36Q: 3 clusters Score -3.297619e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107897 members 
Mstep: Class 2 contains 129208 members 
Entering Unmasked Estep 
Score: -32976478.000000 Penalty: 6138.624023
	Iteration 37Q: 3 clusters Score -3.297648e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 132463 members 
Entering Unmasked Estep 
Score: -32976786.000000 Penalty: 6138.624023
	Iteration 38Q: 3 clusters Score -3.297679e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100994 members 
Mstep: Class 2 contains 136111 members 
Entering Unmasked Estep 
Score: -32977268.000000 Penalty: 6138.624023
	Iteration 39Q: 3 clusters Score -3.297727e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96747 members 
Mstep: Class 2 contains 140358 members 
Entering Unmasked Estep 
Score: -32977874.000000 Penalty: 6138.624023
	Iteration 40F: 3 clusters Score -3.297787e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91618 members 
Mstep: Class 2 contains 145487 members 
Entering Unmasked Estep 
Score: -32978272.000000 Penalty: 6138.624023
	Iteration 41Q: 3 clusters Score -3.297827e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85425 members 
Mstep: Class 2 contains 151680 members 
Entering Unmasked Estep 
Score: -32978914.000000 Penalty: 6138.624023
	Iteration 42Q: 3 clusters Score -3.297891e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77848 members 
Mstep: Class 2 contains 159257 members 
Entering Unmasked Estep 
Score: -32979902.000000 Penalty: 6138.624023
	Iteration 43Q: 3 clusters Score -3.29799e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69093 members 
Mstep: Class 2 contains 168012 members 
Entering Unmasked Estep 
Score: -32980532.000000 Penalty: 6138.624023
	Iteration 44Q: 3 clusters Score -3.298053e+07 nChanged 10304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58987 members 
Mstep: Class 2 contains 178118 members 
Entering Unmasked Estep 
Score: -32981416.000000 Penalty: 6138.624023
	Iteration 45Q: 3 clusters Score -3.298142e+07 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 188178 members 
Entering Unmasked Estep 
Score: -32982934.000000 Penalty: 6138.624023
	Iteration 46Q: 3 clusters Score -3.298293e+07 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 197483 members 
Entering Unmasked Estep 
Score: -32983806.000000 Penalty: 6138.624023
	Iteration 47Q: 3 clusters Score -3.298381e+07 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 205844 members 
Entering Unmasked Estep 
Score: -32983756.000000 Penalty: 6138.624023
	Iteration 48Q: 3 clusters Score -3.298376e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 212472 members 
Entering Unmasked Estep 
Score: -32983242.000000 Penalty: 6138.624023
	Iteration 49Q: 3 clusters Score -3.298324e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 217511 members 
Entering Unmasked Estep 
Score: -32984368.000000 Penalty: 6138.624023
	Iteration 50Q: 3 clusters Score -3.298437e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 221286 members 
Entering Unmasked Estep 
Score: -32985272.000000 Penalty: 6138.624023
	Iteration 51Q: 3 clusters Score -3.298527e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 224084 members 
Entering Unmasked Estep 
Score: -32986632.000000 Penalty: 6138.624023
	Iteration 52Q: 3 clusters Score -3.298663e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 226231 members 
Entering Unmasked Estep 
Score: -32988482.000000 Penalty: 6138.624023
	Iteration 53Q: 3 clusters Score -3.298848e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 227851 members 
Entering Unmasked Estep 
Score: -32989522.000000 Penalty: 6138.624023
	Iteration 54Q: 3 clusters Score -3.298952e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 229090 members 
Entering Unmasked Estep 
Score: -32990188.000000 Penalty: 6138.624023
	Iteration 55Q: 3 clusters Score -3.299019e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 230013 members 
Entering Unmasked Estep 
Score: -32990658.000000 Penalty: 6138.624023
	Iteration 56Q: 3 clusters Score -3.299066e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 230720 members 
Entering Unmasked Estep 
Score: -32990980.000000 Penalty: 6138.624023
	Iteration 57Q: 3 clusters Score -3.299098e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 231319 members 
Entering Unmasked Estep 
Score: -32991168.000000 Penalty: 6138.624023
	Iteration 58Q: 3 clusters Score -3.299117e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 231766 members 
Entering Unmasked Estep 
Score: -32991318.000000 Penalty: 6138.624023
	Iteration 59Q: 3 clusters Score -3.299132e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 232121 members 
Entering Unmasked Estep 
Score: -32992252.000000 Penalty: 6138.624023
	Iteration 60F: 3 clusters Score -3.299225e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 233416 members 
Entering Unmasked Estep 
Score: -32992624.000000 Penalty: 6138.624023
	Iteration 61Q: 3 clusters Score -3.299262e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 234152 members 
Entering Unmasked Estep 
Score: -32992734.000000 Penalty: 6138.624023
	Iteration 62Q: 3 clusters Score -3.299273e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 234644 members 
Entering Unmasked Estep 
Score: -32992742.000000 Penalty: 6138.624023
	Iteration 63Q: 3 clusters Score -3.299274e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 234951 members 
Entering Unmasked Estep 
Score: -32992690.000000 Penalty: 6138.624023
	Iteration 64Q: 3 clusters Score -3.299269e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 235167 members 
Entering Unmasked Estep 
Score: -32992712.000000 Penalty: 6138.624023
	Iteration 65Q: 3 clusters Score -3.299271e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 235320 members 
Entering Unmasked Estep 
Score: -32992794.000000 Penalty: 6138.624023
	Iteration 66Q: 3 clusters Score -3.299279e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 235438 members 
Entering Unmasked Estep 
Score: -32992750.000000 Penalty: 6138.624023
	Iteration 67Q: 3 clusters Score -3.299275e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 235517 members 
Entering Unmasked Estep 
Score: -32992768.000000 Penalty: 6138.624023
	Iteration 68Q: 3 clusters Score -3.299277e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 235584 members 
Entering Unmasked Estep 
Score: -32992828.000000 Penalty: 6138.624023
	Iteration 69Q: 3 clusters Score -3.299283e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 235645 members 
Entering Unmasked Estep 
Score: -32992810.000000 Penalty: 6138.624023
	Iteration 70Q: 3 clusters Score -3.299281e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 235703 members 
Entering Unmasked Estep 
Score: -32992810.000000 Penalty: 6138.624023
	Iteration 71Q: 3 clusters Score -3.299281e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 235746 members 
Entering Unmasked Estep 
Score: -32992808.000000 Penalty: 6138.624023
	Iteration 72Q: 3 clusters Score -3.299281e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 235789 members 
Entering Unmasked Estep 
Score: -32992812.000000 Penalty: 6138.624023
	Iteration 73Q: 3 clusters Score -3.299281e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 235815 members 
Entering Unmasked Estep 
Score: -32992812.000000 Penalty: 6138.624023
	Iteration 74Q: 3 clusters Score -3.299281e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 235835 members 
Entering Unmasked Estep 
Score: -32992814.000000 Penalty: 6138.624023
	Iteration 75Q: 3 clusters Score -3.299281e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 235852 members 
Entering Unmasked Estep 
Score: -32992836.000000 Penalty: 6138.624023
	Iteration 76Q: 3 clusters Score -3.299284e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 235863 members 
Entering Unmasked Estep 
Score: -32992822.000000 Penalty: 6138.624023
	Iteration 77Q: 3 clusters Score -3.299282e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 235871 members 
Entering Unmasked Estep 
Score: -32992834.000000 Penalty: 6138.624023
	Iteration 78Q: 3 clusters Score -3.299283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 235876 members 
Entering Unmasked Estep 
Score: -32992832.000000 Penalty: 6138.624023
	Iteration 79Q: 3 clusters Score -3.299283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 235879 members 
Entering Unmasked Estep 
Score: -32992840.000000 Penalty: 6138.624023
	Iteration 80F: 3 clusters Score -3.299284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 235884 members 
Entering Unmasked Estep 
Score: -32992840.000000 Penalty: 6138.624023
	Iteration 81Q: 3 clusters Score -3.299284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 235887 members 
Entering Unmasked Estep 
Score: -32992834.000000 Penalty: 6138.624023
	Iteration 82Q: 3 clusters Score -3.299283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 235890 members 
Entering Unmasked Estep 
Score: -32992830.000000 Penalty: 6138.624023
	Iteration 83Q: 3 clusters Score -3.299283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 235892 members 
Entering Unmasked Estep 
Score: -32992868.000000 Penalty: 6138.624023
	Iteration 84Q: 3 clusters Score -3.299287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 235890 members 
Entering Unmasked Estep 
Score: -32992850.000000 Penalty: 6138.624023
	Iteration 85Q: 3 clusters Score -3.299285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 235889 members 
Entering Unmasked Estep 
Score: -32992846.000000 Penalty: 6138.624023
	Iteration 86Q: 3 clusters Score -3.299285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 235889 members 
Entering Unmasked Estep 
Score: -32992846.000000 Penalty: 6138.624023
	Iteration 87F: 3 clusters Score -3.299285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Entering Unmasked Estep 
Score: -4160363.000000 Penalty: 2551.331543
	Iteration 0F: 2 clusters Score -4160363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -4139955.250000 Penalty: 5102.663086
	Iteration 0F: 3 clusters Score -4139955 nChanged 13350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -4147368.250000 Penalty: 5102.663086
	Iteration 1F: 3 clusters Score -4147368 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -4147892.250000 Penalty: 5102.663086
	Iteration 2F: 3 clusters Score -4147892 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -4148474.750000 Penalty: 5102.663086
	Iteration 3Q: 3 clusters Score -4148475 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -4149227.500000 Penalty: 5102.663086
	Iteration 4F: 3 clusters Score -4149228 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -4150237.500000 Penalty: 5102.663086
	Iteration 5F: 3 clusters Score -4150238 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -4151590.750000 Penalty: 5102.663086
	Iteration 6F: 3 clusters Score -4151591 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -4153327.250000 Penalty: 5102.663086
	Iteration 7F: 3 clusters Score -4153327 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -4155149.750000 Penalty: 5102.663086
	Iteration 8F: 3 clusters Score -4155150 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4156574.000000 Penalty: 5102.663086
	Iteration 9Q: 3 clusters Score -4156574 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4157332.750000 Penalty: 5102.663086
	Iteration 10Q: 3 clusters Score -4157333 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4157697.750000 Penalty: 5102.663086
	Iteration 11Q: 3 clusters Score -4157698 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4157858.250000 Penalty: 5102.663086
	Iteration 12Q: 3 clusters Score -4157858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4157949.000000 Penalty: 5102.663086
	Iteration 13Q: 3 clusters Score -4157949 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4157975.750000 Penalty: 5102.663086
	Iteration 14Q: 3 clusters Score -4157976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4158021.000000 Penalty: 5102.663086
	Iteration 15Q: 3 clusters Score -4158021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4158060.750000 Penalty: 5102.663086
	Iteration 16Q: 3 clusters Score -4158061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4158078.750000 Penalty: 5102.663086
	Iteration 17Q: 3 clusters Score -4158079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4158089.500000 Penalty: 5102.663086
	Iteration 18Q: 3 clusters Score -4158090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4158102.250000 Penalty: 5102.663086
	Iteration 19Q: 3 clusters Score -4158102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4158103.500000 Penalty: 5102.663086
	Iteration 20F: 3 clusters Score -4158104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4158109.250000 Penalty: 5102.663086
	Iteration 21Q: 3 clusters Score -4158109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4158112.750000 Penalty: 5102.663086
	Iteration 22Q: 3 clusters Score -4158113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4158110.500000 Penalty: 5102.663086
	Iteration 23Q: 3 clusters Score -4158110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4158113.250000 Penalty: 5102.663086
	Iteration 24Q: 3 clusters Score -4158113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4158114.250000 Penalty: 5102.663086
	Iteration 25Q: 3 clusters Score -4158114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4158119.000000 Penalty: 5102.663086
	Iteration 26Q: 3 clusters Score -4158119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4158119.000000 Penalty: 5102.663086
	Iteration 27F: 3 clusters Score -4158119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Entering Unmasked Estep 
Score: -1054768.125000 Penalty: 2213.611572
	Iteration 0F: 2 clusters Score -1054768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1048677.875000 Penalty: 4427.223145
	Iteration 0F: 3 clusters Score -1048678 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1050322.625000 Penalty: 4427.223145
	Iteration 1F: 3 clusters Score -1050323 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1050631.875000 Penalty: 4427.223145
	Iteration 2F: 3 clusters Score -1050632 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1050829.500000 Penalty: 4427.223145
	Iteration 3F: 3 clusters Score -1050830 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1050967.625000 Penalty: 4427.223145
	Iteration 4Q: 3 clusters Score -1050968 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1051089.750000 Penalty: 4427.223145
	Iteration 5Q: 3 clusters Score -1051090 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1051214.375000 Penalty: 4427.223145
	Iteration 6Q: 3 clusters Score -1051214 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1051339.500000 Penalty: 4427.223145
	Iteration 7Q: 3 clusters Score -1051340 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1051485.000000 Penalty: 4427.223145
	Iteration 8Q: 3 clusters Score -1051485 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1051642.375000 Penalty: 4427.223145
	Iteration 9Q: 3 clusters Score -1051642 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1051806.500000 Penalty: 4427.223145
	Iteration 10Q: 3 clusters Score -1051806 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1051948.000000 Penalty: 4427.223145
	Iteration 11Q: 3 clusters Score -1051948 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1052094.000000 Penalty: 4427.223145
	Iteration 12Q: 3 clusters Score -1052094 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1052220.125000 Penalty: 4427.223145
	Iteration 13Q: 3 clusters Score -1052220 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1052340.625000 Penalty: 4427.223145
	Iteration 14Q: 3 clusters Score -1052341 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1052454.250000 Penalty: 4427.223145
	Iteration 15Q: 3 clusters Score -1052454 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1052528.125000 Penalty: 4427.223145
	Iteration 16Q: 3 clusters Score -1052528 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1052578.250000 Penalty: 4427.223145
	Iteration 17Q: 3 clusters Score -1052578 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1052617.750000 Penalty: 4427.223145
	Iteration 18Q: 3 clusters Score -1052618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1052641.125000 Penalty: 4427.223145
	Iteration 19Q: 3 clusters Score -1052641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1052663.875000 Penalty: 4427.223145
	Iteration 20F: 3 clusters Score -1052664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1052684.750000 Penalty: 4427.223145
	Iteration 21Q: 3 clusters Score -1052685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1052714.750000 Penalty: 4427.223145
	Iteration 22Q: 3 clusters Score -1052715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1052734.125000 Penalty: 4427.223145
	Iteration 23Q: 3 clusters Score -1052734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1052753.875000 Penalty: 4427.223145
	Iteration 24Q: 3 clusters Score -1052754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1052761.625000 Penalty: 4427.223145
	Iteration 25Q: 3 clusters Score -1052762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1052774.625000 Penalty: 4427.223145
	Iteration 26Q: 3 clusters Score -1052775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1052786.125000 Penalty: 4427.223145
	Iteration 27Q: 3 clusters Score -1052786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1052792.125000 Penalty: 4427.223145
	Iteration 28Q: 3 clusters Score -1052792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1052792.125000 Penalty: 4427.223145
	Iteration 29F: 3 clusters Score -1052792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Entering Unmasked Estep 
Score: -464790.531250 Penalty: 2032.374390
	Iteration 0F: 2 clusters Score -464790.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -461162.812500 Penalty: 4064.748779
	Iteration 0F: 3 clusters Score -461162.8 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -462223.062500 Penalty: 4064.748779
	Iteration 1F: 3 clusters Score -462223.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -462671.562500 Penalty: 4064.748779
	Iteration 2F: 3 clusters Score -462671.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -463072.968750 Penalty: 4064.748779
	Iteration 3F: 3 clusters Score -463073 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -463467.093750 Penalty: 4064.748779
	Iteration 4F: 3 clusters Score -463467.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -463854.031250 Penalty: 4064.748779
	Iteration 5F: 3 clusters Score -463854 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -464308.062500 Penalty: 4064.748779
	Iteration 6F: 3 clusters Score -464308.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -464739.656250 Penalty: 4064.748779
	Iteration 7F: 3 clusters Score -464739.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -464994.906250 Penalty: 4064.748779
	Iteration 8F: 3 clusters Score -464994.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -465168.406250 Penalty: 4064.748779
	Iteration 9Q: 3 clusters Score -465168.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -465271.312500 Penalty: 4064.748779
	Iteration 10Q: 3 clusters Score -465271.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -465333.250000 Penalty: 4064.748779
	Iteration 11Q: 3 clusters Score -465333.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -465369.593750 Penalty: 4064.748779
	Iteration 12Q: 3 clusters Score -465369.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -465389.687500 Penalty: 4064.748779
	Iteration 13Q: 3 clusters Score -465389.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -465410.562500 Penalty: 4064.748779
	Iteration 14Q: 3 clusters Score -465410.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -465422.875000 Penalty: 4064.748779
	Iteration 15Q: 3 clusters Score -465422.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -465427.968750 Penalty: 4064.748779
	Iteration 16Q: 3 clusters Score -465428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -465432.062500 Penalty: 4064.748779
	Iteration 17Q: 3 clusters Score -465432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -465434.281250 Penalty: 4064.748779
	Iteration 18Q: 3 clusters Score -465434.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -465435.875000 Penalty: 4064.748779
	Iteration 19Q: 3 clusters Score -465435.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -465441.718750 Penalty: 4064.748779
	Iteration 20F: 3 clusters Score -465441.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -465451.937500 Penalty: 4064.748779
	Iteration 21Q: 3 clusters Score -465451.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -465456.937500 Penalty: 4064.748779
	Iteration 22Q: 3 clusters Score -465456.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -465458.906250 Penalty: 4064.748779
	Iteration 23Q: 3 clusters Score -465458.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -465458.906250 Penalty: 4064.748779
	Iteration 24F: 3 clusters Score -465458.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 33652 members 
Mstep: Class 3 contains 41279 members 
Mstep: Class 4 contains 4796 members 
Mstep: Class 5 contains 23794 members 
Mstep: Class 6 contains 6999 members 
Mstep: Class 7 contains 28418 members 
Mstep: Class 8 contains 187811 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 5611 members 
Mstep: Class 11 contains 237105 members 
Mstep: Class 12 contains 29367 members 
Mstep: Class 13 contains 7524 members 
Mstep: Class 14 contains 455 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 650 members 
Mstep: Class 17 contains 18415 members 
Mstep: Class 18 contains 3168 members 
Mstep: Class 19 contains 306047 members 
Mstep: Class 20 contains 54141 members 
Entering Unmasked Estep 
Score: -135750896.000000 Penalty: 68511.132812
Splitting cluster 14 changes total score from -135741856.000000 to -135750896.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 17 (18415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Entering Unmasked Estep 
Score: -2452307.750000 Penalty: 2435.588379
	Iteration 0F: 2 clusters Score -2452308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2439269.750000 Penalty: 4871.176758
	Iteration 0F: 3 clusters Score -2439270 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2443602.000000 Penalty: 4871.176758
	Iteration 1F: 3 clusters Score -2443602 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2444155.750000 Penalty: 4871.176758
	Iteration 2F: 3 clusters Score -2444156 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2444708.500000 Penalty: 4871.176758
	Iteration 3F: 3 clusters Score -2444708 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2445263.250000 Penalty: 4871.176758
	Iteration 4F: 3 clusters Score -2445263 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2445899.250000 Penalty: 4871.176758
	Iteration 5F: 3 clusters Score -2445899 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2446688.750000 Penalty: 4871.176758
	Iteration 6F: 3 clusters Score -2446689 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2447570.500000 Penalty: 4871.176758
	Iteration 7F: 3 clusters Score -2447570 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2448496.750000 Penalty: 4871.176758
	Iteration 8F: 3 clusters Score -2448497 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2449400.250000 Penalty: 4871.176758
	Iteration 9F: 3 clusters Score -2449400 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2450020.750000 Penalty: 4871.176758
	Iteration 10Q: 3 clusters Score -2450021 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2450291.500000 Penalty: 4871.176758
	Iteration 11Q: 3 clusters Score -2450292 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2450395.250000 Penalty: 4871.176758
	Iteration 12Q: 3 clusters Score -2450395 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2450440.250000 Penalty: 4871.176758
	Iteration 13Q: 3 clusters Score -2450440 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2450465.250000 Penalty: 4871.176758
	Iteration 14Q: 3 clusters Score -2450465 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2450497.500000 Penalty: 4871.176758
	Iteration 15Q: 3 clusters Score -2450498 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2450514.500000 Penalty: 4871.176758
	Iteration 16Q: 3 clusters Score -2450514 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2450528.500000 Penalty: 4871.176758
	Iteration 17Q: 3 clusters Score -2450528 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2450538.250000 Penalty: 4871.176758
	Iteration 18Q: 3 clusters Score -2450538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2450552.000000 Penalty: 4871.176758
	Iteration 19Q: 3 clusters Score -2450552 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2450558.500000 Penalty: 4871.176758
	Iteration 20F: 3 clusters Score -2450558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2450573.000000 Penalty: 4871.176758
	Iteration 21Q: 3 clusters Score -2450573 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2450572.500000 Penalty: 4871.176758
	Iteration 22Q: 3 clusters Score -2450572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2450578.250000 Penalty: 4871.176758
	Iteration 23Q: 3 clusters Score -2450578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2450591.500000 Penalty: 4871.176758
	Iteration 24Q: 3 clusters Score -2450592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2450598.250000 Penalty: 4871.176758
	Iteration 25Q: 3 clusters Score -2450598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2450596.500000 Penalty: 4871.176758
	Iteration 26Q: 3 clusters Score -2450596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2450599.000000 Penalty: 4871.176758
	Iteration 27Q: 3 clusters Score -2450599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2450601.500000 Penalty: 4871.176758
	Iteration 28Q: 3 clusters Score -2450602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2450611.250000 Penalty: 4871.176758
	Iteration 29Q: 3 clusters Score -2450611 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2450625.000000 Penalty: 4871.176758
	Iteration 30Q: 3 clusters Score -2450625 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2450629.500000 Penalty: 4871.176758
	Iteration 31Q: 3 clusters Score -2450630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2450641.500000 Penalty: 4871.176758
	Iteration 32Q: 3 clusters Score -2450642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2450636.750000 Penalty: 4871.176758
	Iteration 33Q: 3 clusters Score -2450637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2450642.750000 Penalty: 4871.176758
	Iteration 34Q: 3 clusters Score -2450643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2450646.750000 Penalty: 4871.176758
	Iteration 35Q: 3 clusters Score -2450647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2450651.750000 Penalty: 4871.176758
	Iteration 36Q: 3 clusters Score -2450652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2450657.000000 Penalty: 4871.176758
	Iteration 37Q: 3 clusters Score -2450657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2450657.250000 Penalty: 4871.176758
	Iteration 38Q: 3 clusters Score -2450657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2450657.000000 Penalty: 4871.176758
	Iteration 39Q: 3 clusters Score -2450657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2450658.750000 Penalty: 4871.176758
	Iteration 40F: 3 clusters Score -2450659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2450660.000000 Penalty: 4871.176758
	Iteration 41Q: 3 clusters Score -2450660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2450659.000000 Penalty: 4871.176758
	Iteration 42Q: 3 clusters Score -2450659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2450659.250000 Penalty: 4871.176758
	Iteration 43Q: 3 clusters Score -2450659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2450655.750000 Penalty: 4871.176758
	Iteration 44Q: 3 clusters Score -2450656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2450655.750000 Penalty: 4871.176758
	Iteration 45Q: 3 clusters Score -2450656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2450656.000000 Penalty: 4871.176758
	Iteration 46Q: 3 clusters Score -2450656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2450658.000000 Penalty: 4871.176758
	Iteration 47Q: 3 clusters Score -2450658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2450662.750000 Penalty: 4871.176758
	Iteration 48Q: 3 clusters Score -2450663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2450658.500000 Penalty: 4871.176758
	Iteration 49Q: 3 clusters Score -2450658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2450665.750000 Penalty: 4871.176758
	Iteration 50Q: 3 clusters Score -2450666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2450668.250000 Penalty: 4871.176758
	Iteration 51Q: 3 clusters Score -2450668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2450673.000000 Penalty: 4871.176758
	Iteration 52Q: 3 clusters Score -2450673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2450674.000000 Penalty: 4871.176758
	Iteration 53Q: 3 clusters Score -2450674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2450670.250000 Penalty: 4871.176758
	Iteration 54Q: 3 clusters Score -2450670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2450671.750000 Penalty: 4871.176758
	Iteration 55Q: 3 clusters Score -2450672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2450672.500000 Penalty: 4871.176758
	Iteration 56Q: 3 clusters Score -2450672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2450677.750000 Penalty: 4871.176758
	Iteration 57Q: 3 clusters Score -2450678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2450675.250000 Penalty: 4871.176758
	Iteration 58Q: 3 clusters Score -2450675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2450676.000000 Penalty: 4871.176758
	Iteration 59Q: 3 clusters Score -2450676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2450678.750000 Penalty: 4871.176758
	Iteration 60F: 3 clusters Score -2450679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2450680.750000 Penalty: 4871.176758
	Iteration 61Q: 3 clusters Score -2450681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2450676.000000 Penalty: 4871.176758
	Iteration 62Q: 3 clusters Score -2450676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2450677.000000 Penalty: 4871.176758
	Iteration 63Q: 3 clusters Score -2450677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2450681.750000 Penalty: 4871.176758
	Iteration 64Q: 3 clusters Score -2450682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2450681.000000 Penalty: 4871.176758
	Iteration 65Q: 3 clusters Score -2450681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2450678.750000 Penalty: 4871.176758
	Iteration 66Q: 3 clusters Score -2450679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2450679.250000 Penalty: 4871.176758
	Iteration 67Q: 3 clusters Score -2450679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2450679.250000 Penalty: 4871.176758
	Iteration 68F: 3 clusters Score -2450679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (306047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306047 members 
Entering Unmasked Estep 
Score: -41930916.000000 Penalty: 3132.610352
	Iteration 0F: 2 clusters Score -4.193092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152630 members 
Mstep: Class 2 contains 153417 members 
Entering Unmasked Estep 
Score: -41761636.000000 Penalty: 6265.220703
	Iteration 0F: 3 clusters Score -4.176164e+07 nChanged 148524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142308 members 
Mstep: Class 2 contains 163739 members 
Entering Unmasked Estep 
Score: -41851172.000000 Penalty: 6265.220703
	Iteration 1F: 3 clusters Score -4.185117e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135389 members 
Mstep: Class 2 contains 170658 members 
Entering Unmasked Estep 
Score: -41853876.000000 Penalty: 6265.220703
	Iteration 2Q: 3 clusters Score -4.185388e+07 nChanged 12405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125056 members 
Mstep: Class 2 contains 180991 members 
Entering Unmasked Estep 
Score: -41858288.000000 Penalty: 6265.220703
	Iteration 3Q: 3 clusters Score -4.185829e+07 nChanged 16417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109649 members 
Mstep: Class 2 contains 196398 members 
Entering Unmasked Estep 
Score: -41866272.000000 Penalty: 6265.220703
	Iteration 4F: 3 clusters Score -4.186627e+07 nChanged 21980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88079 members 
Mstep: Class 2 contains 217968 members 
Entering Unmasked Estep 
Score: -41880616.000000 Penalty: 6265.220703
	Iteration 5F: 3 clusters Score -4.188062e+07 nChanged 27377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 245251 members 
Entering Unmasked Estep 
Score: -41900932.000000 Penalty: 6265.220703
	Iteration 6F: 3 clusters Score -4.190093e+07 nChanged 28660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 273895 members 
Entering Unmasked Estep 
Score: -41916152.000000 Penalty: 6265.220703
	Iteration 7F: 3 clusters Score -4.191615e+07 nChanged 19520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 293405 members 
Entering Unmasked Estep 
Score: -41923956.000000 Penalty: 6265.220703
	Iteration 8F: 3 clusters Score -4.192396e+07 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 302136 members 
Entering Unmasked Estep 
Score: -41926292.000000 Penalty: 6265.220703
	Iteration 9Q: 3 clusters Score -4.192629e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 304803 members 
Entering Unmasked Estep 
Score: -41927320.000000 Penalty: 6265.220703
	Iteration 10Q: 3 clusters Score -4.192732e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 305486 members 
Entering Unmasked Estep 
Score: -41927812.000000 Penalty: 6265.220703
	Iteration 11Q: 3 clusters Score -4.192781e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 305668 members 
Entering Unmasked Estep 
Score: -41927964.000000 Penalty: 6265.220703
	Iteration 12Q: 3 clusters Score -4.192796e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 305732 members 
Entering Unmasked Estep 
Score: -41928052.000000 Penalty: 6265.220703
	Iteration 13Q: 3 clusters Score -4.192805e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 305752 members 
Entering Unmasked Estep 
Score: -41928084.000000 Penalty: 6265.220703
	Iteration 14Q: 3 clusters Score -4.192808e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 305765 members 
Entering Unmasked Estep 
Score: -41928116.000000 Penalty: 6265.220703
	Iteration 15Q: 3 clusters Score -4.192812e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 305779 members 
Entering Unmasked Estep 
Score: -41928120.000000 Penalty: 6265.220703
	Iteration 16Q: 3 clusters Score -4.192812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 305785 members 
Entering Unmasked Estep 
Score: -41928156.000000 Penalty: 6265.220703
	Iteration 17Q: 3 clusters Score -4.192816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 305788 members 
Entering Unmasked Estep 
Score: -41928152.000000 Penalty: 6265.220703
	Iteration 18Q: 3 clusters Score -4.192815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 305790 members 
Entering Unmasked Estep 
Score: -41928168.000000 Penalty: 6265.220703
	Iteration 19Q: 3 clusters Score -4.192817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 305796 members 
Entering Unmasked Estep 
Score: -41928180.000000 Penalty: 6265.220703
	Iteration 20F: 3 clusters Score -4.192818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 305798 members 
Entering Unmasked Estep 
Score: -41928176.000000 Penalty: 6265.220703
	Iteration 21Q: 3 clusters Score -4.192818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 305798 members 
Entering Unmasked Estep 
Score: -41928192.000000 Penalty: 6265.220703
	Iteration 22Q: 3 clusters Score -4.192819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 305800 members 
Entering Unmasked Estep 
Score: -41928200.000000 Penalty: 6265.220703
	Iteration 23Q: 3 clusters Score -4.19282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 305801 members 
Entering Unmasked Estep 
Score: -41928184.000000 Penalty: 6265.220703
	Iteration 24Q: 3 clusters Score -4.192818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 305800 members 
Entering Unmasked Estep 
Score: -41928212.000000 Penalty: 6265.220703
	Iteration 25Q: 3 clusters Score -4.192821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 305800 members 
Entering Unmasked Estep 
Score: -41928212.000000 Penalty: 6265.220703
	Iteration 26F: 3 clusters Score -4.192821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Entering Unmasked Estep 
Score: -7316615.000000 Penalty: 2703.038086
	Iteration 0F: 2 clusters Score -7316615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -7280201.000000 Penalty: 5406.076172
	Iteration 0F: 3 clusters Score -7280201 nChanged 25148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -7294506.500000 Penalty: 5406.076172
	Iteration 1F: 3 clusters Score -7294506 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -7295361.000000 Penalty: 5406.076172
	Iteration 2Q: 3 clusters Score -7295361 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -7296527.500000 Penalty: 5406.076172
	Iteration 3Q: 3 clusters Score -7296528 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -7298234.000000 Penalty: 5406.076172
	Iteration 4F: 3 clusters Score -7298234 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -7300583.500000 Penalty: 5406.076172
	Iteration 5F: 3 clusters Score -7300584 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -7303807.500000 Penalty: 5406.076172
	Iteration 6F: 3 clusters Score -7303808 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -7307203.500000 Penalty: 5406.076172
	Iteration 7F: 3 clusters Score -7307204 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -7310072.500000 Penalty: 5406.076172
	Iteration 8F: 3 clusters Score -7310072 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -7312303.000000 Penalty: 5406.076172
	Iteration 9Q: 3 clusters Score -7312303 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -7313774.000000 Penalty: 5406.076172
	Iteration 10Q: 3 clusters Score -7313774 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -7314840.500000 Penalty: 5406.076172
	Iteration 11Q: 3 clusters Score -7314840 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -7315699.500000 Penalty: 5406.076172
	Iteration 12Q: 3 clusters Score -7315700 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -7316224.000000 Penalty: 5406.076172
	Iteration 13Q: 3 clusters Score -7316224 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -7316482.000000 Penalty: 5406.076172
	Iteration 14Q: 3 clusters Score -7316482 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -7316603.000000 Penalty: 5406.076172
	Iteration 15Q: 3 clusters Score -7316603 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -7316651.500000 Penalty: 5406.076172
	Iteration 16Q: 3 clusters Score -7316652 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -7316682.500000 Penalty: 5406.076172
	Iteration 17Q: 3 clusters Score -7316682 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -7316721.500000 Penalty: 5406.076172
	Iteration 18Q: 3 clusters Score -7316722 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -7316720.500000 Penalty: 5406.076172
	Iteration 19Q: 3 clusters Score -7316720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -7316723.500000 Penalty: 5406.076172
	Iteration 20F: 3 clusters Score -7316724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -7316733.000000 Penalty: 5406.076172
	Iteration 21Q: 3 clusters Score -7316733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -7316737.500000 Penalty: 5406.076172
	Iteration 22Q: 3 clusters Score -7316738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -7316735.000000 Penalty: 5406.076172
	Iteration 23Q: 3 clusters Score -7316735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -7316737.500000 Penalty: 5406.076172
	Iteration 24Q: 3 clusters Score -7316738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -7316732.500000 Penalty: 5406.076172
	Iteration 25Q: 3 clusters Score -7316732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -7316746.000000 Penalty: 5406.076172
	Iteration 26Q: 3 clusters Score -7316746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -7316734.500000 Penalty: 5406.076172
	Iteration 27Q: 3 clusters Score -7316734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -7316730.500000 Penalty: 5406.076172
	Iteration 28Q: 3 clusters Score -7316730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -7316731.000000 Penalty: 5406.076172
	Iteration 29Q: 3 clusters Score -7316731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -7316727.000000 Penalty: 5406.076172
	Iteration 30Q: 3 clusters Score -7316727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -7316732.000000 Penalty: 5406.076172
	Iteration 31Q: 3 clusters Score -7316732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -7316731.000000 Penalty: 5406.076172
	Iteration 32Q: 3 clusters Score -7316731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -7316729.500000 Penalty: 5406.076172
	Iteration 33Q: 3 clusters Score -7316730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -7316731.500000 Penalty: 5406.076172
	Iteration 34Q: 3 clusters Score -7316732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -7316729.500000 Penalty: 5406.076172
	Iteration 35Q: 3 clusters Score -7316730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -7316733.500000 Penalty: 5406.076172
	Iteration 36Q: 3 clusters Score -7316734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -7316733.000000 Penalty: 5406.076172
	Iteration 37Q: 3 clusters Score -7316733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -7316733.000000 Penalty: 5406.076172
	Iteration 38F: 3 clusters Score -7316733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 33652 members 
Mstep: Class 3 contains 41279 members 
Mstep: Class 4 contains 4796 members 
Mstep: Class 5 contains 23794 members 
Mstep: Class 6 contains 6999 members 
Mstep: Class 7 contains 28418 members 
Mstep: Class 8 contains 187811 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 5611 members 
Mstep: Class 11 contains 237105 members 
Mstep: Class 12 contains 29367 members 
Mstep: Class 13 contains 7524 members 
Mstep: Class 14 contains 455 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 650 members 
Mstep: Class 17 contains 18415 members 
Mstep: Class 18 contains 3168 members 
Mstep: Class 19 contains 306047 members 
Mstep: Class 20 contains 4528 members 
Mstep: Class 21 contains 49613 members 
Entering Unmasked Estep 
Score: -135750112.000000 Penalty: 71936.695312
Splitting cluster 20 changes total score from -135741856.000000 to -135750112.000000
So it's getting split into cluster 21.
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 33652 members 
Mstep: Class 3 contains 41279 members 
Mstep: Class 4 contains 4796 members 
Mstep: Class 5 contains 23794 members 
Mstep: Class 6 contains 6999 members 
Mstep: Class 7 contains 28418 members 
Mstep: Class 8 contains 187811 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 5611 members 
Mstep: Class 11 contains 237105 members 
Mstep: Class 12 contains 29367 members 
Mstep: Class 13 contains 7524 members 
Mstep: Class 14 contains 455 members 
Mstep: Class 17 contains 18415 members 
Mstep: Class 19 contains 306047 members 
Mstep: Class 20 contains 4528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135752608.000000 Penalty: 71936.695312
Iteration 39Q: 22 clusters Score -1.357526e+08 nChanged 10512
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 34171 members 
Mstep: Class 3 contains 41737 members 
Mstep: Class 4 contains 4961 members 
Mstep: Class 5 contains 23327 members 
Mstep: Class 6 contains 6932 members 
Mstep: Class 7 contains 28479 members 
Mstep: Class 8 contains 189548 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 5605 members 
Mstep: Class 11 contains 236861 members 
Mstep: Class 12 contains 29153 members 
Mstep: Class 13 contains 7421 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 654 members 
Mstep: Class 17 contains 18255 members 
Mstep: Class 18 contains 3314 members 
Mstep: Class 19 contains 305417 members 
Mstep: Class 20 contains 5086 members 
Mstep: Class 21 contains 47639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135757120.000000 Penalty: 71936.695312
Iteration 40F: 22 clusters Score -1.357571e+08 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 34638 members 
Mstep: Class 3 contains 42599 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 22877 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 28511 members 
Mstep: Class 8 contains 190557 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 5619 members 
Mstep: Class 11 contains 236392 members 
Mstep: Class 12 contains 29172 members 
Mstep: Class 13 contains 7314 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 5128 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 18051 members 
Mstep: Class 18 contains 3395 members 
Mstep: Class 19 contains 304500 members 
Mstep: Class 20 contains 5457 members 
Mstep: Class 21 contains 47262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135760400.000000 Penalty: 71936.695312
Iteration 41Q: 22 clusters Score -1.357604e+08 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 35088 members 
Mstep: Class 3 contains 43256 members 
Mstep: Class 4 contains 5103 members 
Mstep: Class 5 contains 22370 members 
Mstep: Class 6 contains 6113 members 
Mstep: Class 7 contains 28524 members 
Mstep: Class 8 contains 191569 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 5673 members 
Mstep: Class 11 contains 235832 members 
Mstep: Class 12 contains 29219 members 
Mstep: Class 13 contains 7213 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 17905 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 303618 members 
Mstep: Class 20 contains 5830 members 
Mstep: Class 21 contains 46946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135763712.000000 Penalty: 71936.695312
Iteration 42Q: 22 clusters Score -1.357637e+08 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 35483 members 
Mstep: Class 3 contains 43721 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 21873 members 
Mstep: Class 6 contains 5923 members 
Mstep: Class 7 contains 28535 members 
Mstep: Class 8 contains 192627 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 235222 members 
Mstep: Class 12 contains 29224 members 
Mstep: Class 13 contains 7143 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 5322 members 
Mstep: Class 16 contains 660 members 
Mstep: Class 17 contains 17761 members 
Mstep: Class 18 contains 3485 members 
Mstep: Class 19 contains 302893 members 
Mstep: Class 20 contains 6210 members 
Mstep: Class 21 contains 46659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135766912.000000 Penalty: 71936.695312
Iteration 43Q: 22 clusters Score -1.357669e+08 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 35787 members 
Mstep: Class 3 contains 44079 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 5780 members 
Mstep: Class 7 contains 28538 members 
Mstep: Class 8 contains 193770 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 5762 members 
Mstep: Class 11 contains 234676 members 
Mstep: Class 12 contains 29263 members 
Mstep: Class 13 contains 7059 members 
Mstep: Class 14 contains 444 members 
Mstep: Class 15 contains 5404 members 
Mstep: Class 16 contains 663 members 
Mstep: Class 17 contains 17648 members 
Mstep: Class 18 contains 3512 members 
Mstep: Class 19 contains 302217 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 21 contains 46354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135769296.000000 Penalty: 71936.695312
Iteration 44Q: 22 clusters Score -1.357693e+08 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 36059 members 
Mstep: Class 3 contains 44301 members 
Mstep: Class 4 contains 5141 members 
Mstep: Class 5 contains 20839 members 
Mstep: Class 6 contains 5678 members 
Mstep: Class 7 contains 28522 members 
Mstep: Class 8 contains 194896 members 
Mstep: Class 9 contains 2534 members 
Mstep: Class 10 contains 5817 members 
Mstep: Class 11 contains 234216 members 
Mstep: Class 12 contains 29339 members 
Mstep: Class 13 contains 6959 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 17554 members 
Mstep: Class 18 contains 3534 members 
Mstep: Class 19 contains 301589 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 46074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135770944.000000 Penalty: 71936.695312
Iteration 45Q: 22 clusters Score -1.357709e+08 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36272 members 
Mstep: Class 3 contains 44451 members 
Mstep: Class 4 contains 5142 members 
Mstep: Class 5 contains 20337 members 
Mstep: Class 6 contains 5609 members 
Mstep: Class 7 contains 28515 members 
Mstep: Class 8 contains 196061 members 
Mstep: Class 9 contains 2532 members 
Mstep: Class 10 contains 5881 members 
Mstep: Class 11 contains 233872 members 
Mstep: Class 12 contains 29376 members 
Mstep: Class 13 contains 6849 members 
Mstep: Class 14 contains 444 members 
Mstep: Class 15 contains 5538 members 
Mstep: Class 16 contains 666 members 
Mstep: Class 17 contains 17465 members 
Mstep: Class 18 contains 3542 members 
Mstep: Class 19 contains 300905 members 
Mstep: Class 20 contains 7322 members 
Mstep: Class 21 contains 45801 members 
Entering Unmasked Estep 
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Score: -135772960.000000 Penalty: 71936.695312
Iteration 46Q: 22 clusters Score -1.35773e+08 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36464 members 
Mstep: Class 3 contains 44534 members 
Mstep: Class 4 contains 5154 members 
Mstep: Class 5 contains 19816 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 28502 members 
Mstep: Class 8 contains 197187 members 
Mstep: Class 9 contains 2531 members 
Mstep: Class 10 contains 5950 members 
Mstep: Class 11 contains 233618 members 
Mstep: Class 12 contains 29453 members 
Mstep: Class 13 contains 6772 members 
Mstep: Class 14 contains 444 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 17391 members 
Mstep: Class 18 contains 3546 members 
Mstep: Class 19 contains 300170 members 
Mstep: Class 20 contains 7683 members 
Mstep: Class 21 contains 45541 members 
Entering Unmasked Estep 
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Iteration 47Q: 22 clusters Score -1.357748e+08 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 36639 members 
Mstep: Class 3 contains 44571 members 
Mstep: Class 4 contains 5156 members 
Mstep: Class 5 contains 19327 members 
Mstep: Class 6 contains 5509 members 
Mstep: Class 7 contains 28495 members 
Mstep: Class 8 contains 198269 members 
Mstep: Class 9 contains 2528 members 
Mstep: Class 10 contains 6018 members 
Mstep: Class 11 contains 233382 members 
Mstep: Class 12 contains 29558 members 
Mstep: Class 13 contains 6717 members 
Mstep: Class 14 contains 444 members 
Mstep: Class 15 contains 5689 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 17312 members 
Mstep: Class 18 contains 3547 members 
Mstep: Class 19 contains 299412 members 
Mstep: Class 20 contains 7993 members 
Mstep: Class 21 contains 45344 members 
Entering Unmasked Estep 
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Iteration 48Q: 22 clusters Score -1.357763e+08 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 36783 members 
Mstep: Class 3 contains 44567 members 
Mstep: Class 4 contains 5167 members 
Mstep: Class 5 contains 18841 members 
Mstep: Class 6 contains 5470 members 
Mstep: Class 7 contains 28487 members 
Mstep: Class 8 contains 199308 members 
Mstep: Class 9 contains 2528 members 
Mstep: Class 10 contains 6100 members 
Mstep: Class 11 contains 233160 members 
Mstep: Class 12 contains 29682 members 
Mstep: Class 13 contains 6642 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 5779 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 17242 members 
Mstep: Class 18 contains 3545 members 
Mstep: Class 19 contains 298724 members 
Mstep: Class 20 contains 8286 members 
Mstep: Class 21 contains 45152 members 
Entering Unmasked Estep 
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Iteration 49Q: 22 clusters Score -1.357776e+08 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 36885 members 
Mstep: Class 3 contains 44550 members 
Mstep: Class 4 contains 5172 members 
Mstep: Class 5 contains 18352 members 
Mstep: Class 6 contains 5433 members 
Mstep: Class 7 contains 28460 members 
Mstep: Class 8 contains 200306 members 
Mstep: Class 9 contains 2528 members 
Mstep: Class 10 contains 6205 members 
Mstep: Class 11 contains 233029 members 
Mstep: Class 12 contains 29822 members 
Mstep: Class 13 contains 6541 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 5861 members 
Mstep: Class 16 contains 673 members 
Mstep: Class 17 contains 17160 members 
Mstep: Class 18 contains 3546 members 
Mstep: Class 19 contains 298080 members 
Mstep: Class 20 contains 8611 members 
Mstep: Class 21 contains 44921 members 
Entering Unmasked Estep 
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Iteration 50Q: 22 clusters Score -1.357787e+08 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36945 members 
Mstep: Class 3 contains 44531 members 
Mstep: Class 4 contains 5187 members 
Mstep: Class 5 contains 17862 members 
Mstep: Class 6 contains 5399 members 
Mstep: Class 7 contains 28426 members 
Mstep: Class 8 contains 201183 members 
Mstep: Class 9 contains 2527 members 
Mstep: Class 10 contains 6327 members 
Mstep: Class 11 contains 232921 members 
Mstep: Class 12 contains 29916 members 
Mstep: Class 13 contains 6452 members 
Mstep: Class 14 contains 448 members 
Mstep: Class 15 contains 5961 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 17082 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 297545 members 
Mstep: Class 20 contains 8972 members 
Mstep: Class 21 contains 44670 members 
Entering Unmasked Estep 
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Iteration 51Q: 22 clusters Score -1.357805e+08 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36979 members 
Mstep: Class 3 contains 44489 members 
Mstep: Class 4 contains 5207 members 
Mstep: Class 5 contains 17395 members 
Mstep: Class 6 contains 5374 members 
Mstep: Class 7 contains 28379 members 
Mstep: Class 8 contains 202014 members 
Mstep: Class 9 contains 2527 members 
Mstep: Class 10 contains 6454 members 
Mstep: Class 11 contains 232877 members 
Mstep: Class 12 contains 30028 members 
Mstep: Class 13 contains 6382 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 6064 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 17014 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 296971 members 
Mstep: Class 20 contains 9362 members 
Mstep: Class 21 contains 44380 members 
Entering Unmasked Estep 
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Iteration 52Q: 22 clusters Score -1.357817e+08 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36974 members 
Mstep: Class 3 contains 44433 members 
Mstep: Class 4 contains 5228 members 
Mstep: Class 5 contains 16861 members 
Mstep: Class 6 contains 5349 members 
Mstep: Class 7 contains 28335 members 
Mstep: Class 8 contains 202777 members 
Mstep: Class 9 contains 2527 members 
Mstep: Class 10 contains 6594 members 
Mstep: Class 11 contains 232892 members 
Mstep: Class 12 contains 30198 members 
Mstep: Class 13 contains 6325 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 6163 members 
Mstep: Class 16 contains 673 members 
Mstep: Class 17 contains 16923 members 
Mstep: Class 18 contains 3573 members 
Mstep: Class 19 contains 296479 members 
Mstep: Class 20 contains 9751 members 
Mstep: Class 21 contains 44074 members 
Entering Unmasked Estep 
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Iteration 53Q: 22 clusters Score -1.357828e+08 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36952 members 
Mstep: Class 3 contains 44358 members 
Mstep: Class 4 contains 5234 members 
Mstep: Class 5 contains 16350 members 
Mstep: Class 6 contains 5329 members 
Mstep: Class 7 contains 28297 members 
Mstep: Class 8 contains 203440 members 
Mstep: Class 9 contains 2526 members 
Mstep: Class 10 contains 6763 members 
Mstep: Class 11 contains 232912 members 
Mstep: Class 12 contains 30386 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 6261 members 
Mstep: Class 16 contains 673 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 296037 members 
Mstep: Class 20 contains 10118 members 
Mstep: Class 21 contains 43781 members 
Entering Unmasked Estep 
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Iteration 54Q: 22 clusters Score -1.357838e+08 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36904 members 
Mstep: Class 3 contains 44287 members 
Mstep: Class 4 contains 5236 members 
Mstep: Class 5 contains 15847 members 
Mstep: Class 6 contains 5310 members 
Mstep: Class 7 contains 28269 members 
Mstep: Class 8 contains 204038 members 
Mstep: Class 9 contains 2526 members 
Mstep: Class 10 contains 6955 members 
Mstep: Class 11 contains 232942 members 
Mstep: Class 12 contains 30552 members 
Mstep: Class 13 contains 6245 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 673 members 
Mstep: Class 17 contains 16759 members 
Mstep: Class 18 contains 3605 members 
Mstep: Class 19 contains 295644 members 
Mstep: Class 20 contains 10456 members 
Mstep: Class 21 contains 43525 members 
Entering Unmasked Estep 
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Iteration 55Q: 22 clusters Score -1.357853e+08 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36831 members 
Mstep: Class 3 contains 44214 members 
Mstep: Class 4 contains 5244 members 
Mstep: Class 5 contains 15289 members 
Mstep: Class 6 contains 5280 members 
Mstep: Class 7 contains 28239 members 
Mstep: Class 8 contains 204527 members 
Mstep: Class 9 contains 2525 members 
Mstep: Class 10 contains 7189 members 
Mstep: Class 11 contains 233084 members 
Mstep: Class 12 contains 30754 members 
Mstep: Class 13 contains 6182 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 673 members 
Mstep: Class 17 contains 16712 members 
Mstep: Class 18 contains 3629 members 
Mstep: Class 19 contains 295301 members 
Mstep: Class 20 contains 10752 members 
Mstep: Class 21 contains 43259 members 
Entering Unmasked Estep 
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Iteration 56Q: 22 clusters Score -1.357861e+08 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36737 members 
Mstep: Class 3 contains 44117 members 
Mstep: Class 4 contains 5246 members 
Mstep: Class 5 contains 14711 members 
Mstep: Class 6 contains 5261 members 
Mstep: Class 7 contains 28230 members 
Mstep: Class 8 contains 204929 members 
Mstep: Class 9 contains 2526 members 
Mstep: Class 10 contains 7437 members 
Mstep: Class 11 contains 233334 members 
Mstep: Class 12 contains 30938 members 
Mstep: Class 13 contains 6154 members 
Mstep: Class 14 contains 448 members 
Mstep: Class 15 contains 6548 members 
Mstep: Class 16 contains 673 members 
Mstep: Class 17 contains 16666 members 
Mstep: Class 18 contains 3645 members 
Mstep: Class 19 contains 294955 members 
Mstep: Class 20 contains 11007 members 
Mstep: Class 21 contains 43018 members 
Entering Unmasked Estep 
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Iteration 57Q: 22 clusters Score -1.357868e+08 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36641 members 
Mstep: Class 3 contains 44033 members 
Mstep: Class 4 contains 5249 members 
Mstep: Class 5 contains 14118 members 
Mstep: Class 6 contains 5242 members 
Mstep: Class 7 contains 28224 members 
Mstep: Class 8 contains 205284 members 
Mstep: Class 9 contains 2527 members 
Mstep: Class 10 contains 7674 members 
Mstep: Class 11 contains 233645 members 
Mstep: Class 12 contains 31150 members 
Mstep: Class 13 contains 6131 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 6652 members 
Mstep: Class 16 contains 673 members 
Mstep: Class 17 contains 16622 members 
Mstep: Class 18 contains 3661 members 
Mstep: Class 19 contains 294591 members 
Mstep: Class 20 contains 11200 members 
Mstep: Class 21 contains 42816 members 
Entering Unmasked Estep 
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Iteration 58Q: 22 clusters Score -1.357879e+08 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36528 members 
Mstep: Class 3 contains 43934 members 
Mstep: Class 4 contains 5249 members 
Mstep: Class 5 contains 13536 members 
Mstep: Class 6 contains 5232 members 
Mstep: Class 7 contains 28212 members 
Mstep: Class 8 contains 205603 members 
Mstep: Class 9 contains 2526 members 
Mstep: Class 10 contains 7897 members 
Mstep: Class 11 contains 233967 members 
Mstep: Class 12 contains 31295 members 
Mstep: Class 13 contains 6102 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 6732 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 16578 members 
Mstep: Class 18 contains 3678 members 
Mstep: Class 19 contains 294405 members 
Mstep: Class 20 contains 11342 members 
Mstep: Class 21 contains 42643 members 
Entering Unmasked Estep 
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Iteration 59Q: 22 clusters Score -1.357887e+08 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36444 members 
Mstep: Class 3 contains 43850 members 
Mstep: Class 4 contains 5252 members 
Mstep: Class 5 contains 13006 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 28204 members 
Mstep: Class 8 contains 205863 members 
Mstep: Class 9 contains 2526 members 
Mstep: Class 10 contains 8145 members 
Mstep: Class 11 contains 234260 members 
Mstep: Class 12 contains 31466 members 
Mstep: Class 13 contains 6059 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 6788 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 16529 members 
Mstep: Class 18 contains 3692 members 
Mstep: Class 19 contains 294204 members 
Mstep: Class 20 contains 11457 members 
Mstep: Class 21 contains 42495 members 
Entering Unmasked Estep 
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Iteration 60F: 22 clusters Score -1.357895e+08 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36355 members 
Mstep: Class 3 contains 43769 members 
Mstep: Class 4 contains 5258 members 
Mstep: Class 5 contains 12440 members 
Mstep: Class 6 contains 5200 members 
Mstep: Class 7 contains 28206 members 
Mstep: Class 8 contains 206108 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 10 contains 8426 members 
Mstep: Class 11 contains 234476 members 
Mstep: Class 12 contains 31815 members 
Mstep: Class 13 contains 6022 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 673 members 
Mstep: Class 17 contains 16373 members 
Mstep: Class 18 contains 3705 members 
Mstep: Class 19 contains 293942 members 
Mstep: Class 20 contains 11712 members 
Mstep: Class 21 contains 42311 members 
Entering Unmasked Estep 
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Iteration 61Q: 22 clusters Score -1.357902e+08 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36270 members 
Mstep: Class 3 contains 43707 members 
Mstep: Class 4 contains 5270 members 
Mstep: Class 5 contains 11900 members 
Mstep: Class 6 contains 5182 members 
Mstep: Class 7 contains 28212 members 
Mstep: Class 8 contains 206365 members 
Mstep: Class 9 contains 2523 members 
Mstep: Class 10 contains 8710 members 
Mstep: Class 11 contains 234689 members 
Mstep: Class 12 contains 32135 members 
Mstep: Class 13 contains 5995 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 6852 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 16231 members 
Mstep: Class 18 contains 3722 members 
Mstep: Class 19 contains 293640 members 
Mstep: Class 20 contains 11957 members 
Mstep: Class 21 contains 42101 members 
Entering Unmasked Estep 
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Iteration 62Q: 22 clusters Score -1.35791e+08 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 36198 members 
Mstep: Class 3 contains 43630 members 
Mstep: Class 4 contains 5280 members 
Mstep: Class 5 contains 11426 members 
Mstep: Class 6 contains 5163 members 
Mstep: Class 7 contains 28199 members 
Mstep: Class 8 contains 206606 members 
Mstep: Class 9 contains 2523 members 
Mstep: Class 10 contains 8980 members 
Mstep: Class 11 contains 234869 members 
Mstep: Class 12 contains 32446 members 
Mstep: Class 13 contains 5946 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 6873 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 16087 members 
Mstep: Class 18 contains 3735 members 
Mstep: Class 19 contains 293408 members 
Mstep: Class 20 contains 12202 members 
Mstep: Class 21 contains 41889 members 
Entering Unmasked Estep 
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Iteration 63Q: 22 clusters Score -1.35792e+08 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 36122 members 
Mstep: Class 3 contains 43555 members 
Mstep: Class 4 contains 5283 members 
Mstep: Class 5 contains 10945 members 
Mstep: Class 6 contains 5140 members 
Mstep: Class 7 contains 28192 members 
Mstep: Class 8 contains 206776 members 
Mstep: Class 9 contains 2523 members 
Mstep: Class 10 contains 9280 members 
Mstep: Class 11 contains 235067 members 
Mstep: Class 12 contains 32804 members 
Mstep: Class 13 contains 5895 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 6891 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 15962 members 
Mstep: Class 18 contains 3747 members 
Mstep: Class 19 contains 293158 members 
Mstep: Class 20 contains 12401 members 
Mstep: Class 21 contains 41718 members 
Entering Unmasked Estep 
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Iteration 64Q: 22 clusters Score -1.357933e+08 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 36026 members 
Mstep: Class 3 contains 43471 members 
Mstep: Class 4 contains 5286 members 
Mstep: Class 5 contains 10437 members 
Mstep: Class 6 contains 5123 members 
Mstep: Class 7 contains 28173 members 
Mstep: Class 8 contains 206962 members 
Mstep: Class 9 contains 2523 members 
Mstep: Class 10 contains 9587 members 
Mstep: Class 11 contains 235282 members 
Mstep: Class 12 contains 33110 members 
Mstep: Class 13 contains 5852 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 15837 members 
Mstep: Class 18 contains 3763 members 
Mstep: Class 19 contains 293007 members 
Mstep: Class 20 contains 12544 members 
Mstep: Class 21 contains 41568 members 
Entering Unmasked Estep 
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Iteration 65Q: 22 clusters Score -1.357938e+08 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 35937 members 
Mstep: Class 3 contains 43387 members 
Mstep: Class 4 contains 5287 members 
Mstep: Class 5 contains 9933 members 
Mstep: Class 6 contains 5108 members 
Mstep: Class 7 contains 28170 members 
Mstep: Class 8 contains 207102 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 10 contains 9927 members 
Mstep: Class 11 contains 235514 members 
Mstep: Class 12 contains 33391 members 
Mstep: Class 13 contains 5818 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 15730 members 
Mstep: Class 18 contains 3795 members 
Mstep: Class 19 contains 292832 members 
Mstep: Class 20 contains 12677 members 
Mstep: Class 21 contains 41398 members 
Entering Unmasked Estep 
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Iteration 66Q: 22 clusters Score -1.357949e+08 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 35837 members 
Mstep: Class 3 contains 43332 members 
Mstep: Class 4 contains 5293 members 
Mstep: Class 5 contains 9452 members 
Mstep: Class 6 contains 5098 members 
Mstep: Class 7 contains 28168 members 
Mstep: Class 8 contains 207238 members 
Mstep: Class 9 contains 2525 members 
Mstep: Class 10 contains 10262 members 
Mstep: Class 11 contains 235756 members 
Mstep: Class 12 contains 33640 members 
Mstep: Class 13 contains 5791 members 
Mstep: Class 14 contains 448 members 
Mstep: Class 15 contains 6944 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 3828 members 
Mstep: Class 19 contains 292646 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 41229 members 
Entering Unmasked Estep 
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Iteration 67Q: 22 clusters Score -1.357952e+08 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 35729 members 
Mstep: Class 3 contains 43281 members 
Mstep: Class 4 contains 5305 members 
Mstep: Class 5 contains 8987 members 
Mstep: Class 6 contains 5087 members 
Mstep: Class 7 contains 28165 members 
Mstep: Class 8 contains 207351 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 10 contains 10602 members 
Mstep: Class 11 contains 236025 members 
Mstep: Class 12 contains 33852 members 
Mstep: Class 13 contains 5773 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 6962 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 15487 members 
Mstep: Class 18 contains 3847 members 
Mstep: Class 19 contains 292480 members 
Mstep: Class 20 contains 12909 members 
Mstep: Class 21 contains 41090 members 
Entering Unmasked Estep 
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Iteration 68Q: 22 clusters Score -1.357952e+08 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 35606 members 
Mstep: Class 3 contains 43230 members 
Mstep: Class 4 contains 5312 members 
Mstep: Class 5 contains 8617 members 
Mstep: Class 6 contains 5076 members 
Mstep: Class 7 contains 28163 members 
Mstep: Class 8 contains 207412 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 10 contains 10924 members 
Mstep: Class 11 contains 236276 members 
Mstep: Class 12 contains 34046 members 
Mstep: Class 13 contains 5738 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 6988 members 
Mstep: Class 16 contains 675 members 
Mstep: Class 17 contains 15346 members 
Mstep: Class 18 contains 3861 members 
Mstep: Class 19 contains 292360 members 
Mstep: Class 20 contains 13013 members 
Mstep: Class 21 contains 40964 members 
Entering Unmasked Estep 
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Iteration 69Q: 22 clusters Score -1.357959e+08 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 35495 members 
Mstep: Class 3 contains 43184 members 
Mstep: Class 4 contains 5323 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 5063 members 
Mstep: Class 7 contains 28163 members 
Mstep: Class 8 contains 207488 members 
Mstep: Class 9 contains 2519 members 
Mstep: Class 10 contains 11234 members 
Mstep: Class 11 contains 236544 members 
Mstep: Class 12 contains 34204 members 
Mstep: Class 13 contains 5702 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 7008 members 
Mstep: Class 16 contains 677 members 
Mstep: Class 17 contains 15173 members 
Mstep: Class 18 contains 3876 members 
Mstep: Class 19 contains 292221 members 
Mstep: Class 20 contains 13124 members 
Mstep: Class 21 contains 40835 members 
Entering Unmasked Estep 
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Iteration 70Q: 22 clusters Score -1.357961e+08 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 35359 members 
Mstep: Class 3 contains 43155 members 
Mstep: Class 4 contains 5329 members 
Mstep: Class 5 contains 8001 members 
Mstep: Class 6 contains 5054 members 
Mstep: Class 7 contains 28167 members 
Mstep: Class 8 contains 207536 members 
Mstep: Class 9 contains 2515 members 
Mstep: Class 10 contains 11525 members 
Mstep: Class 11 contains 236799 members 
Mstep: Class 12 contains 34394 members 
Mstep: Class 13 contains 5680 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 7028 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 292047 members 
Mstep: Class 20 contains 13241 members 
Mstep: Class 21 contains 40722 members 
Entering Unmasked Estep 
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Iteration 71Q: 22 clusters Score -1.357966e+08 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 35229 members 
Mstep: Class 3 contains 43103 members 
Mstep: Class 4 contains 5346 members 
Mstep: Class 5 contains 7720 members 
Mstep: Class 6 contains 5050 members 
Mstep: Class 7 contains 28169 members 
Mstep: Class 8 contains 207579 members 
Mstep: Class 9 contains 2509 members 
Mstep: Class 10 contains 11820 members 
Mstep: Class 11 contains 237084 members 
Mstep: Class 12 contains 34570 members 
Mstep: Class 13 contains 5659 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 7055 members 
Mstep: Class 16 contains 685 members 
Mstep: Class 17 contains 14812 members 
Mstep: Class 18 contains 3903 members 
Mstep: Class 19 contains 291879 members 
Mstep: Class 20 contains 13353 members 
Mstep: Class 21 contains 40600 members 
Entering Unmasked Estep 
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Iteration 72Q: 22 clusters Score -1.357971e+08 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 35135 members 
Mstep: Class 3 contains 43048 members 
Mstep: Class 4 contains 5354 members 
Mstep: Class 5 contains 7439 members 
Mstep: Class 6 contains 5049 members 
Mstep: Class 7 contains 28162 members 
Mstep: Class 8 contains 207624 members 
Mstep: Class 9 contains 2496 members 
Mstep: Class 10 contains 12143 members 
Mstep: Class 11 contains 237288 members 
Mstep: Class 12 contains 34704 members 
Mstep: Class 13 contains 5644 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 7088 members 
Mstep: Class 16 contains 698 members 
Mstep: Class 17 contains 14659 members 
Mstep: Class 18 contains 3913 members 
Mstep: Class 19 contains 291727 members 
Mstep: Class 20 contains 13455 members 
Mstep: Class 21 contains 40497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797648.000000 Penalty: 71936.695312
Iteration 73Q: 22 clusters Score -1.357976e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 35057 members 
Mstep: Class 3 contains 43000 members 
Mstep: Class 4 contains 5353 members 
Mstep: Class 5 contains 7206 members 
Mstep: Class 6 contains 5044 members 
Mstep: Class 7 contains 28161 members 
Mstep: Class 8 contains 207670 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 12461 members 
Mstep: Class 11 contains 237502 members 
Mstep: Class 12 contains 34819 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 15 contains 7107 members 
Mstep: Class 16 contains 723 members 
Mstep: Class 17 contains 14494 members 
Mstep: Class 18 contains 3923 members 
Mstep: Class 19 contains 291547 members 
Mstep: Class 20 contains 13548 members 
Mstep: Class 21 contains 40411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798608.000000 Penalty: 71936.695312
Iteration 74Q: 22 clusters Score -1.357986e+08 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 34959 members 
Mstep: Class 3 contains 42947 members 
Mstep: Class 4 contains 5346 members 
Mstep: Class 5 contains 6980 members 
Mstep: Class 6 contains 5039 members 
Mstep: Class 7 contains 28160 members 
Mstep: Class 8 contains 207718 members 
Mstep: Class 9 contains 2446 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 237680 members 
Mstep: Class 12 contains 34961 members 
Mstep: Class 13 contains 5598 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 7130 members 
Mstep: Class 16 contains 748 members 
Mstep: Class 17 contains 14365 members 
Mstep: Class 18 contains 3939 members 
Mstep: Class 19 contains 291410 members 
Mstep: Class 20 contains 13625 members 
Mstep: Class 21 contains 40327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799840.000000 Penalty: 71936.695312
Iteration 75Q: 22 clusters Score -1.357998e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 34871 members 
Mstep: Class 3 contains 42907 members 
Mstep: Class 4 contains 5347 members 
Mstep: Class 5 contains 6778 members 
Mstep: Class 6 contains 5033 members 
Mstep: Class 7 contains 28156 members 
Mstep: Class 8 contains 207773 members 
Mstep: Class 9 contains 2441 members 
Mstep: Class 10 contains 13004 members 
Mstep: Class 11 contains 237834 members 
Mstep: Class 12 contains 35078 members 
Mstep: Class 13 contains 5573 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 756 members 
Mstep: Class 17 contains 14245 members 
Mstep: Class 18 contains 3958 members 
Mstep: Class 19 contains 291264 members 
Mstep: Class 20 contains 13703 members 
Mstep: Class 21 contains 40247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800464.000000 Penalty: 71936.695312
Iteration 76Q: 22 clusters Score -1.358005e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 34800 members 
Mstep: Class 3 contains 42873 members 
Mstep: Class 4 contains 5354 members 
Mstep: Class 5 contains 6625 members 
Mstep: Class 6 contains 5029 members 
Mstep: Class 7 contains 28160 members 
Mstep: Class 8 contains 207796 members 
Mstep: Class 9 contains 2441 members 
Mstep: Class 10 contains 13262 members 
Mstep: Class 11 contains 237913 members 
Mstep: Class 12 contains 35162 members 
Mstep: Class 13 contains 5557 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 7170 members 
Mstep: Class 16 contains 756 members 
Mstep: Class 17 contains 14144 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 291165 members 
Mstep: Class 20 contains 13760 members 
Mstep: Class 21 contains 40176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800992.000000 Penalty: 71936.695312
Iteration 77Q: 22 clusters Score -1.35801e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 34739 members 
Mstep: Class 3 contains 42838 members 
Mstep: Class 4 contains 5354 members 
Mstep: Class 5 contains 6459 members 
Mstep: Class 6 contains 5030 members 
Mstep: Class 7 contains 28158 members 
Mstep: Class 8 contains 207829 members 
Mstep: Class 9 contains 2442 members 
Mstep: Class 10 contains 13507 members 
Mstep: Class 11 contains 238001 members 
Mstep: Class 12 contains 35259 members 
Mstep: Class 13 contains 5556 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 7183 members 
Mstep: Class 16 contains 756 members 
Mstep: Class 17 contains 14046 members 
Mstep: Class 18 contains 3984 members 
Mstep: Class 19 contains 291062 members 
Mstep: Class 20 contains 13803 members 
Mstep: Class 21 contains 40111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801152.000000 Penalty: 71936.695312
Iteration 78Q: 22 clusters Score -1.358012e+08 nChanged 1306
Entering ConstructFrom: 
Score: -135801152.000000 Penalty: 71936.695312
Entering ConstructFrom: 
Trying to split cluster 1 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -73165.429688 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -73165.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71694.398438 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -71694.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72105.359375 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -72105.36 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -72418.421875 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -72418.42 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -72690.015625 Penalty: 3176.172607
	Iteration 3F: 3 clusters Score -72690.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -72981.984375 Penalty: 3176.172607
	Iteration 4F: 3 clusters Score -72981.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -73099.773438 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -73099.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -73126.679688 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -73126.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -73133.578125 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -73133.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -73137.171875 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -73137.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -73139.398438 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -73139.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -73140.976562 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -73140.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -73140.976562 Penalty: 3176.172607
	Iteration 11F: 3 clusters Score -73140.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Entering Unmasked Estep 
Score: -4844468.500000 Penalty: 2592.643311
	Iteration 0F: 2 clusters Score -4844468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -4820826.500000 Penalty: 5185.286621
	Iteration 0F: 3 clusters Score -4820826 nChanged 15823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -4829494.500000 Penalty: 5185.286621
	Iteration 1F: 3 clusters Score -4829494 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -4830103.000000 Penalty: 5185.286621
	Iteration 2Q: 3 clusters Score -4830103 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -4830681.000000 Penalty: 5185.286621
	Iteration 3Q: 3 clusters Score -4830681 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -4831276.000000 Penalty: 5185.286621
	Iteration 4Q: 3 clusters Score -4831276 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -4831860.000000 Penalty: 5185.286621
	Iteration 5Q: 3 clusters Score -4831860 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -4832591.500000 Penalty: 5185.286621
	Iteration 6Q: 3 clusters Score -4832592 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -4833505.000000 Penalty: 5185.286621
	Iteration 7Q: 3 clusters Score -4833505 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -4834606.500000 Penalty: 5185.286621
	Iteration 8F: 3 clusters Score -4834606 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -4835815.500000 Penalty: 5185.286621
	Iteration 9F: 3 clusters Score -4835816 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -4837009.500000 Penalty: 5185.286621
	Iteration 10Q: 3 clusters Score -4837010 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -4838055.000000 Penalty: 5185.286621
	Iteration 11Q: 3 clusters Score -4838055 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -4838983.500000 Penalty: 5185.286621
	Iteration 12Q: 3 clusters Score -4838984 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -4839702.000000 Penalty: 5185.286621
	Iteration 13Q: 3 clusters Score -4839702 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -4840249.500000 Penalty: 5185.286621
	Iteration 14Q: 3 clusters Score -4840250 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -4840707.500000 Penalty: 5185.286621
	Iteration 15Q: 3 clusters Score -4840708 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -4841048.500000 Penalty: 5185.286621
	Iteration 16Q: 3 clusters Score -4841048 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -4841332.000000 Penalty: 5185.286621
	Iteration 17Q: 3 clusters Score -4841332 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -4841538.500000 Penalty: 5185.286621
	Iteration 18Q: 3 clusters Score -4841538 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -4841698.500000 Penalty: 5185.286621
	Iteration 19Q: 3 clusters Score -4841698 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -4841800.000000 Penalty: 5185.286621
	Iteration 20F: 3 clusters Score -4841800 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -4841883.000000 Penalty: 5185.286621
	Iteration 21Q: 3 clusters Score -4841883 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -4841954.500000 Penalty: 5185.286621
	Iteration 22Q: 3 clusters Score -4841954 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -4841994.500000 Penalty: 5185.286621
	Iteration 23Q: 3 clusters Score -4841994 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -4842052.500000 Penalty: 5185.286621
	Iteration 24Q: 3 clusters Score -4842052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -4842080.000000 Penalty: 5185.286621
	Iteration 25Q: 3 clusters Score -4842080 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -4842106.000000 Penalty: 5185.286621
	Iteration 26Q: 3 clusters Score -4842106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -4842122.000000 Penalty: 5185.286621
	Iteration 27Q: 3 clusters Score -4842122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -4842136.500000 Penalty: 5185.286621
	Iteration 28Q: 3 clusters Score -4842136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -4842139.000000 Penalty: 5185.286621
	Iteration 29Q: 3 clusters Score -4842139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -4842142.500000 Penalty: 5185.286621
	Iteration 30Q: 3 clusters Score -4842142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -4842162.000000 Penalty: 5185.286621
	Iteration 31Q: 3 clusters Score -4842162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -4842165.000000 Penalty: 5185.286621
	Iteration 32Q: 3 clusters Score -4842165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -4842173.000000 Penalty: 5185.286621
	Iteration 33Q: 3 clusters Score -4842173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -4842175.000000 Penalty: 5185.286621
	Iteration 34Q: 3 clusters Score -4842175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -4842181.500000 Penalty: 5185.286621
	Iteration 35Q: 3 clusters Score -4842182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -4842184.500000 Penalty: 5185.286621
	Iteration 36Q: 3 clusters Score -4842184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -4842181.500000 Penalty: 5185.286621
	Iteration 37Q: 3 clusters Score -4842182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -4842186.500000 Penalty: 5185.286621
	Iteration 38Q: 3 clusters Score -4842186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -4842188.500000 Penalty: 5185.286621
	Iteration 39Q: 3 clusters Score -4842188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -4842205.500000 Penalty: 5185.286621
	Iteration 40F: 3 clusters Score -4842206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -4842220.000000 Penalty: 5185.286621
	Iteration 41Q: 3 clusters Score -4842220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -4842220.000000 Penalty: 5185.286621
	Iteration 42Q: 3 clusters Score -4842220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -4842227.000000 Penalty: 5185.286621
	Iteration 43Q: 3 clusters Score -4842227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -4842228.500000 Penalty: 5185.286621
	Iteration 44Q: 3 clusters Score -4842228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -4842229.500000 Penalty: 5185.286621
	Iteration 45Q: 3 clusters Score -4842230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -4842235.500000 Penalty: 5185.286621
	Iteration 46Q: 3 clusters Score -4842236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -4842237.500000 Penalty: 5185.286621
	Iteration 47Q: 3 clusters Score -4842238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -4842248.500000 Penalty: 5185.286621
	Iteration 48Q: 3 clusters Score -4842248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -4842253.000000 Penalty: 5185.286621
	Iteration 49Q: 3 clusters Score -4842253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -4842254.500000 Penalty: 5185.286621
	Iteration 50Q: 3 clusters Score -4842254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -4842257.500000 Penalty: 5185.286621
	Iteration 51Q: 3 clusters Score -4842258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -4842258.500000 Penalty: 5185.286621
	Iteration 52Q: 3 clusters Score -4842258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -4842263.500000 Penalty: 5185.286621
	Iteration 53Q: 3 clusters Score -4842264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -4842272.000000 Penalty: 5185.286621
	Iteration 54Q: 3 clusters Score -4842272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -4842275.500000 Penalty: 5185.286621
	Iteration 55Q: 3 clusters Score -4842276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -4842273.000000 Penalty: 5185.286621
	Iteration 56Q: 3 clusters Score -4842273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -4842277.500000 Penalty: 5185.286621
	Iteration 57Q: 3 clusters Score -4842278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -4842277.500000 Penalty: 5185.286621
	Iteration 58F: 3 clusters Score -4842278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Entering Unmasked Estep 
Score: -5791537.000000 Penalty: 2644.808594
	Iteration 0F: 2 clusters Score -5791537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -5762471.000000 Penalty: 5289.617188
	Iteration 0F: 3 clusters Score -5762471 nChanged 19765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -5773450.500000 Penalty: 5289.617188
	Iteration 1F: 3 clusters Score -5773450 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -5774315.000000 Penalty: 5289.617188
	Iteration 2Q: 3 clusters Score -5774315 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -5775382.500000 Penalty: 5289.617188
	Iteration 3F: 3 clusters Score -5775382 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -5776650.000000 Penalty: 5289.617188
	Iteration 4F: 3 clusters Score -5776650 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -5778309.500000 Penalty: 5289.617188
	Iteration 5F: 3 clusters Score -5778310 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -5780388.500000 Penalty: 5289.617188
	Iteration 6F: 3 clusters Score -5780388 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -5782727.500000 Penalty: 5289.617188
	Iteration 7F: 3 clusters Score -5782728 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -5785021.000000 Penalty: 5289.617188
	Iteration 8F: 3 clusters Score -5785021 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -5786884.000000 Penalty: 5289.617188
	Iteration 9Q: 3 clusters Score -5786884 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -5788049.500000 Penalty: 5289.617188
	Iteration 10Q: 3 clusters Score -5788050 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -5788602.500000 Penalty: 5289.617188
	Iteration 11Q: 3 clusters Score -5788602 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -5788847.500000 Penalty: 5289.617188
	Iteration 12Q: 3 clusters Score -5788848 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -5788988.000000 Penalty: 5289.617188
	Iteration 13Q: 3 clusters Score -5788988 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -5789070.000000 Penalty: 5289.617188
	Iteration 14Q: 3 clusters Score -5789070 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -5789136.500000 Penalty: 5289.617188
	Iteration 15Q: 3 clusters Score -5789136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -5789190.000000 Penalty: 5289.617188
	Iteration 16Q: 3 clusters Score -5789190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -5789208.500000 Penalty: 5289.617188
	Iteration 17Q: 3 clusters Score -5789208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -5789232.500000 Penalty: 5289.617188
	Iteration 18Q: 3 clusters Score -5789232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -5789257.000000 Penalty: 5289.617188
	Iteration 19Q: 3 clusters Score -5789257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -5789263.000000 Penalty: 5289.617188
	Iteration 20F: 3 clusters Score -5789263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -5789261.500000 Penalty: 5289.617188
	Iteration 21Q: 3 clusters Score -5789262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -5789272.000000 Penalty: 5289.617188
	Iteration 22Q: 3 clusters Score -5789272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -5789276.000000 Penalty: 5289.617188
	Iteration 23Q: 3 clusters Score -5789276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -5789284.000000 Penalty: 5289.617188
	Iteration 24Q: 3 clusters Score -5789284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -5789282.500000 Penalty: 5289.617188
	Iteration 25Q: 3 clusters Score -5789282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -5789292.000000 Penalty: 5289.617188
	Iteration 26Q: 3 clusters Score -5789292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -5789301.500000 Penalty: 5289.617188
	Iteration 27Q: 3 clusters Score -5789302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -5789310.000000 Penalty: 5289.617188
	Iteration 28Q: 3 clusters Score -5789310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -5789310.000000 Penalty: 5289.617188
	Iteration 29Q: 3 clusters Score -5789310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -5789319.000000 Penalty: 5289.617188
	Iteration 30Q: 3 clusters Score -5789319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -5789321.500000 Penalty: 5289.617188
	Iteration 31Q: 3 clusters Score -5789322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -5789331.500000 Penalty: 5289.617188
	Iteration 32Q: 3 clusters Score -5789332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -5789331.000000 Penalty: 5289.617188
	Iteration 33Q: 3 clusters Score -5789331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -5789341.000000 Penalty: 5289.617188
	Iteration 34Q: 3 clusters Score -5789341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -5789345.500000 Penalty: 5289.617188
	Iteration 35Q: 3 clusters Score -5789346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -5789342.000000 Penalty: 5289.617188
	Iteration 36Q: 3 clusters Score -5789342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -5789346.000000 Penalty: 5289.617188
	Iteration 37Q: 3 clusters Score -5789346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -5789346.000000 Penalty: 5289.617188
	Iteration 38Q: 3 clusters Score -5789346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -5789348.000000 Penalty: 5289.617188
	Iteration 39Q: 3 clusters Score -5789348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -5789347.500000 Penalty: 5289.617188
	Iteration 40F: 3 clusters Score -5789348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -5789346.500000 Penalty: 5289.617188
	Iteration 41Q: 3 clusters Score -5789346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -5789352.000000 Penalty: 5289.617188
	Iteration 42Q: 3 clusters Score -5789352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -5789352.000000 Penalty: 5289.617188
	Iteration 43F: 3 clusters Score -5789352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Entering Unmasked Estep 
Score: -695887.187500 Penalty: 2129.274902
	Iteration 0F: 2 clusters Score -695887.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -691158.500000 Penalty: 4258.549805
	Iteration 0F: 3 clusters Score -691158.5 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -692409.375000 Penalty: 4258.549805
	Iteration 1F: 3 clusters Score -692409.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -692714.000000 Penalty: 4258.549805
	Iteration 2F: 3 clusters Score -692714 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -692953.375000 Penalty: 4258.549805
	Iteration 3F: 3 clusters Score -692953.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -693163.500000 Penalty: 4258.549805
	Iteration 4F: 3 clusters Score -693163.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -693355.000000 Penalty: 4258.549805
	Iteration 5Q: 3 clusters Score -693355 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -693528.937500 Penalty: 4258.549805
	Iteration 6Q: 3 clusters Score -693528.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -693678.437500 Penalty: 4258.549805
	Iteration 7Q: 3 clusters Score -693678.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -693788.375000 Penalty: 4258.549805
	Iteration 8Q: 3 clusters Score -693788.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -693877.312500 Penalty: 4258.549805
	Iteration 9Q: 3 clusters Score -693877.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -693930.125000 Penalty: 4258.549805
	Iteration 10Q: 3 clusters Score -693930.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -693961.687500 Penalty: 4258.549805
	Iteration 11Q: 3 clusters Score -693961.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -693980.812500 Penalty: 4258.549805
	Iteration 12Q: 3 clusters Score -693980.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -693993.437500 Penalty: 4258.549805
	Iteration 13Q: 3 clusters Score -693993.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -693999.750000 Penalty: 4258.549805
	Iteration 14Q: 3 clusters Score -693999.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -694005.750000 Penalty: 4258.549805
	Iteration 15Q: 3 clusters Score -694005.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -694011.687500 Penalty: 4258.549805
	Iteration 16Q: 3 clusters Score -694011.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -694013.375000 Penalty: 4258.549805
	Iteration 17Q: 3 clusters Score -694013.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -694016.562500 Penalty: 4258.549805
	Iteration 18Q: 3 clusters Score -694016.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -694018.937500 Penalty: 4258.549805
	Iteration 19Q: 3 clusters Score -694018.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -694022.500000 Penalty: 4258.549805
	Iteration 20F: 3 clusters Score -694022.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -694024.562500 Penalty: 4258.549805
	Iteration 21Q: 3 clusters Score -694024.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -694029.500000 Penalty: 4258.549805
	Iteration 22Q: 3 clusters Score -694029.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -694031.875000 Penalty: 4258.549805
	Iteration 23Q: 3 clusters Score -694031.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -694035.437500 Penalty: 4258.549805
	Iteration 24Q: 3 clusters Score -694035.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -694038.875000 Penalty: 4258.549805
	Iteration 25Q: 3 clusters Score -694038.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -694038.812500 Penalty: 4258.549805
	Iteration 26Q: 3 clusters Score -694038.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -694041.625000 Penalty: 4258.549805
	Iteration 27Q: 3 clusters Score -694041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -694039.562500 Penalty: 4258.549805
	Iteration 28Q: 3 clusters Score -694039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -694039.812500 Penalty: 4258.549805
	Iteration 29Q: 3 clusters Score -694039.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -694039.812500 Penalty: 4258.549805
	Iteration 30F: 3 clusters Score -694039.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Entering Unmasked Estep 
Score: -872525.375000 Penalty: 2170.090820
	Iteration 0F: 2 clusters Score -872525.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -867164.000000 Penalty: 4340.181641
	Iteration 0F: 3 clusters Score -867164 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -868487.062500 Penalty: 4340.181641
	Iteration 1F: 3 clusters Score -868487.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -868679.500000 Penalty: 4340.181641
	Iteration 2F: 3 clusters Score -868679.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -868786.437500 Penalty: 4340.181641
	Iteration 3Q: 3 clusters Score -868786.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -868860.250000 Penalty: 4340.181641
	Iteration 4Q: 3 clusters Score -868860.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -868935.187500 Penalty: 4340.181641
	Iteration 5Q: 3 clusters Score -868935.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -869005.062500 Penalty: 4340.181641
	Iteration 6Q: 3 clusters Score -869005.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -869045.562500 Penalty: 4340.181641
	Iteration 7Q: 3 clusters Score -869045.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -869080.875000 Penalty: 4340.181641
	Iteration 8Q: 3 clusters Score -869080.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -869110.375000 Penalty: 4340.181641
	Iteration 9Q: 3 clusters Score -869110.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -869140.000000 Penalty: 4340.181641
	Iteration 10Q: 3 clusters Score -869140 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -869161.812500 Penalty: 4340.181641
	Iteration 11Q: 3 clusters Score -869161.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -869182.125000 Penalty: 4340.181641
	Iteration 12Q: 3 clusters Score -869182.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -869206.062500 Penalty: 4340.181641
	Iteration 13Q: 3 clusters Score -869206.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -869220.750000 Penalty: 4340.181641
	Iteration 14Q: 3 clusters Score -869220.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -869240.062500 Penalty: 4340.181641
	Iteration 15Q: 3 clusters Score -869240.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -869256.625000 Penalty: 4340.181641
	Iteration 16Q: 3 clusters Score -869256.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -869271.187500 Penalty: 4340.181641
	Iteration 17Q: 3 clusters Score -869271.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -869283.500000 Penalty: 4340.181641
	Iteration 18Q: 3 clusters Score -869283.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -869291.937500 Penalty: 4340.181641
	Iteration 19Q: 3 clusters Score -869291.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -869302.062500 Penalty: 4340.181641
	Iteration 20F: 3 clusters Score -869302.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -869309.875000 Penalty: 4340.181641
	Iteration 21Q: 3 clusters Score -869309.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -869317.812500 Penalty: 4340.181641
	Iteration 22Q: 3 clusters Score -869317.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -869323.312500 Penalty: 4340.181641
	Iteration 23Q: 3 clusters Score -869323.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -869328.000000 Penalty: 4340.181641
	Iteration 24Q: 3 clusters Score -869328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -869329.375000 Penalty: 4340.181641
	Iteration 25Q: 3 clusters Score -869329.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -869332.125000 Penalty: 4340.181641
	Iteration 26Q: 3 clusters Score -869332.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -869334.937500 Penalty: 4340.181641
	Iteration 27Q: 3 clusters Score -869334.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -869336.000000 Penalty: 4340.181641
	Iteration 28Q: 3 clusters Score -869336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -869337.625000 Penalty: 4340.181641
	Iteration 29Q: 3 clusters Score -869337.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -869338.625000 Penalty: 4340.181641
	Iteration 30Q: 3 clusters Score -869338.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -869339.500000 Penalty: 4340.181641
	Iteration 31Q: 3 clusters Score -869339.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -869339.312500 Penalty: 4340.181641
	Iteration 32Q: 3 clusters Score -869339.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -869339.750000 Penalty: 4340.181641
	Iteration 33Q: 3 clusters Score -869339.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -869342.875000 Penalty: 4340.181641
	Iteration 34Q: 3 clusters Score -869342.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -869342.937500 Penalty: 4340.181641
	Iteration 35Q: 3 clusters Score -869342.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -869342.875000 Penalty: 4340.181641
	Iteration 36Q: 3 clusters Score -869342.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -869344.625000 Penalty: 4340.181641
	Iteration 37Q: 3 clusters Score -869344.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -869345.562500 Penalty: 4340.181641
	Iteration 38Q: 3 clusters Score -869345.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -869346.062500 Penalty: 4340.181641
	Iteration 39Q: 3 clusters Score -869346.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -869347.687500 Penalty: 4340.181641
	Iteration 40F: 3 clusters Score -869347.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -869346.750000 Penalty: 4340.181641
	Iteration 41Q: 3 clusters Score -869346.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -869348.500000 Penalty: 4340.181641
	Iteration 42Q: 3 clusters Score -869348.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -869349.250000 Penalty: 4340.181641
	Iteration 43Q: 3 clusters Score -869349.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -869346.937500 Penalty: 4340.181641
	Iteration 44Q: 3 clusters Score -869346.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -869351.687500 Penalty: 4340.181641
	Iteration 45Q: 3 clusters Score -869351.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -869352.187500 Penalty: 4340.181641
	Iteration 46Q: 3 clusters Score -869352.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -869353.687500 Penalty: 4340.181641
	Iteration 47Q: 3 clusters Score -869353.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -869357.562500 Penalty: 4340.181641
	Iteration 48Q: 3 clusters Score -869357.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -869358.750000 Penalty: 4340.181641
	Iteration 49Q: 3 clusters Score -869358.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -869359.125000 Penalty: 4340.181641
	Iteration 50Q: 3 clusters Score -869359.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -869361.437500 Penalty: 4340.181641
	Iteration 51Q: 3 clusters Score -869361.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -869365.437500 Penalty: 4340.181641
	Iteration 52Q: 3 clusters Score -869365.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -869365.312500 Penalty: 4340.181641
	Iteration 53Q: 3 clusters Score -869365.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -869369.812500 Penalty: 4340.181641
	Iteration 54Q: 3 clusters Score -869369.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -869373.000000 Penalty: 4340.181641
	Iteration 55Q: 3 clusters Score -869373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -869373.437500 Penalty: 4340.181641
	Iteration 56Q: 3 clusters Score -869373.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -869372.250000 Penalty: 4340.181641
	Iteration 57Q: 3 clusters Score -869372.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -869372.250000 Penalty: 4340.181641
	Iteration 58F: 3 clusters Score -869372.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Entering Unmasked Estep 
Score: -663017.687500 Penalty: 2113.796631
	Iteration 0F: 2 clusters Score -663017.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -658469.375000 Penalty: 4227.593262
	Iteration 0F: 3 clusters Score -658469.4 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -659550.250000 Penalty: 4227.593262
	Iteration 1F: 3 clusters Score -659550.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -659904.375000 Penalty: 4227.593262
	Iteration 2F: 3 clusters Score -659904.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -660272.312500 Penalty: 4227.593262
	Iteration 3F: 3 clusters Score -660272.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -660629.562500 Penalty: 4227.593262
	Iteration 4F: 3 clusters Score -660629.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -660932.375000 Penalty: 4227.593262
	Iteration 5F: 3 clusters Score -660932.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -661192.750000 Penalty: 4227.593262
	Iteration 6F: 3 clusters Score -661192.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -661409.687500 Penalty: 4227.593262
	Iteration 7F: 3 clusters Score -661409.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -661567.062500 Penalty: 4227.593262
	Iteration 8Q: 3 clusters Score -661567.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -661673.750000 Penalty: 4227.593262
	Iteration 9Q: 3 clusters Score -661673.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -661747.562500 Penalty: 4227.593262
	Iteration 10Q: 3 clusters Score -661747.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -661791.062500 Penalty: 4227.593262
	Iteration 11Q: 3 clusters Score -661791.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -661821.687500 Penalty: 4227.593262
	Iteration 12Q: 3 clusters Score -661821.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -661847.062500 Penalty: 4227.593262
	Iteration 13Q: 3 clusters Score -661847.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -661861.937500 Penalty: 4227.593262
	Iteration 14Q: 3 clusters Score -661861.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -661877.250000 Penalty: 4227.593262
	Iteration 15Q: 3 clusters Score -661877.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -661889.062500 Penalty: 4227.593262
	Iteration 16Q: 3 clusters Score -661889.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -661899.812500 Penalty: 4227.593262
	Iteration 17Q: 3 clusters Score -661899.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -661905.062500 Penalty: 4227.593262
	Iteration 18Q: 3 clusters Score -661905.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -661908.250000 Penalty: 4227.593262
	Iteration 19Q: 3 clusters Score -661908.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -661913.562500 Penalty: 4227.593262
	Iteration 20F: 3 clusters Score -661913.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -661916.875000 Penalty: 4227.593262
	Iteration 21Q: 3 clusters Score -661916.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -661920.062500 Penalty: 4227.593262
	Iteration 22Q: 3 clusters Score -661920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -661920.187500 Penalty: 4227.593262
	Iteration 23Q: 3 clusters Score -661920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -661921.437500 Penalty: 4227.593262
	Iteration 24Q: 3 clusters Score -661921.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -661922.812500 Penalty: 4227.593262
	Iteration 25Q: 3 clusters Score -661922.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -661923.937500 Penalty: 4227.593262
	Iteration 26Q: 3 clusters Score -661923.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -661924.562500 Penalty: 4227.593262
	Iteration 27Q: 3 clusters Score -661924.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -661925.437500 Penalty: 4227.593262
	Iteration 28Q: 3 clusters Score -661925.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -661925.437500 Penalty: 4227.593262
	Iteration 29F: 3 clusters Score -661925.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Entering Unmasked Estep 
Score: -3941803.750000 Penalty: 2540.879150
	Iteration 0F: 2 clusters Score -3941804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -3922396.750000 Penalty: 5081.758301
	Iteration 0F: 3 clusters Score -3922397 nChanged 12697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3929384.500000 Penalty: 5081.758301
	Iteration 1F: 3 clusters Score -3929384 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3929755.250000 Penalty: 5081.758301
	Iteration 2Q: 3 clusters Score -3929755 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3930076.000000 Penalty: 5081.758301
	Iteration 3Q: 3 clusters Score -3930076 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -3930384.000000 Penalty: 5081.758301
	Iteration 4Q: 3 clusters Score -3930384 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3930737.500000 Penalty: 5081.758301
	Iteration 5Q: 3 clusters Score -3930738 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -3931230.000000 Penalty: 5081.758301
	Iteration 6Q: 3 clusters Score -3931230 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -3931910.500000 Penalty: 5081.758301
	Iteration 7Q: 3 clusters Score -3931910 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -3932913.750000 Penalty: 5081.758301
	Iteration 8F: 3 clusters Score -3932914 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -3934313.750000 Penalty: 5081.758301
	Iteration 9F: 3 clusters Score -3934314 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -3935897.000000 Penalty: 5081.758301
	Iteration 10F: 3 clusters Score -3935897 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -3937427.000000 Penalty: 5081.758301
	Iteration 11F: 3 clusters Score -3937427 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3938549.500000 Penalty: 5081.758301
	Iteration 12Q: 3 clusters Score -3938550 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -3939129.000000 Penalty: 5081.758301
	Iteration 13Q: 3 clusters Score -3939129 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -3939369.500000 Penalty: 5081.758301
	Iteration 14Q: 3 clusters Score -3939370 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3939510.250000 Penalty: 5081.758301
	Iteration 15Q: 3 clusters Score -3939510 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3939602.500000 Penalty: 5081.758301
	Iteration 16Q: 3 clusters Score -3939602 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -3939669.750000 Penalty: 5081.758301
	Iteration 17Q: 3 clusters Score -3939670 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -3939729.250000 Penalty: 5081.758301
	Iteration 18Q: 3 clusters Score -3939729 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3939756.000000 Penalty: 5081.758301
	Iteration 19Q: 3 clusters Score -3939756 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -3939794.250000 Penalty: 5081.758301
	Iteration 20F: 3 clusters Score -3939794 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -3939804.250000 Penalty: 5081.758301
	Iteration 21Q: 3 clusters Score -3939804 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -3939832.750000 Penalty: 5081.758301
	Iteration 22Q: 3 clusters Score -3939833 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -3939856.250000 Penalty: 5081.758301
	Iteration 23Q: 3 clusters Score -3939856 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3939861.500000 Penalty: 5081.758301
	Iteration 24Q: 3 clusters Score -3939862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -3939866.250000 Penalty: 5081.758301
	Iteration 25Q: 3 clusters Score -3939866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -3939870.000000 Penalty: 5081.758301
	Iteration 26Q: 3 clusters Score -3939870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -3939876.750000 Penalty: 5081.758301
	Iteration 27Q: 3 clusters Score -3939877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -3939877.750000 Penalty: 5081.758301
	Iteration 28Q: 3 clusters Score -3939878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -3939883.000000 Penalty: 5081.758301
	Iteration 29Q: 3 clusters Score -3939883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -3939889.000000 Penalty: 5081.758301
	Iteration 30Q: 3 clusters Score -3939889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3939894.500000 Penalty: 5081.758301
	Iteration 31Q: 3 clusters Score -3939894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -3939902.250000 Penalty: 5081.758301
	Iteration 32Q: 3 clusters Score -3939902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -3939901.750000 Penalty: 5081.758301
	Iteration 33Q: 3 clusters Score -3939902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -3939907.500000 Penalty: 5081.758301
	Iteration 34Q: 3 clusters Score -3939908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3939915.750000 Penalty: 5081.758301
	Iteration 35Q: 3 clusters Score -3939916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3939918.000000 Penalty: 5081.758301
	Iteration 36Q: 3 clusters Score -3939918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -3939917.500000 Penalty: 5081.758301
	Iteration 37Q: 3 clusters Score -3939918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -3939925.750000 Penalty: 5081.758301
	Iteration 38Q: 3 clusters Score -3939926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -3939931.250000 Penalty: 5081.758301
	Iteration 39Q: 3 clusters Score -3939931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -3939943.750000 Penalty: 5081.758301
	Iteration 40F: 3 clusters Score -3939944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -3939944.750000 Penalty: 5081.758301
	Iteration 41Q: 3 clusters Score -3939945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -3939949.250000 Penalty: 5081.758301
	Iteration 42Q: 3 clusters Score -3939949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -3939957.000000 Penalty: 5081.758301
	Iteration 43Q: 3 clusters Score -3939957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -3939957.250000 Penalty: 5081.758301
	Iteration 44Q: 3 clusters Score -3939957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -3939965.250000 Penalty: 5081.758301
	Iteration 45Q: 3 clusters Score -3939965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3939963.250000 Penalty: 5081.758301
	Iteration 46Q: 3 clusters Score -3939963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -3939973.250000 Penalty: 5081.758301
	Iteration 47Q: 3 clusters Score -3939973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -3939973.000000 Penalty: 5081.758301
	Iteration 48Q: 3 clusters Score -3939973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -3939975.000000 Penalty: 5081.758301
	Iteration 49Q: 3 clusters Score -3939975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -3939971.250000 Penalty: 5081.758301
	Iteration 50Q: 3 clusters Score -3939971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3939976.500000 Penalty: 5081.758301
	Iteration 51Q: 3 clusters Score -3939976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -3939985.250000 Penalty: 5081.758301
	Iteration 52Q: 3 clusters Score -3939985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -3939983.500000 Penalty: 5081.758301
	Iteration 53Q: 3 clusters Score -3939984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -3939983.500000 Penalty: 5081.758301
	Iteration 54F: 3 clusters Score -3939984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (207859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207859 members 
Entering Unmasked Estep 
Score: -29028278.000000 Penalty: 3036.664551
	Iteration 0F: 2 clusters Score -2.902828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103843 members 
Mstep: Class 2 contains 104016 members 
Entering Unmasked Estep 
Score: -28904670.000000 Penalty: 6073.329102
	Iteration 0F: 3 clusters Score -2.890467e+07 nChanged 100109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100674 members 
Mstep: Class 2 contains 107185 members 
Entering Unmasked Estep 
Score: -28962632.000000 Penalty: 6073.329102
	Iteration 1F: 3 clusters Score -2.896263e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98679 members 
Mstep: Class 2 contains 109180 members 
Entering Unmasked Estep 
Score: -28963694.000000 Penalty: 6073.329102
	Iteration 2Q: 3 clusters Score -2.896369e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95532 members 
Mstep: Class 2 contains 112327 members 
Entering Unmasked Estep 
Score: -28964752.000000 Penalty: 6073.329102
	Iteration 3Q: 3 clusters Score -2.896475e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90652 members 
Mstep: Class 2 contains 117207 members 
Entering Unmasked Estep 
Score: -28966468.000000 Penalty: 6073.329102
	Iteration 4Q: 3 clusters Score -2.896647e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 124450 members 
Entering Unmasked Estep 
Score: -28969140.000000 Penalty: 6073.329102
	Iteration 5Q: 3 clusters Score -2.896914e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 135233 members 
Entering Unmasked Estep 
Score: -28974058.000000 Penalty: 6073.329102
	Iteration 6F: 3 clusters Score -2.897406e+07 nChanged 15268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 150245 members 
Entering Unmasked Estep 
Score: -28982818.000000 Penalty: 6073.329102
	Iteration 7F: 3 clusters Score -2.898282e+07 nChanged 18345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 168488 members 
Entering Unmasked Estep 
Score: -28995254.000000 Penalty: 6073.329102
	Iteration 8F: 3 clusters Score -2.899525e+07 nChanged 17979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 186443 members 
Entering Unmasked Estep 
Score: -29009080.000000 Penalty: 6073.329102
	Iteration 9F: 3 clusters Score -2.900908e+07 nChanged 12668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 199099 members 
Entering Unmasked Estep 
Score: -29019062.000000 Penalty: 6073.329102
	Iteration 10F: 3 clusters Score -2.901906e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 204937 members 
Entering Unmasked Estep 
Score: -29023294.000000 Penalty: 6073.329102
	Iteration 11Q: 3 clusters Score -2.902329e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 206853 members 
Entering Unmasked Estep 
Score: -29024802.000000 Penalty: 6073.329102
	Iteration 12Q: 3 clusters Score -2.90248e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 207328 members 
Entering Unmasked Estep 
Score: -29025258.000000 Penalty: 6073.329102
	Iteration 13Q: 3 clusters Score -2.902526e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 207453 members 
Entering Unmasked Estep 
Score: -29025450.000000 Penalty: 6073.329102
	Iteration 14Q: 3 clusters Score -2.902545e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 207504 members 
Entering Unmasked Estep 
Score: -29025524.000000 Penalty: 6073.329102
	Iteration 15Q: 3 clusters Score -2.902552e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 207524 members 
Entering Unmasked Estep 
Score: -29025558.000000 Penalty: 6073.329102
	Iteration 16Q: 3 clusters Score -2.902556e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 207545 members 
Entering Unmasked Estep 
Score: -29025606.000000 Penalty: 6073.329102
	Iteration 17Q: 3 clusters Score -2.902561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 207552 members 
Entering Unmasked Estep 
Score: -29025630.000000 Penalty: 6073.329102
	Iteration 18Q: 3 clusters Score -2.902563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 207554 members 
Entering Unmasked Estep 
Score: -29025634.000000 Penalty: 6073.329102
	Iteration 19Q: 3 clusters Score -2.902563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 207557 members 
Entering Unmasked Estep 
Score: -29025632.000000 Penalty: 6073.329102
	Iteration 20F: 3 clusters Score -2.902563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 207558 members 
Entering Unmasked Estep 
Score: -29025632.000000 Penalty: 6073.329102
	Iteration 21Q: 3 clusters Score -2.902563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 207559 members 
Entering Unmasked Estep 
Score: -29025638.000000 Penalty: 6073.329102
	Iteration 22Q: 3 clusters Score -2.902564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 207562 members 
Entering Unmasked Estep 
Score: -29025626.000000 Penalty: 6073.329102
	Iteration 23Q: 3 clusters Score -2.902563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 207561 members 
Entering Unmasked Estep 
Score: -29025630.000000 Penalty: 6073.329102
	Iteration 24Q: 3 clusters Score -2.902563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 207562 members 
Entering Unmasked Estep 
Score: -29025640.000000 Penalty: 6073.329102
	Iteration 25Q: 3 clusters Score -2.902564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 207563 members 
Entering Unmasked Estep 
Score: -29025646.000000 Penalty: 6073.329102
	Iteration 26Q: 3 clusters Score -2.902565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 207564 members 
Entering Unmasked Estep 
Score: -29025650.000000 Penalty: 6073.329102
	Iteration 27Q: 3 clusters Score -2.902565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 207564 members 
Entering Unmasked Estep 
Score: -29025642.000000 Penalty: 6073.329102
	Iteration 28Q: 3 clusters Score -2.902564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 207564 members 
Entering Unmasked Estep 
Score: -29025648.000000 Penalty: 6073.329102
	Iteration 29Q: 3 clusters Score -2.902565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 207566 members 
Entering Unmasked Estep 
Score: -29025646.000000 Penalty: 6073.329102
	Iteration 30Q: 3 clusters Score -2.902565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 207566 members 
Entering Unmasked Estep 
Score: -29025646.000000 Penalty: 6073.329102
	Iteration 31F: 3 clusters Score -2.902565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -308103.968750 Penalty: 1934.744995
	Iteration 0F: 2 clusters Score -308104 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 1251 members 
Entering Unmasked Estep 
Score: -305403.968750 Penalty: 3869.489990
	Iteration 0F: 3 clusters Score -305404 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -307961.312500 Penalty: 3869.489990
	Iteration 1F: 3 clusters Score -307961.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -309329.093750 Penalty: 3869.489990
	Iteration 2F: 3 clusters Score -309329.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -310034.187500 Penalty: 3869.489990
	Iteration 3F: 3 clusters Score -310034.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -310269.437500 Penalty: 3869.489990
	Iteration 4Q: 3 clusters Score -310269.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -310335.156250 Penalty: 3869.489990
	Iteration 5Q: 3 clusters Score -310335.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -310359.500000 Penalty: 3869.489990
	Iteration 6Q: 3 clusters Score -310359.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -310372.937500 Penalty: 3869.489990
	Iteration 7Q: 3 clusters Score -310372.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -310383.437500 Penalty: 3869.489990
	Iteration 8Q: 3 clusters Score -310383.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -310390.156250 Penalty: 3869.489990
	Iteration 9Q: 3 clusters Score -310390.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -310390.343750 Penalty: 3869.489990
	Iteration 10F: 3 clusters Score -310390.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -310391.656250 Penalty: 3869.489990
	Iteration 11Q: 3 clusters Score -310391.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -310393.187500 Penalty: 3869.489990
	Iteration 12Q: 3 clusters Score -310393.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -310395.687500 Penalty: 3869.489990
	Iteration 13Q: 3 clusters Score -310395.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -310396.687500 Penalty: 3869.489990
	Iteration 14Q: 3 clusters Score -310396.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -310397.312500 Penalty: 3869.489990
	Iteration 15Q: 3 clusters Score -310397.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -310399.343750 Penalty: 3869.489990
	Iteration 16Q: 3 clusters Score -310399.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -310400.750000 Penalty: 3869.489990
	Iteration 17Q: 3 clusters Score -310400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -310401.593750 Penalty: 3869.489990
	Iteration 18Q: 3 clusters Score -310401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -310404.531250 Penalty: 3869.489990
	Iteration 19Q: 3 clusters Score -310404.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -310406.093750 Penalty: 3869.489990
	Iteration 20F: 3 clusters Score -310406.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 34690 members 
Mstep: Class 3 contains 42811 members 
Mstep: Class 4 contains 5355 members 
Mstep: Class 5 contains 6313 members 
Mstep: Class 6 contains 5031 members 
Mstep: Class 7 contains 28155 members 
Mstep: Class 8 contains 207859 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 13692 members 
Mstep: Class 11 contains 238082 members 
Mstep: Class 12 contains 35352 members 
Mstep: Class 13 contains 5550 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 7195 members 
Mstep: Class 16 contains 756 members 
Mstep: Class 17 contains 13980 members 
Mstep: Class 18 contains 3997 members 
Mstep: Class 19 contains 290957 members 
Mstep: Class 20 contains 13844 members 
Mstep: Class 21 contains 40053 members 
Mstep: Class 22 contains 1979 members 
Entering Unmasked Estep 
Score: -135802240.000000 Penalty: 75362.250000
Splitting cluster 9 changes total score from -135801152.000000 to -135802240.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (13692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Entering Unmasked Estep 
Score: -1924029.500000 Penalty: 2362.092529
	Iteration 0F: 2 clusters Score -1924030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1914030.250000 Penalty: 4724.185059
	Iteration 0F: 3 clusters Score -1914030 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1916992.375000 Penalty: 4724.185059
	Iteration 1F: 3 clusters Score -1916992 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1917295.750000 Penalty: 4724.185059
	Iteration 2F: 3 clusters Score -1917296 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1917538.375000 Penalty: 4724.185059
	Iteration 3Q: 3 clusters Score -1917538 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1917763.500000 Penalty: 4724.185059
	Iteration 4Q: 3 clusters Score -1917764 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1917939.500000 Penalty: 4724.185059
	Iteration 5Q: 3 clusters Score -1917940 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1918112.625000 Penalty: 4724.185059
	Iteration 6Q: 3 clusters Score -1918113 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1918313.250000 Penalty: 4724.185059
	Iteration 7Q: 3 clusters Score -1918313 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1918548.375000 Penalty: 4724.185059
	Iteration 8Q: 3 clusters Score -1918548 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1918882.500000 Penalty: 4724.185059
	Iteration 9Q: 3 clusters Score -1918882 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1919270.875000 Penalty: 4724.185059
	Iteration 10Q: 3 clusters Score -1919271 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1919736.750000 Penalty: 4724.185059
	Iteration 11Q: 3 clusters Score -1919737 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1920210.625000 Penalty: 4724.185059
	Iteration 12Q: 3 clusters Score -1920211 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1920610.250000 Penalty: 4724.185059
	Iteration 13Q: 3 clusters Score -1920610 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1920880.625000 Penalty: 4724.185059
	Iteration 14Q: 3 clusters Score -1920881 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1921057.750000 Penalty: 4724.185059
	Iteration 15Q: 3 clusters Score -1921058 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1921171.500000 Penalty: 4724.185059
	Iteration 16Q: 3 clusters Score -1921172 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1921247.375000 Penalty: 4724.185059
	Iteration 17Q: 3 clusters Score -1921247 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1921307.000000 Penalty: 4724.185059
	Iteration 18Q: 3 clusters Score -1921307 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1921345.125000 Penalty: 4724.185059
	Iteration 19Q: 3 clusters Score -1921345 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1921376.500000 Penalty: 4724.185059
	Iteration 20F: 3 clusters Score -1921376 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1921400.125000 Penalty: 4724.185059
	Iteration 21Q: 3 clusters Score -1921400 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1921431.250000 Penalty: 4724.185059
	Iteration 22Q: 3 clusters Score -1921431 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1921457.125000 Penalty: 4724.185059
	Iteration 23Q: 3 clusters Score -1921457 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1921482.250000 Penalty: 4724.185059
	Iteration 24Q: 3 clusters Score -1921482 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1921492.250000 Penalty: 4724.185059
	Iteration 25Q: 3 clusters Score -1921492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1921507.125000 Penalty: 4724.185059
	Iteration 26Q: 3 clusters Score -1921507 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1921520.375000 Penalty: 4724.185059
	Iteration 27Q: 3 clusters Score -1921520 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1921538.500000 Penalty: 4724.185059
	Iteration 28Q: 3 clusters Score -1921538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1921552.750000 Penalty: 4724.185059
	Iteration 29Q: 3 clusters Score -1921553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1921564.750000 Penalty: 4724.185059
	Iteration 30Q: 3 clusters Score -1921565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1921576.000000 Penalty: 4724.185059
	Iteration 31Q: 3 clusters Score -1921576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1921589.000000 Penalty: 4724.185059
	Iteration 32Q: 3 clusters Score -1921589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1921597.125000 Penalty: 4724.185059
	Iteration 33Q: 3 clusters Score -1921597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1921608.500000 Penalty: 4724.185059
	Iteration 34Q: 3 clusters Score -1921608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1921619.625000 Penalty: 4724.185059
	Iteration 35Q: 3 clusters Score -1921620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1921633.000000 Penalty: 4724.185059
	Iteration 36Q: 3 clusters Score -1921633 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1921645.250000 Penalty: 4724.185059
	Iteration 37Q: 3 clusters Score -1921645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1921658.125000 Penalty: 4724.185059
	Iteration 38Q: 3 clusters Score -1921658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1921674.625000 Penalty: 4724.185059
	Iteration 39Q: 3 clusters Score -1921675 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1921692.500000 Penalty: 4724.185059
	Iteration 40F: 3 clusters Score -1921692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1921710.750000 Penalty: 4724.185059
	Iteration 41Q: 3 clusters Score -1921711 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1921728.125000 Penalty: 4724.185059
	Iteration 42Q: 3 clusters Score -1921728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1921740.875000 Penalty: 4724.185059
	Iteration 43Q: 3 clusters Score -1921741 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1921754.500000 Penalty: 4724.185059
	Iteration 44Q: 3 clusters Score -1921754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1921767.500000 Penalty: 4724.185059
	Iteration 45Q: 3 clusters Score -1921768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1921778.875000 Penalty: 4724.185059
	Iteration 46Q: 3 clusters Score -1921779 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1921799.500000 Penalty: 4724.185059
	Iteration 47Q: 3 clusters Score -1921800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1921817.500000 Penalty: 4724.185059
	Iteration 48Q: 3 clusters Score -1921818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1921828.250000 Penalty: 4724.185059
	Iteration 49Q: 3 clusters Score -1921828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1921839.750000 Penalty: 4724.185059
	Iteration 50Q: 3 clusters Score -1921840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1921846.625000 Penalty: 4724.185059
	Iteration 51Q: 3 clusters Score -1921847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1921854.625000 Penalty: 4724.185059
	Iteration 52Q: 3 clusters Score -1921855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1921869.500000 Penalty: 4724.185059
	Iteration 53Q: 3 clusters Score -1921870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1921876.125000 Penalty: 4724.185059
	Iteration 54Q: 3 clusters Score -1921876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1921880.125000 Penalty: 4724.185059
	Iteration 55Q: 3 clusters Score -1921880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1921883.250000 Penalty: 4724.185059
	Iteration 56Q: 3 clusters Score -1921883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1921890.375000 Penalty: 4724.185059
	Iteration 57Q: 3 clusters Score -1921890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1921903.500000 Penalty: 4724.185059
	Iteration 58Q: 3 clusters Score -1921904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1921912.125000 Penalty: 4724.185059
	Iteration 59Q: 3 clusters Score -1921912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1921924.125000 Penalty: 4724.185059
	Iteration 60F: 3 clusters Score -1921924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1921936.125000 Penalty: 4724.185059
	Iteration 61Q: 3 clusters Score -1921936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1921943.500000 Penalty: 4724.185059
	Iteration 62Q: 3 clusters Score -1921944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1921954.750000 Penalty: 4724.185059
	Iteration 63Q: 3 clusters Score -1921955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1921957.875000 Penalty: 4724.185059
	Iteration 64Q: 3 clusters Score -1921958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1921966.625000 Penalty: 4724.185059
	Iteration 65Q: 3 clusters Score -1921967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1921970.250000 Penalty: 4724.185059
	Iteration 66Q: 3 clusters Score -1921970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1921975.625000 Penalty: 4724.185059
	Iteration 67Q: 3 clusters Score -1921976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1921977.250000 Penalty: 4724.185059
	Iteration 68Q: 3 clusters Score -1921977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1921981.625000 Penalty: 4724.185059
	Iteration 69Q: 3 clusters Score -1921982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1921984.500000 Penalty: 4724.185059
	Iteration 70Q: 3 clusters Score -1921984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1921986.250000 Penalty: 4724.185059
	Iteration 71Q: 3 clusters Score -1921986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1921987.750000 Penalty: 4724.185059
	Iteration 72Q: 3 clusters Score -1921988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1921990.750000 Penalty: 4724.185059
	Iteration 73Q: 3 clusters Score -1921991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1921990.875000 Penalty: 4724.185059
	Iteration 74Q: 3 clusters Score -1921991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1921991.250000 Penalty: 4724.185059
	Iteration 75Q: 3 clusters Score -1921991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1921992.875000 Penalty: 4724.185059
	Iteration 76Q: 3 clusters Score -1921993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1921994.750000 Penalty: 4724.185059
	Iteration 77Q: 3 clusters Score -1921995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1921992.625000 Penalty: 4724.185059
	Iteration 78Q: 3 clusters Score -1921993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1921995.875000 Penalty: 4724.185059
	Iteration 79Q: 3 clusters Score -1921996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1921994.875000 Penalty: 4724.185059
	Iteration 80F: 3 clusters Score -1921995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (238082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238082 members 
Entering Unmasked Estep 
Score: -33145486.000000 Penalty: 3070.331787
	Iteration 0F: 2 clusters Score -3.314549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118487 members 
Mstep: Class 2 contains 119595 members 
Entering Unmasked Estep 
Score: -33008346.000000 Penalty: 6140.663574
	Iteration 0F: 3 clusters Score -3.300835e+07 nChanged 114396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110851 members 
Mstep: Class 2 contains 127231 members 
Entering Unmasked Estep 
Score: -33075078.000000 Penalty: 6140.663574
	Iteration 1F: 3 clusters Score -3.307508e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106975 members 
Mstep: Class 2 contains 131107 members 
Entering Unmasked Estep 
Score: -33076854.000000 Penalty: 6140.663574
	Iteration 2Q: 3 clusters Score -3.307685e+07 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101488 members 
Mstep: Class 2 contains 136594 members 
Entering Unmasked Estep 
Score: -33079574.000000 Penalty: 6140.663574
	Iteration 3Q: 3 clusters Score -3.307957e+07 nChanged 11189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94313 members 
Mstep: Class 2 contains 143769 members 
Entering Unmasked Estep 
Score: -33084158.000000 Penalty: 6140.663574
	Iteration 4Q: 3 clusters Score -3.308416e+07 nChanged 13648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85827 members 
Mstep: Class 2 contains 152255 members 
Entering Unmasked Estep 
Score: -33090770.000000 Penalty: 6140.663574
	Iteration 5F: 3 clusters Score -3.309077e+07 nChanged 15400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77755 members 
Mstep: Class 2 contains 160327 members 
Entering Unmasked Estep 
Score: -33099394.000000 Penalty: 6140.663574
	Iteration 6F: 3 clusters Score -3.309939e+07 nChanged 15456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72349 members 
Mstep: Class 2 contains 165733 members 
Entering Unmasked Estep 
Score: -33108374.000000 Penalty: 6140.663574
	Iteration 7F: 3 clusters Score -3.310837e+07 nChanged 14244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70837 members 
Mstep: Class 2 contains 167245 members 
Entering Unmasked Estep 
Score: -33115758.000000 Penalty: 6140.663574
	Iteration 8F: 3 clusters Score -3.311576e+07 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72252 members 
Mstep: Class 2 contains 165830 members 
Entering Unmasked Estep 
Score: -33119904.000000 Penalty: 6140.663574
	Iteration 9Q: 3 clusters Score -3.31199e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74729 members 
Mstep: Class 2 contains 163353 members 
Entering Unmasked Estep 
Score: -33121188.000000 Penalty: 6140.663574
	Iteration 10Q: 3 clusters Score -3.312119e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 160587 members 
Entering Unmasked Estep 
Score: -33121718.000000 Penalty: 6140.663574
	Iteration 11Q: 3 clusters Score -3.312172e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 157627 members 
Entering Unmasked Estep 
Score: -33122006.000000 Penalty: 6140.663574
	Iteration 12Q: 3 clusters Score -3.312201e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83401 members 
Mstep: Class 2 contains 154681 members 
Entering Unmasked Estep 
Score: -33122206.000000 Penalty: 6140.663574
	Iteration 13Q: 3 clusters Score -3.312221e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86358 members 
Mstep: Class 2 contains 151724 members 
Entering Unmasked Estep 
Score: -33122494.000000 Penalty: 6140.663574
	Iteration 14Q: 3 clusters Score -3.312249e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89256 members 
Mstep: Class 2 contains 148826 members 
Entering Unmasked Estep 
Score: -33122846.000000 Penalty: 6140.663574
	Iteration 15Q: 3 clusters Score -3.312285e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92151 members 
Mstep: Class 2 contains 145931 members 
Entering Unmasked Estep 
Score: -33123202.000000 Penalty: 6140.663574
	Iteration 16Q: 3 clusters Score -3.31232e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94825 members 
Mstep: Class 2 contains 143257 members 
Entering Unmasked Estep 
Score: -33123570.000000 Penalty: 6140.663574
	Iteration 17Q: 3 clusters Score -3.312357e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97370 members 
Mstep: Class 2 contains 140712 members 
Entering Unmasked Estep 
Score: -33123848.000000 Penalty: 6140.663574
	Iteration 18Q: 3 clusters Score -3.312385e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99810 members 
Mstep: Class 2 contains 138272 members 
Entering Unmasked Estep 
Score: -33124128.000000 Penalty: 6140.663574
	Iteration 19Q: 3 clusters Score -3.312413e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102293 members 
Mstep: Class 2 contains 135789 members 
Entering Unmasked Estep 
Score: -33124540.000000 Penalty: 6140.663574
	Iteration 20F: 3 clusters Score -3.312454e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104733 members 
Mstep: Class 2 contains 133349 members 
Entering Unmasked Estep 
Score: -33124652.000000 Penalty: 6140.663574
	Iteration 21Q: 3 clusters Score -3.312465e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107255 members 
Mstep: Class 2 contains 130827 members 
Entering Unmasked Estep 
Score: -33124924.000000 Penalty: 6140.663574
	Iteration 22Q: 3 clusters Score -3.312492e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109862 members 
Mstep: Class 2 contains 128220 members 
Entering Unmasked Estep 
Score: -33125314.000000 Penalty: 6140.663574
	Iteration 23Q: 3 clusters Score -3.312531e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112627 members 
Mstep: Class 2 contains 125455 members 
Entering Unmasked Estep 
Score: -33125554.000000 Penalty: 6140.663574
	Iteration 24Q: 3 clusters Score -3.312555e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115508 members 
Mstep: Class 2 contains 122574 members 
Entering Unmasked Estep 
Score: -33126106.000000 Penalty: 6140.663574
	Iteration 25Q: 3 clusters Score -3.312611e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118735 members 
Mstep: Class 2 contains 119347 members 
Entering Unmasked Estep 
Score: -33126548.000000 Penalty: 6140.663574
	Iteration 26Q: 3 clusters Score -3.312655e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122276 members 
Mstep: Class 2 contains 115806 members 
Entering Unmasked Estep 
Score: -33126856.000000 Penalty: 6140.663574
	Iteration 27Q: 3 clusters Score -3.312686e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125962 members 
Mstep: Class 2 contains 112120 members 
Entering Unmasked Estep 
Score: -33127292.000000 Penalty: 6140.663574
	Iteration 28Q: 3 clusters Score -3.312729e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129814 members 
Mstep: Class 2 contains 108268 members 
Entering Unmasked Estep 
Score: -33127592.000000 Penalty: 6140.663574
	Iteration 29Q: 3 clusters Score -3.312759e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134146 members 
Mstep: Class 2 contains 103936 members 
Entering Unmasked Estep 
Score: -33128250.000000 Penalty: 6140.663574
	Iteration 30Q: 3 clusters Score -3.312825e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139175 members 
Mstep: Class 2 contains 98907 members 
Entering Unmasked Estep 
Score: -33129152.000000 Penalty: 6140.663574
	Iteration 31Q: 3 clusters Score -3.312915e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145016 members 
Mstep: Class 2 contains 93066 members 
Entering Unmasked Estep 
Score: -33130314.000000 Penalty: 6140.663574
	Iteration 32Q: 3 clusters Score -3.313031e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151853 members 
Mstep: Class 2 contains 86229 members 
Entering Unmasked Estep 
Score: -33131266.000000 Penalty: 6140.663574
	Iteration 33Q: 3 clusters Score -3.313127e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159505 members 
Mstep: Class 2 contains 78577 members 
Entering Unmasked Estep 
Score: -33132530.000000 Penalty: 6140.663574
	Iteration 34Q: 3 clusters Score -3.313253e+07 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167284 members 
Mstep: Class 2 contains 70798 members 
Entering Unmasked Estep 
Score: -33132862.000000 Penalty: 6140.663574
	Iteration 35Q: 3 clusters Score -3.313286e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174493 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -33132800.000000 Penalty: 6140.663574
	Iteration 36Q: 3 clusters Score -3.31328e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180713 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -33132364.000000 Penalty: 6140.663574
	Iteration 37Q: 3 clusters Score -3.313236e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185939 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -33131980.000000 Penalty: 6140.663574
	Iteration 38Q: 3 clusters Score -3.313198e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190309 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -33131780.000000 Penalty: 6140.663574
	Iteration 39Q: 3 clusters Score -3.313178e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194149 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -33135938.000000 Penalty: 6140.663574
	Iteration 40F: 3 clusters Score -3.313594e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202021 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -33137474.000000 Penalty: 6140.663574
	Iteration 41Q: 3 clusters Score -3.313747e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207799 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -33137520.000000 Penalty: 6140.663574
	Iteration 42Q: 3 clusters Score -3.313752e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212303 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -33137112.000000 Penalty: 6140.663574
	Iteration 43Q: 3 clusters Score -3.313711e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215782 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -33137788.000000 Penalty: 6140.663574
	Iteration 44Q: 3 clusters Score -3.313779e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218571 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -33138426.000000 Penalty: 6140.663574
	Iteration 45Q: 3 clusters Score -3.313843e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220833 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -33138998.000000 Penalty: 6140.663574
	Iteration 46Q: 3 clusters Score -3.3139e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222725 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -33139306.000000 Penalty: 6140.663574
	Iteration 47Q: 3 clusters Score -3.313931e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224334 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -33140640.000000 Penalty: 6140.663574
	Iteration 48Q: 3 clusters Score -3.314064e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225711 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -33141428.000000 Penalty: 6140.663574
	Iteration 49Q: 3 clusters Score -3.314143e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226923 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -33142082.000000 Penalty: 6140.663574
	Iteration 50Q: 3 clusters Score -3.314208e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228000 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -33142668.000000 Penalty: 6140.663574
	Iteration 51Q: 3 clusters Score -3.314267e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228908 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -33142960.000000 Penalty: 6140.663574
	Iteration 52Q: 3 clusters Score -3.314296e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229689 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -33143256.000000 Penalty: 6140.663574
	Iteration 53Q: 3 clusters Score -3.314326e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230353 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -33143410.000000 Penalty: 6140.663574
	Iteration 54Q: 3 clusters Score -3.314341e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230940 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -33143438.000000 Penalty: 6140.663574
	Iteration 55Q: 3 clusters Score -3.314344e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231439 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -33143542.000000 Penalty: 6140.663574
	Iteration 56Q: 3 clusters Score -3.314354e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231874 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -33143586.000000 Penalty: 6140.663574
	Iteration 57Q: 3 clusters Score -3.314359e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232274 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -33143668.000000 Penalty: 6140.663574
	Iteration 58Q: 3 clusters Score -3.314367e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232635 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -33143704.000000 Penalty: 6140.663574
	Iteration 59Q: 3 clusters Score -3.31437e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232961 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -33143796.000000 Penalty: 6140.663574
	Iteration 60F: 3 clusters Score -3.31438e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233277 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -33143822.000000 Penalty: 6140.663574
	Iteration 61Q: 3 clusters Score -3.314382e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233552 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -33143854.000000 Penalty: 6140.663574
	Iteration 62Q: 3 clusters Score -3.314385e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233807 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -33143874.000000 Penalty: 6140.663574
	Iteration 63Q: 3 clusters Score -3.314387e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234022 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -33143900.000000 Penalty: 6140.663574
	Iteration 64Q: 3 clusters Score -3.31439e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234218 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -33143940.000000 Penalty: 6140.663574
	Iteration 65Q: 3 clusters Score -3.314394e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234389 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -33143970.000000 Penalty: 6140.663574
	Iteration 66Q: 3 clusters Score -3.314397e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234545 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -33144002.000000 Penalty: 6140.663574
	Iteration 67Q: 3 clusters Score -3.3144e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234701 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -33144026.000000 Penalty: 6140.663574
	Iteration 68Q: 3 clusters Score -3.314403e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234821 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -33144064.000000 Penalty: 6140.663574
	Iteration 69Q: 3 clusters Score -3.314406e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234934 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -33144048.000000 Penalty: 6140.663574
	Iteration 70Q: 3 clusters Score -3.314405e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235026 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -33143982.000000 Penalty: 6140.663574
	Iteration 71Q: 3 clusters Score -3.314398e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235097 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -33143996.000000 Penalty: 6140.663574
	Iteration 72Q: 3 clusters Score -3.3144e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235160 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -33143974.000000 Penalty: 6140.663574
	Iteration 73Q: 3 clusters Score -3.314397e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235217 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -33143996.000000 Penalty: 6140.663574
	Iteration 74Q: 3 clusters Score -3.3144e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235262 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -33143994.000000 Penalty: 6140.663574
	Iteration 75Q: 3 clusters Score -3.314399e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235303 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -33143980.000000 Penalty: 6140.663574
	Iteration 76Q: 3 clusters Score -3.314398e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235345 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -33143978.000000 Penalty: 6140.663574
	Iteration 77Q: 3 clusters Score -3.314398e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235390 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -33143972.000000 Penalty: 6140.663574
	Iteration 78Q: 3 clusters Score -3.314397e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235421 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -33143914.000000 Penalty: 6140.663574
	Iteration 79Q: 3 clusters Score -3.314391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235437 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -33143906.000000 Penalty: 6140.663574
	Iteration 80F: 3 clusters Score -3.314391e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235455 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -33143884.000000 Penalty: 6140.663574
	Iteration 81Q: 3 clusters Score -3.314388e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235477 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -33143870.000000 Penalty: 6140.663574
	Iteration 82Q: 3 clusters Score -3.314387e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235500 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -33143890.000000 Penalty: 6140.663574
	Iteration 83Q: 3 clusters Score -3.314389e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235520 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -33143886.000000 Penalty: 6140.663574
	Iteration 84Q: 3 clusters Score -3.314389e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235536 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -33143866.000000 Penalty: 6140.663574
	Iteration 85Q: 3 clusters Score -3.314387e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235553 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -33143890.000000 Penalty: 6140.663574
	Iteration 86Q: 3 clusters Score -3.314389e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235573 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -33143910.000000 Penalty: 6140.663574
	Iteration 87Q: 3 clusters Score -3.314391e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235591 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -33143896.000000 Penalty: 6140.663574
	Iteration 88Q: 3 clusters Score -3.31439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235598 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -33143908.000000 Penalty: 6140.663574
	Iteration 89Q: 3 clusters Score -3.314391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235603 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -33143902.000000 Penalty: 6140.663574
	Iteration 90Q: 3 clusters Score -3.31439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235610 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -33143918.000000 Penalty: 6140.663574
	Iteration 91Q: 3 clusters Score -3.314392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235615 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -33143922.000000 Penalty: 6140.663574
	Iteration 92Q: 3 clusters Score -3.314392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235622 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -33143922.000000 Penalty: 6140.663574
	Iteration 93Q: 3 clusters Score -3.314392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235629 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -33143908.000000 Penalty: 6140.663574
	Iteration 94Q: 3 clusters Score -3.314391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235637 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -33143902.000000 Penalty: 6140.663574
	Iteration 95Q: 3 clusters Score -3.31439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235644 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -33143902.000000 Penalty: 6140.663574
	Iteration 96Q: 3 clusters Score -3.31439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235646 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -33143904.000000 Penalty: 6140.663574
	Iteration 97Q: 3 clusters Score -3.31439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235648 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -33143916.000000 Penalty: 6140.663574
	Iteration 98Q: 3 clusters Score -3.314392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235649 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -33143918.000000 Penalty: 6140.663574
	Iteration 99Q: 3 clusters Score -3.314392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235653 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -33143900.000000 Penalty: 6140.663574
	Iteration 100F: 3 clusters Score -3.31439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235655 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -33143902.000000 Penalty: 6140.663574
	Iteration 101Q: 3 clusters Score -3.31439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235659 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -33143910.000000 Penalty: 6140.663574
	Iteration 102Q: 3 clusters Score -3.314391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235658 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -33143902.000000 Penalty: 6140.663574
	Iteration 103Q: 3 clusters Score -3.31439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235658 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -33143902.000000 Penalty: 6140.663574
	Iteration 104F: 3 clusters Score -3.31439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Entering Unmasked Estep 
Score: -4982939.000000 Penalty: 2597.331299
	Iteration 0F: 2 clusters Score -4982939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -4958869.000000 Penalty: 5194.662598
	Iteration 0F: 3 clusters Score -4958869 nChanged 16065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -4967668.500000 Penalty: 5194.662598
	Iteration 1F: 3 clusters Score -4967668 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -4968216.500000 Penalty: 5194.662598
	Iteration 2Q: 3 clusters Score -4968216 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4968829.500000 Penalty: 5194.662598
	Iteration 3Q: 3 clusters Score -4968830 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -4969629.500000 Penalty: 5194.662598
	Iteration 4Q: 3 clusters Score -4969630 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -4970726.000000 Penalty: 5194.662598
	Iteration 5F: 3 clusters Score -4970726 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -4972247.000000 Penalty: 5194.662598
	Iteration 6F: 3 clusters Score -4972247 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -4974146.000000 Penalty: 5194.662598
	Iteration 7F: 3 clusters Score -4974146 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -4976092.500000 Penalty: 5194.662598
	Iteration 8F: 3 clusters Score -4976092 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -4977686.500000 Penalty: 5194.662598
	Iteration 9F: 3 clusters Score -4977686 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -4978822.000000 Penalty: 5194.662598
	Iteration 10Q: 3 clusters Score -4978822 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -4979605.500000 Penalty: 5194.662598
	Iteration 11Q: 3 clusters Score -4979606 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -4980053.000000 Penalty: 5194.662598
	Iteration 12Q: 3 clusters Score -4980053 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -4980291.000000 Penalty: 5194.662598
	Iteration 13Q: 3 clusters Score -4980291 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -4980432.500000 Penalty: 5194.662598
	Iteration 14Q: 3 clusters Score -4980432 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -4980524.500000 Penalty: 5194.662598
	Iteration 15Q: 3 clusters Score -4980524 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -4980592.500000 Penalty: 5194.662598
	Iteration 16Q: 3 clusters Score -4980592 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -4980654.000000 Penalty: 5194.662598
	Iteration 17Q: 3 clusters Score -4980654 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -4980690.000000 Penalty: 5194.662598
	Iteration 18Q: 3 clusters Score -4980690 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -4980732.000000 Penalty: 5194.662598
	Iteration 19Q: 3 clusters Score -4980732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -4980748.000000 Penalty: 5194.662598
	Iteration 20F: 3 clusters Score -4980748 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -4980770.500000 Penalty: 5194.662598
	Iteration 21Q: 3 clusters Score -4980770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -4980793.500000 Penalty: 5194.662598
	Iteration 22Q: 3 clusters Score -4980794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -4980794.500000 Penalty: 5194.662598
	Iteration 23Q: 3 clusters Score -4980794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -4980801.500000 Penalty: 5194.662598
	Iteration 24Q: 3 clusters Score -4980802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -4980809.000000 Penalty: 5194.662598
	Iteration 25Q: 3 clusters Score -4980809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -4980814.500000 Penalty: 5194.662598
	Iteration 26Q: 3 clusters Score -4980814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -4980814.000000 Penalty: 5194.662598
	Iteration 27Q: 3 clusters Score -4980814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -4980823.500000 Penalty: 5194.662598
	Iteration 28Q: 3 clusters Score -4980824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -4980830.000000 Penalty: 5194.662598
	Iteration 29Q: 3 clusters Score -4980830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -4980830.000000 Penalty: 5194.662598
	Iteration 30Q: 3 clusters Score -4980830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -4980836.000000 Penalty: 5194.662598
	Iteration 31Q: 3 clusters Score -4980836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -4980837.000000 Penalty: 5194.662598
	Iteration 32Q: 3 clusters Score -4980837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -4980835.000000 Penalty: 5194.662598
	Iteration 33Q: 3 clusters Score -4980835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -4980835.000000 Penalty: 5194.662598
	Iteration 34F: 3 clusters Score -4980835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Entering Unmasked Estep 
Score: -777718.375000 Penalty: 2138.145264
	Iteration 0F: 2 clusters Score -777718.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -772841.187500 Penalty: 4276.290527
	Iteration 0F: 3 clusters Score -772841.2 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -774039.687500 Penalty: 4276.290527
	Iteration 1F: 3 clusters Score -774039.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -774281.437500 Penalty: 4276.290527
	Iteration 2F: 3 clusters Score -774281.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -774429.375000 Penalty: 4276.290527
	Iteration 3F: 3 clusters Score -774429.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -774504.062500 Penalty: 4276.290527
	Iteration 4Q: 3 clusters Score -774504.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -774556.562500 Penalty: 4276.290527
	Iteration 5Q: 3 clusters Score -774556.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -774594.062500 Penalty: 4276.290527
	Iteration 6Q: 3 clusters Score -774594.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -774626.062500 Penalty: 4276.290527
	Iteration 7Q: 3 clusters Score -774626.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -774649.375000 Penalty: 4276.290527
	Iteration 8Q: 3 clusters Score -774649.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -774667.125000 Penalty: 4276.290527
	Iteration 9Q: 3 clusters Score -774667.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -774684.250000 Penalty: 4276.290527
	Iteration 10Q: 3 clusters Score -774684.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -774703.562500 Penalty: 4276.290527
	Iteration 11Q: 3 clusters Score -774703.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -774721.562500 Penalty: 4276.290527
	Iteration 12Q: 3 clusters Score -774721.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -774737.812500 Penalty: 4276.290527
	Iteration 13Q: 3 clusters Score -774737.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -774754.312500 Penalty: 4276.290527
	Iteration 14Q: 3 clusters Score -774754.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -774769.500000 Penalty: 4276.290527
	Iteration 15Q: 3 clusters Score -774769.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -774786.812500 Penalty: 4276.290527
	Iteration 16Q: 3 clusters Score -774786.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -774805.312500 Penalty: 4276.290527
	Iteration 17Q: 3 clusters Score -774805.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -774826.312500 Penalty: 4276.290527
	Iteration 18Q: 3 clusters Score -774826.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -774853.312500 Penalty: 4276.290527
	Iteration 19Q: 3 clusters Score -774853.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -774880.562500 Penalty: 4276.290527
	Iteration 20F: 3 clusters Score -774880.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -774916.750000 Penalty: 4276.290527
	Iteration 21Q: 3 clusters Score -774916.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -774955.687500 Penalty: 4276.290527
	Iteration 22Q: 3 clusters Score -774955.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -774990.375000 Penalty: 4276.290527
	Iteration 23Q: 3 clusters Score -774990.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -775036.250000 Penalty: 4276.290527
	Iteration 24Q: 3 clusters Score -775036.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -775077.562500 Penalty: 4276.290527
	Iteration 25Q: 3 clusters Score -775077.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -775119.375000 Penalty: 4276.290527
	Iteration 26Q: 3 clusters Score -775119.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -775158.250000 Penalty: 4276.290527
	Iteration 27Q: 3 clusters Score -775158.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -775207.750000 Penalty: 4276.290527
	Iteration 28Q: 3 clusters Score -775207.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -775267.500000 Penalty: 4276.290527
	Iteration 29Q: 3 clusters Score -775267.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -775332.062500 Penalty: 4276.290527
	Iteration 30Q: 3 clusters Score -775332.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -775387.750000 Penalty: 4276.290527
	Iteration 31Q: 3 clusters Score -775387.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -775437.312500 Penalty: 4276.290527
	Iteration 32Q: 3 clusters Score -775437.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -775491.812500 Penalty: 4276.290527
	Iteration 33Q: 3 clusters Score -775491.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -775536.500000 Penalty: 4276.290527
	Iteration 34Q: 3 clusters Score -775536.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -775576.750000 Penalty: 4276.290527
	Iteration 35Q: 3 clusters Score -775576.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -775615.875000 Penalty: 4276.290527
	Iteration 36Q: 3 clusters Score -775615.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -775650.750000 Penalty: 4276.290527
	Iteration 37Q: 3 clusters Score -775650.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -775682.500000 Penalty: 4276.290527
	Iteration 38Q: 3 clusters Score -775682.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -775701.625000 Penalty: 4276.290527
	Iteration 39Q: 3 clusters Score -775701.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -775715.625000 Penalty: 4276.290527
	Iteration 40F: 3 clusters Score -775715.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -775727.875000 Penalty: 4276.290527
	Iteration 41Q: 3 clusters Score -775727.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -775739.187500 Penalty: 4276.290527
	Iteration 42Q: 3 clusters Score -775739.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -775755.000000 Penalty: 4276.290527
	Iteration 43Q: 3 clusters Score -775755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -775772.437500 Penalty: 4276.290527
	Iteration 44Q: 3 clusters Score -775772.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -775790.312500 Penalty: 4276.290527
	Iteration 45Q: 3 clusters Score -775790.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -775802.312500 Penalty: 4276.290527
	Iteration 46Q: 3 clusters Score -775802.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -775811.500000 Penalty: 4276.290527
	Iteration 47Q: 3 clusters Score -775811.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -775813.500000 Penalty: 4276.290527
	Iteration 48Q: 3 clusters Score -775813.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -775815.500000 Penalty: 4276.290527
	Iteration 49Q: 3 clusters Score -775815.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -775816.750000 Penalty: 4276.290527
	Iteration 50Q: 3 clusters Score -775816.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -775819.562500 Penalty: 4276.290527
	Iteration 51Q: 3 clusters Score -775819.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -775822.062500 Penalty: 4276.290527
	Iteration 52Q: 3 clusters Score -775822.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -775823.062500 Penalty: 4276.290527
	Iteration 53Q: 3 clusters Score -775823.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -775825.500000 Penalty: 4276.290527
	Iteration 54Q: 3 clusters Score -775825.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -775827.562500 Penalty: 4276.290527
	Iteration 55Q: 3 clusters Score -775827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -775830.250000 Penalty: 4276.290527
	Iteration 56Q: 3 clusters Score -775830.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -775830.250000 Penalty: 4276.290527
	Iteration 57F: 3 clusters Score -775830.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -55360.902344 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -55360.9 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 253 members 
Entering Unmasked Estep 
Score: -53983.453125 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -53983.45 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54252.960938 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -54252.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54303.003906 Penalty: 3044.312744
	Iteration 2Q: 3 clusters Score -54303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54311.039062 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -54311.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54315.382812 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -54315.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54328.191406 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -54328.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54335.742188 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -54335.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54345.222656 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -54345.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54348.488281 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -54348.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54351.898438 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -54351.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -54354.093750 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -54354.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54357.308594 Penalty: 3044.312744
	Iteration 11Q: 3 clusters Score -54357.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54358.871094 Penalty: 3044.312744
	Iteration 12Q: 3 clusters Score -54358.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54364.316406 Penalty: 3044.312744
	Iteration 13Q: 3 clusters Score -54364.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54377.746094 Penalty: 3044.312744
	Iteration 14Q: 3 clusters Score -54377.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -54394.437500 Penalty: 3044.312744
	Iteration 15Q: 3 clusters Score -54394.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -54407.660156 Penalty: 3044.312744
	Iteration 16Q: 3 clusters Score -54407.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54411.644531 Penalty: 3044.312744
	Iteration 17Q: 3 clusters Score -54411.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54416.894531 Penalty: 3044.312744
	Iteration 18Q: 3 clusters Score -54416.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -54420.714844 Penalty: 3044.312744
	Iteration 19Q: 3 clusters Score -54420.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -54432.023438 Penalty: 3044.312744
	Iteration 20F: 3 clusters Score -54432.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -54441.914062 Penalty: 3044.312744
	Iteration 21Q: 3 clusters Score -54441.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -54447.718750 Penalty: 3044.312744
	Iteration 22Q: 3 clusters Score -54447.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -54450.562500 Penalty: 3044.312744
	Iteration 23Q: 3 clusters Score -54450.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -54452.070312 Penalty: 3044.312744
	Iteration 24Q: 3 clusters Score -54452.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -54452.070312 Penalty: 3044.312744
	Iteration 25F: 3 clusters Score -54452.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Entering Unmasked Estep 
Score: -1031276.562500 Penalty: 2202.523193
	Iteration 0F: 2 clusters Score -1031277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1025306.125000 Penalty: 4405.046387
	Iteration 0F: 3 clusters Score -1025306 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1026867.187500 Penalty: 4405.046387
	Iteration 1F: 3 clusters Score -1026867 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1027093.437500 Penalty: 4405.046387
	Iteration 2F: 3 clusters Score -1027093 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1027232.375000 Penalty: 4405.046387
	Iteration 3Q: 3 clusters Score -1027232 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1027319.062500 Penalty: 4405.046387
	Iteration 4Q: 3 clusters Score -1027319 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1027373.437500 Penalty: 4405.046387
	Iteration 5Q: 3 clusters Score -1027373 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1027407.625000 Penalty: 4405.046387
	Iteration 6Q: 3 clusters Score -1027408 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1027438.875000 Penalty: 4405.046387
	Iteration 7Q: 3 clusters Score -1027439 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1027460.312500 Penalty: 4405.046387
	Iteration 8Q: 3 clusters Score -1027460 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1027477.250000 Penalty: 4405.046387
	Iteration 9Q: 3 clusters Score -1027477 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1027494.562500 Penalty: 4405.046387
	Iteration 10Q: 3 clusters Score -1027495 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1027506.250000 Penalty: 4405.046387
	Iteration 11Q: 3 clusters Score -1027506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1027513.875000 Penalty: 4405.046387
	Iteration 12Q: 3 clusters Score -1027514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1027523.500000 Penalty: 4405.046387
	Iteration 13Q: 3 clusters Score -1027524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1027532.562500 Penalty: 4405.046387
	Iteration 14Q: 3 clusters Score -1027533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1027542.187500 Penalty: 4405.046387
	Iteration 15Q: 3 clusters Score -1027542 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1027553.375000 Penalty: 4405.046387
	Iteration 16Q: 3 clusters Score -1027553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1027559.500000 Penalty: 4405.046387
	Iteration 17Q: 3 clusters Score -1027560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1027566.250000 Penalty: 4405.046387
	Iteration 18Q: 3 clusters Score -1027566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1027571.500000 Penalty: 4405.046387
	Iteration 19Q: 3 clusters Score -1027572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1027576.750000 Penalty: 4405.046387
	Iteration 20F: 3 clusters Score -1027577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1027581.437500 Penalty: 4405.046387
	Iteration 21Q: 3 clusters Score -1027581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1027583.562500 Penalty: 4405.046387
	Iteration 22Q: 3 clusters Score -1027584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1027587.562500 Penalty: 4405.046387
	Iteration 23Q: 3 clusters Score -1027588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1027587.875000 Penalty: 4405.046387
	Iteration 24Q: 3 clusters Score -1027588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1027592.375000 Penalty: 4405.046387
	Iteration 25Q: 3 clusters Score -1027592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1027595.812500 Penalty: 4405.046387
	Iteration 26Q: 3 clusters Score -1027596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1027596.875000 Penalty: 4405.046387
	Iteration 27Q: 3 clusters Score -1027597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1027599.125000 Penalty: 4405.046387
	Iteration 28Q: 3 clusters Score -1027599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1027599.250000 Penalty: 4405.046387
	Iteration 29Q: 3 clusters Score -1027599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1027600.812500 Penalty: 4405.046387
	Iteration 30Q: 3 clusters Score -1027601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1027600.750000 Penalty: 4405.046387
	Iteration 31Q: 3 clusters Score -1027601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1027602.500000 Penalty: 4405.046387
	Iteration 32Q: 3 clusters Score -1027602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1027604.125000 Penalty: 4405.046387
	Iteration 33Q: 3 clusters Score -1027604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1027606.187500 Penalty: 4405.046387
	Iteration 34Q: 3 clusters Score -1027606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1027607.375000 Penalty: 4405.046387
	Iteration 35Q: 3 clusters Score -1027607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1027609.187500 Penalty: 4405.046387
	Iteration 36Q: 3 clusters Score -1027609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1027610.125000 Penalty: 4405.046387
	Iteration 37Q: 3 clusters Score -1027610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1027611.812500 Penalty: 4405.046387
	Iteration 38Q: 3 clusters Score -1027612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1027610.187500 Penalty: 4405.046387
	Iteration 39Q: 3 clusters Score -1027610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1027613.750000 Penalty: 4405.046387
	Iteration 40F: 3 clusters Score -1027614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1027615.000000 Penalty: 4405.046387
	Iteration 41Q: 3 clusters Score -1027615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1027614.750000 Penalty: 4405.046387
	Iteration 42Q: 3 clusters Score -1027615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1027615.250000 Penalty: 4405.046387
	Iteration 43Q: 3 clusters Score -1027615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1027618.187500 Penalty: 4405.046387
	Iteration 44Q: 3 clusters Score -1027618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1027615.500000 Penalty: 4405.046387
	Iteration 45Q: 3 clusters Score -1027616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1027616.812500 Penalty: 4405.046387
	Iteration 46Q: 3 clusters Score -1027617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1027617.812500 Penalty: 4405.046387
	Iteration 47Q: 3 clusters Score -1027618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1027621.812500 Penalty: 4405.046387
	Iteration 48Q: 3 clusters Score -1027622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1027621.562500 Penalty: 4405.046387
	Iteration 49Q: 3 clusters Score -1027622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1027621.625000 Penalty: 4405.046387
	Iteration 50Q: 3 clusters Score -1027622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1027620.500000 Penalty: 4405.046387
	Iteration 51Q: 3 clusters Score -1027620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1027622.750000 Penalty: 4405.046387
	Iteration 52Q: 3 clusters Score -1027623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1027622.750000 Penalty: 4405.046387
	Iteration 53F: 3 clusters Score -1027623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -89012.984375 Penalty: 1643.754272
	Iteration 0F: 2 clusters Score -89012.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -87346.601562 Penalty: 3287.508545
	Iteration 0F: 3 clusters Score -87346.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -87730.000000 Penalty: 3287.508545
	Iteration 1F: 3 clusters Score -87730 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88062.054688 Penalty: 3287.508545
	Iteration 2F: 3 clusters Score -88062.05 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -88636.359375 Penalty: 3287.508545
	Iteration 3F: 3 clusters Score -88636.36 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -89294.898438 Penalty: 3287.508545
	Iteration 4F: 3 clusters Score -89294.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -89784.937500 Penalty: 3287.508545
	Iteration 5F: 3 clusters Score -89784.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -90117.953125 Penalty: 3287.508545
	Iteration 6F: 3 clusters Score -90117.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -90226.421875 Penalty: 3287.508545
	Iteration 7Q: 3 clusters Score -90226.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -90264.812500 Penalty: 3287.508545
	Iteration 8Q: 3 clusters Score -90264.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -90272.414062 Penalty: 3287.508545
	Iteration 9Q: 3 clusters Score -90272.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -90300.562500 Penalty: 3287.508545
	Iteration 10Q: 3 clusters Score -90300.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -90311.585938 Penalty: 3287.508545
	Iteration 11Q: 3 clusters Score -90311.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -90343.687500 Penalty: 3287.508545
	Iteration 12Q: 3 clusters Score -90343.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -90348.382812 Penalty: 3287.508545
	Iteration 13Q: 3 clusters Score -90348.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -90348.382812 Penalty: 3287.508545
	Iteration 14F: 3 clusters Score -90348.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 34690 members 
Mstep: Class 3 contains 42811 members 
Mstep: Class 4 contains 5355 members 
Mstep: Class 5 contains 6313 members 
Mstep: Class 6 contains 5031 members 
Mstep: Class 7 contains 28155 members 
Mstep: Class 8 contains 207859 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 13692 members 
Mstep: Class 11 contains 238082 members 
Mstep: Class 12 contains 35352 members 
Mstep: Class 13 contains 5550 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 7195 members 
Mstep: Class 16 contains 476 members 
Mstep: Class 17 contains 13980 members 
Mstep: Class 18 contains 3997 members 
Mstep: Class 19 contains 290957 members 
Mstep: Class 20 contains 13844 members 
Mstep: Class 21 contains 40053 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 280 members 
Entering Unmasked Estep 
Score: -135801808.000000 Penalty: 78787.804688
Splitting cluster 16 changes total score from -135801152.000000 to -135801808.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 17 (13980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Entering Unmasked Estep 
Score: -1864756.250000 Penalty: 2367.255127
	Iteration 0F: 2 clusters Score -1864756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1854419.125000 Penalty: 4734.510254
	Iteration 0F: 3 clusters Score -1854419 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1857793.500000 Penalty: 4734.510254
	Iteration 1F: 3 clusters Score -1857794 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1858181.750000 Penalty: 4734.510254
	Iteration 2F: 3 clusters Score -1858182 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1858453.875000 Penalty: 4734.510254
	Iteration 3F: 3 clusters Score -1858454 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1858654.375000 Penalty: 4734.510254
	Iteration 4Q: 3 clusters Score -1858654 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1858866.375000 Penalty: 4734.510254
	Iteration 5Q: 3 clusters Score -1858866 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1859115.375000 Penalty: 4734.510254
	Iteration 6Q: 3 clusters Score -1859115 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1859426.625000 Penalty: 4734.510254
	Iteration 7Q: 3 clusters Score -1859427 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1859821.875000 Penalty: 4734.510254
	Iteration 8Q: 3 clusters Score -1859822 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1860255.125000 Penalty: 4734.510254
	Iteration 9Q: 3 clusters Score -1860255 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1860720.625000 Penalty: 4734.510254
	Iteration 10Q: 3 clusters Score -1860721 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1861183.500000 Penalty: 4734.510254
	Iteration 11Q: 3 clusters Score -1861184 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1861600.500000 Penalty: 4734.510254
	Iteration 12Q: 3 clusters Score -1861600 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1861910.500000 Penalty: 4734.510254
	Iteration 13Q: 3 clusters Score -1861910 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1862148.125000 Penalty: 4734.510254
	Iteration 14Q: 3 clusters Score -1862148 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1862338.625000 Penalty: 4734.510254
	Iteration 15Q: 3 clusters Score -1862339 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1862471.375000 Penalty: 4734.510254
	Iteration 16Q: 3 clusters Score -1862471 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1862558.875000 Penalty: 4734.510254
	Iteration 17Q: 3 clusters Score -1862559 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1862633.875000 Penalty: 4734.510254
	Iteration 18Q: 3 clusters Score -1862634 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1862670.750000 Penalty: 4734.510254
	Iteration 19Q: 3 clusters Score -1862671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1862689.625000 Penalty: 4734.510254
	Iteration 20F: 3 clusters Score -1862690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1862704.000000 Penalty: 4734.510254
	Iteration 21Q: 3 clusters Score -1862704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1862716.500000 Penalty: 4734.510254
	Iteration 22Q: 3 clusters Score -1862716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1862736.625000 Penalty: 4734.510254
	Iteration 23Q: 3 clusters Score -1862737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1862752.500000 Penalty: 4734.510254
	Iteration 24Q: 3 clusters Score -1862752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1862754.125000 Penalty: 4734.510254
	Iteration 25Q: 3 clusters Score -1862754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1862767.000000 Penalty: 4734.510254
	Iteration 26Q: 3 clusters Score -1862767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1862772.500000 Penalty: 4734.510254
	Iteration 27Q: 3 clusters Score -1862772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1862775.375000 Penalty: 4734.510254
	Iteration 28Q: 3 clusters Score -1862775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1862777.750000 Penalty: 4734.510254
	Iteration 29Q: 3 clusters Score -1862778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1862783.625000 Penalty: 4734.510254
	Iteration 30Q: 3 clusters Score -1862784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1862783.625000 Penalty: 4734.510254
	Iteration 31Q: 3 clusters Score -1862784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1862784.750000 Penalty: 4734.510254
	Iteration 32Q: 3 clusters Score -1862785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1862784.750000 Penalty: 4734.510254
	Iteration 33F: 3 clusters Score -1862785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Entering Unmasked Estep 
Score: -526081.250000 Penalty: 2056.738281
	Iteration 0F: 2 clusters Score -526081.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -522192.375000 Penalty: 4113.476562
	Iteration 0F: 3 clusters Score -522192.4 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -523014.468750 Penalty: 4113.476562
	Iteration 1F: 3 clusters Score -523014.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -523196.500000 Penalty: 4113.476562
	Iteration 2F: 3 clusters Score -523196.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -523322.593750 Penalty: 4113.476562
	Iteration 3Q: 3 clusters Score -523322.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -523413.343750 Penalty: 4113.476562
	Iteration 4Q: 3 clusters Score -523413.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -523497.875000 Penalty: 4113.476562
	Iteration 5Q: 3 clusters Score -523497.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -523565.093750 Penalty: 4113.476562
	Iteration 6Q: 3 clusters Score -523565.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -523619.343750 Penalty: 4113.476562
	Iteration 7Q: 3 clusters Score -523619.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -523674.406250 Penalty: 4113.476562
	Iteration 8Q: 3 clusters Score -523674.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -523730.500000 Penalty: 4113.476562
	Iteration 9Q: 3 clusters Score -523730.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -523794.937500 Penalty: 4113.476562
	Iteration 10Q: 3 clusters Score -523794.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -523858.687500 Penalty: 4113.476562
	Iteration 11Q: 3 clusters Score -523858.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -523921.343750 Penalty: 4113.476562
	Iteration 12Q: 3 clusters Score -523921.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -523975.562500 Penalty: 4113.476562
	Iteration 13Q: 3 clusters Score -523975.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -524011.875000 Penalty: 4113.476562
	Iteration 14Q: 3 clusters Score -524011.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -524039.656250 Penalty: 4113.476562
	Iteration 15Q: 3 clusters Score -524039.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -524067.000000 Penalty: 4113.476562
	Iteration 16Q: 3 clusters Score -524067 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -524093.312500 Penalty: 4113.476562
	Iteration 17Q: 3 clusters Score -524093.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -524117.031250 Penalty: 4113.476562
	Iteration 18Q: 3 clusters Score -524117 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -524133.062500 Penalty: 4113.476562
	Iteration 19Q: 3 clusters Score -524133.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -524146.968750 Penalty: 4113.476562
	Iteration 20F: 3 clusters Score -524147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -524158.625000 Penalty: 4113.476562
	Iteration 21Q: 3 clusters Score -524158.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -524174.250000 Penalty: 4113.476562
	Iteration 22Q: 3 clusters Score -524174.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -524187.156250 Penalty: 4113.476562
	Iteration 23Q: 3 clusters Score -524187.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -524201.250000 Penalty: 4113.476562
	Iteration 24Q: 3 clusters Score -524201.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -524219.187500 Penalty: 4113.476562
	Iteration 25Q: 3 clusters Score -524219.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -524232.937500 Penalty: 4113.476562
	Iteration 26Q: 3 clusters Score -524232.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -524242.312500 Penalty: 4113.476562
	Iteration 27Q: 3 clusters Score -524242.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -524248.937500 Penalty: 4113.476562
	Iteration 28Q: 3 clusters Score -524248.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -524252.343750 Penalty: 4113.476562
	Iteration 29Q: 3 clusters Score -524252.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -524258.062500 Penalty: 4113.476562
	Iteration 30Q: 3 clusters Score -524258.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -524263.031250 Penalty: 4113.476562
	Iteration 31Q: 3 clusters Score -524263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -524268.843750 Penalty: 4113.476562
	Iteration 32Q: 3 clusters Score -524268.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -524274.531250 Penalty: 4113.476562
	Iteration 33Q: 3 clusters Score -524274.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -524283.906250 Penalty: 4113.476562
	Iteration 34Q: 3 clusters Score -524283.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -524291.875000 Penalty: 4113.476562
	Iteration 35Q: 3 clusters Score -524291.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -524298.250000 Penalty: 4113.476562
	Iteration 36Q: 3 clusters Score -524298.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -524304.187500 Penalty: 4113.476562
	Iteration 37Q: 3 clusters Score -524304.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -524307.625000 Penalty: 4113.476562
	Iteration 38Q: 3 clusters Score -524307.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -524310.125000 Penalty: 4113.476562
	Iteration 39Q: 3 clusters Score -524310.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -524313.562500 Penalty: 4113.476562
	Iteration 40F: 3 clusters Score -524313.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -524315.187500 Penalty: 4113.476562
	Iteration 41Q: 3 clusters Score -524315.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -524316.687500 Penalty: 4113.476562
	Iteration 42Q: 3 clusters Score -524316.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -524316.687500 Penalty: 4113.476562
	Iteration 43F: 3 clusters Score -524316.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (290957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290957 members 
Entering Unmasked Estep 
Score: -39883540.000000 Penalty: 3120.070801
	Iteration 0F: 2 clusters Score -3.988354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145060 members 
Mstep: Class 2 contains 145897 members 
Entering Unmasked Estep 
Score: -39711748.000000 Penalty: 6240.141602
	Iteration 0F: 3 clusters Score -3.971175e+07 nChanged 141152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135370 members 
Mstep: Class 2 contains 155587 members 
Entering Unmasked Estep 
Score: -39795040.000000 Penalty: 6240.141602
	Iteration 1F: 3 clusters Score -3.979504e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129220 members 
Mstep: Class 2 contains 161737 members 
Entering Unmasked Estep 
Score: -39796988.000000 Penalty: 6240.141602
	Iteration 2Q: 3 clusters Score -3.979699e+07 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119608 members 
Mstep: Class 2 contains 171349 members 
Entering Unmasked Estep 
Score: -39800408.000000 Penalty: 6240.141602
	Iteration 3Q: 3 clusters Score -3.980041e+07 nChanged 15252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104718 members 
Mstep: Class 2 contains 186239 members 
Entering Unmasked Estep 
Score: -39807756.000000 Penalty: 6240.141602
	Iteration 4F: 3 clusters Score -3.980776e+07 nChanged 21732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83040 members 
Mstep: Class 2 contains 207917 members 
Entering Unmasked Estep 
Score: -39822524.000000 Penalty: 6240.141602
	Iteration 5F: 3 clusters Score -3.982252e+07 nChanged 28177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 236082 members 
Entering Unmasked Estep 
Score: -39845284.000000 Penalty: 6240.141602
	Iteration 6F: 3 clusters Score -3.984528e+07 nChanged 27224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 263298 members 
Entering Unmasked Estep 
Score: -39862888.000000 Penalty: 6240.141602
	Iteration 7F: 3 clusters Score -3.986289e+07 nChanged 16803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 280097 members 
Entering Unmasked Estep 
Score: -39873376.000000 Penalty: 6240.141602
	Iteration 8F: 3 clusters Score -3.987338e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 287124 members 
Entering Unmasked Estep 
Score: -39877820.000000 Penalty: 6240.141602
	Iteration 9Q: 3 clusters Score -3.987782e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 289511 members 
Entering Unmasked Estep 
Score: -39879524.000000 Penalty: 6240.141602
	Iteration 10Q: 3 clusters Score -3.987952e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 290238 members 
Entering Unmasked Estep 
Score: -39880176.000000 Penalty: 6240.141602
	Iteration 11Q: 3 clusters Score -3.988018e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 290469 members 
Entering Unmasked Estep 
Score: -39880440.000000 Penalty: 6240.141602
	Iteration 12Q: 3 clusters Score -3.988044e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 290561 members 
Entering Unmasked Estep 
Score: -39880604.000000 Penalty: 6240.141602
	Iteration 13Q: 3 clusters Score -3.98806e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 290594 members 
Entering Unmasked Estep 
Score: -39880640.000000 Penalty: 6240.141602
	Iteration 14Q: 3 clusters Score -3.988064e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 290605 members 
Entering Unmasked Estep 
Score: -39880684.000000 Penalty: 6240.141602
	Iteration 15Q: 3 clusters Score -3.988068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 290616 members 
Entering Unmasked Estep 
Score: -39880660.000000 Penalty: 6240.141602
	Iteration 16Q: 3 clusters Score -3.988066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 290627 members 
Entering Unmasked Estep 
Score: -39880708.000000 Penalty: 6240.141602
	Iteration 17Q: 3 clusters Score -3.988071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 290630 members 
Entering Unmasked Estep 
Score: -39880676.000000 Penalty: 6240.141602
	Iteration 18Q: 3 clusters Score -3.988068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 290640 members 
Entering Unmasked Estep 
Score: -39880728.000000 Penalty: 6240.141602
	Iteration 19Q: 3 clusters Score -3.988073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 290640 members 
Entering Unmasked Estep 
Score: -39880724.000000 Penalty: 6240.141602
	Iteration 20F: 3 clusters Score -3.988072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 290640 members 
Entering Unmasked Estep 
Score: -39880752.000000 Penalty: 6240.141602
	Iteration 21Q: 3 clusters Score -3.988075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 290643 members 
Entering Unmasked Estep 
Score: -39880768.000000 Penalty: 6240.141602
	Iteration 22Q: 3 clusters Score -3.988077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 290643 members 
Entering Unmasked Estep 
Score: -39880756.000000 Penalty: 6240.141602
	Iteration 23Q: 3 clusters Score -3.988076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 290644 members 
Entering Unmasked Estep 
Score: -39880776.000000 Penalty: 6240.141602
	Iteration 24Q: 3 clusters Score -3.988078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 290644 members 
Entering Unmasked Estep 
Score: -39880776.000000 Penalty: 6240.141602
	Iteration 25F: 3 clusters Score -3.988078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Entering Unmasked Estep 
Score: -1891827.750000 Penalty: 2364.830566
	Iteration 0F: 2 clusters Score -1891828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1881686.375000 Penalty: 4729.661133
	Iteration 0F: 3 clusters Score -1881686 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1884869.250000 Penalty: 4729.661133
	Iteration 1F: 3 clusters Score -1884869 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1885235.250000 Penalty: 4729.661133
	Iteration 2F: 3 clusters Score -1885235 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1885536.000000 Penalty: 4729.661133
	Iteration 3Q: 3 clusters Score -1885536 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1885820.000000 Penalty: 4729.661133
	Iteration 4Q: 3 clusters Score -1885820 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1886109.250000 Penalty: 4729.661133
	Iteration 5Q: 3 clusters Score -1886109 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1886345.750000 Penalty: 4729.661133
	Iteration 6Q: 3 clusters Score -1886346 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1886553.250000 Penalty: 4729.661133
	Iteration 7Q: 3 clusters Score -1886553 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1886740.125000 Penalty: 4729.661133
	Iteration 8Q: 3 clusters Score -1886740 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1886911.000000 Penalty: 4729.661133
	Iteration 9Q: 3 clusters Score -1886911 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1887069.125000 Penalty: 4729.661133
	Iteration 10Q: 3 clusters Score -1887069 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1887224.125000 Penalty: 4729.661133
	Iteration 11Q: 3 clusters Score -1887224 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1887403.250000 Penalty: 4729.661133
	Iteration 12Q: 3 clusters Score -1887403 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1887599.000000 Penalty: 4729.661133
	Iteration 13Q: 3 clusters Score -1887599 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1887812.625000 Penalty: 4729.661133
	Iteration 14Q: 3 clusters Score -1887813 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1888058.625000 Penalty: 4729.661133
	Iteration 15Q: 3 clusters Score -1888059 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1888329.250000 Penalty: 4729.661133
	Iteration 16Q: 3 clusters Score -1888329 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1888607.625000 Penalty: 4729.661133
	Iteration 17Q: 3 clusters Score -1888608 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1888822.000000 Penalty: 4729.661133
	Iteration 18Q: 3 clusters Score -1888822 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1888973.250000 Penalty: 4729.661133
	Iteration 19Q: 3 clusters Score -1888973 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1889089.625000 Penalty: 4729.661133
	Iteration 20F: 3 clusters Score -1889090 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1889191.000000 Penalty: 4729.661133
	Iteration 21Q: 3 clusters Score -1889191 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1889261.000000 Penalty: 4729.661133
	Iteration 22Q: 3 clusters Score -1889261 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1889323.500000 Penalty: 4729.661133
	Iteration 23Q: 3 clusters Score -1889324 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1889375.250000 Penalty: 4729.661133
	Iteration 24Q: 3 clusters Score -1889375 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1889425.625000 Penalty: 4729.661133
	Iteration 25Q: 3 clusters Score -1889426 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1889488.125000 Penalty: 4729.661133
	Iteration 26Q: 3 clusters Score -1889488 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1889544.750000 Penalty: 4729.661133
	Iteration 27Q: 3 clusters Score -1889545 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1889601.250000 Penalty: 4729.661133
	Iteration 28Q: 3 clusters Score -1889601 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1889671.875000 Penalty: 4729.661133
	Iteration 29Q: 3 clusters Score -1889672 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1889755.750000 Penalty: 4729.661133
	Iteration 30Q: 3 clusters Score -1889756 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1889841.750000 Penalty: 4729.661133
	Iteration 31Q: 3 clusters Score -1889842 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1889945.250000 Penalty: 4729.661133
	Iteration 32Q: 3 clusters Score -1889945 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1890053.000000 Penalty: 4729.661133
	Iteration 33Q: 3 clusters Score -1890053 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1890142.125000 Penalty: 4729.661133
	Iteration 34Q: 3 clusters Score -1890142 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1890219.375000 Penalty: 4729.661133
	Iteration 35Q: 3 clusters Score -1890219 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1890255.625000 Penalty: 4729.661133
	Iteration 36Q: 3 clusters Score -1890256 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1890279.375000 Penalty: 4729.661133
	Iteration 37Q: 3 clusters Score -1890279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1890292.375000 Penalty: 4729.661133
	Iteration 38Q: 3 clusters Score -1890292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1890292.500000 Penalty: 4729.661133
	Iteration 39Q: 3 clusters Score -1890292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1890296.875000 Penalty: 4729.661133
	Iteration 40F: 3 clusters Score -1890297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1890306.250000 Penalty: 4729.661133
	Iteration 41Q: 3 clusters Score -1890306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1890309.625000 Penalty: 4729.661133
	Iteration 42Q: 3 clusters Score -1890310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1890311.375000 Penalty: 4729.661133
	Iteration 43Q: 3 clusters Score -1890311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1890314.750000 Penalty: 4729.661133
	Iteration 44Q: 3 clusters Score -1890315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1890314.750000 Penalty: 4729.661133
	Iteration 45Q: 3 clusters Score -1890315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1890314.625000 Penalty: 4729.661133
	Iteration 46Q: 3 clusters Score -1890315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1890319.375000 Penalty: 4729.661133
	Iteration 47Q: 3 clusters Score -1890319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1890318.750000 Penalty: 4729.661133
	Iteration 48Q: 3 clusters Score -1890319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1890318.750000 Penalty: 4729.661133
	Iteration 49F: 3 clusters Score -1890319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Entering Unmasked Estep 
Score: -5430306.500000 Penalty: 2628.293701
	Iteration 0F: 2 clusters Score -5430306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -5403258.000000 Penalty: 5256.587402
	Iteration 0F: 3 clusters Score -5403258 nChanged 18343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -5413330.000000 Penalty: 5256.587402
	Iteration 1F: 3 clusters Score -5413330 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -5413881.000000 Penalty: 5256.587402
	Iteration 2Q: 3 clusters Score -5413881 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -5414374.000000 Penalty: 5256.587402
	Iteration 3Q: 3 clusters Score -5414374 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -5414983.000000 Penalty: 5256.587402
	Iteration 4Q: 3 clusters Score -5414983 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -5415663.500000 Penalty: 5256.587402
	Iteration 5Q: 3 clusters Score -5415664 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -5416702.000000 Penalty: 5256.587402
	Iteration 6Q: 3 clusters Score -5416702 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -5418140.500000 Penalty: 5256.587402
	Iteration 7F: 3 clusters Score -5418140 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -5420136.000000 Penalty: 5256.587402
	Iteration 8F: 3 clusters Score -5420136 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -5422390.500000 Penalty: 5256.587402
	Iteration 9F: 3 clusters Score -5422390 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -5424623.000000 Penalty: 5256.587402
	Iteration 10F: 3 clusters Score -5424623 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -5426473.000000 Penalty: 5256.587402
	Iteration 11Q: 3 clusters Score -5426473 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -5427832.000000 Penalty: 5256.587402
	Iteration 12Q: 3 clusters Score -5427832 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -5428858.000000 Penalty: 5256.587402
	Iteration 13Q: 3 clusters Score -5428858 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -5429320.500000 Penalty: 5256.587402
	Iteration 14Q: 3 clusters Score -5429320 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -5429574.500000 Penalty: 5256.587402
	Iteration 15Q: 3 clusters Score -5429574 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -5429683.500000 Penalty: 5256.587402
	Iteration 16Q: 3 clusters Score -5429684 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -5429746.000000 Penalty: 5256.587402
	Iteration 17Q: 3 clusters Score -5429746 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -5429778.500000 Penalty: 5256.587402
	Iteration 18Q: 3 clusters Score -5429778 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -5429793.000000 Penalty: 5256.587402
	Iteration 19Q: 3 clusters Score -5429793 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -5429806.500000 Penalty: 5256.587402
	Iteration 20F: 3 clusters Score -5429806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -5429817.000000 Penalty: 5256.587402
	Iteration 21Q: 3 clusters Score -5429817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -5429820.500000 Penalty: 5256.587402
	Iteration 22Q: 3 clusters Score -5429820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -5429837.500000 Penalty: 5256.587402
	Iteration 23Q: 3 clusters Score -5429838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -5429833.500000 Penalty: 5256.587402
	Iteration 24Q: 3 clusters Score -5429834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -5429835.500000 Penalty: 5256.587402
	Iteration 25Q: 3 clusters Score -5429836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -5429842.500000 Penalty: 5256.587402
	Iteration 26Q: 3 clusters Score -5429842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -5429833.500000 Penalty: 5256.587402
	Iteration 27Q: 3 clusters Score -5429834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -5429837.000000 Penalty: 5256.587402
	Iteration 28Q: 3 clusters Score -5429837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -5429825.500000 Penalty: 5256.587402
	Iteration 29Q: 3 clusters Score -5429826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -5429832.500000 Penalty: 5256.587402
	Iteration 30Q: 3 clusters Score -5429832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -5429832.500000 Penalty: 5256.587402
	Iteration 31F: 3 clusters Score -5429832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 34690 members 
Mstep: Class 3 contains 42811 members 
Mstep: Class 4 contains 5355 members 
Mstep: Class 5 contains 6313 members 
Mstep: Class 6 contains 5031 members 
Mstep: Class 7 contains 28155 members 
Mstep: Class 8 contains 207859 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 13692 members 
Mstep: Class 11 contains 238082 members 
Mstep: Class 12 contains 35352 members 
Mstep: Class 13 contains 5550 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 7195 members 
Mstep: Class 16 contains 476 members 
Mstep: Class 17 contains 13980 members 
Mstep: Class 18 contains 3997 members 
Mstep: Class 19 contains 290957 members 
Mstep: Class 20 contains 13844 members 
Mstep: Class 21 contains 40053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801968.000000 Penalty: 78787.804688
Iteration 79Q: 24 clusters Score -1.35802e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 34615 members 
Mstep: Class 3 contains 42784 members 
Mstep: Class 4 contains 5348 members 
Mstep: Class 5 contains 6198 members 
Mstep: Class 6 contains 5031 members 
Mstep: Class 7 contains 28155 members 
Mstep: Class 8 contains 207884 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 13835 members 
Mstep: Class 11 contains 238145 members 
Mstep: Class 12 contains 35451 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 7208 members 
Mstep: Class 16 contains 493 members 
Mstep: Class 17 contains 13922 members 
Mstep: Class 18 contains 4010 members 
Mstep: Class 19 contains 290898 members 
Mstep: Class 20 contains 13888 members 
Mstep: Class 21 contains 40001 members 
Mstep: Class 22 contains 1965 members 
Mstep: Class 23 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802608.000000 Penalty: 78787.804688
Iteration 80F: 24 clusters Score -1.358026e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 34523 members 
Mstep: Class 3 contains 42761 members 
Mstep: Class 4 contains 5352 members 
Mstep: Class 5 contains 6201 members 
Mstep: Class 6 contains 5031 members 
Mstep: Class 7 contains 28144 members 
Mstep: Class 8 contains 207880 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 14002 members 
Mstep: Class 11 contains 238193 members 
Mstep: Class 12 contains 35552 members 
Mstep: Class 13 contains 5526 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 7211 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13793 members 
Mstep: Class 18 contains 4022 members 
Mstep: Class 19 contains 290821 members 
Mstep: Class 20 contains 13912 members 
Mstep: Class 21 contains 39953 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802928.000000 Penalty: 78787.804688
Iteration 81Q: 24 clusters Score -1.358029e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 34442 members 
Mstep: Class 3 contains 42746 members 
Mstep: Class 4 contains 5356 members 
Mstep: Class 5 contains 6176 members 
Mstep: Class 6 contains 5030 members 
Mstep: Class 7 contains 28139 members 
Mstep: Class 8 contains 207902 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 14144 members 
Mstep: Class 11 contains 238235 members 
Mstep: Class 12 contains 35627 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 474 members 
Mstep: Class 15 contains 7214 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13702 members 
Mstep: Class 18 contains 4029 members 
Mstep: Class 19 contains 290772 members 
Mstep: Class 20 contains 13958 members 
Mstep: Class 21 contains 39892 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803312.000000 Penalty: 78787.804688
Iteration 82Q: 24 clusters Score -1.358033e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 34376 members 
Mstep: Class 3 contains 42739 members 
Mstep: Class 4 contains 5359 members 
Mstep: Class 5 contains 6147 members 
Mstep: Class 6 contains 5026 members 
Mstep: Class 7 contains 28139 members 
Mstep: Class 8 contains 207917 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 14301 members 
Mstep: Class 11 contains 238273 members 
Mstep: Class 12 contains 35691 members 
Mstep: Class 13 contains 5502 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 7219 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13624 members 
Mstep: Class 18 contains 4039 members 
Mstep: Class 19 contains 290687 members 
Mstep: Class 20 contains 14000 members 
Mstep: Class 21 contains 39828 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803552.000000 Penalty: 78787.804688
Iteration 83Q: 24 clusters Score -1.358036e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 42727 members 
Mstep: Class 4 contains 5360 members 
Mstep: Class 5 contains 6147 members 
Mstep: Class 6 contains 5023 members 
Mstep: Class 7 contains 28131 members 
Mstep: Class 8 contains 207924 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 238284 members 
Mstep: Class 12 contains 35773 members 
Mstep: Class 13 contains 5491 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 7223 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13549 members 
Mstep: Class 18 contains 4049 members 
Mstep: Class 19 contains 290648 members 
Mstep: Class 20 contains 14035 members 
Mstep: Class 21 contains 39771 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803840.000000 Penalty: 78787.804688
Iteration 84Q: 24 clusters Score -1.358038e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 34216 members 
Mstep: Class 3 contains 42705 members 
Mstep: Class 4 contains 5360 members 
Mstep: Class 5 contains 6143 members 
Mstep: Class 6 contains 5022 members 
Mstep: Class 7 contains 28127 members 
Mstep: Class 8 contains 207923 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 14542 members 
Mstep: Class 11 contains 238295 members 
Mstep: Class 12 contains 35854 members 
Mstep: Class 13 contains 5477 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 7227 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13492 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 290630 members 
Mstep: Class 20 contains 14076 members 
Mstep: Class 21 contains 39720 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803856.000000 Penalty: 78787.804688
Iteration 85Q: 24 clusters Score -1.358039e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 34159 members 
Mstep: Class 3 contains 42684 members 
Mstep: Class 4 contains 5365 members 
Mstep: Class 5 contains 6139 members 
Mstep: Class 6 contains 5022 members 
Mstep: Class 7 contains 28126 members 
Mstep: Class 8 contains 207934 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 14628 members 
Mstep: Class 11 contains 238289 members 
Mstep: Class 12 contains 35946 members 
Mstep: Class 13 contains 5469 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 7228 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13439 members 
Mstep: Class 18 contains 4061 members 
Mstep: Class 19 contains 290591 members 
Mstep: Class 20 contains 14116 members 
Mstep: Class 21 contains 39668 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804208.000000 Penalty: 78787.804688
Iteration 86Q: 24 clusters Score -1.358042e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 34100 members 
Mstep: Class 3 contains 42671 members 
Mstep: Class 4 contains 5370 members 
Mstep: Class 5 contains 6130 members 
Mstep: Class 6 contains 5020 members 
Mstep: Class 7 contains 28130 members 
Mstep: Class 8 contains 207942 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 14699 members 
Mstep: Class 11 contains 238264 members 
Mstep: Class 12 contains 36038 members 
Mstep: Class 13 contains 5456 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 7230 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13401 members 
Mstep: Class 18 contains 4064 members 
Mstep: Class 19 contains 290564 members 
Mstep: Class 20 contains 14162 members 
Mstep: Class 21 contains 39623 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803904.000000 Penalty: 78787.804688
Iteration 87Q: 24 clusters Score -1.358039e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 34047 members 
Mstep: Class 3 contains 42664 members 
Mstep: Class 4 contains 5375 members 
Mstep: Class 5 contains 6142 members 
Mstep: Class 6 contains 5017 members 
Mstep: Class 7 contains 28129 members 
Mstep: Class 8 contains 207952 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 14778 members 
Mstep: Class 11 contains 238220 members 
Mstep: Class 12 contains 36128 members 
Mstep: Class 13 contains 5453 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 7231 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13364 members 
Mstep: Class 18 contains 4068 members 
Mstep: Class 19 contains 290527 members 
Mstep: Class 20 contains 14202 members 
Mstep: Class 21 contains 39568 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803744.000000 Penalty: 78787.804688
Iteration 88Q: 24 clusters Score -1.358037e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 34001 members 
Mstep: Class 3 contains 42651 members 
Mstep: Class 4 contains 5376 members 
Mstep: Class 5 contains 6148 members 
Mstep: Class 6 contains 5016 members 
Mstep: Class 7 contains 28122 members 
Mstep: Class 8 contains 207961 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 14856 members 
Mstep: Class 11 contains 238183 members 
Mstep: Class 12 contains 36223 members 
Mstep: Class 13 contains 5446 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 7236 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13324 members 
Mstep: Class 18 contains 4073 members 
Mstep: Class 19 contains 290485 members 
Mstep: Class 20 contains 14238 members 
Mstep: Class 21 contains 39526 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803968.000000 Penalty: 78787.804688
Iteration 89Q: 24 clusters Score -1.35804e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33959 members 
Mstep: Class 3 contains 42636 members 
Mstep: Class 4 contains 5377 members 
Mstep: Class 5 contains 6172 members 
Mstep: Class 6 contains 5014 members 
Mstep: Class 7 contains 28122 members 
Mstep: Class 8 contains 207961 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 14936 members 
Mstep: Class 11 contains 238145 members 
Mstep: Class 12 contains 36310 members 
Mstep: Class 13 contains 5445 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 7241 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13288 members 
Mstep: Class 18 contains 4079 members 
Mstep: Class 19 contains 290425 members 
Mstep: Class 20 contains 14275 members 
Mstep: Class 21 contains 39480 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804224.000000 Penalty: 78787.804688
Iteration 90Q: 24 clusters Score -1.358042e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33926 members 
Mstep: Class 3 contains 42627 members 
Mstep: Class 4 contains 5381 members 
Mstep: Class 5 contains 6182 members 
Mstep: Class 6 contains 5013 members 
Mstep: Class 7 contains 28119 members 
Mstep: Class 8 contains 207963 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 14990 members 
Mstep: Class 11 contains 238124 members 
Mstep: Class 12 contains 36395 members 
Mstep: Class 13 contains 5442 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 7246 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13262 members 
Mstep: Class 18 contains 4088 members 
Mstep: Class 19 contains 290371 members 
Mstep: Class 20 contains 14301 members 
Mstep: Class 21 contains 39435 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804320.000000 Penalty: 78787.804688
Iteration 91Q: 24 clusters Score -1.358043e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33892 members 
Mstep: Class 3 contains 42617 members 
Mstep: Class 4 contains 5382 members 
Mstep: Class 5 contains 6209 members 
Mstep: Class 6 contains 5012 members 
Mstep: Class 7 contains 28115 members 
Mstep: Class 8 contains 207951 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15032 members 
Mstep: Class 11 contains 238113 members 
Mstep: Class 12 contains 36486 members 
Mstep: Class 13 contains 5438 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 7256 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13234 members 
Mstep: Class 18 contains 4093 members 
Mstep: Class 19 contains 290322 members 
Mstep: Class 20 contains 14325 members 
Mstep: Class 21 contains 39387 members 
Mstep: Class 22 contains 1992 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804400.000000 Penalty: 78787.804688
Iteration 92Q: 24 clusters Score -1.358044e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33864 members 
Mstep: Class 3 contains 42610 members 
Mstep: Class 4 contains 5378 members 
Mstep: Class 5 contains 6244 members 
Mstep: Class 6 contains 5010 members 
Mstep: Class 7 contains 28114 members 
Mstep: Class 8 contains 207938 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15082 members 
Mstep: Class 11 contains 238101 members 
Mstep: Class 12 contains 36563 members 
Mstep: Class 13 contains 5435 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 7269 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13205 members 
Mstep: Class 18 contains 4097 members 
Mstep: Class 19 contains 290267 members 
Mstep: Class 20 contains 14340 members 
Mstep: Class 21 contains 39347 members 
Mstep: Class 22 contains 1992 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 24 clusters Score -1.358043e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33841 members 
Mstep: Class 3 contains 42599 members 
Mstep: Class 4 contains 5372 members 
Mstep: Class 5 contains 6266 members 
Mstep: Class 6 contains 5010 members 
Mstep: Class 7 contains 28110 members 
Mstep: Class 8 contains 207936 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15124 members 
Mstep: Class 11 contains 238095 members 
Mstep: Class 12 contains 36638 members 
Mstep: Class 13 contains 5432 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 7280 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13180 members 
Mstep: Class 18 contains 4102 members 
Mstep: Class 19 contains 290214 members 
Mstep: Class 20 contains 14357 members 
Mstep: Class 21 contains 39308 members 
Mstep: Class 22 contains 1992 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 94Q: 24 clusters Score -1.358043e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33815 members 
Mstep: Class 3 contains 42588 members 
Mstep: Class 4 contains 5374 members 
Mstep: Class 5 contains 6288 members 
Mstep: Class 6 contains 5010 members 
Mstep: Class 7 contains 28104 members 
Mstep: Class 8 contains 207933 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15175 members 
Mstep: Class 11 contains 238076 members 
Mstep: Class 12 contains 36698 members 
Mstep: Class 13 contains 5430 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 7286 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13164 members 
Mstep: Class 18 contains 4107 members 
Mstep: Class 19 contains 290177 members 
Mstep: Class 20 contains 14376 members 
Mstep: Class 21 contains 39264 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 95Q: 24 clusters Score -1.358043e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33791 members 
Mstep: Class 3 contains 42580 members 
Mstep: Class 4 contains 5379 members 
Mstep: Class 5 contains 6317 members 
Mstep: Class 6 contains 5010 members 
Mstep: Class 7 contains 28102 members 
Mstep: Class 8 contains 207924 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15219 members 
Mstep: Class 11 contains 238048 members 
Mstep: Class 12 contains 36751 members 
Mstep: Class 13 contains 5424 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 7288 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13151 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 290145 members 
Mstep: Class 20 contains 14402 members 
Mstep: Class 21 contains 39223 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 96Q: 24 clusters Score -1.358045e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 33763 members 
Mstep: Class 3 contains 42576 members 
Mstep: Class 4 contains 5380 members 
Mstep: Class 5 contains 6338 members 
Mstep: Class 6 contains 5010 members 
Mstep: Class 7 contains 28096 members 
Mstep: Class 8 contains 207933 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15260 members 
Mstep: Class 11 contains 238025 members 
Mstep: Class 12 contains 36793 members 
Mstep: Class 13 contains 5413 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7293 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13133 members 
Mstep: Class 18 contains 4113 members 
Mstep: Class 19 contains 290132 members 
Mstep: Class 20 contains 14432 members 
Mstep: Class 21 contains 39175 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 97Q: 24 clusters Score -1.358045e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33735 members 
Mstep: Class 3 contains 42570 members 
Mstep: Class 4 contains 5377 members 
Mstep: Class 5 contains 6356 members 
Mstep: Class 6 contains 5010 members 
Mstep: Class 7 contains 28090 members 
Mstep: Class 8 contains 207940 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15287 members 
Mstep: Class 11 contains 238011 members 
Mstep: Class 12 contains 36840 members 
Mstep: Class 13 contains 5410 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7299 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13115 members 
Mstep: Class 18 contains 4117 members 
Mstep: Class 19 contains 290126 members 
Mstep: Class 20 contains 14452 members 
Mstep: Class 21 contains 39129 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 98Q: 24 clusters Score -1.358047e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33713 members 
Mstep: Class 3 contains 42567 members 
Mstep: Class 4 contains 5375 members 
Mstep: Class 5 contains 6369 members 
Mstep: Class 6 contains 5010 members 
Mstep: Class 7 contains 28090 members 
Mstep: Class 8 contains 207942 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15309 members 
Mstep: Class 11 contains 238005 members 
Mstep: Class 12 contains 36889 members 
Mstep: Class 13 contains 5408 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7301 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13094 members 
Mstep: Class 18 contains 4120 members 
Mstep: Class 19 contains 290100 members 
Mstep: Class 20 contains 14476 members 
Mstep: Class 21 contains 39095 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 99Q: 24 clusters Score -1.358044e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33688 members 
Mstep: Class 3 contains 42565 members 
Mstep: Class 4 contains 5375 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 5010 members 
Mstep: Class 7 contains 28090 members 
Mstep: Class 8 contains 207945 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15328 members 
Mstep: Class 11 contains 238002 members 
Mstep: Class 12 contains 36925 members 
Mstep: Class 13 contains 5397 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7306 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13066 members 
Mstep: Class 18 contains 4122 members 
Mstep: Class 19 contains 290097 members 
Mstep: Class 20 contains 14494 members 
Mstep: Class 21 contains 39070 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 100F: 24 clusters Score -1.358047e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33669 members 
Mstep: Class 3 contains 42560 members 
Mstep: Class 4 contains 5372 members 
Mstep: Class 5 contains 6392 members 
Mstep: Class 6 contains 5010 members 
Mstep: Class 7 contains 28092 members 
Mstep: Class 8 contains 207962 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15347 members 
Mstep: Class 11 contains 238000 members 
Mstep: Class 12 contains 36944 members 
Mstep: Class 13 contains 5385 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7311 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13042 members 
Mstep: Class 18 contains 4128 members 
Mstep: Class 19 contains 290102 members 
Mstep: Class 20 contains 14509 members 
Mstep: Class 21 contains 39038 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 101Q: 24 clusters Score -1.358048e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33651 members 
Mstep: Class 3 contains 42554 members 
Mstep: Class 4 contains 5371 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 5010 members 
Mstep: Class 7 contains 28094 members 
Mstep: Class 8 contains 207982 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15360 members 
Mstep: Class 11 contains 238000 members 
Mstep: Class 12 contains 36967 members 
Mstep: Class 13 contains 5373 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13026 members 
Mstep: Class 18 contains 4132 members 
Mstep: Class 19 contains 290102 members 
Mstep: Class 20 contains 14522 members 
Mstep: Class 21 contains 39003 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 102Q: 24 clusters Score -1.358045e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33644 members 
Mstep: Class 3 contains 42553 members 
Mstep: Class 4 contains 5371 members 
Mstep: Class 5 contains 6409 members 
Mstep: Class 6 contains 5010 members 
Mstep: Class 7 contains 28092 members 
Mstep: Class 8 contains 207988 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15377 members 
Mstep: Class 11 contains 238005 members 
Mstep: Class 12 contains 36996 members 
Mstep: Class 13 contains 5362 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7314 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 13010 members 
Mstep: Class 18 contains 4137 members 
Mstep: Class 19 contains 290082 members 
Mstep: Class 20 contains 14544 members 
Mstep: Class 21 contains 38969 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 103Q: 24 clusters Score -1.358047e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33629 members 
Mstep: Class 3 contains 42551 members 
Mstep: Class 4 contains 5371 members 
Mstep: Class 5 contains 6409 members 
Mstep: Class 6 contains 5010 members 
Mstep: Class 7 contains 28093 members 
Mstep: Class 8 contains 207991 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15388 members 
Mstep: Class 11 contains 238009 members 
Mstep: Class 12 contains 37025 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7316 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12998 members 
Mstep: Class 18 contains 4140 members 
Mstep: Class 19 contains 290066 members 
Mstep: Class 20 contains 14567 members 
Mstep: Class 21 contains 38945 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 104Q: 24 clusters Score -1.358046e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33623 members 
Mstep: Class 3 contains 42552 members 
Mstep: Class 4 contains 5372 members 
Mstep: Class 5 contains 6413 members 
Mstep: Class 6 contains 5008 members 
Mstep: Class 7 contains 28090 members 
Mstep: Class 8 contains 208005 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15398 members 
Mstep: Class 11 contains 238011 members 
Mstep: Class 12 contains 37045 members 
Mstep: Class 13 contains 5345 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7314 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12982 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 290054 members 
Mstep: Class 20 contains 14578 members 
Mstep: Class 21 contains 38931 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 105Q: 24 clusters Score -1.358047e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33612 members 
Mstep: Class 3 contains 42554 members 
Mstep: Class 4 contains 5375 members 
Mstep: Class 5 contains 6416 members 
Mstep: Class 6 contains 5004 members 
Mstep: Class 7 contains 28089 members 
Mstep: Class 8 contains 208002 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15410 members 
Mstep: Class 11 contains 238010 members 
Mstep: Class 12 contains 37062 members 
Mstep: Class 13 contains 5332 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7315 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12969 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 290047 members 
Mstep: Class 20 contains 14600 members 
Mstep: Class 21 contains 38924 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 106Q: 24 clusters Score -1.358047e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33607 members 
Mstep: Class 3 contains 42549 members 
Mstep: Class 4 contains 5378 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 5004 members 
Mstep: Class 7 contains 28087 members 
Mstep: Class 8 contains 208004 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15424 members 
Mstep: Class 11 contains 237997 members 
Mstep: Class 12 contains 37089 members 
Mstep: Class 13 contains 5318 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7315 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12958 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 290042 members 
Mstep: Class 20 contains 14613 members 
Mstep: Class 21 contains 38915 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 107Q: 24 clusters Score -1.358045e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33600 members 
Mstep: Class 3 contains 42546 members 
Mstep: Class 4 contains 5378 members 
Mstep: Class 5 contains 6418 members 
Mstep: Class 6 contains 5004 members 
Mstep: Class 7 contains 28086 members 
Mstep: Class 8 contains 208015 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15435 members 
Mstep: Class 11 contains 237990 members 
Mstep: Class 12 contains 37117 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7315 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12953 members 
Mstep: Class 18 contains 4143 members 
Mstep: Class 19 contains 290028 members 
Mstep: Class 20 contains 14619 members 
Mstep: Class 21 contains 38903 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 108Q: 24 clusters Score -1.358045e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33597 members 
Mstep: Class 3 contains 42543 members 
Mstep: Class 4 contains 5378 members 
Mstep: Class 5 contains 6425 members 
Mstep: Class 6 contains 5004 members 
Mstep: Class 7 contains 28081 members 
Mstep: Class 8 contains 208032 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15442 members 
Mstep: Class 11 contains 237983 members 
Mstep: Class 12 contains 37134 members 
Mstep: Class 13 contains 5311 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7317 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12943 members 
Mstep: Class 18 contains 4145 members 
Mstep: Class 19 contains 290019 members 
Mstep: Class 20 contains 14626 members 
Mstep: Class 21 contains 38883 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 109Q: 24 clusters Score -1.358046e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33588 members 
Mstep: Class 3 contains 42544 members 
Mstep: Class 4 contains 5381 members 
Mstep: Class 5 contains 6423 members 
Mstep: Class 6 contains 5002 members 
Mstep: Class 7 contains 28083 members 
Mstep: Class 8 contains 208041 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15447 members 
Mstep: Class 11 contains 237979 members 
Mstep: Class 12 contains 37150 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7318 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12938 members 
Mstep: Class 18 contains 4152 members 
Mstep: Class 19 contains 290020 members 
Mstep: Class 20 contains 14637 members 
Mstep: Class 21 contains 38853 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 110Q: 24 clusters Score -1.358048e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33581 members 
Mstep: Class 3 contains 42541 members 
Mstep: Class 4 contains 5383 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 5000 members 
Mstep: Class 7 contains 28081 members 
Mstep: Class 8 contains 208042 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15453 members 
Mstep: Class 11 contains 237987 members 
Mstep: Class 12 contains 37171 members 
Mstep: Class 13 contains 5297 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7318 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12932 members 
Mstep: Class 18 contains 4162 members 
Mstep: Class 19 contains 290014 members 
Mstep: Class 20 contains 14656 members 
Mstep: Class 21 contains 38824 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 111Q: 24 clusters Score -1.358048e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33580 members 
Mstep: Class 3 contains 42538 members 
Mstep: Class 4 contains 5381 members 
Mstep: Class 5 contains 6420 members 
Mstep: Class 6 contains 4999 members 
Mstep: Class 7 contains 28080 members 
Mstep: Class 8 contains 208047 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15460 members 
Mstep: Class 11 contains 237984 members 
Mstep: Class 12 contains 37184 members 
Mstep: Class 13 contains 5292 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7317 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12924 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 290011 members 
Mstep: Class 20 contains 14680 members 
Mstep: Class 21 contains 38794 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 112Q: 24 clusters Score -1.358047e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33574 members 
Mstep: Class 3 contains 42536 members 
Mstep: Class 4 contains 5384 members 
Mstep: Class 5 contains 6416 members 
Mstep: Class 6 contains 4997 members 
Mstep: Class 7 contains 28082 members 
Mstep: Class 8 contains 208047 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15464 members 
Mstep: Class 11 contains 237988 members 
Mstep: Class 12 contains 37202 members 
Mstep: Class 13 contains 5285 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7317 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12924 members 
Mstep: Class 18 contains 4177 members 
Mstep: Class 19 contains 290010 members 
Mstep: Class 20 contains 14688 members 
Mstep: Class 21 contains 38772 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 113Q: 24 clusters Score -1.358045e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33576 members 
Mstep: Class 3 contains 42530 members 
Mstep: Class 4 contains 5385 members 
Mstep: Class 5 contains 6416 members 
Mstep: Class 6 contains 4996 members 
Mstep: Class 7 contains 28080 members 
Mstep: Class 8 contains 208054 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15472 members 
Mstep: Class 11 contains 237988 members 
Mstep: Class 12 contains 37204 members 
Mstep: Class 13 contains 5280 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7316 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12924 members 
Mstep: Class 18 contains 4185 members 
Mstep: Class 19 contains 290006 members 
Mstep: Class 20 contains 14697 members 
Mstep: Class 21 contains 38754 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 114Q: 24 clusters Score -1.358046e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33578 members 
Mstep: Class 3 contains 42520 members 
Mstep: Class 4 contains 5386 members 
Mstep: Class 5 contains 6414 members 
Mstep: Class 6 contains 4995 members 
Mstep: Class 7 contains 28080 members 
Mstep: Class 8 contains 208065 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15481 members 
Mstep: Class 11 contains 237978 members 
Mstep: Class 12 contains 37208 members 
Mstep: Class 13 contains 5272 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7315 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12922 members 
Mstep: Class 18 contains 4188 members 
Mstep: Class 19 contains 290011 members 
Mstep: Class 20 contains 14702 members 
Mstep: Class 21 contains 38748 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 115Q: 24 clusters Score -1.358046e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33576 members 
Mstep: Class 3 contains 42505 members 
Mstep: Class 4 contains 5384 members 
Mstep: Class 5 contains 6415 members 
Mstep: Class 6 contains 4995 members 
Mstep: Class 7 contains 28079 members 
Mstep: Class 8 contains 208073 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15486 members 
Mstep: Class 11 contains 237978 members 
Mstep: Class 12 contains 37214 members 
Mstep: Class 13 contains 5266 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7315 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12923 members 
Mstep: Class 18 contains 4189 members 
Mstep: Class 19 contains 290014 members 
Mstep: Class 20 contains 14708 members 
Mstep: Class 21 contains 38743 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 116Q: 24 clusters Score -1.358047e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33576 members 
Mstep: Class 3 contains 42495 members 
Mstep: Class 4 contains 5384 members 
Mstep: Class 5 contains 6415 members 
Mstep: Class 6 contains 4995 members 
Mstep: Class 7 contains 28078 members 
Mstep: Class 8 contains 208075 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15489 members 
Mstep: Class 11 contains 237982 members 
Mstep: Class 12 contains 37222 members 
Mstep: Class 13 contains 5261 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7316 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12918 members 
Mstep: Class 18 contains 4190 members 
Mstep: Class 19 contains 290016 members 
Mstep: Class 20 contains 14716 members 
Mstep: Class 21 contains 38735 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
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Iteration 117Q: 24 clusters Score -1.358047e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33574 members 
Mstep: Class 3 contains 42484 members 
Mstep: Class 4 contains 5383 members 
Mstep: Class 5 contains 6414 members 
Mstep: Class 6 contains 4994 members 
Mstep: Class 7 contains 28078 members 
Mstep: Class 8 contains 208075 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15492 members 
Mstep: Class 11 contains 237981 members 
Mstep: Class 12 contains 37235 members 
Mstep: Class 13 contains 5259 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7317 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12918 members 
Mstep: Class 18 contains 4190 members 
Mstep: Class 19 contains 290019 members 
Mstep: Class 20 contains 14721 members 
Mstep: Class 21 contains 38729 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804832.000000 Penalty: 78787.804688
Iteration 118Q: 24 clusters Score -1.358048e+08 nChanged 62
Entering ConstructFrom: 
Score: -135804832.000000 Penalty: 78787.804688
Entering ConstructFrom: 
Trying to split cluster 1 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -73532.546875 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -73532.55 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 307 members 
Entering Unmasked Estep 
Score: -72100.351562 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -72100.35 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72450.421875 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -72450.42 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72572.500000 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -72572.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72636.531250 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -72636.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72653.492188 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -72653.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72666.656250 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -72666.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -72682.867188 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -72682.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72710.445312 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -72710.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -72751.257812 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -72751.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72838.632812 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -72838.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72907.914062 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -72907.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -72994.523438 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -72994.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73086.570312 Penalty: 3178.630371
	Iteration 12Q: 3 clusters Score -73086.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -73130.562500 Penalty: 3178.630371
	Iteration 13Q: 3 clusters Score -73130.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -73164.367188 Penalty: 3178.630371
	Iteration 14Q: 3 clusters Score -73164.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -73191.015625 Penalty: 3178.630371
	Iteration 15Q: 3 clusters Score -73191.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -73239.039062 Penalty: 3178.630371
	Iteration 16Q: 3 clusters Score -73239.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -73290.632812 Penalty: 3178.630371
	Iteration 17Q: 3 clusters Score -73290.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -73309.070312 Penalty: 3178.630371
	Iteration 18Q: 3 clusters Score -73309.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -73313.382812 Penalty: 3178.630371
	Iteration 19Q: 3 clusters Score -73313.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -73314.617188 Penalty: 3178.630371
	Iteration 20F: 3 clusters Score -73314.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Entering Unmasked Estep 
Score: -4692502.500000 Penalty: 2584.519043
	Iteration 0F: 2 clusters Score -4692502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -4669453.000000 Penalty: 5169.038086
	Iteration 0F: 3 clusters Score -4669453 nChanged 15293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -4677859.000000 Penalty: 5169.038086
	Iteration 1F: 3 clusters Score -4677859 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -4678367.000000 Penalty: 5169.038086
	Iteration 2Q: 3 clusters Score -4678367 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -4678841.500000 Penalty: 5169.038086
	Iteration 3Q: 3 clusters Score -4678842 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -4679391.000000 Penalty: 5169.038086
	Iteration 4Q: 3 clusters Score -4679391 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -4680073.000000 Penalty: 5169.038086
	Iteration 5Q: 3 clusters Score -4680073 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -4681078.500000 Penalty: 5169.038086
	Iteration 6F: 3 clusters Score -4681078 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -4682605.000000 Penalty: 5169.038086
	Iteration 7F: 3 clusters Score -4682605 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -4684555.500000 Penalty: 5169.038086
	Iteration 8F: 3 clusters Score -4684556 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -4686572.000000 Penalty: 5169.038086
	Iteration 9F: 3 clusters Score -4686572 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -4688271.500000 Penalty: 5169.038086
	Iteration 10F: 3 clusters Score -4688272 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -4689321.500000 Penalty: 5169.038086
	Iteration 11Q: 3 clusters Score -4689322 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -4689814.000000 Penalty: 5169.038086
	Iteration 12Q: 3 clusters Score -4689814 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -4690032.500000 Penalty: 5169.038086
	Iteration 13Q: 3 clusters Score -4690032 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -4690140.500000 Penalty: 5169.038086
	Iteration 14Q: 3 clusters Score -4690140 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -4690207.000000 Penalty: 5169.038086
	Iteration 15Q: 3 clusters Score -4690207 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -4690255.000000 Penalty: 5169.038086
	Iteration 16Q: 3 clusters Score -4690255 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -4690289.000000 Penalty: 5169.038086
	Iteration 17Q: 3 clusters Score -4690289 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -4690300.000000 Penalty: 5169.038086
	Iteration 18Q: 3 clusters Score -4690300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -4690315.500000 Penalty: 5169.038086
	Iteration 19Q: 3 clusters Score -4690316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -4690333.000000 Penalty: 5169.038086
	Iteration 20F: 3 clusters Score -4690333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -4690332.000000 Penalty: 5169.038086
	Iteration 21Q: 3 clusters Score -4690332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -4690336.000000 Penalty: 5169.038086
	Iteration 22Q: 3 clusters Score -4690336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -4690341.500000 Penalty: 5169.038086
	Iteration 23Q: 3 clusters Score -4690342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -4690345.000000 Penalty: 5169.038086
	Iteration 24Q: 3 clusters Score -4690345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -4690358.500000 Penalty: 5169.038086
	Iteration 25Q: 3 clusters Score -4690358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4690370.500000 Penalty: 5169.038086
	Iteration 26Q: 3 clusters Score -4690370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -4690372.500000 Penalty: 5169.038086
	Iteration 27Q: 3 clusters Score -4690372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -4690377.000000 Penalty: 5169.038086
	Iteration 28Q: 3 clusters Score -4690377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -4690379.000000 Penalty: 5169.038086
	Iteration 29Q: 3 clusters Score -4690379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -4690383.500000 Penalty: 5169.038086
	Iteration 30Q: 3 clusters Score -4690384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -4690386.000000 Penalty: 5169.038086
	Iteration 31Q: 3 clusters Score -4690386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -4690382.500000 Penalty: 5169.038086
	Iteration 32Q: 3 clusters Score -4690382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -4690385.500000 Penalty: 5169.038086
	Iteration 33Q: 3 clusters Score -4690386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -4690390.000000 Penalty: 5169.038086
	Iteration 34Q: 3 clusters Score -4690390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -4690393.000000 Penalty: 5169.038086
	Iteration 35Q: 3 clusters Score -4690393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -4690395.500000 Penalty: 5169.038086
	Iteration 36Q: 3 clusters Score -4690396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -4690395.000000 Penalty: 5169.038086
	Iteration 37Q: 3 clusters Score -4690395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -4690395.000000 Penalty: 5169.038086
	Iteration 38F: 3 clusters Score -4690395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Entering Unmasked Estep 
Score: -5745919.000000 Penalty: 2642.860107
	Iteration 0F: 2 clusters Score -5745919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -5717249.000000 Penalty: 5285.720215
	Iteration 0F: 3 clusters Score -5717249 nChanged 19461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -5727798.500000 Penalty: 5285.720215
	Iteration 1F: 3 clusters Score -5727798 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -5728358.000000 Penalty: 5285.720215
	Iteration 2Q: 3 clusters Score -5728358 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -5728960.500000 Penalty: 5285.720215
	Iteration 3Q: 3 clusters Score -5728960 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -5729623.500000 Penalty: 5285.720215
	Iteration 4Q: 3 clusters Score -5729624 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -5730361.500000 Penalty: 5285.720215
	Iteration 5Q: 3 clusters Score -5730362 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -5731257.000000 Penalty: 5285.720215
	Iteration 6Q: 3 clusters Score -5731257 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -5732554.000000 Penalty: 5285.720215
	Iteration 7F: 3 clusters Score -5732554 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -5734082.500000 Penalty: 5285.720215
	Iteration 8F: 3 clusters Score -5734082 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -5736060.000000 Penalty: 5285.720215
	Iteration 9F: 3 clusters Score -5736060 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -5738324.000000 Penalty: 5285.720215
	Iteration 10F: 3 clusters Score -5738324 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -5740406.000000 Penalty: 5285.720215
	Iteration 11F: 3 clusters Score -5740406 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -5741825.000000 Penalty: 5285.720215
	Iteration 12Q: 3 clusters Score -5741825 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -5742613.000000 Penalty: 5285.720215
	Iteration 13Q: 3 clusters Score -5742613 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -5743031.500000 Penalty: 5285.720215
	Iteration 14Q: 3 clusters Score -5743032 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -5743285.000000 Penalty: 5285.720215
	Iteration 15Q: 3 clusters Score -5743285 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -5743463.500000 Penalty: 5285.720215
	Iteration 16Q: 3 clusters Score -5743464 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -5743556.500000 Penalty: 5285.720215
	Iteration 17Q: 3 clusters Score -5743556 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -5743597.000000 Penalty: 5285.720215
	Iteration 18Q: 3 clusters Score -5743597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -5743618.000000 Penalty: 5285.720215
	Iteration 19Q: 3 clusters Score -5743618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -5743643.000000 Penalty: 5285.720215
	Iteration 20F: 3 clusters Score -5743643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -5743653.000000 Penalty: 5285.720215
	Iteration 21Q: 3 clusters Score -5743653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -5743663.000000 Penalty: 5285.720215
	Iteration 22Q: 3 clusters Score -5743663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -5743680.000000 Penalty: 5285.720215
	Iteration 23Q: 3 clusters Score -5743680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -5743688.500000 Penalty: 5285.720215
	Iteration 24Q: 3 clusters Score -5743688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -5743700.500000 Penalty: 5285.720215
	Iteration 25Q: 3 clusters Score -5743700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -5743709.500000 Penalty: 5285.720215
	Iteration 26Q: 3 clusters Score -5743710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -5743714.000000 Penalty: 5285.720215
	Iteration 27Q: 3 clusters Score -5743714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -5743731.000000 Penalty: 5285.720215
	Iteration 28Q: 3 clusters Score -5743731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -5743748.500000 Penalty: 5285.720215
	Iteration 29Q: 3 clusters Score -5743748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -5743749.500000 Penalty: 5285.720215
	Iteration 30Q: 3 clusters Score -5743750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -5743741.500000 Penalty: 5285.720215
	Iteration 31Q: 3 clusters Score -5743742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -5743744.000000 Penalty: 5285.720215
	Iteration 32Q: 3 clusters Score -5743744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -5743755.000000 Penalty: 5285.720215
	Iteration 33Q: 3 clusters Score -5743755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -5743753.000000 Penalty: 5285.720215
	Iteration 34Q: 3 clusters Score -5743753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -5743761.000000 Penalty: 5285.720215
	Iteration 35Q: 3 clusters Score -5743761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -5743764.000000 Penalty: 5285.720215
	Iteration 36Q: 3 clusters Score -5743764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -5743764.000000 Penalty: 5285.720215
	Iteration 37F: 3 clusters Score -5743764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Entering Unmasked Estep 
Score: -699376.125000 Penalty: 2130.522217
	Iteration 0F: 2 clusters Score -699376.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -694602.562500 Penalty: 4261.044434
	Iteration 0F: 3 clusters Score -694602.6 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -695781.312500 Penalty: 4261.044434
	Iteration 1F: 3 clusters Score -695781.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -695995.687500 Penalty: 4261.044434
	Iteration 2F: 3 clusters Score -695995.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -696143.250000 Penalty: 4261.044434
	Iteration 3F: 3 clusters Score -696143.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -696277.375000 Penalty: 4261.044434
	Iteration 4Q: 3 clusters Score -696277.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -696406.125000 Penalty: 4261.044434
	Iteration 5Q: 3 clusters Score -696406.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -696531.500000 Penalty: 4261.044434
	Iteration 6Q: 3 clusters Score -696531.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -696655.500000 Penalty: 4261.044434
	Iteration 7Q: 3 clusters Score -696655.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -696795.687500 Penalty: 4261.044434
	Iteration 8Q: 3 clusters Score -696795.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -696928.500000 Penalty: 4261.044434
	Iteration 9Q: 3 clusters Score -696928.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -697053.687500 Penalty: 4261.044434
	Iteration 10Q: 3 clusters Score -697053.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -697149.062500 Penalty: 4261.044434
	Iteration 11Q: 3 clusters Score -697149.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -697220.187500 Penalty: 4261.044434
	Iteration 12Q: 3 clusters Score -697220.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -697295.187500 Penalty: 4261.044434
	Iteration 13Q: 3 clusters Score -697295.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -697354.875000 Penalty: 4261.044434
	Iteration 14Q: 3 clusters Score -697354.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -697404.687500 Penalty: 4261.044434
	Iteration 15Q: 3 clusters Score -697404.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -697448.187500 Penalty: 4261.044434
	Iteration 16Q: 3 clusters Score -697448.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -697471.875000 Penalty: 4261.044434
	Iteration 17Q: 3 clusters Score -697471.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -697485.062500 Penalty: 4261.044434
	Iteration 18Q: 3 clusters Score -697485.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -697493.250000 Penalty: 4261.044434
	Iteration 19Q: 3 clusters Score -697493.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -697504.312500 Penalty: 4261.044434
	Iteration 20F: 3 clusters Score -697504.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -697512.437500 Penalty: 4261.044434
	Iteration 21Q: 3 clusters Score -697512.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -697519.250000 Penalty: 4261.044434
	Iteration 22Q: 3 clusters Score -697519.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -697525.250000 Penalty: 4261.044434
	Iteration 23Q: 3 clusters Score -697525.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -697526.062500 Penalty: 4261.044434
	Iteration 24Q: 3 clusters Score -697526.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -697528.812500 Penalty: 4261.044434
	Iteration 25Q: 3 clusters Score -697528.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -697527.687500 Penalty: 4261.044434
	Iteration 26Q: 3 clusters Score -697527.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -697529.562500 Penalty: 4261.044434
	Iteration 27Q: 3 clusters Score -697529.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -697529.937500 Penalty: 4261.044434
	Iteration 28Q: 3 clusters Score -697529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -697529.937500 Penalty: 4261.044434
	Iteration 29F: 3 clusters Score -697529.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Entering Unmasked Estep 
Score: -883174.125000 Penalty: 2174.027100
	Iteration 0F: 2 clusters Score -883174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -877782.625000 Penalty: 4348.054199
	Iteration 0F: 3 clusters Score -877782.6 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -879157.250000 Penalty: 4348.054199
	Iteration 1F: 3 clusters Score -879157.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -879439.187500 Penalty: 4348.054199
	Iteration 2F: 3 clusters Score -879439.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -879605.687500 Penalty: 4348.054199
	Iteration 3F: 3 clusters Score -879605.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -879700.875000 Penalty: 4348.054199
	Iteration 4Q: 3 clusters Score -879700.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -879765.125000 Penalty: 4348.054199
	Iteration 5Q: 3 clusters Score -879765.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -879815.437500 Penalty: 4348.054199
	Iteration 6Q: 3 clusters Score -879815.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -879858.062500 Penalty: 4348.054199
	Iteration 7Q: 3 clusters Score -879858.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -879894.125000 Penalty: 4348.054199
	Iteration 8Q: 3 clusters Score -879894.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -879939.687500 Penalty: 4348.054199
	Iteration 9Q: 3 clusters Score -879939.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -879976.437500 Penalty: 4348.054199
	Iteration 10Q: 3 clusters Score -879976.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -880017.125000 Penalty: 4348.054199
	Iteration 11Q: 3 clusters Score -880017.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -880072.437500 Penalty: 4348.054199
	Iteration 12Q: 3 clusters Score -880072.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -880139.937500 Penalty: 4348.054199
	Iteration 13Q: 3 clusters Score -880139.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -880191.937500 Penalty: 4348.054199
	Iteration 14Q: 3 clusters Score -880191.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -880253.125000 Penalty: 4348.054199
	Iteration 15Q: 3 clusters Score -880253.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -880311.500000 Penalty: 4348.054199
	Iteration 16Q: 3 clusters Score -880311.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -880365.937500 Penalty: 4348.054199
	Iteration 17Q: 3 clusters Score -880365.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -880425.187500 Penalty: 4348.054199
	Iteration 18Q: 3 clusters Score -880425.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -880488.062500 Penalty: 4348.054199
	Iteration 19Q: 3 clusters Score -880488.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -880562.812500 Penalty: 4348.054199
	Iteration 20F: 3 clusters Score -880562.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -880638.875000 Penalty: 4348.054199
	Iteration 21Q: 3 clusters Score -880638.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -880720.625000 Penalty: 4348.054199
	Iteration 22Q: 3 clusters Score -880720.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -880794.187500 Penalty: 4348.054199
	Iteration 23Q: 3 clusters Score -880794.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -880877.875000 Penalty: 4348.054199
	Iteration 24Q: 3 clusters Score -880877.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -880966.312500 Penalty: 4348.054199
	Iteration 25Q: 3 clusters Score -880966.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -881040.625000 Penalty: 4348.054199
	Iteration 26Q: 3 clusters Score -881040.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -881096.250000 Penalty: 4348.054199
	Iteration 27Q: 3 clusters Score -881096.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -881138.875000 Penalty: 4348.054199
	Iteration 28Q: 3 clusters Score -881138.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -881165.375000 Penalty: 4348.054199
	Iteration 29Q: 3 clusters Score -881165.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -881179.125000 Penalty: 4348.054199
	Iteration 30Q: 3 clusters Score -881179.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -881193.937500 Penalty: 4348.054199
	Iteration 31Q: 3 clusters Score -881193.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -881207.562500 Penalty: 4348.054199
	Iteration 32Q: 3 clusters Score -881207.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -881222.062500 Penalty: 4348.054199
	Iteration 33Q: 3 clusters Score -881222.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -881238.500000 Penalty: 4348.054199
	Iteration 34Q: 3 clusters Score -881238.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -881248.750000 Penalty: 4348.054199
	Iteration 35Q: 3 clusters Score -881248.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -881262.125000 Penalty: 4348.054199
	Iteration 36Q: 3 clusters Score -881262.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -881268.562500 Penalty: 4348.054199
	Iteration 37Q: 3 clusters Score -881268.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -881274.937500 Penalty: 4348.054199
	Iteration 38Q: 3 clusters Score -881274.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -881281.937500 Penalty: 4348.054199
	Iteration 39Q: 3 clusters Score -881281.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -881286.937500 Penalty: 4348.054199
	Iteration 40F: 3 clusters Score -881286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -881288.062500 Penalty: 4348.054199
	Iteration 41Q: 3 clusters Score -881288.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -881290.500000 Penalty: 4348.054199
	Iteration 42Q: 3 clusters Score -881290.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -881291.437500 Penalty: 4348.054199
	Iteration 43Q: 3 clusters Score -881291.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -881291.437500 Penalty: 4348.054199
	Iteration 44Q: 3 clusters Score -881291.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -881292.250000 Penalty: 4348.054199
	Iteration 45Q: 3 clusters Score -881292.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -881293.875000 Penalty: 4348.054199
	Iteration 46Q: 3 clusters Score -881293.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -881295.000000 Penalty: 4348.054199
	Iteration 47Q: 3 clusters Score -881295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -881295.562500 Penalty: 4348.054199
	Iteration 48Q: 3 clusters Score -881295.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -881297.062500 Penalty: 4348.054199
	Iteration 49Q: 3 clusters Score -881297.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -881297.812500 Penalty: 4348.054199
	Iteration 50Q: 3 clusters Score -881297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -881301.562500 Penalty: 4348.054199
	Iteration 51Q: 3 clusters Score -881301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -881300.937500 Penalty: 4348.054199
	Iteration 52Q: 3 clusters Score -881300.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -881300.937500 Penalty: 4348.054199
	Iteration 53F: 3 clusters Score -881300.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -658042.000000 Penalty: 2111.916504
	Iteration 0F: 2 clusters Score -658042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -653523.500000 Penalty: 4223.833008
	Iteration 0F: 3 clusters Score -653523.5 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -654752.625000 Penalty: 4223.833008
	Iteration 1F: 3 clusters Score -654752.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -655208.250000 Penalty: 4223.833008
	Iteration 2F: 3 clusters Score -655208.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -655612.687500 Penalty: 4223.833008
	Iteration 3F: 3 clusters Score -655612.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -655971.187500 Penalty: 4223.833008
	Iteration 4F: 3 clusters Score -655971.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -656224.562500 Penalty: 4223.833008
	Iteration 5F: 3 clusters Score -656224.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -656418.500000 Penalty: 4223.833008
	Iteration 6Q: 3 clusters Score -656418.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -656557.812500 Penalty: 4223.833008
	Iteration 7Q: 3 clusters Score -656557.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -656647.875000 Penalty: 4223.833008
	Iteration 8Q: 3 clusters Score -656647.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -656708.437500 Penalty: 4223.833008
	Iteration 9Q: 3 clusters Score -656708.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -656747.000000 Penalty: 4223.833008
	Iteration 10Q: 3 clusters Score -656747 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -656783.250000 Penalty: 4223.833008
	Iteration 11Q: 3 clusters Score -656783.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -656804.125000 Penalty: 4223.833008
	Iteration 12Q: 3 clusters Score -656804.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -656823.500000 Penalty: 4223.833008
	Iteration 13Q: 3 clusters Score -656823.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -656838.687500 Penalty: 4223.833008
	Iteration 14Q: 3 clusters Score -656838.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -656851.562500 Penalty: 4223.833008
	Iteration 15Q: 3 clusters Score -656851.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -656864.937500 Penalty: 4223.833008
	Iteration 16Q: 3 clusters Score -656864.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -656879.000000 Penalty: 4223.833008
	Iteration 17Q: 3 clusters Score -656879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -656887.812500 Penalty: 4223.833008
	Iteration 18Q: 3 clusters Score -656887.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -656894.062500 Penalty: 4223.833008
	Iteration 19Q: 3 clusters Score -656894.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -656898.687500 Penalty: 4223.833008
	Iteration 20F: 3 clusters Score -656898.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -656902.125000 Penalty: 4223.833008
	Iteration 21Q: 3 clusters Score -656902.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -656908.937500 Penalty: 4223.833008
	Iteration 22Q: 3 clusters Score -656908.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -656918.375000 Penalty: 4223.833008
	Iteration 23Q: 3 clusters Score -656918.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -656924.062500 Penalty: 4223.833008
	Iteration 24Q: 3 clusters Score -656924.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -656927.375000 Penalty: 4223.833008
	Iteration 25Q: 3 clusters Score -656927.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -656930.437500 Penalty: 4223.833008
	Iteration 26Q: 3 clusters Score -656930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -656934.062500 Penalty: 4223.833008
	Iteration 27Q: 3 clusters Score -656934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -656933.312500 Penalty: 4223.833008
	Iteration 28Q: 3 clusters Score -656933.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -656933.312500 Penalty: 4223.833008
	Iteration 29F: 3 clusters Score -656933.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Entering Unmasked Estep 
Score: -3930970.750000 Penalty: 2540.191162
	Iteration 0F: 2 clusters Score -3930971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3911592.000000 Penalty: 5080.382324
	Iteration 0F: 3 clusters Score -3911592 nChanged 12625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -3918451.250000 Penalty: 5080.382324
	Iteration 1F: 3 clusters Score -3918451 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3918902.000000 Penalty: 5080.382324
	Iteration 2Q: 3 clusters Score -3918902 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3919272.750000 Penalty: 5080.382324
	Iteration 3Q: 3 clusters Score -3919273 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -3919723.750000 Penalty: 5080.382324
	Iteration 4Q: 3 clusters Score -3919724 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -3920309.000000 Penalty: 5080.382324
	Iteration 5Q: 3 clusters Score -3920309 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -3921166.750000 Penalty: 5080.382324
	Iteration 6F: 3 clusters Score -3921167 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -3922308.750000 Penalty: 5080.382324
	Iteration 7F: 3 clusters Score -3922309 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -3923899.250000 Penalty: 5080.382324
	Iteration 8F: 3 clusters Score -3923899 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3925594.000000 Penalty: 5080.382324
	Iteration 9F: 3 clusters Score -3925594 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3927005.750000 Penalty: 5080.382324
	Iteration 10F: 3 clusters Score -3927006 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3928012.750000 Penalty: 5080.382324
	Iteration 11Q: 3 clusters Score -3928013 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3928538.750000 Penalty: 5080.382324
	Iteration 12Q: 3 clusters Score -3928539 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3928819.000000 Penalty: 5080.382324
	Iteration 13Q: 3 clusters Score -3928819 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3928946.000000 Penalty: 5080.382324
	Iteration 14Q: 3 clusters Score -3928946 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3929018.000000 Penalty: 5080.382324
	Iteration 15Q: 3 clusters Score -3929018 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3929055.750000 Penalty: 5080.382324
	Iteration 16Q: 3 clusters Score -3929056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3929084.500000 Penalty: 5080.382324
	Iteration 17Q: 3 clusters Score -3929084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3929108.250000 Penalty: 5080.382324
	Iteration 18Q: 3 clusters Score -3929108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3929122.000000 Penalty: 5080.382324
	Iteration 19Q: 3 clusters Score -3929122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3929135.750000 Penalty: 5080.382324
	Iteration 20F: 3 clusters Score -3929136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3929149.500000 Penalty: 5080.382324
	Iteration 21Q: 3 clusters Score -3929150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3929156.000000 Penalty: 5080.382324
	Iteration 22Q: 3 clusters Score -3929156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3929161.750000 Penalty: 5080.382324
	Iteration 23Q: 3 clusters Score -3929162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3929161.500000 Penalty: 5080.382324
	Iteration 24Q: 3 clusters Score -3929162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3929161.500000 Penalty: 5080.382324
	Iteration 25Q: 3 clusters Score -3929162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3929168.500000 Penalty: 5080.382324
	Iteration 26Q: 3 clusters Score -3929168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3929168.250000 Penalty: 5080.382324
	Iteration 27Q: 3 clusters Score -3929168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3929173.500000 Penalty: 5080.382324
	Iteration 28Q: 3 clusters Score -3929174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3929173.250000 Penalty: 5080.382324
	Iteration 29Q: 3 clusters Score -3929173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3929172.250000 Penalty: 5080.382324
	Iteration 30Q: 3 clusters Score -3929172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3929173.250000 Penalty: 5080.382324
	Iteration 31Q: 3 clusters Score -3929173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3929172.750000 Penalty: 5080.382324
	Iteration 32Q: 3 clusters Score -3929173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3929174.000000 Penalty: 5080.382324
	Iteration 33Q: 3 clusters Score -3929174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3929178.750000 Penalty: 5080.382324
	Iteration 34Q: 3 clusters Score -3929179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3929180.750000 Penalty: 5080.382324
	Iteration 35Q: 3 clusters Score -3929181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3929181.500000 Penalty: 5080.382324
	Iteration 36Q: 3 clusters Score -3929182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3929184.500000 Penalty: 5080.382324
	Iteration 37Q: 3 clusters Score -3929184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3929184.500000 Penalty: 5080.382324
	Iteration 38F: 3 clusters Score -3929184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (208080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208080 members 
Entering Unmasked Estep 
Score: -29056544.000000 Penalty: 3036.928223
	Iteration 0F: 2 clusters Score -2.905654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103924 members 
Mstep: Class 2 contains 104156 members 
Entering Unmasked Estep 
Score: -28933132.000000 Penalty: 6073.856445
	Iteration 0F: 3 clusters Score -2.893313e+07 nChanged 100279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100381 members 
Mstep: Class 2 contains 107699 members 
Entering Unmasked Estep 
Score: -28991174.000000 Penalty: 6073.856445
	Iteration 1F: 3 clusters Score -2.899117e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97949 members 
Mstep: Class 2 contains 110131 members 
Entering Unmasked Estep 
Score: -28992406.000000 Penalty: 6073.856445
	Iteration 2Q: 3 clusters Score -2.899241e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94086 members 
Mstep: Class 2 contains 113994 members 
Entering Unmasked Estep 
Score: -28994206.000000 Penalty: 6073.856445
	Iteration 3Q: 3 clusters Score -2.899421e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88275 members 
Mstep: Class 2 contains 119805 members 
Entering Unmasked Estep 
Score: -28996854.000000 Penalty: 6073.856445
	Iteration 4Q: 3 clusters Score -2.899685e+07 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79757 members 
Mstep: Class 2 contains 128323 members 
Entering Unmasked Estep 
Score: -29001218.000000 Penalty: 6073.856445
	Iteration 5Q: 3 clusters Score -2.900122e+07 nChanged 12884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68217 members 
Mstep: Class 2 contains 139863 members 
Entering Unmasked Estep 
Score: -29008360.000000 Penalty: 6073.856445
	Iteration 6F: 3 clusters Score -2.900836e+07 nChanged 15133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 153776 members 
Entering Unmasked Estep 
Score: -29018650.000000 Penalty: 6073.856445
	Iteration 7F: 3 clusters Score -2.901865e+07 nChanged 14753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 167593 members 
Entering Unmasked Estep 
Score: -29029442.000000 Penalty: 6073.856445
	Iteration 8F: 3 clusters Score -2.902944e+07 nChanged 11845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 178584 members 
Entering Unmasked Estep 
Score: -29037868.000000 Penalty: 6073.856445
	Iteration 9F: 3 clusters Score -2.903787e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 185440 members 
Entering Unmasked Estep 
Score: -29043178.000000 Penalty: 6073.856445
	Iteration 10Q: 3 clusters Score -2.904318e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 189478 members 
Entering Unmasked Estep 
Score: -29045946.000000 Penalty: 6073.856445
	Iteration 11Q: 3 clusters Score -2.904595e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 192201 members 
Entering Unmasked Estep 
Score: -29047468.000000 Penalty: 6073.856445
	Iteration 12Q: 3 clusters Score -2.904747e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 194327 members 
Entering Unmasked Estep 
Score: -29048508.000000 Penalty: 6073.856445
	Iteration 13Q: 3 clusters Score -2.904851e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 196064 members 
Entering Unmasked Estep 
Score: -29049258.000000 Penalty: 6073.856445
	Iteration 14Q: 3 clusters Score -2.904926e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 197622 members 
Entering Unmasked Estep 
Score: -29049826.000000 Penalty: 6073.856445
	Iteration 15Q: 3 clusters Score -2.904983e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 198970 members 
Entering Unmasked Estep 
Score: -29050400.000000 Penalty: 6073.856445
	Iteration 16Q: 3 clusters Score -2.90504e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 200079 members 
Entering Unmasked Estep 
Score: -29050956.000000 Penalty: 6073.856445
	Iteration 17Q: 3 clusters Score -2.905096e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 201070 members 
Entering Unmasked Estep 
Score: -29051430.000000 Penalty: 6073.856445
	Iteration 18Q: 3 clusters Score -2.905143e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 201972 members 
Entering Unmasked Estep 
Score: -29051906.000000 Penalty: 6073.856445
	Iteration 19Q: 3 clusters Score -2.905191e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 202713 members 
Entering Unmasked Estep 
Score: -29052262.000000 Penalty: 6073.856445
	Iteration 20F: 3 clusters Score -2.905226e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 203293 members 
Entering Unmasked Estep 
Score: -29052582.000000 Penalty: 6073.856445
	Iteration 21Q: 3 clusters Score -2.905258e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 203795 members 
Entering Unmasked Estep 
Score: -29052882.000000 Penalty: 6073.856445
	Iteration 22Q: 3 clusters Score -2.905288e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 204239 members 
Entering Unmasked Estep 
Score: -29053308.000000 Penalty: 6073.856445
	Iteration 23Q: 3 clusters Score -2.905331e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 204621 members 
Entering Unmasked Estep 
Score: -29053580.000000 Penalty: 6073.856445
	Iteration 24Q: 3 clusters Score -2.905358e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 204940 members 
Entering Unmasked Estep 
Score: -29053798.000000 Penalty: 6073.856445
	Iteration 25Q: 3 clusters Score -2.90538e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 205201 members 
Entering Unmasked Estep 
Score: -29053966.000000 Penalty: 6073.856445
	Iteration 26Q: 3 clusters Score -2.905397e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 205406 members 
Entering Unmasked Estep 
Score: -29054062.000000 Penalty: 6073.856445
	Iteration 27Q: 3 clusters Score -2.905406e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 205566 members 
Entering Unmasked Estep 
Score: -29054202.000000 Penalty: 6073.856445
	Iteration 28Q: 3 clusters Score -2.90542e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 205721 members 
Entering Unmasked Estep 
Score: -29054316.000000 Penalty: 6073.856445
	Iteration 29Q: 3 clusters Score -2.905432e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 205841 members 
Entering Unmasked Estep 
Score: -29054334.000000 Penalty: 6073.856445
	Iteration 30Q: 3 clusters Score -2.905433e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 205936 members 
Entering Unmasked Estep 
Score: -29054430.000000 Penalty: 6073.856445
	Iteration 31Q: 3 clusters Score -2.905443e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 205999 members 
Entering Unmasked Estep 
Score: -29054436.000000 Penalty: 6073.856445
	Iteration 32Q: 3 clusters Score -2.905444e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 206059 members 
Entering Unmasked Estep 
Score: -29054414.000000 Penalty: 6073.856445
	Iteration 33Q: 3 clusters Score -2.905441e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 206108 members 
Entering Unmasked Estep 
Score: -29054454.000000 Penalty: 6073.856445
	Iteration 34Q: 3 clusters Score -2.905445e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 206154 members 
Entering Unmasked Estep 
Score: -29054454.000000 Penalty: 6073.856445
	Iteration 35Q: 3 clusters Score -2.905445e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 206181 members 
Entering Unmasked Estep 
Score: -29054490.000000 Penalty: 6073.856445
	Iteration 36Q: 3 clusters Score -2.905449e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 206213 members 
Entering Unmasked Estep 
Score: -29054458.000000 Penalty: 6073.856445
	Iteration 37Q: 3 clusters Score -2.905446e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 206247 members 
Entering Unmasked Estep 
Score: -29054476.000000 Penalty: 6073.856445
	Iteration 38Q: 3 clusters Score -2.905448e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 206278 members 
Entering Unmasked Estep 
Score: -29054476.000000 Penalty: 6073.856445
	Iteration 39Q: 3 clusters Score -2.905448e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 206304 members 
Entering Unmasked Estep 
Score: -29054458.000000 Penalty: 6073.856445
	Iteration 40F: 3 clusters Score -2.905446e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 206325 members 
Entering Unmasked Estep 
Score: -29054478.000000 Penalty: 6073.856445
	Iteration 41Q: 3 clusters Score -2.905448e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 206348 members 
Entering Unmasked Estep 
Score: -29054470.000000 Penalty: 6073.856445
	Iteration 42Q: 3 clusters Score -2.905447e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 206370 members 
Entering Unmasked Estep 
Score: -29054460.000000 Penalty: 6073.856445
	Iteration 43Q: 3 clusters Score -2.905446e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 206384 members 
Entering Unmasked Estep 
Score: -29054510.000000 Penalty: 6073.856445
	Iteration 44Q: 3 clusters Score -2.905451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 206386 members 
Entering Unmasked Estep 
Score: -29054504.000000 Penalty: 6073.856445
	Iteration 45Q: 3 clusters Score -2.90545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 206392 members 
Entering Unmasked Estep 
Score: -29054516.000000 Penalty: 6073.856445
	Iteration 46Q: 3 clusters Score -2.905452e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 206411 members 
Entering Unmasked Estep 
Score: -29054528.000000 Penalty: 6073.856445
	Iteration 47Q: 3 clusters Score -2.905453e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 206424 members 
Entering Unmasked Estep 
Score: -29054544.000000 Penalty: 6073.856445
	Iteration 48Q: 3 clusters Score -2.905454e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 206442 members 
Entering Unmasked Estep 
Score: -29054534.000000 Penalty: 6073.856445
	Iteration 49Q: 3 clusters Score -2.905453e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 206450 members 
Entering Unmasked Estep 
Score: -29054546.000000 Penalty: 6073.856445
	Iteration 50Q: 3 clusters Score -2.905455e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 206455 members 
Entering Unmasked Estep 
Score: -29054558.000000 Penalty: 6073.856445
	Iteration 51Q: 3 clusters Score -2.905456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 206463 members 
Entering Unmasked Estep 
Score: -29054558.000000 Penalty: 6073.856445
	Iteration 52Q: 3 clusters Score -2.905456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 206463 members 
Entering Unmasked Estep 
Score: -29054548.000000 Penalty: 6073.856445
	Iteration 53Q: 3 clusters Score -2.905455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 206465 members 
Entering Unmasked Estep 
Score: -29054550.000000 Penalty: 6073.856445
	Iteration 54Q: 3 clusters Score -2.905455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 206469 members 
Entering Unmasked Estep 
Score: -29054550.000000 Penalty: 6073.856445
	Iteration 55Q: 3 clusters Score -2.905455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 206470 members 
Entering Unmasked Estep 
Score: -29054552.000000 Penalty: 6073.856445
	Iteration 56Q: 3 clusters Score -2.905455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 206472 members 
Entering Unmasked Estep 
Score: -29054542.000000 Penalty: 6073.856445
	Iteration 57Q: 3 clusters Score -2.905454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 206475 members 
Entering Unmasked Estep 
Score: -29054560.000000 Penalty: 6073.856445
	Iteration 58Q: 3 clusters Score -2.905456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 206476 members 
Entering Unmasked Estep 
Score: -29054540.000000 Penalty: 6073.856445
	Iteration 59Q: 3 clusters Score -2.905454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 206478 members 
Entering Unmasked Estep 
Score: -29054538.000000 Penalty: 6073.856445
	Iteration 60F: 3 clusters Score -2.905454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 206480 members 
Entering Unmasked Estep 
Score: -29054550.000000 Penalty: 6073.856445
	Iteration 61Q: 3 clusters Score -2.905455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 206482 members 
Entering Unmasked Estep 
Score: -29054548.000000 Penalty: 6073.856445
	Iteration 62Q: 3 clusters Score -2.905455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 206485 members 
Entering Unmasked Estep 
Score: -29054568.000000 Penalty: 6073.856445
	Iteration 63Q: 3 clusters Score -2.905457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 206486 members 
Entering Unmasked Estep 
Score: -29054564.000000 Penalty: 6073.856445
	Iteration 64Q: 3 clusters Score -2.905456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 206486 members 
Entering Unmasked Estep 
Score: -29054566.000000 Penalty: 6073.856445
	Iteration 65Q: 3 clusters Score -2.905457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 206491 members 
Entering Unmasked Estep 
Score: -29054566.000000 Penalty: 6073.856445
	Iteration 66Q: 3 clusters Score -2.905457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 206495 members 
Entering Unmasked Estep 
Score: -29054568.000000 Penalty: 6073.856445
	Iteration 67Q: 3 clusters Score -2.905457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 206499 members 
Entering Unmasked Estep 
Score: -29054558.000000 Penalty: 6073.856445
	Iteration 68Q: 3 clusters Score -2.905456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 206502 members 
Entering Unmasked Estep 
Score: -29054558.000000 Penalty: 6073.856445
	Iteration 69Q: 3 clusters Score -2.905456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 206504 members 
Entering Unmasked Estep 
Score: -29054580.000000 Penalty: 6073.856445
	Iteration 70Q: 3 clusters Score -2.905458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 206507 members 
Entering Unmasked Estep 
Score: -29054576.000000 Penalty: 6073.856445
	Iteration 71Q: 3 clusters Score -2.905458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 206512 members 
Entering Unmasked Estep 
Score: -29054584.000000 Penalty: 6073.856445
	Iteration 72Q: 3 clusters Score -2.905458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 206516 members 
Entering Unmasked Estep 
Score: -29054592.000000 Penalty: 6073.856445
	Iteration 73Q: 3 clusters Score -2.905459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 206516 members 
Entering Unmasked Estep 
Score: -29054592.000000 Penalty: 6073.856445
	Iteration 74F: 3 clusters Score -2.905459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -57705.050781 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -57705.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56251.511719 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -56251.51 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56425.914062 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -56425.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56463.539062 Penalty: 3047.516113
	Iteration 2Q: 3 clusters Score -56463.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56475.671875 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -56475.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56484.671875 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -56484.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56489.449219 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -56489.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56490.792969 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -56490.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56494.960938 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -56494.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56494.960938 Penalty: 3047.516113
	Iteration 8F: 3 clusters Score -56494.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Entering Unmasked Estep 
Score: -2173224.750000 Penalty: 2392.723633
	Iteration 0F: 2 clusters Score -2173225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2162044.500000 Penalty: 4785.447266
	Iteration 0F: 3 clusters Score -2162044 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2165598.250000 Penalty: 4785.447266
	Iteration 1F: 3 clusters Score -2165598 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2166002.000000 Penalty: 4785.447266
	Iteration 2F: 3 clusters Score -2166002 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2166334.250000 Penalty: 4785.447266
	Iteration 3F: 3 clusters Score -2166334 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2166681.000000 Penalty: 4785.447266
	Iteration 4Q: 3 clusters Score -2166681 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2167031.500000 Penalty: 4785.447266
	Iteration 5Q: 3 clusters Score -2167032 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2167480.000000 Penalty: 4785.447266
	Iteration 6F: 3 clusters Score -2167480 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2168040.000000 Penalty: 4785.447266
	Iteration 7F: 3 clusters Score -2168040 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2168692.750000 Penalty: 4785.447266
	Iteration 8F: 3 clusters Score -2168693 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2169372.000000 Penalty: 4785.447266
	Iteration 9F: 3 clusters Score -2169372 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2169950.250000 Penalty: 4785.447266
	Iteration 10Q: 3 clusters Score -2169950 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2170358.500000 Penalty: 4785.447266
	Iteration 11Q: 3 clusters Score -2170358 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2170632.250000 Penalty: 4785.447266
	Iteration 12Q: 3 clusters Score -2170632 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2170815.750000 Penalty: 4785.447266
	Iteration 13Q: 3 clusters Score -2170816 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2170948.250000 Penalty: 4785.447266
	Iteration 14Q: 3 clusters Score -2170948 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2171032.500000 Penalty: 4785.447266
	Iteration 15Q: 3 clusters Score -2171032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2171085.000000 Penalty: 4785.447266
	Iteration 16Q: 3 clusters Score -2171085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2171100.750000 Penalty: 4785.447266
	Iteration 17Q: 3 clusters Score -2171101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2171123.000000 Penalty: 4785.447266
	Iteration 18Q: 3 clusters Score -2171123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2171131.750000 Penalty: 4785.447266
	Iteration 19Q: 3 clusters Score -2171132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2171141.250000 Penalty: 4785.447266
	Iteration 20F: 3 clusters Score -2171141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2171151.500000 Penalty: 4785.447266
	Iteration 21Q: 3 clusters Score -2171152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2171156.000000 Penalty: 4785.447266
	Iteration 22Q: 3 clusters Score -2171156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2171164.250000 Penalty: 4785.447266
	Iteration 23Q: 3 clusters Score -2171164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2171166.750000 Penalty: 4785.447266
	Iteration 24Q: 3 clusters Score -2171167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2171177.500000 Penalty: 4785.447266
	Iteration 25Q: 3 clusters Score -2171178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2171186.250000 Penalty: 4785.447266
	Iteration 26Q: 3 clusters Score -2171186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2171192.500000 Penalty: 4785.447266
	Iteration 27Q: 3 clusters Score -2171192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2171196.750000 Penalty: 4785.447266
	Iteration 28Q: 3 clusters Score -2171197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2171202.000000 Penalty: 4785.447266
	Iteration 29Q: 3 clusters Score -2171202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2171206.250000 Penalty: 4785.447266
	Iteration 30Q: 3 clusters Score -2171206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2171208.750000 Penalty: 4785.447266
	Iteration 31Q: 3 clusters Score -2171209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2171209.000000 Penalty: 4785.447266
	Iteration 32Q: 3 clusters Score -2171209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2171209.000000 Penalty: 4785.447266
	Iteration 33F: 3 clusters Score -2171209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (237981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237981 members 
Entering Unmasked Estep 
Score: -33132730.000000 Penalty: 3070.226562
	Iteration 0F: 2 clusters Score -3.313273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118950 members 
Mstep: Class 2 contains 119031 members 
Entering Unmasked Estep 
Score: -32995448.000000 Penalty: 6140.453125
	Iteration 0F: 3 clusters Score -3.299545e+07 nChanged 115080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122216 members 
Mstep: Class 2 contains 115765 members 
Entering Unmasked Estep 
Score: -33064434.000000 Penalty: 6140.453125
	Iteration 1F: 3 clusters Score -3.306443e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124210 members 
Mstep: Class 2 contains 113771 members 
Entering Unmasked Estep 
Score: -33066552.000000 Penalty: 6140.453125
	Iteration 2Q: 3 clusters Score -3.306655e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127002 members 
Mstep: Class 2 contains 110979 members 
Entering Unmasked Estep 
Score: -33068990.000000 Penalty: 6140.453125
	Iteration 3Q: 3 clusters Score -3.306899e+07 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130492 members 
Mstep: Class 2 contains 107489 members 
Entering Unmasked Estep 
Score: -33071570.000000 Penalty: 6140.453125
	Iteration 4Q: 3 clusters Score -3.307157e+07 nChanged 10773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134649 members 
Mstep: Class 2 contains 103332 members 
Entering Unmasked Estep 
Score: -33074540.000000 Penalty: 6140.453125
	Iteration 5Q: 3 clusters Score -3.307454e+07 nChanged 11368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139415 members 
Mstep: Class 2 contains 98566 members 
Entering Unmasked Estep 
Score: -33078088.000000 Penalty: 6140.453125
	Iteration 6Q: 3 clusters Score -3.307809e+07 nChanged 11486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144325 members 
Mstep: Class 2 contains 93656 members 
Entering Unmasked Estep 
Score: -33081128.000000 Penalty: 6140.453125
	Iteration 7Q: 3 clusters Score -3.308113e+07 nChanged 11490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149043 members 
Mstep: Class 2 contains 88938 members 
Entering Unmasked Estep 
Score: -33084910.000000 Penalty: 6140.453125
	Iteration 8Q: 3 clusters Score -3.308491e+07 nChanged 11462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153063 members 
Mstep: Class 2 contains 84918 members 
Entering Unmasked Estep 
Score: -33089232.000000 Penalty: 6140.453125
	Iteration 9Q: 3 clusters Score -3.308923e+07 nChanged 11573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155878 members 
Mstep: Class 2 contains 82103 members 
Entering Unmasked Estep 
Score: -33095090.000000 Penalty: 6140.453125
	Iteration 10Q: 3 clusters Score -3.309509e+07 nChanged 11982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156786 members 
Mstep: Class 2 contains 81195 members 
Entering Unmasked Estep 
Score: -33102272.000000 Penalty: 6140.453125
	Iteration 11F: 3 clusters Score -3.310227e+07 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155977 members 
Mstep: Class 2 contains 82004 members 
Entering Unmasked Estep 
Score: -33107356.000000 Penalty: 6140.453125
	Iteration 12Q: 3 clusters Score -3.310736e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154627 members 
Mstep: Class 2 contains 83354 members 
Entering Unmasked Estep 
Score: -33109420.000000 Penalty: 6140.453125
	Iteration 13Q: 3 clusters Score -3.310942e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153343 members 
Mstep: Class 2 contains 84638 members 
Entering Unmasked Estep 
Score: -33109920.000000 Penalty: 6140.453125
	Iteration 14Q: 3 clusters Score -3.310992e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151994 members 
Mstep: Class 2 contains 85987 members 
Entering Unmasked Estep 
Score: -33110134.000000 Penalty: 6140.453125
	Iteration 15Q: 3 clusters Score -3.311013e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150480 members 
Mstep: Class 2 contains 87501 members 
Entering Unmasked Estep 
Score: -33110304.000000 Penalty: 6140.453125
	Iteration 16Q: 3 clusters Score -3.31103e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148945 members 
Mstep: Class 2 contains 89036 members 
Entering Unmasked Estep 
Score: -33110340.000000 Penalty: 6140.453125
	Iteration 17Q: 3 clusters Score -3.311034e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147377 members 
Mstep: Class 2 contains 90604 members 
Entering Unmasked Estep 
Score: -33110518.000000 Penalty: 6140.453125
	Iteration 18Q: 3 clusters Score -3.311052e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145633 members 
Mstep: Class 2 contains 92348 members 
Entering Unmasked Estep 
Score: -33110614.000000 Penalty: 6140.453125
	Iteration 19Q: 3 clusters Score -3.311061e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143847 members 
Mstep: Class 2 contains 94134 members 
Entering Unmasked Estep 
Score: -33110708.000000 Penalty: 6140.453125
	Iteration 20F: 3 clusters Score -3.311071e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142105 members 
Mstep: Class 2 contains 95876 members 
Entering Unmasked Estep 
Score: -33110790.000000 Penalty: 6140.453125
	Iteration 21Q: 3 clusters Score -3.311079e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140455 members 
Mstep: Class 2 contains 97526 members 
Entering Unmasked Estep 
Score: -33110806.000000 Penalty: 6140.453125
	Iteration 22Q: 3 clusters Score -3.311081e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138834 members 
Mstep: Class 2 contains 99147 members 
Entering Unmasked Estep 
Score: -33111042.000000 Penalty: 6140.453125
	Iteration 23Q: 3 clusters Score -3.311104e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137193 members 
Mstep: Class 2 contains 100788 members 
Entering Unmasked Estep 
Score: -33111218.000000 Penalty: 6140.453125
	Iteration 24Q: 3 clusters Score -3.311122e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135581 members 
Mstep: Class 2 contains 102400 members 
Entering Unmasked Estep 
Score: -33111490.000000 Penalty: 6140.453125
	Iteration 25Q: 3 clusters Score -3.311149e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133989 members 
Mstep: Class 2 contains 103992 members 
Entering Unmasked Estep 
Score: -33111558.000000 Penalty: 6140.453125
	Iteration 26Q: 3 clusters Score -3.311156e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132353 members 
Mstep: Class 2 contains 105628 members 
Entering Unmasked Estep 
Score: -33111744.000000 Penalty: 6140.453125
	Iteration 27Q: 3 clusters Score -3.311174e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130675 members 
Mstep: Class 2 contains 107306 members 
Entering Unmasked Estep 
Score: -33112002.000000 Penalty: 6140.453125
	Iteration 28Q: 3 clusters Score -3.3112e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129050 members 
Mstep: Class 2 contains 108931 members 
Entering Unmasked Estep 
Score: -33112300.000000 Penalty: 6140.453125
	Iteration 29Q: 3 clusters Score -3.31123e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127479 members 
Mstep: Class 2 contains 110502 members 
Entering Unmasked Estep 
Score: -33112410.000000 Penalty: 6140.453125
	Iteration 30Q: 3 clusters Score -3.311241e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125856 members 
Mstep: Class 2 contains 112125 members 
Entering Unmasked Estep 
Score: -33112596.000000 Penalty: 6140.453125
	Iteration 31Q: 3 clusters Score -3.31126e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124196 members 
Mstep: Class 2 contains 113785 members 
Entering Unmasked Estep 
Score: -33112970.000000 Penalty: 6140.453125
	Iteration 32Q: 3 clusters Score -3.311297e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122487 members 
Mstep: Class 2 contains 115494 members 
Entering Unmasked Estep 
Score: -33113052.000000 Penalty: 6140.453125
	Iteration 33Q: 3 clusters Score -3.311305e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120774 members 
Mstep: Class 2 contains 117207 members 
Entering Unmasked Estep 
Score: -33113396.000000 Penalty: 6140.453125
	Iteration 34Q: 3 clusters Score -3.31134e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119170 members 
Mstep: Class 2 contains 118811 members 
Entering Unmasked Estep 
Score: -33113614.000000 Penalty: 6140.453125
	Iteration 35Q: 3 clusters Score -3.311361e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 120444 members 
Entering Unmasked Estep 
Score: -33113722.000000 Penalty: 6140.453125
	Iteration 36Q: 3 clusters Score -3.311372e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116006 members 
Mstep: Class 2 contains 121975 members 
Entering Unmasked Estep 
Score: -33113888.000000 Penalty: 6140.453125
	Iteration 37Q: 3 clusters Score -3.311389e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114534 members 
Mstep: Class 2 contains 123447 members 
Entering Unmasked Estep 
Score: -33114230.000000 Penalty: 6140.453125
	Iteration 38Q: 3 clusters Score -3.311423e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113052 members 
Mstep: Class 2 contains 124929 members 
Entering Unmasked Estep 
Score: -33114578.000000 Penalty: 6140.453125
	Iteration 39Q: 3 clusters Score -3.311458e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111744 members 
Mstep: Class 2 contains 126237 members 
Entering Unmasked Estep 
Score: -33114782.000000 Penalty: 6140.453125
	Iteration 40F: 3 clusters Score -3.311478e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110509 members 
Mstep: Class 2 contains 127472 members 
Entering Unmasked Estep 
Score: -33114934.000000 Penalty: 6140.453125
	Iteration 41Q: 3 clusters Score -3.311493e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109295 members 
Mstep: Class 2 contains 128686 members 
Entering Unmasked Estep 
Score: -33115246.000000 Penalty: 6140.453125
	Iteration 42Q: 3 clusters Score -3.311525e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108114 members 
Mstep: Class 2 contains 129867 members 
Entering Unmasked Estep 
Score: -33115468.000000 Penalty: 6140.453125
	Iteration 43Q: 3 clusters Score -3.311547e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106919 members 
Mstep: Class 2 contains 131062 members 
Entering Unmasked Estep 
Score: -33115666.000000 Penalty: 6140.453125
	Iteration 44Q: 3 clusters Score -3.311567e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105725 members 
Mstep: Class 2 contains 132256 members 
Entering Unmasked Estep 
Score: -33116006.000000 Penalty: 6140.453125
	Iteration 45Q: 3 clusters Score -3.311601e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104576 members 
Mstep: Class 2 contains 133405 members 
Entering Unmasked Estep 
Score: -33116346.000000 Penalty: 6140.453125
	Iteration 46Q: 3 clusters Score -3.311635e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103399 members 
Mstep: Class 2 contains 134582 members 
Entering Unmasked Estep 
Score: -33116590.000000 Penalty: 6140.453125
	Iteration 47Q: 3 clusters Score -3.311659e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102223 members 
Mstep: Class 2 contains 135758 members 
Entering Unmasked Estep 
Score: -33116730.000000 Penalty: 6140.453125
	Iteration 48Q: 3 clusters Score -3.311673e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101144 members 
Mstep: Class 2 contains 136837 members 
Entering Unmasked Estep 
Score: -33117202.000000 Penalty: 6140.453125
	Iteration 49Q: 3 clusters Score -3.31172e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100086 members 
Mstep: Class 2 contains 137895 members 
Entering Unmasked Estep 
Score: -33117430.000000 Penalty: 6140.453125
	Iteration 50Q: 3 clusters Score -3.311743e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98852 members 
Mstep: Class 2 contains 139129 members 
Entering Unmasked Estep 
Score: -33117644.000000 Penalty: 6140.453125
	Iteration 51Q: 3 clusters Score -3.311764e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97634 members 
Mstep: Class 2 contains 140347 members 
Entering Unmasked Estep 
Score: -33117878.000000 Penalty: 6140.453125
	Iteration 52Q: 3 clusters Score -3.311788e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96474 members 
Mstep: Class 2 contains 141507 members 
Entering Unmasked Estep 
Score: -33118212.000000 Penalty: 6140.453125
	Iteration 53Q: 3 clusters Score -3.311821e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95321 members 
Mstep: Class 2 contains 142660 members 
Entering Unmasked Estep 
Score: -33118336.000000 Penalty: 6140.453125
	Iteration 54Q: 3 clusters Score -3.311834e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94246 members 
Mstep: Class 2 contains 143735 members 
Entering Unmasked Estep 
Score: -33118116.000000 Penalty: 6140.453125
	Iteration 55Q: 3 clusters Score -3.311812e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93227 members 
Mstep: Class 2 contains 144754 members 
Entering Unmasked Estep 
Score: -33118086.000000 Penalty: 6140.453125
	Iteration 56Q: 3 clusters Score -3.311809e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92198 members 
Mstep: Class 2 contains 145783 members 
Entering Unmasked Estep 
Score: -33118100.000000 Penalty: 6140.453125
	Iteration 57Q: 3 clusters Score -3.31181e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91220 members 
Mstep: Class 2 contains 146761 members 
Entering Unmasked Estep 
Score: -33118292.000000 Penalty: 6140.453125
	Iteration 58Q: 3 clusters Score -3.311829e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90351 members 
Mstep: Class 2 contains 147630 members 
Entering Unmasked Estep 
Score: -33118172.000000 Penalty: 6140.453125
	Iteration 59Q: 3 clusters Score -3.311817e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89582 members 
Mstep: Class 2 contains 148399 members 
Entering Unmasked Estep 
Score: -33118030.000000 Penalty: 6140.453125
	Iteration 60F: 3 clusters Score -3.311803e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88954 members 
Mstep: Class 2 contains 149027 members 
Entering Unmasked Estep 
Score: -33117948.000000 Penalty: 6140.453125
	Iteration 61Q: 3 clusters Score -3.311795e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88362 members 
Mstep: Class 2 contains 149619 members 
Entering Unmasked Estep 
Score: -33117914.000000 Penalty: 6140.453125
	Iteration 62Q: 3 clusters Score -3.311791e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 150156 members 
Entering Unmasked Estep 
Score: -33117904.000000 Penalty: 6140.453125
	Iteration 63Q: 3 clusters Score -3.31179e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87362 members 
Mstep: Class 2 contains 150619 members 
Entering Unmasked Estep 
Score: -33117772.000000 Penalty: 6140.453125
	Iteration 64Q: 3 clusters Score -3.311777e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 151053 members 
Entering Unmasked Estep 
Score: -33117662.000000 Penalty: 6140.453125
	Iteration 65Q: 3 clusters Score -3.311766e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86559 members 
Mstep: Class 2 contains 151422 members 
Entering Unmasked Estep 
Score: -33117456.000000 Penalty: 6140.453125
	Iteration 66Q: 3 clusters Score -3.311746e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86194 members 
Mstep: Class 2 contains 151787 members 
Entering Unmasked Estep 
Score: -33117384.000000 Penalty: 6140.453125
	Iteration 67Q: 3 clusters Score -3.311738e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85846 members 
Mstep: Class 2 contains 152135 members 
Entering Unmasked Estep 
Score: -33117284.000000 Penalty: 6140.453125
	Iteration 68Q: 3 clusters Score -3.311728e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Mstep: Class 2 contains 152372 members 
Entering Unmasked Estep 
Score: -33117244.000000 Penalty: 6140.453125
	Iteration 69Q: 3 clusters Score -3.311724e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85529 members 
Mstep: Class 2 contains 152452 members 
Entering Unmasked Estep 
Score: -33117166.000000 Penalty: 6140.453125
	Iteration 70Q: 3 clusters Score -3.311717e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85543 members 
Mstep: Class 2 contains 152438 members 
Entering Unmasked Estep 
Score: -33116940.000000 Penalty: 6140.453125
	Iteration 71Q: 3 clusters Score -3.311694e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85599 members 
Mstep: Class 2 contains 152382 members 
Entering Unmasked Estep 
Score: -33116880.000000 Penalty: 6140.453125
	Iteration 72Q: 3 clusters Score -3.311688e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85737 members 
Mstep: Class 2 contains 152244 members 
Entering Unmasked Estep 
Score: -33116822.000000 Penalty: 6140.453125
	Iteration 73Q: 3 clusters Score -3.311682e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85956 members 
Mstep: Class 2 contains 152025 members 
Entering Unmasked Estep 
Score: -33116744.000000 Penalty: 6140.453125
	Iteration 74Q: 3 clusters Score -3.311674e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86232 members 
Mstep: Class 2 contains 151749 members 
Entering Unmasked Estep 
Score: -33116600.000000 Penalty: 6140.453125
	Iteration 75Q: 3 clusters Score -3.31166e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 151413 members 
Entering Unmasked Estep 
Score: -33116506.000000 Penalty: 6140.453125
	Iteration 76Q: 3 clusters Score -3.311651e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86973 members 
Mstep: Class 2 contains 151008 members 
Entering Unmasked Estep 
Score: -33116382.000000 Penalty: 6140.453125
	Iteration 77Q: 3 clusters Score -3.311638e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87470 members 
Mstep: Class 2 contains 150511 members 
Entering Unmasked Estep 
Score: -33116162.000000 Penalty: 6140.453125
	Iteration 78Q: 3 clusters Score -3.311616e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87997 members 
Mstep: Class 2 contains 149984 members 
Entering Unmasked Estep 
Score: -33116114.000000 Penalty: 6140.453125
	Iteration 79Q: 3 clusters Score -3.311611e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88598 members 
Mstep: Class 2 contains 149383 members 
Entering Unmasked Estep 
Score: -33116114.000000 Penalty: 6140.453125
	Iteration 80F: 3 clusters Score -3.311611e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89314 members 
Mstep: Class 2 contains 148667 members 
Entering Unmasked Estep 
Score: -33116094.000000 Penalty: 6140.453125
	Iteration 81Q: 3 clusters Score -3.311609e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90105 members 
Mstep: Class 2 contains 147876 members 
Entering Unmasked Estep 
Score: -33116064.000000 Penalty: 6140.453125
	Iteration 82Q: 3 clusters Score -3.311606e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90973 members 
Mstep: Class 2 contains 147008 members 
Entering Unmasked Estep 
Score: -33116040.000000 Penalty: 6140.453125
	Iteration 83Q: 3 clusters Score -3.311604e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 146130 members 
Entering Unmasked Estep 
Score: -33116004.000000 Penalty: 6140.453125
	Iteration 84Q: 3 clusters Score -3.3116e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92792 members 
Mstep: Class 2 contains 145189 members 
Entering Unmasked Estep 
Score: -33115958.000000 Penalty: 6140.453125
	Iteration 85Q: 3 clusters Score -3.311596e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93781 members 
Mstep: Class 2 contains 144200 members 
Entering Unmasked Estep 
Score: -33115992.000000 Penalty: 6140.453125
	Iteration 86Q: 3 clusters Score -3.311599e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94786 members 
Mstep: Class 2 contains 143195 members 
Entering Unmasked Estep 
Score: -33115940.000000 Penalty: 6140.453125
	Iteration 87Q: 3 clusters Score -3.311594e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95762 members 
Mstep: Class 2 contains 142219 members 
Entering Unmasked Estep 
Score: -33116022.000000 Penalty: 6140.453125
	Iteration 88Q: 3 clusters Score -3.311602e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96788 members 
Mstep: Class 2 contains 141193 members 
Entering Unmasked Estep 
Score: -33116148.000000 Penalty: 6140.453125
	Iteration 89Q: 3 clusters Score -3.311615e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97875 members 
Mstep: Class 2 contains 140106 members 
Entering Unmasked Estep 
Score: -33116224.000000 Penalty: 6140.453125
	Iteration 90Q: 3 clusters Score -3.311622e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98998 members 
Mstep: Class 2 contains 138983 members 
Entering Unmasked Estep 
Score: -33116222.000000 Penalty: 6140.453125
	Iteration 91Q: 3 clusters Score -3.311622e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100184 members 
Mstep: Class 2 contains 137797 members 
Entering Unmasked Estep 
Score: -33116282.000000 Penalty: 6140.453125
	Iteration 92Q: 3 clusters Score -3.311628e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101444 members 
Mstep: Class 2 contains 136537 members 
Entering Unmasked Estep 
Score: -33116408.000000 Penalty: 6140.453125
	Iteration 93Q: 3 clusters Score -3.311641e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102749 members 
Mstep: Class 2 contains 135232 members 
Entering Unmasked Estep 
Score: -33116594.000000 Penalty: 6140.453125
	Iteration 94Q: 3 clusters Score -3.311659e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104053 members 
Mstep: Class 2 contains 133928 members 
Entering Unmasked Estep 
Score: -33116664.000000 Penalty: 6140.453125
	Iteration 95Q: 3 clusters Score -3.311666e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105392 members 
Mstep: Class 2 contains 132589 members 
Entering Unmasked Estep 
Score: -33116696.000000 Penalty: 6140.453125
	Iteration 96Q: 3 clusters Score -3.31167e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106788 members 
Mstep: Class 2 contains 131193 members 
Entering Unmasked Estep 
Score: -33116792.000000 Penalty: 6140.453125
	Iteration 97Q: 3 clusters Score -3.311679e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108328 members 
Mstep: Class 2 contains 129653 members 
Entering Unmasked Estep 
Score: -33116760.000000 Penalty: 6140.453125
	Iteration 98Q: 3 clusters Score -3.311676e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109962 members 
Mstep: Class 2 contains 128019 members 
Entering Unmasked Estep 
Score: -33117012.000000 Penalty: 6140.453125
	Iteration 99Q: 3 clusters Score -3.311701e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111709 members 
Mstep: Class 2 contains 126272 members 
Entering Unmasked Estep 
Score: -33117224.000000 Penalty: 6140.453125
	Iteration 100F: 3 clusters Score -3.311722e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113533 members 
Mstep: Class 2 contains 124448 members 
Entering Unmasked Estep 
Score: -33117456.000000 Penalty: 6140.453125
	Iteration 101Q: 3 clusters Score -3.311746e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115489 members 
Mstep: Class 2 contains 122492 members 
Entering Unmasked Estep 
Score: -33117694.000000 Penalty: 6140.453125
	Iteration 102Q: 3 clusters Score -3.311769e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117648 members 
Mstep: Class 2 contains 120333 members 
Entering Unmasked Estep 
Score: -33117932.000000 Penalty: 6140.453125
	Iteration 103Q: 3 clusters Score -3.311793e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120058 members 
Mstep: Class 2 contains 117923 members 
Entering Unmasked Estep 
Score: -33118394.000000 Penalty: 6140.453125
	Iteration 104Q: 3 clusters Score -3.311839e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122630 members 
Mstep: Class 2 contains 115351 members 
Entering Unmasked Estep 
Score: -33118764.000000 Penalty: 6140.453125
	Iteration 105Q: 3 clusters Score -3.311876e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125391 members 
Mstep: Class 2 contains 112590 members 
Entering Unmasked Estep 
Score: -33119100.000000 Penalty: 6140.453125
	Iteration 106Q: 3 clusters Score -3.31191e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128337 members 
Mstep: Class 2 contains 109644 members 
Entering Unmasked Estep 
Score: -33119706.000000 Penalty: 6140.453125
	Iteration 107Q: 3 clusters Score -3.311971e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131463 members 
Mstep: Class 2 contains 106518 members 
Entering Unmasked Estep 
Score: -33120252.000000 Penalty: 6140.453125
	Iteration 108Q: 3 clusters Score -3.312025e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134753 members 
Mstep: Class 2 contains 103228 members 
Entering Unmasked Estep 
Score: -33120704.000000 Penalty: 6140.453125
	Iteration 109Q: 3 clusters Score -3.31207e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138138 members 
Mstep: Class 2 contains 99843 members 
Entering Unmasked Estep 
Score: -33121220.000000 Penalty: 6140.453125
	Iteration 110Q: 3 clusters Score -3.312122e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141532 members 
Mstep: Class 2 contains 96449 members 
Entering Unmasked Estep 
Score: -33121542.000000 Penalty: 6140.453125
	Iteration 111Q: 3 clusters Score -3.312154e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145035 members 
Mstep: Class 2 contains 92946 members 
Entering Unmasked Estep 
Score: -33121868.000000 Penalty: 6140.453125
	Iteration 112Q: 3 clusters Score -3.312187e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148582 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -33121962.000000 Penalty: 6140.453125
	Iteration 113Q: 3 clusters Score -3.312196e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152104 members 
Mstep: Class 2 contains 85877 members 
Entering Unmasked Estep 
Score: -33121816.000000 Penalty: 6140.453125
	Iteration 114Q: 3 clusters Score -3.312182e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155485 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
Score: -33121836.000000 Penalty: 6140.453125
	Iteration 115Q: 3 clusters Score -3.312184e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158773 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
Score: -33121870.000000 Penalty: 6140.453125
	Iteration 116Q: 3 clusters Score -3.312187e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161925 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -33121820.000000 Penalty: 6140.453125
	Iteration 117Q: 3 clusters Score -3.312182e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164819 members 
Mstep: Class 2 contains 73162 members 
Entering Unmasked Estep 
Score: -33121516.000000 Penalty: 6140.453125
	Iteration 118Q: 3 clusters Score -3.312152e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167451 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
Score: -33121202.000000 Penalty: 6140.453125
	Iteration 119Q: 3 clusters Score -3.31212e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169756 members 
Mstep: Class 2 contains 68225 members 
Entering Unmasked Estep 
Score: -33121870.000000 Penalty: 6140.453125
	Iteration 120F: 3 clusters Score -3.312187e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172828 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
Score: -33121890.000000 Penalty: 6140.453125
	Iteration 121Q: 3 clusters Score -3.312189e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175604 members 
Mstep: Class 2 contains 62377 members 
Entering Unmasked Estep 
Score: -33121614.000000 Penalty: 6140.453125
	Iteration 122Q: 3 clusters Score -3.312161e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178069 members 
Mstep: Class 2 contains 59912 members 
Entering Unmasked Estep 
Score: -33121318.000000 Penalty: 6140.453125
	Iteration 123Q: 3 clusters Score -3.312132e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180335 members 
Mstep: Class 2 contains 57646 members 
Entering Unmasked Estep 
Score: -33121268.000000 Penalty: 6140.453125
	Iteration 124Q: 3 clusters Score -3.312127e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182386 members 
Mstep: Class 2 contains 55595 members 
Entering Unmasked Estep 
Score: -33121116.000000 Penalty: 6140.453125
	Iteration 125Q: 3 clusters Score -3.312112e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184266 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -33121084.000000 Penalty: 6140.453125
	Iteration 126Q: 3 clusters Score -3.312108e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186009 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -33120860.000000 Penalty: 6140.453125
	Iteration 127Q: 3 clusters Score -3.312086e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187599 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -33120722.000000 Penalty: 6140.453125
	Iteration 128Q: 3 clusters Score -3.312072e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189126 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -33120784.000000 Penalty: 6140.453125
	Iteration 129Q: 3 clusters Score -3.312078e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190643 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -33120716.000000 Penalty: 6140.453125
	Iteration 130Q: 3 clusters Score -3.312072e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192103 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -33120686.000000 Penalty: 6140.453125
	Iteration 131Q: 3 clusters Score -3.312069e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193509 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -33120688.000000 Penalty: 6140.453125
	Iteration 132Q: 3 clusters Score -3.312069e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194874 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -33120598.000000 Penalty: 6140.453125
	Iteration 133Q: 3 clusters Score -3.31206e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196202 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -33120648.000000 Penalty: 6140.453125
	Iteration 134Q: 3 clusters Score -3.312065e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197490 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -33120596.000000 Penalty: 6140.453125
	Iteration 135Q: 3 clusters Score -3.31206e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198767 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -33120476.000000 Penalty: 6140.453125
	Iteration 136Q: 3 clusters Score -3.312048e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200077 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -33120600.000000 Penalty: 6140.453125
	Iteration 137Q: 3 clusters Score -3.31206e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201436 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -33120738.000000 Penalty: 6140.453125
	Iteration 138Q: 3 clusters Score -3.312074e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202715 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -33120712.000000 Penalty: 6140.453125
	Iteration 139Q: 3 clusters Score -3.312071e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203952 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -33120724.000000 Penalty: 6140.453125
	Iteration 140F: 3 clusters Score -3.312072e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205152 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -33120768.000000 Penalty: 6140.453125
	Iteration 141Q: 3 clusters Score -3.312077e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206354 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -33120700.000000 Penalty: 6140.453125
	Iteration 142Q: 3 clusters Score -3.31207e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207500 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -33120818.000000 Penalty: 6140.453125
	Iteration 143Q: 3 clusters Score -3.312082e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208624 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -33120836.000000 Penalty: 6140.453125
	Iteration 144Q: 3 clusters Score -3.312084e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209704 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -33120782.000000 Penalty: 6140.453125
	Iteration 145Q: 3 clusters Score -3.312078e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210750 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -33120664.000000 Penalty: 6140.453125
	Iteration 146Q: 3 clusters Score -3.312066e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211738 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -33120672.000000 Penalty: 6140.453125
	Iteration 147Q: 3 clusters Score -3.312067e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212713 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -33120682.000000 Penalty: 6140.453125
	Iteration 148Q: 3 clusters Score -3.312068e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213688 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -33120970.000000 Penalty: 6140.453125
	Iteration 149Q: 3 clusters Score -3.312097e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214726 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -33121538.000000 Penalty: 6140.453125
	Iteration 150Q: 3 clusters Score -3.312154e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215792 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -33122000.000000 Penalty: 6140.453125
	Iteration 151Q: 3 clusters Score -3.3122e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216856 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -33122628.000000 Penalty: 6140.453125
	Iteration 152Q: 3 clusters Score -3.312263e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217915 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -33123150.000000 Penalty: 6140.453125
	Iteration 153Q: 3 clusters Score -3.312315e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218970 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -33123708.000000 Penalty: 6140.453125
	Iteration 154Q: 3 clusters Score -3.312371e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220013 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -33124220.000000 Penalty: 6140.453125
	Iteration 155Q: 3 clusters Score -3.312422e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220985 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -33124490.000000 Penalty: 6140.453125
	Iteration 156Q: 3 clusters Score -3.312449e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221957 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -33124746.000000 Penalty: 6140.453125
	Iteration 157Q: 3 clusters Score -3.312475e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222834 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -33125034.000000 Penalty: 6140.453125
	Iteration 158Q: 3 clusters Score -3.312503e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223721 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -33125758.000000 Penalty: 6140.453125
	Iteration 159Q: 3 clusters Score -3.312576e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224614 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -33126618.000000 Penalty: 6140.453125
	Iteration 160F: 3 clusters Score -3.312662e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225474 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -33127426.000000 Penalty: 6140.453125
	Iteration 161Q: 3 clusters Score -3.312743e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226267 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -33127980.000000 Penalty: 6140.453125
	Iteration 162Q: 3 clusters Score -3.312798e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227096 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -33128590.000000 Penalty: 6140.453125
	Iteration 163Q: 3 clusters Score -3.312859e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227890 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -33128946.000000 Penalty: 6140.453125
	Iteration 164Q: 3 clusters Score -3.312895e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228630 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -33129428.000000 Penalty: 6140.453125
	Iteration 165Q: 3 clusters Score -3.312943e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229317 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -33129686.000000 Penalty: 6140.453125
	Iteration 166Q: 3 clusters Score -3.312969e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229913 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -33129924.000000 Penalty: 6140.453125
	Iteration 167Q: 3 clusters Score -3.312992e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230446 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -33130182.000000 Penalty: 6140.453125
	Iteration 168Q: 3 clusters Score -3.313018e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230940 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -33130276.000000 Penalty: 6140.453125
	Iteration 169Q: 3 clusters Score -3.313028e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231391 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -33130384.000000 Penalty: 6140.453125
	Iteration 170Q: 3 clusters Score -3.313038e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231822 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -33130538.000000 Penalty: 6140.453125
	Iteration 171Q: 3 clusters Score -3.313054e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232221 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -33130654.000000 Penalty: 6140.453125
	Iteration 172Q: 3 clusters Score -3.313065e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232593 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -33130682.000000 Penalty: 6140.453125
	Iteration 173Q: 3 clusters Score -3.313068e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232955 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -33130816.000000 Penalty: 6140.453125
	Iteration 174Q: 3 clusters Score -3.313082e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233268 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -33130926.000000 Penalty: 6140.453125
	Iteration 175Q: 3 clusters Score -3.313093e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233572 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -33130986.000000 Penalty: 6140.453125
	Iteration 176Q: 3 clusters Score -3.313099e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233834 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -33131044.000000 Penalty: 6140.453125
	Iteration 177Q: 3 clusters Score -3.313104e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234059 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -33131076.000000 Penalty: 6140.453125
	Iteration 178Q: 3 clusters Score -3.313108e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234275 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -33131072.000000 Penalty: 6140.453125
	Iteration 179Q: 3 clusters Score -3.313107e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234442 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -33131136.000000 Penalty: 6140.453125
	Iteration 180F: 3 clusters Score -3.313114e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234594 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -33131136.000000 Penalty: 6140.453125
	Iteration 181Q: 3 clusters Score -3.313114e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234732 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -33131138.000000 Penalty: 6140.453125
	Iteration 182Q: 3 clusters Score -3.313114e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234827 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -33131124.000000 Penalty: 6140.453125
	Iteration 183Q: 3 clusters Score -3.313112e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234895 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -33131116.000000 Penalty: 6140.453125
	Iteration 184Q: 3 clusters Score -3.313112e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234966 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -33131090.000000 Penalty: 6140.453125
	Iteration 185Q: 3 clusters Score -3.313109e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235021 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -33131108.000000 Penalty: 6140.453125
	Iteration 186Q: 3 clusters Score -3.313111e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235066 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -33131100.000000 Penalty: 6140.453125
	Iteration 187Q: 3 clusters Score -3.31311e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235105 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -33131134.000000 Penalty: 6140.453125
	Iteration 188Q: 3 clusters Score -3.313113e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235137 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -33131108.000000 Penalty: 6140.453125
	Iteration 189Q: 3 clusters Score -3.313111e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235167 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -33131120.000000 Penalty: 6140.453125
	Iteration 190Q: 3 clusters Score -3.313112e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235190 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -33131122.000000 Penalty: 6140.453125
	Iteration 191Q: 3 clusters Score -3.313112e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235212 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -33131090.000000 Penalty: 6140.453125
	Iteration 192Q: 3 clusters Score -3.313109e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235239 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -33131082.000000 Penalty: 6140.453125
	Iteration 193Q: 3 clusters Score -3.313108e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235276 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -33131102.000000 Penalty: 6140.453125
	Iteration 194Q: 3 clusters Score -3.31311e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235308 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -33131108.000000 Penalty: 6140.453125
	Iteration 195Q: 3 clusters Score -3.313111e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235344 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -33131112.000000 Penalty: 6140.453125
	Iteration 196Q: 3 clusters Score -3.313111e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235390 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -33131128.000000 Penalty: 6140.453125
	Iteration 197Q: 3 clusters Score -3.313113e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235430 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -33131090.000000 Penalty: 6140.453125
	Iteration 198Q: 3 clusters Score -3.313109e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235470 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -33131108.000000 Penalty: 6140.453125
	Iteration 199Q: 3 clusters Score -3.313111e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235507 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -33131098.000000 Penalty: 6140.453125
	Iteration 200F: 3 clusters Score -3.31311e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235534 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -33131096.000000 Penalty: 6140.453125
	Iteration 201Q: 3 clusters Score -3.31311e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235552 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -33131112.000000 Penalty: 6140.453125
	Iteration 202Q: 3 clusters Score -3.313111e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235565 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -33131112.000000 Penalty: 6140.453125
	Iteration 203Q: 3 clusters Score -3.313111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235579 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -33131140.000000 Penalty: 6140.453125
	Iteration 204Q: 3 clusters Score -3.313114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235585 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -33131134.000000 Penalty: 6140.453125
	Iteration 205Q: 3 clusters Score -3.313113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235590 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -33131134.000000 Penalty: 6140.453125
	Iteration 206Q: 3 clusters Score -3.313113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235592 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -33131146.000000 Penalty: 6140.453125
	Iteration 207Q: 3 clusters Score -3.313115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235595 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -33131142.000000 Penalty: 6140.453125
	Iteration 208Q: 3 clusters Score -3.313114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235600 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -33131160.000000 Penalty: 6140.453125
	Iteration 209Q: 3 clusters Score -3.313116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235605 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -33131164.000000 Penalty: 6140.453125
	Iteration 210Q: 3 clusters Score -3.313116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235609 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -33131154.000000 Penalty: 6140.453125
	Iteration 211Q: 3 clusters Score -3.313115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235614 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -33131158.000000 Penalty: 6140.453125
	Iteration 212Q: 3 clusters Score -3.313116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235623 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -33131146.000000 Penalty: 6140.453125
	Iteration 213Q: 3 clusters Score -3.313115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235628 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -33131166.000000 Penalty: 6140.453125
	Iteration 214Q: 3 clusters Score -3.313117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235633 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -33131158.000000 Penalty: 6140.453125
	Iteration 215Q: 3 clusters Score -3.313116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235637 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -33131164.000000 Penalty: 6140.453125
	Iteration 216Q: 3 clusters Score -3.313116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235642 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -33131178.000000 Penalty: 6140.453125
	Iteration 217Q: 3 clusters Score -3.313118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235646 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -33131172.000000 Penalty: 6140.453125
	Iteration 218Q: 3 clusters Score -3.313117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235648 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -33131176.000000 Penalty: 6140.453125
	Iteration 219Q: 3 clusters Score -3.313118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235653 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -33131172.000000 Penalty: 6140.453125
	Iteration 220F: 3 clusters Score -3.313117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235655 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -33131164.000000 Penalty: 6140.453125
	Iteration 221Q: 3 clusters Score -3.313116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235655 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -33131164.000000 Penalty: 6140.453125
	Iteration 222F: 3 clusters Score -3.313116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Entering Unmasked Estep 
Score: -5243077.000000 Penalty: 2610.267822
	Iteration 0F: 2 clusters Score -5243077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -5217754.500000 Penalty: 5220.535645
	Iteration 0F: 3 clusters Score -5217754 nChanged 17042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -5227027.500000 Penalty: 5220.535645
	Iteration 1F: 3 clusters Score -5227028 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -5227516.500000 Penalty: 5220.535645
	Iteration 2Q: 3 clusters Score -5227516 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -5227936.000000 Penalty: 5220.535645
	Iteration 3Q: 3 clusters Score -5227936 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -5228323.000000 Penalty: 5220.535645
	Iteration 4Q: 3 clusters Score -5228323 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -5228828.000000 Penalty: 5220.535645
	Iteration 5Q: 3 clusters Score -5228828 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -5229548.500000 Penalty: 5220.535645
	Iteration 6Q: 3 clusters Score -5229548 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -5230704.500000 Penalty: 5220.535645
	Iteration 7F: 3 clusters Score -5230704 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -5232505.500000 Penalty: 5220.535645
	Iteration 8F: 3 clusters Score -5232506 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -5234985.000000 Penalty: 5220.535645
	Iteration 9F: 3 clusters Score -5234985 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -5237520.500000 Penalty: 5220.535645
	Iteration 10F: 3 clusters Score -5237520 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5239283.500000 Penalty: 5220.535645
	Iteration 11Q: 3 clusters Score -5239284 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5240138.000000 Penalty: 5220.535645
	Iteration 12Q: 3 clusters Score -5240138 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5240559.500000 Penalty: 5220.535645
	Iteration 13Q: 3 clusters Score -5240560 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5240732.500000 Penalty: 5220.535645
	Iteration 14Q: 3 clusters Score -5240732 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5240825.000000 Penalty: 5220.535645
	Iteration 15Q: 3 clusters Score -5240825 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5240889.000000 Penalty: 5220.535645
	Iteration 16Q: 3 clusters Score -5240889 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5240921.000000 Penalty: 5220.535645
	Iteration 17Q: 3 clusters Score -5240921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5240933.500000 Penalty: 5220.535645
	Iteration 18Q: 3 clusters Score -5240934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5240947.000000 Penalty: 5220.535645
	Iteration 19Q: 3 clusters Score -5240947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5240946.500000 Penalty: 5220.535645
	Iteration 20F: 3 clusters Score -5240946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5240951.000000 Penalty: 5220.535645
	Iteration 21Q: 3 clusters Score -5240951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5240956.000000 Penalty: 5220.535645
	Iteration 22Q: 3 clusters Score -5240956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5240969.000000 Penalty: 5220.535645
	Iteration 23Q: 3 clusters Score -5240969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5240977.500000 Penalty: 5220.535645
	Iteration 24Q: 3 clusters Score -5240978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5240983.000000 Penalty: 5220.535645
	Iteration 25Q: 3 clusters Score -5240983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5240983.000000 Penalty: 5220.535645
	Iteration 26Q: 3 clusters Score -5240983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5240988.000000 Penalty: 5220.535645
	Iteration 27Q: 3 clusters Score -5240988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5240985.500000 Penalty: 5220.535645
	Iteration 28Q: 3 clusters Score -5240986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5240994.000000 Penalty: 5220.535645
	Iteration 29Q: 3 clusters Score -5240994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5240994.500000 Penalty: 5220.535645
	Iteration 30Q: 3 clusters Score -5240994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5240996.500000 Penalty: 5220.535645
	Iteration 31Q: 3 clusters Score -5240996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5241001.000000 Penalty: 5220.535645
	Iteration 32Q: 3 clusters Score -5241001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5241005.500000 Penalty: 5220.535645
	Iteration 33Q: 3 clusters Score -5241006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5241004.500000 Penalty: 5220.535645
	Iteration 34Q: 3 clusters Score -5241004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5241004.000000 Penalty: 5220.535645
	Iteration 35Q: 3 clusters Score -5241004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5241004.500000 Penalty: 5220.535645
	Iteration 36Q: 3 clusters Score -5241004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5241004.500000 Penalty: 5220.535645
	Iteration 37F: 3 clusters Score -5241004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Entering Unmasked Estep 
Score: -738032.187500 Penalty: 2124.835938
	Iteration 0F: 2 clusters Score -738032.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -733333.187500 Penalty: 4249.671875
	Iteration 0F: 3 clusters Score -733333.2 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -734438.000000 Penalty: 4249.671875
	Iteration 1F: 3 clusters Score -734438 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -734655.125000 Penalty: 4249.671875
	Iteration 2F: 3 clusters Score -734655.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -734777.312500 Penalty: 4249.671875
	Iteration 3Q: 3 clusters Score -734777.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -734862.500000 Penalty: 4249.671875
	Iteration 4Q: 3 clusters Score -734862.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -734923.250000 Penalty: 4249.671875
	Iteration 5Q: 3 clusters Score -734923.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -734974.937500 Penalty: 4249.671875
	Iteration 6Q: 3 clusters Score -734974.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -735023.625000 Penalty: 4249.671875
	Iteration 7Q: 3 clusters Score -735023.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -735076.562500 Penalty: 4249.671875
	Iteration 8Q: 3 clusters Score -735076.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -735108.937500 Penalty: 4249.671875
	Iteration 9Q: 3 clusters Score -735108.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -735136.937500 Penalty: 4249.671875
	Iteration 10Q: 3 clusters Score -735136.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -735174.875000 Penalty: 4249.671875
	Iteration 11Q: 3 clusters Score -735174.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -735219.750000 Penalty: 4249.671875
	Iteration 12Q: 3 clusters Score -735219.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -735258.562500 Penalty: 4249.671875
	Iteration 13Q: 3 clusters Score -735258.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -735298.062500 Penalty: 4249.671875
	Iteration 14Q: 3 clusters Score -735298.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -735335.750000 Penalty: 4249.671875
	Iteration 15Q: 3 clusters Score -735335.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -735375.312500 Penalty: 4249.671875
	Iteration 16Q: 3 clusters Score -735375.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -735415.750000 Penalty: 4249.671875
	Iteration 17Q: 3 clusters Score -735415.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -735459.437500 Penalty: 4249.671875
	Iteration 18Q: 3 clusters Score -735459.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -735521.500000 Penalty: 4249.671875
	Iteration 19Q: 3 clusters Score -735521.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -735587.750000 Penalty: 4249.671875
	Iteration 20F: 3 clusters Score -735587.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -735658.125000 Penalty: 4249.671875
	Iteration 21Q: 3 clusters Score -735658.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -735729.500000 Penalty: 4249.671875
	Iteration 22Q: 3 clusters Score -735729.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -735789.125000 Penalty: 4249.671875
	Iteration 23Q: 3 clusters Score -735789.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -735844.875000 Penalty: 4249.671875
	Iteration 24Q: 3 clusters Score -735844.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -735881.312500 Penalty: 4249.671875
	Iteration 25Q: 3 clusters Score -735881.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -735910.812500 Penalty: 4249.671875
	Iteration 26Q: 3 clusters Score -735910.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -735930.750000 Penalty: 4249.671875
	Iteration 27Q: 3 clusters Score -735930.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -735958.125000 Penalty: 4249.671875
	Iteration 28Q: 3 clusters Score -735958.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -735981.937500 Penalty: 4249.671875
	Iteration 29Q: 3 clusters Score -735981.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -736006.625000 Penalty: 4249.671875
	Iteration 30Q: 3 clusters Score -736006.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -736033.625000 Penalty: 4249.671875
	Iteration 31Q: 3 clusters Score -736033.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -736051.812500 Penalty: 4249.671875
	Iteration 32Q: 3 clusters Score -736051.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -736067.250000 Penalty: 4249.671875
	Iteration 33Q: 3 clusters Score -736067.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -736074.375000 Penalty: 4249.671875
	Iteration 34Q: 3 clusters Score -736074.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -736077.187500 Penalty: 4249.671875
	Iteration 35Q: 3 clusters Score -736077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -736079.187500 Penalty: 4249.671875
	Iteration 36Q: 3 clusters Score -736079.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -736081.375000 Penalty: 4249.671875
	Iteration 37Q: 3 clusters Score -736081.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -736085.312500 Penalty: 4249.671875
	Iteration 38Q: 3 clusters Score -736085.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -736092.812500 Penalty: 4249.671875
	Iteration 39Q: 3 clusters Score -736092.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -736105.437500 Penalty: 4249.671875
	Iteration 40F: 3 clusters Score -736105.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -736115.562500 Penalty: 4249.671875
	Iteration 41Q: 3 clusters Score -736115.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -736128.937500 Penalty: 4249.671875
	Iteration 42Q: 3 clusters Score -736128.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -736142.000000 Penalty: 4249.671875
	Iteration 43Q: 3 clusters Score -736142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -736146.625000 Penalty: 4249.671875
	Iteration 44Q: 3 clusters Score -736146.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -736153.625000 Penalty: 4249.671875
	Iteration 45Q: 3 clusters Score -736153.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -736158.000000 Penalty: 4249.671875
	Iteration 46Q: 3 clusters Score -736158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -736160.000000 Penalty: 4249.671875
	Iteration 47Q: 3 clusters Score -736160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -736161.812500 Penalty: 4249.671875
	Iteration 48Q: 3 clusters Score -736161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -736165.937500 Penalty: 4249.671875
	Iteration 49Q: 3 clusters Score -736165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -736169.500000 Penalty: 4249.671875
	Iteration 50Q: 3 clusters Score -736169.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -736171.812500 Penalty: 4249.671875
	Iteration 51Q: 3 clusters Score -736171.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -736173.250000 Penalty: 4249.671875
	Iteration 52Q: 3 clusters Score -736173.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -736175.625000 Penalty: 4249.671875
	Iteration 53Q: 3 clusters Score -736175.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -736177.312500 Penalty: 4249.671875
	Iteration 54Q: 3 clusters Score -736177.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -736180.375000 Penalty: 4249.671875
	Iteration 55Q: 3 clusters Score -736180.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -736181.625000 Penalty: 4249.671875
	Iteration 56Q: 3 clusters Score -736181.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -736184.500000 Penalty: 4249.671875
	Iteration 57Q: 3 clusters Score -736184.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -736184.500000 Penalty: 4249.671875
	Iteration 58F: 3 clusters Score -736184.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -57210.496094 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -57210.5 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 257 members 
Entering Unmasked Estep 
Score: -55789.417969 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -55789.42 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56029.000000 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -56029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56123.113281 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -56123.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56172.730469 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -56172.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -56209.621094 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -56209.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56219.062500 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -56219.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56233.753906 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -56233.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -56236.816406 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -56236.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56238.093750 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -56238.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56238.093750 Penalty: 3060.126709
	Iteration 9F: 3 clusters Score -56238.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Entering Unmasked Estep 
Score: -1049016.375000 Penalty: 2206.760742
	Iteration 0F: 2 clusters Score -1049016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1043012.062500 Penalty: 4413.521484
	Iteration 0F: 3 clusters Score -1043012 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1044509.750000 Penalty: 4413.521484
	Iteration 1F: 3 clusters Score -1044510 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1044742.937500 Penalty: 4413.521484
	Iteration 2F: 3 clusters Score -1044743 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1044894.000000 Penalty: 4413.521484
	Iteration 3Q: 3 clusters Score -1044894 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1044982.625000 Penalty: 4413.521484
	Iteration 4Q: 3 clusters Score -1044983 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1045040.437500 Penalty: 4413.521484
	Iteration 5Q: 3 clusters Score -1045040 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1045084.250000 Penalty: 4413.521484
	Iteration 6Q: 3 clusters Score -1045084 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1045124.375000 Penalty: 4413.521484
	Iteration 7Q: 3 clusters Score -1045124 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1045169.875000 Penalty: 4413.521484
	Iteration 8Q: 3 clusters Score -1045170 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1045222.812500 Penalty: 4413.521484
	Iteration 9Q: 3 clusters Score -1045223 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1045285.437500 Penalty: 4413.521484
	Iteration 10Q: 3 clusters Score -1045285 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1045358.812500 Penalty: 4413.521484
	Iteration 11Q: 3 clusters Score -1045359 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1045423.812500 Penalty: 4413.521484
	Iteration 12Q: 3 clusters Score -1045424 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1045510.687500 Penalty: 4413.521484
	Iteration 13Q: 3 clusters Score -1045511 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1045597.875000 Penalty: 4413.521484
	Iteration 14Q: 3 clusters Score -1045598 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1045706.937500 Penalty: 4413.521484
	Iteration 15Q: 3 clusters Score -1045707 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1045828.937500 Penalty: 4413.521484
	Iteration 16Q: 3 clusters Score -1045829 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1045998.500000 Penalty: 4413.521484
	Iteration 17Q: 3 clusters Score -1045998 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1046190.187500 Penalty: 4413.521484
	Iteration 18Q: 3 clusters Score -1046190 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1046362.187500 Penalty: 4413.521484
	Iteration 19Q: 3 clusters Score -1046362 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1046503.375000 Penalty: 4413.521484
	Iteration 20F: 3 clusters Score -1046503 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1046616.750000 Penalty: 4413.521484
	Iteration 21Q: 3 clusters Score -1046617 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1046735.250000 Penalty: 4413.521484
	Iteration 22Q: 3 clusters Score -1046735 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1046823.000000 Penalty: 4413.521484
	Iteration 23Q: 3 clusters Score -1046823 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1046880.312500 Penalty: 4413.521484
	Iteration 24Q: 3 clusters Score -1046880 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1046939.375000 Penalty: 4413.521484
	Iteration 25Q: 3 clusters Score -1046939 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1046982.687500 Penalty: 4413.521484
	Iteration 26Q: 3 clusters Score -1046983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1047014.125000 Penalty: 4413.521484
	Iteration 27Q: 3 clusters Score -1047014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1047029.625000 Penalty: 4413.521484
	Iteration 28Q: 3 clusters Score -1047030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1047038.625000 Penalty: 4413.521484
	Iteration 29Q: 3 clusters Score -1047039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1047046.687500 Penalty: 4413.521484
	Iteration 30Q: 3 clusters Score -1047047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1047050.000000 Penalty: 4413.521484
	Iteration 31Q: 3 clusters Score -1047050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1047051.312500 Penalty: 4413.521484
	Iteration 32Q: 3 clusters Score -1047051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1047052.812500 Penalty: 4413.521484
	Iteration 33Q: 3 clusters Score -1047053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1047052.812500 Penalty: 4413.521484
	Iteration 34F: 3 clusters Score -1047053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -59696.265625 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -59696.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -58228.816406 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -58228.82 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58482.550781 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -58482.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58590.144531 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -58590.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58652.687500 Penalty: 3079.460693
	Iteration 3Q: 3 clusters Score -58652.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -58692.546875 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -58692.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58718.156250 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -58718.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58746.324219 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -58746.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58762.007812 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -58762.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58768.906250 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -58768.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58782.683594 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -58782.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58811.992188 Penalty: 3079.460693
	Iteration 10Q: 3 clusters Score -58811.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58833.773438 Penalty: 3079.460693
	Iteration 11Q: 3 clusters Score -58833.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58860.953125 Penalty: 3079.460693
	Iteration 12Q: 3 clusters Score -58860.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58892.757812 Penalty: 3079.460693
	Iteration 13Q: 3 clusters Score -58892.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58915.324219 Penalty: 3079.460693
	Iteration 14Q: 3 clusters Score -58915.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -58919.437500 Penalty: 3079.460693
	Iteration 15Q: 3 clusters Score -58919.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58929.964844 Penalty: 3079.460693
	Iteration 16Q: 3 clusters Score -58929.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -58935.671875 Penalty: 3079.460693
	Iteration 17Q: 3 clusters Score -58935.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58938.652344 Penalty: 3079.460693
	Iteration 18Q: 3 clusters Score -58938.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58940.007812 Penalty: 3079.460693
	Iteration 19Q: 3 clusters Score -58940.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58940.007812 Penalty: 3079.460693
	Iteration 20F: 3 clusters Score -58940.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Entering Unmasked Estep 
Score: -1724672.375000 Penalty: 2347.680664
	Iteration 0F: 2 clusters Score -1724672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1715225.375000 Penalty: 4695.361328
	Iteration 0F: 3 clusters Score -1715225 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1718281.375000 Penalty: 4695.361328
	Iteration 1F: 3 clusters Score -1718281 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1718787.500000 Penalty: 4695.361328
	Iteration 2F: 3 clusters Score -1718788 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1719279.750000 Penalty: 4695.361328
	Iteration 3F: 3 clusters Score -1719280 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1719709.625000 Penalty: 4695.361328
	Iteration 4F: 3 clusters Score -1719710 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1720144.750000 Penalty: 4695.361328
	Iteration 5F: 3 clusters Score -1720145 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1720603.125000 Penalty: 4695.361328
	Iteration 6F: 3 clusters Score -1720603 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1721025.125000 Penalty: 4695.361328
	Iteration 7Q: 3 clusters Score -1721025 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1721370.500000 Penalty: 4695.361328
	Iteration 8Q: 3 clusters Score -1721370 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1721693.875000 Penalty: 4695.361328
	Iteration 9Q: 3 clusters Score -1721694 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1721920.875000 Penalty: 4695.361328
	Iteration 10Q: 3 clusters Score -1721921 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1722081.875000 Penalty: 4695.361328
	Iteration 11Q: 3 clusters Score -1722082 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1722216.750000 Penalty: 4695.361328
	Iteration 12Q: 3 clusters Score -1722217 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1722338.250000 Penalty: 4695.361328
	Iteration 13Q: 3 clusters Score -1722338 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1722429.000000 Penalty: 4695.361328
	Iteration 14Q: 3 clusters Score -1722429 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1722503.500000 Penalty: 4695.361328
	Iteration 15Q: 3 clusters Score -1722504 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1722562.375000 Penalty: 4695.361328
	Iteration 16Q: 3 clusters Score -1722562 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1722608.250000 Penalty: 4695.361328
	Iteration 17Q: 3 clusters Score -1722608 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1722633.375000 Penalty: 4695.361328
	Iteration 18Q: 3 clusters Score -1722633 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1722656.500000 Penalty: 4695.361328
	Iteration 19Q: 3 clusters Score -1722656 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1722671.875000 Penalty: 4695.361328
	Iteration 20F: 3 clusters Score -1722672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1722683.125000 Penalty: 4695.361328
	Iteration 21Q: 3 clusters Score -1722683 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1722691.250000 Penalty: 4695.361328
	Iteration 22Q: 3 clusters Score -1722691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1722693.375000 Penalty: 4695.361328
	Iteration 23Q: 3 clusters Score -1722693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1722699.625000 Penalty: 4695.361328
	Iteration 24Q: 3 clusters Score -1722700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1722703.875000 Penalty: 4695.361328
	Iteration 25Q: 3 clusters Score -1722704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1722705.375000 Penalty: 4695.361328
	Iteration 26Q: 3 clusters Score -1722705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1722706.250000 Penalty: 4695.361328
	Iteration 27Q: 3 clusters Score -1722706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1722706.000000 Penalty: 4695.361328
	Iteration 28Q: 3 clusters Score -1722706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1722708.750000 Penalty: 4695.361328
	Iteration 29Q: 3 clusters Score -1722709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1722709.625000 Penalty: 4695.361328
	Iteration 30Q: 3 clusters Score -1722710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1722711.125000 Penalty: 4695.361328
	Iteration 31Q: 3 clusters Score -1722711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1722709.750000 Penalty: 4695.361328
	Iteration 32Q: 3 clusters Score -1722710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1722709.750000 Penalty: 4695.361328
	Iteration 33F: 3 clusters Score -1722710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Entering Unmasked Estep 
Score: -552518.750000 Penalty: 2068.551270
	Iteration 0F: 2 clusters Score -552518.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -548495.937500 Penalty: 4137.102539
	Iteration 0F: 3 clusters Score -548495.9 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -549452.812500 Penalty: 4137.102539
	Iteration 1F: 3 clusters Score -549452.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -549682.750000 Penalty: 4137.102539
	Iteration 2F: 3 clusters Score -549682.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -549835.312500 Penalty: 4137.102539
	Iteration 3F: 3 clusters Score -549835.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -549954.000000 Penalty: 4137.102539
	Iteration 4Q: 3 clusters Score -549954 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -550032.000000 Penalty: 4137.102539
	Iteration 5Q: 3 clusters Score -550032 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -550111.375000 Penalty: 4137.102539
	Iteration 6Q: 3 clusters Score -550111.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -550202.625000 Penalty: 4137.102539
	Iteration 7Q: 3 clusters Score -550202.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -550290.000000 Penalty: 4137.102539
	Iteration 8Q: 3 clusters Score -550290 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -550368.625000 Penalty: 4137.102539
	Iteration 9Q: 3 clusters Score -550368.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -550449.375000 Penalty: 4137.102539
	Iteration 10Q: 3 clusters Score -550449.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -550518.812500 Penalty: 4137.102539
	Iteration 11Q: 3 clusters Score -550518.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -550569.875000 Penalty: 4137.102539
	Iteration 12Q: 3 clusters Score -550569.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -550618.187500 Penalty: 4137.102539
	Iteration 13Q: 3 clusters Score -550618.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -550664.187500 Penalty: 4137.102539
	Iteration 14Q: 3 clusters Score -550664.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -550706.000000 Penalty: 4137.102539
	Iteration 15Q: 3 clusters Score -550706 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -550738.500000 Penalty: 4137.102539
	Iteration 16Q: 3 clusters Score -550738.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -550770.625000 Penalty: 4137.102539
	Iteration 17Q: 3 clusters Score -550770.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -550799.562500 Penalty: 4137.102539
	Iteration 18Q: 3 clusters Score -550799.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -550816.812500 Penalty: 4137.102539
	Iteration 19Q: 3 clusters Score -550816.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -550826.500000 Penalty: 4137.102539
	Iteration 20F: 3 clusters Score -550826.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -550835.500000 Penalty: 4137.102539
	Iteration 21Q: 3 clusters Score -550835.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -550842.375000 Penalty: 4137.102539
	Iteration 22Q: 3 clusters Score -550842.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -550845.437500 Penalty: 4137.102539
	Iteration 23Q: 3 clusters Score -550845.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -550849.187500 Penalty: 4137.102539
	Iteration 24Q: 3 clusters Score -550849.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -550855.312500 Penalty: 4137.102539
	Iteration 25Q: 3 clusters Score -550855.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -550860.937500 Penalty: 4137.102539
	Iteration 26Q: 3 clusters Score -550860.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -550864.187500 Penalty: 4137.102539
	Iteration 27Q: 3 clusters Score -550864.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -550870.875000 Penalty: 4137.102539
	Iteration 28Q: 3 clusters Score -550870.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -550873.562500 Penalty: 4137.102539
	Iteration 29Q: 3 clusters Score -550873.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -550875.437500 Penalty: 4137.102539
	Iteration 30Q: 3 clusters Score -550875.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -550877.500000 Penalty: 4137.102539
	Iteration 31Q: 3 clusters Score -550877.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -550879.437500 Penalty: 4137.102539
	Iteration 32Q: 3 clusters Score -550879.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -550879.437500 Penalty: 4137.102539
	Iteration 33F: 3 clusters Score -550879.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (290017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290017 members 
Entering Unmasked Estep 
Score: -39753776.000000 Penalty: 3119.268311
	Iteration 0F: 2 clusters Score -3.975378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144964 members 
Mstep: Class 2 contains 145053 members 
Entering Unmasked Estep 
Score: -39582476.000000 Penalty: 6238.536621
	Iteration 0F: 3 clusters Score -3.958248e+07 nChanged 140351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145967 members 
Mstep: Class 2 contains 144050 members 
Entering Unmasked Estep 
Score: -39664552.000000 Penalty: 6238.536621
	Iteration 1F: 3 clusters Score -3.966455e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146702 members 
Mstep: Class 2 contains 143315 members 
Entering Unmasked Estep 
Score: -39666276.000000 Penalty: 6238.536621
	Iteration 2Q: 3 clusters Score -3.966628e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147850 members 
Mstep: Class 2 contains 142167 members 
Entering Unmasked Estep 
Score: -39667952.000000 Penalty: 6238.536621
	Iteration 3Q: 3 clusters Score -3.966795e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149588 members 
Mstep: Class 2 contains 140429 members 
Entering Unmasked Estep 
Score: -39669708.000000 Penalty: 6238.536621
	Iteration 4Q: 3 clusters Score -3.966971e+07 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152143 members 
Mstep: Class 2 contains 137874 members 
Entering Unmasked Estep 
Score: -39672612.000000 Penalty: 6238.536621
	Iteration 5Q: 3 clusters Score -3.967261e+07 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155837 members 
Mstep: Class 2 contains 134180 members 
Entering Unmasked Estep 
Score: -39676832.000000 Penalty: 6238.536621
	Iteration 6Q: 3 clusters Score -3.967683e+07 nChanged 13336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160755 members 
Mstep: Class 2 contains 129262 members 
Entering Unmasked Estep 
Score: -39683576.000000 Penalty: 6238.536621
	Iteration 7Q: 3 clusters Score -3.968358e+07 nChanged 15946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166703 members 
Mstep: Class 2 contains 123314 members 
Entering Unmasked Estep 
Score: -39694096.000000 Penalty: 6238.536621
	Iteration 8F: 3 clusters Score -3.96941e+07 nChanged 17941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172652 members 
Mstep: Class 2 contains 117365 members 
Entering Unmasked Estep 
Score: -39707176.000000 Penalty: 6238.536621
	Iteration 9F: 3 clusters Score -3.970718e+07 nChanged 17214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177556 members 
Mstep: Class 2 contains 112461 members 
Entering Unmasked Estep 
Score: -39718600.000000 Penalty: 6238.536621
	Iteration 10F: 3 clusters Score -3.97186e+07 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181418 members 
Mstep: Class 2 contains 108599 members 
Entering Unmasked Estep 
Score: -39723448.000000 Penalty: 6238.536621
	Iteration 11Q: 3 clusters Score -3.972345e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184986 members 
Mstep: Class 2 contains 105031 members 
Entering Unmasked Estep 
Score: -39725204.000000 Penalty: 6238.536621
	Iteration 12Q: 3 clusters Score -3.97252e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188541 members 
Mstep: Class 2 contains 101476 members 
Entering Unmasked Estep 
Score: -39725972.000000 Penalty: 6238.536621
	Iteration 13Q: 3 clusters Score -3.972597e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192411 members 
Mstep: Class 2 contains 97606 members 
Entering Unmasked Estep 
Score: -39726772.000000 Penalty: 6238.536621
	Iteration 14Q: 3 clusters Score -3.972677e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196510 members 
Mstep: Class 2 contains 93507 members 
Entering Unmasked Estep 
Score: -39727712.000000 Penalty: 6238.536621
	Iteration 15Q: 3 clusters Score -3.972771e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201009 members 
Mstep: Class 2 contains 89008 members 
Entering Unmasked Estep 
Score: -39728792.000000 Penalty: 6238.536621
	Iteration 16Q: 3 clusters Score -3.972879e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205809 members 
Mstep: Class 2 contains 84208 members 
Entering Unmasked Estep 
Score: -39729748.000000 Penalty: 6238.536621
	Iteration 17Q: 3 clusters Score -3.972975e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210854 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -39731144.000000 Penalty: 6238.536621
	Iteration 18Q: 3 clusters Score -3.973114e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216177 members 
Mstep: Class 2 contains 73840 members 
Entering Unmasked Estep 
Score: -39732564.000000 Penalty: 6238.536621
	Iteration 19Q: 3 clusters Score -3.973256e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221692 members 
Mstep: Class 2 contains 68325 members 
Entering Unmasked Estep 
Score: -39734344.000000 Penalty: 6238.536621
	Iteration 20F: 3 clusters Score -3.973434e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227770 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -39736236.000000 Penalty: 6238.536621
	Iteration 21Q: 3 clusters Score -3.973624e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233809 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -39737616.000000 Penalty: 6238.536621
	Iteration 22Q: 3 clusters Score -3.973762e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239615 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -39738656.000000 Penalty: 6238.536621
	Iteration 23Q: 3 clusters Score -3.973866e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245103 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -39739800.000000 Penalty: 6238.536621
	Iteration 24Q: 3 clusters Score -3.97398e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250243 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -39739944.000000 Penalty: 6238.536621
	Iteration 25Q: 3 clusters Score -3.973994e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254925 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -39740788.000000 Penalty: 6238.536621
	Iteration 26Q: 3 clusters Score -3.974079e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259184 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -39741512.000000 Penalty: 6238.536621
	Iteration 27Q: 3 clusters Score -3.974151e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262961 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -39742052.000000 Penalty: 6238.536621
	Iteration 28Q: 3 clusters Score -3.974205e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266423 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -39742812.000000 Penalty: 6238.536621
	Iteration 29Q: 3 clusters Score -3.974281e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269472 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -39743424.000000 Penalty: 6238.536621
	Iteration 30Q: 3 clusters Score -3.974342e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272253 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -39744208.000000 Penalty: 6238.536621
	Iteration 31Q: 3 clusters Score -3.974421e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274691 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -39744628.000000 Penalty: 6238.536621
	Iteration 32Q: 3 clusters Score -3.974463e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276804 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -39744996.000000 Penalty: 6238.536621
	Iteration 33Q: 3 clusters Score -3.9745e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278676 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -39745508.000000 Penalty: 6238.536621
	Iteration 34Q: 3 clusters Score -3.974551e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280302 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -39746256.000000 Penalty: 6238.536621
	Iteration 35Q: 3 clusters Score -3.974626e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281686 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -39746880.000000 Penalty: 6238.536621
	Iteration 36Q: 3 clusters Score -3.974688e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282934 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -39747592.000000 Penalty: 6238.536621
	Iteration 37Q: 3 clusters Score -3.974759e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284004 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -39748044.000000 Penalty: 6238.536621
	Iteration 38Q: 3 clusters Score -3.974804e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284934 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -39748500.000000 Penalty: 6238.536621
	Iteration 39Q: 3 clusters Score -3.97485e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285683 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -39748756.000000 Penalty: 6238.536621
	Iteration 40F: 3 clusters Score -3.974876e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286370 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -39749156.000000 Penalty: 6238.536621
	Iteration 41Q: 3 clusters Score -3.974916e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286953 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -39749264.000000 Penalty: 6238.536621
	Iteration 42Q: 3 clusters Score -3.974926e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287456 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -39749584.000000 Penalty: 6238.536621
	Iteration 43Q: 3 clusters Score -3.974958e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287870 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -39749728.000000 Penalty: 6238.536621
	Iteration 44Q: 3 clusters Score -3.974973e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288197 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -39749904.000000 Penalty: 6238.536621
	Iteration 45Q: 3 clusters Score -3.97499e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288453 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -39750216.000000 Penalty: 6238.536621
	Iteration 46Q: 3 clusters Score -3.975022e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288670 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -39750280.000000 Penalty: 6238.536621
	Iteration 47Q: 3 clusters Score -3.975028e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288827 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -39750408.000000 Penalty: 6238.536621
	Iteration 48Q: 3 clusters Score -3.975041e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288942 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -39750552.000000 Penalty: 6238.536621
	Iteration 49Q: 3 clusters Score -3.975055e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289036 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -39750596.000000 Penalty: 6238.536621
	Iteration 50Q: 3 clusters Score -3.97506e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289100 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -39750688.000000 Penalty: 6238.536621
	Iteration 51Q: 3 clusters Score -3.975069e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289162 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -39750680.000000 Penalty: 6238.536621
	Iteration 52Q: 3 clusters Score -3.975068e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289202 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -39750748.000000 Penalty: 6238.536621
	Iteration 53Q: 3 clusters Score -3.975075e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289239 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -39750792.000000 Penalty: 6238.536621
	Iteration 54Q: 3 clusters Score -3.975079e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289261 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -39750784.000000 Penalty: 6238.536621
	Iteration 55Q: 3 clusters Score -3.975078e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289282 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -39750812.000000 Penalty: 6238.536621
	Iteration 56Q: 3 clusters Score -3.975081e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289299 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -39750864.000000 Penalty: 6238.536621
	Iteration 57Q: 3 clusters Score -3.975086e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289319 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -39750836.000000 Penalty: 6238.536621
	Iteration 58Q: 3 clusters Score -3.975084e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289333 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -39750832.000000 Penalty: 6238.536621
	Iteration 59Q: 3 clusters Score -3.975083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289343 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -39750852.000000 Penalty: 6238.536621
	Iteration 60F: 3 clusters Score -3.975085e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289358 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -39750848.000000 Penalty: 6238.536621
	Iteration 61Q: 3 clusters Score -3.975085e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289368 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -39750896.000000 Penalty: 6238.536621
	Iteration 62Q: 3 clusters Score -3.97509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289378 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -39750904.000000 Penalty: 6238.536621
	Iteration 63Q: 3 clusters Score -3.97509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289383 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -39750904.000000 Penalty: 6238.536621
	Iteration 64Q: 3 clusters Score -3.97509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289389 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -39750920.000000 Penalty: 6238.536621
	Iteration 65Q: 3 clusters Score -3.975092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289393 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -39750948.000000 Penalty: 6238.536621
	Iteration 66Q: 3 clusters Score -3.975095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289396 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -39750960.000000 Penalty: 6238.536621
	Iteration 67Q: 3 clusters Score -3.975096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289398 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -39750948.000000 Penalty: 6238.536621
	Iteration 68Q: 3 clusters Score -3.975095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289400 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -39750968.000000 Penalty: 6238.536621
	Iteration 69Q: 3 clusters Score -3.975097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289402 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -39750968.000000 Penalty: 6238.536621
	Iteration 70Q: 3 clusters Score -3.975097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289406 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -39750964.000000 Penalty: 6238.536621
	Iteration 71Q: 3 clusters Score -3.975096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289409 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -39750968.000000 Penalty: 6238.536621
	Iteration 72Q: 3 clusters Score -3.975097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289413 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -39750964.000000 Penalty: 6238.536621
	Iteration 73Q: 3 clusters Score -3.975096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289416 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -39750984.000000 Penalty: 6238.536621
	Iteration 74Q: 3 clusters Score -3.975098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289418 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -39750984.000000 Penalty: 6238.536621
	Iteration 75Q: 3 clusters Score -3.975098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289419 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -39750960.000000 Penalty: 6238.536621
	Iteration 76Q: 3 clusters Score -3.975096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289418 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -39750980.000000 Penalty: 6238.536621
	Iteration 77Q: 3 clusters Score -3.975098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289418 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -39750980.000000 Penalty: 6238.536621
	Iteration 78F: 3 clusters Score -3.975098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Entering Unmasked Estep 
Score: -2008655.250000 Penalty: 2380.131104
	Iteration 0F: 2 clusters Score -2008655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1997857.875000 Penalty: 4760.262207
	Iteration 0F: 3 clusters Score -1997858 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2001319.250000 Penalty: 4760.262207
	Iteration 1F: 3 clusters Score -2001319 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2001761.625000 Penalty: 4760.262207
	Iteration 2F: 3 clusters Score -2001762 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2002150.750000 Penalty: 4760.262207
	Iteration 3F: 3 clusters Score -2002151 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2002526.625000 Penalty: 4760.262207
	Iteration 4F: 3 clusters Score -2002527 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2002911.875000 Penalty: 4760.262207
	Iteration 5Q: 3 clusters Score -2002912 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2003351.750000 Penalty: 4760.262207
	Iteration 6Q: 3 clusters Score -2003352 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2003810.500000 Penalty: 4760.262207
	Iteration 7Q: 3 clusters Score -2003810 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2004259.500000 Penalty: 4760.262207
	Iteration 8Q: 3 clusters Score -2004260 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2004702.625000 Penalty: 4760.262207
	Iteration 9Q: 3 clusters Score -2004703 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2005148.250000 Penalty: 4760.262207
	Iteration 10Q: 3 clusters Score -2005148 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2005531.000000 Penalty: 4760.262207
	Iteration 11Q: 3 clusters Score -2005531 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2005883.625000 Penalty: 4760.262207
	Iteration 12Q: 3 clusters Score -2005884 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2006125.625000 Penalty: 4760.262207
	Iteration 13Q: 3 clusters Score -2006126 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2006295.375000 Penalty: 4760.262207
	Iteration 14Q: 3 clusters Score -2006295 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2006393.125000 Penalty: 4760.262207
	Iteration 15Q: 3 clusters Score -2006393 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2006463.625000 Penalty: 4760.262207
	Iteration 16Q: 3 clusters Score -2006464 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2006520.250000 Penalty: 4760.262207
	Iteration 17Q: 3 clusters Score -2006520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2006546.625000 Penalty: 4760.262207
	Iteration 18Q: 3 clusters Score -2006547 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2006569.750000 Penalty: 4760.262207
	Iteration 19Q: 3 clusters Score -2006570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2006584.375000 Penalty: 4760.262207
	Iteration 20F: 3 clusters Score -2006584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2006601.625000 Penalty: 4760.262207
	Iteration 21Q: 3 clusters Score -2006602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2006610.500000 Penalty: 4760.262207
	Iteration 22Q: 3 clusters Score -2006610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2006618.625000 Penalty: 4760.262207
	Iteration 23Q: 3 clusters Score -2006619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2006618.875000 Penalty: 4760.262207
	Iteration 24Q: 3 clusters Score -2006619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2006624.000000 Penalty: 4760.262207
	Iteration 25Q: 3 clusters Score -2006624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2006628.625000 Penalty: 4760.262207
	Iteration 26Q: 3 clusters Score -2006629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2006626.625000 Penalty: 4760.262207
	Iteration 27Q: 3 clusters Score -2006627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2006632.250000 Penalty: 4760.262207
	Iteration 28Q: 3 clusters Score -2006632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2006636.000000 Penalty: 4760.262207
	Iteration 29Q: 3 clusters Score -2006636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2006638.625000 Penalty: 4760.262207
	Iteration 30Q: 3 clusters Score -2006639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2006640.875000 Penalty: 4760.262207
	Iteration 31Q: 3 clusters Score -2006641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2006643.000000 Penalty: 4760.262207
	Iteration 32Q: 3 clusters Score -2006643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2006647.000000 Penalty: 4760.262207
	Iteration 33Q: 3 clusters Score -2006647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2006647.625000 Penalty: 4760.262207
	Iteration 34Q: 3 clusters Score -2006648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2006650.250000 Penalty: 4760.262207
	Iteration 35Q: 3 clusters Score -2006650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2006650.125000 Penalty: 4760.262207
	Iteration 36Q: 3 clusters Score -2006650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2006650.125000 Penalty: 4760.262207
	Iteration 37F: 3 clusters Score -2006650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Entering Unmasked Estep 
Score: -5252803.500000 Penalty: 2619.893311
	Iteration 0F: 2 clusters Score -5252804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -5226589.500000 Penalty: 5239.786621
	Iteration 0F: 3 clusters Score -5226590 nChanged 17594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -5236220.000000 Penalty: 5239.786621
	Iteration 1F: 3 clusters Score -5236220 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -5236631.500000 Penalty: 5239.786621
	Iteration 2Q: 3 clusters Score -5236632 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -5236984.500000 Penalty: 5239.786621
	Iteration 3Q: 3 clusters Score -5236984 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -5237301.000000 Penalty: 5239.786621
	Iteration 4Q: 3 clusters Score -5237301 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -5237583.500000 Penalty: 5239.786621
	Iteration 5Q: 3 clusters Score -5237584 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -5237923.500000 Penalty: 5239.786621
	Iteration 6Q: 3 clusters Score -5237924 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -5238363.500000 Penalty: 5239.786621
	Iteration 7Q: 3 clusters Score -5238364 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -5238972.000000 Penalty: 5239.786621
	Iteration 8Q: 3 clusters Score -5238972 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -5239950.500000 Penalty: 5239.786621
	Iteration 9Q: 3 clusters Score -5239950 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -5241488.500000 Penalty: 5239.786621
	Iteration 10F: 3 clusters Score -5241488 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -5243640.500000 Penalty: 5239.786621
	Iteration 11F: 3 clusters Score -5243640 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -5245983.000000 Penalty: 5239.786621
	Iteration 12F: 3 clusters Score -5245983 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -5248005.000000 Penalty: 5239.786621
	Iteration 13F: 3 clusters Score -5248005 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -5249346.000000 Penalty: 5239.786621
	Iteration 14Q: 3 clusters Score -5249346 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5250170.500000 Penalty: 5239.786621
	Iteration 15Q: 3 clusters Score -5250170 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5250718.000000 Penalty: 5239.786621
	Iteration 16Q: 3 clusters Score -5250718 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5251148.500000 Penalty: 5239.786621
	Iteration 17Q: 3 clusters Score -5251148 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5251451.500000 Penalty: 5239.786621
	Iteration 18Q: 3 clusters Score -5251452 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5251658.500000 Penalty: 5239.786621
	Iteration 19Q: 3 clusters Score -5251658 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5251793.500000 Penalty: 5239.786621
	Iteration 20F: 3 clusters Score -5251794 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5251926.500000 Penalty: 5239.786621
	Iteration 21Q: 3 clusters Score -5251926 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5251987.000000 Penalty: 5239.786621
	Iteration 22Q: 3 clusters Score -5251987 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5252029.500000 Penalty: 5239.786621
	Iteration 23Q: 3 clusters Score -5252030 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5252071.000000 Penalty: 5239.786621
	Iteration 24Q: 3 clusters Score -5252071 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5252103.000000 Penalty: 5239.786621
	Iteration 25Q: 3 clusters Score -5252103 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -5252126.500000 Penalty: 5239.786621
	Iteration 26Q: 3 clusters Score -5252126 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5252152.000000 Penalty: 5239.786621
	Iteration 27Q: 3 clusters Score -5252152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -5252152.000000 Penalty: 5239.786621
	Iteration 28Q: 3 clusters Score -5252152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -5252161.500000 Penalty: 5239.786621
	Iteration 29Q: 3 clusters Score -5252162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5252162.000000 Penalty: 5239.786621
	Iteration 30Q: 3 clusters Score -5252162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5252152.500000 Penalty: 5239.786621
	Iteration 31Q: 3 clusters Score -5252152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -5252163.000000 Penalty: 5239.786621
	Iteration 32Q: 3 clusters Score -5252163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -5252155.500000 Penalty: 5239.786621
	Iteration 33Q: 3 clusters Score -5252156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5252159.000000 Penalty: 5239.786621
	Iteration 34Q: 3 clusters Score -5252159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5252165.500000 Penalty: 5239.786621
	Iteration 35Q: 3 clusters Score -5252166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -5252165.500000 Penalty: 5239.786621
	Iteration 36Q: 3 clusters Score -5252166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -5252163.500000 Penalty: 5239.786621
	Iteration 37Q: 3 clusters Score -5252164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -5252172.500000 Penalty: 5239.786621
	Iteration 38Q: 3 clusters Score -5252172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -5252169.500000 Penalty: 5239.786621
	Iteration 39Q: 3 clusters Score -5252170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -5252173.000000 Penalty: 5239.786621
	Iteration 40F: 3 clusters Score -5252173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -5252175.000000 Penalty: 5239.786621
	Iteration 41Q: 3 clusters Score -5252175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5252170.500000 Penalty: 5239.786621
	Iteration 42Q: 3 clusters Score -5252170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -5252164.500000 Penalty: 5239.786621
	Iteration 43Q: 3 clusters Score -5252164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -5252164.500000 Penalty: 5239.786621
	Iteration 44F: 3 clusters Score -5252164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Entering Unmasked Estep 
Score: -256159.218750 Penalty: 1883.905273
	Iteration 0F: 2 clusters Score -256159.2 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 997 members 
Entering Unmasked Estep 
Score: -253537.734375 Penalty: 3767.810547
	Iteration 0F: 3 clusters Score -253537.7 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -254213.140625 Penalty: 3767.810547
	Iteration 1F: 3 clusters Score -254213.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -254648.531250 Penalty: 3767.810547
	Iteration 2F: 3 clusters Score -254648.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -255031.312500 Penalty: 3767.810547
	Iteration 3F: 3 clusters Score -255031.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -255287.171875 Penalty: 3767.810547
	Iteration 4F: 3 clusters Score -255287.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -255477.515625 Penalty: 3767.810547
	Iteration 5F: 3 clusters Score -255477.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -255582.328125 Penalty: 3767.810547
	Iteration 6Q: 3 clusters Score -255582.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -255644.484375 Penalty: 3767.810547
	Iteration 7Q: 3 clusters Score -255644.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -255707.281250 Penalty: 3767.810547
	Iteration 8Q: 3 clusters Score -255707.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -255749.437500 Penalty: 3767.810547
	Iteration 9Q: 3 clusters Score -255749.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -255800.890625 Penalty: 3767.810547
	Iteration 10Q: 3 clusters Score -255800.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -255860.984375 Penalty: 3767.810547
	Iteration 11Q: 3 clusters Score -255861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -255946.609375 Penalty: 3767.810547
	Iteration 12Q: 3 clusters Score -255946.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -256021.703125 Penalty: 3767.810547
	Iteration 13Q: 3 clusters Score -256021.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -256064.453125 Penalty: 3767.810547
	Iteration 14Q: 3 clusters Score -256064.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -256081.765625 Penalty: 3767.810547
	Iteration 15Q: 3 clusters Score -256081.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -256085.937500 Penalty: 3767.810547
	Iteration 16Q: 3 clusters Score -256085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -256089.234375 Penalty: 3767.810547
	Iteration 17Q: 3 clusters Score -256089.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -256093.531250 Penalty: 3767.810547
	Iteration 18Q: 3 clusters Score -256093.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -256095.734375 Penalty: 3767.810547
	Iteration 19Q: 3 clusters Score -256095.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -256097.078125 Penalty: 3767.810547
	Iteration 20F: 3 clusters Score -256097.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -34286.523438 Penalty: 1398.312012
	Iteration 0F: 2 clusters Score -34286.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33087.093750 Penalty: 2796.624023
	Iteration 0F: 3 clusters Score -33087.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33211.257812 Penalty: 2796.624023
	Iteration 1F: 3 clusters Score -33211.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33248.187500 Penalty: 2796.624023
	Iteration 2Q: 3 clusters Score -33248.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33290.687500 Penalty: 2796.624023
	Iteration 3Q: 3 clusters Score -33290.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33306.679688 Penalty: 2796.624023
	Iteration 4Q: 3 clusters Score -33306.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33306.679688 Penalty: 2796.624023
	Iteration 5F: 3 clusters Score -33306.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33572 members 
Mstep: Class 3 contains 42476 members 
Mstep: Class 4 contains 5382 members 
Mstep: Class 5 contains 6414 members 
Mstep: Class 6 contains 4993 members 
Mstep: Class 7 contains 28077 members 
Mstep: Class 8 contains 208080 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15492 members 
Mstep: Class 11 contains 237981 members 
Mstep: Class 12 contains 37245 members 
Mstep: Class 13 contains 5260 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7319 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12919 members 
Mstep: Class 18 contains 4192 members 
Mstep: Class 19 contains 290017 members 
Mstep: Class 20 contains 14725 members 
Mstep: Class 21 contains 38719 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804928.000000 Penalty: 78787.804688
Iteration 119Q: 24 clusters Score -1.358049e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33568 members 
Mstep: Class 3 contains 42474 members 
Mstep: Class 4 contains 5385 members 
Mstep: Class 5 contains 6415 members 
Mstep: Class 6 contains 4991 members 
Mstep: Class 7 contains 28076 members 
Mstep: Class 8 contains 208083 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 237980 members 
Mstep: Class 12 contains 37250 members 
Mstep: Class 13 contains 5262 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7321 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12919 members 
Mstep: Class 18 contains 4192 members 
Mstep: Class 19 contains 290012 members 
Mstep: Class 20 contains 14731 members 
Mstep: Class 21 contains 38710 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804912.000000 Penalty: 78787.804688
Iteration 120F: 24 clusters Score -1.358049e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33568 members 
Mstep: Class 3 contains 42470 members 
Mstep: Class 4 contains 5385 members 
Mstep: Class 5 contains 6416 members 
Mstep: Class 6 contains 4991 members 
Mstep: Class 7 contains 28075 members 
Mstep: Class 8 contains 208092 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15495 members 
Mstep: Class 11 contains 237979 members 
Mstep: Class 12 contains 37250 members 
Mstep: Class 13 contains 5257 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7325 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12920 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 290014 members 
Mstep: Class 20 contains 14736 members 
Mstep: Class 21 contains 38694 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804816.000000 Penalty: 78787.804688
Iteration 121Q: 24 clusters Score -1.358048e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33569 members 
Mstep: Class 3 contains 42469 members 
Mstep: Class 4 contains 5385 members 
Mstep: Class 5 contains 6417 members 
Mstep: Class 6 contains 4991 members 
Mstep: Class 7 contains 28075 members 
Mstep: Class 8 contains 208093 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 237979 members 
Mstep: Class 12 contains 37255 members 
Mstep: Class 13 contains 5255 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7330 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12921 members 
Mstep: Class 18 contains 4197 members 
Mstep: Class 19 contains 290009 members 
Mstep: Class 20 contains 14741 members 
Mstep: Class 21 contains 38683 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804752.000000 Penalty: 78787.804688
Iteration 122Q: 24 clusters Score -1.358048e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33566 members 
Mstep: Class 3 contains 42467 members 
Mstep: Class 4 contains 5382 members 
Mstep: Class 5 contains 6417 members 
Mstep: Class 6 contains 4991 members 
Mstep: Class 7 contains 28075 members 
Mstep: Class 8 contains 208093 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15493 members 
Mstep: Class 11 contains 237981 members 
Mstep: Class 12 contains 37258 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7332 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12922 members 
Mstep: Class 18 contains 4198 members 
Mstep: Class 19 contains 290010 members 
Mstep: Class 20 contains 14745 members 
Mstep: Class 21 contains 38677 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804912.000000 Penalty: 78787.804688
Iteration 123Q: 24 clusters Score -1.358049e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33567 members 
Mstep: Class 3 contains 42466 members 
Mstep: Class 4 contains 5383 members 
Mstep: Class 5 contains 6420 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 7 contains 28075 members 
Mstep: Class 8 contains 208094 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15493 members 
Mstep: Class 11 contains 237985 members 
Mstep: Class 12 contains 37264 members 
Mstep: Class 13 contains 5255 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7333 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12922 members 
Mstep: Class 18 contains 4201 members 
Mstep: Class 19 contains 290008 members 
Mstep: Class 20 contains 14745 members 
Mstep: Class 21 contains 38662 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804992.000000 Penalty: 78787.804688
Iteration 124Q: 24 clusters Score -1.35805e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33565 members 
Mstep: Class 3 contains 42467 members 
Mstep: Class 4 contains 5383 members 
Mstep: Class 5 contains 6420 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 7 contains 28074 members 
Mstep: Class 8 contains 208091 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15496 members 
Mstep: Class 11 contains 237982 members 
Mstep: Class 12 contains 37266 members 
Mstep: Class 13 contains 5255 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12924 members 
Mstep: Class 18 contains 4205 members 
Mstep: Class 19 contains 290005 members 
Mstep: Class 20 contains 14752 members 
Mstep: Class 21 contains 38652 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804992.000000 Penalty: 78787.804688
Iteration 125Q: 24 clusters Score -1.35805e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33565 members 
Mstep: Class 3 contains 42467 members 
Mstep: Class 4 contains 5384 members 
Mstep: Class 5 contains 6419 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 7 contains 28074 members 
Mstep: Class 8 contains 208091 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15497 members 
Mstep: Class 11 contains 237984 members 
Mstep: Class 12 contains 37271 members 
Mstep: Class 13 contains 5255 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7337 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12923 members 
Mstep: Class 18 contains 4209 members 
Mstep: Class 19 contains 289998 members 
Mstep: Class 20 contains 14759 members 
Mstep: Class 21 contains 38640 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804976.000000 Penalty: 78787.804688
Iteration 126Q: 24 clusters Score -1.35805e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33561 members 
Mstep: Class 3 contains 42467 members 
Mstep: Class 4 contains 5383 members 
Mstep: Class 5 contains 6419 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 7 contains 28073 members 
Mstep: Class 8 contains 208094 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15500 members 
Mstep: Class 11 contains 237980 members 
Mstep: Class 12 contains 37279 members 
Mstep: Class 13 contains 5255 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7339 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12923 members 
Mstep: Class 18 contains 4211 members 
Mstep: Class 19 contains 289990 members 
Mstep: Class 20 contains 14766 members 
Mstep: Class 21 contains 38633 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804960.000000 Penalty: 78787.804688
Iteration 127Q: 24 clusters Score -1.35805e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33563 members 
Mstep: Class 3 contains 42467 members 
Mstep: Class 4 contains 5384 members 
Mstep: Class 5 contains 6420 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 7 contains 28073 members 
Mstep: Class 8 contains 208085 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15507 members 
Mstep: Class 11 contains 237977 members 
Mstep: Class 12 contains 37287 members 
Mstep: Class 13 contains 5253 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7341 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12926 members 
Mstep: Class 18 contains 4213 members 
Mstep: Class 19 contains 289978 members 
Mstep: Class 20 contains 14774 members 
Mstep: Class 21 contains 38625 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804960.000000 Penalty: 78787.804688
Iteration 128Q: 24 clusters Score -1.35805e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33563 members 
Mstep: Class 3 contains 42465 members 
Mstep: Class 4 contains 5384 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 7 contains 28072 members 
Mstep: Class 8 contains 208082 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15514 members 
Mstep: Class 11 contains 237978 members 
Mstep: Class 12 contains 37292 members 
Mstep: Class 13 contains 5250 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7342 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12925 members 
Mstep: Class 18 contains 4215 members 
Mstep: Class 19 contains 289974 members 
Mstep: Class 20 contains 14777 members 
Mstep: Class 21 contains 38619 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805136.000000 Penalty: 78787.804688
Iteration 129Q: 24 clusters Score -1.358051e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33557 members 
Mstep: Class 3 contains 42464 members 
Mstep: Class 4 contains 5384 members 
Mstep: Class 5 contains 6422 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 7 contains 28071 members 
Mstep: Class 8 contains 208080 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15520 members 
Mstep: Class 11 contains 237975 members 
Mstep: Class 12 contains 37299 members 
Mstep: Class 13 contains 5246 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7346 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12923 members 
Mstep: Class 18 contains 4216 members 
Mstep: Class 19 contains 289969 members 
Mstep: Class 20 contains 14785 members 
Mstep: Class 21 contains 38616 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805136.000000 Penalty: 78787.804688
Iteration 130Q: 24 clusters Score -1.358051e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33554 members 
Mstep: Class 3 contains 42463 members 
Mstep: Class 4 contains 5384 members 
Mstep: Class 5 contains 6422 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 7 contains 28068 members 
Mstep: Class 8 contains 208081 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15526 members 
Mstep: Class 11 contains 237970 members 
Mstep: Class 12 contains 37312 members 
Mstep: Class 13 contains 5243 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7348 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12923 members 
Mstep: Class 18 contains 4218 members 
Mstep: Class 19 contains 289963 members 
Mstep: Class 20 contains 14789 members 
Mstep: Class 21 contains 38609 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805184.000000 Penalty: 78787.804688
Iteration 131Q: 24 clusters Score -1.358052e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33551 members 
Mstep: Class 3 contains 42462 members 
Mstep: Class 4 contains 5385 members 
Mstep: Class 5 contains 6422 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 7 contains 28066 members 
Mstep: Class 8 contains 208078 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15529 members 
Mstep: Class 11 contains 237970 members 
Mstep: Class 12 contains 37321 members 
Mstep: Class 13 contains 5239 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7350 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12923 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 289957 members 
Mstep: Class 20 contains 14797 members 
Mstep: Class 21 contains 38603 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805200.000000 Penalty: 78787.804688
Iteration 132Q: 24 clusters Score -1.358052e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33551 members 
Mstep: Class 3 contains 42458 members 
Mstep: Class 4 contains 5386 members 
Mstep: Class 5 contains 6423 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 7 contains 28067 members 
Mstep: Class 8 contains 208074 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 237967 members 
Mstep: Class 12 contains 37325 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7354 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12923 members 
Mstep: Class 18 contains 4221 members 
Mstep: Class 19 contains 289955 members 
Mstep: Class 20 contains 14801 members 
Mstep: Class 21 contains 38595 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805168.000000 Penalty: 78787.804688
Iteration 133Q: 24 clusters Score -1.358052e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33552 members 
Mstep: Class 3 contains 42456 members 
Mstep: Class 4 contains 5388 members 
Mstep: Class 5 contains 6423 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208071 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15547 members 
Mstep: Class 11 contains 237965 members 
Mstep: Class 12 contains 37329 members 
Mstep: Class 13 contains 5235 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7356 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12920 members 
Mstep: Class 18 contains 4221 members 
Mstep: Class 19 contains 289945 members 
Mstep: Class 20 contains 14807 members 
Mstep: Class 21 contains 38589 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804992.000000 Penalty: 78787.804688
Iteration 134Q: 24 clusters Score -1.35805e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33553 members 
Mstep: Class 3 contains 42453 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6423 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208067 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15552 members 
Mstep: Class 11 contains 237965 members 
Mstep: Class 12 contains 37333 members 
Mstep: Class 13 contains 5235 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7358 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12918 members 
Mstep: Class 18 contains 4221 members 
Mstep: Class 19 contains 289942 members 
Mstep: Class 20 contains 14813 members 
Mstep: Class 21 contains 38582 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804960.000000 Penalty: 78787.804688
Iteration 135Q: 24 clusters Score -1.35805e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33554 members 
Mstep: Class 3 contains 42450 members 
Mstep: Class 4 contains 5392 members 
Mstep: Class 5 contains 6423 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208070 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15555 members 
Mstep: Class 11 contains 237964 members 
Mstep: Class 12 contains 37338 members 
Mstep: Class 13 contains 5234 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7359 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12918 members 
Mstep: Class 18 contains 4221 members 
Mstep: Class 19 contains 289935 members 
Mstep: Class 20 contains 14819 members 
Mstep: Class 21 contains 38572 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804992.000000 Penalty: 78787.804688
Iteration 136Q: 24 clusters Score -1.35805e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33553 members 
Mstep: Class 3 contains 42449 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 5 contains 6423 members 
Mstep: Class 6 contains 4991 members 
Mstep: Class 7 contains 28068 members 
Mstep: Class 8 contains 208060 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15559 members 
Mstep: Class 11 contains 237965 members 
Mstep: Class 12 contains 37341 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7362 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12918 members 
Mstep: Class 18 contains 4221 members 
Mstep: Class 19 contains 289931 members 
Mstep: Class 20 contains 14826 members 
Mstep: Class 21 contains 38567 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805056.000000 Penalty: 78787.804688
Iteration 137Q: 24 clusters Score -1.358051e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33553 members 
Mstep: Class 3 contains 42448 members 
Mstep: Class 4 contains 5390 members 
Mstep: Class 5 contains 6423 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28067 members 
Mstep: Class 8 contains 208059 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15563 members 
Mstep: Class 11 contains 237965 members 
Mstep: Class 12 contains 37343 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7364 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12917 members 
Mstep: Class 18 contains 4222 members 
Mstep: Class 19 contains 289923 members 
Mstep: Class 20 contains 14833 members 
Mstep: Class 21 contains 38564 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805088.000000 Penalty: 78787.804688
Iteration 138Q: 24 clusters Score -1.358051e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33553 members 
Mstep: Class 3 contains 42446 members 
Mstep: Class 4 contains 5390 members 
Mstep: Class 5 contains 6424 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28067 members 
Mstep: Class 8 contains 208063 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15565 members 
Mstep: Class 11 contains 237959 members 
Mstep: Class 12 contains 37345 members 
Mstep: Class 13 contains 5239 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7364 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12915 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 289919 members 
Mstep: Class 20 contains 14839 members 
Mstep: Class 21 contains 38559 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805024.000000 Penalty: 78787.804688
Iteration 139Q: 24 clusters Score -1.35805e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33554 members 
Mstep: Class 3 contains 42444 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 5 contains 6424 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28067 members 
Mstep: Class 8 contains 208069 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15568 members 
Mstep: Class 11 contains 237951 members 
Mstep: Class 12 contains 37347 members 
Mstep: Class 13 contains 5239 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7364 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12915 members 
Mstep: Class 18 contains 4229 members 
Mstep: Class 19 contains 289918 members 
Mstep: Class 20 contains 14844 members 
Mstep: Class 21 contains 38547 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805104.000000 Penalty: 78787.804688
Iteration 140F: 24 clusters Score -1.358051e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33554 members 
Mstep: Class 3 contains 42440 members 
Mstep: Class 4 contains 5392 members 
Mstep: Class 5 contains 6424 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28067 members 
Mstep: Class 8 contains 208070 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15568 members 
Mstep: Class 11 contains 237948 members 
Mstep: Class 12 contains 37349 members 
Mstep: Class 13 contains 5240 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7363 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 12915 members 
Mstep: Class 18 contains 4232 members 
Mstep: Class 19 contains 289921 members 
Mstep: Class 20 contains 14848 members 
Mstep: Class 21 contains 38540 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805040.000000 Penalty: 78787.804688
Iteration 141Q: 24 clusters Score -1.35805e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33554 members 
Mstep: Class 3 contains 42435 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 5 contains 6423 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28067 members 
Mstep: Class 8 contains 208071 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15569 members 
Mstep: Class 11 contains 237950 members 
Mstep: Class 12 contains 37350 members 
Mstep: Class 13 contains 5239 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7362 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12914 members 
Mstep: Class 18 contains 4234 members 
Mstep: Class 19 contains 289927 members 
Mstep: Class 20 contains 14854 members 
Mstep: Class 21 contains 38530 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805072.000000 Penalty: 78787.804688
Iteration 142Q: 24 clusters Score -1.358051e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33554 members 
Mstep: Class 3 contains 42434 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 5 contains 6422 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28067 members 
Mstep: Class 8 contains 208078 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15569 members 
Mstep: Class 11 contains 237947 members 
Mstep: Class 12 contains 37354 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7362 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12912 members 
Mstep: Class 18 contains 4235 members 
Mstep: Class 19 contains 289926 members 
Mstep: Class 20 contains 14862 members 
Mstep: Class 21 contains 38519 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804976.000000 Penalty: 78787.804688
Iteration 143Q: 24 clusters Score -1.35805e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33554 members 
Mstep: Class 3 contains 42434 members 
Mstep: Class 4 contains 5392 members 
Mstep: Class 5 contains 6422 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28067 members 
Mstep: Class 8 contains 208082 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15569 members 
Mstep: Class 11 contains 237945 members 
Mstep: Class 12 contains 37357 members 
Mstep: Class 13 contains 5234 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12910 members 
Mstep: Class 18 contains 4237 members 
Mstep: Class 19 contains 289927 members 
Mstep: Class 20 contains 14867 members 
Mstep: Class 21 contains 38512 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804864.000000 Penalty: 78787.804688
Iteration 144Q: 24 clusters Score -1.358049e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33553 members 
Mstep: Class 3 contains 42434 members 
Mstep: Class 4 contains 5392 members 
Mstep: Class 5 contains 6423 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28067 members 
Mstep: Class 8 contains 208087 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15569 members 
Mstep: Class 11 contains 237943 members 
Mstep: Class 12 contains 37361 members 
Mstep: Class 13 contains 5231 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12908 members 
Mstep: Class 18 contains 4238 members 
Mstep: Class 19 contains 289926 members 
Mstep: Class 20 contains 14870 members 
Mstep: Class 21 contains 38507 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804848.000000 Penalty: 78787.804688
Iteration 145Q: 24 clusters Score -1.358048e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33552 members 
Mstep: Class 3 contains 42434 members 
Mstep: Class 4 contains 5392 members 
Mstep: Class 5 contains 6423 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28067 members 
Mstep: Class 8 contains 208089 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15569 members 
Mstep: Class 11 contains 237945 members 
Mstep: Class 12 contains 37362 members 
Mstep: Class 13 contains 5227 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12907 members 
Mstep: Class 18 contains 4238 members 
Mstep: Class 19 contains 289928 members 
Mstep: Class 20 contains 14876 members 
Mstep: Class 21 contains 38500 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804960.000000 Penalty: 78787.804688
Iteration 146Q: 24 clusters Score -1.35805e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33549 members 
Mstep: Class 3 contains 42434 members 
Mstep: Class 4 contains 5392 members 
Mstep: Class 5 contains 6423 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28068 members 
Mstep: Class 8 contains 208088 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15570 members 
Mstep: Class 11 contains 237947 members 
Mstep: Class 12 contains 37363 members 
Mstep: Class 13 contains 5224 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12909 members 
Mstep: Class 18 contains 4238 members 
Mstep: Class 19 contains 289931 members 
Mstep: Class 20 contains 14879 members 
Mstep: Class 21 contains 38494 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804944.000000 Penalty: 78787.804688
Iteration 147Q: 24 clusters Score -1.358049e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33547 members 
Mstep: Class 3 contains 42434 members 
Mstep: Class 4 contains 5392 members 
Mstep: Class 5 contains 6424 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208086 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15572 members 
Mstep: Class 11 contains 237948 members 
Mstep: Class 12 contains 37363 members 
Mstep: Class 13 contains 5222 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12906 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289929 members 
Mstep: Class 20 contains 14888 members 
Mstep: Class 21 contains 38490 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805040.000000 Penalty: 78787.804688
Iteration 148Q: 24 clusters Score -1.35805e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33547 members 
Mstep: Class 3 contains 42434 members 
Mstep: Class 4 contains 5392 members 
Mstep: Class 5 contains 6425 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28071 members 
Mstep: Class 8 contains 208088 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15571 members 
Mstep: Class 11 contains 237949 members 
Mstep: Class 12 contains 37362 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12904 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289926 members 
Mstep: Class 20 contains 14897 members 
Mstep: Class 21 contains 38486 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805072.000000 Penalty: 78787.804688
Iteration 149Q: 24 clusters Score -1.358051e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33546 members 
Mstep: Class 3 contains 42434 members 
Mstep: Class 4 contains 5392 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28071 members 
Mstep: Class 8 contains 208083 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15571 members 
Mstep: Class 11 contains 237954 members 
Mstep: Class 12 contains 37362 members 
Mstep: Class 13 contains 5218 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12901 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289926 members 
Mstep: Class 20 contains 14901 members 
Mstep: Class 21 contains 38484 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805104.000000 Penalty: 78787.804688
Iteration 150Q: 24 clusters Score -1.358051e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33543 members 
Mstep: Class 3 contains 42434 members 
Mstep: Class 4 contains 5392 members 
Mstep: Class 5 contains 6430 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28071 members 
Mstep: Class 8 contains 208085 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15571 members 
Mstep: Class 11 contains 237954 members 
Mstep: Class 12 contains 37363 members 
Mstep: Class 13 contains 5217 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12898 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289926 members 
Mstep: Class 20 contains 14906 members 
Mstep: Class 21 contains 38481 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805088.000000 Penalty: 78787.804688
Iteration 151Q: 24 clusters Score -1.358051e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33542 members 
Mstep: Class 3 contains 42434 members 
Mstep: Class 4 contains 5390 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28073 members 
Mstep: Class 8 contains 208087 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15571 members 
Mstep: Class 11 contains 237959 members 
Mstep: Class 12 contains 37364 members 
Mstep: Class 13 contains 5215 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12896 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289925 members 
Mstep: Class 20 contains 14909 members 
Mstep: Class 21 contains 38478 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805072.000000 Penalty: 78787.804688
Iteration 152Q: 24 clusters Score -1.358051e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33540 members 
Mstep: Class 3 contains 42434 members 
Mstep: Class 4 contains 5390 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28071 members 
Mstep: Class 8 contains 208081 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15570 members 
Mstep: Class 11 contains 237963 members 
Mstep: Class 12 contains 37364 members 
Mstep: Class 13 contains 5220 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12898 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289928 members 
Mstep: Class 20 contains 14910 members 
Mstep: Class 21 contains 38474 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805136.000000 Penalty: 78787.804688
Iteration 153Q: 24 clusters Score -1.358051e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33537 members 
Mstep: Class 3 contains 42433 members 
Mstep: Class 4 contains 5390 members 
Mstep: Class 5 contains 6430 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28071 members 
Mstep: Class 8 contains 208083 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15571 members 
Mstep: Class 11 contains 237964 members 
Mstep: Class 12 contains 37368 members 
Mstep: Class 13 contains 5224 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289923 members 
Mstep: Class 20 contains 14907 members 
Mstep: Class 21 contains 38473 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805184.000000 Penalty: 78787.804688
Iteration 154Q: 24 clusters Score -1.358052e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33534 members 
Mstep: Class 3 contains 42433 members 
Mstep: Class 4 contains 5390 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28072 members 
Mstep: Class 8 contains 208079 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15571 members 
Mstep: Class 11 contains 237967 members 
Mstep: Class 12 contains 37368 members 
Mstep: Class 13 contains 5223 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12896 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289929 members 
Mstep: Class 20 contains 14904 members 
Mstep: Class 21 contains 38473 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805184.000000 Penalty: 78787.804688
Iteration 155Q: 24 clusters Score -1.358052e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33535 members 
Mstep: Class 3 contains 42433 members 
Mstep: Class 4 contains 5390 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28071 members 
Mstep: Class 8 contains 208077 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15571 members 
Mstep: Class 11 contains 237969 members 
Mstep: Class 12 contains 37369 members 
Mstep: Class 13 contains 5214 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289934 members 
Mstep: Class 20 contains 14904 members 
Mstep: Class 21 contains 38473 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805216.000000 Penalty: 78787.804688
Iteration 156Q: 24 clusters Score -1.358052e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33538 members 
Mstep: Class 3 contains 42433 members 
Mstep: Class 4 contains 5390 members 
Mstep: Class 5 contains 6430 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28072 members 
Mstep: Class 8 contains 208075 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15571 members 
Mstep: Class 11 contains 237972 members 
Mstep: Class 12 contains 37370 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289936 members 
Mstep: Class 20 contains 14904 members 
Mstep: Class 21 contains 38473 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805216.000000 Penalty: 78787.804688
Iteration 157Q: 24 clusters Score -1.358052e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33539 members 
Mstep: Class 3 contains 42432 members 
Mstep: Class 4 contains 5390 members 
Mstep: Class 5 contains 6430 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28073 members 
Mstep: Class 8 contains 208075 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15570 members 
Mstep: Class 11 contains 237970 members 
Mstep: Class 12 contains 37369 members 
Mstep: Class 13 contains 5213 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289936 members 
Mstep: Class 20 contains 14904 members 
Mstep: Class 21 contains 38473 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805248.000000 Penalty: 78787.804688
Iteration 158Q: 24 clusters Score -1.358052e+08 nChanged 12
Entering ConstructFrom: 
Score: -135805248.000000 Penalty: 78787.804688
Entering ConstructFrom: 
Trying to split cluster 1 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -73409.250000 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -73409.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72067.031250 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -72067.03 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -72490.460938 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -72490.46 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -72778.835938 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -72778.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -72996.726562 Penalty: 3177.812500
	Iteration 3F: 3 clusters Score -72996.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -73141.164062 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -73141.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -73186.367188 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -73186.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -73205.375000 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -73205.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -73207.929688 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -73207.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -73212.164062 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -73212.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -73212.164062 Penalty: 3177.812500
	Iteration 9F: 3 clusters Score -73212.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Entering Unmasked Estep 
Score: -4687667.500000 Penalty: 2584.252930
	Iteration 0F: 2 clusters Score -4687668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -4664807.500000 Penalty: 5168.505859
	Iteration 0F: 3 clusters Score -4664808 nChanged 15203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -4672983.500000 Penalty: 5168.505859
	Iteration 1F: 3 clusters Score -4672984 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -4673458.500000 Penalty: 5168.505859
	Iteration 2Q: 3 clusters Score -4673458 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -4673860.500000 Penalty: 5168.505859
	Iteration 3Q: 3 clusters Score -4673860 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -4674268.000000 Penalty: 5168.505859
	Iteration 4Q: 3 clusters Score -4674268 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -4674689.500000 Penalty: 5168.505859
	Iteration 5Q: 3 clusters Score -4674690 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -4675306.000000 Penalty: 5168.505859
	Iteration 6Q: 3 clusters Score -4675306 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -4676039.500000 Penalty: 5168.505859
	Iteration 7Q: 3 clusters Score -4676040 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -4676980.000000 Penalty: 5168.505859
	Iteration 8Q: 3 clusters Score -4676980 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -4678013.500000 Penalty: 5168.505859
	Iteration 9Q: 3 clusters Score -4678014 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -4679085.000000 Penalty: 5168.505859
	Iteration 10Q: 3 clusters Score -4679085 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -4680046.500000 Penalty: 5168.505859
	Iteration 11Q: 3 clusters Score -4680046 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -4680858.500000 Penalty: 5168.505859
	Iteration 12Q: 3 clusters Score -4680858 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -4681432.500000 Penalty: 5168.505859
	Iteration 13Q: 3 clusters Score -4681432 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -4681843.500000 Penalty: 5168.505859
	Iteration 14Q: 3 clusters Score -4681844 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -4682122.000000 Penalty: 5168.505859
	Iteration 15Q: 3 clusters Score -4682122 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -4682411.500000 Penalty: 5168.505859
	Iteration 16Q: 3 clusters Score -4682412 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -4682666.000000 Penalty: 5168.505859
	Iteration 17Q: 3 clusters Score -4682666 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -4682928.500000 Penalty: 5168.505859
	Iteration 18Q: 3 clusters Score -4682928 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -4683166.000000 Penalty: 5168.505859
	Iteration 19Q: 3 clusters Score -4683166 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -4683379.000000 Penalty: 5168.505859
	Iteration 20F: 3 clusters Score -4683379 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -4683596.000000 Penalty: 5168.505859
	Iteration 21Q: 3 clusters Score -4683596 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -4683796.500000 Penalty: 5168.505859
	Iteration 22Q: 3 clusters Score -4683796 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -4683975.500000 Penalty: 5168.505859
	Iteration 23Q: 3 clusters Score -4683976 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -4684113.500000 Penalty: 5168.505859
	Iteration 24Q: 3 clusters Score -4684114 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -4684239.000000 Penalty: 5168.505859
	Iteration 25Q: 3 clusters Score -4684239 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -4684354.500000 Penalty: 5168.505859
	Iteration 26Q: 3 clusters Score -4684354 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -4684458.000000 Penalty: 5168.505859
	Iteration 27Q: 3 clusters Score -4684458 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -4684566.000000 Penalty: 5168.505859
	Iteration 28Q: 3 clusters Score -4684566 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -4684651.000000 Penalty: 5168.505859
	Iteration 29Q: 3 clusters Score -4684651 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -4684705.500000 Penalty: 5168.505859
	Iteration 30Q: 3 clusters Score -4684706 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -4684764.500000 Penalty: 5168.505859
	Iteration 31Q: 3 clusters Score -4684764 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4684829.500000 Penalty: 5168.505859
	Iteration 32Q: 3 clusters Score -4684830 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -4684878.500000 Penalty: 5168.505859
	Iteration 33Q: 3 clusters Score -4684878 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4684927.000000 Penalty: 5168.505859
	Iteration 34Q: 3 clusters Score -4684927 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4684992.500000 Penalty: 5168.505859
	Iteration 35Q: 3 clusters Score -4684992 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4685047.500000 Penalty: 5168.505859
	Iteration 36Q: 3 clusters Score -4685048 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4685085.500000 Penalty: 5168.505859
	Iteration 37Q: 3 clusters Score -4685086 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4685129.500000 Penalty: 5168.505859
	Iteration 38Q: 3 clusters Score -4685130 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4685143.500000 Penalty: 5168.505859
	Iteration 39Q: 3 clusters Score -4685144 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4685177.000000 Penalty: 5168.505859
	Iteration 40F: 3 clusters Score -4685177 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4685224.000000 Penalty: 5168.505859
	Iteration 41Q: 3 clusters Score -4685224 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4685261.000000 Penalty: 5168.505859
	Iteration 42Q: 3 clusters Score -4685261 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4685290.500000 Penalty: 5168.505859
	Iteration 43Q: 3 clusters Score -4685290 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4685312.500000 Penalty: 5168.505859
	Iteration 44Q: 3 clusters Score -4685312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4685326.500000 Penalty: 5168.505859
	Iteration 45Q: 3 clusters Score -4685326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4685347.500000 Penalty: 5168.505859
	Iteration 46Q: 3 clusters Score -4685348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4685373.000000 Penalty: 5168.505859
	Iteration 47Q: 3 clusters Score -4685373 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4685392.500000 Penalty: 5168.505859
	Iteration 48Q: 3 clusters Score -4685392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4685403.000000 Penalty: 5168.505859
	Iteration 49Q: 3 clusters Score -4685403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4685411.000000 Penalty: 5168.505859
	Iteration 50Q: 3 clusters Score -4685411 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4685426.500000 Penalty: 5168.505859
	Iteration 51Q: 3 clusters Score -4685426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4685434.000000 Penalty: 5168.505859
	Iteration 52Q: 3 clusters Score -4685434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4685452.000000 Penalty: 5168.505859
	Iteration 53Q: 3 clusters Score -4685452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4685474.500000 Penalty: 5168.505859
	Iteration 54Q: 3 clusters Score -4685474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4685492.500000 Penalty: 5168.505859
	Iteration 55Q: 3 clusters Score -4685492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4685501.500000 Penalty: 5168.505859
	Iteration 56Q: 3 clusters Score -4685502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4685512.000000 Penalty: 5168.505859
	Iteration 57Q: 3 clusters Score -4685512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4685520.000000 Penalty: 5168.505859
	Iteration 58Q: 3 clusters Score -4685520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4685524.500000 Penalty: 5168.505859
	Iteration 59Q: 3 clusters Score -4685524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4685536.000000 Penalty: 5168.505859
	Iteration 60F: 3 clusters Score -4685536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4685536.500000 Penalty: 5168.505859
	Iteration 61Q: 3 clusters Score -4685536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4685538.000000 Penalty: 5168.505859
	Iteration 62Q: 3 clusters Score -4685538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4685538.500000 Penalty: 5168.505859
	Iteration 63Q: 3 clusters Score -4685538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4685534.000000 Penalty: 5168.505859
	Iteration 64Q: 3 clusters Score -4685534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4685539.500000 Penalty: 5168.505859
	Iteration 65Q: 3 clusters Score -4685540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4685539.500000 Penalty: 5168.505859
	Iteration 66Q: 3 clusters Score -4685540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4685536.000000 Penalty: 5168.505859
	Iteration 67Q: 3 clusters Score -4685536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4685537.000000 Penalty: 5168.505859
	Iteration 68Q: 3 clusters Score -4685537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4685539.500000 Penalty: 5168.505859
	Iteration 69Q: 3 clusters Score -4685540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4685539.500000 Penalty: 5168.505859
	Iteration 70Q: 3 clusters Score -4685540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4685539.500000 Penalty: 5168.505859
	Iteration 71F: 3 clusters Score -4685540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Entering Unmasked Estep 
Score: -5739898.000000 Penalty: 2642.603027
	Iteration 0F: 2 clusters Score -5739898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -5711246.500000 Penalty: 5285.206055
	Iteration 0F: 3 clusters Score -5711246 nChanged 19335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -5721538.500000 Penalty: 5285.206055
	Iteration 1F: 3 clusters Score -5721538 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -5722064.000000 Penalty: 5285.206055
	Iteration 2Q: 3 clusters Score -5722064 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -5722603.000000 Penalty: 5285.206055
	Iteration 3Q: 3 clusters Score -5722603 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -5723195.500000 Penalty: 5285.206055
	Iteration 4Q: 3 clusters Score -5723196 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -5724120.000000 Penalty: 5285.206055
	Iteration 5Q: 3 clusters Score -5724120 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -5725627.000000 Penalty: 5285.206055
	Iteration 6F: 3 clusters Score -5725627 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -5727884.500000 Penalty: 5285.206055
	Iteration 7F: 3 clusters Score -5727884 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -5730764.000000 Penalty: 5285.206055
	Iteration 8F: 3 clusters Score -5730764 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -5733634.500000 Penalty: 5285.206055
	Iteration 9F: 3 clusters Score -5733634 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5735761.000000 Penalty: 5285.206055
	Iteration 10F: 3 clusters Score -5735761 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5736814.500000 Penalty: 5285.206055
	Iteration 11Q: 3 clusters Score -5736814 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5737256.500000 Penalty: 5285.206055
	Iteration 12Q: 3 clusters Score -5737256 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5737431.000000 Penalty: 5285.206055
	Iteration 13Q: 3 clusters Score -5737431 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5737503.500000 Penalty: 5285.206055
	Iteration 14Q: 3 clusters Score -5737504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5737530.500000 Penalty: 5285.206055
	Iteration 15Q: 3 clusters Score -5737530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5737541.000000 Penalty: 5285.206055
	Iteration 16Q: 3 clusters Score -5737541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5737559.000000 Penalty: 5285.206055
	Iteration 17Q: 3 clusters Score -5737559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5737562.000000 Penalty: 5285.206055
	Iteration 18Q: 3 clusters Score -5737562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5737572.000000 Penalty: 5285.206055
	Iteration 19Q: 3 clusters Score -5737572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5737577.000000 Penalty: 5285.206055
	Iteration 20F: 3 clusters Score -5737577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5737580.000000 Penalty: 5285.206055
	Iteration 21Q: 3 clusters Score -5737580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5737595.500000 Penalty: 5285.206055
	Iteration 22Q: 3 clusters Score -5737596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -5737602.500000 Penalty: 5285.206055
	Iteration 23Q: 3 clusters Score -5737602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5737606.000000 Penalty: 5285.206055
	Iteration 24Q: 3 clusters Score -5737606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -5737608.500000 Penalty: 5285.206055
	Iteration 25Q: 3 clusters Score -5737608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5737609.500000 Penalty: 5285.206055
	Iteration 26Q: 3 clusters Score -5737610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5737609.500000 Penalty: 5285.206055
	Iteration 27F: 3 clusters Score -5737610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -700428.375000 Penalty: 2130.890625
	Iteration 0F: 2 clusters Score -700428.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -695621.312500 Penalty: 4261.781250
	Iteration 0F: 3 clusters Score -695621.3 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -696846.812500 Penalty: 4261.781250
	Iteration 1F: 3 clusters Score -696846.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -697057.187500 Penalty: 4261.781250
	Iteration 2F: 3 clusters Score -697057.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -697161.625000 Penalty: 4261.781250
	Iteration 3Q: 3 clusters Score -697161.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -697229.812500 Penalty: 4261.781250
	Iteration 4Q: 3 clusters Score -697229.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -697305.375000 Penalty: 4261.781250
	Iteration 5Q: 3 clusters Score -697305.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -697373.937500 Penalty: 4261.781250
	Iteration 6Q: 3 clusters Score -697373.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -697427.187500 Penalty: 4261.781250
	Iteration 7Q: 3 clusters Score -697427.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -697466.250000 Penalty: 4261.781250
	Iteration 8Q: 3 clusters Score -697466.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -697495.937500 Penalty: 4261.781250
	Iteration 9Q: 3 clusters Score -697495.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -697530.562500 Penalty: 4261.781250
	Iteration 10Q: 3 clusters Score -697530.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -697563.375000 Penalty: 4261.781250
	Iteration 11Q: 3 clusters Score -697563.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -697599.375000 Penalty: 4261.781250
	Iteration 12Q: 3 clusters Score -697599.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -697643.187500 Penalty: 4261.781250
	Iteration 13Q: 3 clusters Score -697643.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -697676.812500 Penalty: 4261.781250
	Iteration 14Q: 3 clusters Score -697676.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -697713.437500 Penalty: 4261.781250
	Iteration 15Q: 3 clusters Score -697713.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -697745.812500 Penalty: 4261.781250
	Iteration 16Q: 3 clusters Score -697745.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -697783.062500 Penalty: 4261.781250
	Iteration 17Q: 3 clusters Score -697783.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -697819.937500 Penalty: 4261.781250
	Iteration 18Q: 3 clusters Score -697819.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -697855.000000 Penalty: 4261.781250
	Iteration 19Q: 3 clusters Score -697855 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -697893.812500 Penalty: 4261.781250
	Iteration 20F: 3 clusters Score -697893.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -697939.250000 Penalty: 4261.781250
	Iteration 21Q: 3 clusters Score -697939.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -697978.875000 Penalty: 4261.781250
	Iteration 22Q: 3 clusters Score -697978.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -698011.375000 Penalty: 4261.781250
	Iteration 23Q: 3 clusters Score -698011.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -698043.437500 Penalty: 4261.781250
	Iteration 24Q: 3 clusters Score -698043.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -698079.500000 Penalty: 4261.781250
	Iteration 25Q: 3 clusters Score -698079.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -698114.687500 Penalty: 4261.781250
	Iteration 26Q: 3 clusters Score -698114.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -698147.625000 Penalty: 4261.781250
	Iteration 27Q: 3 clusters Score -698147.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -698185.625000 Penalty: 4261.781250
	Iteration 28Q: 3 clusters Score -698185.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -698238.875000 Penalty: 4261.781250
	Iteration 29Q: 3 clusters Score -698238.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -698291.937500 Penalty: 4261.781250
	Iteration 30Q: 3 clusters Score -698291.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -698337.250000 Penalty: 4261.781250
	Iteration 31Q: 3 clusters Score -698337.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -698368.812500 Penalty: 4261.781250
	Iteration 32Q: 3 clusters Score -698368.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -698400.750000 Penalty: 4261.781250
	Iteration 33Q: 3 clusters Score -698400.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -698419.562500 Penalty: 4261.781250
	Iteration 34Q: 3 clusters Score -698419.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -698433.875000 Penalty: 4261.781250
	Iteration 35Q: 3 clusters Score -698433.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -698448.187500 Penalty: 4261.781250
	Iteration 36Q: 3 clusters Score -698448.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -698459.875000 Penalty: 4261.781250
	Iteration 37Q: 3 clusters Score -698459.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -698470.250000 Penalty: 4261.781250
	Iteration 38Q: 3 clusters Score -698470.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -698485.625000 Penalty: 4261.781250
	Iteration 39Q: 3 clusters Score -698485.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -698492.750000 Penalty: 4261.781250
	Iteration 40F: 3 clusters Score -698492.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -698495.625000 Penalty: 4261.781250
	Iteration 41Q: 3 clusters Score -698495.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -698499.125000 Penalty: 4261.781250
	Iteration 42Q: 3 clusters Score -698499.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -698501.937500 Penalty: 4261.781250
	Iteration 43Q: 3 clusters Score -698501.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -698505.312500 Penalty: 4261.781250
	Iteration 44Q: 3 clusters Score -698505.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -698508.375000 Penalty: 4261.781250
	Iteration 45Q: 3 clusters Score -698508.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -698509.437500 Penalty: 4261.781250
	Iteration 46Q: 3 clusters Score -698509.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -698512.062500 Penalty: 4261.781250
	Iteration 47Q: 3 clusters Score -698512.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -698514.625000 Penalty: 4261.781250
	Iteration 48Q: 3 clusters Score -698514.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -698515.375000 Penalty: 4261.781250
	Iteration 49Q: 3 clusters Score -698515.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -698516.687500 Penalty: 4261.781250
	Iteration 50Q: 3 clusters Score -698516.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -698516.312500 Penalty: 4261.781250
	Iteration 51Q: 3 clusters Score -698516.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -698516.875000 Penalty: 4261.781250
	Iteration 52Q: 3 clusters Score -698516.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -698516.875000 Penalty: 4261.781250
	Iteration 53F: 3 clusters Score -698516.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Entering Unmasked Estep 
Score: -885294.937500 Penalty: 2174.645020
	Iteration 0F: 2 clusters Score -885294.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -879913.875000 Penalty: 4349.290039
	Iteration 0F: 3 clusters Score -879913.9 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -881183.125000 Penalty: 4349.290039
	Iteration 1F: 3 clusters Score -881183.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -881430.625000 Penalty: 4349.290039
	Iteration 2F: 3 clusters Score -881430.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -881610.250000 Penalty: 4349.290039
	Iteration 3F: 3 clusters Score -881610.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -881754.062500 Penalty: 4349.290039
	Iteration 4Q: 3 clusters Score -881754.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -881883.125000 Penalty: 4349.290039
	Iteration 5Q: 3 clusters Score -881883.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -882005.375000 Penalty: 4349.290039
	Iteration 6Q: 3 clusters Score -882005.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -882115.312500 Penalty: 4349.290039
	Iteration 7Q: 3 clusters Score -882115.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -882223.625000 Penalty: 4349.290039
	Iteration 8Q: 3 clusters Score -882223.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -882336.875000 Penalty: 4349.290039
	Iteration 9Q: 3 clusters Score -882336.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -882452.625000 Penalty: 4349.290039
	Iteration 10Q: 3 clusters Score -882452.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -882580.250000 Penalty: 4349.290039
	Iteration 11Q: 3 clusters Score -882580.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -882695.687500 Penalty: 4349.290039
	Iteration 12Q: 3 clusters Score -882695.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -882804.875000 Penalty: 4349.290039
	Iteration 13Q: 3 clusters Score -882804.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -882903.937500 Penalty: 4349.290039
	Iteration 14Q: 3 clusters Score -882903.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -882981.687500 Penalty: 4349.290039
	Iteration 15Q: 3 clusters Score -882981.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -883033.937500 Penalty: 4349.290039
	Iteration 16Q: 3 clusters Score -883033.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -883076.625000 Penalty: 4349.290039
	Iteration 17Q: 3 clusters Score -883076.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -883113.625000 Penalty: 4349.290039
	Iteration 18Q: 3 clusters Score -883113.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -883144.562500 Penalty: 4349.290039
	Iteration 19Q: 3 clusters Score -883144.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -883178.812500 Penalty: 4349.290039
	Iteration 20F: 3 clusters Score -883178.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -883215.250000 Penalty: 4349.290039
	Iteration 21Q: 3 clusters Score -883215.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -883238.875000 Penalty: 4349.290039
	Iteration 22Q: 3 clusters Score -883238.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -883257.187500 Penalty: 4349.290039
	Iteration 23Q: 3 clusters Score -883257.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -883278.187500 Penalty: 4349.290039
	Iteration 24Q: 3 clusters Score -883278.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -883299.312500 Penalty: 4349.290039
	Iteration 25Q: 3 clusters Score -883299.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -883323.562500 Penalty: 4349.290039
	Iteration 26Q: 3 clusters Score -883323.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -883336.562500 Penalty: 4349.290039
	Iteration 27Q: 3 clusters Score -883336.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -883348.000000 Penalty: 4349.290039
	Iteration 28Q: 3 clusters Score -883348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -883362.937500 Penalty: 4349.290039
	Iteration 29Q: 3 clusters Score -883362.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -883374.562500 Penalty: 4349.290039
	Iteration 30Q: 3 clusters Score -883374.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -883379.812500 Penalty: 4349.290039
	Iteration 31Q: 3 clusters Score -883379.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -883388.500000 Penalty: 4349.290039
	Iteration 32Q: 3 clusters Score -883388.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -883393.187500 Penalty: 4349.290039
	Iteration 33Q: 3 clusters Score -883393.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -883398.562500 Penalty: 4349.290039
	Iteration 34Q: 3 clusters Score -883398.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -883402.875000 Penalty: 4349.290039
	Iteration 35Q: 3 clusters Score -883402.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -883408.375000 Penalty: 4349.290039
	Iteration 36Q: 3 clusters Score -883408.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -883413.500000 Penalty: 4349.290039
	Iteration 37Q: 3 clusters Score -883413.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -883416.875000 Penalty: 4349.290039
	Iteration 38Q: 3 clusters Score -883416.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -883419.500000 Penalty: 4349.290039
	Iteration 39Q: 3 clusters Score -883419.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -883421.125000 Penalty: 4349.290039
	Iteration 40F: 3 clusters Score -883421.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -657895.375000 Penalty: 2111.866699
	Iteration 0F: 2 clusters Score -657895.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -653377.125000 Penalty: 4223.733398
	Iteration 0F: 3 clusters Score -653377.1 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -654469.687500 Penalty: 4223.733398
	Iteration 1F: 3 clusters Score -654469.7 nChanged 382
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: -654680.125000 Penalty: 4223.733398
	Iteration 2F: 3 clusters Score -654680.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -654803.375000 Penalty: 4223.733398
	Iteration 3Q: 3 clusters Score -654803.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -654922.187500 Penalty: 4223.733398
	Iteration 4Q: 3 clusters Score -654922.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -655040.875000 Penalty: 4223.733398
	Iteration 5Q: 3 clusters Score -655040.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -655165.500000 Penalty: 4223.733398
	Iteration 6Q: 3 clusters Score -655165.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -655355.062500 Penalty: 4223.733398
	Iteration 7Q: 3 clusters Score -655355.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -655609.125000 Penalty: 4223.733398
	Iteration 8Q: 3 clusters Score -655609.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -655837.437500 Penalty: 4223.733398
	Iteration 9F: 3 clusters Score -655837.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -656014.562500 Penalty: 4223.733398
	Iteration 10Q: 3 clusters Score -656014.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -656174.500000 Penalty: 4223.733398
	Iteration 11Q: 3 clusters Score -656174.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -656306.812500 Penalty: 4223.733398
	Iteration 12Q: 3 clusters Score -656306.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -656426.437500 Penalty: 4223.733398
	Iteration 13Q: 3 clusters Score -656426.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -656514.750000 Penalty: 4223.733398
	Iteration 14Q: 3 clusters Score -656514.8 nChanged 86
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: -656568.437500 Penalty: 4223.733398
	Iteration 15Q: 3 clusters Score -656568.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -656614.500000 Penalty: 4223.733398
	Iteration 16Q: 3 clusters Score -656614.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -656652.937500 Penalty: 4223.733398
	Iteration 17Q: 3 clusters Score -656652.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -656686.625000 Penalty: 4223.733398
	Iteration 18Q: 3 clusters Score -656686.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -656708.312500 Penalty: 4223.733398
	Iteration 19Q: 3 clusters Score -656708.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -656725.375000 Penalty: 4223.733398
	Iteration 20F: 3 clusters Score -656725.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -656736.250000 Penalty: 4223.733398
	Iteration 21Q: 3 clusters Score -656736.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -656747.687500 Penalty: 4223.733398
	Iteration 22Q: 3 clusters Score -656747.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -656757.437500 Penalty: 4223.733398
	Iteration 23Q: 3 clusters Score -656757.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -656761.000000 Penalty: 4223.733398
	Iteration 24Q: 3 clusters Score -656761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -656765.375000 Penalty: 4223.733398
	Iteration 25Q: 3 clusters Score -656765.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -656768.687500 Penalty: 4223.733398
	Iteration 26Q: 3 clusters Score -656768.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -656769.625000 Penalty: 4223.733398
	Iteration 27Q: 3 clusters Score -656769.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -656769.000000 Penalty: 4223.733398
	Iteration 28Q: 3 clusters Score -656769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -656770.750000 Penalty: 4223.733398
	Iteration 29Q: 3 clusters Score -656770.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -656772.000000 Penalty: 4223.733398
	Iteration 30Q: 3 clusters Score -656772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -656772.875000 Penalty: 4223.733398
	Iteration 31Q: 3 clusters Score -656772.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -656774.062500 Penalty: 4223.733398
	Iteration 32Q: 3 clusters Score -656774.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -656774.687500 Penalty: 4223.733398
	Iteration 33Q: 3 clusters Score -656774.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -656776.375000 Penalty: 4223.733398
	Iteration 34Q: 3 clusters Score -656776.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -656776.875000 Penalty: 4223.733398
	Iteration 35Q: 3 clusters Score -656776.9 nChanged 2
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: -656778.250000 Penalty: 4223.733398
	Iteration 36Q: 3 clusters Score -656778.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -656780.312500 Penalty: 4223.733398
	Iteration 37Q: 3 clusters Score -656780.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -656785.000000 Penalty: 4223.733398
	Iteration 38Q: 3 clusters Score -656785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -656788.812500 Penalty: 4223.733398
	Iteration 39Q: 3 clusters Score -656788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -656789.562500 Penalty: 4223.733398
	Iteration 40F: 3 clusters Score -656789.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -656794.875000 Penalty: 4223.733398
	Iteration 41Q: 3 clusters Score -656794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -656798.437500 Penalty: 4223.733398
	Iteration 42Q: 3 clusters Score -656798.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -656800.312500 Penalty: 4223.733398
	Iteration 43Q: 3 clusters Score -656800.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -656801.375000 Penalty: 4223.733398
	Iteration 44Q: 3 clusters Score -656801.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -656801.812500 Penalty: 4223.733398
	Iteration 45Q: 3 clusters Score -656801.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -656801.812500 Penalty: 4223.733398
	Iteration 46F: 3 clusters Score -656801.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Entering Unmasked Estep 
Score: -3930671.500000 Penalty: 2540.173340
	Iteration 0F: 2 clusters Score -3930672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -3911416.000000 Penalty: 5080.346680
	Iteration 0F: 3 clusters Score -3911416 nChanged 12505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3918127.000000 Penalty: 5080.346680
	Iteration 1F: 3 clusters Score -3918127 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -3918567.750000 Penalty: 5080.346680
	Iteration 2Q: 3 clusters Score -3918568 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -3918986.750000 Penalty: 5080.346680
	Iteration 3Q: 3 clusters Score -3918987 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -3919467.250000 Penalty: 5080.346680
	Iteration 4Q: 3 clusters Score -3919467 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -3920116.500000 Penalty: 5080.346680
	Iteration 5Q: 3 clusters Score -3920116 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3921028.500000 Penalty: 5080.346680
	Iteration 6F: 3 clusters Score -3921028 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -3922335.000000 Penalty: 5080.346680
	Iteration 7F: 3 clusters Score -3922335 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -3924035.000000 Penalty: 5080.346680
	Iteration 8F: 3 clusters Score -3924035 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3925700.750000 Penalty: 5080.346680
	Iteration 9F: 3 clusters Score -3925701 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3927036.000000 Penalty: 5080.346680
	Iteration 10Q: 3 clusters Score -3927036 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3927792.750000 Penalty: 5080.346680
	Iteration 11Q: 3 clusters Score -3927793 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3928130.250000 Penalty: 5080.346680
	Iteration 12Q: 3 clusters Score -3928130 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3928267.750000 Penalty: 5080.346680
	Iteration 13Q: 3 clusters Score -3928268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3928353.250000 Penalty: 5080.346680
	Iteration 14Q: 3 clusters Score -3928353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3928404.750000 Penalty: 5080.346680
	Iteration 15Q: 3 clusters Score -3928405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3928426.500000 Penalty: 5080.346680
	Iteration 16Q: 3 clusters Score -3928426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3928447.000000 Penalty: 5080.346680
	Iteration 17Q: 3 clusters Score -3928447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3928455.500000 Penalty: 5080.346680
	Iteration 18Q: 3 clusters Score -3928456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3928462.000000 Penalty: 5080.346680
	Iteration 19Q: 3 clusters Score -3928462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3928470.750000 Penalty: 5080.346680
	Iteration 20F: 3 clusters Score -3928471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3928478.250000 Penalty: 5080.346680
	Iteration 21Q: 3 clusters Score -3928478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3928483.750000 Penalty: 5080.346680
	Iteration 22Q: 3 clusters Score -3928484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3928491.000000 Penalty: 5080.346680
	Iteration 23Q: 3 clusters Score -3928491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3928491.000000 Penalty: 5080.346680
	Iteration 24F: 3 clusters Score -3928491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (208073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208073 members 
Entering Unmasked Estep 
Score: -29055542.000000 Penalty: 3036.919922
	Iteration 0F: 2 clusters Score -2.905554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103947 members 
Mstep: Class 2 contains 104126 members 
Entering Unmasked Estep 
Score: -28931888.000000 Penalty: 6073.839844
	Iteration 0F: 3 clusters Score -2.893189e+07 nChanged 100115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102998 members 
Mstep: Class 2 contains 105075 members 
Entering Unmasked Estep 
Score: -28989648.000000 Penalty: 6073.839844
	Iteration 1F: 3 clusters Score -2.898965e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102369 members 
Mstep: Class 2 contains 105704 members 
Entering Unmasked Estep 
Score: -28990366.000000 Penalty: 6073.839844
	Iteration 2Q: 3 clusters Score -2.899037e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101420 members 
Mstep: Class 2 contains 106653 members 
Entering Unmasked Estep 
Score: -28991220.000000 Penalty: 6073.839844
	Iteration 3Q: 3 clusters Score -2.899122e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99906 members 
Mstep: Class 2 contains 108167 members 
Entering Unmasked Estep 
Score: -28992014.000000 Penalty: 6073.839844
	Iteration 4Q: 3 clusters Score -2.899201e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97554 members 
Mstep: Class 2 contains 110519 members 
Entering Unmasked Estep 
Score: -28993216.000000 Penalty: 6073.839844
	Iteration 5Q: 3 clusters Score -2.899322e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93952 members 
Mstep: Class 2 contains 114121 members 
Entering Unmasked Estep 
Score: -28994728.000000 Penalty: 6073.839844
	Iteration 6Q: 3 clusters Score -2.899473e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88812 members 
Mstep: Class 2 contains 119261 members 
Entering Unmasked Estep 
Score: -28997392.000000 Penalty: 6073.839844
	Iteration 7Q: 3 clusters Score -2.899739e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81412 members 
Mstep: Class 2 contains 126661 members 
Entering Unmasked Estep 
Score: -29001470.000000 Penalty: 6073.839844
	Iteration 8Q: 3 clusters Score -2.900147e+07 nChanged 11363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71317 members 
Mstep: Class 2 contains 136756 members 
Entering Unmasked Estep 
Score: -29008022.000000 Penalty: 6073.839844
	Iteration 9F: 3 clusters Score -2.900802e+07 nChanged 13676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 149502 members 
Entering Unmasked Estep 
Score: -29017010.000000 Penalty: 6073.839844
	Iteration 10F: 3 clusters Score -2.901701e+07 nChanged 14318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 163272 members 
Entering Unmasked Estep 
Score: -29026900.000000 Penalty: 6073.839844
	Iteration 11F: 3 clusters Score -2.90269e+07 nChanged 12837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 175793 members 
Entering Unmasked Estep 
Score: -29035454.000000 Penalty: 6073.839844
	Iteration 12F: 3 clusters Score -2.903545e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 185477 members 
Entering Unmasked Estep 
Score: -29041746.000000 Penalty: 6073.839844
	Iteration 13Q: 3 clusters Score -2.904175e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 192359 members 
Entering Unmasked Estep 
Score: -29045742.000000 Penalty: 6073.839844
	Iteration 14Q: 3 clusters Score -2.904574e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 196990 members 
Entering Unmasked Estep 
Score: -29048378.000000 Penalty: 6073.839844
	Iteration 15Q: 3 clusters Score -2.904838e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 200075 members 
Entering Unmasked Estep 
Score: -29049782.000000 Penalty: 6073.839844
	Iteration 16Q: 3 clusters Score -2.904978e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 202177 members 
Entering Unmasked Estep 
Score: -29050834.000000 Penalty: 6073.839844
	Iteration 17Q: 3 clusters Score -2.905083e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 203548 members 
Entering Unmasked Estep 
Score: -29051314.000000 Penalty: 6073.839844
	Iteration 18Q: 3 clusters Score -2.905131e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 204495 members 
Entering Unmasked Estep 
Score: -29051726.000000 Penalty: 6073.839844
	Iteration 19Q: 3 clusters Score -2.905173e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 205110 members 
Entering Unmasked Estep 
Score: -29052098.000000 Penalty: 6073.839844
	Iteration 20F: 3 clusters Score -2.90521e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 205542 members 
Entering Unmasked Estep 
Score: -29052334.000000 Penalty: 6073.839844
	Iteration 21Q: 3 clusters Score -2.905233e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 205865 members 
Entering Unmasked Estep 
Score: -29052480.000000 Penalty: 6073.839844
	Iteration 22Q: 3 clusters Score -2.905248e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 206085 members 
Entering Unmasked Estep 
Score: -29052604.000000 Penalty: 6073.839844
	Iteration 23Q: 3 clusters Score -2.90526e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 206252 members 
Entering Unmasked Estep 
Score: -29052690.000000 Penalty: 6073.839844
	Iteration 24Q: 3 clusters Score -2.905269e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 206369 members 
Entering Unmasked Estep 
Score: -29052734.000000 Penalty: 6073.839844
	Iteration 25Q: 3 clusters Score -2.905273e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 206459 members 
Entering Unmasked Estep 
Score: -29052816.000000 Penalty: 6073.839844
	Iteration 26Q: 3 clusters Score -2.905282e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 206540 members 
Entering Unmasked Estep 
Score: -29052840.000000 Penalty: 6073.839844
	Iteration 27Q: 3 clusters Score -2.905284e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 206597 members 
Entering Unmasked Estep 
Score: -29052902.000000 Penalty: 6073.839844
	Iteration 28Q: 3 clusters Score -2.90529e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 206659 members 
Entering Unmasked Estep 
Score: -29052936.000000 Penalty: 6073.839844
	Iteration 29Q: 3 clusters Score -2.905294e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 206704 members 
Entering Unmasked Estep 
Score: -29052984.000000 Penalty: 6073.839844
	Iteration 30Q: 3 clusters Score -2.905298e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 206739 members 
Entering Unmasked Estep 
Score: -29053014.000000 Penalty: 6073.839844
	Iteration 31Q: 3 clusters Score -2.905301e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 206769 members 
Entering Unmasked Estep 
Score: -29053040.000000 Penalty: 6073.839844
	Iteration 32Q: 3 clusters Score -2.905304e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 206798 members 
Entering Unmasked Estep 
Score: -29053058.000000 Penalty: 6073.839844
	Iteration 33Q: 3 clusters Score -2.905306e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 206821 members 
Entering Unmasked Estep 
Score: -29053062.000000 Penalty: 6073.839844
	Iteration 34Q: 3 clusters Score -2.905306e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 206837 members 
Entering Unmasked Estep 
Score: -29053066.000000 Penalty: 6073.839844
	Iteration 35Q: 3 clusters Score -2.905307e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 206852 members 
Entering Unmasked Estep 
Score: -29053056.000000 Penalty: 6073.839844
	Iteration 36Q: 3 clusters Score -2.905306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 206861 members 
Entering Unmasked Estep 
Score: -29053076.000000 Penalty: 6073.839844
	Iteration 37Q: 3 clusters Score -2.905308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 206871 members 
Entering Unmasked Estep 
Score: -29053068.000000 Penalty: 6073.839844
	Iteration 38Q: 3 clusters Score -2.905307e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 206880 members 
Entering Unmasked Estep 
Score: -29053090.000000 Penalty: 6073.839844
	Iteration 39Q: 3 clusters Score -2.905309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 206886 members 
Entering Unmasked Estep 
Score: -29053072.000000 Penalty: 6073.839844
	Iteration 40F: 3 clusters Score -2.905307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 206894 members 
Entering Unmasked Estep 
Score: -29053086.000000 Penalty: 6073.839844
	Iteration 41Q: 3 clusters Score -2.905309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 206902 members 
Entering Unmasked Estep 
Score: -29053094.000000 Penalty: 6073.839844
	Iteration 42Q: 3 clusters Score -2.905309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 206909 members 
Entering Unmasked Estep 
Score: -29053100.000000 Penalty: 6073.839844
	Iteration 43Q: 3 clusters Score -2.90531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 206917 members 
Entering Unmasked Estep 
Score: -29053122.000000 Penalty: 6073.839844
	Iteration 44Q: 3 clusters Score -2.905312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 206921 members 
Entering Unmasked Estep 
Score: -29053118.000000 Penalty: 6073.839844
	Iteration 45Q: 3 clusters Score -2.905312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 206922 members 
Entering Unmasked Estep 
Score: -29053128.000000 Penalty: 6073.839844
	Iteration 46Q: 3 clusters Score -2.905313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 206923 members 
Entering Unmasked Estep 
Score: -29053124.000000 Penalty: 6073.839844
	Iteration 47Q: 3 clusters Score -2.905312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 206925 members 
Entering Unmasked Estep 
Score: -29053130.000000 Penalty: 6073.839844
	Iteration 48Q: 3 clusters Score -2.905313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 206927 members 
Entering Unmasked Estep 
Score: -29053134.000000 Penalty: 6073.839844
	Iteration 49Q: 3 clusters Score -2.905313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 206929 members 
Entering Unmasked Estep 
Score: -29053124.000000 Penalty: 6073.839844
	Iteration 50Q: 3 clusters Score -2.905312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 206929 members 
Entering Unmasked Estep 
Score: -29053124.000000 Penalty: 6073.839844
	Iteration 51F: 3 clusters Score -2.905312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -57705.050781 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -57705.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -56200.058594 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -56200.06 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -56370.785156 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -56370.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -56422.968750 Penalty: 3047.516113
	Iteration 2Q: 3 clusters Score -56422.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -56513.175781 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -56513.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -56531.953125 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -56531.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -56546.316406 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -56546.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -56560.070312 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -56560.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -56563.425781 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -56563.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -56566.312500 Penalty: 3047.516113
	Iteration 8Q: 3 clusters Score -56566.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -56571.078125 Penalty: 3047.516113
	Iteration 9Q: 3 clusters Score -56571.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -56571.078125 Penalty: 3047.516113
	Iteration 10F: 3 clusters Score -56571.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Entering Unmasked Estep 
Score: -2184164.500000 Penalty: 2393.968994
	Iteration 0F: 2 clusters Score -2184164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2172909.250000 Penalty: 4787.937988
	Iteration 0F: 3 clusters Score -2172909 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2176545.500000 Penalty: 4787.937988
	Iteration 1F: 3 clusters Score -2176546 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2176987.000000 Penalty: 4787.937988
	Iteration 2F: 3 clusters Score -2176987 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2177374.500000 Penalty: 4787.937988
	Iteration 3F: 3 clusters Score -2177374 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2177770.250000 Penalty: 4787.937988
	Iteration 4F: 3 clusters Score -2177770 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2178121.250000 Penalty: 4787.937988
	Iteration 5Q: 3 clusters Score -2178121 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2178490.000000 Penalty: 4787.937988
	Iteration 6Q: 3 clusters Score -2178490 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2178850.500000 Penalty: 4787.937988
	Iteration 7Q: 3 clusters Score -2178850 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2179208.500000 Penalty: 4787.937988
	Iteration 8Q: 3 clusters Score -2179208 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2179511.500000 Penalty: 4787.937988
	Iteration 9Q: 3 clusters Score -2179512 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2179785.750000 Penalty: 4787.937988
	Iteration 10Q: 3 clusters Score -2179786 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2180062.000000 Penalty: 4787.937988
	Iteration 11Q: 3 clusters Score -2180062 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2180278.750000 Penalty: 4787.937988
	Iteration 12Q: 3 clusters Score -2180279 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2180458.250000 Penalty: 4787.937988
	Iteration 13Q: 3 clusters Score -2180458 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2180595.500000 Penalty: 4787.937988
	Iteration 14Q: 3 clusters Score -2180596 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2180692.750000 Penalty: 4787.937988
	Iteration 15Q: 3 clusters Score -2180693 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2180774.000000 Penalty: 4787.937988
	Iteration 16Q: 3 clusters Score -2180774 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2180832.500000 Penalty: 4787.937988
	Iteration 17Q: 3 clusters Score -2180832 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2180873.250000 Penalty: 4787.937988
	Iteration 18Q: 3 clusters Score -2180873 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2180903.500000 Penalty: 4787.937988
	Iteration 19Q: 3 clusters Score -2180904 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2180933.000000 Penalty: 4787.937988
	Iteration 20F: 3 clusters Score -2180933 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2180946.250000 Penalty: 4787.937988
	Iteration 21Q: 3 clusters Score -2180946 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2180972.250000 Penalty: 4787.937988
	Iteration 22Q: 3 clusters Score -2180972 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2180989.500000 Penalty: 4787.937988
	Iteration 23Q: 3 clusters Score -2180990 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2181021.500000 Penalty: 4787.937988
	Iteration 24Q: 3 clusters Score -2181022 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2181040.500000 Penalty: 4787.937988
	Iteration 25Q: 3 clusters Score -2181040 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2181074.250000 Penalty: 4787.937988
	Iteration 26Q: 3 clusters Score -2181074 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2181102.000000 Penalty: 4787.937988
	Iteration 27Q: 3 clusters Score -2181102 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2181132.750000 Penalty: 4787.937988
	Iteration 28Q: 3 clusters Score -2181133 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2181162.000000 Penalty: 4787.937988
	Iteration 29Q: 3 clusters Score -2181162 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2181190.250000 Penalty: 4787.937988
	Iteration 30Q: 3 clusters Score -2181190 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2181207.500000 Penalty: 4787.937988
	Iteration 31Q: 3 clusters Score -2181208 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2181227.750000 Penalty: 4787.937988
	Iteration 32Q: 3 clusters Score -2181228 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2181245.750000 Penalty: 4787.937988
	Iteration 33Q: 3 clusters Score -2181246 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2181276.250000 Penalty: 4787.937988
	Iteration 34Q: 3 clusters Score -2181276 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2181295.250000 Penalty: 4787.937988
	Iteration 35Q: 3 clusters Score -2181295 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2181323.750000 Penalty: 4787.937988
	Iteration 36Q: 3 clusters Score -2181324 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2181348.000000 Penalty: 4787.937988
	Iteration 37Q: 3 clusters Score -2181348 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2181359.750000 Penalty: 4787.937988
	Iteration 38Q: 3 clusters Score -2181360 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2181369.500000 Penalty: 4787.937988
	Iteration 39Q: 3 clusters Score -2181370 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2181387.000000 Penalty: 4787.937988
	Iteration 40F: 3 clusters Score -2181387 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2181410.000000 Penalty: 4787.937988
	Iteration 41Q: 3 clusters Score -2181410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2181420.000000 Penalty: 4787.937988
	Iteration 42Q: 3 clusters Score -2181420 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2181438.000000 Penalty: 4787.937988
	Iteration 43Q: 3 clusters Score -2181438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2181452.250000 Penalty: 4787.937988
	Iteration 44Q: 3 clusters Score -2181452 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2181468.750000 Penalty: 4787.937988
	Iteration 45Q: 3 clusters Score -2181469 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2181491.500000 Penalty: 4787.937988
	Iteration 46Q: 3 clusters Score -2181492 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2181509.500000 Penalty: 4787.937988
	Iteration 47Q: 3 clusters Score -2181510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2181523.250000 Penalty: 4787.937988
	Iteration 48Q: 3 clusters Score -2181523 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2181534.750000 Penalty: 4787.937988
	Iteration 49Q: 3 clusters Score -2181535 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2181552.750000 Penalty: 4787.937988
	Iteration 50Q: 3 clusters Score -2181553 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2181570.000000 Penalty: 4787.937988
	Iteration 51Q: 3 clusters Score -2181570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2181582.000000 Penalty: 4787.937988
	Iteration 52Q: 3 clusters Score -2181582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2181591.250000 Penalty: 4787.937988
	Iteration 53Q: 3 clusters Score -2181591 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2181601.000000 Penalty: 4787.937988
	Iteration 54Q: 3 clusters Score -2181601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2181613.750000 Penalty: 4787.937988
	Iteration 55Q: 3 clusters Score -2181614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2181626.500000 Penalty: 4787.937988
	Iteration 56Q: 3 clusters Score -2181626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2181630.000000 Penalty: 4787.937988
	Iteration 57Q: 3 clusters Score -2181630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2181639.750000 Penalty: 4787.937988
	Iteration 58Q: 3 clusters Score -2181640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2181643.750000 Penalty: 4787.937988
	Iteration 59Q: 3 clusters Score -2181644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2181648.750000 Penalty: 4787.937988
	Iteration 60F: 3 clusters Score -2181649 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2181665.000000 Penalty: 4787.937988
	Iteration 61Q: 3 clusters Score -2181665 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2181670.500000 Penalty: 4787.937988
	Iteration 62Q: 3 clusters Score -2181670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2181684.000000 Penalty: 4787.937988
	Iteration 63Q: 3 clusters Score -2181684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2181691.000000 Penalty: 4787.937988
	Iteration 64Q: 3 clusters Score -2181691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2181700.750000 Penalty: 4787.937988
	Iteration 65Q: 3 clusters Score -2181701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2181709.750000 Penalty: 4787.937988
	Iteration 66Q: 3 clusters Score -2181710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2181714.000000 Penalty: 4787.937988
	Iteration 67Q: 3 clusters Score -2181714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2181727.000000 Penalty: 4787.937988
	Iteration 68Q: 3 clusters Score -2181727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2181728.500000 Penalty: 4787.937988
	Iteration 69Q: 3 clusters Score -2181728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2181733.000000 Penalty: 4787.937988
	Iteration 70Q: 3 clusters Score -2181733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2181737.000000 Penalty: 4787.937988
	Iteration 71Q: 3 clusters Score -2181737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2181748.250000 Penalty: 4787.937988
	Iteration 72Q: 3 clusters Score -2181748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2181750.500000 Penalty: 4787.937988
	Iteration 73Q: 3 clusters Score -2181750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2181762.250000 Penalty: 4787.937988
	Iteration 74Q: 3 clusters Score -2181762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2181774.250000 Penalty: 4787.937988
	Iteration 75Q: 3 clusters Score -2181774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2181779.250000 Penalty: 4787.937988
	Iteration 76Q: 3 clusters Score -2181779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2181790.000000 Penalty: 4787.937988
	Iteration 77Q: 3 clusters Score -2181790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2181805.500000 Penalty: 4787.937988
	Iteration 78Q: 3 clusters Score -2181806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2181816.750000 Penalty: 4787.937988
	Iteration 79Q: 3 clusters Score -2181817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2181828.750000 Penalty: 4787.937988
	Iteration 80F: 3 clusters Score -2181829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2181841.750000 Penalty: 4787.937988
	Iteration 81Q: 3 clusters Score -2181842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2181855.000000 Penalty: 4787.937988
	Iteration 82Q: 3 clusters Score -2181855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2181860.000000 Penalty: 4787.937988
	Iteration 83Q: 3 clusters Score -2181860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2181872.000000 Penalty: 4787.937988
	Iteration 84Q: 3 clusters Score -2181872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2181884.750000 Penalty: 4787.937988
	Iteration 85Q: 3 clusters Score -2181885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2181900.000000 Penalty: 4787.937988
	Iteration 86Q: 3 clusters Score -2181900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2181912.500000 Penalty: 4787.937988
	Iteration 87Q: 3 clusters Score -2181912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2181920.500000 Penalty: 4787.937988
	Iteration 88Q: 3 clusters Score -2181920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2181930.500000 Penalty: 4787.937988
	Iteration 89Q: 3 clusters Score -2181930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2181935.500000 Penalty: 4787.937988
	Iteration 90Q: 3 clusters Score -2181936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2181938.250000 Penalty: 4787.937988
	Iteration 91Q: 3 clusters Score -2181938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2181942.500000 Penalty: 4787.937988
	Iteration 92Q: 3 clusters Score -2181942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2181949.000000 Penalty: 4787.937988
	Iteration 93Q: 3 clusters Score -2181949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2181959.250000 Penalty: 4787.937988
	Iteration 94Q: 3 clusters Score -2181959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2181962.500000 Penalty: 4787.937988
	Iteration 95Q: 3 clusters Score -2181962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2181967.250000 Penalty: 4787.937988
	Iteration 96Q: 3 clusters Score -2181967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2181966.500000 Penalty: 4787.937988
	Iteration 97Q: 3 clusters Score -2181966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2181969.000000 Penalty: 4787.937988
	Iteration 98Q: 3 clusters Score -2181969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2181972.500000 Penalty: 4787.937988
	Iteration 99Q: 3 clusters Score -2181972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2181977.250000 Penalty: 4787.937988
	Iteration 100F: 3 clusters Score -2181977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2181979.500000 Penalty: 4787.937988
	Iteration 101Q: 3 clusters Score -2181980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2181981.000000 Penalty: 4787.937988
	Iteration 102Q: 3 clusters Score -2181981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2181981.500000 Penalty: 4787.937988
	Iteration 103Q: 3 clusters Score -2181982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2181984.250000 Penalty: 4787.937988
	Iteration 104Q: 3 clusters Score -2181984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2181987.000000 Penalty: 4787.937988
	Iteration 105Q: 3 clusters Score -2181987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2181991.000000 Penalty: 4787.937988
	Iteration 106Q: 3 clusters Score -2181991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2181992.750000 Penalty: 4787.937988
	Iteration 107Q: 3 clusters Score -2181993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2181993.750000 Penalty: 4787.937988
	Iteration 108Q: 3 clusters Score -2181994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2181994.500000 Penalty: 4787.937988
	Iteration 109Q: 3 clusters Score -2181994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2181993.250000 Penalty: 4787.937988
	Iteration 110Q: 3 clusters Score -2181993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2181999.750000 Penalty: 4787.937988
	Iteration 111Q: 3 clusters Score -2182000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2182002.500000 Penalty: 4787.937988
	Iteration 112Q: 3 clusters Score -2182002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2182006.500000 Penalty: 4787.937988
	Iteration 113Q: 3 clusters Score -2182006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2182007.250000 Penalty: 4787.937988
	Iteration 114Q: 3 clusters Score -2182007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2182010.750000 Penalty: 4787.937988
	Iteration 115Q: 3 clusters Score -2182011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2182016.250000 Penalty: 4787.937988
	Iteration 116Q: 3 clusters Score -2182016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2182013.000000 Penalty: 4787.937988
	Iteration 117Q: 3 clusters Score -2182013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2182017.500000 Penalty: 4787.937988
	Iteration 118Q: 3 clusters Score -2182018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2182019.750000 Penalty: 4787.937988
	Iteration 119Q: 3 clusters Score -2182020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2182018.000000 Penalty: 4787.937988
	Iteration 120F: 3 clusters Score -2182018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2182016.750000 Penalty: 4787.937988
	Iteration 121Q: 3 clusters Score -2182017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2182019.250000 Penalty: 4787.937988
	Iteration 122Q: 3 clusters Score -2182019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2182015.500000 Penalty: 4787.937988
	Iteration 123Q: 3 clusters Score -2182016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2182017.250000 Penalty: 4787.937988
	Iteration 124Q: 3 clusters Score -2182017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2182017.750000 Penalty: 4787.937988
	Iteration 125Q: 3 clusters Score -2182018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2182022.250000 Penalty: 4787.937988
	Iteration 126Q: 3 clusters Score -2182022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2182023.500000 Penalty: 4787.937988
	Iteration 127Q: 3 clusters Score -2182024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2182024.250000 Penalty: 4787.937988
	Iteration 128Q: 3 clusters Score -2182024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2182027.250000 Penalty: 4787.937988
	Iteration 129Q: 3 clusters Score -2182027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2182026.500000 Penalty: 4787.937988
	Iteration 130Q: 3 clusters Score -2182026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2182026.500000 Penalty: 4787.937988
	Iteration 131F: 3 clusters Score -2182026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (237971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237971 members 
Entering Unmasked Estep 
Score: -33131354.000000 Penalty: 3070.216064
	Iteration 0F: 2 clusters Score -3.313135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118463 members 
Mstep: Class 2 contains 119508 members 
Entering Unmasked Estep 
Score: -32993892.000000 Penalty: 6140.432129
	Iteration 0F: 3 clusters Score -3.299389e+07 nChanged 114814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107875 members 
Mstep: Class 2 contains 130096 members 
Entering Unmasked Estep 
Score: -33061576.000000 Penalty: 6140.432129
	Iteration 1F: 3 clusters Score -3.306158e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101777 members 
Mstep: Class 2 contains 136194 members 
Entering Unmasked Estep 
Score: -33063840.000000 Penalty: 6140.432129
	Iteration 2Q: 3 clusters Score -3.306384e+07 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93088 members 
Mstep: Class 2 contains 144883 members 
Entering Unmasked Estep 
Score: -33067044.000000 Penalty: 6140.432129
	Iteration 3Q: 3 clusters Score -3.306704e+07 nChanged 13507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81939 members 
Mstep: Class 2 contains 156032 members 
Entering Unmasked Estep 
Score: -33072060.000000 Penalty: 6140.432129
	Iteration 4F: 3 clusters Score -3.307206e+07 nChanged 15172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69407 members 
Mstep: Class 2 contains 168564 members 
Entering Unmasked Estep 
Score: -33078504.000000 Penalty: 6140.432129
	Iteration 5F: 3 clusters Score -3.30785e+07 nChanged 15086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 180076 members 
Entering Unmasked Estep 
Score: -33085870.000000 Penalty: 6140.432129
	Iteration 6F: 3 clusters Score -3.308587e+07 nChanged 13402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 187668 members 
Entering Unmasked Estep 
Score: -33094102.000000 Penalty: 6140.432129
	Iteration 7F: 3 clusters Score -3.30941e+07 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 190813 members 
Entering Unmasked Estep 
Score: -33100172.000000 Penalty: 6140.432129
	Iteration 8Q: 3 clusters Score -3.310017e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 190430 members 
Entering Unmasked Estep 
Score: -33103330.000000 Penalty: 6140.432129
	Iteration 9Q: 3 clusters Score -3.310333e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 188920 members 
Entering Unmasked Estep 
Score: -33104076.000000 Penalty: 6140.432129
	Iteration 10Q: 3 clusters Score -3.310408e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 187304 members 
Entering Unmasked Estep 
Score: -33104140.000000 Penalty: 6140.432129
	Iteration 11Q: 3 clusters Score -3.310414e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 185545 members 
Entering Unmasked Estep 
Score: -33103888.000000 Penalty: 6140.432129
	Iteration 12Q: 3 clusters Score -3.310389e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 183671 members 
Entering Unmasked Estep 
Score: -33103522.000000 Penalty: 6140.432129
	Iteration 13Q: 3 clusters Score -3.310352e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56444 members 
Mstep: Class 2 contains 181527 members 
Entering Unmasked Estep 
Score: -33103258.000000 Penalty: 6140.432129
	Iteration 14Q: 3 clusters Score -3.310326e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 179097 members 
Entering Unmasked Estep 
Score: -33103124.000000 Penalty: 6140.432129
	Iteration 15Q: 3 clusters Score -3.310312e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 176445 members 
Entering Unmasked Estep 
Score: -33102996.000000 Penalty: 6140.432129
	Iteration 16Q: 3 clusters Score -3.3103e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64402 members 
Mstep: Class 2 contains 173569 members 
Entering Unmasked Estep 
Score: -33103102.000000 Penalty: 6140.432129
	Iteration 17Q: 3 clusters Score -3.31031e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67584 members 
Mstep: Class 2 contains 170387 members 
Entering Unmasked Estep 
Score: -33103556.000000 Penalty: 6140.432129
	Iteration 18Q: 3 clusters Score -3.310356e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71045 members 
Mstep: Class 2 contains 166926 members 
Entering Unmasked Estep 
Score: -33104168.000000 Penalty: 6140.432129
	Iteration 19Q: 3 clusters Score -3.310417e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74582 members 
Mstep: Class 2 contains 163389 members 
Entering Unmasked Estep 
Score: -33104676.000000 Penalty: 6140.432129
	Iteration 20F: 3 clusters Score -3.310468e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78170 members 
Mstep: Class 2 contains 159801 members 
Entering Unmasked Estep 
Score: -33105470.000000 Penalty: 6140.432129
	Iteration 21Q: 3 clusters Score -3.310547e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81616 members 
Mstep: Class 2 contains 156355 members 
Entering Unmasked Estep 
Score: -33106196.000000 Penalty: 6140.432129
	Iteration 22Q: 3 clusters Score -3.31062e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85044 members 
Mstep: Class 2 contains 152927 members 
Entering Unmasked Estep 
Score: -33106568.000000 Penalty: 6140.432129
	Iteration 23Q: 3 clusters Score -3.310657e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88408 members 
Mstep: Class 2 contains 149563 members 
Entering Unmasked Estep 
Score: -33106886.000000 Penalty: 6140.432129
	Iteration 24Q: 3 clusters Score -3.310689e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91623 members 
Mstep: Class 2 contains 146348 members 
Entering Unmasked Estep 
Score: -33107412.000000 Penalty: 6140.432129
	Iteration 25Q: 3 clusters Score -3.310741e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94488 members 
Mstep: Class 2 contains 143483 members 
Entering Unmasked Estep 
Score: -33107768.000000 Penalty: 6140.432129
	Iteration 26Q: 3 clusters Score -3.310777e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97304 members 
Mstep: Class 2 contains 140667 members 
Entering Unmasked Estep 
Score: -33108264.000000 Penalty: 6140.432129
	Iteration 27Q: 3 clusters Score -3.310826e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 138095 members 
Entering Unmasked Estep 
Score: -33108558.000000 Penalty: 6140.432129
	Iteration 28Q: 3 clusters Score -3.310856e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102479 members 
Mstep: Class 2 contains 135492 members 
Entering Unmasked Estep 
Score: -33108898.000000 Penalty: 6140.432129
	Iteration 29Q: 3 clusters Score -3.31089e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105064 members 
Mstep: Class 2 contains 132907 members 
Entering Unmasked Estep 
Score: -33109010.000000 Penalty: 6140.432129
	Iteration 30Q: 3 clusters Score -3.310901e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107646 members 
Mstep: Class 2 contains 130325 members 
Entering Unmasked Estep 
Score: -33109122.000000 Penalty: 6140.432129
	Iteration 31Q: 3 clusters Score -3.310912e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110252 members 
Mstep: Class 2 contains 127719 members 
Entering Unmasked Estep 
Score: -33109456.000000 Penalty: 6140.432129
	Iteration 32Q: 3 clusters Score -3.310946e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112798 members 
Mstep: Class 2 contains 125173 members 
Entering Unmasked Estep 
Score: -33109790.000000 Penalty: 6140.432129
	Iteration 33Q: 3 clusters Score -3.310979e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115519 members 
Mstep: Class 2 contains 122452 members 
Entering Unmasked Estep 
Score: -33110248.000000 Penalty: 6140.432129
	Iteration 34Q: 3 clusters Score -3.311025e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118559 members 
Mstep: Class 2 contains 119412 members 
Entering Unmasked Estep 
Score: -33110640.000000 Penalty: 6140.432129
	Iteration 35Q: 3 clusters Score -3.311064e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121876 members 
Mstep: Class 2 contains 116095 members 
Entering Unmasked Estep 
Score: -33111116.000000 Penalty: 6140.432129
	Iteration 36Q: 3 clusters Score -3.311112e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125392 members 
Mstep: Class 2 contains 112579 members 
Entering Unmasked Estep 
Score: -33111770.000000 Penalty: 6140.432129
	Iteration 37Q: 3 clusters Score -3.311177e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129021 members 
Mstep: Class 2 contains 108950 members 
Entering Unmasked Estep 
Score: -33112320.000000 Penalty: 6140.432129
	Iteration 38Q: 3 clusters Score -3.311232e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133083 members 
Mstep: Class 2 contains 104888 members 
Entering Unmasked Estep 
Score: -33113066.000000 Penalty: 6140.432129
	Iteration 39Q: 3 clusters Score -3.311307e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137788 members 
Mstep: Class 2 contains 100183 members 
Entering Unmasked Estep 
Score: -33113694.000000 Penalty: 6140.432129
	Iteration 40F: 3 clusters Score -3.311369e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143309 members 
Mstep: Class 2 contains 94662 members 
Entering Unmasked Estep 
Score: -33114754.000000 Penalty: 6140.432129
	Iteration 41Q: 3 clusters Score -3.311475e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149881 members 
Mstep: Class 2 contains 88090 members 
Entering Unmasked Estep 
Score: -33115974.000000 Penalty: 6140.432129
	Iteration 42Q: 3 clusters Score -3.311597e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157615 members 
Mstep: Class 2 contains 80356 members 
Entering Unmasked Estep 
Score: -33117110.000000 Penalty: 6140.432129
	Iteration 43Q: 3 clusters Score -3.311711e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166410 members 
Mstep: Class 2 contains 71561 members 
Entering Unmasked Estep 
Score: -33118556.000000 Penalty: 6140.432129
	Iteration 44Q: 3 clusters Score -3.311856e+07 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175757 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -33120346.000000 Penalty: 6140.432129
	Iteration 45Q: 3 clusters Score -3.312035e+07 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184949 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -33121438.000000 Penalty: 6140.432129
	Iteration 46Q: 3 clusters Score -3.312144e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193050 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -33122250.000000 Penalty: 6140.432129
	Iteration 47Q: 3 clusters Score -3.312225e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199802 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -33122344.000000 Penalty: 6140.432129
	Iteration 48Q: 3 clusters Score -3.312234e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205296 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -33122238.000000 Penalty: 6140.432129
	Iteration 49Q: 3 clusters Score -3.312224e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209633 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -33121592.000000 Penalty: 6140.432129
	Iteration 50Q: 3 clusters Score -3.312159e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213033 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -33121154.000000 Penalty: 6140.432129
	Iteration 51Q: 3 clusters Score -3.312115e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215639 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -33121734.000000 Penalty: 6140.432129
	Iteration 52Q: 3 clusters Score -3.312173e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217760 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -33122340.000000 Penalty: 6140.432129
	Iteration 53Q: 3 clusters Score -3.312234e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219609 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -33122952.000000 Penalty: 6140.432129
	Iteration 54Q: 3 clusters Score -3.312295e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221161 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -33123252.000000 Penalty: 6140.432129
	Iteration 55Q: 3 clusters Score -3.312325e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222427 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -33123542.000000 Penalty: 6140.432129
	Iteration 56Q: 3 clusters Score -3.312354e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223588 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -33124438.000000 Penalty: 6140.432129
	Iteration 57Q: 3 clusters Score -3.312444e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224599 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -33125218.000000 Penalty: 6140.432129
	Iteration 58Q: 3 clusters Score -3.312522e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225503 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -33125612.000000 Penalty: 6140.432129
	Iteration 59Q: 3 clusters Score -3.312561e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226306 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -33127766.000000 Penalty: 6140.432129
	Iteration 60F: 3 clusters Score -3.312777e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228684 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -33128908.000000 Penalty: 6140.432129
	Iteration 61Q: 3 clusters Score -3.312891e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230201 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -33129378.000000 Penalty: 6140.432129
	Iteration 62Q: 3 clusters Score -3.312938e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231220 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -33129592.000000 Penalty: 6140.432129
	Iteration 63Q: 3 clusters Score -3.312959e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231992 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -33129620.000000 Penalty: 6140.432129
	Iteration 64Q: 3 clusters Score -3.312962e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232617 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -33129692.000000 Penalty: 6140.432129
	Iteration 65Q: 3 clusters Score -3.312969e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233137 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -33129780.000000 Penalty: 6140.432129
	Iteration 66Q: 3 clusters Score -3.312978e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233570 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -33129864.000000 Penalty: 6140.432129
	Iteration 67Q: 3 clusters Score -3.312986e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233919 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -33129854.000000 Penalty: 6140.432129
	Iteration 68Q: 3 clusters Score -3.312985e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234210 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -33129854.000000 Penalty: 6140.432129
	Iteration 69Q: 3 clusters Score -3.312985e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234454 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -33129844.000000 Penalty: 6140.432129
	Iteration 70Q: 3 clusters Score -3.312984e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234654 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -33129812.000000 Penalty: 6140.432129
	Iteration 71Q: 3 clusters Score -3.312981e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234836 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -33129824.000000 Penalty: 6140.432129
	Iteration 72Q: 3 clusters Score -3.312982e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234992 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -33129832.000000 Penalty: 6140.432129
	Iteration 73Q: 3 clusters Score -3.312983e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235139 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -33129826.000000 Penalty: 6140.432129
	Iteration 74Q: 3 clusters Score -3.312983e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235260 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -33129776.000000 Penalty: 6140.432129
	Iteration 75Q: 3 clusters Score -3.312978e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235355 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -33129800.000000 Penalty: 6140.432129
	Iteration 76Q: 3 clusters Score -3.31298e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235436 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -33129780.000000 Penalty: 6140.432129
	Iteration 77Q: 3 clusters Score -3.312978e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235518 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -33129792.000000 Penalty: 6140.432129
	Iteration 78Q: 3 clusters Score -3.312979e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235597 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -33129780.000000 Penalty: 6140.432129
	Iteration 79Q: 3 clusters Score -3.312978e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235660 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -33129748.000000 Penalty: 6140.432129
	Iteration 80F: 3 clusters Score -3.312975e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235708 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -33129792.000000 Penalty: 6140.432129
	Iteration 81Q: 3 clusters Score -3.312979e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235751 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -33129814.000000 Penalty: 6140.432129
	Iteration 82Q: 3 clusters Score -3.312981e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235790 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -33129796.000000 Penalty: 6140.432129
	Iteration 83Q: 3 clusters Score -3.31298e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235840 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -33129812.000000 Penalty: 6140.432129
	Iteration 84Q: 3 clusters Score -3.312981e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235879 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -33129804.000000 Penalty: 6140.432129
	Iteration 85Q: 3 clusters Score -3.31298e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235919 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -33129760.000000 Penalty: 6140.432129
	Iteration 86Q: 3 clusters Score -3.312976e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235948 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -33129730.000000 Penalty: 6140.432129
	Iteration 87Q: 3 clusters Score -3.312973e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235975 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -33129728.000000 Penalty: 6140.432129
	Iteration 88Q: 3 clusters Score -3.312973e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235998 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -33129716.000000 Penalty: 6140.432129
	Iteration 89Q: 3 clusters Score -3.312972e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236020 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -33129730.000000 Penalty: 6140.432129
	Iteration 90Q: 3 clusters Score -3.312973e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236037 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -33129722.000000 Penalty: 6140.432129
	Iteration 91Q: 3 clusters Score -3.312972e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236056 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -33129714.000000 Penalty: 6140.432129
	Iteration 92Q: 3 clusters Score -3.312971e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236069 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -33129716.000000 Penalty: 6140.432129
	Iteration 93Q: 3 clusters Score -3.312972e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236082 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -33129714.000000 Penalty: 6140.432129
	Iteration 94Q: 3 clusters Score -3.312971e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236100 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -33129714.000000 Penalty: 6140.432129
	Iteration 95Q: 3 clusters Score -3.312971e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236120 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -33129704.000000 Penalty: 6140.432129
	Iteration 96Q: 3 clusters Score -3.31297e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236143 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -33129708.000000 Penalty: 6140.432129
	Iteration 97Q: 3 clusters Score -3.312971e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236161 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -33129714.000000 Penalty: 6140.432129
	Iteration 98Q: 3 clusters Score -3.312971e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236186 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -33129712.000000 Penalty: 6140.432129
	Iteration 99Q: 3 clusters Score -3.312971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236202 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -33129710.000000 Penalty: 6140.432129
	Iteration 100F: 3 clusters Score -3.312971e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236218 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -33129712.000000 Penalty: 6140.432129
	Iteration 101Q: 3 clusters Score -3.312971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236228 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -33129716.000000 Penalty: 6140.432129
	Iteration 102Q: 3 clusters Score -3.312972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236242 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -33129698.000000 Penalty: 6140.432129
	Iteration 103Q: 3 clusters Score -3.31297e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236257 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -33129724.000000 Penalty: 6140.432129
	Iteration 104Q: 3 clusters Score -3.312972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236268 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -33129702.000000 Penalty: 6140.432129
	Iteration 105Q: 3 clusters Score -3.31297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236280 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -33129724.000000 Penalty: 6140.432129
	Iteration 106Q: 3 clusters Score -3.312972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236284 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -33129712.000000 Penalty: 6140.432129
	Iteration 107Q: 3 clusters Score -3.312971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236286 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -33129720.000000 Penalty: 6140.432129
	Iteration 108Q: 3 clusters Score -3.312972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236291 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -33129718.000000 Penalty: 6140.432129
	Iteration 109Q: 3 clusters Score -3.312972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236300 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -33129718.000000 Penalty: 6140.432129
	Iteration 110Q: 3 clusters Score -3.312972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236305 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -33129716.000000 Penalty: 6140.432129
	Iteration 111Q: 3 clusters Score -3.312972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236311 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -33129716.000000 Penalty: 6140.432129
	Iteration 112Q: 3 clusters Score -3.312972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236320 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -33129710.000000 Penalty: 6140.432129
	Iteration 113Q: 3 clusters Score -3.312971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236338 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -33129696.000000 Penalty: 6140.432129
	Iteration 114Q: 3 clusters Score -3.31297e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236355 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -33129688.000000 Penalty: 6140.432129
	Iteration 115Q: 3 clusters Score -3.312969e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236365 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -33129678.000000 Penalty: 6140.432129
	Iteration 116Q: 3 clusters Score -3.312968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236375 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -33129672.000000 Penalty: 6140.432129
	Iteration 117Q: 3 clusters Score -3.312967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236382 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -33129682.000000 Penalty: 6140.432129
	Iteration 118Q: 3 clusters Score -3.312968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236393 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -33129692.000000 Penalty: 6140.432129
	Iteration 119Q: 3 clusters Score -3.312969e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236405 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -33129686.000000 Penalty: 6140.432129
	Iteration 120F: 3 clusters Score -3.312969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236414 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -33129672.000000 Penalty: 6140.432129
	Iteration 121Q: 3 clusters Score -3.312967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236425 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -33129684.000000 Penalty: 6140.432129
	Iteration 122Q: 3 clusters Score -3.312968e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236436 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -33129698.000000 Penalty: 6140.432129
	Iteration 123Q: 3 clusters Score -3.31297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236443 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -33129714.000000 Penalty: 6140.432129
	Iteration 124Q: 3 clusters Score -3.312971e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236454 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -33129718.000000 Penalty: 6140.432129
	Iteration 125Q: 3 clusters Score -3.312972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236465 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -33129732.000000 Penalty: 6140.432129
	Iteration 126Q: 3 clusters Score -3.312973e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236486 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -33129750.000000 Penalty: 6140.432129
	Iteration 127Q: 3 clusters Score -3.312975e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236499 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -33129744.000000 Penalty: 6140.432129
	Iteration 128Q: 3 clusters Score -3.312974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236515 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -33129768.000000 Penalty: 6140.432129
	Iteration 129Q: 3 clusters Score -3.312977e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236528 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -33129752.000000 Penalty: 6140.432129
	Iteration 130Q: 3 clusters Score -3.312975e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236541 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -33129778.000000 Penalty: 6140.432129
	Iteration 131Q: 3 clusters Score -3.312978e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236550 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -33129788.000000 Penalty: 6140.432129
	Iteration 132Q: 3 clusters Score -3.312979e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236570 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -33129778.000000 Penalty: 6140.432129
	Iteration 133Q: 3 clusters Score -3.312978e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236590 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -33129836.000000 Penalty: 6140.432129
	Iteration 134Q: 3 clusters Score -3.312984e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236607 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -33129834.000000 Penalty: 6140.432129
	Iteration 135Q: 3 clusters Score -3.312983e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236627 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -33129826.000000 Penalty: 6140.432129
	Iteration 136Q: 3 clusters Score -3.312983e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236646 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -33129842.000000 Penalty: 6140.432129
	Iteration 137Q: 3 clusters Score -3.312984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236657 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -33129858.000000 Penalty: 6140.432129
	Iteration 138Q: 3 clusters Score -3.312986e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236670 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -33129884.000000 Penalty: 6140.432129
	Iteration 139Q: 3 clusters Score -3.312988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236679 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -33129882.000000 Penalty: 6140.432129
	Iteration 140F: 3 clusters Score -3.312988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236685 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -33129864.000000 Penalty: 6140.432129
	Iteration 141Q: 3 clusters Score -3.312986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236697 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -33129870.000000 Penalty: 6140.432129
	Iteration 142Q: 3 clusters Score -3.312987e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236703 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -33129870.000000 Penalty: 6140.432129
	Iteration 143Q: 3 clusters Score -3.312987e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236712 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -33129886.000000 Penalty: 6140.432129
	Iteration 144Q: 3 clusters Score -3.312989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236713 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -33129876.000000 Penalty: 6140.432129
	Iteration 145Q: 3 clusters Score -3.312988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236715 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -33129868.000000 Penalty: 6140.432129
	Iteration 146Q: 3 clusters Score -3.312987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236717 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -33129882.000000 Penalty: 6140.432129
	Iteration 147Q: 3 clusters Score -3.312988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236716 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -33129856.000000 Penalty: 6140.432129
	Iteration 148Q: 3 clusters Score -3.312986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236714 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -33129884.000000 Penalty: 6140.432129
	Iteration 149Q: 3 clusters Score -3.312988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236712 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -33129870.000000 Penalty: 6140.432129
	Iteration 150Q: 3 clusters Score -3.312987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236712 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -33129870.000000 Penalty: 6140.432129
	Iteration 151F: 3 clusters Score -3.312987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Entering Unmasked Estep 
Score: -5260140.000000 Penalty: 2611.092041
	Iteration 0F: 2 clusters Score -5260140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -5234844.000000 Penalty: 5222.184082
	Iteration 0F: 3 clusters Score -5234844 nChanged 16979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -5244304.500000 Penalty: 5222.184082
	Iteration 1F: 3 clusters Score -5244304 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -5244996.000000 Penalty: 5222.184082
	Iteration 2Q: 3 clusters Score -5244996 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -5245804.000000 Penalty: 5222.184082
	Iteration 3Q: 3 clusters Score -5245804 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -5247009.000000 Penalty: 5222.184082
	Iteration 4F: 3 clusters Score -5247009 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -5248750.500000 Penalty: 5222.184082
	Iteration 5F: 3 clusters Score -5248750 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -5251148.000000 Penalty: 5222.184082
	Iteration 6F: 3 clusters Score -5251148 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -5253713.500000 Penalty: 5222.184082
	Iteration 7F: 3 clusters Score -5253714 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5255696.500000 Penalty: 5222.184082
	Iteration 8F: 3 clusters Score -5255696 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5256950.000000 Penalty: 5222.184082
	Iteration 9Q: 3 clusters Score -5256950 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5257540.000000 Penalty: 5222.184082
	Iteration 10Q: 3 clusters Score -5257540 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5257767.500000 Penalty: 5222.184082
	Iteration 11Q: 3 clusters Score -5257768 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5257887.500000 Penalty: 5222.184082
	Iteration 12Q: 3 clusters Score -5257888 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5257970.000000 Penalty: 5222.184082
	Iteration 13Q: 3 clusters Score -5257970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5258020.000000 Penalty: 5222.184082
	Iteration 14Q: 3 clusters Score -5258020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5258042.000000 Penalty: 5222.184082
	Iteration 15Q: 3 clusters Score -5258042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5258066.500000 Penalty: 5222.184082
	Iteration 16Q: 3 clusters Score -5258066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5258082.500000 Penalty: 5222.184082
	Iteration 17Q: 3 clusters Score -5258082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5258089.500000 Penalty: 5222.184082
	Iteration 18Q: 3 clusters Score -5258090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5258097.500000 Penalty: 5222.184082
	Iteration 19Q: 3 clusters Score -5258098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5258091.500000 Penalty: 5222.184082
	Iteration 20F: 3 clusters Score -5258092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Entering Unmasked Estep 
Score: -731677.562500 Penalty: 2122.657471
	Iteration 0F: 2 clusters Score -731677.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -727006.875000 Penalty: 4245.314941
	Iteration 0F: 3 clusters Score -727006.9 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -728108.875000 Penalty: 4245.314941
	Iteration 1F: 3 clusters Score -728108.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -728325.062500 Penalty: 4245.314941
	Iteration 2F: 3 clusters Score -728325.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -728442.312500 Penalty: 4245.314941
	Iteration 3Q: 3 clusters Score -728442.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -728521.875000 Penalty: 4245.314941
	Iteration 4Q: 3 clusters Score -728521.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -728564.500000 Penalty: 4245.314941
	Iteration 5Q: 3 clusters Score -728564.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -728597.375000 Penalty: 4245.314941
	Iteration 6Q: 3 clusters Score -728597.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -728625.125000 Penalty: 4245.314941
	Iteration 7Q: 3 clusters Score -728625.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -728651.875000 Penalty: 4245.314941
	Iteration 8Q: 3 clusters Score -728651.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -728672.625000 Penalty: 4245.314941
	Iteration 9Q: 3 clusters Score -728672.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -728692.750000 Penalty: 4245.314941
	Iteration 10Q: 3 clusters Score -728692.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -728705.687500 Penalty: 4245.314941
	Iteration 11Q: 3 clusters Score -728705.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -728717.937500 Penalty: 4245.314941
	Iteration 12Q: 3 clusters Score -728717.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -728730.437500 Penalty: 4245.314941
	Iteration 13Q: 3 clusters Score -728730.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -728741.437500 Penalty: 4245.314941
	Iteration 14Q: 3 clusters Score -728741.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -728749.000000 Penalty: 4245.314941
	Iteration 15Q: 3 clusters Score -728749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -728754.375000 Penalty: 4245.314941
	Iteration 16Q: 3 clusters Score -728754.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -728762.750000 Penalty: 4245.314941
	Iteration 17Q: 3 clusters Score -728762.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -728768.062500 Penalty: 4245.314941
	Iteration 18Q: 3 clusters Score -728768.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -728774.437500 Penalty: 4245.314941
	Iteration 19Q: 3 clusters Score -728774.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -728779.437500 Penalty: 4245.314941
	Iteration 20F: 3 clusters Score -728779.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -728784.437500 Penalty: 4245.314941
	Iteration 21Q: 3 clusters Score -728784.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -728785.437500 Penalty: 4245.314941
	Iteration 22Q: 3 clusters Score -728785.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -728789.812500 Penalty: 4245.314941
	Iteration 23Q: 3 clusters Score -728789.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -728791.062500 Penalty: 4245.314941
	Iteration 24Q: 3 clusters Score -728791.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -728794.687500 Penalty: 4245.314941
	Iteration 25Q: 3 clusters Score -728794.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -728796.500000 Penalty: 4245.314941
	Iteration 26Q: 3 clusters Score -728796.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -728801.062500 Penalty: 4245.314941
	Iteration 27Q: 3 clusters Score -728801.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -728802.625000 Penalty: 4245.314941
	Iteration 28Q: 3 clusters Score -728802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -728804.125000 Penalty: 4245.314941
	Iteration 29Q: 3 clusters Score -728804.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -728803.562500 Penalty: 4245.314941
	Iteration 30Q: 3 clusters Score -728803.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -728804.687500 Penalty: 4245.314941
	Iteration 31Q: 3 clusters Score -728804.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -728809.125000 Penalty: 4245.314941
	Iteration 32Q: 3 clusters Score -728809.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -728812.312500 Penalty: 4245.314941
	Iteration 33Q: 3 clusters Score -728812.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -728813.625000 Penalty: 4245.314941
	Iteration 34Q: 3 clusters Score -728813.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -728817.000000 Penalty: 4245.314941
	Iteration 35Q: 3 clusters Score -728817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -728819.375000 Penalty: 4245.314941
	Iteration 36Q: 3 clusters Score -728819.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -728820.937500 Penalty: 4245.314941
	Iteration 37Q: 3 clusters Score -728820.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -728825.312500 Penalty: 4245.314941
	Iteration 38Q: 3 clusters Score -728825.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -728827.375000 Penalty: 4245.314941
	Iteration 39Q: 3 clusters Score -728827.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -728828.687500 Penalty: 4245.314941
	Iteration 40F: 3 clusters Score -728828.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -728830.562500 Penalty: 4245.314941
	Iteration 41Q: 3 clusters Score -728830.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -728831.562500 Penalty: 4245.314941
	Iteration 42Q: 3 clusters Score -728831.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -728830.687500 Penalty: 4245.314941
	Iteration 43Q: 3 clusters Score -728830.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -728832.062500 Penalty: 4245.314941
	Iteration 44Q: 3 clusters Score -728832.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -728833.937500 Penalty: 4245.314941
	Iteration 45Q: 3 clusters Score -728833.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -728833.812500 Penalty: 4245.314941
	Iteration 46Q: 3 clusters Score -728833.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -728835.875000 Penalty: 4245.314941
	Iteration 47Q: 3 clusters Score -728835.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -728838.875000 Penalty: 4245.314941
	Iteration 48Q: 3 clusters Score -728838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -728840.437500 Penalty: 4245.314941
	Iteration 49Q: 3 clusters Score -728840.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -728842.437500 Penalty: 4245.314941
	Iteration 50Q: 3 clusters Score -728842.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -728841.500000 Penalty: 4245.314941
	Iteration 51Q: 3 clusters Score -728841.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -728842.750000 Penalty: 4245.314941
	Iteration 52Q: 3 clusters Score -728842.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -728844.062500 Penalty: 4245.314941
	Iteration 53Q: 3 clusters Score -728844.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -728844.250000 Penalty: 4245.314941
	Iteration 54Q: 3 clusters Score -728844.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -728844.812500 Penalty: 4245.314941
	Iteration 55Q: 3 clusters Score -728844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -728843.937500 Penalty: 4245.314941
	Iteration 56Q: 3 clusters Score -728843.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -728843.937500 Penalty: 4245.314941
	Iteration 57F: 3 clusters Score -728843.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -57210.496094 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -57210.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55734.371094 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -55734.37 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55894.984375 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -55894.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55953.562500 Penalty: 3060.126709
	Iteration 2Q: 3 clusters Score -55953.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56044.722656 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -56044.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56079.695312 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -56079.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -56152.359375 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -56152.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56223.109375 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -56223.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56266.476562 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -56266.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -56319.085938 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -56319.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -56355.710938 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -56355.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -56376.734375 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -56376.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -56401.156250 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -56401.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -56432.132812 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -56432.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -56454.937500 Penalty: 3060.126709
	Iteration 13Q: 3 clusters Score -56454.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -56466.968750 Penalty: 3060.126709
	Iteration 14Q: 3 clusters Score -56466.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -56473.519531 Penalty: 3060.126709
	Iteration 15Q: 3 clusters Score -56473.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -56473.519531 Penalty: 3060.126709
	Iteration 16F: 3 clusters Score -56473.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Entering Unmasked Estep 
Score: -1055036.750000 Penalty: 2208.179688
	Iteration 0F: 2 clusters Score -1055037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1048993.875000 Penalty: 4416.359375
	Iteration 0F: 3 clusters Score -1048994 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1050568.250000 Penalty: 4416.359375
	Iteration 1F: 3 clusters Score -1050568 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1050823.250000 Penalty: 4416.359375
	Iteration 2F: 3 clusters Score -1050823 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1050999.125000 Penalty: 4416.359375
	Iteration 3Q: 3 clusters Score -1050999 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1051119.750000 Penalty: 4416.359375
	Iteration 4Q: 3 clusters Score -1051120 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1051215.375000 Penalty: 4416.359375
	Iteration 5Q: 3 clusters Score -1051215 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1051302.250000 Penalty: 4416.359375
	Iteration 6Q: 3 clusters Score -1051302 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1051400.625000 Penalty: 4416.359375
	Iteration 7Q: 3 clusters Score -1051401 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1051504.375000 Penalty: 4416.359375
	Iteration 8Q: 3 clusters Score -1051504 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1051602.000000 Penalty: 4416.359375
	Iteration 9Q: 3 clusters Score -1051602 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1051722.625000 Penalty: 4416.359375
	Iteration 10Q: 3 clusters Score -1051723 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1051864.375000 Penalty: 4416.359375
	Iteration 11Q: 3 clusters Score -1051864 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1052003.500000 Penalty: 4416.359375
	Iteration 12Q: 3 clusters Score -1052004 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1052147.750000 Penalty: 4416.359375
	Iteration 13Q: 3 clusters Score -1052148 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1052303.250000 Penalty: 4416.359375
	Iteration 14Q: 3 clusters Score -1052303 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1052427.750000 Penalty: 4416.359375
	Iteration 15Q: 3 clusters Score -1052428 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1052560.875000 Penalty: 4416.359375
	Iteration 16Q: 3 clusters Score -1052561 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1052685.750000 Penalty: 4416.359375
	Iteration 17Q: 3 clusters Score -1052686 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1052781.500000 Penalty: 4416.359375
	Iteration 18Q: 3 clusters Score -1052782 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1052860.250000 Penalty: 4416.359375
	Iteration 19Q: 3 clusters Score -1052860 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1052918.250000 Penalty: 4416.359375
	Iteration 20F: 3 clusters Score -1052918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1052959.000000 Penalty: 4416.359375
	Iteration 21Q: 3 clusters Score -1052959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1053001.625000 Penalty: 4416.359375
	Iteration 22Q: 3 clusters Score -1053002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1053026.375000 Penalty: 4416.359375
	Iteration 23Q: 3 clusters Score -1053026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1053049.375000 Penalty: 4416.359375
	Iteration 24Q: 3 clusters Score -1053049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1053062.750000 Penalty: 4416.359375
	Iteration 25Q: 3 clusters Score -1053063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1053070.000000 Penalty: 4416.359375
	Iteration 26Q: 3 clusters Score -1053070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1053077.125000 Penalty: 4416.359375
	Iteration 27Q: 3 clusters Score -1053077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1053080.000000 Penalty: 4416.359375
	Iteration 28Q: 3 clusters Score -1053080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1053082.500000 Penalty: 4416.359375
	Iteration 29Q: 3 clusters Score -1053082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1053083.000000 Penalty: 4416.359375
	Iteration 30Q: 3 clusters Score -1053083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1053085.250000 Penalty: 4416.359375
	Iteration 31Q: 3 clusters Score -1053085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1053087.875000 Penalty: 4416.359375
	Iteration 32Q: 3 clusters Score -1053088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1053089.625000 Penalty: 4416.359375
	Iteration 33Q: 3 clusters Score -1053090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1053089.625000 Penalty: 4416.359375
	Iteration 34F: 3 clusters Score -1053090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -59818.351562 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -59818.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58341.261719 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -58341.26 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58539.542969 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -58539.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58637.257812 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -58637.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58745.367188 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -58745.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58831.085938 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -58831.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58983.363281 Penalty: 3080.457520
	Iteration 5F: 3 clusters Score -58983.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59123.617188 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -59123.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -59212.960938 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -59212.96 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: -59258.687500 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -59258.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59308.675781 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -59308.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -59362.500000 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -59362.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -59375.355469 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -59375.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -59394.003906 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -59394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59405.339844 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -59405.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59452.554688 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -59452.55 nChanged 5
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: -59475.710938 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -59475.71 nChanged 0
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: -59475.710938 Penalty: 3080.457520
	Iteration 16F: 3 clusters Score -59475.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Entering Unmasked Estep 
Score: -1721830.375000 Penalty: 2347.258057
	Iteration 0F: 2 clusters Score -1721830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1712317.875000 Penalty: 4694.516113
	Iteration 0F: 3 clusters Score -1712318 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1715299.500000 Penalty: 4694.516113
	Iteration 1F: 3 clusters Score -1715300 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1715662.125000 Penalty: 4694.516113
	Iteration 2F: 3 clusters Score -1715662 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1715911.125000 Penalty: 4694.516113
	Iteration 3Q: 3 clusters Score -1715911 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1716097.750000 Penalty: 4694.516113
	Iteration 4Q: 3 clusters Score -1716098 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1716277.875000 Penalty: 4694.516113
	Iteration 5Q: 3 clusters Score -1716278 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1716477.375000 Penalty: 4694.516113
	Iteration 6Q: 3 clusters Score -1716477 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1716701.250000 Penalty: 4694.516113
	Iteration 7Q: 3 clusters Score -1716701 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1716965.625000 Penalty: 4694.516113
	Iteration 8Q: 3 clusters Score -1716966 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1717234.875000 Penalty: 4694.516113
	Iteration 9Q: 3 clusters Score -1717235 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1717521.750000 Penalty: 4694.516113
	Iteration 10Q: 3 clusters Score -1717522 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1717786.250000 Penalty: 4694.516113
	Iteration 11Q: 3 clusters Score -1717786 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1718090.125000 Penalty: 4694.516113
	Iteration 12Q: 3 clusters Score -1718090 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1718395.125000 Penalty: 4694.516113
	Iteration 13Q: 3 clusters Score -1718395 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1718688.125000 Penalty: 4694.516113
	Iteration 14Q: 3 clusters Score -1718688 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1718933.250000 Penalty: 4694.516113
	Iteration 15Q: 3 clusters Score -1718933 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1719108.375000 Penalty: 4694.516113
	Iteration 16Q: 3 clusters Score -1719108 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1719299.000000 Penalty: 4694.516113
	Iteration 17Q: 3 clusters Score -1719299 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1719487.750000 Penalty: 4694.516113
	Iteration 18Q: 3 clusters Score -1719488 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1719675.250000 Penalty: 4694.516113
	Iteration 19Q: 3 clusters Score -1719675 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1719842.625000 Penalty: 4694.516113
	Iteration 20F: 3 clusters Score -1719843 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1719982.625000 Penalty: 4694.516113
	Iteration 21Q: 3 clusters Score -1719983 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1720080.875000 Penalty: 4694.516113
	Iteration 22Q: 3 clusters Score -1720081 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1720169.750000 Penalty: 4694.516113
	Iteration 23Q: 3 clusters Score -1720170 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1720243.375000 Penalty: 4694.516113
	Iteration 24Q: 3 clusters Score -1720243 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1720284.500000 Penalty: 4694.516113
	Iteration 25Q: 3 clusters Score -1720284 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1720316.875000 Penalty: 4694.516113
	Iteration 26Q: 3 clusters Score -1720317 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1720340.625000 Penalty: 4694.516113
	Iteration 27Q: 3 clusters Score -1720341 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1720367.625000 Penalty: 4694.516113
	Iteration 28Q: 3 clusters Score -1720368 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1720395.250000 Penalty: 4694.516113
	Iteration 29Q: 3 clusters Score -1720395 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1720411.750000 Penalty: 4694.516113
	Iteration 30Q: 3 clusters Score -1720412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1720420.375000 Penalty: 4694.516113
	Iteration 31Q: 3 clusters Score -1720420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1720426.875000 Penalty: 4694.516113
	Iteration 32Q: 3 clusters Score -1720427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1720436.000000 Penalty: 4694.516113
	Iteration 33Q: 3 clusters Score -1720436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1720435.000000 Penalty: 4694.516113
	Iteration 34Q: 3 clusters Score -1720435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1720439.875000 Penalty: 4694.516113
	Iteration 35Q: 3 clusters Score -1720440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1720446.750000 Penalty: 4694.516113
	Iteration 36Q: 3 clusters Score -1720447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1720446.750000 Penalty: 4694.516113
	Iteration 37Q: 3 clusters Score -1720447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1720450.250000 Penalty: 4694.516113
	Iteration 38Q: 3 clusters Score -1720450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1720447.500000 Penalty: 4694.516113
	Iteration 39Q: 3 clusters Score -1720448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1720449.750000 Penalty: 4694.516113
	Iteration 40F: 3 clusters Score -1720450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1720451.250000 Penalty: 4694.516113
	Iteration 41Q: 3 clusters Score -1720451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1720452.875000 Penalty: 4694.516113
	Iteration 42Q: 3 clusters Score -1720453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1720455.000000 Penalty: 4694.516113
	Iteration 43Q: 3 clusters Score -1720455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1720454.750000 Penalty: 4694.516113
	Iteration 44Q: 3 clusters Score -1720455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1720458.000000 Penalty: 4694.516113
	Iteration 45Q: 3 clusters Score -1720458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1720459.500000 Penalty: 4694.516113
	Iteration 46Q: 3 clusters Score -1720460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1720461.750000 Penalty: 4694.516113
	Iteration 47Q: 3 clusters Score -1720462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1720463.625000 Penalty: 4694.516113
	Iteration 48Q: 3 clusters Score -1720464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1720461.250000 Penalty: 4694.516113
	Iteration 49Q: 3 clusters Score -1720461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1720466.875000 Penalty: 4694.516113
	Iteration 50Q: 3 clusters Score -1720467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1720468.125000 Penalty: 4694.516113
	Iteration 51Q: 3 clusters Score -1720468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1720466.625000 Penalty: 4694.516113
	Iteration 52Q: 3 clusters Score -1720467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1720469.500000 Penalty: 4694.516113
	Iteration 53Q: 3 clusters Score -1720470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1720466.250000 Penalty: 4694.516113
	Iteration 54Q: 3 clusters Score -1720466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1720470.000000 Penalty: 4694.516113
	Iteration 55Q: 3 clusters Score -1720470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1720470.000000 Penalty: 4694.516113
	Iteration 56Q: 3 clusters Score -1720470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1720474.375000 Penalty: 4694.516113
	Iteration 57Q: 3 clusters Score -1720474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1720472.750000 Penalty: 4694.516113
	Iteration 58Q: 3 clusters Score -1720473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1720474.500000 Penalty: 4694.516113
	Iteration 59Q: 3 clusters Score -1720474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1720475.375000 Penalty: 4694.516113
	Iteration 60F: 3 clusters Score -1720475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1720473.625000 Penalty: 4694.516113
	Iteration 61Q: 3 clusters Score -1720474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1720472.875000 Penalty: 4694.516113
	Iteration 62Q: 3 clusters Score -1720473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1720475.875000 Penalty: 4694.516113
	Iteration 63Q: 3 clusters Score -1720476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1720473.500000 Penalty: 4694.516113
	Iteration 64Q: 3 clusters Score -1720474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1720475.500000 Penalty: 4694.516113
	Iteration 65Q: 3 clusters Score -1720476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1720475.500000 Penalty: 4694.516113
	Iteration 66F: 3 clusters Score -1720476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Entering Unmasked Estep 
Score: -558822.187500 Penalty: 2071.316406
	Iteration 0F: 2 clusters Score -558822.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -554810.937500 Penalty: 4142.632812
	Iteration 0F: 3 clusters Score -554810.9 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -555686.875000 Penalty: 4142.632812
	Iteration 1F: 3 clusters Score -555686.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -555859.000000 Penalty: 4142.632812
	Iteration 2F: 3 clusters Score -555859 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -555966.000000 Penalty: 4142.632812
	Iteration 3Q: 3 clusters Score -555966 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -556043.062500 Penalty: 4142.632812
	Iteration 4Q: 3 clusters Score -556043.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -556089.312500 Penalty: 4142.632812
	Iteration 5Q: 3 clusters Score -556089.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -556120.625000 Penalty: 4142.632812
	Iteration 6Q: 3 clusters Score -556120.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -556155.562500 Penalty: 4142.632812
	Iteration 7Q: 3 clusters Score -556155.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -556181.562500 Penalty: 4142.632812
	Iteration 8Q: 3 clusters Score -556181.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -556195.375000 Penalty: 4142.632812
	Iteration 9Q: 3 clusters Score -556195.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -556205.000000 Penalty: 4142.632812
	Iteration 10Q: 3 clusters Score -556205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -556214.875000 Penalty: 4142.632812
	Iteration 11Q: 3 clusters Score -556214.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -556222.312500 Penalty: 4142.632812
	Iteration 12Q: 3 clusters Score -556222.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -556233.500000 Penalty: 4142.632812
	Iteration 13Q: 3 clusters Score -556233.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -556246.062500 Penalty: 4142.632812
	Iteration 14Q: 3 clusters Score -556246.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -556262.250000 Penalty: 4142.632812
	Iteration 15Q: 3 clusters Score -556262.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -556276.062500 Penalty: 4142.632812
	Iteration 16Q: 3 clusters Score -556276.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -556287.750000 Penalty: 4142.632812
	Iteration 17Q: 3 clusters Score -556287.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -556302.000000 Penalty: 4142.632812
	Iteration 18Q: 3 clusters Score -556302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -556317.562500 Penalty: 4142.632812
	Iteration 19Q: 3 clusters Score -556317.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -556331.437500 Penalty: 4142.632812
	Iteration 20F: 3 clusters Score -556331.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -556349.500000 Penalty: 4142.632812
	Iteration 21Q: 3 clusters Score -556349.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -556376.562500 Penalty: 4142.632812
	Iteration 22Q: 3 clusters Score -556376.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -556393.750000 Penalty: 4142.632812
	Iteration 23Q: 3 clusters Score -556393.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -556414.125000 Penalty: 4142.632812
	Iteration 24Q: 3 clusters Score -556414.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -556438.562500 Penalty: 4142.632812
	Iteration 25Q: 3 clusters Score -556438.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -556468.187500 Penalty: 4142.632812
	Iteration 26Q: 3 clusters Score -556468.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -556498.187500 Penalty: 4142.632812
	Iteration 27Q: 3 clusters Score -556498.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -556519.937500 Penalty: 4142.632812
	Iteration 28Q: 3 clusters Score -556519.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -556548.687500 Penalty: 4142.632812
	Iteration 29Q: 3 clusters Score -556548.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -556583.500000 Penalty: 4142.632812
	Iteration 30Q: 3 clusters Score -556583.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -556622.187500 Penalty: 4142.632812
	Iteration 31Q: 3 clusters Score -556622.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -556668.437500 Penalty: 4142.632812
	Iteration 32Q: 3 clusters Score -556668.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -556699.625000 Penalty: 4142.632812
	Iteration 33Q: 3 clusters Score -556699.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -556725.812500 Penalty: 4142.632812
	Iteration 34Q: 3 clusters Score -556725.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -556745.562500 Penalty: 4142.632812
	Iteration 35Q: 3 clusters Score -556745.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -556767.125000 Penalty: 4142.632812
	Iteration 36Q: 3 clusters Score -556767.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -556785.750000 Penalty: 4142.632812
	Iteration 37Q: 3 clusters Score -556785.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -556801.500000 Penalty: 4142.632812
	Iteration 38Q: 3 clusters Score -556801.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -556820.875000 Penalty: 4142.632812
	Iteration 39Q: 3 clusters Score -556820.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -556838.062500 Penalty: 4142.632812
	Iteration 40F: 3 clusters Score -556838.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -556853.437500 Penalty: 4142.632812
	Iteration 41Q: 3 clusters Score -556853.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -556865.687500 Penalty: 4142.632812
	Iteration 42Q: 3 clusters Score -556865.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -556876.625000 Penalty: 4142.632812
	Iteration 43Q: 3 clusters Score -556876.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -556883.750000 Penalty: 4142.632812
	Iteration 44Q: 3 clusters Score -556883.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -556889.750000 Penalty: 4142.632812
	Iteration 45Q: 3 clusters Score -556889.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -556893.187500 Penalty: 4142.632812
	Iteration 46Q: 3 clusters Score -556893.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -556896.562500 Penalty: 4142.632812
	Iteration 47Q: 3 clusters Score -556896.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -556900.625000 Penalty: 4142.632812
	Iteration 48Q: 3 clusters Score -556900.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -556906.187500 Penalty: 4142.632812
	Iteration 49Q: 3 clusters Score -556906.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -556910.125000 Penalty: 4142.632812
	Iteration 50Q: 3 clusters Score -556910.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -556912.750000 Penalty: 4142.632812
	Iteration 51Q: 3 clusters Score -556912.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -556914.125000 Penalty: 4142.632812
	Iteration 52Q: 3 clusters Score -556914.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -556914.687500 Penalty: 4142.632812
	Iteration 53Q: 3 clusters Score -556914.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -556915.625000 Penalty: 4142.632812
	Iteration 54Q: 3 clusters Score -556915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -556916.625000 Penalty: 4142.632812
	Iteration 55Q: 3 clusters Score -556916.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -556915.500000 Penalty: 4142.632812
	Iteration 56Q: 3 clusters Score -556915.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -556916.750000 Penalty: 4142.632812
	Iteration 57Q: 3 clusters Score -556916.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -556917.687500 Penalty: 4142.632812
	Iteration 58Q: 3 clusters Score -556917.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -556919.937500 Penalty: 4142.632812
	Iteration 59Q: 3 clusters Score -556919.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -556920.500000 Penalty: 4142.632812
	Iteration 60F: 3 clusters Score -556920.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (289937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289937 members 
Entering Unmasked Estep 
Score: -39742780.000000 Penalty: 3119.199951
	Iteration 0F: 2 clusters Score -3.974278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145616 members 
Mstep: Class 2 contains 144321 members 
Entering Unmasked Estep 
Score: -39571224.000000 Penalty: 6238.399902
	Iteration 0F: 3 clusters Score -3.957122e+07 nChanged 140475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155721 members 
Mstep: Class 2 contains 134216 members 
Entering Unmasked Estep 
Score: -39654076.000000 Penalty: 6238.399902
	Iteration 1F: 3 clusters Score -3.965408e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162672 members 
Mstep: Class 2 contains 127265 members 
Entering Unmasked Estep 
Score: -39656512.000000 Penalty: 6238.399902
	Iteration 2Q: 3 clusters Score -3.965651e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173591 members 
Mstep: Class 2 contains 116346 members 
Entering Unmasked Estep 
Score: -39661164.000000 Penalty: 6238.399902
	Iteration 3Q: 3 clusters Score -3.966116e+07 nChanged 16795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190258 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -39670600.000000 Penalty: 6238.399902
	Iteration 4F: 3 clusters Score -3.96706e+07 nChanged 23667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213915 members 
Mstep: Class 2 contains 76022 members 
Entering Unmasked Estep 
Score: -39688104.000000 Penalty: 6238.399902
	Iteration 5F: 3 clusters Score -3.96881e+07 nChanged 28788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242703 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -39710292.000000 Penalty: 6238.399902
	Iteration 6F: 3 clusters Score -3.971029e+07 nChanged 24891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267594 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -39726812.000000 Penalty: 6238.399902
	Iteration 7F: 3 clusters Score -3.972681e+07 nChanged 13774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281368 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -39734920.000000 Penalty: 6238.399902
	Iteration 8Q: 3 clusters Score -3.973492e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286806 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -39738104.000000 Penalty: 6238.399902
	Iteration 9Q: 3 clusters Score -3.97381e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288648 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -39739056.000000 Penalty: 6238.399902
	Iteration 10Q: 3 clusters Score -3.973906e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289250 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -39739444.000000 Penalty: 6238.399902
	Iteration 11Q: 3 clusters Score -3.973944e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289459 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -39739724.000000 Penalty: 6238.399902
	Iteration 12Q: 3 clusters Score -3.973972e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289544 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39739828.000000 Penalty: 6238.399902
	Iteration 13Q: 3 clusters Score -3.973983e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289568 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -39739916.000000 Penalty: 6238.399902
	Iteration 14Q: 3 clusters Score -3.973992e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289576 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -39739932.000000 Penalty: 6238.399902
	Iteration 15Q: 3 clusters Score -3.973993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289582 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -39739928.000000 Penalty: 6238.399902
	Iteration 16Q: 3 clusters Score -3.973993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289591 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -39739948.000000 Penalty: 6238.399902
	Iteration 17Q: 3 clusters Score -3.973995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289593 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -39739964.000000 Penalty: 6238.399902
	Iteration 18Q: 3 clusters Score -3.973996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289595 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -39739984.000000 Penalty: 6238.399902
	Iteration 19Q: 3 clusters Score -3.973998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289597 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -39739992.000000 Penalty: 6238.399902
	Iteration 20F: 3 clusters Score -3.973999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289598 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -39740008.000000 Penalty: 6238.399902
	Iteration 21Q: 3 clusters Score -3.974001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289599 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -39740016.000000 Penalty: 6238.399902
	Iteration 22Q: 3 clusters Score -3.974002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289599 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -39740032.000000 Penalty: 6238.399902
	Iteration 23Q: 3 clusters Score -3.974003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289596 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -39740040.000000 Penalty: 6238.399902
	Iteration 24Q: 3 clusters Score -3.974004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289594 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39740040.000000 Penalty: 6238.399902
	Iteration 25Q: 3 clusters Score -3.974004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289593 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -39740040.000000 Penalty: 6238.399902
	Iteration 26Q: 3 clusters Score -3.974004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289591 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -39740052.000000 Penalty: 6238.399902
	Iteration 27Q: 3 clusters Score -3.974005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289593 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -39740036.000000 Penalty: 6238.399902
	Iteration 28Q: 3 clusters Score -3.974004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289595 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -39740064.000000 Penalty: 6238.399902
	Iteration 29Q: 3 clusters Score -3.974006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289594 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39740044.000000 Penalty: 6238.399902
	Iteration 30Q: 3 clusters Score -3.974004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289594 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39740044.000000 Penalty: 6238.399902
	Iteration 31F: 3 clusters Score -3.974004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Entering Unmasked Estep 
Score: -2032578.125000 Penalty: 2383.127441
	Iteration 0F: 2 clusters Score -2032578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2021750.625000 Penalty: 4766.254883
	Iteration 0F: 3 clusters Score -2021751 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2025422.375000 Penalty: 4766.254883
	Iteration 1F: 3 clusters Score -2025422 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2026037.750000 Penalty: 4766.254883
	Iteration 2F: 3 clusters Score -2026038 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2026550.875000 Penalty: 4766.254883
	Iteration 3F: 3 clusters Score -2026551 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2027022.250000 Penalty: 4766.254883
	Iteration 4F: 3 clusters Score -2027022 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2027451.875000 Penalty: 4766.254883
	Iteration 5Q: 3 clusters Score -2027452 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2027903.125000 Penalty: 4766.254883
	Iteration 6F: 3 clusters Score -2027903 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2028344.875000 Penalty: 4766.254883
	Iteration 7Q: 3 clusters Score -2028345 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2028776.000000 Penalty: 4766.254883
	Iteration 8Q: 3 clusters Score -2028776 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2029111.375000 Penalty: 4766.254883
	Iteration 9Q: 3 clusters Score -2029111 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2029341.000000 Penalty: 4766.254883
	Iteration 10Q: 3 clusters Score -2029341 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2029502.000000 Penalty: 4766.254883
	Iteration 11Q: 3 clusters Score -2029502 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2029597.000000 Penalty: 4766.254883
	Iteration 12Q: 3 clusters Score -2029597 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2029670.500000 Penalty: 4766.254883
	Iteration 13Q: 3 clusters Score -2029670 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2029708.250000 Penalty: 4766.254883
	Iteration 14Q: 3 clusters Score -2029708 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2029738.000000 Penalty: 4766.254883
	Iteration 15Q: 3 clusters Score -2029738 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2029749.125000 Penalty: 4766.254883
	Iteration 16Q: 3 clusters Score -2029749 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2029763.125000 Penalty: 4766.254883
	Iteration 17Q: 3 clusters Score -2029763 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2029775.125000 Penalty: 4766.254883
	Iteration 18Q: 3 clusters Score -2029775 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2029790.875000 Penalty: 4766.254883
	Iteration 19Q: 3 clusters Score -2029791 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2029797.125000 Penalty: 4766.254883
	Iteration 20F: 3 clusters Score -2029797 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2029808.500000 Penalty: 4766.254883
	Iteration 21Q: 3 clusters Score -2029808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2029814.250000 Penalty: 4766.254883
	Iteration 22Q: 3 clusters Score -2029814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2029815.250000 Penalty: 4766.254883
	Iteration 23Q: 3 clusters Score -2029815 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2029820.625000 Penalty: 4766.254883
	Iteration 24Q: 3 clusters Score -2029821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2029819.375000 Penalty: 4766.254883
	Iteration 25Q: 3 clusters Score -2029819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2029825.125000 Penalty: 4766.254883
	Iteration 26Q: 3 clusters Score -2029825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2029834.250000 Penalty: 4766.254883
	Iteration 27Q: 3 clusters Score -2029834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2029834.750000 Penalty: 4766.254883
	Iteration 28Q: 3 clusters Score -2029835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2029832.250000 Penalty: 4766.254883
	Iteration 29Q: 3 clusters Score -2029832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2029830.750000 Penalty: 4766.254883
	Iteration 30Q: 3 clusters Score -2029831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2029832.750000 Penalty: 4766.254883
	Iteration 31Q: 3 clusters Score -2029833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2029835.625000 Penalty: 4766.254883
	Iteration 32Q: 3 clusters Score -2029836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2029834.875000 Penalty: 4766.254883
	Iteration 33Q: 3 clusters Score -2029835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2029836.000000 Penalty: 4766.254883
	Iteration 34Q: 3 clusters Score -2029836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2029838.750000 Penalty: 4766.254883
	Iteration 35Q: 3 clusters Score -2029839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2029840.500000 Penalty: 4766.254883
	Iteration 36Q: 3 clusters Score -2029840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2029841.875000 Penalty: 4766.254883
	Iteration 37Q: 3 clusters Score -2029842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2029840.375000 Penalty: 4766.254883
	Iteration 38Q: 3 clusters Score -2029840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2029845.750000 Penalty: 4766.254883
	Iteration 39Q: 3 clusters Score -2029846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2029843.250000 Penalty: 4766.254883
	Iteration 40F: 3 clusters Score -2029843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2029840.250000 Penalty: 4766.254883
	Iteration 41Q: 3 clusters Score -2029840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2029843.500000 Penalty: 4766.254883
	Iteration 42Q: 3 clusters Score -2029844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2029841.000000 Penalty: 4766.254883
	Iteration 43Q: 3 clusters Score -2029841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2029843.875000 Penalty: 4766.254883
	Iteration 44Q: 3 clusters Score -2029844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2029840.625000 Penalty: 4766.254883
	Iteration 45Q: 3 clusters Score -2029841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2029843.875000 Penalty: 4766.254883
	Iteration 46Q: 3 clusters Score -2029844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2029843.250000 Penalty: 4766.254883
	Iteration 47Q: 3 clusters Score -2029843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2029841.125000 Penalty: 4766.254883
	Iteration 48Q: 3 clusters Score -2029841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2029839.375000 Penalty: 4766.254883
	Iteration 49Q: 3 clusters Score -2029839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2029842.875000 Penalty: 4766.254883
	Iteration 50Q: 3 clusters Score -2029843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2029842.875000 Penalty: 4766.254883
	Iteration 51Q: 3 clusters Score -2029843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2029844.000000 Penalty: 4766.254883
	Iteration 52Q: 3 clusters Score -2029844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2029844.000000 Penalty: 4766.254883
	Iteration 53F: 3 clusters Score -2029844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Entering Unmasked Estep 
Score: -5220059.000000 Penalty: 2618.312500
	Iteration 0F: 2 clusters Score -5220059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -5194094.000000 Penalty: 5236.625000
	Iteration 0F: 3 clusters Score -5194094 nChanged 17604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -5203658.000000 Penalty: 5236.625000
	Iteration 1F: 3 clusters Score -5203658 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -5204199.500000 Penalty: 5236.625000
	Iteration 2Q: 3 clusters Score -5204200 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -5204575.000000 Penalty: 5236.625000
	Iteration 3Q: 3 clusters Score -5204575 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -5205007.500000 Penalty: 5236.625000
	Iteration 4Q: 3 clusters Score -5205008 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -5205571.000000 Penalty: 5236.625000
	Iteration 5Q: 3 clusters Score -5205571 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -5206358.500000 Penalty: 5236.625000
	Iteration 6Q: 3 clusters Score -5206358 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -5207437.500000 Penalty: 5236.625000
	Iteration 7Q: 3 clusters Score -5207438 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -5208922.000000 Penalty: 5236.625000
	Iteration 8F: 3 clusters Score -5208922 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -5210897.500000 Penalty: 5236.625000
	Iteration 9F: 3 clusters Score -5210898 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -5213217.500000 Penalty: 5236.625000
	Iteration 10F: 3 clusters Score -5213218 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -5215353.500000 Penalty: 5236.625000
	Iteration 11F: 3 clusters Score -5215354 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5216694.000000 Penalty: 5236.625000
	Iteration 12Q: 3 clusters Score -5216694 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5217401.000000 Penalty: 5236.625000
	Iteration 13Q: 3 clusters Score -5217401 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5217720.500000 Penalty: 5236.625000
	Iteration 14Q: 3 clusters Score -5217720 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5217922.500000 Penalty: 5236.625000
	Iteration 15Q: 3 clusters Score -5217922 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5218073.000000 Penalty: 5236.625000
	Iteration 16Q: 3 clusters Score -5218073 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5218171.500000 Penalty: 5236.625000
	Iteration 17Q: 3 clusters Score -5218172 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5218250.500000 Penalty: 5236.625000
	Iteration 18Q: 3 clusters Score -5218250 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5218337.000000 Penalty: 5236.625000
	Iteration 19Q: 3 clusters Score -5218337 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5218410.500000 Penalty: 5236.625000
	Iteration 20F: 3 clusters Score -5218410 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5218456.000000 Penalty: 5236.625000
	Iteration 21Q: 3 clusters Score -5218456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5218480.500000 Penalty: 5236.625000
	Iteration 22Q: 3 clusters Score -5218480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5218501.500000 Penalty: 5236.625000
	Iteration 23Q: 3 clusters Score -5218502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5218521.500000 Penalty: 5236.625000
	Iteration 24Q: 3 clusters Score -5218522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5218543.500000 Penalty: 5236.625000
	Iteration 25Q: 3 clusters Score -5218544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5218560.000000 Penalty: 5236.625000
	Iteration 26Q: 3 clusters Score -5218560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5218574.500000 Penalty: 5236.625000
	Iteration 27Q: 3 clusters Score -5218574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5218598.500000 Penalty: 5236.625000
	Iteration 28Q: 3 clusters Score -5218598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5218620.500000 Penalty: 5236.625000
	Iteration 29Q: 3 clusters Score -5218620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5218626.500000 Penalty: 5236.625000
	Iteration 30Q: 3 clusters Score -5218626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5218643.000000 Penalty: 5236.625000
	Iteration 31Q: 3 clusters Score -5218643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5218652.000000 Penalty: 5236.625000
	Iteration 32Q: 3 clusters Score -5218652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5218664.500000 Penalty: 5236.625000
	Iteration 33Q: 3 clusters Score -5218664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5218666.500000 Penalty: 5236.625000
	Iteration 34Q: 3 clusters Score -5218666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5218667.000000 Penalty: 5236.625000
	Iteration 35Q: 3 clusters Score -5218667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5218682.500000 Penalty: 5236.625000
	Iteration 36Q: 3 clusters Score -5218682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5218677.000000 Penalty: 5236.625000
	Iteration 37Q: 3 clusters Score -5218677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5218682.500000 Penalty: 5236.625000
	Iteration 38Q: 3 clusters Score -5218682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5218682.000000 Penalty: 5236.625000
	Iteration 39Q: 3 clusters Score -5218682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5218694.500000 Penalty: 5236.625000
	Iteration 40F: 3 clusters Score -5218694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5218704.000000 Penalty: 5236.625000
	Iteration 41Q: 3 clusters Score -5218704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5218714.500000 Penalty: 5236.625000
	Iteration 42Q: 3 clusters Score -5218714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5218715.000000 Penalty: 5236.625000
	Iteration 43Q: 3 clusters Score -5218715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5218728.000000 Penalty: 5236.625000
	Iteration 44Q: 3 clusters Score -5218728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5218728.500000 Penalty: 5236.625000
	Iteration 45Q: 3 clusters Score -5218728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5218744.000000 Penalty: 5236.625000
	Iteration 46Q: 3 clusters Score -5218744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5218756.000000 Penalty: 5236.625000
	Iteration 47Q: 3 clusters Score -5218756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5218762.000000 Penalty: 5236.625000
	Iteration 48Q: 3 clusters Score -5218762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5218774.000000 Penalty: 5236.625000
	Iteration 49Q: 3 clusters Score -5218774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5218774.000000 Penalty: 5236.625000
	Iteration 50Q: 3 clusters Score -5218774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5218789.000000 Penalty: 5236.625000
	Iteration 51Q: 3 clusters Score -5218789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5218805.000000 Penalty: 5236.625000
	Iteration 52Q: 3 clusters Score -5218805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5218811.000000 Penalty: 5236.625000
	Iteration 53Q: 3 clusters Score -5218811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5218815.000000 Penalty: 5236.625000
	Iteration 54Q: 3 clusters Score -5218815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5218825.500000 Penalty: 5236.625000
	Iteration 55Q: 3 clusters Score -5218826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5218825.000000 Penalty: 5236.625000
	Iteration 56Q: 3 clusters Score -5218825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5218832.000000 Penalty: 5236.625000
	Iteration 57Q: 3 clusters Score -5218832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5218835.500000 Penalty: 5236.625000
	Iteration 58Q: 3 clusters Score -5218836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5218838.500000 Penalty: 5236.625000
	Iteration 59Q: 3 clusters Score -5218838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5218844.000000 Penalty: 5236.625000
	Iteration 60F: 3 clusters Score -5218844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5218842.500000 Penalty: 5236.625000
	Iteration 61Q: 3 clusters Score -5218842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5218853.000000 Penalty: 5236.625000
	Iteration 62Q: 3 clusters Score -5218853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5218869.000000 Penalty: 5236.625000
	Iteration 63Q: 3 clusters Score -5218869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5218872.000000 Penalty: 5236.625000
	Iteration 64Q: 3 clusters Score -5218872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5218888.000000 Penalty: 5236.625000
	Iteration 65Q: 3 clusters Score -5218888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5218892.000000 Penalty: 5236.625000
	Iteration 66Q: 3 clusters Score -5218892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5218903.500000 Penalty: 5236.625000
	Iteration 67Q: 3 clusters Score -5218904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5218909.500000 Penalty: 5236.625000
	Iteration 68Q: 3 clusters Score -5218910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5218918.500000 Penalty: 5236.625000
	Iteration 69Q: 3 clusters Score -5218918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5218924.000000 Penalty: 5236.625000
	Iteration 70Q: 3 clusters Score -5218924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5218921.500000 Penalty: 5236.625000
	Iteration 71Q: 3 clusters Score -5218922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5218927.000000 Penalty: 5236.625000
	Iteration 72Q: 3 clusters Score -5218927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5218926.500000 Penalty: 5236.625000
	Iteration 73Q: 3 clusters Score -5218926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5218928.000000 Penalty: 5236.625000
	Iteration 74Q: 3 clusters Score -5218928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5218934.500000 Penalty: 5236.625000
	Iteration 75Q: 3 clusters Score -5218934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5218930.000000 Penalty: 5236.625000
	Iteration 76Q: 3 clusters Score -5218930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5218926.000000 Penalty: 5236.625000
	Iteration 77Q: 3 clusters Score -5218926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5218927.000000 Penalty: 5236.625000
	Iteration 78Q: 3 clusters Score -5218927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5218926.500000 Penalty: 5236.625000
	Iteration 79Q: 3 clusters Score -5218926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5218923.500000 Penalty: 5236.625000
	Iteration 80F: 3 clusters Score -5218924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Entering Unmasked Estep 
Score: -256159.218750 Penalty: 1883.905273
	Iteration 0F: 2 clusters Score -256159.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -253525.187500 Penalty: 3767.810547
	Iteration 0F: 3 clusters Score -253525.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -254012.171875 Penalty: 3767.810547
	Iteration 1F: 3 clusters Score -254012.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -254163.578125 Penalty: 3767.810547
	Iteration 2F: 3 clusters Score -254163.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -254306.296875 Penalty: 3767.810547
	Iteration 3F: 3 clusters Score -254306.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -254430.421875 Penalty: 3767.810547
	Iteration 4Q: 3 clusters Score -254430.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -254540.359375 Penalty: 3767.810547
	Iteration 5Q: 3 clusters Score -254540.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -254625.984375 Penalty: 3767.810547
	Iteration 6Q: 3 clusters Score -254626 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -254711.718750 Penalty: 3767.810547
	Iteration 7Q: 3 clusters Score -254711.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -254823.328125 Penalty: 3767.810547
	Iteration 8Q: 3 clusters Score -254823.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -254949.437500 Penalty: 3767.810547
	Iteration 9Q: 3 clusters Score -254949.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -255057.203125 Penalty: 3767.810547
	Iteration 10Q: 3 clusters Score -255057.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -255246.656250 Penalty: 3767.810547
	Iteration 11Q: 3 clusters Score -255246.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -255577.984375 Penalty: 3767.810547
	Iteration 12Q: 3 clusters Score -255578 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -256003.515625 Penalty: 3767.810547
	Iteration 13Q: 3 clusters Score -256003.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -256508.359375 Penalty: 3767.810547
	Iteration 14Q: 3 clusters Score -256508.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -256968.984375 Penalty: 3767.810547
	Iteration 15Q: 3 clusters Score -256969 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -257300.234375 Penalty: 3767.810547
	Iteration 16Q: 3 clusters Score -257300.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -257855.406250 Penalty: 3767.810547
	Iteration 17Q: 3 clusters Score -257855.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -258095.656250 Penalty: 3767.810547
	Iteration 18Q: 3 clusters Score -258095.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -258105.531250 Penalty: 3767.810547
	Iteration 19Q: 3 clusters Score -258105.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -258106.531250 Penalty: 3767.810547
	Iteration 20F: 3 clusters Score -258106.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33536 members 
Mstep: Class 3 contains 42432 members 
Mstep: Class 4 contains 5390 members 
Mstep: Class 5 contains 6430 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28075 members 
Mstep: Class 8 contains 208073 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15570 members 
Mstep: Class 11 contains 237971 members 
Mstep: Class 12 contains 37369 members 
Mstep: Class 13 contains 5214 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289937 members 
Mstep: Class 20 contains 14904 members 
Mstep: Class 21 contains 38473 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 936 members 
Entering Unmasked Estep 
Score: -135805424.000000 Penalty: 82213.359375
Splitting cluster 22 changes total score from -135805248.000000 to -135805424.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 23 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -34286.523438 Penalty: 1398.312012
	Iteration 0F: 2 clusters Score -34286.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33081.492188 Penalty: 2796.624023
	Iteration 0F: 3 clusters Score -33081.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33191.101562 Penalty: 2796.624023
	Iteration 1F: 3 clusters Score -33191.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33242.609375 Penalty: 2796.624023
	Iteration 2Q: 3 clusters Score -33242.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33269.183594 Penalty: 2796.624023
	Iteration 3Q: 3 clusters Score -33269.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33281.351562 Penalty: 2796.624023
	Iteration 4Q: 3 clusters Score -33281.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33287.160156 Penalty: 2796.624023
	Iteration 5Q: 3 clusters Score -33287.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33293.164062 Penalty: 2796.624023
	Iteration 6Q: 3 clusters Score -33293.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33294.261719 Penalty: 2796.624023
	Iteration 7Q: 3 clusters Score -33294.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33294.261719 Penalty: 2796.624023
	Iteration 8F: 3 clusters Score -33294.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33536 members 
Mstep: Class 3 contains 42432 members 
Mstep: Class 4 contains 5390 members 
Mstep: Class 5 contains 6430 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28075 members 
Mstep: Class 8 contains 208073 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 15570 members 
Mstep: Class 11 contains 237971 members 
Mstep: Class 12 contains 37369 members 
Mstep: Class 13 contains 5214 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289937 members 
Mstep: Class 20 contains 14904 members 
Mstep: Class 21 contains 38473 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805472.000000 Penalty: 82213.359375
Iteration 159Q: 25 clusters Score -1.358055e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33535 members 
Mstep: Class 3 contains 42431 members 
Mstep: Class 4 contains 5390 members 
Mstep: Class 5 contains 6427 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28073 members 
Mstep: Class 8 contains 208074 members 
Mstep: Class 9 contains 456 members 
Mstep: Class 10 contains 15578 members 
Mstep: Class 11 contains 237974 members 
Mstep: Class 12 contains 37373 members 
Mstep: Class 13 contains 5213 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 503 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289936 members 
Mstep: Class 20 contains 14906 members 
Mstep: Class 21 contains 38469 members 
Mstep: Class 22 contains 1059 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805488.000000 Penalty: 82213.359375
Iteration 160F: 25 clusters Score -1.358055e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33533 members 
Mstep: Class 3 contains 42429 members 
Mstep: Class 4 contains 5390 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28071 members 
Mstep: Class 8 contains 208070 members 
Mstep: Class 9 contains 440 members 
Mstep: Class 10 contains 15585 members 
Mstep: Class 11 contains 237976 members 
Mstep: Class 12 contains 37377 members 
Mstep: Class 13 contains 5207 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 500 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289938 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 38465 members 
Mstep: Class 22 contains 1064 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805616.000000 Penalty: 82213.359375
Iteration 161Q: 25 clusters Score -1.358056e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33533 members 
Mstep: Class 3 contains 42429 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28070 members 
Mstep: Class 8 contains 208065 members 
Mstep: Class 9 contains 430 members 
Mstep: Class 10 contains 15593 members 
Mstep: Class 11 contains 237974 members 
Mstep: Class 12 contains 37380 members 
Mstep: Class 13 contains 5203 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 499 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289939 members 
Mstep: Class 20 contains 14909 members 
Mstep: Class 21 contains 38463 members 
Mstep: Class 22 contains 1065 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805616.000000 Penalty: 82213.359375
Iteration 162Q: 25 clusters Score -1.358056e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33531 members 
Mstep: Class 3 contains 42429 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28070 members 
Mstep: Class 8 contains 208067 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 15596 members 
Mstep: Class 11 contains 237973 members 
Mstep: Class 12 contains 37381 members 
Mstep: Class 13 contains 5201 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 499 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289941 members 
Mstep: Class 20 contains 14909 members 
Mstep: Class 21 contains 38462 members 
Mstep: Class 22 contains 1065 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805632.000000 Penalty: 82213.359375
Iteration 163Q: 25 clusters Score -1.358056e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33530 members 
Mstep: Class 3 contains 42429 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28070 members 
Mstep: Class 8 contains 208065 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 15603 members 
Mstep: Class 11 contains 237974 members 
Mstep: Class 12 contains 37380 members 
Mstep: Class 13 contains 5200 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 499 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289939 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 38462 members 
Mstep: Class 22 contains 1065 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805680.000000 Penalty: 82213.359375
Iteration 164Q: 25 clusters Score -1.358057e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33530 members 
Mstep: Class 3 contains 42429 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28070 members 
Mstep: Class 8 contains 208064 members 
Mstep: Class 9 contains 419 members 
Mstep: Class 10 contains 15605 members 
Mstep: Class 11 contains 237973 members 
Mstep: Class 12 contains 37379 members 
Mstep: Class 13 contains 5195 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 499 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289945 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 38462 members 
Mstep: Class 22 contains 1066 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805696.000000 Penalty: 82213.359375
Iteration 165Q: 25 clusters Score -1.358057e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33530 members 
Mstep: Class 3 contains 42429 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28070 members 
Mstep: Class 8 contains 208062 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 15611 members 
Mstep: Class 11 contains 237971 members 
Mstep: Class 12 contains 37376 members 
Mstep: Class 13 contains 5194 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 499 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289947 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 38462 members 
Mstep: Class 22 contains 1066 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805680.000000 Penalty: 82213.359375
Iteration 166Q: 25 clusters Score -1.358057e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33530 members 
Mstep: Class 3 contains 42426 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208059 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 15616 members 
Mstep: Class 11 contains 237969 members 
Mstep: Class 12 contains 37379 members 
Mstep: Class 13 contains 5191 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 499 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289950 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 38463 members 
Mstep: Class 22 contains 1066 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805744.000000 Penalty: 82213.359375
Iteration 167Q: 25 clusters Score -1.358057e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33530 members 
Mstep: Class 3 contains 42421 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28068 members 
Mstep: Class 8 contains 208061 members 
Mstep: Class 9 contains 394 members 
Mstep: Class 10 contains 15618 members 
Mstep: Class 11 contains 237970 members 
Mstep: Class 12 contains 37379 members 
Mstep: Class 13 contains 5186 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 499 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289956 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 38463 members 
Mstep: Class 22 contains 1067 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805744.000000 Penalty: 82213.359375
Iteration 168Q: 25 clusters Score -1.358057e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33529 members 
Mstep: Class 3 contains 42420 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28068 members 
Mstep: Class 8 contains 208064 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 15621 members 
Mstep: Class 11 contains 237968 members 
Mstep: Class 12 contains 37380 members 
Mstep: Class 13 contains 5182 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 499 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289957 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 38463 members 
Mstep: Class 22 contains 1068 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805760.000000 Penalty: 82213.359375
Iteration 169Q: 25 clusters Score -1.358058e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33528 members 
Mstep: Class 3 contains 42419 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208061 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 15621 members 
Mstep: Class 11 contains 237969 members 
Mstep: Class 12 contains 37381 members 
Mstep: Class 13 contains 5178 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 499 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289961 members 
Mstep: Class 20 contains 14910 members 
Mstep: Class 21 contains 38463 members 
Mstep: Class 22 contains 1069 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805856.000000 Penalty: 82213.359375
Iteration 170Q: 25 clusters Score -1.358059e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33529 members 
Mstep: Class 3 contains 42419 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208058 members 
Mstep: Class 9 contains 359 members 
Mstep: Class 10 contains 15621 members 
Mstep: Class 11 contains 237971 members 
Mstep: Class 12 contains 37383 members 
Mstep: Class 13 contains 5172 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289963 members 
Mstep: Class 20 contains 14911 members 
Mstep: Class 21 contains 38463 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805888.000000 Penalty: 82213.359375
Iteration 171Q: 25 clusters Score -1.358059e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33530 members 
Mstep: Class 3 contains 42419 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208058 members 
Mstep: Class 9 contains 357 members 
Mstep: Class 10 contains 15621 members 
Mstep: Class 11 contains 237971 members 
Mstep: Class 12 contains 37384 members 
Mstep: Class 13 contains 5168 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289966 members 
Mstep: Class 20 contains 14910 members 
Mstep: Class 21 contains 38463 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805872.000000 Penalty: 82213.359375
Iteration 172Q: 25 clusters Score -1.358059e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33530 members 
Mstep: Class 3 contains 42418 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208057 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 15621 members 
Mstep: Class 11 contains 237970 members 
Mstep: Class 12 contains 37384 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289969 members 
Mstep: Class 20 contains 14911 members 
Mstep: Class 21 contains 38464 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805824.000000 Penalty: 82213.359375
Iteration 173Q: 25 clusters Score -1.358058e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33530 members 
Mstep: Class 3 contains 42417 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208057 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 15621 members 
Mstep: Class 11 contains 237970 members 
Mstep: Class 12 contains 37384 members 
Mstep: Class 13 contains 5165 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289971 members 
Mstep: Class 20 contains 14911 members 
Mstep: Class 21 contains 38464 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805888.000000 Penalty: 82213.359375
Iteration 174Q: 25 clusters Score -1.358059e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33529 members 
Mstep: Class 3 contains 42416 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28070 members 
Mstep: Class 8 contains 208061 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 15621 members 
Mstep: Class 11 contains 237969 members 
Mstep: Class 12 contains 37384 members 
Mstep: Class 13 contains 5161 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289975 members 
Mstep: Class 20 contains 14910 members 
Mstep: Class 21 contains 38463 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805904.000000 Penalty: 82213.359375
Iteration 175Q: 25 clusters Score -1.358059e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33529 members 
Mstep: Class 3 contains 42414 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28070 members 
Mstep: Class 8 contains 208062 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 15621 members 
Mstep: Class 11 contains 237968 members 
Mstep: Class 12 contains 37384 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289978 members 
Mstep: Class 20 contains 14910 members 
Mstep: Class 21 contains 38463 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805904.000000 Penalty: 82213.359375
Iteration 176Q: 25 clusters Score -1.358059e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33529 members 
Mstep: Class 3 contains 42414 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28070 members 
Mstep: Class 8 contains 208064 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 15621 members 
Mstep: Class 11 contains 237969 members 
Mstep: Class 12 contains 37386 members 
Mstep: Class 13 contains 5157 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289976 members 
Mstep: Class 20 contains 14910 members 
Mstep: Class 21 contains 38463 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805920.000000 Penalty: 82213.359375
Iteration 177Q: 25 clusters Score -1.358059e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33529 members 
Mstep: Class 3 contains 42414 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28070 members 
Mstep: Class 8 contains 208066 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 15622 members 
Mstep: Class 11 contains 237969 members 
Mstep: Class 12 contains 37387 members 
Mstep: Class 13 contains 5154 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289977 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 38463 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805952.000000 Penalty: 82213.359375
Iteration 178Q: 25 clusters Score -1.35806e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33529 members 
Mstep: Class 3 contains 42414 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28070 members 
Mstep: Class 8 contains 208066 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 15625 members 
Mstep: Class 11 contains 237969 members 
Mstep: Class 12 contains 37387 members 
Mstep: Class 13 contains 5150 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289978 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 38463 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805936.000000 Penalty: 82213.359375
Iteration 179Q: 25 clusters Score -1.358059e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33529 members 
Mstep: Class 3 contains 42414 members 
Mstep: Class 4 contains 5388 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28070 members 
Mstep: Class 8 contains 208064 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 15629 members 
Mstep: Class 11 contains 237967 members 
Mstep: Class 12 contains 37387 members 
Mstep: Class 13 contains 5151 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289979 members 
Mstep: Class 20 contains 14907 members 
Mstep: Class 21 contains 38463 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805952.000000 Penalty: 82213.359375
Iteration 180F: 25 clusters Score -1.35806e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33529 members 
Mstep: Class 3 contains 42414 members 
Mstep: Class 4 contains 5388 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28070 members 
Mstep: Class 8 contains 208064 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15632 members 
Mstep: Class 11 contains 237966 members 
Mstep: Class 12 contains 37387 members 
Mstep: Class 13 contains 5151 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289979 members 
Mstep: Class 20 contains 14906 members 
Mstep: Class 21 contains 38462 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805920.000000 Penalty: 82213.359375
Iteration 181Q: 25 clusters Score -1.358059e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33529 members 
Mstep: Class 3 contains 42414 members 
Mstep: Class 4 contains 5388 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28070 members 
Mstep: Class 8 contains 208064 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 237963 members 
Mstep: Class 12 contains 37387 members 
Mstep: Class 13 contains 5150 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289978 members 
Mstep: Class 20 contains 14907 members 
Mstep: Class 21 contains 38462 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805920.000000 Penalty: 82213.359375
Iteration 182Q: 25 clusters Score -1.358059e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33529 members 
Mstep: Class 3 contains 42414 members 
Mstep: Class 4 contains 5388 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208063 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15641 members 
Mstep: Class 11 contains 237961 members 
Mstep: Class 12 contains 37386 members 
Mstep: Class 13 contains 5150 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289976 members 
Mstep: Class 20 contains 14909 members 
Mstep: Class 21 contains 38462 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805888.000000 Penalty: 82213.359375
Iteration 183Q: 25 clusters Score -1.358059e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33528 members 
Mstep: Class 3 contains 42414 members 
Mstep: Class 4 contains 5388 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208062 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15645 members 
Mstep: Class 11 contains 237959 members 
Mstep: Class 12 contains 37387 members 
Mstep: Class 13 contains 5150 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289974 members 
Mstep: Class 20 contains 14911 members 
Mstep: Class 21 contains 38461 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805888.000000 Penalty: 82213.359375
Iteration 184Q: 25 clusters Score -1.358059e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33527 members 
Mstep: Class 3 contains 42414 members 
Mstep: Class 4 contains 5388 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208061 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15652 members 
Mstep: Class 11 contains 237955 members 
Mstep: Class 12 contains 37390 members 
Mstep: Class 13 contains 5150 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289970 members 
Mstep: Class 20 contains 14911 members 
Mstep: Class 21 contains 38461 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805872.000000 Penalty: 82213.359375
Iteration 185Q: 25 clusters Score -1.358059e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33526 members 
Mstep: Class 3 contains 42414 members 
Mstep: Class 4 contains 5388 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208059 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15654 members 
Mstep: Class 11 contains 237955 members 
Mstep: Class 12 contains 37391 members 
Mstep: Class 13 contains 5150 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289969 members 
Mstep: Class 20 contains 14912 members 
Mstep: Class 21 contains 38461 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805920.000000 Penalty: 82213.359375
Iteration 186Q: 25 clusters Score -1.358059e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33526 members 
Mstep: Class 3 contains 42414 members 
Mstep: Class 4 contains 5388 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208059 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15659 members 
Mstep: Class 11 contains 237950 members 
Mstep: Class 12 contains 37395 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289967 members 
Mstep: Class 20 contains 14912 members 
Mstep: Class 21 contains 38460 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805936.000000 Penalty: 82213.359375
Iteration 187Q: 25 clusters Score -1.358059e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33526 members 
Mstep: Class 3 contains 42414 members 
Mstep: Class 4 contains 5388 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208055 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15664 members 
Mstep: Class 11 contains 237948 members 
Mstep: Class 12 contains 37398 members 
Mstep: Class 13 contains 5147 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12898 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289967 members 
Mstep: Class 20 contains 14912 members 
Mstep: Class 21 contains 38459 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805952.000000 Penalty: 82213.359375
Iteration 188Q: 25 clusters Score -1.35806e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33525 members 
Mstep: Class 3 contains 42413 members 
Mstep: Class 4 contains 5388 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208055 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15668 members 
Mstep: Class 11 contains 237945 members 
Mstep: Class 12 contains 37399 members 
Mstep: Class 13 contains 5142 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12898 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289972 members 
Mstep: Class 20 contains 14912 members 
Mstep: Class 21 contains 38459 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805920.000000 Penalty: 82213.359375
Iteration 189Q: 25 clusters Score -1.358059e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33525 members 
Mstep: Class 3 contains 42412 members 
Mstep: Class 4 contains 5388 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208054 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15669 members 
Mstep: Class 11 contains 237943 members 
Mstep: Class 12 contains 37402 members 
Mstep: Class 13 contains 5135 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12898 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289979 members 
Mstep: Class 20 contains 14912 members 
Mstep: Class 21 contains 38459 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805936.000000 Penalty: 82213.359375
Iteration 190Q: 25 clusters Score -1.358059e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33524 members 
Mstep: Class 3 contains 42411 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208055 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15671 members 
Mstep: Class 11 contains 237942 members 
Mstep: Class 12 contains 37405 members 
Mstep: Class 13 contains 5131 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12898 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289978 members 
Mstep: Class 20 contains 14912 members 
Mstep: Class 21 contains 38460 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805936.000000 Penalty: 82213.359375
Iteration 191Q: 25 clusters Score -1.358059e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33521 members 
Mstep: Class 3 contains 42410 members 
Mstep: Class 4 contains 5390 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208057 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15672 members 
Mstep: Class 11 contains 237941 members 
Mstep: Class 12 contains 37412 members 
Mstep: Class 13 contains 5125 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 289978 members 
Mstep: Class 20 contains 14912 members 
Mstep: Class 21 contains 38461 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805920.000000 Penalty: 82213.359375
Iteration 192Q: 25 clusters Score -1.358059e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33517 members 
Mstep: Class 3 contains 42410 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28070 members 
Mstep: Class 8 contains 208063 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15673 members 
Mstep: Class 11 contains 237941 members 
Mstep: Class 12 contains 37418 members 
Mstep: Class 13 contains 5119 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12896 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289973 members 
Mstep: Class 20 contains 14913 members 
Mstep: Class 21 contains 38462 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135806016.000000 Penalty: 82213.359375
Iteration 193Q: 25 clusters Score -1.35806e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33514 members 
Mstep: Class 3 contains 42410 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 5 contains 6427 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28069 members 
Mstep: Class 8 contains 208069 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15674 members 
Mstep: Class 11 contains 237940 members 
Mstep: Class 12 contains 37429 members 
Mstep: Class 13 contains 5112 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12895 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289966 members 
Mstep: Class 20 contains 14915 members 
Mstep: Class 21 contains 38461 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135806096.000000 Penalty: 82213.359375
Iteration 194Q: 25 clusters Score -1.358061e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33511 members 
Mstep: Class 3 contains 42410 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28068 members 
Mstep: Class 8 contains 208070 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15674 members 
Mstep: Class 11 contains 237942 members 
Mstep: Class 12 contains 37439 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12895 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289960 members 
Mstep: Class 20 contains 14916 members 
Mstep: Class 21 contains 38461 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135806096.000000 Penalty: 82213.359375
Iteration 195Q: 25 clusters Score -1.358061e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33510 members 
Mstep: Class 3 contains 42410 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28068 members 
Mstep: Class 8 contains 208071 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15674 members 
Mstep: Class 11 contains 237941 members 
Mstep: Class 12 contains 37446 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12895 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289954 members 
Mstep: Class 20 contains 14916 members 
Mstep: Class 21 contains 38461 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135806064.000000 Penalty: 82213.359375
Iteration 196Q: 25 clusters Score -1.358061e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33511 members 
Mstep: Class 3 contains 42410 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28067 members 
Mstep: Class 8 contains 208072 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15674 members 
Mstep: Class 11 contains 237939 members 
Mstep: Class 12 contains 37449 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12895 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289953 members 
Mstep: Class 20 contains 14916 members 
Mstep: Class 21 contains 38460 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135806096.000000 Penalty: 82213.359375
Iteration 197Q: 25 clusters Score -1.358061e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33512 members 
Mstep: Class 3 contains 42410 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28067 members 
Mstep: Class 8 contains 208071 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15674 members 
Mstep: Class 11 contains 237940 members 
Mstep: Class 12 contains 37451 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12895 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289950 members 
Mstep: Class 20 contains 14916 members 
Mstep: Class 21 contains 38460 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135806000.000000 Penalty: 82213.359375
Iteration 198Q: 25 clusters Score -1.35806e+08 nChanged 2
Entering ConstructFrom: 
Score: -135806000.000000 Penalty: 82213.359375
Entering ConstructFrom: 
Trying to split cluster 1 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -73486.429688 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -73486.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72019.828125 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -72019.83 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -72275.640625 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -72275.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72333.148438 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -72333.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72348.046875 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -72348.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72374.882812 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -72374.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -72429.515625 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -72429.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -72507.445312 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -72507.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -72624.242188 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -72624.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -72690.382812 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -72690.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -72736.570312 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -72736.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -72779.734375 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -72779.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -72870.921875 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -72870.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -72893.515625 Penalty: 3178.630371
	Iteration 12Q: 3 clusters Score -72893.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -72908.320312 Penalty: 3178.630371
	Iteration 13Q: 3 clusters Score -72908.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -72916.593750 Penalty: 3178.630371
	Iteration 14Q: 3 clusters Score -72916.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -72920.476562 Penalty: 3178.630371
	Iteration 15Q: 3 clusters Score -72920.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -72951.203125 Penalty: 3178.630371
	Iteration 16F: 3 clusters Score -72951.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -73018.468750 Penalty: 3178.630371
	Iteration 17Q: 3 clusters Score -73018.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -73094.257812 Penalty: 3178.630371
	Iteration 18Q: 3 clusters Score -73094.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -73152.328125 Penalty: 3178.630371
	Iteration 19Q: 3 clusters Score -73152.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -73170.351562 Penalty: 3178.630371
	Iteration 20F: 3 clusters Score -73170.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -73185.765625 Penalty: 3178.630371
	Iteration 21Q: 3 clusters Score -73185.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -73201.250000 Penalty: 3178.630371
	Iteration 22Q: 3 clusters Score -73201.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -73210.468750 Penalty: 3178.630371
	Iteration 23Q: 3 clusters Score -73210.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -73219.492188 Penalty: 3178.630371
	Iteration 24Q: 3 clusters Score -73219.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -73224.796875 Penalty: 3178.630371
	Iteration 25Q: 3 clusters Score -73224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -73236.468750 Penalty: 3178.630371
	Iteration 26Q: 3 clusters Score -73236.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -73259.406250 Penalty: 3178.630371
	Iteration 27Q: 3 clusters Score -73259.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -73269.984375 Penalty: 3178.630371
	Iteration 28Q: 3 clusters Score -73269.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -73276.929688 Penalty: 3178.630371
	Iteration 29Q: 3 clusters Score -73276.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -73285.835938 Penalty: 3178.630371
	Iteration 30Q: 3 clusters Score -73285.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -73285.835938 Penalty: 3178.630371
	Iteration 31F: 3 clusters Score -73285.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Entering Unmasked Estep 
Score: -4684506.000000 Penalty: 2584.083008
	Iteration 0F: 2 clusters Score -4684506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -4661685.000000 Penalty: 5168.166016
	Iteration 0F: 3 clusters Score -4661685 nChanged 15115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -4670013.500000 Penalty: 5168.166016
	Iteration 1F: 3 clusters Score -4670014 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -4670587.000000 Penalty: 5168.166016
	Iteration 2Q: 3 clusters Score -4670587 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -4671104.000000 Penalty: 5168.166016
	Iteration 3Q: 3 clusters Score -4671104 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -4671676.000000 Penalty: 5168.166016
	Iteration 4Q: 3 clusters Score -4671676 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -4672377.500000 Penalty: 5168.166016
	Iteration 5Q: 3 clusters Score -4672378 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -4673252.500000 Penalty: 5168.166016
	Iteration 6F: 3 clusters Score -4673252 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -4674390.500000 Penalty: 5168.166016
	Iteration 7F: 3 clusters Score -4674390 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -4675822.000000 Penalty: 5168.166016
	Iteration 8F: 3 clusters Score -4675822 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -4677349.000000 Penalty: 5168.166016
	Iteration 9F: 3 clusters Score -4677349 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -4678626.000000 Penalty: 5168.166016
	Iteration 10F: 3 clusters Score -4678626 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -4679639.000000 Penalty: 5168.166016
	Iteration 11Q: 3 clusters Score -4679639 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -4680312.000000 Penalty: 5168.166016
	Iteration 12Q: 3 clusters Score -4680312 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -4680668.000000 Penalty: 5168.166016
	Iteration 13Q: 3 clusters Score -4680668 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -4680903.500000 Penalty: 5168.166016
	Iteration 14Q: 3 clusters Score -4680904 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -4681098.500000 Penalty: 5168.166016
	Iteration 15Q: 3 clusters Score -4681098 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -4681272.500000 Penalty: 5168.166016
	Iteration 16Q: 3 clusters Score -4681272 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -4681425.500000 Penalty: 5168.166016
	Iteration 17Q: 3 clusters Score -4681426 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -4681577.000000 Penalty: 5168.166016
	Iteration 18Q: 3 clusters Score -4681577 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -4681692.000000 Penalty: 5168.166016
	Iteration 19Q: 3 clusters Score -4681692 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -4681821.500000 Penalty: 5168.166016
	Iteration 20F: 3 clusters Score -4681822 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -4681967.500000 Penalty: 5168.166016
	Iteration 21Q: 3 clusters Score -4681968 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -4682062.000000 Penalty: 5168.166016
	Iteration 22Q: 3 clusters Score -4682062 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -4682156.000000 Penalty: 5168.166016
	Iteration 23Q: 3 clusters Score -4682156 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -4682236.000000 Penalty: 5168.166016
	Iteration 24Q: 3 clusters Score -4682236 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -4682295.000000 Penalty: 5168.166016
	Iteration 25Q: 3 clusters Score -4682295 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -4682362.500000 Penalty: 5168.166016
	Iteration 26Q: 3 clusters Score -4682362 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -4682437.500000 Penalty: 5168.166016
	Iteration 27Q: 3 clusters Score -4682438 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -4682500.000000 Penalty: 5168.166016
	Iteration 28Q: 3 clusters Score -4682500 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -4682524.000000 Penalty: 5168.166016
	Iteration 29Q: 3 clusters Score -4682524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -4682551.000000 Penalty: 5168.166016
	Iteration 30Q: 3 clusters Score -4682551 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -4682570.000000 Penalty: 5168.166016
	Iteration 31Q: 3 clusters Score -4682570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -4682583.500000 Penalty: 5168.166016
	Iteration 32Q: 3 clusters Score -4682584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -4682594.000000 Penalty: 5168.166016
	Iteration 33Q: 3 clusters Score -4682594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -4682590.500000 Penalty: 5168.166016
	Iteration 34Q: 3 clusters Score -4682590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -4682601.000000 Penalty: 5168.166016
	Iteration 35Q: 3 clusters Score -4682601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -4682607.000000 Penalty: 5168.166016
	Iteration 36Q: 3 clusters Score -4682607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -4682602.500000 Penalty: 5168.166016
	Iteration 37Q: 3 clusters Score -4682602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -4682606.500000 Penalty: 5168.166016
	Iteration 38Q: 3 clusters Score -4682606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -4682608.000000 Penalty: 5168.166016
	Iteration 39Q: 3 clusters Score -4682608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -4682608.000000 Penalty: 5168.166016
	Iteration 40F: 3 clusters Score -4682608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Entering Unmasked Estep 
Score: -5736970.000000 Penalty: 2642.474609
	Iteration 0F: 2 clusters Score -5736970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -5708338.500000 Penalty: 5284.949219
	Iteration 0F: 3 clusters Score -5708338 nChanged 19408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -5718994.000000 Penalty: 5284.949219
	Iteration 1F: 3 clusters Score -5718994 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -5719559.000000 Penalty: 5284.949219
	Iteration 2Q: 3 clusters Score -5719559 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -5720129.500000 Penalty: 5284.949219
	Iteration 3Q: 3 clusters Score -5720130 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -5720774.000000 Penalty: 5284.949219
	Iteration 4Q: 3 clusters Score -5720774 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -5721500.500000 Penalty: 5284.949219
	Iteration 5Q: 3 clusters Score -5721500 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -5722376.000000 Penalty: 5284.949219
	Iteration 6Q: 3 clusters Score -5722376 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -5723358.500000 Penalty: 5284.949219
	Iteration 7Q: 3 clusters Score -5723358 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -5724458.500000 Penalty: 5284.949219
	Iteration 8Q: 3 clusters Score -5724458 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -5725724.500000 Penalty: 5284.949219
	Iteration 9F: 3 clusters Score -5725724 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -5727094.500000 Penalty: 5284.949219
	Iteration 10F: 3 clusters Score -5727094 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -5728507.500000 Penalty: 5284.949219
	Iteration 11Q: 3 clusters Score -5728508 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -5730020.000000 Penalty: 5284.949219
	Iteration 12Q: 3 clusters Score -5730020 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -5731375.500000 Penalty: 5284.949219
	Iteration 13Q: 3 clusters Score -5731376 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -5732436.500000 Penalty: 5284.949219
	Iteration 14Q: 3 clusters Score -5732436 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -5733204.500000 Penalty: 5284.949219
	Iteration 15Q: 3 clusters Score -5733204 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -5733696.500000 Penalty: 5284.949219
	Iteration 16Q: 3 clusters Score -5733696 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -5733965.500000 Penalty: 5284.949219
	Iteration 17Q: 3 clusters Score -5733966 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -5734147.000000 Penalty: 5284.949219
	Iteration 18Q: 3 clusters Score -5734147 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -5734283.000000 Penalty: 5284.949219
	Iteration 19Q: 3 clusters Score -5734283 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -5734389.500000 Penalty: 5284.949219
	Iteration 20F: 3 clusters Score -5734390 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -5734465.500000 Penalty: 5284.949219
	Iteration 21Q: 3 clusters Score -5734466 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -5734544.000000 Penalty: 5284.949219
	Iteration 22Q: 3 clusters Score -5734544 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -5734586.000000 Penalty: 5284.949219
	Iteration 23Q: 3 clusters Score -5734586 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -5734615.500000 Penalty: 5284.949219
	Iteration 24Q: 3 clusters Score -5734616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -5734636.500000 Penalty: 5284.949219
	Iteration 25Q: 3 clusters Score -5734636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -5734642.500000 Penalty: 5284.949219
	Iteration 26Q: 3 clusters Score -5734642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -5734655.000000 Penalty: 5284.949219
	Iteration 27Q: 3 clusters Score -5734655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -5734672.500000 Penalty: 5284.949219
	Iteration 28Q: 3 clusters Score -5734672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -5734685.500000 Penalty: 5284.949219
	Iteration 29Q: 3 clusters Score -5734686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -5734687.500000 Penalty: 5284.949219
	Iteration 30Q: 3 clusters Score -5734688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -5734706.000000 Penalty: 5284.949219
	Iteration 31Q: 3 clusters Score -5734706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -5734719.000000 Penalty: 5284.949219
	Iteration 32Q: 3 clusters Score -5734719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -5734729.500000 Penalty: 5284.949219
	Iteration 33Q: 3 clusters Score -5734730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -5734740.000000 Penalty: 5284.949219
	Iteration 34Q: 3 clusters Score -5734740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -5734745.000000 Penalty: 5284.949219
	Iteration 35Q: 3 clusters Score -5734745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -5734748.000000 Penalty: 5284.949219
	Iteration 36Q: 3 clusters Score -5734748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -5734759.000000 Penalty: 5284.949219
	Iteration 37Q: 3 clusters Score -5734759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -5734762.500000 Penalty: 5284.949219
	Iteration 38Q: 3 clusters Score -5734762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -5734760.000000 Penalty: 5284.949219
	Iteration 39Q: 3 clusters Score -5734760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -5734761.500000 Penalty: 5284.949219
	Iteration 40F: 3 clusters Score -5734762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -5734761.500000 Penalty: 5284.949219
	Iteration 41Q: 3 clusters Score -5734762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -5734763.000000 Penalty: 5284.949219
	Iteration 42Q: 3 clusters Score -5734763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -5734769.500000 Penalty: 5284.949219
	Iteration 43Q: 3 clusters Score -5734770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -5734767.000000 Penalty: 5284.949219
	Iteration 44Q: 3 clusters Score -5734767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -5734761.500000 Penalty: 5284.949219
	Iteration 45Q: 3 clusters Score -5734762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -5734771.000000 Penalty: 5284.949219
	Iteration 46Q: 3 clusters Score -5734771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -5734772.000000 Penalty: 5284.949219
	Iteration 47Q: 3 clusters Score -5734772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -5734776.500000 Penalty: 5284.949219
	Iteration 48Q: 3 clusters Score -5734776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -5734780.500000 Penalty: 5284.949219
	Iteration 49Q: 3 clusters Score -5734780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -5734782.000000 Penalty: 5284.949219
	Iteration 50Q: 3 clusters Score -5734782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -5734776.500000 Penalty: 5284.949219
	Iteration 51Q: 3 clusters Score -5734776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -5734776.500000 Penalty: 5284.949219
	Iteration 52F: 3 clusters Score -5734776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Entering Unmasked Estep 
Score: -700530.375000 Penalty: 2130.936523
	Iteration 0F: 2 clusters Score -700530.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -695761.437500 Penalty: 4261.873047
	Iteration 0F: 3 clusters Score -695761.4 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -696899.000000 Penalty: 4261.873047
	Iteration 1F: 3 clusters Score -696899 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -697140.500000 Penalty: 4261.873047
	Iteration 2F: 3 clusters Score -697140.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -697297.625000 Penalty: 4261.873047
	Iteration 3F: 3 clusters Score -697297.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -697426.125000 Penalty: 4261.873047
	Iteration 4Q: 3 clusters Score -697426.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -697525.625000 Penalty: 4261.873047
	Iteration 5Q: 3 clusters Score -697525.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -697621.625000 Penalty: 4261.873047
	Iteration 6Q: 3 clusters Score -697621.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -697720.062500 Penalty: 4261.873047
	Iteration 7Q: 3 clusters Score -697720.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -697808.937500 Penalty: 4261.873047
	Iteration 8Q: 3 clusters Score -697808.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -697885.812500 Penalty: 4261.873047
	Iteration 9Q: 3 clusters Score -697885.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -697961.750000 Penalty: 4261.873047
	Iteration 10Q: 3 clusters Score -697961.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -698040.312500 Penalty: 4261.873047
	Iteration 11Q: 3 clusters Score -698040.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -698128.625000 Penalty: 4261.873047
	Iteration 12Q: 3 clusters Score -698128.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -698211.750000 Penalty: 4261.873047
	Iteration 13Q: 3 clusters Score -698211.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -698299.000000 Penalty: 4261.873047
	Iteration 14Q: 3 clusters Score -698299 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -698384.875000 Penalty: 4261.873047
	Iteration 15Q: 3 clusters Score -698384.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -698449.500000 Penalty: 4261.873047
	Iteration 16Q: 3 clusters Score -698449.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -698509.812500 Penalty: 4261.873047
	Iteration 17Q: 3 clusters Score -698509.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -698558.625000 Penalty: 4261.873047
	Iteration 18Q: 3 clusters Score -698558.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -698601.250000 Penalty: 4261.873047
	Iteration 19Q: 3 clusters Score -698601.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -698634.875000 Penalty: 4261.873047
	Iteration 20F: 3 clusters Score -698634.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -698656.750000 Penalty: 4261.873047
	Iteration 21Q: 3 clusters Score -698656.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -698675.687500 Penalty: 4261.873047
	Iteration 22Q: 3 clusters Score -698675.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -698685.750000 Penalty: 4261.873047
	Iteration 23Q: 3 clusters Score -698685.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -698700.375000 Penalty: 4261.873047
	Iteration 24Q: 3 clusters Score -698700.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -698706.500000 Penalty: 4261.873047
	Iteration 25Q: 3 clusters Score -698706.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -698717.687500 Penalty: 4261.873047
	Iteration 26Q: 3 clusters Score -698717.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -698728.125000 Penalty: 4261.873047
	Iteration 27Q: 3 clusters Score -698728.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -698737.937500 Penalty: 4261.873047
	Iteration 28Q: 3 clusters Score -698737.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -698746.937500 Penalty: 4261.873047
	Iteration 29Q: 3 clusters Score -698746.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -698752.875000 Penalty: 4261.873047
	Iteration 30Q: 3 clusters Score -698752.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -698760.437500 Penalty: 4261.873047
	Iteration 31Q: 3 clusters Score -698760.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -698764.500000 Penalty: 4261.873047
	Iteration 32Q: 3 clusters Score -698764.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -698770.125000 Penalty: 4261.873047
	Iteration 33Q: 3 clusters Score -698770.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -698780.937500 Penalty: 4261.873047
	Iteration 34Q: 3 clusters Score -698780.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -698791.375000 Penalty: 4261.873047
	Iteration 35Q: 3 clusters Score -698791.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -698798.687500 Penalty: 4261.873047
	Iteration 36Q: 3 clusters Score -698798.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -698812.437500 Penalty: 4261.873047
	Iteration 37Q: 3 clusters Score -698812.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -698824.437500 Penalty: 4261.873047
	Iteration 38Q: 3 clusters Score -698824.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -698834.812500 Penalty: 4261.873047
	Iteration 39Q: 3 clusters Score -698834.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -698842.812500 Penalty: 4261.873047
	Iteration 40F: 3 clusters Score -698842.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -698850.937500 Penalty: 4261.873047
	Iteration 41Q: 3 clusters Score -698850.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -698859.687500 Penalty: 4261.873047
	Iteration 42Q: 3 clusters Score -698859.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -698868.187500 Penalty: 4261.873047
	Iteration 43Q: 3 clusters Score -698868.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -698868.750000 Penalty: 4261.873047
	Iteration 44Q: 3 clusters Score -698868.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -698868.812500 Penalty: 4261.873047
	Iteration 45Q: 3 clusters Score -698868.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -698870.687500 Penalty: 4261.873047
	Iteration 46Q: 3 clusters Score -698870.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -698872.625000 Penalty: 4261.873047
	Iteration 47Q: 3 clusters Score -698872.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -698876.687500 Penalty: 4261.873047
	Iteration 48Q: 3 clusters Score -698876.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -698876.937500 Penalty: 4261.873047
	Iteration 49Q: 3 clusters Score -698876.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -698881.125000 Penalty: 4261.873047
	Iteration 50Q: 3 clusters Score -698881.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -698886.437500 Penalty: 4261.873047
	Iteration 51Q: 3 clusters Score -698886.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -698886.937500 Penalty: 4261.873047
	Iteration 52Q: 3 clusters Score -698886.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -698888.937500 Penalty: 4261.873047
	Iteration 53Q: 3 clusters Score -698888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -698889.125000 Penalty: 4261.873047
	Iteration 54Q: 3 clusters Score -698889.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -698889.125000 Penalty: 4261.873047
	Iteration 55F: 3 clusters Score -698889.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Entering Unmasked Estep 
Score: -884731.500000 Penalty: 2174.490723
	Iteration 0F: 2 clusters Score -884731.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -879305.250000 Penalty: 4348.981445
	Iteration 0F: 3 clusters Score -879305.2 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -880639.625000 Penalty: 4348.981445
	Iteration 1F: 3 clusters Score -880639.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -880831.562500 Penalty: 4348.981445
	Iteration 2F: 3 clusters Score -880831.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -880976.875000 Penalty: 4348.981445
	Iteration 3Q: 3 clusters Score -880976.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -881096.062500 Penalty: 4348.981445
	Iteration 4Q: 3 clusters Score -881096.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -881196.375000 Penalty: 4348.981445
	Iteration 5Q: 3 clusters Score -881196.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -881271.750000 Penalty: 4348.981445
	Iteration 6Q: 3 clusters Score -881271.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -881341.125000 Penalty: 4348.981445
	Iteration 7Q: 3 clusters Score -881341.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -881406.062500 Penalty: 4348.981445
	Iteration 8Q: 3 clusters Score -881406.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -881466.312500 Penalty: 4348.981445
	Iteration 9Q: 3 clusters Score -881466.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -881510.312500 Penalty: 4348.981445
	Iteration 10Q: 3 clusters Score -881510.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -881545.875000 Penalty: 4348.981445
	Iteration 11Q: 3 clusters Score -881545.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -881576.625000 Penalty: 4348.981445
	Iteration 12Q: 3 clusters Score -881576.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -881599.062500 Penalty: 4348.981445
	Iteration 13Q: 3 clusters Score -881599.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -881621.062500 Penalty: 4348.981445
	Iteration 14Q: 3 clusters Score -881621.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -881644.375000 Penalty: 4348.981445
	Iteration 15Q: 3 clusters Score -881644.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -881661.562500 Penalty: 4348.981445
	Iteration 16Q: 3 clusters Score -881661.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -881682.187500 Penalty: 4348.981445
	Iteration 17Q: 3 clusters Score -881682.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -881706.125000 Penalty: 4348.981445
	Iteration 18Q: 3 clusters Score -881706.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -881729.312500 Penalty: 4348.981445
	Iteration 19Q: 3 clusters Score -881729.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -881757.000000 Penalty: 4348.981445
	Iteration 20F: 3 clusters Score -881757 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -881777.125000 Penalty: 4348.981445
	Iteration 21Q: 3 clusters Score -881777.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -881796.937500 Penalty: 4348.981445
	Iteration 22Q: 3 clusters Score -881796.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -881817.437500 Penalty: 4348.981445
	Iteration 23Q: 3 clusters Score -881817.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -881839.250000 Penalty: 4348.981445
	Iteration 24Q: 3 clusters Score -881839.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -881866.312500 Penalty: 4348.981445
	Iteration 25Q: 3 clusters Score -881866.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -881888.375000 Penalty: 4348.981445
	Iteration 26Q: 3 clusters Score -881888.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -881913.562500 Penalty: 4348.981445
	Iteration 27Q: 3 clusters Score -881913.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -881940.250000 Penalty: 4348.981445
	Iteration 28Q: 3 clusters Score -881940.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -881963.375000 Penalty: 4348.981445
	Iteration 29Q: 3 clusters Score -881963.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -881996.687500 Penalty: 4348.981445
	Iteration 30Q: 3 clusters Score -881996.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -882029.062500 Penalty: 4348.981445
	Iteration 31Q: 3 clusters Score -882029.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -882062.625000 Penalty: 4348.981445
	Iteration 32Q: 3 clusters Score -882062.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -882096.687500 Penalty: 4348.981445
	Iteration 33Q: 3 clusters Score -882096.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -882128.000000 Penalty: 4348.981445
	Iteration 34Q: 3 clusters Score -882128 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -882171.625000 Penalty: 4348.981445
	Iteration 35Q: 3 clusters Score -882171.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -882211.937500 Penalty: 4348.981445
	Iteration 36Q: 3 clusters Score -882211.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -882250.437500 Penalty: 4348.981445
	Iteration 37Q: 3 clusters Score -882250.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -882282.812500 Penalty: 4348.981445
	Iteration 38Q: 3 clusters Score -882282.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -882323.937500 Penalty: 4348.981445
	Iteration 39Q: 3 clusters Score -882323.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -882365.312500 Penalty: 4348.981445
	Iteration 40F: 3 clusters Score -882365.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -882422.187500 Penalty: 4348.981445
	Iteration 41Q: 3 clusters Score -882422.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -882465.937500 Penalty: 4348.981445
	Iteration 42Q: 3 clusters Score -882465.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -882504.062500 Penalty: 4348.981445
	Iteration 43Q: 3 clusters Score -882504.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -882535.437500 Penalty: 4348.981445
	Iteration 44Q: 3 clusters Score -882535.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -882576.125000 Penalty: 4348.981445
	Iteration 45Q: 3 clusters Score -882576.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -882605.250000 Penalty: 4348.981445
	Iteration 46Q: 3 clusters Score -882605.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -882627.250000 Penalty: 4348.981445
	Iteration 47Q: 3 clusters Score -882627.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -882645.062500 Penalty: 4348.981445
	Iteration 48Q: 3 clusters Score -882645.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -882654.250000 Penalty: 4348.981445
	Iteration 49Q: 3 clusters Score -882654.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -882667.250000 Penalty: 4348.981445
	Iteration 50Q: 3 clusters Score -882667.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -882686.375000 Penalty: 4348.981445
	Iteration 51Q: 3 clusters Score -882686.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -882696.875000 Penalty: 4348.981445
	Iteration 52Q: 3 clusters Score -882696.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -882704.312500 Penalty: 4348.981445
	Iteration 53Q: 3 clusters Score -882704.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -882706.687500 Penalty: 4348.981445
	Iteration 54Q: 3 clusters Score -882706.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -882717.062500 Penalty: 4348.981445
	Iteration 55Q: 3 clusters Score -882717.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -882726.062500 Penalty: 4348.981445
	Iteration 56Q: 3 clusters Score -882726.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -882729.937500 Penalty: 4348.981445
	Iteration 57Q: 3 clusters Score -882729.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -882737.562500 Penalty: 4348.981445
	Iteration 58Q: 3 clusters Score -882737.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -882744.500000 Penalty: 4348.981445
	Iteration 59Q: 3 clusters Score -882744.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -882750.687500 Penalty: 4348.981445
	Iteration 60F: 3 clusters Score -882750.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -882757.250000 Penalty: 4348.981445
	Iteration 61Q: 3 clusters Score -882757.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -882765.375000 Penalty: 4348.981445
	Iteration 62Q: 3 clusters Score -882765.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -882770.875000 Penalty: 4348.981445
	Iteration 63Q: 3 clusters Score -882770.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -882777.625000 Penalty: 4348.981445
	Iteration 64Q: 3 clusters Score -882777.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -882781.750000 Penalty: 4348.981445
	Iteration 65Q: 3 clusters Score -882781.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -882786.562500 Penalty: 4348.981445
	Iteration 66Q: 3 clusters Score -882786.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -882788.687500 Penalty: 4348.981445
	Iteration 67Q: 3 clusters Score -882788.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -882793.687500 Penalty: 4348.981445
	Iteration 68Q: 3 clusters Score -882793.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -882802.375000 Penalty: 4348.981445
	Iteration 69Q: 3 clusters Score -882802.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -882817.125000 Penalty: 4348.981445
	Iteration 70Q: 3 clusters Score -882817.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -882822.875000 Penalty: 4348.981445
	Iteration 71Q: 3 clusters Score -882822.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -882829.375000 Penalty: 4348.981445
	Iteration 72Q: 3 clusters Score -882829.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -882832.000000 Penalty: 4348.981445
	Iteration 73Q: 3 clusters Score -882832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -882833.750000 Penalty: 4348.981445
	Iteration 74Q: 3 clusters Score -882833.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -882839.062500 Penalty: 4348.981445
	Iteration 75Q: 3 clusters Score -882839.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -882843.187500 Penalty: 4348.981445
	Iteration 76Q: 3 clusters Score -882843.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -882844.750000 Penalty: 4348.981445
	Iteration 77Q: 3 clusters Score -882844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -882847.437500 Penalty: 4348.981445
	Iteration 78Q: 3 clusters Score -882847.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -882848.625000 Penalty: 4348.981445
	Iteration 79Q: 3 clusters Score -882848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -882850.000000 Penalty: 4348.981445
	Iteration 80F: 3 clusters Score -882850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -882850.500000 Penalty: 4348.981445
	Iteration 81Q: 3 clusters Score -882850.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -882852.000000 Penalty: 4348.981445
	Iteration 82Q: 3 clusters Score -882852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -882853.750000 Penalty: 4348.981445
	Iteration 83Q: 3 clusters Score -882853.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -882860.687500 Penalty: 4348.981445
	Iteration 84Q: 3 clusters Score -882860.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -882864.312500 Penalty: 4348.981445
	Iteration 85Q: 3 clusters Score -882864.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -882863.250000 Penalty: 4348.981445
	Iteration 86Q: 3 clusters Score -882863.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -882866.000000 Penalty: 4348.981445
	Iteration 87Q: 3 clusters Score -882866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -882869.375000 Penalty: 4348.981445
	Iteration 88Q: 3 clusters Score -882869.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -882869.687500 Penalty: 4348.981445
	Iteration 89Q: 3 clusters Score -882869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -882870.375000 Penalty: 4348.981445
	Iteration 90Q: 3 clusters Score -882870.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -882872.750000 Penalty: 4348.981445
	Iteration 91Q: 3 clusters Score -882872.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -882872.937500 Penalty: 4348.981445
	Iteration 92Q: 3 clusters Score -882872.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -882873.750000 Penalty: 4348.981445
	Iteration 93Q: 3 clusters Score -882873.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -882873.750000 Penalty: 4348.981445
	Iteration 94F: 3 clusters Score -882873.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -657895.375000 Penalty: 2111.866699
	Iteration 0F: 2 clusters Score -657895.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -653445.812500 Penalty: 4223.733398
	Iteration 0F: 3 clusters Score -653445.8 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -654488.437500 Penalty: 4223.733398
	Iteration 1F: 3 clusters Score -654488.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -654771.500000 Penalty: 4223.733398
	Iteration 2F: 3 clusters Score -654771.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -655016.062500 Penalty: 4223.733398
	Iteration 3F: 3 clusters Score -655016.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -655280.875000 Penalty: 4223.733398
	Iteration 4F: 3 clusters Score -655280.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -655514.250000 Penalty: 4223.733398
	Iteration 5F: 3 clusters Score -655514.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -655730.812500 Penalty: 4223.733398
	Iteration 6F: 3 clusters Score -655730.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -655928.062500 Penalty: 4223.733398
	Iteration 7F: 3 clusters Score -655928.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -656094.375000 Penalty: 4223.733398
	Iteration 8Q: 3 clusters Score -656094.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -656216.250000 Penalty: 4223.733398
	Iteration 9Q: 3 clusters Score -656216.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -656322.250000 Penalty: 4223.733398
	Iteration 10Q: 3 clusters Score -656322.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -656398.687500 Penalty: 4223.733398
	Iteration 11Q: 3 clusters Score -656398.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -656455.125000 Penalty: 4223.733398
	Iteration 12Q: 3 clusters Score -656455.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -656515.875000 Penalty: 4223.733398
	Iteration 13Q: 3 clusters Score -656515.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -656568.187500 Penalty: 4223.733398
	Iteration 14Q: 3 clusters Score -656568.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -656611.687500 Penalty: 4223.733398
	Iteration 15Q: 3 clusters Score -656611.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -656650.250000 Penalty: 4223.733398
	Iteration 16Q: 3 clusters Score -656650.2 nChanged 40
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: -656676.625000 Penalty: 4223.733398
	Iteration 17Q: 3 clusters Score -656676.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -656706.250000 Penalty: 4223.733398
	Iteration 18Q: 3 clusters Score -656706.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -656721.562500 Penalty: 4223.733398
	Iteration 19Q: 3 clusters Score -656721.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -656730.062500 Penalty: 4223.733398
	Iteration 20F: 3 clusters Score -656730.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -656737.187500 Penalty: 4223.733398
	Iteration 21Q: 3 clusters Score -656737.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -656745.062500 Penalty: 4223.733398
	Iteration 22Q: 3 clusters Score -656745.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -656754.937500 Penalty: 4223.733398
	Iteration 23Q: 3 clusters Score -656754.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -656760.937500 Penalty: 4223.733398
	Iteration 24Q: 3 clusters Score -656760.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -656766.062500 Penalty: 4223.733398
	Iteration 25Q: 3 clusters Score -656766.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -656768.500000 Penalty: 4223.733398
	Iteration 26Q: 3 clusters Score -656768.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -656771.937500 Penalty: 4223.733398
	Iteration 27Q: 3 clusters Score -656771.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -656773.125000 Penalty: 4223.733398
	Iteration 28Q: 3 clusters Score -656773.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -656773.125000 Penalty: 4223.733398
	Iteration 29F: 3 clusters Score -656773.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Entering Unmasked Estep 
Score: -3929581.250000 Penalty: 2540.102783
	Iteration 0F: 2 clusters Score -3929581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3910435.000000 Penalty: 5080.205566
	Iteration 0F: 3 clusters Score -3910435 nChanged 12590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -3917343.750000 Penalty: 5080.205566
	Iteration 1F: 3 clusters Score -3917344 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3917979.750000 Penalty: 5080.205566
	Iteration 2F: 3 clusters Score -3917980 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -3918624.500000 Penalty: 5080.205566
	Iteration 3F: 3 clusters Score -3918624 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -3919285.500000 Penalty: 5080.205566
	Iteration 4F: 3 clusters Score -3919286 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -3920097.250000 Penalty: 5080.205566
	Iteration 5F: 3 clusters Score -3920097 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -3921071.750000 Penalty: 5080.205566
	Iteration 6F: 3 clusters Score -3921072 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3922300.500000 Penalty: 5080.205566
	Iteration 7F: 3 clusters Score -3922300 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3923614.750000 Penalty: 5080.205566
	Iteration 8F: 3 clusters Score -3923615 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3924898.500000 Penalty: 5080.205566
	Iteration 9F: 3 clusters Score -3924898 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -3925917.500000 Penalty: 5080.205566
	Iteration 10Q: 3 clusters Score -3925918 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -3926564.500000 Penalty: 5080.205566
	Iteration 11Q: 3 clusters Score -3926564 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -3926948.750000 Penalty: 5080.205566
	Iteration 12Q: 3 clusters Score -3926949 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -3927119.500000 Penalty: 5080.205566
	Iteration 13Q: 3 clusters Score -3927120 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -3927229.750000 Penalty: 5080.205566
	Iteration 14Q: 3 clusters Score -3927230 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -3927298.250000 Penalty: 5080.205566
	Iteration 15Q: 3 clusters Score -3927298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -3927320.500000 Penalty: 5080.205566
	Iteration 16Q: 3 clusters Score -3927320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -3927325.000000 Penalty: 5080.205566
	Iteration 17Q: 3 clusters Score -3927325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -3927331.000000 Penalty: 5080.205566
	Iteration 18Q: 3 clusters Score -3927331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -3927339.250000 Penalty: 5080.205566
	Iteration 19Q: 3 clusters Score -3927339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -3927347.250000 Penalty: 5080.205566
	Iteration 20F: 3 clusters Score -3927347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -3927352.250000 Penalty: 5080.205566
	Iteration 21Q: 3 clusters Score -3927352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -3927358.250000 Penalty: 5080.205566
	Iteration 22Q: 3 clusters Score -3927358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -3927355.000000 Penalty: 5080.205566
	Iteration 23Q: 3 clusters Score -3927355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -3927357.250000 Penalty: 5080.205566
	Iteration 24Q: 3 clusters Score -3927357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -3927357.250000 Penalty: 5080.205566
	Iteration 25F: 3 clusters Score -3927357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (208070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208070 members 
Entering Unmasked Estep 
Score: -29055102.000000 Penalty: 3036.916260
	Iteration 0F: 2 clusters Score -2.90551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103650 members 
Mstep: Class 2 contains 104420 members 
Entering Unmasked Estep 
Score: -28931356.000000 Penalty: 6073.832520
	Iteration 0F: 3 clusters Score -2.893136e+07 nChanged 100333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97899 members 
Mstep: Class 2 contains 110171 members 
Entering Unmasked Estep 
Score: -28990036.000000 Penalty: 6073.832520
	Iteration 1F: 3 clusters Score -2.899004e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93920 members 
Mstep: Class 2 contains 114150 members 
Entering Unmasked Estep 
Score: -28991282.000000 Penalty: 6073.832520
	Iteration 2Q: 3 clusters Score -2.899128e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87756 members 
Mstep: Class 2 contains 120314 members 
Entering Unmasked Estep 
Score: -28993616.000000 Penalty: 6073.832520
	Iteration 3Q: 3 clusters Score -2.899362e+07 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78473 members 
Mstep: Class 2 contains 129597 members 
Entering Unmasked Estep 
Score: -28997672.000000 Penalty: 6073.832520
	Iteration 4Q: 3 clusters Score -2.899767e+07 nChanged 13644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64957 members 
Mstep: Class 2 contains 143113 members 
Entering Unmasked Estep 
Score: -29004858.000000 Penalty: 6073.832520
	Iteration 5F: 3 clusters Score -2.900486e+07 nChanged 17807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 160884 members 
Entering Unmasked Estep 
Score: -29017006.000000 Penalty: 6073.832520
	Iteration 6F: 3 clusters Score -2.901701e+07 nChanged 19846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 180728 members 
Entering Unmasked Estep 
Score: -29032216.000000 Penalty: 6073.832520
	Iteration 7F: 3 clusters Score -2.903222e+07 nChanged 15921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 196649 members 
Entering Unmasked Estep 
Score: -29043900.000000 Penalty: 6073.832520
	Iteration 8F: 3 clusters Score -2.90439e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 204577 members 
Entering Unmasked Estep 
Score: -29049358.000000 Penalty: 6073.832520
	Iteration 9Q: 3 clusters Score -2.904936e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 207124 members 
Entering Unmasked Estep 
Score: -29051420.000000 Penalty: 6073.832520
	Iteration 10Q: 3 clusters Score -2.905142e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 207694 members 
Entering Unmasked Estep 
Score: -29051978.000000 Penalty: 6073.832520
	Iteration 11Q: 3 clusters Score -2.905198e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 207813 members 
Entering Unmasked Estep 
Score: -29052176.000000 Penalty: 6073.832520
	Iteration 12Q: 3 clusters Score -2.905218e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 207856 members 
Entering Unmasked Estep 
Score: -29052306.000000 Penalty: 6073.832520
	Iteration 13Q: 3 clusters Score -2.905231e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 207875 members 
Entering Unmasked Estep 
Score: -29052348.000000 Penalty: 6073.832520
	Iteration 14Q: 3 clusters Score -2.905235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 207881 members 
Entering Unmasked Estep 
Score: -29052380.000000 Penalty: 6073.832520
	Iteration 15Q: 3 clusters Score -2.905238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 207881 members 
Entering Unmasked Estep 
Score: -29052384.000000 Penalty: 6073.832520
	Iteration 16Q: 3 clusters Score -2.905238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 207882 members 
Entering Unmasked Estep 
Score: -29052386.000000 Penalty: 6073.832520
	Iteration 17Q: 3 clusters Score -2.905239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 207885 members 
Entering Unmasked Estep 
Score: -29052390.000000 Penalty: 6073.832520
	Iteration 18Q: 3 clusters Score -2.905239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 207886 members 
Entering Unmasked Estep 
Score: -29052404.000000 Penalty: 6073.832520
	Iteration 19Q: 3 clusters Score -2.90524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 207891 members 
Entering Unmasked Estep 
Score: -29052418.000000 Penalty: 6073.832520
	Iteration 20F: 3 clusters Score -2.905242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 207893 members 
Entering Unmasked Estep 
Score: -29052438.000000 Penalty: 6073.832520
	Iteration 21Q: 3 clusters Score -2.905244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 207890 members 
Entering Unmasked Estep 
Score: -29052430.000000 Penalty: 6073.832520
	Iteration 22Q: 3 clusters Score -2.905243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 207891 members 
Entering Unmasked Estep 
Score: -29052432.000000 Penalty: 6073.832520
	Iteration 23Q: 3 clusters Score -2.905243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 207891 members 
Entering Unmasked Estep 
Score: -29052432.000000 Penalty: 6073.832520
	Iteration 24F: 3 clusters Score -2.905243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -43785.046875 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -43785.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42434.796875 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -42434.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42640.160156 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -42640.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42674.125000 Penalty: 2909.768066
	Iteration 2Q: 3 clusters Score -42674.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42681.066406 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -42681.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42687.453125 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -42687.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42690.023438 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -42690.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42690.023438 Penalty: 2909.768066
	Iteration 6F: 3 clusters Score -42690.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Entering Unmasked Estep 
Score: -2198557.000000 Penalty: 2395.620117
	Iteration 0F: 2 clusters Score -2198557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2187132.500000 Penalty: 4791.240234
	Iteration 0F: 3 clusters Score -2187132 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2190787.250000 Penalty: 4791.240234
	Iteration 1F: 3 clusters Score -2190787 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2191187.250000 Penalty: 4791.240234
	Iteration 2F: 3 clusters Score -2191187 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2191531.750000 Penalty: 4791.240234
	Iteration 3Q: 3 clusters Score -2191532 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2191854.000000 Penalty: 4791.240234
	Iteration 4Q: 3 clusters Score -2191854 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2192181.000000 Penalty: 4791.240234
	Iteration 5Q: 3 clusters Score -2192181 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2192484.500000 Penalty: 4791.240234
	Iteration 6Q: 3 clusters Score -2192484 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2192806.250000 Penalty: 4791.240234
	Iteration 7Q: 3 clusters Score -2192806 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2193156.250000 Penalty: 4791.240234
	Iteration 8Q: 3 clusters Score -2193156 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2193546.750000 Penalty: 4791.240234
	Iteration 9Q: 3 clusters Score -2193547 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2193963.750000 Penalty: 4791.240234
	Iteration 10Q: 3 clusters Score -2193964 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2194359.000000 Penalty: 4791.240234
	Iteration 11Q: 3 clusters Score -2194359 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2194653.750000 Penalty: 4791.240234
	Iteration 12Q: 3 clusters Score -2194654 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2194857.750000 Penalty: 4791.240234
	Iteration 13Q: 3 clusters Score -2194858 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2194980.750000 Penalty: 4791.240234
	Iteration 14Q: 3 clusters Score -2194981 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2195055.500000 Penalty: 4791.240234
	Iteration 15Q: 3 clusters Score -2195056 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2195104.250000 Penalty: 4791.240234
	Iteration 16Q: 3 clusters Score -2195104 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2195130.500000 Penalty: 4791.240234
	Iteration 17Q: 3 clusters Score -2195130 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2195162.500000 Penalty: 4791.240234
	Iteration 18Q: 3 clusters Score -2195162 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2195172.250000 Penalty: 4791.240234
	Iteration 19Q: 3 clusters Score -2195172 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2195192.250000 Penalty: 4791.240234
	Iteration 20F: 3 clusters Score -2195192 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2195206.500000 Penalty: 4791.240234
	Iteration 21Q: 3 clusters Score -2195206 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2195220.000000 Penalty: 4791.240234
	Iteration 22Q: 3 clusters Score -2195220 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2195224.750000 Penalty: 4791.240234
	Iteration 23Q: 3 clusters Score -2195225 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2195236.500000 Penalty: 4791.240234
	Iteration 24Q: 3 clusters Score -2195236 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2195265.750000 Penalty: 4791.240234
	Iteration 25Q: 3 clusters Score -2195266 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2195284.000000 Penalty: 4791.240234
	Iteration 26Q: 3 clusters Score -2195284 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2195313.250000 Penalty: 4791.240234
	Iteration 27Q: 3 clusters Score -2195313 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2195343.250000 Penalty: 4791.240234
	Iteration 28Q: 3 clusters Score -2195343 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2195369.000000 Penalty: 4791.240234
	Iteration 29Q: 3 clusters Score -2195369 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2195398.000000 Penalty: 4791.240234
	Iteration 30Q: 3 clusters Score -2195398 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2195415.750000 Penalty: 4791.240234
	Iteration 31Q: 3 clusters Score -2195416 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2195433.750000 Penalty: 4791.240234
	Iteration 32Q: 3 clusters Score -2195434 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2195450.250000 Penalty: 4791.240234
	Iteration 33Q: 3 clusters Score -2195450 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2195480.500000 Penalty: 4791.240234
	Iteration 34Q: 3 clusters Score -2195480 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2195510.250000 Penalty: 4791.240234
	Iteration 35Q: 3 clusters Score -2195510 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2195536.500000 Penalty: 4791.240234
	Iteration 36Q: 3 clusters Score -2195536 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2195561.750000 Penalty: 4791.240234
	Iteration 37Q: 3 clusters Score -2195562 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2195588.500000 Penalty: 4791.240234
	Iteration 38Q: 3 clusters Score -2195588 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2195611.000000 Penalty: 4791.240234
	Iteration 39Q: 3 clusters Score -2195611 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2195638.500000 Penalty: 4791.240234
	Iteration 40F: 3 clusters Score -2195638 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2195666.750000 Penalty: 4791.240234
	Iteration 41Q: 3 clusters Score -2195667 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2195692.750000 Penalty: 4791.240234
	Iteration 42Q: 3 clusters Score -2195693 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2195722.500000 Penalty: 4791.240234
	Iteration 43Q: 3 clusters Score -2195722 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2195740.250000 Penalty: 4791.240234
	Iteration 44Q: 3 clusters Score -2195740 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2195771.000000 Penalty: 4791.240234
	Iteration 45Q: 3 clusters Score -2195771 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2195798.250000 Penalty: 4791.240234
	Iteration 46Q: 3 clusters Score -2195798 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2195827.000000 Penalty: 4791.240234
	Iteration 47Q: 3 clusters Score -2195827 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2195839.500000 Penalty: 4791.240234
	Iteration 48Q: 3 clusters Score -2195840 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2195866.250000 Penalty: 4791.240234
	Iteration 49Q: 3 clusters Score -2195866 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2195879.500000 Penalty: 4791.240234
	Iteration 50Q: 3 clusters Score -2195880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2195895.500000 Penalty: 4791.240234
	Iteration 51Q: 3 clusters Score -2195896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2195910.500000 Penalty: 4791.240234
	Iteration 52Q: 3 clusters Score -2195910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2195923.750000 Penalty: 4791.240234
	Iteration 53Q: 3 clusters Score -2195924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2195948.000000 Penalty: 4791.240234
	Iteration 54Q: 3 clusters Score -2195948 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2195967.250000 Penalty: 4791.240234
	Iteration 55Q: 3 clusters Score -2195967 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2195988.750000 Penalty: 4791.240234
	Iteration 56Q: 3 clusters Score -2195989 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2196009.250000 Penalty: 4791.240234
	Iteration 57Q: 3 clusters Score -2196009 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2196035.750000 Penalty: 4791.240234
	Iteration 58Q: 3 clusters Score -2196036 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2196047.500000 Penalty: 4791.240234
	Iteration 59Q: 3 clusters Score -2196048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2196061.500000 Penalty: 4791.240234
	Iteration 60F: 3 clusters Score -2196062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2196079.750000 Penalty: 4791.240234
	Iteration 61Q: 3 clusters Score -2196080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2196089.000000 Penalty: 4791.240234
	Iteration 62Q: 3 clusters Score -2196089 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2196100.750000 Penalty: 4791.240234
	Iteration 63Q: 3 clusters Score -2196101 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2196115.750000 Penalty: 4791.240234
	Iteration 64Q: 3 clusters Score -2196116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2196122.250000 Penalty: 4791.240234
	Iteration 65Q: 3 clusters Score -2196122 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2196136.750000 Penalty: 4791.240234
	Iteration 66Q: 3 clusters Score -2196137 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2196146.500000 Penalty: 4791.240234
	Iteration 67Q: 3 clusters Score -2196146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2196164.500000 Penalty: 4791.240234
	Iteration 68Q: 3 clusters Score -2196164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2196174.000000 Penalty: 4791.240234
	Iteration 69Q: 3 clusters Score -2196174 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2196191.500000 Penalty: 4791.240234
	Iteration 70Q: 3 clusters Score -2196192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2196209.500000 Penalty: 4791.240234
	Iteration 71Q: 3 clusters Score -2196210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2196221.500000 Penalty: 4791.240234
	Iteration 72Q: 3 clusters Score -2196222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2196238.250000 Penalty: 4791.240234
	Iteration 73Q: 3 clusters Score -2196238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2196243.500000 Penalty: 4791.240234
	Iteration 74Q: 3 clusters Score -2196244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2196260.000000 Penalty: 4791.240234
	Iteration 75Q: 3 clusters Score -2196260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2196270.250000 Penalty: 4791.240234
	Iteration 76Q: 3 clusters Score -2196270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2196272.500000 Penalty: 4791.240234
	Iteration 77Q: 3 clusters Score -2196272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2196280.250000 Penalty: 4791.240234
	Iteration 78Q: 3 clusters Score -2196280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2196288.500000 Penalty: 4791.240234
	Iteration 79Q: 3 clusters Score -2196288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2196293.500000 Penalty: 4791.240234
	Iteration 80F: 3 clusters Score -2196294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2196295.000000 Penalty: 4791.240234
	Iteration 81Q: 3 clusters Score -2196295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2196300.500000 Penalty: 4791.240234
	Iteration 82Q: 3 clusters Score -2196300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2196306.500000 Penalty: 4791.240234
	Iteration 83Q: 3 clusters Score -2196306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2196305.500000 Penalty: 4791.240234
	Iteration 84Q: 3 clusters Score -2196306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2196308.250000 Penalty: 4791.240234
	Iteration 85Q: 3 clusters Score -2196308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2196311.000000 Penalty: 4791.240234
	Iteration 86Q: 3 clusters Score -2196311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2196318.000000 Penalty: 4791.240234
	Iteration 87Q: 3 clusters Score -2196318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2196325.000000 Penalty: 4791.240234
	Iteration 88Q: 3 clusters Score -2196325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2196322.250000 Penalty: 4791.240234
	Iteration 89Q: 3 clusters Score -2196322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2196328.250000 Penalty: 4791.240234
	Iteration 90Q: 3 clusters Score -2196328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2196331.000000 Penalty: 4791.240234
	Iteration 91Q: 3 clusters Score -2196331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2196333.500000 Penalty: 4791.240234
	Iteration 92Q: 3 clusters Score -2196334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2196338.250000 Penalty: 4791.240234
	Iteration 93Q: 3 clusters Score -2196338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2196334.750000 Penalty: 4791.240234
	Iteration 94Q: 3 clusters Score -2196335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2196336.000000 Penalty: 4791.240234
	Iteration 95Q: 3 clusters Score -2196336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2196339.000000 Penalty: 4791.240234
	Iteration 96Q: 3 clusters Score -2196339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2196339.000000 Penalty: 4791.240234
	Iteration 97F: 3 clusters Score -2196339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (237939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237939 members 
Entering Unmasked Estep 
Score: -33126986.000000 Penalty: 3070.182861
	Iteration 0F: 2 clusters Score -3.312699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118891 members 
Mstep: Class 2 contains 119048 members 
Entering Unmasked Estep 
Score: -32989626.000000 Penalty: 6140.365723
	Iteration 0F: 3 clusters Score -3.298963e+07 nChanged 114772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117831 members 
Mstep: Class 2 contains 120108 members 
Entering Unmasked Estep 
Score: -33057074.000000 Penalty: 6140.365723
	Iteration 1F: 3 clusters Score -3.305707e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116606 members 
Mstep: Class 2 contains 121333 members 
Entering Unmasked Estep 
Score: -33058652.000000 Penalty: 6140.365723
	Iteration 2Q: 3 clusters Score -3.305865e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114658 members 
Mstep: Class 2 contains 123281 members 
Entering Unmasked Estep 
Score: -33060738.000000 Penalty: 6140.365723
	Iteration 3Q: 3 clusters Score -3.306074e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111492 members 
Mstep: Class 2 contains 126447 members 
Entering Unmasked Estep 
Score: -33063158.000000 Penalty: 6140.365723
	Iteration 4Q: 3 clusters Score -3.306316e+07 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106733 members 
Mstep: Class 2 contains 131206 members 
Entering Unmasked Estep 
Score: -33067110.000000 Penalty: 6140.365723
	Iteration 5Q: 3 clusters Score -3.306711e+07 nChanged 12764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99863 members 
Mstep: Class 2 contains 138076 members 
Entering Unmasked Estep 
Score: -33072988.000000 Penalty: 6140.365723
	Iteration 6F: 3 clusters Score -3.307299e+07 nChanged 14863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91716 members 
Mstep: Class 2 contains 146223 members 
Entering Unmasked Estep 
Score: -33081662.000000 Penalty: 6140.365723
	Iteration 7F: 3 clusters Score -3.308166e+07 nChanged 16040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84100 members 
Mstep: Class 2 contains 153839 members 
Entering Unmasked Estep 
Score: -33092116.000000 Penalty: 6140.365723
	Iteration 8F: 3 clusters Score -3.309212e+07 nChanged 15226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78748 members 
Mstep: Class 2 contains 159191 members 
Entering Unmasked Estep 
Score: -33101720.000000 Penalty: 6140.365723
	Iteration 9F: 3 clusters Score -3.310172e+07 nChanged 11639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76153 members 
Mstep: Class 2 contains 161786 members 
Entering Unmasked Estep 
Score: -33106332.000000 Penalty: 6140.365723
	Iteration 10Q: 3 clusters Score -3.310633e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74644 members 
Mstep: Class 2 contains 163295 members 
Entering Unmasked Estep 
Score: -33107798.000000 Penalty: 6140.365723
	Iteration 11Q: 3 clusters Score -3.31078e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73522 members 
Mstep: Class 2 contains 164417 members 
Entering Unmasked Estep 
Score: -33107964.000000 Penalty: 6140.365723
	Iteration 12Q: 3 clusters Score -3.310796e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72673 members 
Mstep: Class 2 contains 165266 members 
Entering Unmasked Estep 
Score: -33108138.000000 Penalty: 6140.365723
	Iteration 13Q: 3 clusters Score -3.310814e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72110 members 
Mstep: Class 2 contains 165829 members 
Entering Unmasked Estep 
Score: -33107948.000000 Penalty: 6140.365723
	Iteration 14Q: 3 clusters Score -3.310795e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71780 members 
Mstep: Class 2 contains 166159 members 
Entering Unmasked Estep 
Score: -33108032.000000 Penalty: 6140.365723
	Iteration 15Q: 3 clusters Score -3.310803e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71656 members 
Mstep: Class 2 contains 166283 members 
Entering Unmasked Estep 
Score: -33108074.000000 Penalty: 6140.365723
	Iteration 16Q: 3 clusters Score -3.310807e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71726 members 
Mstep: Class 2 contains 166213 members 
Entering Unmasked Estep 
Score: -33108266.000000 Penalty: 6140.365723
	Iteration 17Q: 3 clusters Score -3.310827e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71975 members 
Mstep: Class 2 contains 165964 members 
Entering Unmasked Estep 
Score: -33108458.000000 Penalty: 6140.365723
	Iteration 18Q: 3 clusters Score -3.310846e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72374 members 
Mstep: Class 2 contains 165565 members 
Entering Unmasked Estep 
Score: -33108318.000000 Penalty: 6140.365723
	Iteration 19Q: 3 clusters Score -3.310832e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 165081 members 
Entering Unmasked Estep 
Score: -33108356.000000 Penalty: 6140.365723
	Iteration 20F: 3 clusters Score -3.310836e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 164455 members 
Entering Unmasked Estep 
Score: -33108358.000000 Penalty: 6140.365723
	Iteration 21Q: 3 clusters Score -3.310836e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74224 members 
Mstep: Class 2 contains 163715 members 
Entering Unmasked Estep 
Score: -33108326.000000 Penalty: 6140.365723
	Iteration 22Q: 3 clusters Score -3.310833e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74999 members 
Mstep: Class 2 contains 162940 members 
Entering Unmasked Estep 
Score: -33108456.000000 Penalty: 6140.365723
	Iteration 23Q: 3 clusters Score -3.310846e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 162036 members 
Entering Unmasked Estep 
Score: -33108570.000000 Penalty: 6140.365723
	Iteration 24Q: 3 clusters Score -3.310857e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76848 members 
Mstep: Class 2 contains 161091 members 
Entering Unmasked Estep 
Score: -33108772.000000 Penalty: 6140.365723
	Iteration 25Q: 3 clusters Score -3.310877e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77727 members 
Mstep: Class 2 contains 160212 members 
Entering Unmasked Estep 
Score: -33108848.000000 Penalty: 6140.365723
	Iteration 26Q: 3 clusters Score -3.310885e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78634 members 
Mstep: Class 2 contains 159305 members 
Entering Unmasked Estep 
Score: -33108808.000000 Penalty: 6140.365723
	Iteration 27Q: 3 clusters Score -3.310881e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79563 members 
Mstep: Class 2 contains 158376 members 
Entering Unmasked Estep 
Score: -33108842.000000 Penalty: 6140.365723
	Iteration 28Q: 3 clusters Score -3.310884e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80547 members 
Mstep: Class 2 contains 157392 members 
Entering Unmasked Estep 
Score: -33108862.000000 Penalty: 6140.365723
	Iteration 29Q: 3 clusters Score -3.310886e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Mstep: Class 2 contains 156343 members 
Entering Unmasked Estep 
Score: -33109028.000000 Penalty: 6140.365723
	Iteration 30Q: 3 clusters Score -3.310903e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 155340 members 
Entering Unmasked Estep 
Score: -33108954.000000 Penalty: 6140.365723
	Iteration 31Q: 3 clusters Score -3.310895e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83564 members 
Mstep: Class 2 contains 154375 members 
Entering Unmasked Estep 
Score: -33109016.000000 Penalty: 6140.365723
	Iteration 32Q: 3 clusters Score -3.310902e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 153322 members 
Entering Unmasked Estep 
Score: -33109130.000000 Penalty: 6140.365723
	Iteration 33Q: 3 clusters Score -3.310913e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85683 members 
Mstep: Class 2 contains 152256 members 
Entering Unmasked Estep 
Score: -33109248.000000 Penalty: 6140.365723
	Iteration 34Q: 3 clusters Score -3.310925e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86849 members 
Mstep: Class 2 contains 151090 members 
Entering Unmasked Estep 
Score: -33109386.000000 Penalty: 6140.365723
	Iteration 35Q: 3 clusters Score -3.310939e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88011 members 
Mstep: Class 2 contains 149928 members 
Entering Unmasked Estep 
Score: -33109572.000000 Penalty: 6140.365723
	Iteration 36Q: 3 clusters Score -3.310957e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89179 members 
Mstep: Class 2 contains 148760 members 
Entering Unmasked Estep 
Score: -33109616.000000 Penalty: 6140.365723
	Iteration 37Q: 3 clusters Score -3.310962e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90265 members 
Mstep: Class 2 contains 147674 members 
Entering Unmasked Estep 
Score: -33109834.000000 Penalty: 6140.365723
	Iteration 38Q: 3 clusters Score -3.310983e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91311 members 
Mstep: Class 2 contains 146628 members 
Entering Unmasked Estep 
Score: -33109812.000000 Penalty: 6140.365723
	Iteration 39Q: 3 clusters Score -3.310981e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92314 members 
Mstep: Class 2 contains 145625 members 
Entering Unmasked Estep 
Score: -33109944.000000 Penalty: 6140.365723
	Iteration 40F: 3 clusters Score -3.310994e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93348 members 
Mstep: Class 2 contains 144591 members 
Entering Unmasked Estep 
Score: -33110072.000000 Penalty: 6140.365723
	Iteration 41Q: 3 clusters Score -3.311007e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94347 members 
Mstep: Class 2 contains 143592 members 
Entering Unmasked Estep 
Score: -33110152.000000 Penalty: 6140.365723
	Iteration 42Q: 3 clusters Score -3.311015e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95355 members 
Mstep: Class 2 contains 142584 members 
Entering Unmasked Estep 
Score: -33110194.000000 Penalty: 6140.365723
	Iteration 43Q: 3 clusters Score -3.311019e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96328 members 
Mstep: Class 2 contains 141611 members 
Entering Unmasked Estep 
Score: -33110266.000000 Penalty: 6140.365723
	Iteration 44Q: 3 clusters Score -3.311027e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97192 members 
Mstep: Class 2 contains 140747 members 
Entering Unmasked Estep 
Score: -33110388.000000 Penalty: 6140.365723
	Iteration 45Q: 3 clusters Score -3.311039e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97948 members 
Mstep: Class 2 contains 139991 members 
Entering Unmasked Estep 
Score: -33110464.000000 Penalty: 6140.365723
	Iteration 46Q: 3 clusters Score -3.311046e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98666 members 
Mstep: Class 2 contains 139273 members 
Entering Unmasked Estep 
Score: -33110554.000000 Penalty: 6140.365723
	Iteration 47Q: 3 clusters Score -3.311055e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99331 members 
Mstep: Class 2 contains 138608 members 
Entering Unmasked Estep 
Score: -33110562.000000 Penalty: 6140.365723
	Iteration 48Q: 3 clusters Score -3.311056e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100008 members 
Mstep: Class 2 contains 137931 members 
Entering Unmasked Estep 
Score: -33110722.000000 Penalty: 6140.365723
	Iteration 49Q: 3 clusters Score -3.311072e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100611 members 
Mstep: Class 2 contains 137328 members 
Entering Unmasked Estep 
Score: -33110824.000000 Penalty: 6140.365723
	Iteration 50Q: 3 clusters Score -3.311082e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101177 members 
Mstep: Class 2 contains 136762 members 
Entering Unmasked Estep 
Score: -33110822.000000 Penalty: 6140.365723
	Iteration 51Q: 3 clusters Score -3.311082e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101727 members 
Mstep: Class 2 contains 136212 members 
Entering Unmasked Estep 
Score: -33110828.000000 Penalty: 6140.365723
	Iteration 52Q: 3 clusters Score -3.311083e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102278 members 
Mstep: Class 2 contains 135661 members 
Entering Unmasked Estep 
Score: -33110798.000000 Penalty: 6140.365723
	Iteration 53Q: 3 clusters Score -3.31108e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102795 members 
Mstep: Class 2 contains 135144 members 
Entering Unmasked Estep 
Score: -33110936.000000 Penalty: 6140.365723
	Iteration 54Q: 3 clusters Score -3.311094e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103233 members 
Mstep: Class 2 contains 134706 members 
Entering Unmasked Estep 
Score: -33110922.000000 Penalty: 6140.365723
	Iteration 55Q: 3 clusters Score -3.311092e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103637 members 
Mstep: Class 2 contains 134302 members 
Entering Unmasked Estep 
Score: -33110926.000000 Penalty: 6140.365723
	Iteration 56Q: 3 clusters Score -3.311093e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104027 members 
Mstep: Class 2 contains 133912 members 
Entering Unmasked Estep 
Score: -33111052.000000 Penalty: 6140.365723
	Iteration 57Q: 3 clusters Score -3.311105e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104445 members 
Mstep: Class 2 contains 133494 members 
Entering Unmasked Estep 
Score: -33111042.000000 Penalty: 6140.365723
	Iteration 58Q: 3 clusters Score -3.311104e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104828 members 
Mstep: Class 2 contains 133111 members 
Entering Unmasked Estep 
Score: -33111068.000000 Penalty: 6140.365723
	Iteration 59Q: 3 clusters Score -3.311107e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105186 members 
Mstep: Class 2 contains 132753 members 
Entering Unmasked Estep 
Score: -33111148.000000 Penalty: 6140.365723
	Iteration 60F: 3 clusters Score -3.311115e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105515 members 
Mstep: Class 2 contains 132424 members 
Entering Unmasked Estep 
Score: -33111162.000000 Penalty: 6140.365723
	Iteration 61Q: 3 clusters Score -3.311116e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105823 members 
Mstep: Class 2 contains 132116 members 
Entering Unmasked Estep 
Score: -33111200.000000 Penalty: 6140.365723
	Iteration 62Q: 3 clusters Score -3.31112e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106136 members 
Mstep: Class 2 contains 131803 members 
Entering Unmasked Estep 
Score: -33111178.000000 Penalty: 6140.365723
	Iteration 63Q: 3 clusters Score -3.311118e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106458 members 
Mstep: Class 2 contains 131481 members 
Entering Unmasked Estep 
Score: -33111248.000000 Penalty: 6140.365723
	Iteration 64Q: 3 clusters Score -3.311125e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106739 members 
Mstep: Class 2 contains 131200 members 
Entering Unmasked Estep 
Score: -33111372.000000 Penalty: 6140.365723
	Iteration 65Q: 3 clusters Score -3.311137e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106991 members 
Mstep: Class 2 contains 130948 members 
Entering Unmasked Estep 
Score: -33111466.000000 Penalty: 6140.365723
	Iteration 66Q: 3 clusters Score -3.311147e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107197 members 
Mstep: Class 2 contains 130742 members 
Entering Unmasked Estep 
Score: -33111548.000000 Penalty: 6140.365723
	Iteration 67Q: 3 clusters Score -3.311155e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107388 members 
Mstep: Class 2 contains 130551 members 
Entering Unmasked Estep 
Score: -33111626.000000 Penalty: 6140.365723
	Iteration 68Q: 3 clusters Score -3.311163e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107569 members 
Mstep: Class 2 contains 130370 members 
Entering Unmasked Estep 
Score: -33111660.000000 Penalty: 6140.365723
	Iteration 69Q: 3 clusters Score -3.311166e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107735 members 
Mstep: Class 2 contains 130204 members 
Entering Unmasked Estep 
Score: -33111670.000000 Penalty: 6140.365723
	Iteration 70Q: 3 clusters Score -3.311167e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107873 members 
Mstep: Class 2 contains 130066 members 
Entering Unmasked Estep 
Score: -33111660.000000 Penalty: 6140.365723
	Iteration 71Q: 3 clusters Score -3.311166e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107991 members 
Mstep: Class 2 contains 129948 members 
Entering Unmasked Estep 
Score: -33111688.000000 Penalty: 6140.365723
	Iteration 72Q: 3 clusters Score -3.311169e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108088 members 
Mstep: Class 2 contains 129851 members 
Entering Unmasked Estep 
Score: -33111666.000000 Penalty: 6140.365723
	Iteration 73Q: 3 clusters Score -3.311167e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108192 members 
Mstep: Class 2 contains 129747 members 
Entering Unmasked Estep 
Score: -33111744.000000 Penalty: 6140.365723
	Iteration 74Q: 3 clusters Score -3.311174e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108300 members 
Mstep: Class 2 contains 129639 members 
Entering Unmasked Estep 
Score: -33111770.000000 Penalty: 6140.365723
	Iteration 75Q: 3 clusters Score -3.311177e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108431 members 
Mstep: Class 2 contains 129508 members 
Entering Unmasked Estep 
Score: -33111856.000000 Penalty: 6140.365723
	Iteration 76Q: 3 clusters Score -3.311186e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108553 members 
Mstep: Class 2 contains 129386 members 
Entering Unmasked Estep 
Score: -33111888.000000 Penalty: 6140.365723
	Iteration 77Q: 3 clusters Score -3.311189e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108658 members 
Mstep: Class 2 contains 129281 members 
Entering Unmasked Estep 
Score: -33111952.000000 Penalty: 6140.365723
	Iteration 78Q: 3 clusters Score -3.311195e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108755 members 
Mstep: Class 2 contains 129184 members 
Entering Unmasked Estep 
Score: -33111994.000000 Penalty: 6140.365723
	Iteration 79Q: 3 clusters Score -3.311199e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108845 members 
Mstep: Class 2 contains 129094 members 
Entering Unmasked Estep 
Score: -33111992.000000 Penalty: 6140.365723
	Iteration 80F: 3 clusters Score -3.311199e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108914 members 
Mstep: Class 2 contains 129025 members 
Entering Unmasked Estep 
Score: -33112088.000000 Penalty: 6140.365723
	Iteration 81Q: 3 clusters Score -3.311209e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108987 members 
Mstep: Class 2 contains 128952 members 
Entering Unmasked Estep 
Score: -33112022.000000 Penalty: 6140.365723
	Iteration 82Q: 3 clusters Score -3.311202e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109052 members 
Mstep: Class 2 contains 128887 members 
Entering Unmasked Estep 
Score: -33112054.000000 Penalty: 6140.365723
	Iteration 83Q: 3 clusters Score -3.311205e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109120 members 
Mstep: Class 2 contains 128819 members 
Entering Unmasked Estep 
Score: -33112082.000000 Penalty: 6140.365723
	Iteration 84Q: 3 clusters Score -3.311208e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109198 members 
Mstep: Class 2 contains 128741 members 
Entering Unmasked Estep 
Score: -33112104.000000 Penalty: 6140.365723
	Iteration 85Q: 3 clusters Score -3.31121e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109252 members 
Mstep: Class 2 contains 128687 members 
Entering Unmasked Estep 
Score: -33112184.000000 Penalty: 6140.365723
	Iteration 86Q: 3 clusters Score -3.311218e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109313 members 
Mstep: Class 2 contains 128626 members 
Entering Unmasked Estep 
Score: -33112190.000000 Penalty: 6140.365723
	Iteration 87Q: 3 clusters Score -3.311219e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109377 members 
Mstep: Class 2 contains 128562 members 
Entering Unmasked Estep 
Score: -33112274.000000 Penalty: 6140.365723
	Iteration 88Q: 3 clusters Score -3.311227e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109451 members 
Mstep: Class 2 contains 128488 members 
Entering Unmasked Estep 
Score: -33112270.000000 Penalty: 6140.365723
	Iteration 89Q: 3 clusters Score -3.311227e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109485 members 
Mstep: Class 2 contains 128454 members 
Entering Unmasked Estep 
Score: -33112312.000000 Penalty: 6140.365723
	Iteration 90Q: 3 clusters Score -3.311231e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109519 members 
Mstep: Class 2 contains 128420 members 
Entering Unmasked Estep 
Score: -33112340.000000 Penalty: 6140.365723
	Iteration 91Q: 3 clusters Score -3.311234e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109540 members 
Mstep: Class 2 contains 128399 members 
Entering Unmasked Estep 
Score: -33112372.000000 Penalty: 6140.365723
	Iteration 92Q: 3 clusters Score -3.311237e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 128382 members 
Entering Unmasked Estep 
Score: -33112426.000000 Penalty: 6140.365723
	Iteration 93Q: 3 clusters Score -3.311243e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109562 members 
Mstep: Class 2 contains 128377 members 
Entering Unmasked Estep 
Score: -33112448.000000 Penalty: 6140.365723
	Iteration 94Q: 3 clusters Score -3.311245e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109554 members 
Mstep: Class 2 contains 128385 members 
Entering Unmasked Estep 
Score: -33112464.000000 Penalty: 6140.365723
	Iteration 95Q: 3 clusters Score -3.311246e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109552 members 
Mstep: Class 2 contains 128387 members 
Entering Unmasked Estep 
Score: -33112446.000000 Penalty: 6140.365723
	Iteration 96Q: 3 clusters Score -3.311245e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109564 members 
Mstep: Class 2 contains 128375 members 
Entering Unmasked Estep 
Score: -33112468.000000 Penalty: 6140.365723
	Iteration 97Q: 3 clusters Score -3.311247e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109555 members 
Mstep: Class 2 contains 128384 members 
Entering Unmasked Estep 
Score: -33112478.000000 Penalty: 6140.365723
	Iteration 98Q: 3 clusters Score -3.311248e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 128382 members 
Entering Unmasked Estep 
Score: -33112502.000000 Penalty: 6140.365723
	Iteration 99Q: 3 clusters Score -3.31125e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109547 members 
Mstep: Class 2 contains 128392 members 
Entering Unmasked Estep 
Score: -33112498.000000 Penalty: 6140.365723
	Iteration 100F: 3 clusters Score -3.31125e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109548 members 
Mstep: Class 2 contains 128391 members 
Entering Unmasked Estep 
Score: -33112532.000000 Penalty: 6140.365723
	Iteration 101Q: 3 clusters Score -3.311253e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109552 members 
Mstep: Class 2 contains 128387 members 
Entering Unmasked Estep 
Score: -33112570.000000 Penalty: 6140.365723
	Iteration 102Q: 3 clusters Score -3.311257e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109556 members 
Mstep: Class 2 contains 128383 members 
Entering Unmasked Estep 
Score: -33112590.000000 Penalty: 6140.365723
	Iteration 103Q: 3 clusters Score -3.311259e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109556 members 
Mstep: Class 2 contains 128383 members 
Entering Unmasked Estep 
Score: -33112614.000000 Penalty: 6140.365723
	Iteration 104Q: 3 clusters Score -3.311261e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109549 members 
Mstep: Class 2 contains 128390 members 
Entering Unmasked Estep 
Score: -33112622.000000 Penalty: 6140.365723
	Iteration 105Q: 3 clusters Score -3.311262e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109542 members 
Mstep: Class 2 contains 128397 members 
Entering Unmasked Estep 
Score: -33112606.000000 Penalty: 6140.365723
	Iteration 106Q: 3 clusters Score -3.311261e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109540 members 
Mstep: Class 2 contains 128399 members 
Entering Unmasked Estep 
Score: -33112652.000000 Penalty: 6140.365723
	Iteration 107Q: 3 clusters Score -3.311265e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109558 members 
Mstep: Class 2 contains 128381 members 
Entering Unmasked Estep 
Score: -33112694.000000 Penalty: 6140.365723
	Iteration 108Q: 3 clusters Score -3.311269e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109579 members 
Mstep: Class 2 contains 128360 members 
Entering Unmasked Estep 
Score: -33112680.000000 Penalty: 6140.365723
	Iteration 109Q: 3 clusters Score -3.311268e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109616 members 
Mstep: Class 2 contains 128323 members 
Entering Unmasked Estep 
Score: -33112658.000000 Penalty: 6140.365723
	Iteration 110Q: 3 clusters Score -3.311266e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109643 members 
Mstep: Class 2 contains 128296 members 
Entering Unmasked Estep 
Score: -33112672.000000 Penalty: 6140.365723
	Iteration 111Q: 3 clusters Score -3.311267e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109681 members 
Mstep: Class 2 contains 128258 members 
Entering Unmasked Estep 
Score: -33112668.000000 Penalty: 6140.365723
	Iteration 112Q: 3 clusters Score -3.311267e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109716 members 
Mstep: Class 2 contains 128223 members 
Entering Unmasked Estep 
Score: -33112694.000000 Penalty: 6140.365723
	Iteration 113Q: 3 clusters Score -3.311269e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109744 members 
Mstep: Class 2 contains 128195 members 
Entering Unmasked Estep 
Score: -33112702.000000 Penalty: 6140.365723
	Iteration 114Q: 3 clusters Score -3.31127e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109769 members 
Mstep: Class 2 contains 128170 members 
Entering Unmasked Estep 
Score: -33112716.000000 Penalty: 6140.365723
	Iteration 115Q: 3 clusters Score -3.311272e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109786 members 
Mstep: Class 2 contains 128153 members 
Entering Unmasked Estep 
Score: -33112714.000000 Penalty: 6140.365723
	Iteration 116Q: 3 clusters Score -3.311271e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109801 members 
Mstep: Class 2 contains 128138 members 
Entering Unmasked Estep 
Score: -33112738.000000 Penalty: 6140.365723
	Iteration 117Q: 3 clusters Score -3.311274e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109827 members 
Mstep: Class 2 contains 128112 members 
Entering Unmasked Estep 
Score: -33112730.000000 Penalty: 6140.365723
	Iteration 118Q: 3 clusters Score -3.311273e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109843 members 
Mstep: Class 2 contains 128096 members 
Entering Unmasked Estep 
Score: -33112750.000000 Penalty: 6140.365723
	Iteration 119Q: 3 clusters Score -3.311275e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109859 members 
Mstep: Class 2 contains 128080 members 
Entering Unmasked Estep 
Score: -33112764.000000 Penalty: 6140.365723
	Iteration 120F: 3 clusters Score -3.311276e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109877 members 
Mstep: Class 2 contains 128062 members 
Entering Unmasked Estep 
Score: -33112758.000000 Penalty: 6140.365723
	Iteration 121Q: 3 clusters Score -3.311276e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109894 members 
Mstep: Class 2 contains 128045 members 
Entering Unmasked Estep 
Score: -33112790.000000 Penalty: 6140.365723
	Iteration 122Q: 3 clusters Score -3.311279e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109909 members 
Mstep: Class 2 contains 128030 members 
Entering Unmasked Estep 
Score: -33112778.000000 Penalty: 6140.365723
	Iteration 123Q: 3 clusters Score -3.311278e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109925 members 
Mstep: Class 2 contains 128014 members 
Entering Unmasked Estep 
Score: -33112770.000000 Penalty: 6140.365723
	Iteration 124Q: 3 clusters Score -3.311277e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109942 members 
Mstep: Class 2 contains 127997 members 
Entering Unmasked Estep 
Score: -33112790.000000 Penalty: 6140.365723
	Iteration 125Q: 3 clusters Score -3.311279e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109950 members 
Mstep: Class 2 contains 127989 members 
Entering Unmasked Estep 
Score: -33112800.000000 Penalty: 6140.365723
	Iteration 126Q: 3 clusters Score -3.31128e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109950 members 
Mstep: Class 2 contains 127989 members 
Entering Unmasked Estep 
Score: -33112802.000000 Penalty: 6140.365723
	Iteration 127Q: 3 clusters Score -3.31128e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109953 members 
Mstep: Class 2 contains 127986 members 
Entering Unmasked Estep 
Score: -33112790.000000 Penalty: 6140.365723
	Iteration 128Q: 3 clusters Score -3.311279e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109948 members 
Mstep: Class 2 contains 127991 members 
Entering Unmasked Estep 
Score: -33112802.000000 Penalty: 6140.365723
	Iteration 129Q: 3 clusters Score -3.31128e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109950 members 
Mstep: Class 2 contains 127989 members 
Entering Unmasked Estep 
Score: -33112794.000000 Penalty: 6140.365723
	Iteration 130Q: 3 clusters Score -3.311279e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109958 members 
Mstep: Class 2 contains 127981 members 
Entering Unmasked Estep 
Score: -33112802.000000 Penalty: 6140.365723
	Iteration 131Q: 3 clusters Score -3.31128e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109957 members 
Mstep: Class 2 contains 127982 members 
Entering Unmasked Estep 
Score: -33112814.000000 Penalty: 6140.365723
	Iteration 132Q: 3 clusters Score -3.311281e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109954 members 
Mstep: Class 2 contains 127985 members 
Entering Unmasked Estep 
Score: -33112816.000000 Penalty: 6140.365723
	Iteration 133Q: 3 clusters Score -3.311282e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109946 members 
Mstep: Class 2 contains 127993 members 
Entering Unmasked Estep 
Score: -33112826.000000 Penalty: 6140.365723
	Iteration 134Q: 3 clusters Score -3.311283e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109936 members 
Mstep: Class 2 contains 128003 members 
Entering Unmasked Estep 
Score: -33112832.000000 Penalty: 6140.365723
	Iteration 135Q: 3 clusters Score -3.311283e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109929 members 
Mstep: Class 2 contains 128010 members 
Entering Unmasked Estep 
Score: -33112836.000000 Penalty: 6140.365723
	Iteration 136Q: 3 clusters Score -3.311284e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109933 members 
Mstep: Class 2 contains 128006 members 
Entering Unmasked Estep 
Score: -33112854.000000 Penalty: 6140.365723
	Iteration 137Q: 3 clusters Score -3.311285e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109941 members 
Mstep: Class 2 contains 127998 members 
Entering Unmasked Estep 
Score: -33112846.000000 Penalty: 6140.365723
	Iteration 138Q: 3 clusters Score -3.311285e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109938 members 
Mstep: Class 2 contains 128001 members 
Entering Unmasked Estep 
Score: -33112818.000000 Penalty: 6140.365723
	Iteration 139Q: 3 clusters Score -3.311282e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109936 members 
Mstep: Class 2 contains 128003 members 
Entering Unmasked Estep 
Score: -33112832.000000 Penalty: 6140.365723
	Iteration 140F: 3 clusters Score -3.311283e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109936 members 
Mstep: Class 2 contains 128003 members 
Entering Unmasked Estep 
Score: -33112808.000000 Penalty: 6140.365723
	Iteration 141Q: 3 clusters Score -3.311281e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109937 members 
Mstep: Class 2 contains 128002 members 
Entering Unmasked Estep 
Score: -33112818.000000 Penalty: 6140.365723
	Iteration 142Q: 3 clusters Score -3.311282e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109930 members 
Mstep: Class 2 contains 128009 members 
Entering Unmasked Estep 
Score: -33112856.000000 Penalty: 6140.365723
	Iteration 143Q: 3 clusters Score -3.311286e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109925 members 
Mstep: Class 2 contains 128014 members 
Entering Unmasked Estep 
Score: -33112832.000000 Penalty: 6140.365723
	Iteration 144Q: 3 clusters Score -3.311283e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109925 members 
Mstep: Class 2 contains 128014 members 
Entering Unmasked Estep 
Score: -33112844.000000 Penalty: 6140.365723
	Iteration 145Q: 3 clusters Score -3.311284e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109919 members 
Mstep: Class 2 contains 128020 members 
Entering Unmasked Estep 
Score: -33112848.000000 Penalty: 6140.365723
	Iteration 146Q: 3 clusters Score -3.311285e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109917 members 
Mstep: Class 2 contains 128022 members 
Entering Unmasked Estep 
Score: -33112886.000000 Penalty: 6140.365723
	Iteration 147Q: 3 clusters Score -3.311289e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109911 members 
Mstep: Class 2 contains 128028 members 
Entering Unmasked Estep 
Score: -33112860.000000 Penalty: 6140.365723
	Iteration 148Q: 3 clusters Score -3.311286e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109918 members 
Mstep: Class 2 contains 128021 members 
Entering Unmasked Estep 
Score: -33112882.000000 Penalty: 6140.365723
	Iteration 149Q: 3 clusters Score -3.311288e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109926 members 
Mstep: Class 2 contains 128013 members 
Entering Unmasked Estep 
Score: -33112876.000000 Penalty: 6140.365723
	Iteration 150Q: 3 clusters Score -3.311288e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109938 members 
Mstep: Class 2 contains 128001 members 
Entering Unmasked Estep 
Score: -33112868.000000 Penalty: 6140.365723
	Iteration 151Q: 3 clusters Score -3.311287e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109949 members 
Mstep: Class 2 contains 127990 members 
Entering Unmasked Estep 
Score: -33112846.000000 Penalty: 6140.365723
	Iteration 152Q: 3 clusters Score -3.311285e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109962 members 
Mstep: Class 2 contains 127977 members 
Entering Unmasked Estep 
Score: -33112844.000000 Penalty: 6140.365723
	Iteration 153Q: 3 clusters Score -3.311284e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109988 members 
Mstep: Class 2 contains 127951 members 
Entering Unmasked Estep 
Score: -33112846.000000 Penalty: 6140.365723
	Iteration 154Q: 3 clusters Score -3.311285e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109987 members 
Mstep: Class 2 contains 127952 members 
Entering Unmasked Estep 
Score: -33112862.000000 Penalty: 6140.365723
	Iteration 155Q: 3 clusters Score -3.311286e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109994 members 
Mstep: Class 2 contains 127945 members 
Entering Unmasked Estep 
Score: -33112856.000000 Penalty: 6140.365723
	Iteration 156Q: 3 clusters Score -3.311286e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109995 members 
Mstep: Class 2 contains 127944 members 
Entering Unmasked Estep 
Score: -33112838.000000 Penalty: 6140.365723
	Iteration 157Q: 3 clusters Score -3.311284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109990 members 
Mstep: Class 2 contains 127949 members 
Entering Unmasked Estep 
Score: -33112860.000000 Penalty: 6140.365723
	Iteration 158Q: 3 clusters Score -3.311286e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109984 members 
Mstep: Class 2 contains 127955 members 
Entering Unmasked Estep 
Score: -33112850.000000 Penalty: 6140.365723
	Iteration 159Q: 3 clusters Score -3.311285e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109973 members 
Mstep: Class 2 contains 127966 members 
Entering Unmasked Estep 
Score: -33112878.000000 Penalty: 6140.365723
	Iteration 160F: 3 clusters Score -3.311288e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109960 members 
Mstep: Class 2 contains 127979 members 
Entering Unmasked Estep 
Score: -33112882.000000 Penalty: 6140.365723
	Iteration 161Q: 3 clusters Score -3.311288e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109948 members 
Mstep: Class 2 contains 127991 members 
Entering Unmasked Estep 
Score: -33112858.000000 Penalty: 6140.365723
	Iteration 162Q: 3 clusters Score -3.311286e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109939 members 
Mstep: Class 2 contains 128000 members 
Entering Unmasked Estep 
Score: -33112868.000000 Penalty: 6140.365723
	Iteration 163Q: 3 clusters Score -3.311287e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109941 members 
Mstep: Class 2 contains 127998 members 
Entering Unmasked Estep 
Score: -33112854.000000 Penalty: 6140.365723
	Iteration 164Q: 3 clusters Score -3.311285e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109941 members 
Mstep: Class 2 contains 127998 members 
Entering Unmasked Estep 
Score: -33112852.000000 Penalty: 6140.365723
	Iteration 165Q: 3 clusters Score -3.311285e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109943 members 
Mstep: Class 2 contains 127996 members 
Entering Unmasked Estep 
Score: -33112842.000000 Penalty: 6140.365723
	Iteration 166Q: 3 clusters Score -3.311284e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109952 members 
Mstep: Class 2 contains 127987 members 
Entering Unmasked Estep 
Score: -33112844.000000 Penalty: 6140.365723
	Iteration 167Q: 3 clusters Score -3.311284e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109958 members 
Mstep: Class 2 contains 127981 members 
Entering Unmasked Estep 
Score: -33112846.000000 Penalty: 6140.365723
	Iteration 168Q: 3 clusters Score -3.311285e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109975 members 
Mstep: Class 2 contains 127964 members 
Entering Unmasked Estep 
Score: -33112856.000000 Penalty: 6140.365723
	Iteration 169Q: 3 clusters Score -3.311286e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109991 members 
Mstep: Class 2 contains 127948 members 
Entering Unmasked Estep 
Score: -33112856.000000 Penalty: 6140.365723
	Iteration 170Q: 3 clusters Score -3.311286e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110017 members 
Mstep: Class 2 contains 127922 members 
Entering Unmasked Estep 
Score: -33112868.000000 Penalty: 6140.365723
	Iteration 171Q: 3 clusters Score -3.311287e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110043 members 
Mstep: Class 2 contains 127896 members 
Entering Unmasked Estep 
Score: -33112884.000000 Penalty: 6140.365723
	Iteration 172Q: 3 clusters Score -3.311288e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110071 members 
Mstep: Class 2 contains 127868 members 
Entering Unmasked Estep 
Score: -33112902.000000 Penalty: 6140.365723
	Iteration 173Q: 3 clusters Score -3.31129e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110092 members 
Mstep: Class 2 contains 127847 members 
Entering Unmasked Estep 
Score: -33112918.000000 Penalty: 6140.365723
	Iteration 174Q: 3 clusters Score -3.311292e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110106 members 
Mstep: Class 2 contains 127833 members 
Entering Unmasked Estep 
Score: -33112898.000000 Penalty: 6140.365723
	Iteration 175Q: 3 clusters Score -3.31129e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110117 members 
Mstep: Class 2 contains 127822 members 
Entering Unmasked Estep 
Score: -33112914.000000 Penalty: 6140.365723
	Iteration 176Q: 3 clusters Score -3.311291e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110120 members 
Mstep: Class 2 contains 127819 members 
Entering Unmasked Estep 
Score: -33112920.000000 Penalty: 6140.365723
	Iteration 177Q: 3 clusters Score -3.311292e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110122 members 
Mstep: Class 2 contains 127817 members 
Entering Unmasked Estep 
Score: -33112916.000000 Penalty: 6140.365723
	Iteration 178Q: 3 clusters Score -3.311292e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110121 members 
Mstep: Class 2 contains 127818 members 
Entering Unmasked Estep 
Score: -33112938.000000 Penalty: 6140.365723
	Iteration 179Q: 3 clusters Score -3.311294e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110119 members 
Mstep: Class 2 contains 127820 members 
Entering Unmasked Estep 
Score: -33112910.000000 Penalty: 6140.365723
	Iteration 180F: 3 clusters Score -3.311291e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110130 members 
Mstep: Class 2 contains 127809 members 
Entering Unmasked Estep 
Score: -33112928.000000 Penalty: 6140.365723
	Iteration 181Q: 3 clusters Score -3.311293e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110143 members 
Mstep: Class 2 contains 127796 members 
Entering Unmasked Estep 
Score: -33112938.000000 Penalty: 6140.365723
	Iteration 182Q: 3 clusters Score -3.311294e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110163 members 
Mstep: Class 2 contains 127776 members 
Entering Unmasked Estep 
Score: -33112986.000000 Penalty: 6140.365723
	Iteration 183Q: 3 clusters Score -3.311299e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110166 members 
Mstep: Class 2 contains 127773 members 
Entering Unmasked Estep 
Score: -33113016.000000 Penalty: 6140.365723
	Iteration 184Q: 3 clusters Score -3.311302e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110174 members 
Mstep: Class 2 contains 127765 members 
Entering Unmasked Estep 
Score: -33112972.000000 Penalty: 6140.365723
	Iteration 185Q: 3 clusters Score -3.311297e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110178 members 
Mstep: Class 2 contains 127761 members 
Entering Unmasked Estep 
Score: -33112950.000000 Penalty: 6140.365723
	Iteration 186Q: 3 clusters Score -3.311295e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110194 members 
Mstep: Class 2 contains 127745 members 
Entering Unmasked Estep 
Score: -33112962.000000 Penalty: 6140.365723
	Iteration 187Q: 3 clusters Score -3.311296e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110209 members 
Mstep: Class 2 contains 127730 members 
Entering Unmasked Estep 
Score: -33112930.000000 Penalty: 6140.365723
	Iteration 188Q: 3 clusters Score -3.311293e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110224 members 
Mstep: Class 2 contains 127715 members 
Entering Unmasked Estep 
Score: -33112956.000000 Penalty: 6140.365723
	Iteration 189Q: 3 clusters Score -3.311296e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110239 members 
Mstep: Class 2 contains 127700 members 
Entering Unmasked Estep 
Score: -33112930.000000 Penalty: 6140.365723
	Iteration 190Q: 3 clusters Score -3.311293e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110262 members 
Mstep: Class 2 contains 127677 members 
Entering Unmasked Estep 
Score: -33112976.000000 Penalty: 6140.365723
	Iteration 191Q: 3 clusters Score -3.311298e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110279 members 
Mstep: Class 2 contains 127660 members 
Entering Unmasked Estep 
Score: -33112986.000000 Penalty: 6140.365723
	Iteration 192Q: 3 clusters Score -3.311299e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110285 members 
Mstep: Class 2 contains 127654 members 
Entering Unmasked Estep 
Score: -33112986.000000 Penalty: 6140.365723
	Iteration 193Q: 3 clusters Score -3.311299e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110295 members 
Mstep: Class 2 contains 127644 members 
Entering Unmasked Estep 
Score: -33112976.000000 Penalty: 6140.365723
	Iteration 194Q: 3 clusters Score -3.311298e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110308 members 
Mstep: Class 2 contains 127631 members 
Entering Unmasked Estep 
Score: -33112992.000000 Penalty: 6140.365723
	Iteration 195Q: 3 clusters Score -3.311299e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110312 members 
Mstep: Class 2 contains 127627 members 
Entering Unmasked Estep 
Score: -33112968.000000 Penalty: 6140.365723
	Iteration 196Q: 3 clusters Score -3.311297e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110321 members 
Mstep: Class 2 contains 127618 members 
Entering Unmasked Estep 
Score: -33112988.000000 Penalty: 6140.365723
	Iteration 197Q: 3 clusters Score -3.311299e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110324 members 
Mstep: Class 2 contains 127615 members 
Entering Unmasked Estep 
Score: -33112996.000000 Penalty: 6140.365723
	Iteration 198Q: 3 clusters Score -3.3113e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110337 members 
Mstep: Class 2 contains 127602 members 
Entering Unmasked Estep 
Score: -33112988.000000 Penalty: 6140.365723
	Iteration 199Q: 3 clusters Score -3.311299e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110346 members 
Mstep: Class 2 contains 127593 members 
Entering Unmasked Estep 
Score: -33112978.000000 Penalty: 6140.365723
	Iteration 200F: 3 clusters Score -3.311298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110354 members 
Mstep: Class 2 contains 127585 members 
Entering Unmasked Estep 
Score: -33112950.000000 Penalty: 6140.365723
	Iteration 201Q: 3 clusters Score -3.311295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110360 members 
Mstep: Class 2 contains 127579 members 
Entering Unmasked Estep 
Score: -33112970.000000 Penalty: 6140.365723
	Iteration 202Q: 3 clusters Score -3.311297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110370 members 
Mstep: Class 2 contains 127569 members 
Entering Unmasked Estep 
Score: -33113006.000000 Penalty: 6140.365723
	Iteration 203Q: 3 clusters Score -3.311301e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110377 members 
Mstep: Class 2 contains 127562 members 
Entering Unmasked Estep 
Score: -33113010.000000 Penalty: 6140.365723
	Iteration 204Q: 3 clusters Score -3.311301e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110394 members 
Mstep: Class 2 contains 127545 members 
Entering Unmasked Estep 
Score: -33113020.000000 Penalty: 6140.365723
	Iteration 205Q: 3 clusters Score -3.311302e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110403 members 
Mstep: Class 2 contains 127536 members 
Entering Unmasked Estep 
Score: -33113014.000000 Penalty: 6140.365723
	Iteration 206Q: 3 clusters Score -3.311301e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110411 members 
Mstep: Class 2 contains 127528 members 
Entering Unmasked Estep 
Score: -33113018.000000 Penalty: 6140.365723
	Iteration 207Q: 3 clusters Score -3.311302e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110422 members 
Mstep: Class 2 contains 127517 members 
Entering Unmasked Estep 
Score: -33112990.000000 Penalty: 6140.365723
	Iteration 208Q: 3 clusters Score -3.311299e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110422 members 
Mstep: Class 2 contains 127517 members 
Entering Unmasked Estep 
Score: -33113000.000000 Penalty: 6140.365723
	Iteration 209Q: 3 clusters Score -3.3113e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110419 members 
Mstep: Class 2 contains 127520 members 
Entering Unmasked Estep 
Score: -33112998.000000 Penalty: 6140.365723
	Iteration 210Q: 3 clusters Score -3.3113e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110418 members 
Mstep: Class 2 contains 127521 members 
Entering Unmasked Estep 
Score: -33113002.000000 Penalty: 6140.365723
	Iteration 211Q: 3 clusters Score -3.3113e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110426 members 
Mstep: Class 2 contains 127513 members 
Entering Unmasked Estep 
Score: -33112984.000000 Penalty: 6140.365723
	Iteration 212Q: 3 clusters Score -3.311298e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110426 members 
Mstep: Class 2 contains 127513 members 
Entering Unmasked Estep 
Score: -33112988.000000 Penalty: 6140.365723
	Iteration 213Q: 3 clusters Score -3.311299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110429 members 
Mstep: Class 2 contains 127510 members 
Entering Unmasked Estep 
Score: -33112974.000000 Penalty: 6140.365723
	Iteration 214Q: 3 clusters Score -3.311297e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110428 members 
Mstep: Class 2 contains 127511 members 
Entering Unmasked Estep 
Score: -33112982.000000 Penalty: 6140.365723
	Iteration 215Q: 3 clusters Score -3.311298e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110431 members 
Mstep: Class 2 contains 127508 members 
Entering Unmasked Estep 
Score: -33112950.000000 Penalty: 6140.365723
	Iteration 216Q: 3 clusters Score -3.311295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110436 members 
Mstep: Class 2 contains 127503 members 
Entering Unmasked Estep 
Score: -33112954.000000 Penalty: 6140.365723
	Iteration 217Q: 3 clusters Score -3.311295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110437 members 
Mstep: Class 2 contains 127502 members 
Entering Unmasked Estep 
Score: -33112964.000000 Penalty: 6140.365723
	Iteration 218Q: 3 clusters Score -3.311296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110438 members 
Mstep: Class 2 contains 127501 members 
Entering Unmasked Estep 
Score: -33112960.000000 Penalty: 6140.365723
	Iteration 219Q: 3 clusters Score -3.311296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110443 members 
Mstep: Class 2 contains 127496 members 
Entering Unmasked Estep 
Score: -33112962.000000 Penalty: 6140.365723
	Iteration 220F: 3 clusters Score -3.311296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110438 members 
Mstep: Class 2 contains 127501 members 
Entering Unmasked Estep 
Score: -33112960.000000 Penalty: 6140.365723
	Iteration 221Q: 3 clusters Score -3.311296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110431 members 
Mstep: Class 2 contains 127508 members 
Entering Unmasked Estep 
Score: -33112958.000000 Penalty: 6140.365723
	Iteration 222Q: 3 clusters Score -3.311296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110428 members 
Mstep: Class 2 contains 127511 members 
Entering Unmasked Estep 
Score: -33112956.000000 Penalty: 6140.365723
	Iteration 223Q: 3 clusters Score -3.311296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110428 members 
Mstep: Class 2 contains 127511 members 
Entering Unmasked Estep 
Score: -33112956.000000 Penalty: 6140.365723
	Iteration 224Q: 3 clusters Score -3.311296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110429 members 
Mstep: Class 2 contains 127510 members 
Entering Unmasked Estep 
Score: -33112958.000000 Penalty: 6140.365723
	Iteration 225Q: 3 clusters Score -3.311296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110429 members 
Mstep: Class 2 contains 127510 members 
Entering Unmasked Estep 
Score: -33112964.000000 Penalty: 6140.365723
	Iteration 226Q: 3 clusters Score -3.311296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110429 members 
Mstep: Class 2 contains 127510 members 
Entering Unmasked Estep 
Score: -33112980.000000 Penalty: 6140.365723
	Iteration 227Q: 3 clusters Score -3.311298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110429 members 
Mstep: Class 2 contains 127510 members 
Entering Unmasked Estep 
Score: -33112986.000000 Penalty: 6140.365723
	Iteration 228Q: 3 clusters Score -3.311299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110429 members 
Mstep: Class 2 contains 127510 members 
Entering Unmasked Estep 
Score: -33112986.000000 Penalty: 6140.365723
	Iteration 229Q: 3 clusters Score -3.311299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110428 members 
Mstep: Class 2 contains 127511 members 
Entering Unmasked Estep 
Score: -33112968.000000 Penalty: 6140.365723
	Iteration 230Q: 3 clusters Score -3.311297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110429 members 
Mstep: Class 2 contains 127510 members 
Entering Unmasked Estep 
Score: -33112976.000000 Penalty: 6140.365723
	Iteration 231Q: 3 clusters Score -3.311298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110428 members 
Mstep: Class 2 contains 127511 members 
Entering Unmasked Estep 
Score: -33112972.000000 Penalty: 6140.365723
	Iteration 232Q: 3 clusters Score -3.311297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110427 members 
Mstep: Class 2 contains 127512 members 
Entering Unmasked Estep 
Score: -33112988.000000 Penalty: 6140.365723
	Iteration 233Q: 3 clusters Score -3.311299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110426 members 
Mstep: Class 2 contains 127513 members 
Entering Unmasked Estep 
Score: -33112990.000000 Penalty: 6140.365723
	Iteration 234Q: 3 clusters Score -3.311299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110424 members 
Mstep: Class 2 contains 127515 members 
Entering Unmasked Estep 
Score: -33112988.000000 Penalty: 6140.365723
	Iteration 235Q: 3 clusters Score -3.311299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110423 members 
Mstep: Class 2 contains 127516 members 
Entering Unmasked Estep 
Score: -33112996.000000 Penalty: 6140.365723
	Iteration 236Q: 3 clusters Score -3.3113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110419 members 
Mstep: Class 2 contains 127520 members 
Entering Unmasked Estep 
Score: -33112988.000000 Penalty: 6140.365723
	Iteration 237Q: 3 clusters Score -3.311299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110420 members 
Mstep: Class 2 contains 127519 members 
Entering Unmasked Estep 
Score: -33113016.000000 Penalty: 6140.365723
	Iteration 238Q: 3 clusters Score -3.311302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110423 members 
Mstep: Class 2 contains 127516 members 
Entering Unmasked Estep 
Score: -33113010.000000 Penalty: 6140.365723
	Iteration 239Q: 3 clusters Score -3.311301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110417 members 
Mstep: Class 2 contains 127522 members 
Entering Unmasked Estep 
Score: -33113020.000000 Penalty: 6140.365723
	Iteration 240F: 3 clusters Score -3.311302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110412 members 
Mstep: Class 2 contains 127527 members 
Entering Unmasked Estep 
Score: -33113008.000000 Penalty: 6140.365723
	Iteration 241Q: 3 clusters Score -3.311301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110415 members 
Mstep: Class 2 contains 127524 members 
Entering Unmasked Estep 
Score: -33113010.000000 Penalty: 6140.365723
	Iteration 242Q: 3 clusters Score -3.311301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110415 members 
Mstep: Class 2 contains 127524 members 
Entering Unmasked Estep 
Score: -33113010.000000 Penalty: 6140.365723
	Iteration 243Q: 3 clusters Score -3.311301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110413 members 
Mstep: Class 2 contains 127526 members 
Entering Unmasked Estep 
Score: -33112994.000000 Penalty: 6140.365723
	Iteration 244Q: 3 clusters Score -3.311299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110413 members 
Mstep: Class 2 contains 127526 members 
Entering Unmasked Estep 
Score: -33112994.000000 Penalty: 6140.365723
	Iteration 245F: 3 clusters Score -3.311299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Entering Unmasked Estep 
Score: -5271546.500000 Penalty: 2611.642090
	Iteration 0F: 2 clusters Score -5271546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -5246162.000000 Penalty: 5223.284180
	Iteration 0F: 3 clusters Score -5246162 nChanged 17104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -5255436.500000 Penalty: 5223.284180
	Iteration 1F: 3 clusters Score -5255436 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -5255983.000000 Penalty: 5223.284180
	Iteration 2Q: 3 clusters Score -5255983 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -5256461.000000 Penalty: 5223.284180
	Iteration 3Q: 3 clusters Score -5256461 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -5256972.000000 Penalty: 5223.284180
	Iteration 4Q: 3 clusters Score -5256972 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -5257477.000000 Penalty: 5223.284180
	Iteration 5Q: 3 clusters Score -5257477 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -5258084.000000 Penalty: 5223.284180
	Iteration 6Q: 3 clusters Score -5258084 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -5258769.500000 Penalty: 5223.284180
	Iteration 7Q: 3 clusters Score -5258770 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -5259752.000000 Penalty: 5223.284180
	Iteration 8Q: 3 clusters Score -5259752 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -5260974.000000 Penalty: 5223.284180
	Iteration 9F: 3 clusters Score -5260974 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -5262312.000000 Penalty: 5223.284180
	Iteration 10F: 3 clusters Score -5262312 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -5263376.000000 Penalty: 5223.284180
	Iteration 11F: 3 clusters Score -5263376 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -5263997.000000 Penalty: 5223.284180
	Iteration 12Q: 3 clusters Score -5263997 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -5264264.000000 Penalty: 5223.284180
	Iteration 13Q: 3 clusters Score -5264264 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -5264425.500000 Penalty: 5223.284180
	Iteration 14Q: 3 clusters Score -5264426 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -5264563.500000 Penalty: 5223.284180
	Iteration 15Q: 3 clusters Score -5264564 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -5264653.500000 Penalty: 5223.284180
	Iteration 16Q: 3 clusters Score -5264654 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -5264785.500000 Penalty: 5223.284180
	Iteration 17Q: 3 clusters Score -5264786 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -5264904.000000 Penalty: 5223.284180
	Iteration 18Q: 3 clusters Score -5264904 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -5265022.000000 Penalty: 5223.284180
	Iteration 19Q: 3 clusters Score -5265022 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -5265172.500000 Penalty: 5223.284180
	Iteration 20F: 3 clusters Score -5265172 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -5265289.500000 Penalty: 5223.284180
	Iteration 21Q: 3 clusters Score -5265290 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -5265398.500000 Penalty: 5223.284180
	Iteration 22Q: 3 clusters Score -5265398 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -5265514.500000 Penalty: 5223.284180
	Iteration 23Q: 3 clusters Score -5265514 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -5265612.000000 Penalty: 5223.284180
	Iteration 24Q: 3 clusters Score -5265612 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -5265742.500000 Penalty: 5223.284180
	Iteration 25Q: 3 clusters Score -5265742 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -5265854.000000 Penalty: 5223.284180
	Iteration 26Q: 3 clusters Score -5265854 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -5265983.500000 Penalty: 5223.284180
	Iteration 27Q: 3 clusters Score -5265984 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -5266121.000000 Penalty: 5223.284180
	Iteration 28Q: 3 clusters Score -5266121 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -5266269.000000 Penalty: 5223.284180
	Iteration 29Q: 3 clusters Score -5266269 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -5266445.000000 Penalty: 5223.284180
	Iteration 30Q: 3 clusters Score -5266445 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -5266553.500000 Penalty: 5223.284180
	Iteration 31Q: 3 clusters Score -5266554 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -5266673.500000 Penalty: 5223.284180
	Iteration 32Q: 3 clusters Score -5266674 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -5266780.000000 Penalty: 5223.284180
	Iteration 33Q: 3 clusters Score -5266780 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -5266840.000000 Penalty: 5223.284180
	Iteration 34Q: 3 clusters Score -5266840 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -5266911.000000 Penalty: 5223.284180
	Iteration 35Q: 3 clusters Score -5266911 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -5267010.000000 Penalty: 5223.284180
	Iteration 36Q: 3 clusters Score -5267010 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -5267132.000000 Penalty: 5223.284180
	Iteration 37Q: 3 clusters Score -5267132 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -5267230.500000 Penalty: 5223.284180
	Iteration 38Q: 3 clusters Score -5267230 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -5267333.500000 Penalty: 5223.284180
	Iteration 39Q: 3 clusters Score -5267334 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -5267408.500000 Penalty: 5223.284180
	Iteration 40F: 3 clusters Score -5267408 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -5267500.500000 Penalty: 5223.284180
	Iteration 41Q: 3 clusters Score -5267500 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -5267619.000000 Penalty: 5223.284180
	Iteration 42Q: 3 clusters Score -5267619 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -5267706.000000 Penalty: 5223.284180
	Iteration 43Q: 3 clusters Score -5267706 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -5267814.500000 Penalty: 5223.284180
	Iteration 44Q: 3 clusters Score -5267814 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -5267893.000000 Penalty: 5223.284180
	Iteration 45Q: 3 clusters Score -5267893 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -5267990.000000 Penalty: 5223.284180
	Iteration 46Q: 3 clusters Score -5267990 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -5268101.000000 Penalty: 5223.284180
	Iteration 47Q: 3 clusters Score -5268101 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -5268185.500000 Penalty: 5223.284180
	Iteration 48Q: 3 clusters Score -5268186 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -5268292.500000 Penalty: 5223.284180
	Iteration 49Q: 3 clusters Score -5268292 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -5268386.500000 Penalty: 5223.284180
	Iteration 50Q: 3 clusters Score -5268386 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -5268448.500000 Penalty: 5223.284180
	Iteration 51Q: 3 clusters Score -5268448 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -5268534.000000 Penalty: 5223.284180
	Iteration 52Q: 3 clusters Score -5268534 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -5268607.500000 Penalty: 5223.284180
	Iteration 53Q: 3 clusters Score -5268608 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -5268690.000000 Penalty: 5223.284180
	Iteration 54Q: 3 clusters Score -5268690 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -5268768.500000 Penalty: 5223.284180
	Iteration 55Q: 3 clusters Score -5268768 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -5268842.500000 Penalty: 5223.284180
	Iteration 56Q: 3 clusters Score -5268842 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5268940.500000 Penalty: 5223.284180
	Iteration 57Q: 3 clusters Score -5268940 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -5269010.000000 Penalty: 5223.284180
	Iteration 58Q: 3 clusters Score -5269010 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5269078.000000 Penalty: 5223.284180
	Iteration 59Q: 3 clusters Score -5269078 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5269123.500000 Penalty: 5223.284180
	Iteration 60F: 3 clusters Score -5269124 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5269154.500000 Penalty: 5223.284180
	Iteration 61Q: 3 clusters Score -5269154 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5269178.500000 Penalty: 5223.284180
	Iteration 62Q: 3 clusters Score -5269178 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5269209.500000 Penalty: 5223.284180
	Iteration 63Q: 3 clusters Score -5269210 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5269239.000000 Penalty: 5223.284180
	Iteration 64Q: 3 clusters Score -5269239 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5269274.000000 Penalty: 5223.284180
	Iteration 65Q: 3 clusters Score -5269274 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5269298.500000 Penalty: 5223.284180
	Iteration 66Q: 3 clusters Score -5269298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5269313.500000 Penalty: 5223.284180
	Iteration 67Q: 3 clusters Score -5269314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5269324.500000 Penalty: 5223.284180
	Iteration 68Q: 3 clusters Score -5269324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5269348.000000 Penalty: 5223.284180
	Iteration 69Q: 3 clusters Score -5269348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5269348.500000 Penalty: 5223.284180
	Iteration 70Q: 3 clusters Score -5269348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5269362.500000 Penalty: 5223.284180
	Iteration 71Q: 3 clusters Score -5269362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5269376.500000 Penalty: 5223.284180
	Iteration 72Q: 3 clusters Score -5269376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5269383.000000 Penalty: 5223.284180
	Iteration 73Q: 3 clusters Score -5269383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5269383.500000 Penalty: 5223.284180
	Iteration 74Q: 3 clusters Score -5269384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5269375.000000 Penalty: 5223.284180
	Iteration 75Q: 3 clusters Score -5269375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5269368.000000 Penalty: 5223.284180
	Iteration 76Q: 3 clusters Score -5269368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5269373.500000 Penalty: 5223.284180
	Iteration 77Q: 3 clusters Score -5269374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5269376.000000 Penalty: 5223.284180
	Iteration 78Q: 3 clusters Score -5269376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5269380.000000 Penalty: 5223.284180
	Iteration 79Q: 3 clusters Score -5269380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5269384.000000 Penalty: 5223.284180
	Iteration 80F: 3 clusters Score -5269384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5269384.500000 Penalty: 5223.284180
	Iteration 81Q: 3 clusters Score -5269384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5269385.000000 Penalty: 5223.284180
	Iteration 82Q: 3 clusters Score -5269385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5269385.000000 Penalty: 5223.284180
	Iteration 83Q: 3 clusters Score -5269385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5269381.500000 Penalty: 5223.284180
	Iteration 84Q: 3 clusters Score -5269382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5269390.500000 Penalty: 5223.284180
	Iteration 85Q: 3 clusters Score -5269390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5269393.500000 Penalty: 5223.284180
	Iteration 86Q: 3 clusters Score -5269394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5269396.500000 Penalty: 5223.284180
	Iteration 87Q: 3 clusters Score -5269396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5269396.500000 Penalty: 5223.284180
	Iteration 88F: 3 clusters Score -5269396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Entering Unmasked Estep 
Score: -717087.562500 Penalty: 2117.612305
	Iteration 0F: 2 clusters Score -717087.6 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 2616 members 
Entering Unmasked Estep 
Score: -712454.500000 Penalty: 4235.224609
	Iteration 0F: 3 clusters Score -712454.5 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -713579.375000 Penalty: 4235.224609
	Iteration 1F: 3 clusters Score -713579.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -713802.812500 Penalty: 4235.224609
	Iteration 2F: 3 clusters Score -713802.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -713944.875000 Penalty: 4235.224609
	Iteration 3F: 3 clusters Score -713944.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -714050.875000 Penalty: 4235.224609
	Iteration 4Q: 3 clusters Score -714050.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -714133.875000 Penalty: 4235.224609
	Iteration 5Q: 3 clusters Score -714133.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -714202.312500 Penalty: 4235.224609
	Iteration 6Q: 3 clusters Score -714202.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -714251.750000 Penalty: 4235.224609
	Iteration 7Q: 3 clusters Score -714251.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -714303.187500 Penalty: 4235.224609
	Iteration 8Q: 3 clusters Score -714303.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -714356.562500 Penalty: 4235.224609
	Iteration 9Q: 3 clusters Score -714356.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -714400.937500 Penalty: 4235.224609
	Iteration 10Q: 3 clusters Score -714400.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -714435.000000 Penalty: 4235.224609
	Iteration 11Q: 3 clusters Score -714435 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -714471.562500 Penalty: 4235.224609
	Iteration 12Q: 3 clusters Score -714471.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -714507.812500 Penalty: 4235.224609
	Iteration 13Q: 3 clusters Score -714507.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -714546.312500 Penalty: 4235.224609
	Iteration 14Q: 3 clusters Score -714546.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -714588.812500 Penalty: 4235.224609
	Iteration 15Q: 3 clusters Score -714588.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -714636.625000 Penalty: 4235.224609
	Iteration 16Q: 3 clusters Score -714636.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -714680.125000 Penalty: 4235.224609
	Iteration 17Q: 3 clusters Score -714680.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -714725.250000 Penalty: 4235.224609
	Iteration 18Q: 3 clusters Score -714725.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -714769.437500 Penalty: 4235.224609
	Iteration 19Q: 3 clusters Score -714769.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -714810.187500 Penalty: 4235.224609
	Iteration 20F: 3 clusters Score -714810.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -714856.000000 Penalty: 4235.224609
	Iteration 21Q: 3 clusters Score -714856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -714900.187500 Penalty: 4235.224609
	Iteration 22Q: 3 clusters Score -714900.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -714945.125000 Penalty: 4235.224609
	Iteration 23Q: 3 clusters Score -714945.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -714988.250000 Penalty: 4235.224609
	Iteration 24Q: 3 clusters Score -714988.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -715024.000000 Penalty: 4235.224609
	Iteration 25Q: 3 clusters Score -715024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -715048.000000 Penalty: 4235.224609
	Iteration 26Q: 3 clusters Score -715048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -715071.062500 Penalty: 4235.224609
	Iteration 27Q: 3 clusters Score -715071.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -715100.937500 Penalty: 4235.224609
	Iteration 28Q: 3 clusters Score -715100.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -715122.812500 Penalty: 4235.224609
	Iteration 29Q: 3 clusters Score -715122.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -715137.687500 Penalty: 4235.224609
	Iteration 30Q: 3 clusters Score -715137.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -715146.562500 Penalty: 4235.224609
	Iteration 31Q: 3 clusters Score -715146.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -715151.687500 Penalty: 4235.224609
	Iteration 32Q: 3 clusters Score -715151.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -715157.812500 Penalty: 4235.224609
	Iteration 33Q: 3 clusters Score -715157.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -715163.875000 Penalty: 4235.224609
	Iteration 34Q: 3 clusters Score -715163.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -715171.125000 Penalty: 4235.224609
	Iteration 35Q: 3 clusters Score -715171.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -715176.562500 Penalty: 4235.224609
	Iteration 36Q: 3 clusters Score -715176.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -715182.562500 Penalty: 4235.224609
	Iteration 37Q: 3 clusters Score -715182.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -715191.812500 Penalty: 4235.224609
	Iteration 38Q: 3 clusters Score -715191.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -715199.687500 Penalty: 4235.224609
	Iteration 39Q: 3 clusters Score -715199.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -715204.187500 Penalty: 4235.224609
	Iteration 40F: 3 clusters Score -715204.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -715209.250000 Penalty: 4235.224609
	Iteration 41Q: 3 clusters Score -715209.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -715218.187500 Penalty: 4235.224609
	Iteration 42Q: 3 clusters Score -715218.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -715221.500000 Penalty: 4235.224609
	Iteration 43Q: 3 clusters Score -715221.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -715224.875000 Penalty: 4235.224609
	Iteration 44Q: 3 clusters Score -715224.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -715227.687500 Penalty: 4235.224609
	Iteration 45Q: 3 clusters Score -715227.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -715232.000000 Penalty: 4235.224609
	Iteration 46Q: 3 clusters Score -715232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -715239.375000 Penalty: 4235.224609
	Iteration 47Q: 3 clusters Score -715239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -715243.625000 Penalty: 4235.224609
	Iteration 48Q: 3 clusters Score -715243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -715246.187500 Penalty: 4235.224609
	Iteration 49Q: 3 clusters Score -715246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -715248.937500 Penalty: 4235.224609
	Iteration 50Q: 3 clusters Score -715248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -715248.875000 Penalty: 4235.224609
	Iteration 51Q: 3 clusters Score -715248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -715250.000000 Penalty: 4235.224609
	Iteration 52Q: 3 clusters Score -715250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -715250.000000 Penalty: 4235.224609
	Iteration 53F: 3 clusters Score -715250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -57210.496094 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -57210.5 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 250 members 
Entering Unmasked Estep 
Score: -55761.445312 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -55761.45 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55995.410156 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -55995.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -56115.871094 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -56115.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56177.128906 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -56177.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56217.781250 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -56217.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -56247.222656 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -56247.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56271.070312 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -56271.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -56278.238281 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -56278.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -56283.023438 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -56283.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -56283.023438 Penalty: 3060.126709
	Iteration 9F: 3 clusters Score -56283.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Entering Unmasked Estep 
Score: -1055036.750000 Penalty: 2208.179688
	Iteration 0F: 2 clusters Score -1055037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1049030.250000 Penalty: 4416.359375
	Iteration 0F: 3 clusters Score -1049030 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1050614.750000 Penalty: 4416.359375
	Iteration 1F: 3 clusters Score -1050615 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1050855.625000 Penalty: 4416.359375
	Iteration 2F: 3 clusters Score -1050856 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1050994.500000 Penalty: 4416.359375
	Iteration 3Q: 3 clusters Score -1050994 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1051084.375000 Penalty: 4416.359375
	Iteration 4Q: 3 clusters Score -1051084 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1051140.500000 Penalty: 4416.359375
	Iteration 5Q: 3 clusters Score -1051140 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1051190.375000 Penalty: 4416.359375
	Iteration 6Q: 3 clusters Score -1051190 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1051234.125000 Penalty: 4416.359375
	Iteration 7Q: 3 clusters Score -1051234 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1051269.125000 Penalty: 4416.359375
	Iteration 8Q: 3 clusters Score -1051269 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1051312.125000 Penalty: 4416.359375
	Iteration 9Q: 3 clusters Score -1051312 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1051350.250000 Penalty: 4416.359375
	Iteration 10Q: 3 clusters Score -1051350 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1051385.000000 Penalty: 4416.359375
	Iteration 11Q: 3 clusters Score -1051385 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1051424.750000 Penalty: 4416.359375
	Iteration 12Q: 3 clusters Score -1051425 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1051462.750000 Penalty: 4416.359375
	Iteration 13Q: 3 clusters Score -1051463 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1051509.500000 Penalty: 4416.359375
	Iteration 14Q: 3 clusters Score -1051510 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1051564.500000 Penalty: 4416.359375
	Iteration 15Q: 3 clusters Score -1051564 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1051618.875000 Penalty: 4416.359375
	Iteration 16Q: 3 clusters Score -1051619 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1051691.250000 Penalty: 4416.359375
	Iteration 17Q: 3 clusters Score -1051691 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1051774.750000 Penalty: 4416.359375
	Iteration 18Q: 3 clusters Score -1051775 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1051872.000000 Penalty: 4416.359375
	Iteration 19Q: 3 clusters Score -1051872 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1051993.875000 Penalty: 4416.359375
	Iteration 20F: 3 clusters Score -1051994 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1052154.250000 Penalty: 4416.359375
	Iteration 21Q: 3 clusters Score -1052154 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1052318.500000 Penalty: 4416.359375
	Iteration 22Q: 3 clusters Score -1052318 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1052490.000000 Penalty: 4416.359375
	Iteration 23Q: 3 clusters Score -1052490 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1052639.250000 Penalty: 4416.359375
	Iteration 24Q: 3 clusters Score -1052639 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1052756.250000 Penalty: 4416.359375
	Iteration 25Q: 3 clusters Score -1052756 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1052834.625000 Penalty: 4416.359375
	Iteration 26Q: 3 clusters Score -1052835 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1052908.500000 Penalty: 4416.359375
	Iteration 27Q: 3 clusters Score -1052908 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1052956.625000 Penalty: 4416.359375
	Iteration 28Q: 3 clusters Score -1052957 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1052999.125000 Penalty: 4416.359375
	Iteration 29Q: 3 clusters Score -1052999 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1053029.750000 Penalty: 4416.359375
	Iteration 30Q: 3 clusters Score -1053030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1053053.000000 Penalty: 4416.359375
	Iteration 31Q: 3 clusters Score -1053053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1053066.000000 Penalty: 4416.359375
	Iteration 32Q: 3 clusters Score -1053066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1053073.375000 Penalty: 4416.359375
	Iteration 33Q: 3 clusters Score -1053073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1053079.625000 Penalty: 4416.359375
	Iteration 34Q: 3 clusters Score -1053080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1053084.125000 Penalty: 4416.359375
	Iteration 35Q: 3 clusters Score -1053084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1053086.750000 Penalty: 4416.359375
	Iteration 36Q: 3 clusters Score -1053087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1053090.500000 Penalty: 4416.359375
	Iteration 37Q: 3 clusters Score -1053090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1053092.375000 Penalty: 4416.359375
	Iteration 38Q: 3 clusters Score -1053092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1053093.750000 Penalty: 4416.359375
	Iteration 39Q: 3 clusters Score -1053094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1053096.500000 Penalty: 4416.359375
	Iteration 40F: 3 clusters Score -1053096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1053096.750000 Penalty: 4416.359375
	Iteration 41Q: 3 clusters Score -1053097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1053098.250000 Penalty: 4416.359375
	Iteration 42Q: 3 clusters Score -1053098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1053098.250000 Penalty: 4416.359375
	Iteration 43F: 3 clusters Score -1053098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -59812.101562 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -59812.1 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: -58329.679688 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -58329.68 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58559.402344 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -58559.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58654.453125 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -58654.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58692.136719 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -58692.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58713.593750 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -58713.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58722.246094 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -58722.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58738.328125 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -58738.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58762.593750 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -58762.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -58776.074219 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -58776.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -58781.191406 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -58781.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -58792.113281 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -58792.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58804.109375 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -58804.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58818.996094 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -58819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58820.945312 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -58820.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58825.429688 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -58825.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58825.429688 Penalty: 3080.457520
	Iteration 15F: 3 clusters Score -58825.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Entering Unmasked Estep 
Score: -1721554.875000 Penalty: 2347.219482
	Iteration 0F: 2 clusters Score -1721555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1712039.875000 Penalty: 4694.438965
	Iteration 0F: 3 clusters Score -1712040 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1715116.000000 Penalty: 4694.438965
	Iteration 1F: 3 clusters Score -1715116 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1715565.000000 Penalty: 4694.438965
	Iteration 2F: 3 clusters Score -1715565 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1715980.750000 Penalty: 4694.438965
	Iteration 3F: 3 clusters Score -1715981 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1716402.875000 Penalty: 4694.438965
	Iteration 4F: 3 clusters Score -1716403 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1716835.250000 Penalty: 4694.438965
	Iteration 5Q: 3 clusters Score -1716835 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1717290.125000 Penalty: 4694.438965
	Iteration 6F: 3 clusters Score -1717290 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1717693.500000 Penalty: 4694.438965
	Iteration 7Q: 3 clusters Score -1717694 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1718049.375000 Penalty: 4694.438965
	Iteration 8Q: 3 clusters Score -1718049 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1718359.375000 Penalty: 4694.438965
	Iteration 9Q: 3 clusters Score -1718359 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1718614.375000 Penalty: 4694.438965
	Iteration 10Q: 3 clusters Score -1718614 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1718850.625000 Penalty: 4694.438965
	Iteration 11Q: 3 clusters Score -1718851 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1719075.500000 Penalty: 4694.438965
	Iteration 12Q: 3 clusters Score -1719076 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1719278.875000 Penalty: 4694.438965
	Iteration 13Q: 3 clusters Score -1719279 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1719445.250000 Penalty: 4694.438965
	Iteration 14Q: 3 clusters Score -1719445 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1719600.125000 Penalty: 4694.438965
	Iteration 15Q: 3 clusters Score -1719600 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1719747.250000 Penalty: 4694.438965
	Iteration 16Q: 3 clusters Score -1719747 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1719867.875000 Penalty: 4694.438965
	Iteration 17Q: 3 clusters Score -1719868 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1719986.250000 Penalty: 4694.438965
	Iteration 18Q: 3 clusters Score -1719986 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1720110.375000 Penalty: 4694.438965
	Iteration 19Q: 3 clusters Score -1720110 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1720233.875000 Penalty: 4694.438965
	Iteration 20F: 3 clusters Score -1720234 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1720342.250000 Penalty: 4694.438965
	Iteration 21Q: 3 clusters Score -1720342 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1720423.875000 Penalty: 4694.438965
	Iteration 22Q: 3 clusters Score -1720424 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1720486.625000 Penalty: 4694.438965
	Iteration 23Q: 3 clusters Score -1720487 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1720525.000000 Penalty: 4694.438965
	Iteration 24Q: 3 clusters Score -1720525 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1720546.000000 Penalty: 4694.438965
	Iteration 25Q: 3 clusters Score -1720546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1720551.125000 Penalty: 4694.438965
	Iteration 26Q: 3 clusters Score -1720551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1720561.625000 Penalty: 4694.438965
	Iteration 27Q: 3 clusters Score -1720562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1720566.250000 Penalty: 4694.438965
	Iteration 28Q: 3 clusters Score -1720566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1720566.125000 Penalty: 4694.438965
	Iteration 29Q: 3 clusters Score -1720566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1720566.750000 Penalty: 4694.438965
	Iteration 30Q: 3 clusters Score -1720567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1720568.250000 Penalty: 4694.438965
	Iteration 31Q: 3 clusters Score -1720568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1720572.125000 Penalty: 4694.438965
	Iteration 32Q: 3 clusters Score -1720572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1720571.625000 Penalty: 4694.438965
	Iteration 33Q: 3 clusters Score -1720572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1720577.125000 Penalty: 4694.438965
	Iteration 34Q: 3 clusters Score -1720577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1720576.750000 Penalty: 4694.438965
	Iteration 35Q: 3 clusters Score -1720577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1720581.875000 Penalty: 4694.438965
	Iteration 36Q: 3 clusters Score -1720582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1720582.000000 Penalty: 4694.438965
	Iteration 37Q: 3 clusters Score -1720582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1720582.000000 Penalty: 4694.438965
	Iteration 38Q: 3 clusters Score -1720582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1720581.625000 Penalty: 4694.438965
	Iteration 39Q: 3 clusters Score -1720582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1720587.375000 Penalty: 4694.438965
	Iteration 40F: 3 clusters Score -1720587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1720586.375000 Penalty: 4694.438965
	Iteration 41Q: 3 clusters Score -1720586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1720586.125000 Penalty: 4694.438965
	Iteration 42Q: 3 clusters Score -1720586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1720588.000000 Penalty: 4694.438965
	Iteration 43Q: 3 clusters Score -1720588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1720588.000000 Penalty: 4694.438965
	Iteration 44F: 3 clusters Score -1720588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Entering Unmasked Estep 
Score: -558830.312500 Penalty: 2071.316406
	Iteration 0F: 2 clusters Score -558830.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -554790.125000 Penalty: 4142.632812
	Iteration 0F: 3 clusters Score -554790.1 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -555736.312500 Penalty: 4142.632812
	Iteration 1F: 3 clusters Score -555736.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -555922.375000 Penalty: 4142.632812
	Iteration 2F: 3 clusters Score -555922.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -556028.250000 Penalty: 4142.632812
	Iteration 3Q: 3 clusters Score -556028.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -556122.750000 Penalty: 4142.632812
	Iteration 4Q: 3 clusters Score -556122.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -556200.062500 Penalty: 4142.632812
	Iteration 5Q: 3 clusters Score -556200.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -556276.000000 Penalty: 4142.632812
	Iteration 6Q: 3 clusters Score -556276 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -556338.125000 Penalty: 4142.632812
	Iteration 7Q: 3 clusters Score -556338.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -556394.375000 Penalty: 4142.632812
	Iteration 8Q: 3 clusters Score -556394.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -556458.500000 Penalty: 4142.632812
	Iteration 9Q: 3 clusters Score -556458.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -556527.437500 Penalty: 4142.632812
	Iteration 10Q: 3 clusters Score -556527.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -556596.437500 Penalty: 4142.632812
	Iteration 11Q: 3 clusters Score -556596.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -556668.625000 Penalty: 4142.632812
	Iteration 12Q: 3 clusters Score -556668.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -556734.562500 Penalty: 4142.632812
	Iteration 13Q: 3 clusters Score -556734.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -556806.125000 Penalty: 4142.632812
	Iteration 14Q: 3 clusters Score -556806.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -556857.375000 Penalty: 4142.632812
	Iteration 15Q: 3 clusters Score -556857.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -556904.500000 Penalty: 4142.632812
	Iteration 16Q: 3 clusters Score -556904.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -556948.625000 Penalty: 4142.632812
	Iteration 17Q: 3 clusters Score -556948.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -556991.187500 Penalty: 4142.632812
	Iteration 18Q: 3 clusters Score -556991.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -557024.062500 Penalty: 4142.632812
	Iteration 19Q: 3 clusters Score -557024.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -557053.250000 Penalty: 4142.632812
	Iteration 20F: 3 clusters Score -557053.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -557084.875000 Penalty: 4142.632812
	Iteration 21Q: 3 clusters Score -557084.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -557108.875000 Penalty: 4142.632812
	Iteration 22Q: 3 clusters Score -557108.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -557127.625000 Penalty: 4142.632812
	Iteration 23Q: 3 clusters Score -557127.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -557146.687500 Penalty: 4142.632812
	Iteration 24Q: 3 clusters Score -557146.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -557164.062500 Penalty: 4142.632812
	Iteration 25Q: 3 clusters Score -557164.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -557177.000000 Penalty: 4142.632812
	Iteration 26Q: 3 clusters Score -557177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -557189.750000 Penalty: 4142.632812
	Iteration 27Q: 3 clusters Score -557189.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -557200.687500 Penalty: 4142.632812
	Iteration 28Q: 3 clusters Score -557200.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -557202.562500 Penalty: 4142.632812
	Iteration 29Q: 3 clusters Score -557202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -557205.375000 Penalty: 4142.632812
	Iteration 30Q: 3 clusters Score -557205.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -557212.187500 Penalty: 4142.632812
	Iteration 31Q: 3 clusters Score -557212.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -557217.375000 Penalty: 4142.632812
	Iteration 32Q: 3 clusters Score -557217.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -557221.250000 Penalty: 4142.632812
	Iteration 33Q: 3 clusters Score -557221.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -557221.250000 Penalty: 4142.632812
	Iteration 34Q: 3 clusters Score -557221.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -557224.437500 Penalty: 4142.632812
	Iteration 35Q: 3 clusters Score -557224.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -557224.875000 Penalty: 4142.632812
	Iteration 36Q: 3 clusters Score -557224.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -557224.437500 Penalty: 4142.632812
	Iteration 37Q: 3 clusters Score -557224.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -557225.750000 Penalty: 4142.632812
	Iteration 38Q: 3 clusters Score -557225.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -557225.750000 Penalty: 4142.632812
	Iteration 39F: 3 clusters Score -557225.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (289950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289950 members 
Entering Unmasked Estep 
Score: -39744592.000000 Penalty: 3119.211182
	Iteration 0F: 2 clusters Score -3.974459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144974 members 
Mstep: Class 2 contains 144976 members 
Entering Unmasked Estep 
Score: -39573160.000000 Penalty: 6238.422363
	Iteration 0F: 3 clusters Score -3.957316e+07 nChanged 140105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144261 members 
Mstep: Class 2 contains 145689 members 
Entering Unmasked Estep 
Score: -39655648.000000 Penalty: 6238.422363
	Iteration 1F: 3 clusters Score -3.965565e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143911 members 
Mstep: Class 2 contains 146039 members 
Entering Unmasked Estep 
Score: -39656824.000000 Penalty: 6238.422363
	Iteration 2Q: 3 clusters Score -3.965682e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143325 members 
Mstep: Class 2 contains 146625 members 
Entering Unmasked Estep 
Score: -39657852.000000 Penalty: 6238.422363
	Iteration 3Q: 3 clusters Score -3.965785e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142555 members 
Mstep: Class 2 contains 147395 members 
Entering Unmasked Estep 
Score: -39659020.000000 Penalty: 6238.422363
	Iteration 4Q: 3 clusters Score -3.965902e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141355 members 
Mstep: Class 2 contains 148595 members 
Entering Unmasked Estep 
Score: -39660500.000000 Penalty: 6238.422363
	Iteration 5Q: 3 clusters Score -3.96605e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139492 members 
Mstep: Class 2 contains 150458 members 
Entering Unmasked Estep 
Score: -39662172.000000 Penalty: 6238.422363
	Iteration 6Q: 3 clusters Score -3.966217e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136755 members 
Mstep: Class 2 contains 153195 members 
Entering Unmasked Estep 
Score: -39664388.000000 Penalty: 6238.422363
	Iteration 7Q: 3 clusters Score -3.966439e+07 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132832 members 
Mstep: Class 2 contains 157118 members 
Entering Unmasked Estep 
Score: -39667288.000000 Penalty: 6238.422363
	Iteration 8Q: 3 clusters Score -3.966729e+07 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127422 members 
Mstep: Class 2 contains 162528 members 
Entering Unmasked Estep 
Score: -39671836.000000 Penalty: 6238.422363
	Iteration 9Q: 3 clusters Score -3.967184e+07 nChanged 13285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120005 members 
Mstep: Class 2 contains 169945 members 
Entering Unmasked Estep 
Score: -39678524.000000 Penalty: 6238.422363
	Iteration 10Q: 3 clusters Score -3.967852e+07 nChanged 15071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110818 members 
Mstep: Class 2 contains 179132 members 
Entering Unmasked Estep 
Score: -39687864.000000 Penalty: 6238.422363
	Iteration 11F: 3 clusters Score -3.968786e+07 nChanged 16259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100549 members 
Mstep: Class 2 contains 189401 members 
Entering Unmasked Estep 
Score: -39699140.000000 Penalty: 6238.422363
	Iteration 12F: 3 clusters Score -3.969914e+07 nChanged 15543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91050 members 
Mstep: Class 2 contains 198900 members 
Entering Unmasked Estep 
Score: -39709576.000000 Penalty: 6238.422363
	Iteration 13F: 3 clusters Score -3.970958e+07 nChanged 12956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83044 members 
Mstep: Class 2 contains 206906 members 
Entering Unmasked Estep 
Score: -39716816.000000 Penalty: 6238.422363
	Iteration 14Q: 3 clusters Score -3.971682e+07 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76300 members 
Mstep: Class 2 contains 213650 members 
Entering Unmasked Estep 
Score: -39721392.000000 Penalty: 6238.422363
	Iteration 15Q: 3 clusters Score -3.972139e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 219818 members 
Entering Unmasked Estep 
Score: -39724524.000000 Penalty: 6238.422363
	Iteration 16Q: 3 clusters Score -3.972452e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 225835 members 
Entering Unmasked Estep 
Score: -39726960.000000 Penalty: 6238.422363
	Iteration 17Q: 3 clusters Score -3.972696e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 231984 members 
Entering Unmasked Estep 
Score: -39728504.000000 Penalty: 6238.422363
	Iteration 18Q: 3 clusters Score -3.97285e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 238307 members 
Entering Unmasked Estep 
Score: -39729924.000000 Penalty: 6238.422363
	Iteration 19Q: 3 clusters Score -3.972992e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 244691 members 
Entering Unmasked Estep 
Score: -39731096.000000 Penalty: 6238.422363
	Iteration 20F: 3 clusters Score -3.97311e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 250891 members 
Entering Unmasked Estep 
Score: -39731792.000000 Penalty: 6238.422363
	Iteration 21Q: 3 clusters Score -3.973179e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 256739 members 
Entering Unmasked Estep 
Score: -39732980.000000 Penalty: 6238.422363
	Iteration 22Q: 3 clusters Score -3.973298e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 262112 members 
Entering Unmasked Estep 
Score: -39734168.000000 Penalty: 6238.422363
	Iteration 23Q: 3 clusters Score -3.973417e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 266956 members 
Entering Unmasked Estep 
Score: -39735232.000000 Penalty: 6238.422363
	Iteration 24Q: 3 clusters Score -3.973523e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 271275 members 
Entering Unmasked Estep 
Score: -39736336.000000 Penalty: 6238.422363
	Iteration 25Q: 3 clusters Score -3.973634e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 274947 members 
Entering Unmasked Estep 
Score: -39737048.000000 Penalty: 6238.422363
	Iteration 26Q: 3 clusters Score -3.973705e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 278046 members 
Entering Unmasked Estep 
Score: -39737624.000000 Penalty: 6238.422363
	Iteration 27Q: 3 clusters Score -3.973762e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 280650 members 
Entering Unmasked Estep 
Score: -39738368.000000 Penalty: 6238.422363
	Iteration 28Q: 3 clusters Score -3.973837e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 282811 members 
Entering Unmasked Estep 
Score: -39739408.000000 Penalty: 6238.422363
	Iteration 29Q: 3 clusters Score -3.973941e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 284587 members 
Entering Unmasked Estep 
Score: -39740160.000000 Penalty: 6238.422363
	Iteration 30Q: 3 clusters Score -3.974016e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 286061 members 
Entering Unmasked Estep 
Score: -39740620.000000 Penalty: 6238.422363
	Iteration 31Q: 3 clusters Score -3.974062e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 287208 members 
Entering Unmasked Estep 
Score: -39740788.000000 Penalty: 6238.422363
	Iteration 32Q: 3 clusters Score -3.974079e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 287996 members 
Entering Unmasked Estep 
Score: -39741008.000000 Penalty: 6238.422363
	Iteration 33Q: 3 clusters Score -3.974101e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 288507 members 
Entering Unmasked Estep 
Score: -39741300.000000 Penalty: 6238.422363
	Iteration 34Q: 3 clusters Score -3.97413e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 288847 members 
Entering Unmasked Estep 
Score: -39741464.000000 Penalty: 6238.422363
	Iteration 35Q: 3 clusters Score -3.974146e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 289044 members 
Entering Unmasked Estep 
Score: -39741600.000000 Penalty: 6238.422363
	Iteration 36Q: 3 clusters Score -3.97416e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 289176 members 
Entering Unmasked Estep 
Score: -39741712.000000 Penalty: 6238.422363
	Iteration 37Q: 3 clusters Score -3.974171e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 289247 members 
Entering Unmasked Estep 
Score: -39741720.000000 Penalty: 6238.422363
	Iteration 38Q: 3 clusters Score -3.974172e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 289299 members 
Entering Unmasked Estep 
Score: -39741788.000000 Penalty: 6238.422363
	Iteration 39Q: 3 clusters Score -3.974179e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 289340 members 
Entering Unmasked Estep 
Score: -39741852.000000 Penalty: 6238.422363
	Iteration 40F: 3 clusters Score -3.974185e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 289369 members 
Entering Unmasked Estep 
Score: -39741864.000000 Penalty: 6238.422363
	Iteration 41Q: 3 clusters Score -3.974186e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 289389 members 
Entering Unmasked Estep 
Score: -39741868.000000 Penalty: 6238.422363
	Iteration 42Q: 3 clusters Score -3.974187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 289407 members 
Entering Unmasked Estep 
Score: -39741860.000000 Penalty: 6238.422363
	Iteration 43Q: 3 clusters Score -3.974186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 289420 members 
Entering Unmasked Estep 
Score: -39741900.000000 Penalty: 6238.422363
	Iteration 44Q: 3 clusters Score -3.97419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 289426 members 
Entering Unmasked Estep 
Score: -39741908.000000 Penalty: 6238.422363
	Iteration 45Q: 3 clusters Score -3.974191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 289432 members 
Entering Unmasked Estep 
Score: -39741920.000000 Penalty: 6238.422363
	Iteration 46Q: 3 clusters Score -3.974192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 289437 members 
Entering Unmasked Estep 
Score: -39741932.000000 Penalty: 6238.422363
	Iteration 47Q: 3 clusters Score -3.974193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 289444 members 
Entering Unmasked Estep 
Score: -39741900.000000 Penalty: 6238.422363
	Iteration 48Q: 3 clusters Score -3.97419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 289447 members 
Entering Unmasked Estep 
Score: -39741888.000000 Penalty: 6238.422363
	Iteration 49Q: 3 clusters Score -3.974189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 289449 members 
Entering Unmasked Estep 
Score: -39741900.000000 Penalty: 6238.422363
	Iteration 50Q: 3 clusters Score -3.97419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 289450 members 
Entering Unmasked Estep 
Score: -39741904.000000 Penalty: 6238.422363
	Iteration 51Q: 3 clusters Score -3.97419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 289454 members 
Entering Unmasked Estep 
Score: -39741900.000000 Penalty: 6238.422363
	Iteration 52Q: 3 clusters Score -3.97419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 289456 members 
Entering Unmasked Estep 
Score: -39741892.000000 Penalty: 6238.422363
	Iteration 53Q: 3 clusters Score -3.974189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 289457 members 
Entering Unmasked Estep 
Score: -39741876.000000 Penalty: 6238.422363
	Iteration 54Q: 3 clusters Score -3.974188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 289458 members 
Entering Unmasked Estep 
Score: -39741900.000000 Penalty: 6238.422363
	Iteration 55Q: 3 clusters Score -3.97419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 289458 members 
Entering Unmasked Estep 
Score: -39741900.000000 Penalty: 6238.422363
	Iteration 56F: 3 clusters Score -3.97419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Entering Unmasked Estep 
Score: -2034174.000000 Penalty: 2383.326904
	Iteration 0F: 2 clusters Score -2034174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2023362.625000 Penalty: 4766.653809
	Iteration 0F: 3 clusters Score -2023363 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2026804.000000 Penalty: 4766.653809
	Iteration 1F: 3 clusters Score -2026804 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2027171.875000 Penalty: 4766.653809
	Iteration 2F: 3 clusters Score -2027172 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2027550.500000 Penalty: 4766.653809
	Iteration 3F: 3 clusters Score -2027550 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2027929.125000 Penalty: 4766.653809
	Iteration 4Q: 3 clusters Score -2027929 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2028355.750000 Penalty: 4766.653809
	Iteration 5Q: 3 clusters Score -2028356 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2028816.375000 Penalty: 4766.653809
	Iteration 6F: 3 clusters Score -2028816 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2029261.625000 Penalty: 4766.653809
	Iteration 7F: 3 clusters Score -2029262 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2029672.000000 Penalty: 4766.653809
	Iteration 8Q: 3 clusters Score -2029672 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2030102.625000 Penalty: 4766.653809
	Iteration 9Q: 3 clusters Score -2030103 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2030470.125000 Penalty: 4766.653809
	Iteration 10Q: 3 clusters Score -2030470 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2030757.875000 Penalty: 4766.653809
	Iteration 11Q: 3 clusters Score -2030758 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2030956.625000 Penalty: 4766.653809
	Iteration 12Q: 3 clusters Score -2030957 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2031089.375000 Penalty: 4766.653809
	Iteration 13Q: 3 clusters Score -2031089 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2031176.125000 Penalty: 4766.653809
	Iteration 14Q: 3 clusters Score -2031176 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2031230.250000 Penalty: 4766.653809
	Iteration 15Q: 3 clusters Score -2031230 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2031277.875000 Penalty: 4766.653809
	Iteration 16Q: 3 clusters Score -2031278 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2031304.750000 Penalty: 4766.653809
	Iteration 17Q: 3 clusters Score -2031305 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2031324.125000 Penalty: 4766.653809
	Iteration 18Q: 3 clusters Score -2031324 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2031352.625000 Penalty: 4766.653809
	Iteration 19Q: 3 clusters Score -2031353 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2031360.000000 Penalty: 4766.653809
	Iteration 20F: 3 clusters Score -2031360 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2031371.000000 Penalty: 4766.653809
	Iteration 21Q: 3 clusters Score -2031371 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2031384.250000 Penalty: 4766.653809
	Iteration 22Q: 3 clusters Score -2031384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2031388.375000 Penalty: 4766.653809
	Iteration 23Q: 3 clusters Score -2031388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2031395.000000 Penalty: 4766.653809
	Iteration 24Q: 3 clusters Score -2031395 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2031399.000000 Penalty: 4766.653809
	Iteration 25Q: 3 clusters Score -2031399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2031406.000000 Penalty: 4766.653809
	Iteration 26Q: 3 clusters Score -2031406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2031405.625000 Penalty: 4766.653809
	Iteration 27Q: 3 clusters Score -2031406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2031412.000000 Penalty: 4766.653809
	Iteration 28Q: 3 clusters Score -2031412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2031410.625000 Penalty: 4766.653809
	Iteration 29Q: 3 clusters Score -2031411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2031411.125000 Penalty: 4766.653809
	Iteration 30Q: 3 clusters Score -2031411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2031416.750000 Penalty: 4766.653809
	Iteration 31Q: 3 clusters Score -2031417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2031421.625000 Penalty: 4766.653809
	Iteration 32Q: 3 clusters Score -2031422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2031426.000000 Penalty: 4766.653809
	Iteration 33Q: 3 clusters Score -2031426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2031428.125000 Penalty: 4766.653809
	Iteration 34Q: 3 clusters Score -2031428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2031431.000000 Penalty: 4766.653809
	Iteration 35Q: 3 clusters Score -2031431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2031437.875000 Penalty: 4766.653809
	Iteration 36Q: 3 clusters Score -2031438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2031442.500000 Penalty: 4766.653809
	Iteration 37Q: 3 clusters Score -2031442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2031447.375000 Penalty: 4766.653809
	Iteration 38Q: 3 clusters Score -2031447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2031451.750000 Penalty: 4766.653809
	Iteration 39Q: 3 clusters Score -2031452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2031447.125000 Penalty: 4766.653809
	Iteration 40F: 3 clusters Score -2031447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2031456.625000 Penalty: 4766.653809
	Iteration 41Q: 3 clusters Score -2031457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2031471.125000 Penalty: 4766.653809
	Iteration 42Q: 3 clusters Score -2031471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2031475.500000 Penalty: 4766.653809
	Iteration 43Q: 3 clusters Score -2031476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2031474.250000 Penalty: 4766.653809
	Iteration 44Q: 3 clusters Score -2031474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2031481.500000 Penalty: 4766.653809
	Iteration 45Q: 3 clusters Score -2031482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2031484.875000 Penalty: 4766.653809
	Iteration 46Q: 3 clusters Score -2031485 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2031496.500000 Penalty: 4766.653809
	Iteration 47Q: 3 clusters Score -2031496 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2031514.000000 Penalty: 4766.653809
	Iteration 48Q: 3 clusters Score -2031514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2031528.250000 Penalty: 4766.653809
	Iteration 49Q: 3 clusters Score -2031528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2031541.125000 Penalty: 4766.653809
	Iteration 50Q: 3 clusters Score -2031541 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2031550.250000 Penalty: 4766.653809
	Iteration 51Q: 3 clusters Score -2031550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2031563.625000 Penalty: 4766.653809
	Iteration 52Q: 3 clusters Score -2031564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2031567.875000 Penalty: 4766.653809
	Iteration 53Q: 3 clusters Score -2031568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2031580.875000 Penalty: 4766.653809
	Iteration 54Q: 3 clusters Score -2031581 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2031576.875000 Penalty: 4766.653809
	Iteration 55Q: 3 clusters Score -2031577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2031591.875000 Penalty: 4766.653809
	Iteration 56Q: 3 clusters Score -2031592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2031592.125000 Penalty: 4766.653809
	Iteration 57Q: 3 clusters Score -2031592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2031599.375000 Penalty: 4766.653809
	Iteration 58Q: 3 clusters Score -2031599 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2031611.500000 Penalty: 4766.653809
	Iteration 59Q: 3 clusters Score -2031612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2031615.375000 Penalty: 4766.653809
	Iteration 60F: 3 clusters Score -2031615 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2031629.750000 Penalty: 4766.653809
	Iteration 61Q: 3 clusters Score -2031630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2031637.625000 Penalty: 4766.653809
	Iteration 62Q: 3 clusters Score -2031638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2031647.250000 Penalty: 4766.653809
	Iteration 63Q: 3 clusters Score -2031647 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2031655.125000 Penalty: 4766.653809
	Iteration 64Q: 3 clusters Score -2031655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2031661.750000 Penalty: 4766.653809
	Iteration 65Q: 3 clusters Score -2031662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2031667.500000 Penalty: 4766.653809
	Iteration 66Q: 3 clusters Score -2031668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2031671.875000 Penalty: 4766.653809
	Iteration 67Q: 3 clusters Score -2031672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2031681.875000 Penalty: 4766.653809
	Iteration 68Q: 3 clusters Score -2031682 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2031691.125000 Penalty: 4766.653809
	Iteration 69Q: 3 clusters Score -2031691 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2031703.625000 Penalty: 4766.653809
	Iteration 70Q: 3 clusters Score -2031704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2031707.375000 Penalty: 4766.653809
	Iteration 71Q: 3 clusters Score -2031707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2031714.000000 Penalty: 4766.653809
	Iteration 72Q: 3 clusters Score -2031714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2031721.250000 Penalty: 4766.653809
	Iteration 73Q: 3 clusters Score -2031721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2031730.250000 Penalty: 4766.653809
	Iteration 74Q: 3 clusters Score -2031730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2031738.750000 Penalty: 4766.653809
	Iteration 75Q: 3 clusters Score -2031739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2031743.750000 Penalty: 4766.653809
	Iteration 76Q: 3 clusters Score -2031744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2031750.250000 Penalty: 4766.653809
	Iteration 77Q: 3 clusters Score -2031750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2031753.375000 Penalty: 4766.653809
	Iteration 78Q: 3 clusters Score -2031753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2031766.375000 Penalty: 4766.653809
	Iteration 79Q: 3 clusters Score -2031766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2031781.500000 Penalty: 4766.653809
	Iteration 80F: 3 clusters Score -2031782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2031792.750000 Penalty: 4766.653809
	Iteration 81Q: 3 clusters Score -2031793 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2031799.375000 Penalty: 4766.653809
	Iteration 82Q: 3 clusters Score -2031799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2031809.625000 Penalty: 4766.653809
	Iteration 83Q: 3 clusters Score -2031810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2031813.750000 Penalty: 4766.653809
	Iteration 84Q: 3 clusters Score -2031814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2031825.375000 Penalty: 4766.653809
	Iteration 85Q: 3 clusters Score -2031825 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2031840.125000 Penalty: 4766.653809
	Iteration 86Q: 3 clusters Score -2031840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2031861.125000 Penalty: 4766.653809
	Iteration 87Q: 3 clusters Score -2031861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2031871.000000 Penalty: 4766.653809
	Iteration 88Q: 3 clusters Score -2031871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2031878.375000 Penalty: 4766.653809
	Iteration 89Q: 3 clusters Score -2031878 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2031903.500000 Penalty: 4766.653809
	Iteration 90Q: 3 clusters Score -2031904 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2031926.500000 Penalty: 4766.653809
	Iteration 91Q: 3 clusters Score -2031926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2031939.625000 Penalty: 4766.653809
	Iteration 92Q: 3 clusters Score -2031940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2031962.000000 Penalty: 4766.653809
	Iteration 93Q: 3 clusters Score -2031962 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2031978.250000 Penalty: 4766.653809
	Iteration 94Q: 3 clusters Score -2031978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2031995.375000 Penalty: 4766.653809
	Iteration 95Q: 3 clusters Score -2031995 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2032012.000000 Penalty: 4766.653809
	Iteration 96Q: 3 clusters Score -2032012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2032024.500000 Penalty: 4766.653809
	Iteration 97Q: 3 clusters Score -2032024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2032046.500000 Penalty: 4766.653809
	Iteration 98Q: 3 clusters Score -2032046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2032063.625000 Penalty: 4766.653809
	Iteration 99Q: 3 clusters Score -2032064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2032074.875000 Penalty: 4766.653809
	Iteration 100F: 3 clusters Score -2032075 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2032101.000000 Penalty: 4766.653809
	Iteration 101Q: 3 clusters Score -2032101 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2032127.250000 Penalty: 4766.653809
	Iteration 102Q: 3 clusters Score -2032127 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2032146.750000 Penalty: 4766.653809
	Iteration 103Q: 3 clusters Score -2032147 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2032184.875000 Penalty: 4766.653809
	Iteration 104Q: 3 clusters Score -2032185 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2032231.500000 Penalty: 4766.653809
	Iteration 105Q: 3 clusters Score -2032232 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2032270.125000 Penalty: 4766.653809
	Iteration 106Q: 3 clusters Score -2032270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2032310.750000 Penalty: 4766.653809
	Iteration 107Q: 3 clusters Score -2032311 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2032371.375000 Penalty: 4766.653809
	Iteration 108Q: 3 clusters Score -2032371 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2032427.250000 Penalty: 4766.653809
	Iteration 109Q: 3 clusters Score -2032427 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2032473.500000 Penalty: 4766.653809
	Iteration 110Q: 3 clusters Score -2032474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2032488.125000 Penalty: 4766.653809
	Iteration 111Q: 3 clusters Score -2032488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2032492.875000 Penalty: 4766.653809
	Iteration 112Q: 3 clusters Score -2032493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2032500.500000 Penalty: 4766.653809
	Iteration 113Q: 3 clusters Score -2032500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2032512.375000 Penalty: 4766.653809
	Iteration 114Q: 3 clusters Score -2032512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2032521.375000 Penalty: 4766.653809
	Iteration 115Q: 3 clusters Score -2032521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2032534.500000 Penalty: 4766.653809
	Iteration 116Q: 3 clusters Score -2032534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2032544.000000 Penalty: 4766.653809
	Iteration 117Q: 3 clusters Score -2032544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2032555.125000 Penalty: 4766.653809
	Iteration 118Q: 3 clusters Score -2032555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2032560.250000 Penalty: 4766.653809
	Iteration 119Q: 3 clusters Score -2032560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2032561.750000 Penalty: 4766.653809
	Iteration 120F: 3 clusters Score -2032562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2032566.500000 Penalty: 4766.653809
	Iteration 121Q: 3 clusters Score -2032566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2032568.000000 Penalty: 4766.653809
	Iteration 122Q: 3 clusters Score -2032568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2032567.750000 Penalty: 4766.653809
	Iteration 123Q: 3 clusters Score -2032568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2032567.250000 Penalty: 4766.653809
	Iteration 124Q: 3 clusters Score -2032567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2032567.250000 Penalty: 4766.653809
	Iteration 125F: 3 clusters Score -2032567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Entering Unmasked Estep 
Score: -5218331.500000 Penalty: 2618.228760
	Iteration 0F: 2 clusters Score -5218332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -5192253.000000 Penalty: 5236.457520
	Iteration 0F: 3 clusters Score -5192253 nChanged 17547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -5202226.000000 Penalty: 5236.457520
	Iteration 1F: 3 clusters Score -5202226 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -5203034.500000 Penalty: 5236.457520
	Iteration 2F: 3 clusters Score -5203034 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -5204011.000000 Penalty: 5236.457520
	Iteration 3F: 3 clusters Score -5204011 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -5205368.000000 Penalty: 5236.457520
	Iteration 4F: 3 clusters Score -5205368 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -5207106.500000 Penalty: 5236.457520
	Iteration 5F: 3 clusters Score -5207106 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -5209084.500000 Penalty: 5236.457520
	Iteration 6F: 3 clusters Score -5209084 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -5210968.500000 Penalty: 5236.457520
	Iteration 7F: 3 clusters Score -5210968 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -5212773.000000 Penalty: 5236.457520
	Iteration 8Q: 3 clusters Score -5212773 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -5214682.500000 Penalty: 5236.457520
	Iteration 9Q: 3 clusters Score -5214682 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -5216275.500000 Penalty: 5236.457520
	Iteration 10Q: 3 clusters Score -5216276 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -5217016.500000 Penalty: 5236.457520
	Iteration 11Q: 3 clusters Score -5217016 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -5217268.000000 Penalty: 5236.457520
	Iteration 12Q: 3 clusters Score -5217268 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -5217381.500000 Penalty: 5236.457520
	Iteration 13Q: 3 clusters Score -5217382 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -5217448.500000 Penalty: 5236.457520
	Iteration 14Q: 3 clusters Score -5217448 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -5217477.500000 Penalty: 5236.457520
	Iteration 15Q: 3 clusters Score -5217478 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -5217498.500000 Penalty: 5236.457520
	Iteration 16Q: 3 clusters Score -5217498 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -5217519.000000 Penalty: 5236.457520
	Iteration 17Q: 3 clusters Score -5217519 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -5217532.000000 Penalty: 5236.457520
	Iteration 18Q: 3 clusters Score -5217532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -5217537.000000 Penalty: 5236.457520
	Iteration 19Q: 3 clusters Score -5217537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -5217541.500000 Penalty: 5236.457520
	Iteration 20F: 3 clusters Score -5217542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -5217548.500000 Penalty: 5236.457520
	Iteration 21Q: 3 clusters Score -5217548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -5217540.000000 Penalty: 5236.457520
	Iteration 22Q: 3 clusters Score -5217540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -5217545.500000 Penalty: 5236.457520
	Iteration 23Q: 3 clusters Score -5217546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -5217545.500000 Penalty: 5236.457520
	Iteration 24Q: 3 clusters Score -5217546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -5217549.000000 Penalty: 5236.457520
	Iteration 25Q: 3 clusters Score -5217549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -5217554.000000 Penalty: 5236.457520
	Iteration 26Q: 3 clusters Score -5217554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -5217562.000000 Penalty: 5236.457520
	Iteration 27Q: 3 clusters Score -5217562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -5217576.000000 Penalty: 5236.457520
	Iteration 28Q: 3 clusters Score -5217576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -5217576.000000 Penalty: 5236.457520
	Iteration 29Q: 3 clusters Score -5217576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -5217573.500000 Penalty: 5236.457520
	Iteration 30Q: 3 clusters Score -5217574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -5217577.000000 Penalty: 5236.457520
	Iteration 31Q: 3 clusters Score -5217577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -5217576.500000 Penalty: 5236.457520
	Iteration 32Q: 3 clusters Score -5217576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -5217583.500000 Penalty: 5236.457520
	Iteration 33Q: 3 clusters Score -5217584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -5217586.500000 Penalty: 5236.457520
	Iteration 34Q: 3 clusters Score -5217586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -5217582.000000 Penalty: 5236.457520
	Iteration 35Q: 3 clusters Score -5217582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -5217583.000000 Penalty: 5236.457520
	Iteration 36Q: 3 clusters Score -5217583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -5217585.000000 Penalty: 5236.457520
	Iteration 37Q: 3 clusters Score -5217585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -5217584.500000 Penalty: 5236.457520
	Iteration 38Q: 3 clusters Score -5217584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -5217582.500000 Penalty: 5236.457520
	Iteration 39Q: 3 clusters Score -5217582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -5217582.500000 Penalty: 5236.457520
	Iteration 40F: 3 clusters Score -5217582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -140060.281250 Penalty: 1730.134277
	Iteration 0F: 2 clusters Score -140060.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -138054.343750 Penalty: 3460.268555
	Iteration 0F: 3 clusters Score -138054.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -138310.609375 Penalty: 3460.268555
	Iteration 1F: 3 clusters Score -138310.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -138394.187500 Penalty: 3460.268555
	Iteration 2F: 3 clusters Score -138394.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -138462.250000 Penalty: 3460.268555
	Iteration 3Q: 3 clusters Score -138462.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -138516.468750 Penalty: 3460.268555
	Iteration 4Q: 3 clusters Score -138516.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -138643.562500 Penalty: 3460.268555
	Iteration 5Q: 3 clusters Score -138643.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -138756.187500 Penalty: 3460.268555
	Iteration 6Q: 3 clusters Score -138756.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -138810.734375 Penalty: 3460.268555
	Iteration 7Q: 3 clusters Score -138810.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -138860.265625 Penalty: 3460.268555
	Iteration 8Q: 3 clusters Score -138860.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -138895.046875 Penalty: 3460.268555
	Iteration 9Q: 3 clusters Score -138895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -138923.359375 Penalty: 3460.268555
	Iteration 10Q: 3 clusters Score -138923.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -138935.062500 Penalty: 3460.268555
	Iteration 11Q: 3 clusters Score -138935.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -138947.578125 Penalty: 3460.268555
	Iteration 12Q: 3 clusters Score -138947.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -138971.390625 Penalty: 3460.268555
	Iteration 13Q: 3 clusters Score -138971.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -138989.937500 Penalty: 3460.268555
	Iteration 14Q: 3 clusters Score -138989.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -139009.125000 Penalty: 3460.268555
	Iteration 15Q: 3 clusters Score -139009.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -139028.218750 Penalty: 3460.268555
	Iteration 16Q: 3 clusters Score -139028.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -139051.437500 Penalty: 3460.268555
	Iteration 17Q: 3 clusters Score -139051.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -139093.765625 Penalty: 3460.268555
	Iteration 18Q: 3 clusters Score -139093.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -139149.156250 Penalty: 3460.268555
	Iteration 19Q: 3 clusters Score -139149.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -139232.390625 Penalty: 3460.268555
	Iteration 20F: 3 clusters Score -139232.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -139411.875000 Penalty: 3460.268555
	Iteration 21Q: 3 clusters Score -139411.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -139498.828125 Penalty: 3460.268555
	Iteration 22Q: 3 clusters Score -139498.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -139572.312500 Penalty: 3460.268555
	Iteration 23Q: 3 clusters Score -139572.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -139618.968750 Penalty: 3460.268555
	Iteration 24Q: 3 clusters Score -139619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -139655.156250 Penalty: 3460.268555
	Iteration 25Q: 3 clusters Score -139655.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -139683.750000 Penalty: 3460.268555
	Iteration 26Q: 3 clusters Score -139683.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -139717.546875 Penalty: 3460.268555
	Iteration 27Q: 3 clusters Score -139717.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -139761.953125 Penalty: 3460.268555
	Iteration 28Q: 3 clusters Score -139762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -139805.203125 Penalty: 3460.268555
	Iteration 29Q: 3 clusters Score -139805.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -139848.515625 Penalty: 3460.268555
	Iteration 30Q: 3 clusters Score -139848.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -139887.890625 Penalty: 3460.268555
	Iteration 31Q: 3 clusters Score -139887.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -139926.093750 Penalty: 3460.268555
	Iteration 32Q: 3 clusters Score -139926.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -139953.343750 Penalty: 3460.268555
	Iteration 33Q: 3 clusters Score -139953.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -139969.687500 Penalty: 3460.268555
	Iteration 34Q: 3 clusters Score -139969.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -139979.484375 Penalty: 3460.268555
	Iteration 35Q: 3 clusters Score -139979.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -139985.828125 Penalty: 3460.268555
	Iteration 36Q: 3 clusters Score -139985.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -139990.093750 Penalty: 3460.268555
	Iteration 37Q: 3 clusters Score -139990.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -139994.718750 Penalty: 3460.268555
	Iteration 38Q: 3 clusters Score -139994.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -139996.015625 Penalty: 3460.268555
	Iteration 39Q: 3 clusters Score -139996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -140011.062500 Penalty: 3460.268555
	Iteration 40F: 3 clusters Score -140011.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -140027.093750 Penalty: 3460.268555
	Iteration 41Q: 3 clusters Score -140027.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -140038.718750 Penalty: 3460.268555
	Iteration 42Q: 3 clusters Score -140038.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -140040.843750 Penalty: 3460.268555
	Iteration 43Q: 3 clusters Score -140040.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -140041.937500 Penalty: 3460.268555
	Iteration 44Q: 3 clusters Score -140041.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -140043.046875 Penalty: 3460.268555
	Iteration 45Q: 3 clusters Score -140043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -140046.437500 Penalty: 3460.268555
	Iteration 46Q: 3 clusters Score -140046.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -140051.203125 Penalty: 3460.268555
	Iteration 47Q: 3 clusters Score -140051.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -140051.203125 Penalty: 3460.268555
	Iteration 48F: 3 clusters Score -140051.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -34286.523438 Penalty: 1398.312012
	Iteration 0F: 2 clusters Score -34286.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33108.144531 Penalty: 2796.624023
	Iteration 0F: 3 clusters Score -33108.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -33237.089844 Penalty: 2796.624023
	Iteration 1F: 3 clusters Score -33237.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -33278.457031 Penalty: 2796.624023
	Iteration 2Q: 3 clusters Score -33278.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -33304.718750 Penalty: 2796.624023
	Iteration 3Q: 3 clusters Score -33304.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -33317.761719 Penalty: 2796.624023
	Iteration 4Q: 3 clusters Score -33317.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -33323.808594 Penalty: 2796.624023
	Iteration 5Q: 3 clusters Score -33323.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -33332.546875 Penalty: 2796.624023
	Iteration 6Q: 3 clusters Score -33332.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -33340.421875 Penalty: 2796.624023
	Iteration 7Q: 3 clusters Score -33340.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -33348.980469 Penalty: 2796.624023
	Iteration 8Q: 3 clusters Score -33348.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -33352.003906 Penalty: 2796.624023
	Iteration 9Q: 3 clusters Score -33352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -33352.003906 Penalty: 2796.624023
	Iteration 10F: 3 clusters Score -33352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -133948.421875 Penalty: 1720.694580
	Iteration 0F: 2 clusters Score -133948.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -132029.781250 Penalty: 3441.389160
	Iteration 0F: 3 clusters Score -132029.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -132383.234375 Penalty: 3441.389160
	Iteration 1F: 3 clusters Score -132383.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -132483.875000 Penalty: 3441.389160
	Iteration 2F: 3 clusters Score -132483.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -132542.562500 Penalty: 3441.389160
	Iteration 3Q: 3 clusters Score -132542.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -132593.703125 Penalty: 3441.389160
	Iteration 4Q: 3 clusters Score -132593.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -132642.390625 Penalty: 3441.389160
	Iteration 5Q: 3 clusters Score -132642.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -132718.437500 Penalty: 3441.389160
	Iteration 6Q: 3 clusters Score -132718.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -132863.328125 Penalty: 3441.389160
	Iteration 7Q: 3 clusters Score -132863.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -133081.250000 Penalty: 3441.389160
	Iteration 8Q: 3 clusters Score -133081.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -133394.921875 Penalty: 3441.389160
	Iteration 9Q: 3 clusters Score -133394.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -133582.000000 Penalty: 3441.389160
	Iteration 10Q: 3 clusters Score -133582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -133666.250000 Penalty: 3441.389160
	Iteration 11Q: 3 clusters Score -133666.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -133740.031250 Penalty: 3441.389160
	Iteration 12Q: 3 clusters Score -133740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -133811.093750 Penalty: 3441.389160
	Iteration 13Q: 3 clusters Score -133811.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -133837.546875 Penalty: 3441.389160
	Iteration 14Q: 3 clusters Score -133837.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -133850.562500 Penalty: 3441.389160
	Iteration 15Q: 3 clusters Score -133850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -133853.062500 Penalty: 3441.389160
	Iteration 16Q: 3 clusters Score -133853.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -133853.062500 Penalty: 3441.389160
	Iteration 17F: 3 clusters Score -133853.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33513 members 
Mstep: Class 3 contains 42410 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28067 members 
Mstep: Class 8 contains 208070 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15674 members 
Mstep: Class 11 contains 237939 members 
Mstep: Class 12 contains 37452 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12895 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289950 members 
Mstep: Class 20 contains 14916 members 
Mstep: Class 21 contains 38460 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135806016.000000 Penalty: 82213.359375
Iteration 199Q: 25 clusters Score -1.35806e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33514 members 
Mstep: Class 3 contains 42410 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28067 members 
Mstep: Class 8 contains 208070 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15674 members 
Mstep: Class 11 contains 237939 members 
Mstep: Class 12 contains 37452 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12895 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289949 members 
Mstep: Class 20 contains 14916 members 
Mstep: Class 21 contains 38460 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135806016.000000 Penalty: 82213.359375
Iteration 200F: 25 clusters Score -1.35806e+08 nChanged 0
Entering ConstructFrom: 
Score: -135806016.000000 Penalty: 82213.359375
Entering ConstructFrom: 
Trying to split cluster 1 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -73486.429688 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -73486.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72034.523438 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -72034.52 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72238.937500 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -72238.94 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72300.843750 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -72300.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -72322.640625 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -72322.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -72374.734375 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -72374.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -72448.171875 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -72448.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -72476.953125 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -72476.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -72518.210938 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -72518.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -72539.882812 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -72539.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -72593.976562 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -72593.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72621.515625 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -72621.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -72656.718750 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -72656.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -72687.750000 Penalty: 3178.630371
	Iteration 12Q: 3 clusters Score -72687.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -72711.546875 Penalty: 3178.630371
	Iteration 13Q: 3 clusters Score -72711.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -72748.812500 Penalty: 3178.630371
	Iteration 14Q: 3 clusters Score -72748.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -72772.984375 Penalty: 3178.630371
	Iteration 15Q: 3 clusters Score -72772.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -72789.468750 Penalty: 3178.630371
	Iteration 16Q: 3 clusters Score -72789.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -72795.132812 Penalty: 3178.630371
	Iteration 17Q: 3 clusters Score -72795.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -72798.242188 Penalty: 3178.630371
	Iteration 18Q: 3 clusters Score -72798.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -72805.414062 Penalty: 3178.630371
	Iteration 19Q: 3 clusters Score -72805.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -72815.492188 Penalty: 3178.630371
	Iteration 20F: 3 clusters Score -72815.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -72966.492188 Penalty: 3178.630371
	Iteration 21Q: 3 clusters Score -72966.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -73187.507812 Penalty: 3178.630371
	Iteration 22Q: 3 clusters Score -73187.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -73378.609375 Penalty: 3178.630371
	Iteration 23Q: 3 clusters Score -73378.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -73498.203125 Penalty: 3178.630371
	Iteration 24Q: 3 clusters Score -73498.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -73524.117188 Penalty: 3178.630371
	Iteration 25Q: 3 clusters Score -73524.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -73530.757812 Penalty: 3178.630371
	Iteration 26Q: 3 clusters Score -73530.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -73532.796875 Penalty: 3178.630371
	Iteration 27Q: 3 clusters Score -73532.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -73532.796875 Penalty: 3178.630371
	Iteration 28F: 3 clusters Score -73532.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 33514 members 
Mstep: Class 3 contains 42410 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28067 members 
Mstep: Class 8 contains 208070 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15674 members 
Mstep: Class 11 contains 237939 members 
Mstep: Class 12 contains 37452 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12895 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289949 members 
Mstep: Class 20 contains 14916 members 
Mstep: Class 21 contains 38460 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Mstep: Class 25 contains 457 members 
Entering Unmasked Estep 
Score: -135804304.000000 Penalty: 85638.921875
Splitting cluster 1 changes total score from -135806016.000000 to -135804304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (33514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Entering Unmasked Estep 
Score: -4684651.000000 Penalty: 2584.090332
	Iteration 0F: 2 clusters Score -4684651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -4661753.500000 Penalty: 5168.180664
	Iteration 0F: 3 clusters Score -4661754 nChanged 15117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -4669898.000000 Penalty: 5168.180664
	Iteration 1F: 3 clusters Score -4669898 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -4670358.000000 Penalty: 5168.180664
	Iteration 2Q: 3 clusters Score -4670358 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -4670840.000000 Penalty: 5168.180664
	Iteration 3Q: 3 clusters Score -4670840 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -4671381.500000 Penalty: 5168.180664
	Iteration 4Q: 3 clusters Score -4671382 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -4671999.000000 Penalty: 5168.180664
	Iteration 5Q: 3 clusters Score -4671999 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -4672800.500000 Penalty: 5168.180664
	Iteration 6Q: 3 clusters Score -4672800 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -4673770.000000 Penalty: 5168.180664
	Iteration 7F: 3 clusters Score -4673770 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -4674957.500000 Penalty: 5168.180664
	Iteration 8F: 3 clusters Score -4674958 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -4676346.500000 Penalty: 5168.180664
	Iteration 9F: 3 clusters Score -4676346 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -4677872.000000 Penalty: 5168.180664
	Iteration 10F: 3 clusters Score -4677872 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -4679229.000000 Penalty: 5168.180664
	Iteration 11F: 3 clusters Score -4679229 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -4680306.500000 Penalty: 5168.180664
	Iteration 12Q: 3 clusters Score -4680306 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -4680938.500000 Penalty: 5168.180664
	Iteration 13Q: 3 clusters Score -4680938 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -4681317.500000 Penalty: 5168.180664
	Iteration 14Q: 3 clusters Score -4681318 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -4681590.000000 Penalty: 5168.180664
	Iteration 15Q: 3 clusters Score -4681590 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -4681757.500000 Penalty: 5168.180664
	Iteration 16Q: 3 clusters Score -4681758 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -4681854.500000 Penalty: 5168.180664
	Iteration 17Q: 3 clusters Score -4681854 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -4681943.500000 Penalty: 5168.180664
	Iteration 18Q: 3 clusters Score -4681944 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -4682025.500000 Penalty: 5168.180664
	Iteration 19Q: 3 clusters Score -4682026 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -4682077.000000 Penalty: 5168.180664
	Iteration 20F: 3 clusters Score -4682077 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -4682150.500000 Penalty: 5168.180664
	Iteration 21Q: 3 clusters Score -4682150 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -4682208.500000 Penalty: 5168.180664
	Iteration 22Q: 3 clusters Score -4682208 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -4682251.500000 Penalty: 5168.180664
	Iteration 23Q: 3 clusters Score -4682252 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4682305.000000 Penalty: 5168.180664
	Iteration 24Q: 3 clusters Score -4682305 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4682353.500000 Penalty: 5168.180664
	Iteration 25Q: 3 clusters Score -4682354 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4682393.000000 Penalty: 5168.180664
	Iteration 26Q: 3 clusters Score -4682393 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4682437.500000 Penalty: 5168.180664
	Iteration 27Q: 3 clusters Score -4682438 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4682479.500000 Penalty: 5168.180664
	Iteration 28Q: 3 clusters Score -4682480 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4682505.500000 Penalty: 5168.180664
	Iteration 29Q: 3 clusters Score -4682506 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4682539.500000 Penalty: 5168.180664
	Iteration 30Q: 3 clusters Score -4682540 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4682569.000000 Penalty: 5168.180664
	Iteration 31Q: 3 clusters Score -4682569 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4682590.000000 Penalty: 5168.180664
	Iteration 32Q: 3 clusters Score -4682590 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4682614.000000 Penalty: 5168.180664
	Iteration 33Q: 3 clusters Score -4682614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4682642.500000 Penalty: 5168.180664
	Iteration 34Q: 3 clusters Score -4682642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4682661.500000 Penalty: 5168.180664
	Iteration 35Q: 3 clusters Score -4682662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4682670.000000 Penalty: 5168.180664
	Iteration 36Q: 3 clusters Score -4682670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4682679.500000 Penalty: 5168.180664
	Iteration 37Q: 3 clusters Score -4682680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4682686.000000 Penalty: 5168.180664
	Iteration 38Q: 3 clusters Score -4682686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4682691.500000 Penalty: 5168.180664
	Iteration 39Q: 3 clusters Score -4682692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4682707.500000 Penalty: 5168.180664
	Iteration 40F: 3 clusters Score -4682708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4682709.500000 Penalty: 5168.180664
	Iteration 41Q: 3 clusters Score -4682710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4682715.500000 Penalty: 5168.180664
	Iteration 42Q: 3 clusters Score -4682716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4682724.000000 Penalty: 5168.180664
	Iteration 43Q: 3 clusters Score -4682724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4682738.500000 Penalty: 5168.180664
	Iteration 44Q: 3 clusters Score -4682738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4682741.500000 Penalty: 5168.180664
	Iteration 45Q: 3 clusters Score -4682742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4682753.500000 Penalty: 5168.180664
	Iteration 46Q: 3 clusters Score -4682754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4682751.000000 Penalty: 5168.180664
	Iteration 47Q: 3 clusters Score -4682751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4682766.000000 Penalty: 5168.180664
	Iteration 48Q: 3 clusters Score -4682766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4682767.500000 Penalty: 5168.180664
	Iteration 49Q: 3 clusters Score -4682768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4682771.000000 Penalty: 5168.180664
	Iteration 50Q: 3 clusters Score -4682771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4682770.000000 Penalty: 5168.180664
	Iteration 51Q: 3 clusters Score -4682770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4682767.000000 Penalty: 5168.180664
	Iteration 52Q: 3 clusters Score -4682767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4682769.000000 Penalty: 5168.180664
	Iteration 53Q: 3 clusters Score -4682769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4682772.000000 Penalty: 5168.180664
	Iteration 54Q: 3 clusters Score -4682772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4682777.000000 Penalty: 5168.180664
	Iteration 55Q: 3 clusters Score -4682777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4682772.500000 Penalty: 5168.180664
	Iteration 56Q: 3 clusters Score -4682772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4682774.500000 Penalty: 5168.180664
	Iteration 57Q: 3 clusters Score -4682774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4682777.000000 Penalty: 5168.180664
	Iteration 58Q: 3 clusters Score -4682777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4682777.500000 Penalty: 5168.180664
	Iteration 59Q: 3 clusters Score -4682778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4682777.500000 Penalty: 5168.180664
	Iteration 60F: 3 clusters Score -4682778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Entering Unmasked Estep 
Score: -5736970.000000 Penalty: 2642.474609
	Iteration 0F: 2 clusters Score -5736970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -5708218.000000 Penalty: 5284.949219
	Iteration 0F: 3 clusters Score -5708218 nChanged 19513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -5718957.000000 Penalty: 5284.949219
	Iteration 1F: 3 clusters Score -5718957 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -5719384.500000 Penalty: 5284.949219
	Iteration 2Q: 3 clusters Score -5719384 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -5719811.000000 Penalty: 5284.949219
	Iteration 3Q: 3 clusters Score -5719811 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -5720158.000000 Penalty: 5284.949219
	Iteration 4Q: 3 clusters Score -5720158 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -5720526.500000 Penalty: 5284.949219
	Iteration 5Q: 3 clusters Score -5720526 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -5720829.500000 Penalty: 5284.949219
	Iteration 6Q: 3 clusters Score -5720830 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -5721125.000000 Penalty: 5284.949219
	Iteration 7Q: 3 clusters Score -5721125 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -5721399.000000 Penalty: 5284.949219
	Iteration 8Q: 3 clusters Score -5721399 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -5721655.500000 Penalty: 5284.949219
	Iteration 9Q: 3 clusters Score -5721656 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -5721905.000000 Penalty: 5284.949219
	Iteration 10Q: 3 clusters Score -5721905 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -5722143.500000 Penalty: 5284.949219
	Iteration 11Q: 3 clusters Score -5722144 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -5722401.500000 Penalty: 5284.949219
	Iteration 12Q: 3 clusters Score -5722402 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -5722653.500000 Penalty: 5284.949219
	Iteration 13Q: 3 clusters Score -5722654 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -5722947.000000 Penalty: 5284.949219
	Iteration 14Q: 3 clusters Score -5722947 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -5723227.500000 Penalty: 5284.949219
	Iteration 15Q: 3 clusters Score -5723228 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -5723564.500000 Penalty: 5284.949219
	Iteration 16Q: 3 clusters Score -5723564 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -5723962.500000 Penalty: 5284.949219
	Iteration 17Q: 3 clusters Score -5723962 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -5724430.000000 Penalty: 5284.949219
	Iteration 18Q: 3 clusters Score -5724430 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -5724874.500000 Penalty: 5284.949219
	Iteration 19Q: 3 clusters Score -5724874 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -5725409.500000 Penalty: 5284.949219
	Iteration 20F: 3 clusters Score -5725410 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -5726030.000000 Penalty: 5284.949219
	Iteration 21Q: 3 clusters Score -5726030 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -5726681.000000 Penalty: 5284.949219
	Iteration 22Q: 3 clusters Score -5726681 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -5727246.500000 Penalty: 5284.949219
	Iteration 23Q: 3 clusters Score -5727246 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -5727794.000000 Penalty: 5284.949219
	Iteration 24Q: 3 clusters Score -5727794 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -5728248.500000 Penalty: 5284.949219
	Iteration 25Q: 3 clusters Score -5728248 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -5728616.000000 Penalty: 5284.949219
	Iteration 26Q: 3 clusters Score -5728616 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -5728944.500000 Penalty: 5284.949219
	Iteration 27Q: 3 clusters Score -5728944 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -5729295.000000 Penalty: 5284.949219
	Iteration 28Q: 3 clusters Score -5729295 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -5729602.000000 Penalty: 5284.949219
	Iteration 29Q: 3 clusters Score -5729602 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -5729855.000000 Penalty: 5284.949219
	Iteration 30Q: 3 clusters Score -5729855 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -5730202.000000 Penalty: 5284.949219
	Iteration 31Q: 3 clusters Score -5730202 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -5730568.000000 Penalty: 5284.949219
	Iteration 32Q: 3 clusters Score -5730568 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -5731006.500000 Penalty: 5284.949219
	Iteration 33Q: 3 clusters Score -5731006 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -5731390.000000 Penalty: 5284.949219
	Iteration 34Q: 3 clusters Score -5731390 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -5731820.000000 Penalty: 5284.949219
	Iteration 35Q: 3 clusters Score -5731820 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -5732215.500000 Penalty: 5284.949219
	Iteration 36Q: 3 clusters Score -5732216 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -5732598.000000 Penalty: 5284.949219
	Iteration 37Q: 3 clusters Score -5732598 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5733017.000000 Penalty: 5284.949219
	Iteration 38Q: 3 clusters Score -5733017 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5733359.000000 Penalty: 5284.949219
	Iteration 39Q: 3 clusters Score -5733359 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5733734.000000 Penalty: 5284.949219
	Iteration 40F: 3 clusters Score -5733734 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5734004.000000 Penalty: 5284.949219
	Iteration 41Q: 3 clusters Score -5734004 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5734188.500000 Penalty: 5284.949219
	Iteration 42Q: 3 clusters Score -5734188 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5734319.500000 Penalty: 5284.949219
	Iteration 43Q: 3 clusters Score -5734320 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5734441.500000 Penalty: 5284.949219
	Iteration 44Q: 3 clusters Score -5734442 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5734495.500000 Penalty: 5284.949219
	Iteration 45Q: 3 clusters Score -5734496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5734521.000000 Penalty: 5284.949219
	Iteration 46Q: 3 clusters Score -5734521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5734550.000000 Penalty: 5284.949219
	Iteration 47Q: 3 clusters Score -5734550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5734563.500000 Penalty: 5284.949219
	Iteration 48Q: 3 clusters Score -5734564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5734571.000000 Penalty: 5284.949219
	Iteration 49Q: 3 clusters Score -5734571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5734576.000000 Penalty: 5284.949219
	Iteration 50Q: 3 clusters Score -5734576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5734591.000000 Penalty: 5284.949219
	Iteration 51Q: 3 clusters Score -5734591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5734598.500000 Penalty: 5284.949219
	Iteration 52Q: 3 clusters Score -5734598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5734608.000000 Penalty: 5284.949219
	Iteration 53Q: 3 clusters Score -5734608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5734628.000000 Penalty: 5284.949219
	Iteration 54Q: 3 clusters Score -5734628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5734639.000000 Penalty: 5284.949219
	Iteration 55Q: 3 clusters Score -5734639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5734638.500000 Penalty: 5284.949219
	Iteration 56Q: 3 clusters Score -5734638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5734644.000000 Penalty: 5284.949219
	Iteration 57Q: 3 clusters Score -5734644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5734650.000000 Penalty: 5284.949219
	Iteration 58Q: 3 clusters Score -5734650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5734652.000000 Penalty: 5284.949219
	Iteration 59Q: 3 clusters Score -5734652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5734652.000000 Penalty: 5284.949219
	Iteration 60F: 3 clusters Score -5734652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Entering Unmasked Estep 
Score: -700530.375000 Penalty: 2130.936523
	Iteration 0F: 2 clusters Score -700530.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -695808.500000 Penalty: 4261.873047
	Iteration 0F: 3 clusters Score -695808.5 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -696933.437500 Penalty: 4261.873047
	Iteration 1F: 3 clusters Score -696933.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -697134.187500 Penalty: 4261.873047
	Iteration 2F: 3 clusters Score -697134.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -697285.812500 Penalty: 4261.873047
	Iteration 3Q: 3 clusters Score -697285.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -697415.000000 Penalty: 4261.873047
	Iteration 4Q: 3 clusters Score -697415 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -697520.437500 Penalty: 4261.873047
	Iteration 5Q: 3 clusters Score -697520.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -697592.500000 Penalty: 4261.873047
	Iteration 6Q: 3 clusters Score -697592.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -697654.875000 Penalty: 4261.873047
	Iteration 7Q: 3 clusters Score -697654.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -697722.250000 Penalty: 4261.873047
	Iteration 8Q: 3 clusters Score -697722.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -697792.687500 Penalty: 4261.873047
	Iteration 9Q: 3 clusters Score -697792.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -697866.625000 Penalty: 4261.873047
	Iteration 10Q: 3 clusters Score -697866.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -697933.000000 Penalty: 4261.873047
	Iteration 11Q: 3 clusters Score -697933 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -698006.062500 Penalty: 4261.873047
	Iteration 12Q: 3 clusters Score -698006.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -698083.125000 Penalty: 4261.873047
	Iteration 13Q: 3 clusters Score -698083.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -698155.187500 Penalty: 4261.873047
	Iteration 14Q: 3 clusters Score -698155.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -698223.812500 Penalty: 4261.873047
	Iteration 15Q: 3 clusters Score -698223.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -698280.250000 Penalty: 4261.873047
	Iteration 16Q: 3 clusters Score -698280.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -698344.250000 Penalty: 4261.873047
	Iteration 17Q: 3 clusters Score -698344.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -698411.750000 Penalty: 4261.873047
	Iteration 18Q: 3 clusters Score -698411.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -698465.062500 Penalty: 4261.873047
	Iteration 19Q: 3 clusters Score -698465.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -698509.375000 Penalty: 4261.873047
	Iteration 20F: 3 clusters Score -698509.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -698544.562500 Penalty: 4261.873047
	Iteration 21Q: 3 clusters Score -698544.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -698570.250000 Penalty: 4261.873047
	Iteration 22Q: 3 clusters Score -698570.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -698588.375000 Penalty: 4261.873047
	Iteration 23Q: 3 clusters Score -698588.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -698602.625000 Penalty: 4261.873047
	Iteration 24Q: 3 clusters Score -698602.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -698610.875000 Penalty: 4261.873047
	Iteration 25Q: 3 clusters Score -698610.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -698618.687500 Penalty: 4261.873047
	Iteration 26Q: 3 clusters Score -698618.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -698626.437500 Penalty: 4261.873047
	Iteration 27Q: 3 clusters Score -698626.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -698638.125000 Penalty: 4261.873047
	Iteration 28Q: 3 clusters Score -698638.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -698643.375000 Penalty: 4261.873047
	Iteration 29Q: 3 clusters Score -698643.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -698651.812500 Penalty: 4261.873047
	Iteration 30Q: 3 clusters Score -698651.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -698665.187500 Penalty: 4261.873047
	Iteration 31Q: 3 clusters Score -698665.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -698676.125000 Penalty: 4261.873047
	Iteration 32Q: 3 clusters Score -698676.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -698683.937500 Penalty: 4261.873047
	Iteration 33Q: 3 clusters Score -698683.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -698694.125000 Penalty: 4261.873047
	Iteration 34Q: 3 clusters Score -698694.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -698702.625000 Penalty: 4261.873047
	Iteration 35Q: 3 clusters Score -698702.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -698709.187500 Penalty: 4261.873047
	Iteration 36Q: 3 clusters Score -698709.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -698716.750000 Penalty: 4261.873047
	Iteration 37Q: 3 clusters Score -698716.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -698722.500000 Penalty: 4261.873047
	Iteration 38Q: 3 clusters Score -698722.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -698723.250000 Penalty: 4261.873047
	Iteration 39Q: 3 clusters Score -698723.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -698723.312500 Penalty: 4261.873047
	Iteration 40F: 3 clusters Score -698723.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -698724.437500 Penalty: 4261.873047
	Iteration 41Q: 3 clusters Score -698724.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -698726.312500 Penalty: 4261.873047
	Iteration 42Q: 3 clusters Score -698726.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -698726.437500 Penalty: 4261.873047
	Iteration 43Q: 3 clusters Score -698726.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -698728.625000 Penalty: 4261.873047
	Iteration 44Q: 3 clusters Score -698728.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -698732.000000 Penalty: 4261.873047
	Iteration 45Q: 3 clusters Score -698732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -698733.062500 Penalty: 4261.873047
	Iteration 46Q: 3 clusters Score -698733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -698735.562500 Penalty: 4261.873047
	Iteration 47Q: 3 clusters Score -698735.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -698736.875000 Penalty: 4261.873047
	Iteration 48Q: 3 clusters Score -698736.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -698736.437500 Penalty: 4261.873047
	Iteration 49Q: 3 clusters Score -698736.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -698737.500000 Penalty: 4261.873047
	Iteration 50Q: 3 clusters Score -698737.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -698738.750000 Penalty: 4261.873047
	Iteration 51Q: 3 clusters Score -698738.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -698740.687500 Penalty: 4261.873047
	Iteration 52Q: 3 clusters Score -698740.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -698743.187500 Penalty: 4261.873047
	Iteration 53Q: 3 clusters Score -698743.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -698748.000000 Penalty: 4261.873047
	Iteration 54Q: 3 clusters Score -698748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -698754.750000 Penalty: 4261.873047
	Iteration 55Q: 3 clusters Score -698754.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -698760.812500 Penalty: 4261.873047
	Iteration 56Q: 3 clusters Score -698760.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -698763.562500 Penalty: 4261.873047
	Iteration 57Q: 3 clusters Score -698763.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -698765.250000 Penalty: 4261.873047
	Iteration 58Q: 3 clusters Score -698765.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -698770.250000 Penalty: 4261.873047
	Iteration 59Q: 3 clusters Score -698770.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -698773.187500 Penalty: 4261.873047
	Iteration 60F: 3 clusters Score -698773.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -698776.000000 Penalty: 4261.873047
	Iteration 61Q: 3 clusters Score -698776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -698777.812500 Penalty: 4261.873047
	Iteration 62Q: 3 clusters Score -698777.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -698778.312500 Penalty: 4261.873047
	Iteration 63Q: 3 clusters Score -698778.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -698778.312500 Penalty: 4261.873047
	Iteration 64F: 3 clusters Score -698778.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Entering Unmasked Estep 
Score: -884731.500000 Penalty: 2174.490723
	Iteration 0F: 2 clusters Score -884731.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -879278.437500 Penalty: 4348.981445
	Iteration 0F: 3 clusters Score -879278.4 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -880670.437500 Penalty: 4348.981445
	Iteration 1F: 3 clusters Score -880670.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -880893.875000 Penalty: 4348.981445
	Iteration 2F: 3 clusters Score -880893.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -881021.937500 Penalty: 4348.981445
	Iteration 3Q: 3 clusters Score -881021.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -881127.625000 Penalty: 4348.981445
	Iteration 4Q: 3 clusters Score -881127.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -881215.875000 Penalty: 4348.981445
	Iteration 5Q: 3 clusters Score -881215.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -881288.562500 Penalty: 4348.981445
	Iteration 6Q: 3 clusters Score -881288.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -881359.437500 Penalty: 4348.981445
	Iteration 7Q: 3 clusters Score -881359.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -881440.500000 Penalty: 4348.981445
	Iteration 8Q: 3 clusters Score -881440.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -881530.750000 Penalty: 4348.981445
	Iteration 9Q: 3 clusters Score -881530.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -881631.625000 Penalty: 4348.981445
	Iteration 10Q: 3 clusters Score -881631.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -881720.750000 Penalty: 4348.981445
	Iteration 11Q: 3 clusters Score -881720.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -881812.875000 Penalty: 4348.981445
	Iteration 12Q: 3 clusters Score -881812.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -881900.250000 Penalty: 4348.981445
	Iteration 13Q: 3 clusters Score -881900.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -882005.937500 Penalty: 4348.981445
	Iteration 14Q: 3 clusters Score -882005.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -882105.812500 Penalty: 4348.981445
	Iteration 15Q: 3 clusters Score -882105.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -882210.937500 Penalty: 4348.981445
	Iteration 16Q: 3 clusters Score -882210.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -882311.625000 Penalty: 4348.981445
	Iteration 17Q: 3 clusters Score -882311.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -882404.812500 Penalty: 4348.981445
	Iteration 18Q: 3 clusters Score -882404.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -882479.750000 Penalty: 4348.981445
	Iteration 19Q: 3 clusters Score -882479.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -882545.750000 Penalty: 4348.981445
	Iteration 20F: 3 clusters Score -882545.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -882609.250000 Penalty: 4348.981445
	Iteration 21Q: 3 clusters Score -882609.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -882656.437500 Penalty: 4348.981445
	Iteration 22Q: 3 clusters Score -882656.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -882714.062500 Penalty: 4348.981445
	Iteration 23Q: 3 clusters Score -882714.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -882763.687500 Penalty: 4348.981445
	Iteration 24Q: 3 clusters Score -882763.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -882792.500000 Penalty: 4348.981445
	Iteration 25Q: 3 clusters Score -882792.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -882809.062500 Penalty: 4348.981445
	Iteration 26Q: 3 clusters Score -882809.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -882831.562500 Penalty: 4348.981445
	Iteration 27Q: 3 clusters Score -882831.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -882842.625000 Penalty: 4348.981445
	Iteration 28Q: 3 clusters Score -882842.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -882859.500000 Penalty: 4348.981445
	Iteration 29Q: 3 clusters Score -882859.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -882872.500000 Penalty: 4348.981445
	Iteration 30Q: 3 clusters Score -882872.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -882879.562500 Penalty: 4348.981445
	Iteration 31Q: 3 clusters Score -882879.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -882888.187500 Penalty: 4348.981445
	Iteration 32Q: 3 clusters Score -882888.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -882898.312500 Penalty: 4348.981445
	Iteration 33Q: 3 clusters Score -882898.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -882905.187500 Penalty: 4348.981445
	Iteration 34Q: 3 clusters Score -882905.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -882914.250000 Penalty: 4348.981445
	Iteration 35Q: 3 clusters Score -882914.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -882923.937500 Penalty: 4348.981445
	Iteration 36Q: 3 clusters Score -882923.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -882931.875000 Penalty: 4348.981445
	Iteration 37Q: 3 clusters Score -882931.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -882936.125000 Penalty: 4348.981445
	Iteration 38Q: 3 clusters Score -882936.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -882941.437500 Penalty: 4348.981445
	Iteration 39Q: 3 clusters Score -882941.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -882942.937500 Penalty: 4348.981445
	Iteration 40F: 3 clusters Score -882942.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -882945.187500 Penalty: 4348.981445
	Iteration 41Q: 3 clusters Score -882945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -882946.625000 Penalty: 4348.981445
	Iteration 42Q: 3 clusters Score -882946.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -882946.875000 Penalty: 4348.981445
	Iteration 43Q: 3 clusters Score -882946.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -882948.812500 Penalty: 4348.981445
	Iteration 44Q: 3 clusters Score -882948.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -882950.062500 Penalty: 4348.981445
	Iteration 45Q: 3 clusters Score -882950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -882950.625000 Penalty: 4348.981445
	Iteration 46Q: 3 clusters Score -882950.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -882951.250000 Penalty: 4348.981445
	Iteration 47Q: 3 clusters Score -882951.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -882952.812500 Penalty: 4348.981445
	Iteration 48Q: 3 clusters Score -882952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -882954.375000 Penalty: 4348.981445
	Iteration 49Q: 3 clusters Score -882954.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -882955.812500 Penalty: 4348.981445
	Iteration 50Q: 3 clusters Score -882955.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -882958.500000 Penalty: 4348.981445
	Iteration 51Q: 3 clusters Score -882958.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -882963.875000 Penalty: 4348.981445
	Iteration 52Q: 3 clusters Score -882963.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -882965.687500 Penalty: 4348.981445
	Iteration 53Q: 3 clusters Score -882965.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -882973.125000 Penalty: 4348.981445
	Iteration 54Q: 3 clusters Score -882973.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -882979.687500 Penalty: 4348.981445
	Iteration 55Q: 3 clusters Score -882979.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -882984.937500 Penalty: 4348.981445
	Iteration 56Q: 3 clusters Score -882984.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -882990.625000 Penalty: 4348.981445
	Iteration 57Q: 3 clusters Score -882990.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -882995.812500 Penalty: 4348.981445
	Iteration 58Q: 3 clusters Score -882995.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -882999.625000 Penalty: 4348.981445
	Iteration 59Q: 3 clusters Score -882999.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -883003.312500 Penalty: 4348.981445
	Iteration 60F: 3 clusters Score -883003.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -883006.437500 Penalty: 4348.981445
	Iteration 61Q: 3 clusters Score -883006.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -883006.437500 Penalty: 4348.981445
	Iteration 62Q: 3 clusters Score -883006.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -883006.437500 Penalty: 4348.981445
	Iteration 63F: 3 clusters Score -883006.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -657895.375000 Penalty: 2111.866699
	Iteration 0F: 2 clusters Score -657895.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -653389.187500 Penalty: 4223.733398
	Iteration 0F: 3 clusters Score -653389.2 nChanged 1934
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: -654676.437500 Penalty: 4223.733398
	Iteration 1F: 3 clusters Score -654676.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -655072.312500 Penalty: 4223.733398
	Iteration 2F: 3 clusters Score -655072.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -655424.500000 Penalty: 4223.733398
	Iteration 3F: 3 clusters Score -655424.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -655700.875000 Penalty: 4223.733398
	Iteration 4F: 3 clusters Score -655700.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -655908.750000 Penalty: 4223.733398
	Iteration 5F: 3 clusters Score -655908.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -656099.312500 Penalty: 4223.733398
	Iteration 6Q: 3 clusters Score -656099.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -656250.812500 Penalty: 4223.733398
	Iteration 7Q: 3 clusters Score -656250.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -656364.687500 Penalty: 4223.733398
	Iteration 8Q: 3 clusters Score -656364.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -656444.875000 Penalty: 4223.733398
	Iteration 9Q: 3 clusters Score -656444.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -656505.937500 Penalty: 4223.733398
	Iteration 10Q: 3 clusters Score -656505.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -656547.875000 Penalty: 4223.733398
	Iteration 11Q: 3 clusters Score -656547.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -656584.187500 Penalty: 4223.733398
	Iteration 12Q: 3 clusters Score -656584.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -656613.125000 Penalty: 4223.733398
	Iteration 13Q: 3 clusters Score -656613.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -656639.687500 Penalty: 4223.733398
	Iteration 14Q: 3 clusters Score -656639.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -656659.125000 Penalty: 4223.733398
	Iteration 15Q: 3 clusters Score -656659.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -656678.062500 Penalty: 4223.733398
	Iteration 16Q: 3 clusters Score -656678.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -656694.687500 Penalty: 4223.733398
	Iteration 17Q: 3 clusters Score -656694.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -656706.437500 Penalty: 4223.733398
	Iteration 18Q: 3 clusters Score -656706.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -656715.437500 Penalty: 4223.733398
	Iteration 19Q: 3 clusters Score -656715.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -656718.375000 Penalty: 4223.733398
	Iteration 20F: 3 clusters Score -656718.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -656721.812500 Penalty: 4223.733398
	Iteration 21Q: 3 clusters Score -656721.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -656725.875000 Penalty: 4223.733398
	Iteration 22Q: 3 clusters Score -656725.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -656732.375000 Penalty: 4223.733398
	Iteration 23Q: 3 clusters Score -656732.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -656733.312500 Penalty: 4223.733398
	Iteration 24Q: 3 clusters Score -656733.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -656737.750000 Penalty: 4223.733398
	Iteration 25Q: 3 clusters Score -656737.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -656738.687500 Penalty: 4223.733398
	Iteration 26Q: 3 clusters Score -656738.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -656740.312500 Penalty: 4223.733398
	Iteration 27Q: 3 clusters Score -656740.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -656742.125000 Penalty: 4223.733398
	Iteration 28Q: 3 clusters Score -656742.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -656742.937500 Penalty: 4223.733398
	Iteration 29Q: 3 clusters Score -656742.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -656743.750000 Penalty: 4223.733398
	Iteration 30Q: 3 clusters Score -656743.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -656743.750000 Penalty: 4223.733398
	Iteration 31F: 3 clusters Score -656743.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Entering Unmasked Estep 
Score: -3929581.250000 Penalty: 2540.102783
	Iteration 0F: 2 clusters Score -3929581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3910195.500000 Penalty: 5080.205566
	Iteration 0F: 3 clusters Score -3910196 nChanged 12614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3917013.500000 Penalty: 5080.205566
	Iteration 1F: 3 clusters Score -3917014 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -3917430.250000 Penalty: 5080.205566
	Iteration 2Q: 3 clusters Score -3917430 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -3917818.250000 Penalty: 5080.205566
	Iteration 3Q: 3 clusters Score -3917818 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3918212.500000 Penalty: 5080.205566
	Iteration 4Q: 3 clusters Score -3918212 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -3918656.000000 Penalty: 5080.205566
	Iteration 5Q: 3 clusters Score -3918656 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -3919283.000000 Penalty: 5080.205566
	Iteration 6Q: 3 clusters Score -3919283 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -3920166.250000 Penalty: 5080.205566
	Iteration 7F: 3 clusters Score -3920166 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -3921544.750000 Penalty: 5080.205566
	Iteration 8F: 3 clusters Score -3921545 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3923207.000000 Penalty: 5080.205566
	Iteration 9F: 3 clusters Score -3923207 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -3924821.250000 Penalty: 5080.205566
	Iteration 10F: 3 clusters Score -3924821 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3926027.500000 Penalty: 5080.205566
	Iteration 11Q: 3 clusters Score -3926028 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3926723.250000 Penalty: 5080.205566
	Iteration 12Q: 3 clusters Score -3926723 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -3927045.250000 Penalty: 5080.205566
	Iteration 13Q: 3 clusters Score -3927045 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3927242.250000 Penalty: 5080.205566
	Iteration 14Q: 3 clusters Score -3927242 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3927355.500000 Penalty: 5080.205566
	Iteration 15Q: 3 clusters Score -3927356 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3927439.250000 Penalty: 5080.205566
	Iteration 16Q: 3 clusters Score -3927439 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3927494.750000 Penalty: 5080.205566
	Iteration 17Q: 3 clusters Score -3927495 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3927528.750000 Penalty: 5080.205566
	Iteration 18Q: 3 clusters Score -3927529 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3927556.250000 Penalty: 5080.205566
	Iteration 19Q: 3 clusters Score -3927556 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3927573.250000 Penalty: 5080.205566
	Iteration 20F: 3 clusters Score -3927573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3927584.000000 Penalty: 5080.205566
	Iteration 21Q: 3 clusters Score -3927584 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3927589.750000 Penalty: 5080.205566
	Iteration 22Q: 3 clusters Score -3927590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3927606.250000 Penalty: 5080.205566
	Iteration 23Q: 3 clusters Score -3927606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3927624.250000 Penalty: 5080.205566
	Iteration 24Q: 3 clusters Score -3927624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3927622.500000 Penalty: 5080.205566
	Iteration 25Q: 3 clusters Score -3927622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3927625.750000 Penalty: 5080.205566
	Iteration 26Q: 3 clusters Score -3927626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3927639.250000 Penalty: 5080.205566
	Iteration 27Q: 3 clusters Score -3927639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3927642.750000 Penalty: 5080.205566
	Iteration 28Q: 3 clusters Score -3927643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3927656.250000 Penalty: 5080.205566
	Iteration 29Q: 3 clusters Score -3927656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3927655.750000 Penalty: 5080.205566
	Iteration 30Q: 3 clusters Score -3927656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3927662.750000 Penalty: 5080.205566
	Iteration 31Q: 3 clusters Score -3927663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3927675.000000 Penalty: 5080.205566
	Iteration 32Q: 3 clusters Score -3927675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3927691.250000 Penalty: 5080.205566
	Iteration 33Q: 3 clusters Score -3927691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3927701.250000 Penalty: 5080.205566
	Iteration 34Q: 3 clusters Score -3927701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3927706.500000 Penalty: 5080.205566
	Iteration 35Q: 3 clusters Score -3927706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3927706.250000 Penalty: 5080.205566
	Iteration 36Q: 3 clusters Score -3927706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3927705.750000 Penalty: 5080.205566
	Iteration 37Q: 3 clusters Score -3927706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3927702.500000 Penalty: 5080.205566
	Iteration 38Q: 3 clusters Score -3927702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3927699.500000 Penalty: 5080.205566
	Iteration 39Q: 3 clusters Score -3927700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3927702.750000 Penalty: 5080.205566
	Iteration 40F: 3 clusters Score -3927703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3927706.500000 Penalty: 5080.205566
	Iteration 41Q: 3 clusters Score -3927706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3927704.750000 Penalty: 5080.205566
	Iteration 42Q: 3 clusters Score -3927705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3927707.500000 Penalty: 5080.205566
	Iteration 43Q: 3 clusters Score -3927708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3927707.000000 Penalty: 5080.205566
	Iteration 44Q: 3 clusters Score -3927707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3927713.000000 Penalty: 5080.205566
	Iteration 45Q: 3 clusters Score -3927713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3927723.750000 Penalty: 5080.205566
	Iteration 46Q: 3 clusters Score -3927724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3927725.000000 Penalty: 5080.205566
	Iteration 47Q: 3 clusters Score -3927725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3927731.500000 Penalty: 5080.205566
	Iteration 48Q: 3 clusters Score -3927732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3927723.250000 Penalty: 5080.205566
	Iteration 49Q: 3 clusters Score -3927723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3927724.500000 Penalty: 5080.205566
	Iteration 50Q: 3 clusters Score -3927724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3927728.000000 Penalty: 5080.205566
	Iteration 51Q: 3 clusters Score -3927728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3927732.000000 Penalty: 5080.205566
	Iteration 52Q: 3 clusters Score -3927732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3927735.750000 Penalty: 5080.205566
	Iteration 53Q: 3 clusters Score -3927736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3927743.000000 Penalty: 5080.205566
	Iteration 54Q: 3 clusters Score -3927743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3927742.250000 Penalty: 5080.205566
	Iteration 55Q: 3 clusters Score -3927742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3927741.750000 Penalty: 5080.205566
	Iteration 56Q: 3 clusters Score -3927742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3927745.750000 Penalty: 5080.205566
	Iteration 57Q: 3 clusters Score -3927746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3927742.500000 Penalty: 5080.205566
	Iteration 58Q: 3 clusters Score -3927742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3927745.250000 Penalty: 5080.205566
	Iteration 59Q: 3 clusters Score -3927745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3927745.000000 Penalty: 5080.205566
	Iteration 60F: 3 clusters Score -3927745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3927747.250000 Penalty: 5080.205566
	Iteration 61Q: 3 clusters Score -3927747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3927748.000000 Penalty: 5080.205566
	Iteration 62Q: 3 clusters Score -3927748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3927751.000000 Penalty: 5080.205566
	Iteration 63Q: 3 clusters Score -3927751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3927749.750000 Penalty: 5080.205566
	Iteration 64Q: 3 clusters Score -3927750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3927748.750000 Penalty: 5080.205566
	Iteration 65Q: 3 clusters Score -3927749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3927746.500000 Penalty: 5080.205566
	Iteration 66Q: 3 clusters Score -3927746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3927749.750000 Penalty: 5080.205566
	Iteration 67Q: 3 clusters Score -3927750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3927753.250000 Penalty: 5080.205566
	Iteration 68Q: 3 clusters Score -3927753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3927756.750000 Penalty: 5080.205566
	Iteration 69Q: 3 clusters Score -3927757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3927753.750000 Penalty: 5080.205566
	Iteration 70Q: 3 clusters Score -3927754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3927750.000000 Penalty: 5080.205566
	Iteration 71Q: 3 clusters Score -3927750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3927751.500000 Penalty: 5080.205566
	Iteration 72Q: 3 clusters Score -3927752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3927754.250000 Penalty: 5080.205566
	Iteration 73Q: 3 clusters Score -3927754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3927755.500000 Penalty: 5080.205566
	Iteration 74Q: 3 clusters Score -3927756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3927755.500000 Penalty: 5080.205566
	Iteration 75F: 3 clusters Score -3927756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (208070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208070 members 
Entering Unmasked Estep 
Score: -29055102.000000 Penalty: 3036.916260
	Iteration 0F: 2 clusters Score -2.90551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104073 members 
Mstep: Class 2 contains 103997 members 
Entering Unmasked Estep 
Score: -28931450.000000 Penalty: 6073.832520
	Iteration 0F: 3 clusters Score -2.893145e+07 nChanged 99885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105722 members 
Mstep: Class 2 contains 102348 members 
Entering Unmasked Estep 
Score: -28989788.000000 Penalty: 6073.832520
	Iteration 1F: 3 clusters Score -2.898979e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106992 members 
Mstep: Class 2 contains 101078 members 
Entering Unmasked Estep 
Score: -28991064.000000 Penalty: 6073.832520
	Iteration 2Q: 3 clusters Score -2.899106e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109021 members 
Mstep: Class 2 contains 99049 members 
Entering Unmasked Estep 
Score: -28992718.000000 Penalty: 6073.832520
	Iteration 3Q: 3 clusters Score -2.899272e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112018 members 
Mstep: Class 2 contains 96052 members 
Entering Unmasked Estep 
Score: -28994536.000000 Penalty: 6073.832520
	Iteration 4Q: 3 clusters Score -2.899454e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116323 members 
Mstep: Class 2 contains 91747 members 
Entering Unmasked Estep 
Score: -28997708.000000 Penalty: 6073.832520
	Iteration 5Q: 3 clusters Score -2.899771e+07 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122265 members 
Mstep: Class 2 contains 85805 members 
Entering Unmasked Estep 
Score: -29002078.000000 Penalty: 6073.832520
	Iteration 6Q: 3 clusters Score -2.900208e+07 nChanged 11527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129768 members 
Mstep: Class 2 contains 78302 members 
Entering Unmasked Estep 
Score: -29009352.000000 Penalty: 6073.832520
	Iteration 7F: 3 clusters Score -2.900935e+07 nChanged 13028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138008 members 
Mstep: Class 2 contains 70062 members 
Entering Unmasked Estep 
Score: -29018810.000000 Penalty: 6073.832520
	Iteration 8F: 3 clusters Score -2.901881e+07 nChanged 12853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145127 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -29028194.000000 Penalty: 6073.832520
	Iteration 9F: 3 clusters Score -2.902819e+07 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150150 members 
Mstep: Class 2 contains 57920 members 
Entering Unmasked Estep 
Score: -29034464.000000 Penalty: 6073.832520
	Iteration 10F: 3 clusters Score -2.903446e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154243 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -29037352.000000 Penalty: 6073.832520
	Iteration 11Q: 3 clusters Score -2.903735e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158071 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -29038624.000000 Penalty: 6073.832520
	Iteration 12Q: 3 clusters Score -2.903862e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161813 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -29039658.000000 Penalty: 6073.832520
	Iteration 13Q: 3 clusters Score -2.903966e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165647 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -29040658.000000 Penalty: 6073.832520
	Iteration 14Q: 3 clusters Score -2.904066e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169559 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -29041724.000000 Penalty: 6073.832520
	Iteration 15Q: 3 clusters Score -2.904172e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173338 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -29042712.000000 Penalty: 6073.832520
	Iteration 16Q: 3 clusters Score -2.904271e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176911 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -29043542.000000 Penalty: 6073.832520
	Iteration 17Q: 3 clusters Score -2.904354e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180254 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -29044434.000000 Penalty: 6073.832520
	Iteration 18Q: 3 clusters Score -2.904443e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183372 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -29045446.000000 Penalty: 6073.832520
	Iteration 19Q: 3 clusters Score -2.904545e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186262 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -29046386.000000 Penalty: 6073.832520
	Iteration 20F: 3 clusters Score -2.904639e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188969 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -29047144.000000 Penalty: 6073.832520
	Iteration 21Q: 3 clusters Score -2.904714e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191447 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -29048066.000000 Penalty: 6073.832520
	Iteration 22Q: 3 clusters Score -2.904807e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193706 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -29048824.000000 Penalty: 6073.832520
	Iteration 23Q: 3 clusters Score -2.904882e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195729 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -29049470.000000 Penalty: 6073.832520
	Iteration 24Q: 3 clusters Score -2.904947e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197482 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -29049854.000000 Penalty: 6073.832520
	Iteration 25Q: 3 clusters Score -2.904985e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199059 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -29050204.000000 Penalty: 6073.832520
	Iteration 26Q: 3 clusters Score -2.90502e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200574 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -29050580.000000 Penalty: 6073.832520
	Iteration 27Q: 3 clusters Score -2.905058e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202002 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -29051042.000000 Penalty: 6073.832520
	Iteration 28Q: 3 clusters Score -2.905104e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203268 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -29051494.000000 Penalty: 6073.832520
	Iteration 29Q: 3 clusters Score -2.905149e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204355 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -29051700.000000 Penalty: 6073.832520
	Iteration 30Q: 3 clusters Score -2.90517e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205204 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -29051878.000000 Penalty: 6073.832520
	Iteration 31Q: 3 clusters Score -2.905188e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205845 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -29052152.000000 Penalty: 6073.832520
	Iteration 32Q: 3 clusters Score -2.905215e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206282 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -29052246.000000 Penalty: 6073.832520
	Iteration 33Q: 3 clusters Score -2.905225e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206611 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -29052406.000000 Penalty: 6073.832520
	Iteration 34Q: 3 clusters Score -2.905241e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206815 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -29052438.000000 Penalty: 6073.832520
	Iteration 35Q: 3 clusters Score -2.905244e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206950 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -29052512.000000 Penalty: 6073.832520
	Iteration 36Q: 3 clusters Score -2.905251e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207049 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -29052552.000000 Penalty: 6073.832520
	Iteration 37Q: 3 clusters Score -2.905255e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207109 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -29052590.000000 Penalty: 6073.832520
	Iteration 38Q: 3 clusters Score -2.905259e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207157 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -29052622.000000 Penalty: 6073.832520
	Iteration 39Q: 3 clusters Score -2.905262e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207197 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -29052622.000000 Penalty: 6073.832520
	Iteration 40F: 3 clusters Score -2.905262e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207222 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -29052624.000000 Penalty: 6073.832520
	Iteration 41Q: 3 clusters Score -2.905262e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207240 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -29052624.000000 Penalty: 6073.832520
	Iteration 42Q: 3 clusters Score -2.905262e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207253 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -29052640.000000 Penalty: 6073.832520
	Iteration 43Q: 3 clusters Score -2.905264e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207268 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -29052638.000000 Penalty: 6073.832520
	Iteration 44Q: 3 clusters Score -2.905264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207279 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -29052658.000000 Penalty: 6073.832520
	Iteration 45Q: 3 clusters Score -2.905266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207290 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -29052634.000000 Penalty: 6073.832520
	Iteration 46Q: 3 clusters Score -2.905263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207300 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -29052664.000000 Penalty: 6073.832520
	Iteration 47Q: 3 clusters Score -2.905266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207309 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -29052662.000000 Penalty: 6073.832520
	Iteration 48Q: 3 clusters Score -2.905266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207314 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -29052668.000000 Penalty: 6073.832520
	Iteration 49Q: 3 clusters Score -2.905267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207315 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -29052686.000000 Penalty: 6073.832520
	Iteration 50Q: 3 clusters Score -2.905269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207319 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -29052670.000000 Penalty: 6073.832520
	Iteration 51Q: 3 clusters Score -2.905267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207319 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -29052670.000000 Penalty: 6073.832520
	Iteration 52F: 3 clusters Score -2.905267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -43785.046875 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -43785.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42417.222656 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -42417.22 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42525.738281 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -42525.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42546.332031 Penalty: 2909.768066
	Iteration 2Q: 3 clusters Score -42546.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42580.453125 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -42580.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42591.242188 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -42591.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42596.628906 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -42596.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42596.628906 Penalty: 2909.768066
	Iteration 6F: 3 clusters Score -42596.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Entering Unmasked Estep 
Score: -2198557.000000 Penalty: 2395.620117
	Iteration 0F: 2 clusters Score -2198557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2187244.250000 Penalty: 4791.240234
	Iteration 0F: 3 clusters Score -2187244 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2190817.000000 Penalty: 4791.240234
	Iteration 1F: 3 clusters Score -2190817 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2191220.250000 Penalty: 4791.240234
	Iteration 2F: 3 clusters Score -2191220 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2191577.750000 Penalty: 4791.240234
	Iteration 3F: 3 clusters Score -2191578 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2191937.000000 Penalty: 4791.240234
	Iteration 4Q: 3 clusters Score -2191937 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2192349.750000 Penalty: 4791.240234
	Iteration 5F: 3 clusters Score -2192350 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2192858.750000 Penalty: 4791.240234
	Iteration 6F: 3 clusters Score -2192859 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2193538.000000 Penalty: 4791.240234
	Iteration 7F: 3 clusters Score -2193538 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2194323.000000 Penalty: 4791.240234
	Iteration 8F: 3 clusters Score -2194323 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2195085.500000 Penalty: 4791.240234
	Iteration 9F: 3 clusters Score -2195086 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2195665.750000 Penalty: 4791.240234
	Iteration 10Q: 3 clusters Score -2195666 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2196029.750000 Penalty: 4791.240234
	Iteration 11Q: 3 clusters Score -2196030 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2196255.750000 Penalty: 4791.240234
	Iteration 12Q: 3 clusters Score -2196256 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2196386.250000 Penalty: 4791.240234
	Iteration 13Q: 3 clusters Score -2196386 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2196439.750000 Penalty: 4791.240234
	Iteration 14Q: 3 clusters Score -2196440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2196496.000000 Penalty: 4791.240234
	Iteration 15Q: 3 clusters Score -2196496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2196531.250000 Penalty: 4791.240234
	Iteration 16Q: 3 clusters Score -2196531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2196549.750000 Penalty: 4791.240234
	Iteration 17Q: 3 clusters Score -2196550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2196564.000000 Penalty: 4791.240234
	Iteration 18Q: 3 clusters Score -2196564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2196573.750000 Penalty: 4791.240234
	Iteration 19Q: 3 clusters Score -2196574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2196578.000000 Penalty: 4791.240234
	Iteration 20F: 3 clusters Score -2196578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2196578.500000 Penalty: 4791.240234
	Iteration 21Q: 3 clusters Score -2196578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2196581.250000 Penalty: 4791.240234
	Iteration 22Q: 3 clusters Score -2196581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2196581.000000 Penalty: 4791.240234
	Iteration 23Q: 3 clusters Score -2196581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2196580.500000 Penalty: 4791.240234
	Iteration 24Q: 3 clusters Score -2196580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2196580.000000 Penalty: 4791.240234
	Iteration 25Q: 3 clusters Score -2196580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2196581.250000 Penalty: 4791.240234
	Iteration 26Q: 3 clusters Score -2196581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2196586.000000 Penalty: 4791.240234
	Iteration 27Q: 3 clusters Score -2196586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2196584.500000 Penalty: 4791.240234
	Iteration 28Q: 3 clusters Score -2196584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2196584.250000 Penalty: 4791.240234
	Iteration 29Q: 3 clusters Score -2196584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2196587.000000 Penalty: 4791.240234
	Iteration 30Q: 3 clusters Score -2196587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2196587.500000 Penalty: 4791.240234
	Iteration 31Q: 3 clusters Score -2196588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2196590.000000 Penalty: 4791.240234
	Iteration 32Q: 3 clusters Score -2196590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2196590.000000 Penalty: 4791.240234
	Iteration 33F: 3 clusters Score -2196590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (237939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237939 members 
Entering Unmasked Estep 
Score: -33126986.000000 Penalty: 3070.182861
	Iteration 0F: 2 clusters Score -3.312699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118741 members 
Mstep: Class 2 contains 119198 members 
Entering Unmasked Estep 
Score: -32989172.000000 Penalty: 6140.365723
	Iteration 0F: 3 clusters Score -3.298917e+07 nChanged 114733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113334 members 
Mstep: Class 2 contains 124605 members 
Entering Unmasked Estep 
Score: -33056662.000000 Penalty: 6140.365723
	Iteration 1F: 3 clusters Score -3.305666e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109441 members 
Mstep: Class 2 contains 128498 members 
Entering Unmasked Estep 
Score: -33057974.000000 Penalty: 6140.365723
	Iteration 2Q: 3 clusters Score -3.305797e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103612 members 
Mstep: Class 2 contains 134327 members 
Entering Unmasked Estep 
Score: -33060096.000000 Penalty: 6140.365723
	Iteration 3Q: 3 clusters Score -3.30601e+07 nChanged 11360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95300 members 
Mstep: Class 2 contains 142639 members 
Entering Unmasked Estep 
Score: -33063852.000000 Penalty: 6140.365723
	Iteration 4Q: 3 clusters Score -3.306385e+07 nChanged 13827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84581 members 
Mstep: Class 2 contains 153358 members 
Entering Unmasked Estep 
Score: -33069062.000000 Penalty: 6140.365723
	Iteration 5F: 3 clusters Score -3.306906e+07 nChanged 15566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72161 members 
Mstep: Class 2 contains 165778 members 
Entering Unmasked Estep 
Score: -33075412.000000 Penalty: 6140.365723
	Iteration 6F: 3 clusters Score -3.307541e+07 nChanged 15650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 177864 members 
Entering Unmasked Estep 
Score: -33083570.000000 Penalty: 6140.365723
	Iteration 7F: 3 clusters Score -3.308357e+07 nChanged 13785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 186823 members 
Entering Unmasked Estep 
Score: -33092402.000000 Penalty: 6140.365723
	Iteration 8F: 3 clusters Score -3.30924e+07 nChanged 11391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 191274 members 
Entering Unmasked Estep 
Score: -33099942.000000 Penalty: 6140.365723
	Iteration 9Q: 3 clusters Score -3.309994e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 192591 members 
Entering Unmasked Estep 
Score: -33103108.000000 Penalty: 6140.365723
	Iteration 10Q: 3 clusters Score -3.310311e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 192976 members 
Entering Unmasked Estep 
Score: -33104020.000000 Penalty: 6140.365723
	Iteration 11Q: 3 clusters Score -3.310402e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 193221 members 
Entering Unmasked Estep 
Score: -33104504.000000 Penalty: 6140.365723
	Iteration 12Q: 3 clusters Score -3.31045e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 193346 members 
Entering Unmasked Estep 
Score: -33104670.000000 Penalty: 6140.365723
	Iteration 13Q: 3 clusters Score -3.310467e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 193412 members 
Entering Unmasked Estep 
Score: -33104732.000000 Penalty: 6140.365723
	Iteration 14Q: 3 clusters Score -3.310473e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 193307 members 
Entering Unmasked Estep 
Score: -33104732.000000 Penalty: 6140.365723
	Iteration 15Q: 3 clusters Score -3.310473e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 193149 members 
Entering Unmasked Estep 
Score: -33104706.000000 Penalty: 6140.365723
	Iteration 16Q: 3 clusters Score -3.310471e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 192953 members 
Entering Unmasked Estep 
Score: -33104860.000000 Penalty: 6140.365723
	Iteration 17Q: 3 clusters Score -3.310486e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 192736 members 
Entering Unmasked Estep 
Score: -33105032.000000 Penalty: 6140.365723
	Iteration 18Q: 3 clusters Score -3.310503e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 192499 members 
Entering Unmasked Estep 
Score: -33105120.000000 Penalty: 6140.365723
	Iteration 19Q: 3 clusters Score -3.310512e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 192215 members 
Entering Unmasked Estep 
Score: -33105118.000000 Penalty: 6140.365723
	Iteration 20F: 3 clusters Score -3.310512e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 191905 members 
Entering Unmasked Estep 
Score: -33105044.000000 Penalty: 6140.365723
	Iteration 21Q: 3 clusters Score -3.310504e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 191541 members 
Entering Unmasked Estep 
Score: -33105064.000000 Penalty: 6140.365723
	Iteration 22Q: 3 clusters Score -3.310506e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 191133 members 
Entering Unmasked Estep 
Score: -33105134.000000 Penalty: 6140.365723
	Iteration 23Q: 3 clusters Score -3.310513e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 190639 members 
Entering Unmasked Estep 
Score: -33105316.000000 Penalty: 6140.365723
	Iteration 24Q: 3 clusters Score -3.310532e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 190124 members 
Entering Unmasked Estep 
Score: -33105504.000000 Penalty: 6140.365723
	Iteration 25Q: 3 clusters Score -3.31055e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 189603 members 
Entering Unmasked Estep 
Score: -33105514.000000 Penalty: 6140.365723
	Iteration 26Q: 3 clusters Score -3.310551e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 188999 members 
Entering Unmasked Estep 
Score: -33105536.000000 Penalty: 6140.365723
	Iteration 27Q: 3 clusters Score -3.310554e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 188363 members 
Entering Unmasked Estep 
Score: -33105618.000000 Penalty: 6140.365723
	Iteration 28Q: 3 clusters Score -3.310562e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 187707 members 
Entering Unmasked Estep 
Score: -33105654.000000 Penalty: 6140.365723
	Iteration 29Q: 3 clusters Score -3.310565e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 187024 members 
Entering Unmasked Estep 
Score: -33105684.000000 Penalty: 6140.365723
	Iteration 30Q: 3 clusters Score -3.310568e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 186261 members 
Entering Unmasked Estep 
Score: -33105642.000000 Penalty: 6140.365723
	Iteration 31Q: 3 clusters Score -3.310564e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 185474 members 
Entering Unmasked Estep 
Score: -33105654.000000 Penalty: 6140.365723
	Iteration 32Q: 3 clusters Score -3.310565e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 184644 members 
Entering Unmasked Estep 
Score: -33105572.000000 Penalty: 6140.365723
	Iteration 33Q: 3 clusters Score -3.310557e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 183816 members 
Entering Unmasked Estep 
Score: -33105692.000000 Penalty: 6140.365723
	Iteration 34Q: 3 clusters Score -3.310569e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54997 members 
Mstep: Class 2 contains 182942 members 
Entering Unmasked Estep 
Score: -33105768.000000 Penalty: 6140.365723
	Iteration 35Q: 3 clusters Score -3.310577e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Mstep: Class 2 contains 182002 members 
Entering Unmasked Estep 
Score: -33105726.000000 Penalty: 6140.365723
	Iteration 36Q: 3 clusters Score -3.310573e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56936 members 
Mstep: Class 2 contains 181003 members 
Entering Unmasked Estep 
Score: -33105704.000000 Penalty: 6140.365723
	Iteration 37Q: 3 clusters Score -3.31057e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 179914 members 
Entering Unmasked Estep 
Score: -33105670.000000 Penalty: 6140.365723
	Iteration 38Q: 3 clusters Score -3.310567e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59160 members 
Mstep: Class 2 contains 178779 members 
Entering Unmasked Estep 
Score: -33105762.000000 Penalty: 6140.365723
	Iteration 39Q: 3 clusters Score -3.310576e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 177527 members 
Entering Unmasked Estep 
Score: -33105774.000000 Penalty: 6140.365723
	Iteration 40F: 3 clusters Score -3.310577e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61663 members 
Mstep: Class 2 contains 176276 members 
Entering Unmasked Estep 
Score: -33105902.000000 Penalty: 6140.365723
	Iteration 41Q: 3 clusters Score -3.31059e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 174942 members 
Entering Unmasked Estep 
Score: -33106018.000000 Penalty: 6140.365723
	Iteration 42Q: 3 clusters Score -3.310602e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64399 members 
Mstep: Class 2 contains 173540 members 
Entering Unmasked Estep 
Score: -33106158.000000 Penalty: 6140.365723
	Iteration 43Q: 3 clusters Score -3.310616e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65835 members 
Mstep: Class 2 contains 172104 members 
Entering Unmasked Estep 
Score: -33106136.000000 Penalty: 6140.365723
	Iteration 44Q: 3 clusters Score -3.310614e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67317 members 
Mstep: Class 2 contains 170622 members 
Entering Unmasked Estep 
Score: -33106320.000000 Penalty: 6140.365723
	Iteration 45Q: 3 clusters Score -3.310632e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68805 members 
Mstep: Class 2 contains 169134 members 
Entering Unmasked Estep 
Score: -33106380.000000 Penalty: 6140.365723
	Iteration 46Q: 3 clusters Score -3.310638e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 167576 members 
Entering Unmasked Estep 
Score: -33106542.000000 Penalty: 6140.365723
	Iteration 47Q: 3 clusters Score -3.310654e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71925 members 
Mstep: Class 2 contains 166014 members 
Entering Unmasked Estep 
Score: -33106782.000000 Penalty: 6140.365723
	Iteration 48Q: 3 clusters Score -3.310678e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73501 members 
Mstep: Class 2 contains 164438 members 
Entering Unmasked Estep 
Score: -33106794.000000 Penalty: 6140.365723
	Iteration 49Q: 3 clusters Score -3.310679e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75016 members 
Mstep: Class 2 contains 162923 members 
Entering Unmasked Estep 
Score: -33107026.000000 Penalty: 6140.365723
	Iteration 50Q: 3 clusters Score -3.310703e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 161330 members 
Entering Unmasked Estep 
Score: -33107144.000000 Penalty: 6140.365723
	Iteration 51Q: 3 clusters Score -3.310714e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78216 members 
Mstep: Class 2 contains 159723 members 
Entering Unmasked Estep 
Score: -33107308.000000 Penalty: 6140.365723
	Iteration 52Q: 3 clusters Score -3.310731e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79780 members 
Mstep: Class 2 contains 158159 members 
Entering Unmasked Estep 
Score: -33107496.000000 Penalty: 6140.365723
	Iteration 53Q: 3 clusters Score -3.31075e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 156571 members 
Entering Unmasked Estep 
Score: -33107744.000000 Penalty: 6140.365723
	Iteration 54Q: 3 clusters Score -3.310774e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82914 members 
Mstep: Class 2 contains 155025 members 
Entering Unmasked Estep 
Score: -33108020.000000 Penalty: 6140.365723
	Iteration 55Q: 3 clusters Score -3.310802e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84469 members 
Mstep: Class 2 contains 153470 members 
Entering Unmasked Estep 
Score: -33108250.000000 Penalty: 6140.365723
	Iteration 56Q: 3 clusters Score -3.310825e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85982 members 
Mstep: Class 2 contains 151957 members 
Entering Unmasked Estep 
Score: -33108424.000000 Penalty: 6140.365723
	Iteration 57Q: 3 clusters Score -3.310842e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87483 members 
Mstep: Class 2 contains 150456 members 
Entering Unmasked Estep 
Score: -33108582.000000 Penalty: 6140.365723
	Iteration 58Q: 3 clusters Score -3.310858e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88880 members 
Mstep: Class 2 contains 149059 members 
Entering Unmasked Estep 
Score: -33108812.000000 Penalty: 6140.365723
	Iteration 59Q: 3 clusters Score -3.310881e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90207 members 
Mstep: Class 2 contains 147732 members 
Entering Unmasked Estep 
Score: -33108972.000000 Penalty: 6140.365723
	Iteration 60F: 3 clusters Score -3.310897e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91424 members 
Mstep: Class 2 contains 146515 members 
Entering Unmasked Estep 
Score: -33109242.000000 Penalty: 6140.365723
	Iteration 61Q: 3 clusters Score -3.310924e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92555 members 
Mstep: Class 2 contains 145384 members 
Entering Unmasked Estep 
Score: -33109300.000000 Penalty: 6140.365723
	Iteration 62Q: 3 clusters Score -3.31093e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93643 members 
Mstep: Class 2 contains 144296 members 
Entering Unmasked Estep 
Score: -33109490.000000 Penalty: 6140.365723
	Iteration 63Q: 3 clusters Score -3.310949e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94653 members 
Mstep: Class 2 contains 143286 members 
Entering Unmasked Estep 
Score: -33109500.000000 Penalty: 6140.365723
	Iteration 64Q: 3 clusters Score -3.31095e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95655 members 
Mstep: Class 2 contains 142284 members 
Entering Unmasked Estep 
Score: -33109690.000000 Penalty: 6140.365723
	Iteration 65Q: 3 clusters Score -3.310969e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96607 members 
Mstep: Class 2 contains 141332 members 
Entering Unmasked Estep 
Score: -33109756.000000 Penalty: 6140.365723
	Iteration 66Q: 3 clusters Score -3.310976e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97478 members 
Mstep: Class 2 contains 140461 members 
Entering Unmasked Estep 
Score: -33109978.000000 Penalty: 6140.365723
	Iteration 67Q: 3 clusters Score -3.310998e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98283 members 
Mstep: Class 2 contains 139656 members 
Entering Unmasked Estep 
Score: -33110098.000000 Penalty: 6140.365723
	Iteration 68Q: 3 clusters Score -3.31101e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99010 members 
Mstep: Class 2 contains 138929 members 
Entering Unmasked Estep 
Score: -33110138.000000 Penalty: 6140.365723
	Iteration 69Q: 3 clusters Score -3.311014e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99668 members 
Mstep: Class 2 contains 138271 members 
Entering Unmasked Estep 
Score: -33110206.000000 Penalty: 6140.365723
	Iteration 70Q: 3 clusters Score -3.311021e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100306 members 
Mstep: Class 2 contains 137633 members 
Entering Unmasked Estep 
Score: -33110344.000000 Penalty: 6140.365723
	Iteration 71Q: 3 clusters Score -3.311034e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100894 members 
Mstep: Class 2 contains 137045 members 
Entering Unmasked Estep 
Score: -33110546.000000 Penalty: 6140.365723
	Iteration 72Q: 3 clusters Score -3.311055e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101445 members 
Mstep: Class 2 contains 136494 members 
Entering Unmasked Estep 
Score: -33110572.000000 Penalty: 6140.365723
	Iteration 73Q: 3 clusters Score -3.311057e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102006 members 
Mstep: Class 2 contains 135933 members 
Entering Unmasked Estep 
Score: -33110626.000000 Penalty: 6140.365723
	Iteration 74Q: 3 clusters Score -3.311063e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102577 members 
Mstep: Class 2 contains 135362 members 
Entering Unmasked Estep 
Score: -33110710.000000 Penalty: 6140.365723
	Iteration 75Q: 3 clusters Score -3.311071e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103080 members 
Mstep: Class 2 contains 134859 members 
Entering Unmasked Estep 
Score: -33110730.000000 Penalty: 6140.365723
	Iteration 76Q: 3 clusters Score -3.311073e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103564 members 
Mstep: Class 2 contains 134375 members 
Entering Unmasked Estep 
Score: -33110758.000000 Penalty: 6140.365723
	Iteration 77Q: 3 clusters Score -3.311076e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103990 members 
Mstep: Class 2 contains 133949 members 
Entering Unmasked Estep 
Score: -33110838.000000 Penalty: 6140.365723
	Iteration 78Q: 3 clusters Score -3.311084e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104423 members 
Mstep: Class 2 contains 133516 members 
Entering Unmasked Estep 
Score: -33110872.000000 Penalty: 6140.365723
	Iteration 79Q: 3 clusters Score -3.311087e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104817 members 
Mstep: Class 2 contains 133122 members 
Entering Unmasked Estep 
Score: -33111004.000000 Penalty: 6140.365723
	Iteration 80F: 3 clusters Score -3.3111e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105184 members 
Mstep: Class 2 contains 132755 members 
Entering Unmasked Estep 
Score: -33111072.000000 Penalty: 6140.365723
	Iteration 81Q: 3 clusters Score -3.311107e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105527 members 
Mstep: Class 2 contains 132412 members 
Entering Unmasked Estep 
Score: -33111140.000000 Penalty: 6140.365723
	Iteration 82Q: 3 clusters Score -3.311114e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105832 members 
Mstep: Class 2 contains 132107 members 
Entering Unmasked Estep 
Score: -33111156.000000 Penalty: 6140.365723
	Iteration 83Q: 3 clusters Score -3.311116e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 131826 members 
Entering Unmasked Estep 
Score: -33111234.000000 Penalty: 6140.365723
	Iteration 84Q: 3 clusters Score -3.311123e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106387 members 
Mstep: Class 2 contains 131552 members 
Entering Unmasked Estep 
Score: -33111264.000000 Penalty: 6140.365723
	Iteration 85Q: 3 clusters Score -3.311126e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106615 members 
Mstep: Class 2 contains 131324 members 
Entering Unmasked Estep 
Score: -33111344.000000 Penalty: 6140.365723
	Iteration 86Q: 3 clusters Score -3.311134e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106842 members 
Mstep: Class 2 contains 131097 members 
Entering Unmasked Estep 
Score: -33111418.000000 Penalty: 6140.365723
	Iteration 87Q: 3 clusters Score -3.311142e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107034 members 
Mstep: Class 2 contains 130905 members 
Entering Unmasked Estep 
Score: -33111538.000000 Penalty: 6140.365723
	Iteration 88Q: 3 clusters Score -3.311154e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107215 members 
Mstep: Class 2 contains 130724 members 
Entering Unmasked Estep 
Score: -33111630.000000 Penalty: 6140.365723
	Iteration 89Q: 3 clusters Score -3.311163e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107392 members 
Mstep: Class 2 contains 130547 members 
Entering Unmasked Estep 
Score: -33111676.000000 Penalty: 6140.365723
	Iteration 90Q: 3 clusters Score -3.311168e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107567 members 
Mstep: Class 2 contains 130372 members 
Entering Unmasked Estep 
Score: -33111648.000000 Penalty: 6140.365723
	Iteration 91Q: 3 clusters Score -3.311165e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107733 members 
Mstep: Class 2 contains 130206 members 
Entering Unmasked Estep 
Score: -33111720.000000 Penalty: 6140.365723
	Iteration 92Q: 3 clusters Score -3.311172e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107877 members 
Mstep: Class 2 contains 130062 members 
Entering Unmasked Estep 
Score: -33111780.000000 Penalty: 6140.365723
	Iteration 93Q: 3 clusters Score -3.311178e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108021 members 
Mstep: Class 2 contains 129918 members 
Entering Unmasked Estep 
Score: -33111866.000000 Penalty: 6140.365723
	Iteration 94Q: 3 clusters Score -3.311187e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108155 members 
Mstep: Class 2 contains 129784 members 
Entering Unmasked Estep 
Score: -33111936.000000 Penalty: 6140.365723
	Iteration 95Q: 3 clusters Score -3.311194e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108304 members 
Mstep: Class 2 contains 129635 members 
Entering Unmasked Estep 
Score: -33111982.000000 Penalty: 6140.365723
	Iteration 96Q: 3 clusters Score -3.311198e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108390 members 
Mstep: Class 2 contains 129549 members 
Entering Unmasked Estep 
Score: -33111952.000000 Penalty: 6140.365723
	Iteration 97Q: 3 clusters Score -3.311195e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108465 members 
Mstep: Class 2 contains 129474 members 
Entering Unmasked Estep 
Score: -33111980.000000 Penalty: 6140.365723
	Iteration 98Q: 3 clusters Score -3.311198e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108570 members 
Mstep: Class 2 contains 129369 members 
Entering Unmasked Estep 
Score: -33112044.000000 Penalty: 6140.365723
	Iteration 99Q: 3 clusters Score -3.311204e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108679 members 
Mstep: Class 2 contains 129260 members 
Entering Unmasked Estep 
Score: -33112098.000000 Penalty: 6140.365723
	Iteration 100F: 3 clusters Score -3.31121e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108789 members 
Mstep: Class 2 contains 129150 members 
Entering Unmasked Estep 
Score: -33112086.000000 Penalty: 6140.365723
	Iteration 101Q: 3 clusters Score -3.311209e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108895 members 
Mstep: Class 2 contains 129044 members 
Entering Unmasked Estep 
Score: -33112068.000000 Penalty: 6140.365723
	Iteration 102Q: 3 clusters Score -3.311207e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108986 members 
Mstep: Class 2 contains 128953 members 
Entering Unmasked Estep 
Score: -33112120.000000 Penalty: 6140.365723
	Iteration 103Q: 3 clusters Score -3.311212e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 128852 members 
Entering Unmasked Estep 
Score: -33112184.000000 Penalty: 6140.365723
	Iteration 104Q: 3 clusters Score -3.311218e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109191 members 
Mstep: Class 2 contains 128748 members 
Entering Unmasked Estep 
Score: -33112168.000000 Penalty: 6140.365723
	Iteration 105Q: 3 clusters Score -3.311217e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109275 members 
Mstep: Class 2 contains 128664 members 
Entering Unmasked Estep 
Score: -33112212.000000 Penalty: 6140.365723
	Iteration 106Q: 3 clusters Score -3.311221e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109351 members 
Mstep: Class 2 contains 128588 members 
Entering Unmasked Estep 
Score: -33112270.000000 Penalty: 6140.365723
	Iteration 107Q: 3 clusters Score -3.311227e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109402 members 
Mstep: Class 2 contains 128537 members 
Entering Unmasked Estep 
Score: -33112250.000000 Penalty: 6140.365723
	Iteration 108Q: 3 clusters Score -3.311225e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109452 members 
Mstep: Class 2 contains 128487 members 
Entering Unmasked Estep 
Score: -33112276.000000 Penalty: 6140.365723
	Iteration 109Q: 3 clusters Score -3.311228e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109504 members 
Mstep: Class 2 contains 128435 members 
Entering Unmasked Estep 
Score: -33112292.000000 Penalty: 6140.365723
	Iteration 110Q: 3 clusters Score -3.311229e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109550 members 
Mstep: Class 2 contains 128389 members 
Entering Unmasked Estep 
Score: -33112300.000000 Penalty: 6140.365723
	Iteration 111Q: 3 clusters Score -3.31123e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109588 members 
Mstep: Class 2 contains 128351 members 
Entering Unmasked Estep 
Score: -33112360.000000 Penalty: 6140.365723
	Iteration 112Q: 3 clusters Score -3.311236e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109629 members 
Mstep: Class 2 contains 128310 members 
Entering Unmasked Estep 
Score: -33112348.000000 Penalty: 6140.365723
	Iteration 113Q: 3 clusters Score -3.311235e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109677 members 
Mstep: Class 2 contains 128262 members 
Entering Unmasked Estep 
Score: -33112390.000000 Penalty: 6140.365723
	Iteration 114Q: 3 clusters Score -3.311239e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109730 members 
Mstep: Class 2 contains 128209 members 
Entering Unmasked Estep 
Score: -33112454.000000 Penalty: 6140.365723
	Iteration 115Q: 3 clusters Score -3.311245e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109780 members 
Mstep: Class 2 contains 128159 members 
Entering Unmasked Estep 
Score: -33112404.000000 Penalty: 6140.365723
	Iteration 116Q: 3 clusters Score -3.31124e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109839 members 
Mstep: Class 2 contains 128100 members 
Entering Unmasked Estep 
Score: -33112446.000000 Penalty: 6140.365723
	Iteration 117Q: 3 clusters Score -3.311245e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109910 members 
Mstep: Class 2 contains 128029 members 
Entering Unmasked Estep 
Score: -33112502.000000 Penalty: 6140.365723
	Iteration 118Q: 3 clusters Score -3.31125e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109968 members 
Mstep: Class 2 contains 127971 members 
Entering Unmasked Estep 
Score: -33112492.000000 Penalty: 6140.365723
	Iteration 119Q: 3 clusters Score -3.311249e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109995 members 
Mstep: Class 2 contains 127944 members 
Entering Unmasked Estep 
Score: -33112558.000000 Penalty: 6140.365723
	Iteration 120F: 3 clusters Score -3.311256e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110035 members 
Mstep: Class 2 contains 127904 members 
Entering Unmasked Estep 
Score: -33112622.000000 Penalty: 6140.365723
	Iteration 121Q: 3 clusters Score -3.311262e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110053 members 
Mstep: Class 2 contains 127886 members 
Entering Unmasked Estep 
Score: -33112620.000000 Penalty: 6140.365723
	Iteration 122Q: 3 clusters Score -3.311262e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 127854 members 
Entering Unmasked Estep 
Score: -33112652.000000 Penalty: 6140.365723
	Iteration 123Q: 3 clusters Score -3.311265e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110120 members 
Mstep: Class 2 contains 127819 members 
Entering Unmasked Estep 
Score: -33112664.000000 Penalty: 6140.365723
	Iteration 124Q: 3 clusters Score -3.311266e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110154 members 
Mstep: Class 2 contains 127785 members 
Entering Unmasked Estep 
Score: -33112646.000000 Penalty: 6140.365723
	Iteration 125Q: 3 clusters Score -3.311265e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110199 members 
Mstep: Class 2 contains 127740 members 
Entering Unmasked Estep 
Score: -33112698.000000 Penalty: 6140.365723
	Iteration 126Q: 3 clusters Score -3.31127e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110240 members 
Mstep: Class 2 contains 127699 members 
Entering Unmasked Estep 
Score: -33112720.000000 Penalty: 6140.365723
	Iteration 127Q: 3 clusters Score -3.311272e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110274 members 
Mstep: Class 2 contains 127665 members 
Entering Unmasked Estep 
Score: -33112754.000000 Penalty: 6140.365723
	Iteration 128Q: 3 clusters Score -3.311275e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110294 members 
Mstep: Class 2 contains 127645 members 
Entering Unmasked Estep 
Score: -33112796.000000 Penalty: 6140.365723
	Iteration 129Q: 3 clusters Score -3.31128e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110312 members 
Mstep: Class 2 contains 127627 members 
Entering Unmasked Estep 
Score: -33112824.000000 Penalty: 6140.365723
	Iteration 130Q: 3 clusters Score -3.311282e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110347 members 
Mstep: Class 2 contains 127592 members 
Entering Unmasked Estep 
Score: -33112822.000000 Penalty: 6140.365723
	Iteration 131Q: 3 clusters Score -3.311282e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110365 members 
Mstep: Class 2 contains 127574 members 
Entering Unmasked Estep 
Score: -33112796.000000 Penalty: 6140.365723
	Iteration 132Q: 3 clusters Score -3.31128e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110374 members 
Mstep: Class 2 contains 127565 members 
Entering Unmasked Estep 
Score: -33112802.000000 Penalty: 6140.365723
	Iteration 133Q: 3 clusters Score -3.31128e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110376 members 
Mstep: Class 2 contains 127563 members 
Entering Unmasked Estep 
Score: -33112806.000000 Penalty: 6140.365723
	Iteration 134Q: 3 clusters Score -3.311281e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110391 members 
Mstep: Class 2 contains 127548 members 
Entering Unmasked Estep 
Score: -33112800.000000 Penalty: 6140.365723
	Iteration 135Q: 3 clusters Score -3.31128e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110424 members 
Mstep: Class 2 contains 127515 members 
Entering Unmasked Estep 
Score: -33112768.000000 Penalty: 6140.365723
	Iteration 136Q: 3 clusters Score -3.311277e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110457 members 
Mstep: Class 2 contains 127482 members 
Entering Unmasked Estep 
Score: -33112760.000000 Penalty: 6140.365723
	Iteration 137Q: 3 clusters Score -3.311276e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110481 members 
Mstep: Class 2 contains 127458 members 
Entering Unmasked Estep 
Score: -33112766.000000 Penalty: 6140.365723
	Iteration 138Q: 3 clusters Score -3.311277e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110504 members 
Mstep: Class 2 contains 127435 members 
Entering Unmasked Estep 
Score: -33112786.000000 Penalty: 6140.365723
	Iteration 139Q: 3 clusters Score -3.311279e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110521 members 
Mstep: Class 2 contains 127418 members 
Entering Unmasked Estep 
Score: -33112820.000000 Penalty: 6140.365723
	Iteration 140F: 3 clusters Score -3.311282e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110556 members 
Mstep: Class 2 contains 127383 members 
Entering Unmasked Estep 
Score: -33112838.000000 Penalty: 6140.365723
	Iteration 141Q: 3 clusters Score -3.311284e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110583 members 
Mstep: Class 2 contains 127356 members 
Entering Unmasked Estep 
Score: -33112836.000000 Penalty: 6140.365723
	Iteration 142Q: 3 clusters Score -3.311284e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110628 members 
Mstep: Class 2 contains 127311 members 
Entering Unmasked Estep 
Score: -33112876.000000 Penalty: 6140.365723
	Iteration 143Q: 3 clusters Score -3.311288e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110674 members 
Mstep: Class 2 contains 127265 members 
Entering Unmasked Estep 
Score: -33112906.000000 Penalty: 6140.365723
	Iteration 144Q: 3 clusters Score -3.311291e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110717 members 
Mstep: Class 2 contains 127222 members 
Entering Unmasked Estep 
Score: -33112906.000000 Penalty: 6140.365723
	Iteration 145Q: 3 clusters Score -3.311291e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110759 members 
Mstep: Class 2 contains 127180 members 
Entering Unmasked Estep 
Score: -33112862.000000 Penalty: 6140.365723
	Iteration 146Q: 3 clusters Score -3.311286e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110803 members 
Mstep: Class 2 contains 127136 members 
Entering Unmasked Estep 
Score: -33112868.000000 Penalty: 6140.365723
	Iteration 147Q: 3 clusters Score -3.311287e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110851 members 
Mstep: Class 2 contains 127088 members 
Entering Unmasked Estep 
Score: -33112880.000000 Penalty: 6140.365723
	Iteration 148Q: 3 clusters Score -3.311288e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110904 members 
Mstep: Class 2 contains 127035 members 
Entering Unmasked Estep 
Score: -33112938.000000 Penalty: 6140.365723
	Iteration 149Q: 3 clusters Score -3.311294e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110963 members 
Mstep: Class 2 contains 126976 members 
Entering Unmasked Estep 
Score: -33112950.000000 Penalty: 6140.365723
	Iteration 150Q: 3 clusters Score -3.311295e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111017 members 
Mstep: Class 2 contains 126922 members 
Entering Unmasked Estep 
Score: -33112936.000000 Penalty: 6140.365723
	Iteration 151Q: 3 clusters Score -3.311294e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111055 members 
Mstep: Class 2 contains 126884 members 
Entering Unmasked Estep 
Score: -33112950.000000 Penalty: 6140.365723
	Iteration 152Q: 3 clusters Score -3.311295e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111083 members 
Mstep: Class 2 contains 126856 members 
Entering Unmasked Estep 
Score: -33112938.000000 Penalty: 6140.365723
	Iteration 153Q: 3 clusters Score -3.311294e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111100 members 
Mstep: Class 2 contains 126839 members 
Entering Unmasked Estep 
Score: -33112956.000000 Penalty: 6140.365723
	Iteration 154Q: 3 clusters Score -3.311296e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111116 members 
Mstep: Class 2 contains 126823 members 
Entering Unmasked Estep 
Score: -33112966.000000 Penalty: 6140.365723
	Iteration 155Q: 3 clusters Score -3.311297e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111126 members 
Mstep: Class 2 contains 126813 members 
Entering Unmasked Estep 
Score: -33112958.000000 Penalty: 6140.365723
	Iteration 156Q: 3 clusters Score -3.311296e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111133 members 
Mstep: Class 2 contains 126806 members 
Entering Unmasked Estep 
Score: -33112946.000000 Penalty: 6140.365723
	Iteration 157Q: 3 clusters Score -3.311295e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111139 members 
Mstep: Class 2 contains 126800 members 
Entering Unmasked Estep 
Score: -33112950.000000 Penalty: 6140.365723
	Iteration 158Q: 3 clusters Score -3.311295e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111144 members 
Mstep: Class 2 contains 126795 members 
Entering Unmasked Estep 
Score: -33112960.000000 Penalty: 6140.365723
	Iteration 159Q: 3 clusters Score -3.311296e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111151 members 
Mstep: Class 2 contains 126788 members 
Entering Unmasked Estep 
Score: -33112936.000000 Penalty: 6140.365723
	Iteration 160F: 3 clusters Score -3.311294e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111168 members 
Mstep: Class 2 contains 126771 members 
Entering Unmasked Estep 
Score: -33112992.000000 Penalty: 6140.365723
	Iteration 161Q: 3 clusters Score -3.311299e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111182 members 
Mstep: Class 2 contains 126757 members 
Entering Unmasked Estep 
Score: -33113002.000000 Penalty: 6140.365723
	Iteration 162Q: 3 clusters Score -3.3113e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111202 members 
Mstep: Class 2 contains 126737 members 
Entering Unmasked Estep 
Score: -33113000.000000 Penalty: 6140.365723
	Iteration 163Q: 3 clusters Score -3.3113e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111226 members 
Mstep: Class 2 contains 126713 members 
Entering Unmasked Estep 
Score: -33112998.000000 Penalty: 6140.365723
	Iteration 164Q: 3 clusters Score -3.3113e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111250 members 
Mstep: Class 2 contains 126689 members 
Entering Unmasked Estep 
Score: -33112982.000000 Penalty: 6140.365723
	Iteration 165Q: 3 clusters Score -3.311298e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111275 members 
Mstep: Class 2 contains 126664 members 
Entering Unmasked Estep 
Score: -33112984.000000 Penalty: 6140.365723
	Iteration 166Q: 3 clusters Score -3.311298e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111313 members 
Mstep: Class 2 contains 126626 members 
Entering Unmasked Estep 
Score: -33112974.000000 Penalty: 6140.365723
	Iteration 167Q: 3 clusters Score -3.311297e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111326 members 
Mstep: Class 2 contains 126613 members 
Entering Unmasked Estep 
Score: -33112968.000000 Penalty: 6140.365723
	Iteration 168Q: 3 clusters Score -3.311297e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111336 members 
Mstep: Class 2 contains 126603 members 
Entering Unmasked Estep 
Score: -33112978.000000 Penalty: 6140.365723
	Iteration 169Q: 3 clusters Score -3.311298e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111342 members 
Mstep: Class 2 contains 126597 members 
Entering Unmasked Estep 
Score: -33112978.000000 Penalty: 6140.365723
	Iteration 170Q: 3 clusters Score -3.311298e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111350 members 
Mstep: Class 2 contains 126589 members 
Entering Unmasked Estep 
Score: -33112974.000000 Penalty: 6140.365723
	Iteration 171Q: 3 clusters Score -3.311297e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111357 members 
Mstep: Class 2 contains 126582 members 
Entering Unmasked Estep 
Score: -33112968.000000 Penalty: 6140.365723
	Iteration 172Q: 3 clusters Score -3.311297e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111360 members 
Mstep: Class 2 contains 126579 members 
Entering Unmasked Estep 
Score: -33112974.000000 Penalty: 6140.365723
	Iteration 173Q: 3 clusters Score -3.311297e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111368 members 
Mstep: Class 2 contains 126571 members 
Entering Unmasked Estep 
Score: -33112988.000000 Penalty: 6140.365723
	Iteration 174Q: 3 clusters Score -3.311299e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111369 members 
Mstep: Class 2 contains 126570 members 
Entering Unmasked Estep 
Score: -33113036.000000 Penalty: 6140.365723
	Iteration 175Q: 3 clusters Score -3.311304e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111380 members 
Mstep: Class 2 contains 126559 members 
Entering Unmasked Estep 
Score: -33113040.000000 Penalty: 6140.365723
	Iteration 176Q: 3 clusters Score -3.311304e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111389 members 
Mstep: Class 2 contains 126550 members 
Entering Unmasked Estep 
Score: -33113030.000000 Penalty: 6140.365723
	Iteration 177Q: 3 clusters Score -3.311303e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111400 members 
Mstep: Class 2 contains 126539 members 
Entering Unmasked Estep 
Score: -33112998.000000 Penalty: 6140.365723
	Iteration 178Q: 3 clusters Score -3.3113e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111406 members 
Mstep: Class 2 contains 126533 members 
Entering Unmasked Estep 
Score: -33113020.000000 Penalty: 6140.365723
	Iteration 179Q: 3 clusters Score -3.311302e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111410 members 
Mstep: Class 2 contains 126529 members 
Entering Unmasked Estep 
Score: -33113020.000000 Penalty: 6140.365723
	Iteration 180F: 3 clusters Score -3.311302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111420 members 
Mstep: Class 2 contains 126519 members 
Entering Unmasked Estep 
Score: -33113016.000000 Penalty: 6140.365723
	Iteration 181Q: 3 clusters Score -3.311302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111435 members 
Mstep: Class 2 contains 126504 members 
Entering Unmasked Estep 
Score: -33113008.000000 Penalty: 6140.365723
	Iteration 182Q: 3 clusters Score -3.311301e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111448 members 
Mstep: Class 2 contains 126491 members 
Entering Unmasked Estep 
Score: -33113022.000000 Penalty: 6140.365723
	Iteration 183Q: 3 clusters Score -3.311302e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111459 members 
Mstep: Class 2 contains 126480 members 
Entering Unmasked Estep 
Score: -33113020.000000 Penalty: 6140.365723
	Iteration 184Q: 3 clusters Score -3.311302e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111465 members 
Mstep: Class 2 contains 126474 members 
Entering Unmasked Estep 
Score: -33113008.000000 Penalty: 6140.365723
	Iteration 185Q: 3 clusters Score -3.311301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111468 members 
Mstep: Class 2 contains 126471 members 
Entering Unmasked Estep 
Score: -33113034.000000 Penalty: 6140.365723
	Iteration 186Q: 3 clusters Score -3.311303e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111469 members 
Mstep: Class 2 contains 126470 members 
Entering Unmasked Estep 
Score: -33113062.000000 Penalty: 6140.365723
	Iteration 187Q: 3 clusters Score -3.311306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111473 members 
Mstep: Class 2 contains 126466 members 
Entering Unmasked Estep 
Score: -33113054.000000 Penalty: 6140.365723
	Iteration 188Q: 3 clusters Score -3.311305e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111471 members 
Mstep: Class 2 contains 126468 members 
Entering Unmasked Estep 
Score: -33113046.000000 Penalty: 6140.365723
	Iteration 189Q: 3 clusters Score -3.311305e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111467 members 
Mstep: Class 2 contains 126472 members 
Entering Unmasked Estep 
Score: -33113024.000000 Penalty: 6140.365723
	Iteration 190Q: 3 clusters Score -3.311302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111458 members 
Mstep: Class 2 contains 126481 members 
Entering Unmasked Estep 
Score: -33113022.000000 Penalty: 6140.365723
	Iteration 191Q: 3 clusters Score -3.311302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111453 members 
Mstep: Class 2 contains 126486 members 
Entering Unmasked Estep 
Score: -33113022.000000 Penalty: 6140.365723
	Iteration 192Q: 3 clusters Score -3.311302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111450 members 
Mstep: Class 2 contains 126489 members 
Entering Unmasked Estep 
Score: -33113014.000000 Penalty: 6140.365723
	Iteration 193Q: 3 clusters Score -3.311301e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111445 members 
Mstep: Class 2 contains 126494 members 
Entering Unmasked Estep 
Score: -33113008.000000 Penalty: 6140.365723
	Iteration 194Q: 3 clusters Score -3.311301e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111446 members 
Mstep: Class 2 contains 126493 members 
Entering Unmasked Estep 
Score: -33113018.000000 Penalty: 6140.365723
	Iteration 195Q: 3 clusters Score -3.311302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111451 members 
Mstep: Class 2 contains 126488 members 
Entering Unmasked Estep 
Score: -33113020.000000 Penalty: 6140.365723
	Iteration 196Q: 3 clusters Score -3.311302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111457 members 
Mstep: Class 2 contains 126482 members 
Entering Unmasked Estep 
Score: -33113034.000000 Penalty: 6140.365723
	Iteration 197Q: 3 clusters Score -3.311303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111457 members 
Mstep: Class 2 contains 126482 members 
Entering Unmasked Estep 
Score: -33113020.000000 Penalty: 6140.365723
	Iteration 198Q: 3 clusters Score -3.311302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111455 members 
Mstep: Class 2 contains 126484 members 
Entering Unmasked Estep 
Score: -33113036.000000 Penalty: 6140.365723
	Iteration 199Q: 3 clusters Score -3.311304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111454 members 
Mstep: Class 2 contains 126485 members 
Entering Unmasked Estep 
Score: -33113040.000000 Penalty: 6140.365723
	Iteration 200F: 3 clusters Score -3.311304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111450 members 
Mstep: Class 2 contains 126489 members 
Entering Unmasked Estep 
Score: -33113026.000000 Penalty: 6140.365723
	Iteration 201Q: 3 clusters Score -3.311303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111450 members 
Mstep: Class 2 contains 126489 members 
Entering Unmasked Estep 
Score: -33113028.000000 Penalty: 6140.365723
	Iteration 202Q: 3 clusters Score -3.311303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111452 members 
Mstep: Class 2 contains 126487 members 
Entering Unmasked Estep 
Score: -33113036.000000 Penalty: 6140.365723
	Iteration 203Q: 3 clusters Score -3.311304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111457 members 
Mstep: Class 2 contains 126482 members 
Entering Unmasked Estep 
Score: -33113044.000000 Penalty: 6140.365723
	Iteration 204Q: 3 clusters Score -3.311304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111456 members 
Mstep: Class 2 contains 126483 members 
Entering Unmasked Estep 
Score: -33113036.000000 Penalty: 6140.365723
	Iteration 205Q: 3 clusters Score -3.311304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111457 members 
Mstep: Class 2 contains 126482 members 
Entering Unmasked Estep 
Score: -33113046.000000 Penalty: 6140.365723
	Iteration 206Q: 3 clusters Score -3.311305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111458 members 
Mstep: Class 2 contains 126481 members 
Entering Unmasked Estep 
Score: -33113040.000000 Penalty: 6140.365723
	Iteration 207Q: 3 clusters Score -3.311304e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111455 members 
Mstep: Class 2 contains 126484 members 
Entering Unmasked Estep 
Score: -33113046.000000 Penalty: 6140.365723
	Iteration 208Q: 3 clusters Score -3.311305e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111454 members 
Mstep: Class 2 contains 126485 members 
Entering Unmasked Estep 
Score: -33113032.000000 Penalty: 6140.365723
	Iteration 209Q: 3 clusters Score -3.311303e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111449 members 
Mstep: Class 2 contains 126490 members 
Entering Unmasked Estep 
Score: -33113004.000000 Penalty: 6140.365723
	Iteration 210Q: 3 clusters Score -3.3113e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111449 members 
Mstep: Class 2 contains 126490 members 
Entering Unmasked Estep 
Score: -33113004.000000 Penalty: 6140.365723
	Iteration 211Q: 3 clusters Score -3.3113e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111454 members 
Mstep: Class 2 contains 126485 members 
Entering Unmasked Estep 
Score: -33112994.000000 Penalty: 6140.365723
	Iteration 212Q: 3 clusters Score -3.311299e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111458 members 
Mstep: Class 2 contains 126481 members 
Entering Unmasked Estep 
Score: -33113016.000000 Penalty: 6140.365723
	Iteration 213Q: 3 clusters Score -3.311302e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111456 members 
Mstep: Class 2 contains 126483 members 
Entering Unmasked Estep 
Score: -33113042.000000 Penalty: 6140.365723
	Iteration 214Q: 3 clusters Score -3.311304e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111458 members 
Mstep: Class 2 contains 126481 members 
Entering Unmasked Estep 
Score: -33113050.000000 Penalty: 6140.365723
	Iteration 215Q: 3 clusters Score -3.311305e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111468 members 
Mstep: Class 2 contains 126471 members 
Entering Unmasked Estep 
Score: -33113002.000000 Penalty: 6140.365723
	Iteration 216Q: 3 clusters Score -3.3113e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111478 members 
Mstep: Class 2 contains 126461 members 
Entering Unmasked Estep 
Score: -33113020.000000 Penalty: 6140.365723
	Iteration 217Q: 3 clusters Score -3.311302e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111486 members 
Mstep: Class 2 contains 126453 members 
Entering Unmasked Estep 
Score: -33113050.000000 Penalty: 6140.365723
	Iteration 218Q: 3 clusters Score -3.311305e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111501 members 
Mstep: Class 2 contains 126438 members 
Entering Unmasked Estep 
Score: -33113048.000000 Penalty: 6140.365723
	Iteration 219Q: 3 clusters Score -3.311305e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111513 members 
Mstep: Class 2 contains 126426 members 
Entering Unmasked Estep 
Score: -33113042.000000 Penalty: 6140.365723
	Iteration 220F: 3 clusters Score -3.311304e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111532 members 
Mstep: Class 2 contains 126407 members 
Entering Unmasked Estep 
Score: -33113018.000000 Penalty: 6140.365723
	Iteration 221Q: 3 clusters Score -3.311302e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111535 members 
Mstep: Class 2 contains 126404 members 
Entering Unmasked Estep 
Score: -33113014.000000 Penalty: 6140.365723
	Iteration 222Q: 3 clusters Score -3.311301e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111540 members 
Mstep: Class 2 contains 126399 members 
Entering Unmasked Estep 
Score: -33113048.000000 Penalty: 6140.365723
	Iteration 223Q: 3 clusters Score -3.311305e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111546 members 
Mstep: Class 2 contains 126393 members 
Entering Unmasked Estep 
Score: -33113016.000000 Penalty: 6140.365723
	Iteration 224Q: 3 clusters Score -3.311302e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111551 members 
Mstep: Class 2 contains 126388 members 
Entering Unmasked Estep 
Score: -33113064.000000 Penalty: 6140.365723
	Iteration 225Q: 3 clusters Score -3.311306e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111553 members 
Mstep: Class 2 contains 126386 members 
Entering Unmasked Estep 
Score: -33113060.000000 Penalty: 6140.365723
	Iteration 226Q: 3 clusters Score -3.311306e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111567 members 
Mstep: Class 2 contains 126372 members 
Entering Unmasked Estep 
Score: -33113038.000000 Penalty: 6140.365723
	Iteration 227Q: 3 clusters Score -3.311304e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111579 members 
Mstep: Class 2 contains 126360 members 
Entering Unmasked Estep 
Score: -33113010.000000 Penalty: 6140.365723
	Iteration 228Q: 3 clusters Score -3.311301e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111584 members 
Mstep: Class 2 contains 126355 members 
Entering Unmasked Estep 
Score: -33113038.000000 Penalty: 6140.365723
	Iteration 229Q: 3 clusters Score -3.311304e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111585 members 
Mstep: Class 2 contains 126354 members 
Entering Unmasked Estep 
Score: -33113042.000000 Penalty: 6140.365723
	Iteration 230Q: 3 clusters Score -3.311304e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111591 members 
Mstep: Class 2 contains 126348 members 
Entering Unmasked Estep 
Score: -33113046.000000 Penalty: 6140.365723
	Iteration 231Q: 3 clusters Score -3.311305e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111597 members 
Mstep: Class 2 contains 126342 members 
Entering Unmasked Estep 
Score: -33113060.000000 Penalty: 6140.365723
	Iteration 232Q: 3 clusters Score -3.311306e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111605 members 
Mstep: Class 2 contains 126334 members 
Entering Unmasked Estep 
Score: -33113038.000000 Penalty: 6140.365723
	Iteration 233Q: 3 clusters Score -3.311304e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111608 members 
Mstep: Class 2 contains 126331 members 
Entering Unmasked Estep 
Score: -33113038.000000 Penalty: 6140.365723
	Iteration 234Q: 3 clusters Score -3.311304e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111613 members 
Mstep: Class 2 contains 126326 members 
Entering Unmasked Estep 
Score: -33113044.000000 Penalty: 6140.365723
	Iteration 235Q: 3 clusters Score -3.311304e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111621 members 
Mstep: Class 2 contains 126318 members 
Entering Unmasked Estep 
Score: -33113040.000000 Penalty: 6140.365723
	Iteration 236Q: 3 clusters Score -3.311304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111622 members 
Mstep: Class 2 contains 126317 members 
Entering Unmasked Estep 
Score: -33113056.000000 Penalty: 6140.365723
	Iteration 237Q: 3 clusters Score -3.311306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111623 members 
Mstep: Class 2 contains 126316 members 
Entering Unmasked Estep 
Score: -33113030.000000 Penalty: 6140.365723
	Iteration 238Q: 3 clusters Score -3.311303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111629 members 
Mstep: Class 2 contains 126310 members 
Entering Unmasked Estep 
Score: -33113044.000000 Penalty: 6140.365723
	Iteration 239Q: 3 clusters Score -3.311304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111633 members 
Mstep: Class 2 contains 126306 members 
Entering Unmasked Estep 
Score: -33113036.000000 Penalty: 6140.365723
	Iteration 240F: 3 clusters Score -3.311304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111635 members 
Mstep: Class 2 contains 126304 members 
Entering Unmasked Estep 
Score: -33113042.000000 Penalty: 6140.365723
	Iteration 241Q: 3 clusters Score -3.311304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111639 members 
Mstep: Class 2 contains 126300 members 
Entering Unmasked Estep 
Score: -33113042.000000 Penalty: 6140.365723
	Iteration 242Q: 3 clusters Score -3.311304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111640 members 
Mstep: Class 2 contains 126299 members 
Entering Unmasked Estep 
Score: -33113050.000000 Penalty: 6140.365723
	Iteration 243Q: 3 clusters Score -3.311305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111639 members 
Mstep: Class 2 contains 126300 members 
Entering Unmasked Estep 
Score: -33113040.000000 Penalty: 6140.365723
	Iteration 244Q: 3 clusters Score -3.311304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111641 members 
Mstep: Class 2 contains 126298 members 
Entering Unmasked Estep 
Score: -33113038.000000 Penalty: 6140.365723
	Iteration 245Q: 3 clusters Score -3.311304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111642 members 
Mstep: Class 2 contains 126297 members 
Entering Unmasked Estep 
Score: -33113050.000000 Penalty: 6140.365723
	Iteration 246Q: 3 clusters Score -3.311305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111644 members 
Mstep: Class 2 contains 126295 members 
Entering Unmasked Estep 
Score: -33113054.000000 Penalty: 6140.365723
	Iteration 247Q: 3 clusters Score -3.311305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111644 members 
Mstep: Class 2 contains 126295 members 
Entering Unmasked Estep 
Score: -33113054.000000 Penalty: 6140.365723
	Iteration 248Q: 3 clusters Score -3.311305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111644 members 
Mstep: Class 2 contains 126295 members 
Entering Unmasked Estep 
Score: -33113050.000000 Penalty: 6140.365723
	Iteration 249Q: 3 clusters Score -3.311305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111646 members 
Mstep: Class 2 contains 126293 members 
Entering Unmasked Estep 
Score: -33113036.000000 Penalty: 6140.365723
	Iteration 250Q: 3 clusters Score -3.311304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111650 members 
Mstep: Class 2 contains 126289 members 
Entering Unmasked Estep 
Score: -33113030.000000 Penalty: 6140.365723
	Iteration 251Q: 3 clusters Score -3.311303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111652 members 
Mstep: Class 2 contains 126287 members 
Entering Unmasked Estep 
Score: -33113044.000000 Penalty: 6140.365723
	Iteration 252Q: 3 clusters Score -3.311304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111655 members 
Mstep: Class 2 contains 126284 members 
Entering Unmasked Estep 
Score: -33113036.000000 Penalty: 6140.365723
	Iteration 253Q: 3 clusters Score -3.311304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111656 members 
Mstep: Class 2 contains 126283 members 
Entering Unmasked Estep 
Score: -33113048.000000 Penalty: 6140.365723
	Iteration 254Q: 3 clusters Score -3.311305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111656 members 
Mstep: Class 2 contains 126283 members 
Entering Unmasked Estep 
Score: -33113048.000000 Penalty: 6140.365723
	Iteration 255F: 3 clusters Score -3.311305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Entering Unmasked Estep 
Score: -5271546.500000 Penalty: 2611.642090
	Iteration 0F: 2 clusters Score -5271546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -5246232.000000 Penalty: 5223.284180
	Iteration 0F: 3 clusters Score -5246232 nChanged 17046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -5255768.000000 Penalty: 5223.284180
	Iteration 1F: 3 clusters Score -5255768 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -5256611.000000 Penalty: 5223.284180
	Iteration 2F: 3 clusters Score -5256611 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -5257610.500000 Penalty: 5223.284180
	Iteration 3F: 3 clusters Score -5257610 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -5258871.000000 Penalty: 5223.284180
	Iteration 4F: 3 clusters Score -5258871 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -5260558.000000 Penalty: 5223.284180
	Iteration 5F: 3 clusters Score -5260558 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -5262651.500000 Penalty: 5223.284180
	Iteration 6F: 3 clusters Score -5262652 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -5264448.500000 Penalty: 5223.284180
	Iteration 7F: 3 clusters Score -5264448 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -5265630.000000 Penalty: 5223.284180
	Iteration 8Q: 3 clusters Score -5265630 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -5266234.500000 Penalty: 5223.284180
	Iteration 9Q: 3 clusters Score -5266234 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -5266604.500000 Penalty: 5223.284180
	Iteration 10Q: 3 clusters Score -5266604 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -5266842.500000 Penalty: 5223.284180
	Iteration 11Q: 3 clusters Score -5266842 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -5266997.000000 Penalty: 5223.284180
	Iteration 12Q: 3 clusters Score -5266997 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -5267155.000000 Penalty: 5223.284180
	Iteration 13Q: 3 clusters Score -5267155 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -5267322.500000 Penalty: 5223.284180
	Iteration 14Q: 3 clusters Score -5267322 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -5267438.000000 Penalty: 5223.284180
	Iteration 15Q: 3 clusters Score -5267438 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -5267537.000000 Penalty: 5223.284180
	Iteration 16Q: 3 clusters Score -5267537 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -5267646.000000 Penalty: 5223.284180
	Iteration 17Q: 3 clusters Score -5267646 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -5267774.500000 Penalty: 5223.284180
	Iteration 18Q: 3 clusters Score -5267774 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -5267885.500000 Penalty: 5223.284180
	Iteration 19Q: 3 clusters Score -5267886 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -5267976.000000 Penalty: 5223.284180
	Iteration 20F: 3 clusters Score -5267976 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -5268046.000000 Penalty: 5223.284180
	Iteration 21Q: 3 clusters Score -5268046 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -5268154.000000 Penalty: 5223.284180
	Iteration 22Q: 3 clusters Score -5268154 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -5268239.000000 Penalty: 5223.284180
	Iteration 23Q: 3 clusters Score -5268239 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -5268355.500000 Penalty: 5223.284180
	Iteration 24Q: 3 clusters Score -5268356 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -5268443.000000 Penalty: 5223.284180
	Iteration 25Q: 3 clusters Score -5268443 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -5268510.000000 Penalty: 5223.284180
	Iteration 26Q: 3 clusters Score -5268510 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -5268590.000000 Penalty: 5223.284180
	Iteration 27Q: 3 clusters Score -5268590 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -5268672.500000 Penalty: 5223.284180
	Iteration 28Q: 3 clusters Score -5268672 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -5268753.500000 Penalty: 5223.284180
	Iteration 29Q: 3 clusters Score -5268754 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -5268838.500000 Penalty: 5223.284180
	Iteration 30Q: 3 clusters Score -5268838 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -5268913.000000 Penalty: 5223.284180
	Iteration 31Q: 3 clusters Score -5268913 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -5268991.500000 Penalty: 5223.284180
	Iteration 32Q: 3 clusters Score -5268992 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -5269058.500000 Penalty: 5223.284180
	Iteration 33Q: 3 clusters Score -5269058 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -5269125.500000 Penalty: 5223.284180
	Iteration 34Q: 3 clusters Score -5269126 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -5269159.500000 Penalty: 5223.284180
	Iteration 35Q: 3 clusters Score -5269160 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -5269193.000000 Penalty: 5223.284180
	Iteration 36Q: 3 clusters Score -5269193 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -5269237.500000 Penalty: 5223.284180
	Iteration 37Q: 3 clusters Score -5269238 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -5269270.500000 Penalty: 5223.284180
	Iteration 38Q: 3 clusters Score -5269270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -5269270.000000 Penalty: 5223.284180
	Iteration 39Q: 3 clusters Score -5269270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -5269285.500000 Penalty: 5223.284180
	Iteration 40F: 3 clusters Score -5269286 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -5269311.500000 Penalty: 5223.284180
	Iteration 41Q: 3 clusters Score -5269312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -5269317.500000 Penalty: 5223.284180
	Iteration 42Q: 3 clusters Score -5269318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -5269336.500000 Penalty: 5223.284180
	Iteration 43Q: 3 clusters Score -5269336 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -5269343.000000 Penalty: 5223.284180
	Iteration 44Q: 3 clusters Score -5269343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -5269361.500000 Penalty: 5223.284180
	Iteration 45Q: 3 clusters Score -5269362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -5269368.500000 Penalty: 5223.284180
	Iteration 46Q: 3 clusters Score -5269368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -5269372.000000 Penalty: 5223.284180
	Iteration 47Q: 3 clusters Score -5269372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -5269370.000000 Penalty: 5223.284180
	Iteration 48Q: 3 clusters Score -5269370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -5269384.500000 Penalty: 5223.284180
	Iteration 49Q: 3 clusters Score -5269384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -5269376.500000 Penalty: 5223.284180
	Iteration 50Q: 3 clusters Score -5269376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -5269374.000000 Penalty: 5223.284180
	Iteration 51Q: 3 clusters Score -5269374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -5269377.500000 Penalty: 5223.284180
	Iteration 52Q: 3 clusters Score -5269378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -5269388.500000 Penalty: 5223.284180
	Iteration 53Q: 3 clusters Score -5269388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -5269391.500000 Penalty: 5223.284180
	Iteration 54Q: 3 clusters Score -5269392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -5269390.000000 Penalty: 5223.284180
	Iteration 55Q: 3 clusters Score -5269390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -5269402.000000 Penalty: 5223.284180
	Iteration 56Q: 3 clusters Score -5269402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -5269398.000000 Penalty: 5223.284180
	Iteration 57Q: 3 clusters Score -5269398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -5269399.500000 Penalty: 5223.284180
	Iteration 58Q: 3 clusters Score -5269400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -5269401.000000 Penalty: 5223.284180
	Iteration 59Q: 3 clusters Score -5269401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -5269411.000000 Penalty: 5223.284180
	Iteration 60F: 3 clusters Score -5269411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -5269412.000000 Penalty: 5223.284180
	Iteration 61Q: 3 clusters Score -5269412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -5269407.000000 Penalty: 5223.284180
	Iteration 62Q: 3 clusters Score -5269407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -5269407.000000 Penalty: 5223.284180
	Iteration 63F: 3 clusters Score -5269407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Entering Unmasked Estep 
Score: -717087.562500 Penalty: 2117.612305
	Iteration 0F: 2 clusters Score -717087.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -712487.312500 Penalty: 4235.224609
	Iteration 0F: 3 clusters Score -712487.3 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -713591.187500 Penalty: 4235.224609
	Iteration 1F: 3 clusters Score -713591.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -713830.250000 Penalty: 4235.224609
	Iteration 2F: 3 clusters Score -713830.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -713941.375000 Penalty: 4235.224609
	Iteration 3Q: 3 clusters Score -713941.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -714008.875000 Penalty: 4235.224609
	Iteration 4Q: 3 clusters Score -714008.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -714050.250000 Penalty: 4235.224609
	Iteration 5Q: 3 clusters Score -714050.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -714085.312500 Penalty: 4235.224609
	Iteration 6Q: 3 clusters Score -714085.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -714108.375000 Penalty: 4235.224609
	Iteration 7Q: 3 clusters Score -714108.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -714124.687500 Penalty: 4235.224609
	Iteration 8Q: 3 clusters Score -714124.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -714135.187500 Penalty: 4235.224609
	Iteration 9Q: 3 clusters Score -714135.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -714143.125000 Penalty: 4235.224609
	Iteration 10Q: 3 clusters Score -714143.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -714151.437500 Penalty: 4235.224609
	Iteration 11Q: 3 clusters Score -714151.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -714158.250000 Penalty: 4235.224609
	Iteration 12Q: 3 clusters Score -714158.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -714163.062500 Penalty: 4235.224609
	Iteration 13Q: 3 clusters Score -714163.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -714167.250000 Penalty: 4235.224609
	Iteration 14Q: 3 clusters Score -714167.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -714172.562500 Penalty: 4235.224609
	Iteration 15Q: 3 clusters Score -714172.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -714175.625000 Penalty: 4235.224609
	Iteration 16Q: 3 clusters Score -714175.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -714181.062500 Penalty: 4235.224609
	Iteration 17Q: 3 clusters Score -714181.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -714188.750000 Penalty: 4235.224609
	Iteration 18Q: 3 clusters Score -714188.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -714195.625000 Penalty: 4235.224609
	Iteration 19Q: 3 clusters Score -714195.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -714198.187500 Penalty: 4235.224609
	Iteration 20F: 3 clusters Score -714198.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -714202.062500 Penalty: 4235.224609
	Iteration 21Q: 3 clusters Score -714202.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -714208.937500 Penalty: 4235.224609
	Iteration 22Q: 3 clusters Score -714208.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -714214.937500 Penalty: 4235.224609
	Iteration 23Q: 3 clusters Score -714214.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -714218.437500 Penalty: 4235.224609
	Iteration 24Q: 3 clusters Score -714218.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -714222.312500 Penalty: 4235.224609
	Iteration 25Q: 3 clusters Score -714222.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -714224.187500 Penalty: 4235.224609
	Iteration 26Q: 3 clusters Score -714224.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -714226.812500 Penalty: 4235.224609
	Iteration 27Q: 3 clusters Score -714226.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -714227.375000 Penalty: 4235.224609
	Iteration 28Q: 3 clusters Score -714227.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -714229.875000 Penalty: 4235.224609
	Iteration 29Q: 3 clusters Score -714229.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -714235.187500 Penalty: 4235.224609
	Iteration 30Q: 3 clusters Score -714235.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -714238.375000 Penalty: 4235.224609
	Iteration 31Q: 3 clusters Score -714238.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -714239.562500 Penalty: 4235.224609
	Iteration 32Q: 3 clusters Score -714239.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -714239.375000 Penalty: 4235.224609
	Iteration 33Q: 3 clusters Score -714239.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -714239.812500 Penalty: 4235.224609
	Iteration 34Q: 3 clusters Score -714239.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -714240.562500 Penalty: 4235.224609
	Iteration 35Q: 3 clusters Score -714240.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -714241.375000 Penalty: 4235.224609
	Iteration 36Q: 3 clusters Score -714241.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -714243.687500 Penalty: 4235.224609
	Iteration 37Q: 3 clusters Score -714243.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -714244.312500 Penalty: 4235.224609
	Iteration 38Q: 3 clusters Score -714244.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -714247.500000 Penalty: 4235.224609
	Iteration 39Q: 3 clusters Score -714247.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -714247.750000 Penalty: 4235.224609
	Iteration 40F: 3 clusters Score -714247.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -714248.875000 Penalty: 4235.224609
	Iteration 41Q: 3 clusters Score -714248.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -714250.625000 Penalty: 4235.224609
	Iteration 42Q: 3 clusters Score -714250.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -714251.437500 Penalty: 4235.224609
	Iteration 43Q: 3 clusters Score -714251.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -714251.937500 Penalty: 4235.224609
	Iteration 44Q: 3 clusters Score -714251.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -714252.687500 Penalty: 4235.224609
	Iteration 45Q: 3 clusters Score -714252.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -714253.062500 Penalty: 4235.224609
	Iteration 46Q: 3 clusters Score -714253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -714253.562500 Penalty: 4235.224609
	Iteration 47Q: 3 clusters Score -714253.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -714254.000000 Penalty: 4235.224609
	Iteration 48Q: 3 clusters Score -714254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -714254.750000 Penalty: 4235.224609
	Iteration 49Q: 3 clusters Score -714254.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -714255.875000 Penalty: 4235.224609
	Iteration 50Q: 3 clusters Score -714255.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -714256.750000 Penalty: 4235.224609
	Iteration 51Q: 3 clusters Score -714256.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -714261.000000 Penalty: 4235.224609
	Iteration 52Q: 3 clusters Score -714261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -714264.687500 Penalty: 4235.224609
	Iteration 53Q: 3 clusters Score -714264.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -714267.562500 Penalty: 4235.224609
	Iteration 54Q: 3 clusters Score -714267.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -714272.187500 Penalty: 4235.224609
	Iteration 55Q: 3 clusters Score -714272.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -714278.062500 Penalty: 4235.224609
	Iteration 56Q: 3 clusters Score -714278.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -714281.437500 Penalty: 4235.224609
	Iteration 57Q: 3 clusters Score -714281.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -714284.437500 Penalty: 4235.224609
	Iteration 58Q: 3 clusters Score -714284.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -714286.500000 Penalty: 4235.224609
	Iteration 59Q: 3 clusters Score -714286.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -714289.125000 Penalty: 4235.224609
	Iteration 60F: 3 clusters Score -714289.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -714290.437500 Penalty: 4235.224609
	Iteration 61Q: 3 clusters Score -714290.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -714291.750000 Penalty: 4235.224609
	Iteration 62Q: 3 clusters Score -714291.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -714291.500000 Penalty: 4235.224609
	Iteration 63Q: 3 clusters Score -714291.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -714293.187500 Penalty: 4235.224609
	Iteration 64Q: 3 clusters Score -714293.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -714293.000000 Penalty: 4235.224609
	Iteration 65Q: 3 clusters Score -714293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -714293.000000 Penalty: 4235.224609
	Iteration 66F: 3 clusters Score -714293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -57210.496094 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -57210.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55709.429688 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -55709.43 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55982.589844 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -55982.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56122.781250 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -56122.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56185.242188 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -56185.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56230.531250 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -56230.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -56271.921875 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -56271.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -56303.199219 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -56303.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56323.265625 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -56323.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56336.066406 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -56336.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -56340.542969 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -56340.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56346.707031 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -56346.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -56360.421875 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -56360.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -56385.074219 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -56385.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -56401.707031 Penalty: 3060.126709
	Iteration 13Q: 3 clusters Score -56401.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -56410.292969 Penalty: 3060.126709
	Iteration 14Q: 3 clusters Score -56410.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -56412.933594 Penalty: 3060.126709
	Iteration 15Q: 3 clusters Score -56412.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56415.062500 Penalty: 3060.126709
	Iteration 16Q: 3 clusters Score -56415.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56415.062500 Penalty: 3060.126709
	Iteration 17F: 3 clusters Score -56415.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Entering Unmasked Estep 
Score: -1055036.750000 Penalty: 2208.179688
	Iteration 0F: 2 clusters Score -1055037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1049039.000000 Penalty: 4416.359375
	Iteration 0F: 3 clusters Score -1049039 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1050539.250000 Penalty: 4416.359375
	Iteration 1F: 3 clusters Score -1050539 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1050741.000000 Penalty: 4416.359375
	Iteration 2F: 3 clusters Score -1050741 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1050879.250000 Penalty: 4416.359375
	Iteration 3Q: 3 clusters Score -1050879 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1050980.750000 Penalty: 4416.359375
	Iteration 4Q: 3 clusters Score -1050981 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1051063.500000 Penalty: 4416.359375
	Iteration 5Q: 3 clusters Score -1051064 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1051128.875000 Penalty: 4416.359375
	Iteration 6Q: 3 clusters Score -1051129 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1051181.875000 Penalty: 4416.359375
	Iteration 7Q: 3 clusters Score -1051182 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1051236.500000 Penalty: 4416.359375
	Iteration 8Q: 3 clusters Score -1051236 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1051304.500000 Penalty: 4416.359375
	Iteration 9Q: 3 clusters Score -1051304 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1051380.625000 Penalty: 4416.359375
	Iteration 10Q: 3 clusters Score -1051381 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1051462.125000 Penalty: 4416.359375
	Iteration 11Q: 3 clusters Score -1051462 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1051534.875000 Penalty: 4416.359375
	Iteration 12Q: 3 clusters Score -1051535 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1051620.875000 Penalty: 4416.359375
	Iteration 13Q: 3 clusters Score -1051621 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1051715.875000 Penalty: 4416.359375
	Iteration 14Q: 3 clusters Score -1051716 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1051818.500000 Penalty: 4416.359375
	Iteration 15Q: 3 clusters Score -1051818 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1051948.250000 Penalty: 4416.359375
	Iteration 16Q: 3 clusters Score -1051948 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1052089.125000 Penalty: 4416.359375
	Iteration 17Q: 3 clusters Score -1052089 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1052239.000000 Penalty: 4416.359375
	Iteration 18Q: 3 clusters Score -1052239 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1052407.250000 Penalty: 4416.359375
	Iteration 19Q: 3 clusters Score -1052407 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1052549.375000 Penalty: 4416.359375
	Iteration 20F: 3 clusters Score -1052549 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1052663.625000 Penalty: 4416.359375
	Iteration 21Q: 3 clusters Score -1052664 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1052785.125000 Penalty: 4416.359375
	Iteration 22Q: 3 clusters Score -1052785 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1052879.125000 Penalty: 4416.359375
	Iteration 23Q: 3 clusters Score -1052879 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1052942.625000 Penalty: 4416.359375
	Iteration 24Q: 3 clusters Score -1052943 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1052994.500000 Penalty: 4416.359375
	Iteration 25Q: 3 clusters Score -1052994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1053023.625000 Penalty: 4416.359375
	Iteration 26Q: 3 clusters Score -1053024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1053041.250000 Penalty: 4416.359375
	Iteration 27Q: 3 clusters Score -1053041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1053064.625000 Penalty: 4416.359375
	Iteration 28Q: 3 clusters Score -1053065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1053081.125000 Penalty: 4416.359375
	Iteration 29Q: 3 clusters Score -1053081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1053090.375000 Penalty: 4416.359375
	Iteration 30Q: 3 clusters Score -1053090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1053095.125000 Penalty: 4416.359375
	Iteration 31Q: 3 clusters Score -1053095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1053098.375000 Penalty: 4416.359375
	Iteration 32Q: 3 clusters Score -1053098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1053098.500000 Penalty: 4416.359375
	Iteration 33Q: 3 clusters Score -1053098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1053100.875000 Penalty: 4416.359375
	Iteration 34Q: 3 clusters Score -1053101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1053100.875000 Penalty: 4416.359375
	Iteration 35F: 3 clusters Score -1053101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -59812.101562 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -59812.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -58377.648438 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -58377.65 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58634.300781 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -58634.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58720.734375 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -58720.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -58735.371094 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -58735.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58764.304688 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -58764.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58781.906250 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -58781.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58789.605469 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -58789.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58792.449219 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -58792.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58796.191406 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -58796.19 nChanged 3
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: -58802.863281 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -58802.86 nChanged 0
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: -58802.863281 Penalty: 3080.457520
	Iteration 10F: 3 clusters Score -58802.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Entering Unmasked Estep 
Score: -1721554.875000 Penalty: 2347.219482
	Iteration 0F: 2 clusters Score -1721555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1711943.750000 Penalty: 4694.438965
	Iteration 0F: 3 clusters Score -1711944 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1714903.500000 Penalty: 4694.438965
	Iteration 1F: 3 clusters Score -1714904 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1715286.500000 Penalty: 4694.438965
	Iteration 2F: 3 clusters Score -1715286 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1715601.375000 Penalty: 4694.438965
	Iteration 3F: 3 clusters Score -1715601 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1715869.875000 Penalty: 4694.438965
	Iteration 4Q: 3 clusters Score -1715870 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1716152.375000 Penalty: 4694.438965
	Iteration 5Q: 3 clusters Score -1716152 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1716471.125000 Penalty: 4694.438965
	Iteration 6Q: 3 clusters Score -1716471 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1716818.125000 Penalty: 4694.438965
	Iteration 7Q: 3 clusters Score -1716818 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1717163.500000 Penalty: 4694.438965
	Iteration 8Q: 3 clusters Score -1717164 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1717484.625000 Penalty: 4694.438965
	Iteration 9Q: 3 clusters Score -1717485 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1717767.750000 Penalty: 4694.438965
	Iteration 10Q: 3 clusters Score -1717768 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1718072.000000 Penalty: 4694.438965
	Iteration 11Q: 3 clusters Score -1718072 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1718363.125000 Penalty: 4694.438965
	Iteration 12Q: 3 clusters Score -1718363 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1718637.375000 Penalty: 4694.438965
	Iteration 13Q: 3 clusters Score -1718637 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1718842.375000 Penalty: 4694.438965
	Iteration 14Q: 3 clusters Score -1718842 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1718985.375000 Penalty: 4694.438965
	Iteration 15Q: 3 clusters Score -1718985 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1719112.500000 Penalty: 4694.438965
	Iteration 16Q: 3 clusters Score -1719112 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1719206.125000 Penalty: 4694.438965
	Iteration 17Q: 3 clusters Score -1719206 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1719280.125000 Penalty: 4694.438965
	Iteration 18Q: 3 clusters Score -1719280 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1719335.000000 Penalty: 4694.438965
	Iteration 19Q: 3 clusters Score -1719335 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1719382.000000 Penalty: 4694.438965
	Iteration 20F: 3 clusters Score -1719382 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1719429.875000 Penalty: 4694.438965
	Iteration 21Q: 3 clusters Score -1719430 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1719476.500000 Penalty: 4694.438965
	Iteration 22Q: 3 clusters Score -1719476 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1719525.125000 Penalty: 4694.438965
	Iteration 23Q: 3 clusters Score -1719525 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1719576.750000 Penalty: 4694.438965
	Iteration 24Q: 3 clusters Score -1719577 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1719625.125000 Penalty: 4694.438965
	Iteration 25Q: 3 clusters Score -1719625 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1719664.625000 Penalty: 4694.438965
	Iteration 26Q: 3 clusters Score -1719665 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1719694.750000 Penalty: 4694.438965
	Iteration 27Q: 3 clusters Score -1719695 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1719714.375000 Penalty: 4694.438965
	Iteration 28Q: 3 clusters Score -1719714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1719726.125000 Penalty: 4694.438965
	Iteration 29Q: 3 clusters Score -1719726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1719738.750000 Penalty: 4694.438965
	Iteration 30Q: 3 clusters Score -1719739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1719751.125000 Penalty: 4694.438965
	Iteration 31Q: 3 clusters Score -1719751 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1719764.500000 Penalty: 4694.438965
	Iteration 32Q: 3 clusters Score -1719764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1719773.750000 Penalty: 4694.438965
	Iteration 33Q: 3 clusters Score -1719774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1719783.750000 Penalty: 4694.438965
	Iteration 34Q: 3 clusters Score -1719784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1719783.250000 Penalty: 4694.438965
	Iteration 35Q: 3 clusters Score -1719783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1719787.500000 Penalty: 4694.438965
	Iteration 36Q: 3 clusters Score -1719788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1719793.625000 Penalty: 4694.438965
	Iteration 37Q: 3 clusters Score -1719794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1719798.000000 Penalty: 4694.438965
	Iteration 38Q: 3 clusters Score -1719798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1719802.500000 Penalty: 4694.438965
	Iteration 39Q: 3 clusters Score -1719802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1719803.875000 Penalty: 4694.438965
	Iteration 40F: 3 clusters Score -1719804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1719805.500000 Penalty: 4694.438965
	Iteration 41Q: 3 clusters Score -1719806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1719804.000000 Penalty: 4694.438965
	Iteration 42Q: 3 clusters Score -1719804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1719804.625000 Penalty: 4694.438965
	Iteration 43Q: 3 clusters Score -1719805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1719803.625000 Penalty: 4694.438965
	Iteration 44Q: 3 clusters Score -1719804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1719803.875000 Penalty: 4694.438965
	Iteration 45Q: 3 clusters Score -1719804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1719807.250000 Penalty: 4694.438965
	Iteration 46Q: 3 clusters Score -1719807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1719808.000000 Penalty: 4694.438965
	Iteration 47Q: 3 clusters Score -1719808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1719810.625000 Penalty: 4694.438965
	Iteration 48Q: 3 clusters Score -1719811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1719813.125000 Penalty: 4694.438965
	Iteration 49Q: 3 clusters Score -1719813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1719813.125000 Penalty: 4694.438965
	Iteration 50Q: 3 clusters Score -1719813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1719815.000000 Penalty: 4694.438965
	Iteration 51Q: 3 clusters Score -1719815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1719815.000000 Penalty: 4694.438965
	Iteration 52F: 3 clusters Score -1719815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Entering Unmasked Estep 
Score: -558830.312500 Penalty: 2071.316406
	Iteration 0F: 2 clusters Score -558830.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -554775.125000 Penalty: 4142.632812
	Iteration 0F: 3 clusters Score -554775.1 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -555689.375000 Penalty: 4142.632812
	Iteration 1F: 3 clusters Score -555689.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -555853.812500 Penalty: 4142.632812
	Iteration 2F: 3 clusters Score -555853.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -555953.250000 Penalty: 4142.632812
	Iteration 3Q: 3 clusters Score -555953.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -556031.500000 Penalty: 4142.632812
	Iteration 4Q: 3 clusters Score -556031.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -556103.625000 Penalty: 4142.632812
	Iteration 5Q: 3 clusters Score -556103.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -556173.687500 Penalty: 4142.632812
	Iteration 6Q: 3 clusters Score -556173.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -556253.687500 Penalty: 4142.632812
	Iteration 7Q: 3 clusters Score -556253.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -556349.875000 Penalty: 4142.632812
	Iteration 8Q: 3 clusters Score -556349.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -556450.000000 Penalty: 4142.632812
	Iteration 9Q: 3 clusters Score -556450 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -556553.312500 Penalty: 4142.632812
	Iteration 10Q: 3 clusters Score -556553.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -556648.187500 Penalty: 4142.632812
	Iteration 11Q: 3 clusters Score -556648.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -556780.437500 Penalty: 4142.632812
	Iteration 12Q: 3 clusters Score -556780.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -556873.187500 Penalty: 4142.632812
	Iteration 13Q: 3 clusters Score -556873.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -556946.625000 Penalty: 4142.632812
	Iteration 14Q: 3 clusters Score -556946.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -557013.125000 Penalty: 4142.632812
	Iteration 15Q: 3 clusters Score -557013.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -557061.312500 Penalty: 4142.632812
	Iteration 16Q: 3 clusters Score -557061.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -557093.687500 Penalty: 4142.632812
	Iteration 17Q: 3 clusters Score -557093.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -557122.562500 Penalty: 4142.632812
	Iteration 18Q: 3 clusters Score -557122.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -557146.625000 Penalty: 4142.632812
	Iteration 19Q: 3 clusters Score -557146.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -557165.000000 Penalty: 4142.632812
	Iteration 20F: 3 clusters Score -557165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -557180.062500 Penalty: 4142.632812
	Iteration 21Q: 3 clusters Score -557180.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -557198.125000 Penalty: 4142.632812
	Iteration 22Q: 3 clusters Score -557198.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -557211.437500 Penalty: 4142.632812
	Iteration 23Q: 3 clusters Score -557211.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -557226.437500 Penalty: 4142.632812
	Iteration 24Q: 3 clusters Score -557226.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -557234.875000 Penalty: 4142.632812
	Iteration 25Q: 3 clusters Score -557234.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -557239.812500 Penalty: 4142.632812
	Iteration 26Q: 3 clusters Score -557239.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -557244.625000 Penalty: 4142.632812
	Iteration 27Q: 3 clusters Score -557244.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -557248.687500 Penalty: 4142.632812
	Iteration 28Q: 3 clusters Score -557248.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -557251.000000 Penalty: 4142.632812
	Iteration 29Q: 3 clusters Score -557251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -557251.625000 Penalty: 4142.632812
	Iteration 30Q: 3 clusters Score -557251.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -557253.375000 Penalty: 4142.632812
	Iteration 31Q: 3 clusters Score -557253.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -557254.875000 Penalty: 4142.632812
	Iteration 32Q: 3 clusters Score -557254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -557255.500000 Penalty: 4142.632812
	Iteration 33Q: 3 clusters Score -557255.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -557257.687500 Penalty: 4142.632812
	Iteration 34Q: 3 clusters Score -557257.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -557259.562500 Penalty: 4142.632812
	Iteration 35Q: 3 clusters Score -557259.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -557262.625000 Penalty: 4142.632812
	Iteration 36Q: 3 clusters Score -557262.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -557263.250000 Penalty: 4142.632812
	Iteration 37Q: 3 clusters Score -557263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -557264.000000 Penalty: 4142.632812
	Iteration 38Q: 3 clusters Score -557264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -557265.625000 Penalty: 4142.632812
	Iteration 39Q: 3 clusters Score -557265.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -557266.437500 Penalty: 4142.632812
	Iteration 40F: 3 clusters Score -557266.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (289949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289949 members 
Entering Unmasked Estep 
Score: -39744440.000000 Penalty: 3119.210205
	Iteration 0F: 2 clusters Score -3.974444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144816 members 
Mstep: Class 2 contains 145133 members 
Entering Unmasked Estep 
Score: -39572456.000000 Penalty: 6238.420410
	Iteration 0F: 3 clusters Score -3.957246e+07 nChanged 140730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145166 members 
Mstep: Class 2 contains 144783 members 
Entering Unmasked Estep 
Score: -39655120.000000 Penalty: 6238.420410
	Iteration 1F: 3 clusters Score -3.965512e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144948 members 
Mstep: Class 2 contains 145001 members 
Entering Unmasked Estep 
Score: -39656456.000000 Penalty: 6238.420410
	Iteration 2Q: 3 clusters Score -3.965646e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144552 members 
Mstep: Class 2 contains 145397 members 
Entering Unmasked Estep 
Score: -39657724.000000 Penalty: 6238.420410
	Iteration 3Q: 3 clusters Score -3.965772e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143988 members 
Mstep: Class 2 contains 145961 members 
Entering Unmasked Estep 
Score: -39659368.000000 Penalty: 6238.420410
	Iteration 4Q: 3 clusters Score -3.965937e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142810 members 
Mstep: Class 2 contains 147139 members 
Entering Unmasked Estep 
Score: -39661248.000000 Penalty: 6238.420410
	Iteration 5Q: 3 clusters Score -3.966125e+07 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140933 members 
Mstep: Class 2 contains 149016 members 
Entering Unmasked Estep 
Score: -39663784.000000 Penalty: 6238.420410
	Iteration 6Q: 3 clusters Score -3.966378e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137956 members 
Mstep: Class 2 contains 151993 members 
Entering Unmasked Estep 
Score: -39667996.000000 Penalty: 6238.420410
	Iteration 7Q: 3 clusters Score -3.9668e+07 nChanged 12424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133678 members 
Mstep: Class 2 contains 156271 members 
Entering Unmasked Estep 
Score: -39673456.000000 Penalty: 6238.420410
	Iteration 8Q: 3 clusters Score -3.967346e+07 nChanged 14443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128171 members 
Mstep: Class 2 contains 161778 members 
Entering Unmasked Estep 
Score: -39681220.000000 Penalty: 6238.420410
	Iteration 9Q: 3 clusters Score -3.968122e+07 nChanged 16501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121918 members 
Mstep: Class 2 contains 168031 members 
Entering Unmasked Estep 
Score: -39692084.000000 Penalty: 6238.420410
	Iteration 10F: 3 clusters Score -3.969208e+07 nChanged 17502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115906 members 
Mstep: Class 2 contains 174043 members 
Entering Unmasked Estep 
Score: -39703700.000000 Penalty: 6238.420410
	Iteration 11F: 3 clusters Score -3.97037e+07 nChanged 15347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111383 members 
Mstep: Class 2 contains 178566 members 
Entering Unmasked Estep 
Score: -39711276.000000 Penalty: 6238.420410
	Iteration 12F: 3 clusters Score -3.971128e+07 nChanged 10475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107426 members 
Mstep: Class 2 contains 182523 members 
Entering Unmasked Estep 
Score: -39713944.000000 Penalty: 6238.420410
	Iteration 13Q: 3 clusters Score -3.971394e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103376 members 
Mstep: Class 2 contains 186573 members 
Entering Unmasked Estep 
Score: -39715248.000000 Penalty: 6238.420410
	Iteration 14Q: 3 clusters Score -3.971525e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99044 members 
Mstep: Class 2 contains 190905 members 
Entering Unmasked Estep 
Score: -39716400.000000 Penalty: 6238.420410
	Iteration 15Q: 3 clusters Score -3.97164e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94532 members 
Mstep: Class 2 contains 195417 members 
Entering Unmasked Estep 
Score: -39717476.000000 Penalty: 6238.420410
	Iteration 16Q: 3 clusters Score -3.971748e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 200207 members 
Entering Unmasked Estep 
Score: -39718684.000000 Penalty: 6238.420410
	Iteration 17Q: 3 clusters Score -3.971868e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84669 members 
Mstep: Class 2 contains 205280 members 
Entering Unmasked Estep 
Score: -39719956.000000 Penalty: 6238.420410
	Iteration 18Q: 3 clusters Score -3.971996e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79314 members 
Mstep: Class 2 contains 210635 members 
Entering Unmasked Estep 
Score: -39721244.000000 Penalty: 6238.420410
	Iteration 19Q: 3 clusters Score -3.972124e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73639 members 
Mstep: Class 2 contains 216310 members 
Entering Unmasked Estep 
Score: -39722832.000000 Penalty: 6238.420410
	Iteration 20F: 3 clusters Score -3.972283e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 222306 members 
Entering Unmasked Estep 
Score: -39724840.000000 Penalty: 6238.420410
	Iteration 21Q: 3 clusters Score -3.972484e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 228399 members 
Entering Unmasked Estep 
Score: -39726332.000000 Penalty: 6238.420410
	Iteration 22Q: 3 clusters Score -3.972633e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 234608 members 
Entering Unmasked Estep 
Score: -39728060.000000 Penalty: 6238.420410
	Iteration 23Q: 3 clusters Score -3.972806e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 240827 members 
Entering Unmasked Estep 
Score: -39729312.000000 Penalty: 6238.420410
	Iteration 24Q: 3 clusters Score -3.972931e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 246849 members 
Entering Unmasked Estep 
Score: -39730436.000000 Penalty: 6238.420410
	Iteration 25Q: 3 clusters Score -3.973044e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 252708 members 
Entering Unmasked Estep 
Score: -39731168.000000 Penalty: 6238.420410
	Iteration 26Q: 3 clusters Score -3.973117e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 258025 members 
Entering Unmasked Estep 
Score: -39732124.000000 Penalty: 6238.420410
	Iteration 27Q: 3 clusters Score -3.973212e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 262905 members 
Entering Unmasked Estep 
Score: -39733296.000000 Penalty: 6238.420410
	Iteration 28Q: 3 clusters Score -3.97333e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 267194 members 
Entering Unmasked Estep 
Score: -39734148.000000 Penalty: 6238.420410
	Iteration 29Q: 3 clusters Score -3.973415e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 270984 members 
Entering Unmasked Estep 
Score: -39735064.000000 Penalty: 6238.420410
	Iteration 30Q: 3 clusters Score -3.973506e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 274352 members 
Entering Unmasked Estep 
Score: -39735604.000000 Penalty: 6238.420410
	Iteration 31Q: 3 clusters Score -3.97356e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 277263 members 
Entering Unmasked Estep 
Score: -39736360.000000 Penalty: 6238.420410
	Iteration 32Q: 3 clusters Score -3.973636e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 279630 members 
Entering Unmasked Estep 
Score: -39737252.000000 Penalty: 6238.420410
	Iteration 33Q: 3 clusters Score -3.973725e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 281655 members 
Entering Unmasked Estep 
Score: -39738104.000000 Penalty: 6238.420410
	Iteration 34Q: 3 clusters Score -3.97381e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 283387 members 
Entering Unmasked Estep 
Score: -39738792.000000 Penalty: 6238.420410
	Iteration 35Q: 3 clusters Score -3.973879e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 284758 members 
Entering Unmasked Estep 
Score: -39739344.000000 Penalty: 6238.420410
	Iteration 36Q: 3 clusters Score -3.973934e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 285917 members 
Entering Unmasked Estep 
Score: -39739768.000000 Penalty: 6238.420410
	Iteration 37Q: 3 clusters Score -3.973977e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 286854 members 
Entering Unmasked Estep 
Score: -39739900.000000 Penalty: 6238.420410
	Iteration 38Q: 3 clusters Score -3.97399e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 287600 members 
Entering Unmasked Estep 
Score: -39740384.000000 Penalty: 6238.420410
	Iteration 39Q: 3 clusters Score -3.974038e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 288130 members 
Entering Unmasked Estep 
Score: -39740764.000000 Penalty: 6238.420410
	Iteration 40F: 3 clusters Score -3.974076e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 288478 members 
Entering Unmasked Estep 
Score: -39740844.000000 Penalty: 6238.420410
	Iteration 41Q: 3 clusters Score -3.974084e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 288716 members 
Entering Unmasked Estep 
Score: -39741072.000000 Penalty: 6238.420410
	Iteration 42Q: 3 clusters Score -3.974107e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 288890 members 
Entering Unmasked Estep 
Score: -39741228.000000 Penalty: 6238.420410
	Iteration 43Q: 3 clusters Score -3.974123e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 289002 members 
Entering Unmasked Estep 
Score: -39741312.000000 Penalty: 6238.420410
	Iteration 44Q: 3 clusters Score -3.974131e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 289082 members 
Entering Unmasked Estep 
Score: -39741452.000000 Penalty: 6238.420410
	Iteration 45Q: 3 clusters Score -3.974145e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 289138 members 
Entering Unmasked Estep 
Score: -39741500.000000 Penalty: 6238.420410
	Iteration 46Q: 3 clusters Score -3.97415e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 289192 members 
Entering Unmasked Estep 
Score: -39741552.000000 Penalty: 6238.420410
	Iteration 47Q: 3 clusters Score -3.974155e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 289233 members 
Entering Unmasked Estep 
Score: -39741564.000000 Penalty: 6238.420410
	Iteration 48Q: 3 clusters Score -3.974156e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 289269 members 
Entering Unmasked Estep 
Score: -39741612.000000 Penalty: 6238.420410
	Iteration 49Q: 3 clusters Score -3.974161e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 289291 members 
Entering Unmasked Estep 
Score: -39741656.000000 Penalty: 6238.420410
	Iteration 50Q: 3 clusters Score -3.974166e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 289309 members 
Entering Unmasked Estep 
Score: -39741612.000000 Penalty: 6238.420410
	Iteration 51Q: 3 clusters Score -3.974161e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 289330 members 
Entering Unmasked Estep 
Score: -39741632.000000 Penalty: 6238.420410
	Iteration 52Q: 3 clusters Score -3.974163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 289338 members 
Entering Unmasked Estep 
Score: -39741656.000000 Penalty: 6238.420410
	Iteration 53Q: 3 clusters Score -3.974166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 289346 members 
Entering Unmasked Estep 
Score: -39741672.000000 Penalty: 6238.420410
	Iteration 54Q: 3 clusters Score -3.974167e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 289354 members 
Entering Unmasked Estep 
Score: -39741696.000000 Penalty: 6238.420410
	Iteration 55Q: 3 clusters Score -3.97417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 289367 members 
Entering Unmasked Estep 
Score: -39741688.000000 Penalty: 6238.420410
	Iteration 56Q: 3 clusters Score -3.974169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 289373 members 
Entering Unmasked Estep 
Score: -39741676.000000 Penalty: 6238.420410
	Iteration 57Q: 3 clusters Score -3.974168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 289379 members 
Entering Unmasked Estep 
Score: -39741668.000000 Penalty: 6238.420410
	Iteration 58Q: 3 clusters Score -3.974167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 289390 members 
Entering Unmasked Estep 
Score: -39741676.000000 Penalty: 6238.420410
	Iteration 59Q: 3 clusters Score -3.974168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 289398 members 
Entering Unmasked Estep 
Score: -39741704.000000 Penalty: 6238.420410
	Iteration 60F: 3 clusters Score -3.97417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 289406 members 
Entering Unmasked Estep 
Score: -39741680.000000 Penalty: 6238.420410
	Iteration 61Q: 3 clusters Score -3.974168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 289413 members 
Entering Unmasked Estep 
Score: -39741700.000000 Penalty: 6238.420410
	Iteration 62Q: 3 clusters Score -3.97417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 289414 members 
Entering Unmasked Estep 
Score: -39741684.000000 Penalty: 6238.420410
	Iteration 63Q: 3 clusters Score -3.974168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 289418 members 
Entering Unmasked Estep 
Score: -39741692.000000 Penalty: 6238.420410
	Iteration 64Q: 3 clusters Score -3.974169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 289424 members 
Entering Unmasked Estep 
Score: -39741728.000000 Penalty: 6238.420410
	Iteration 65Q: 3 clusters Score -3.974173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 289428 members 
Entering Unmasked Estep 
Score: -39741724.000000 Penalty: 6238.420410
	Iteration 66Q: 3 clusters Score -3.974172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 289430 members 
Entering Unmasked Estep 
Score: -39741724.000000 Penalty: 6238.420410
	Iteration 67Q: 3 clusters Score -3.974172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 289431 members 
Entering Unmasked Estep 
Score: -39741724.000000 Penalty: 6238.420410
	Iteration 68Q: 3 clusters Score -3.974172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 289431 members 
Entering Unmasked Estep 
Score: -39741712.000000 Penalty: 6238.420410
	Iteration 69Q: 3 clusters Score -3.974171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 289431 members 
Entering Unmasked Estep 
Score: -39741712.000000 Penalty: 6238.420410
	Iteration 70F: 3 clusters Score -3.974171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Entering Unmasked Estep 
Score: -2034174.000000 Penalty: 2383.326904
	Iteration 0F: 2 clusters Score -2034174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2023313.500000 Penalty: 4766.653809
	Iteration 0F: 3 clusters Score -2023314 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2026889.375000 Penalty: 4766.653809
	Iteration 1F: 3 clusters Score -2026889 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2027478.500000 Penalty: 4766.653809
	Iteration 2F: 3 clusters Score -2027478 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2028078.750000 Penalty: 4766.653809
	Iteration 3F: 3 clusters Score -2028079 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2028576.000000 Penalty: 4766.653809
	Iteration 4F: 3 clusters Score -2028576 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2029015.500000 Penalty: 4766.653809
	Iteration 5F: 3 clusters Score -2029016 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2029448.875000 Penalty: 4766.653809
	Iteration 6F: 3 clusters Score -2029449 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2029821.000000 Penalty: 4766.653809
	Iteration 7Q: 3 clusters Score -2029821 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2030171.125000 Penalty: 4766.653809
	Iteration 8Q: 3 clusters Score -2030171 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2030505.500000 Penalty: 4766.653809
	Iteration 9Q: 3 clusters Score -2030506 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2030791.125000 Penalty: 4766.653809
	Iteration 10Q: 3 clusters Score -2030791 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2031008.125000 Penalty: 4766.653809
	Iteration 11Q: 3 clusters Score -2031008 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2031181.750000 Penalty: 4766.653809
	Iteration 12Q: 3 clusters Score -2031182 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2031302.625000 Penalty: 4766.653809
	Iteration 13Q: 3 clusters Score -2031303 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2031412.000000 Penalty: 4766.653809
	Iteration 14Q: 3 clusters Score -2031412 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2031496.000000 Penalty: 4766.653809
	Iteration 15Q: 3 clusters Score -2031496 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2031570.625000 Penalty: 4766.653809
	Iteration 16Q: 3 clusters Score -2031571 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2031620.125000 Penalty: 4766.653809
	Iteration 17Q: 3 clusters Score -2031620 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2031661.000000 Penalty: 4766.653809
	Iteration 18Q: 3 clusters Score -2031661 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2031687.000000 Penalty: 4766.653809
	Iteration 19Q: 3 clusters Score -2031687 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2031702.125000 Penalty: 4766.653809
	Iteration 20F: 3 clusters Score -2031702 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2031724.500000 Penalty: 4766.653809
	Iteration 21Q: 3 clusters Score -2031724 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2031735.500000 Penalty: 4766.653809
	Iteration 22Q: 3 clusters Score -2031736 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2031765.750000 Penalty: 4766.653809
	Iteration 23Q: 3 clusters Score -2031766 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2031789.500000 Penalty: 4766.653809
	Iteration 24Q: 3 clusters Score -2031790 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2031807.875000 Penalty: 4766.653809
	Iteration 25Q: 3 clusters Score -2031808 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2031829.500000 Penalty: 4766.653809
	Iteration 26Q: 3 clusters Score -2031830 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2031858.875000 Penalty: 4766.653809
	Iteration 27Q: 3 clusters Score -2031859 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2031895.375000 Penalty: 4766.653809
	Iteration 28Q: 3 clusters Score -2031895 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2031923.125000 Penalty: 4766.653809
	Iteration 29Q: 3 clusters Score -2031923 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2031958.375000 Penalty: 4766.653809
	Iteration 30Q: 3 clusters Score -2031958 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2031993.125000 Penalty: 4766.653809
	Iteration 31Q: 3 clusters Score -2031993 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2032018.875000 Penalty: 4766.653809
	Iteration 32Q: 3 clusters Score -2032019 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2032053.625000 Penalty: 4766.653809
	Iteration 33Q: 3 clusters Score -2032054 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2032083.750000 Penalty: 4766.653809
	Iteration 34Q: 3 clusters Score -2032084 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2032126.625000 Penalty: 4766.653809
	Iteration 35Q: 3 clusters Score -2032127 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2032170.750000 Penalty: 4766.653809
	Iteration 36Q: 3 clusters Score -2032171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2032237.750000 Penalty: 4766.653809
	Iteration 37Q: 3 clusters Score -2032238 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2032311.125000 Penalty: 4766.653809
	Iteration 38Q: 3 clusters Score -2032311 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2032387.625000 Penalty: 4766.653809
	Iteration 39Q: 3 clusters Score -2032388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2032431.375000 Penalty: 4766.653809
	Iteration 40F: 3 clusters Score -2032431 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2032464.125000 Penalty: 4766.653809
	Iteration 41Q: 3 clusters Score -2032464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2032490.125000 Penalty: 4766.653809
	Iteration 42Q: 3 clusters Score -2032490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2032512.750000 Penalty: 4766.653809
	Iteration 43Q: 3 clusters Score -2032513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2032531.625000 Penalty: 4766.653809
	Iteration 44Q: 3 clusters Score -2032532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2032547.750000 Penalty: 4766.653809
	Iteration 45Q: 3 clusters Score -2032548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2032557.250000 Penalty: 4766.653809
	Iteration 46Q: 3 clusters Score -2032557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2032567.125000 Penalty: 4766.653809
	Iteration 47Q: 3 clusters Score -2032567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2032570.250000 Penalty: 4766.653809
	Iteration 48Q: 3 clusters Score -2032570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2032573.375000 Penalty: 4766.653809
	Iteration 49Q: 3 clusters Score -2032573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2032579.375000 Penalty: 4766.653809
	Iteration 50Q: 3 clusters Score -2032579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2032578.750000 Penalty: 4766.653809
	Iteration 51Q: 3 clusters Score -2032579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2032582.125000 Penalty: 4766.653809
	Iteration 52Q: 3 clusters Score -2032582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2032584.250000 Penalty: 4766.653809
	Iteration 53Q: 3 clusters Score -2032584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2032584.125000 Penalty: 4766.653809
	Iteration 54Q: 3 clusters Score -2032584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2032583.500000 Penalty: 4766.653809
	Iteration 55Q: 3 clusters Score -2032584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2032582.250000 Penalty: 4766.653809
	Iteration 56Q: 3 clusters Score -2032582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2032586.500000 Penalty: 4766.653809
	Iteration 57Q: 3 clusters Score -2032586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2032588.625000 Penalty: 4766.653809
	Iteration 58Q: 3 clusters Score -2032589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2032587.125000 Penalty: 4766.653809
	Iteration 59Q: 3 clusters Score -2032587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2032588.375000 Penalty: 4766.653809
	Iteration 60F: 3 clusters Score -2032588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2032590.375000 Penalty: 4766.653809
	Iteration 61Q: 3 clusters Score -2032590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2032591.750000 Penalty: 4766.653809
	Iteration 62Q: 3 clusters Score -2032592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2032591.750000 Penalty: 4766.653809
	Iteration 63F: 3 clusters Score -2032592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Entering Unmasked Estep 
Score: -5218331.500000 Penalty: 2618.228760
	Iteration 0F: 2 clusters Score -5218332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -5192375.000000 Penalty: 5236.457520
	Iteration 0F: 3 clusters Score -5192375 nChanged 17430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -5201915.500000 Penalty: 5236.457520
	Iteration 1F: 3 clusters Score -5201916 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -5202568.000000 Penalty: 5236.457520
	Iteration 2Q: 3 clusters Score -5202568 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -5203243.500000 Penalty: 5236.457520
	Iteration 3Q: 3 clusters Score -5203244 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -5203873.500000 Penalty: 5236.457520
	Iteration 4Q: 3 clusters Score -5203874 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -5204647.000000 Penalty: 5236.457520
	Iteration 5Q: 3 clusters Score -5204647 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -5205468.500000 Penalty: 5236.457520
	Iteration 6Q: 3 clusters Score -5205468 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -5206280.000000 Penalty: 5236.457520
	Iteration 7Q: 3 clusters Score -5206280 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -5207059.000000 Penalty: 5236.457520
	Iteration 8Q: 3 clusters Score -5207059 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -5207817.500000 Penalty: 5236.457520
	Iteration 9Q: 3 clusters Score -5207818 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -5208556.000000 Penalty: 5236.457520
	Iteration 10Q: 3 clusters Score -5208556 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -5209200.000000 Penalty: 5236.457520
	Iteration 11Q: 3 clusters Score -5209200 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -5209835.000000 Penalty: 5236.457520
	Iteration 12Q: 3 clusters Score -5209835 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -5210585.000000 Penalty: 5236.457520
	Iteration 13Q: 3 clusters Score -5210585 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -5211398.500000 Penalty: 5236.457520
	Iteration 14Q: 3 clusters Score -5211398 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -5212277.500000 Penalty: 5236.457520
	Iteration 15Q: 3 clusters Score -5212278 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -5213150.500000 Penalty: 5236.457520
	Iteration 16Q: 3 clusters Score -5213150 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -5213929.000000 Penalty: 5236.457520
	Iteration 17Q: 3 clusters Score -5213929 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5214580.000000 Penalty: 5236.457520
	Iteration 18Q: 3 clusters Score -5214580 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5215033.500000 Penalty: 5236.457520
	Iteration 19Q: 3 clusters Score -5215034 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5215361.500000 Penalty: 5236.457520
	Iteration 20F: 3 clusters Score -5215362 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5215569.500000 Penalty: 5236.457520
	Iteration 21Q: 3 clusters Score -5215570 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5215711.000000 Penalty: 5236.457520
	Iteration 22Q: 3 clusters Score -5215711 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5215817.000000 Penalty: 5236.457520
	Iteration 23Q: 3 clusters Score -5215817 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5215881.000000 Penalty: 5236.457520
	Iteration 24Q: 3 clusters Score -5215881 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5215914.500000 Penalty: 5236.457520
	Iteration 25Q: 3 clusters Score -5215914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5215958.000000 Penalty: 5236.457520
	Iteration 26Q: 3 clusters Score -5215958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5215992.500000 Penalty: 5236.457520
	Iteration 27Q: 3 clusters Score -5215992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5216016.000000 Penalty: 5236.457520
	Iteration 28Q: 3 clusters Score -5216016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5216026.500000 Penalty: 5236.457520
	Iteration 29Q: 3 clusters Score -5216026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5216033.000000 Penalty: 5236.457520
	Iteration 30Q: 3 clusters Score -5216033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5216038.000000 Penalty: 5236.457520
	Iteration 31Q: 3 clusters Score -5216038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5216038.000000 Penalty: 5236.457520
	Iteration 32Q: 3 clusters Score -5216038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5216043.500000 Penalty: 5236.457520
	Iteration 33Q: 3 clusters Score -5216044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5216043.500000 Penalty: 5236.457520
	Iteration 34F: 3 clusters Score -5216044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -140060.281250 Penalty: 1730.134277
	Iteration 0F: 2 clusters Score -140060.3 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 559 members 
Entering Unmasked Estep 
Score: -138027.656250 Penalty: 3460.268555
	Iteration 0F: 3 clusters Score -138027.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -138352.156250 Penalty: 3460.268555
	Iteration 1F: 3 clusters Score -138352.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -138476.937500 Penalty: 3460.268555
	Iteration 2F: 3 clusters Score -138476.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -138592.765625 Penalty: 3460.268555
	Iteration 3Q: 3 clusters Score -138592.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -138732.500000 Penalty: 3460.268555
	Iteration 4Q: 3 clusters Score -138732.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -138863.921875 Penalty: 3460.268555
	Iteration 5Q: 3 clusters Score -138863.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -138915.671875 Penalty: 3460.268555
	Iteration 6Q: 3 clusters Score -138915.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -138980.703125 Penalty: 3460.268555
	Iteration 7Q: 3 clusters Score -138980.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -139047.687500 Penalty: 3460.268555
	Iteration 8Q: 3 clusters Score -139047.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -139117.828125 Penalty: 3460.268555
	Iteration 9Q: 3 clusters Score -139117.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -139219.609375 Penalty: 3460.268555
	Iteration 10Q: 3 clusters Score -139219.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -139391.703125 Penalty: 3460.268555
	Iteration 11Q: 3 clusters Score -139391.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -139647.421875 Penalty: 3460.268555
	Iteration 12Q: 3 clusters Score -139647.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -139704.015625 Penalty: 3460.268555
	Iteration 13Q: 3 clusters Score -139704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -139775.437500 Penalty: 3460.268555
	Iteration 14Q: 3 clusters Score -139775.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -139834.562500 Penalty: 3460.268555
	Iteration 15Q: 3 clusters Score -139834.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -139876.718750 Penalty: 3460.268555
	Iteration 16Q: 3 clusters Score -139876.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -139911.562500 Penalty: 3460.268555
	Iteration 17Q: 3 clusters Score -139911.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -139950.796875 Penalty: 3460.268555
	Iteration 18Q: 3 clusters Score -139950.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -140016.140625 Penalty: 3460.268555
	Iteration 19Q: 3 clusters Score -140016.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -140043.781250 Penalty: 3460.268555
	Iteration 20F: 3 clusters Score -140043.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -140058.828125 Penalty: 3460.268555
	Iteration 21Q: 3 clusters Score -140058.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -140070.203125 Penalty: 3460.268555
	Iteration 22Q: 3 clusters Score -140070.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -140073.765625 Penalty: 3460.268555
	Iteration 23Q: 3 clusters Score -140073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -140074.812500 Penalty: 3460.268555
	Iteration 24Q: 3 clusters Score -140074.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -140075.218750 Penalty: 3460.268555
	Iteration 25Q: 3 clusters Score -140075.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -140075.218750 Penalty: 3460.268555
	Iteration 26F: 3 clusters Score -140075.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33514 members 
Mstep: Class 3 contains 42410 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28067 members 
Mstep: Class 8 contains 208070 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15674 members 
Mstep: Class 11 contains 237939 members 
Mstep: Class 12 contains 37452 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12895 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289949 members 
Mstep: Class 20 contains 14916 members 
Mstep: Class 21 contains 38460 members 
Mstep: Class 22 contains 516 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 1031 members 
Mstep: Class 25 contains 555 members 
Entering Unmasked Estep 
Score: -135804592.000000 Penalty: 85638.921875
Splitting cluster 22 changes total score from -135806016.000000 to -135804592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -34286.523438 Penalty: 1398.312012
	Iteration 0F: 2 clusters Score -34286.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33069.539062 Penalty: 2796.624023
	Iteration 0F: 3 clusters Score -33069.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33178.582031 Penalty: 2796.624023
	Iteration 1F: 3 clusters Score -33178.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33212.515625 Penalty: 2796.624023
	Iteration 2Q: 3 clusters Score -33212.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33224.890625 Penalty: 2796.624023
	Iteration 3Q: 3 clusters Score -33224.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33231.394531 Penalty: 2796.624023
	Iteration 4Q: 3 clusters Score -33231.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33241.269531 Penalty: 2796.624023
	Iteration 5Q: 3 clusters Score -33241.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33241.269531 Penalty: 2796.624023
	Iteration 6F: 3 clusters Score -33241.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -133948.421875 Penalty: 1720.694580
	Iteration 0F: 2 clusters Score -133948.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -131963.562500 Penalty: 3441.389160
	Iteration 0F: 3 clusters Score -131963.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -132312.625000 Penalty: 3441.389160
	Iteration 1F: 3 clusters Score -132312.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -132421.656250 Penalty: 3441.389160
	Iteration 2F: 3 clusters Score -132421.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -132496.500000 Penalty: 3441.389160
	Iteration 3Q: 3 clusters Score -132496.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -132578.859375 Penalty: 3441.389160
	Iteration 4Q: 3 clusters Score -132578.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -132654.171875 Penalty: 3441.389160
	Iteration 5Q: 3 clusters Score -132654.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -132703.531250 Penalty: 3441.389160
	Iteration 6Q: 3 clusters Score -132703.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -132764.968750 Penalty: 3441.389160
	Iteration 7Q: 3 clusters Score -132765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -132823.296875 Penalty: 3441.389160
	Iteration 8Q: 3 clusters Score -132823.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -132866.781250 Penalty: 3441.389160
	Iteration 9Q: 3 clusters Score -132866.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -132921.843750 Penalty: 3441.389160
	Iteration 10Q: 3 clusters Score -132921.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -133004.218750 Penalty: 3441.389160
	Iteration 11Q: 3 clusters Score -133004.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -133060.062500 Penalty: 3441.389160
	Iteration 12Q: 3 clusters Score -133060.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -133096.765625 Penalty: 3441.389160
	Iteration 13Q: 3 clusters Score -133096.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -133124.906250 Penalty: 3441.389160
	Iteration 14Q: 3 clusters Score -133124.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -133142.765625 Penalty: 3441.389160
	Iteration 15Q: 3 clusters Score -133142.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -133156.312500 Penalty: 3441.389160
	Iteration 16Q: 3 clusters Score -133156.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -133172.843750 Penalty: 3441.389160
	Iteration 17Q: 3 clusters Score -133172.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -133192.843750 Penalty: 3441.389160
	Iteration 18Q: 3 clusters Score -133192.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -133217.843750 Penalty: 3441.389160
	Iteration 19Q: 3 clusters Score -133217.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -133237.546875 Penalty: 3441.389160
	Iteration 20F: 3 clusters Score -133237.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -133244.046875 Penalty: 3441.389160
	Iteration 21Q: 3 clusters Score -133244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -133249.968750 Penalty: 3441.389160
	Iteration 22Q: 3 clusters Score -133250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -133260.281250 Penalty: 3441.389160
	Iteration 23Q: 3 clusters Score -133260.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -133262.921875 Penalty: 3441.389160
	Iteration 24Q: 3 clusters Score -133262.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -133267.609375 Penalty: 3441.389160
	Iteration 25Q: 3 clusters Score -133267.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -133268.187500 Penalty: 3441.389160
	Iteration 26Q: 3 clusters Score -133268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -133270.187500 Penalty: 3441.389160
	Iteration 27Q: 3 clusters Score -133270.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -133275.656250 Penalty: 3441.389160
	Iteration 28Q: 3 clusters Score -133275.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -133280.265625 Penalty: 3441.389160
	Iteration 29Q: 3 clusters Score -133280.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -133288.703125 Penalty: 3441.389160
	Iteration 30Q: 3 clusters Score -133288.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -133303.953125 Penalty: 3441.389160
	Iteration 31Q: 3 clusters Score -133304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -133314.484375 Penalty: 3441.389160
	Iteration 32Q: 3 clusters Score -133314.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -133333.078125 Penalty: 3441.389160
	Iteration 33Q: 3 clusters Score -133333.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -133344.218750 Penalty: 3441.389160
	Iteration 34Q: 3 clusters Score -133344.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -133345.218750 Penalty: 3441.389160
	Iteration 35Q: 3 clusters Score -133345.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -133347.562500 Penalty: 3441.389160
	Iteration 36Q: 3 clusters Score -133347.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -133350.281250 Penalty: 3441.389160
	Iteration 37Q: 3 clusters Score -133350.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -133353.890625 Penalty: 3441.389160
	Iteration 38Q: 3 clusters Score -133353.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -133363.843750 Penalty: 3441.389160
	Iteration 39Q: 3 clusters Score -133363.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -133379.281250 Penalty: 3441.389160
	Iteration 40F: 3 clusters Score -133379.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -133396.875000 Penalty: 3441.389160
	Iteration 41Q: 3 clusters Score -133396.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -133416.156250 Penalty: 3441.389160
	Iteration 42Q: 3 clusters Score -133416.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -133441.828125 Penalty: 3441.389160
	Iteration 43Q: 3 clusters Score -133441.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -133482.109375 Penalty: 3441.389160
	Iteration 44Q: 3 clusters Score -133482.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -133715.531250 Penalty: 3441.389160
	Iteration 45Q: 3 clusters Score -133715.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -134166.390625 Penalty: 3441.389160
	Iteration 46Q: 3 clusters Score -134166.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -134210.156250 Penalty: 3441.389160
	Iteration 47Q: 3 clusters Score -134210.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -134210.156250 Penalty: 3441.389160
	Iteration 48F: 3 clusters Score -134210.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33514 members 
Mstep: Class 3 contains 42410 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 28067 members 
Mstep: Class 8 contains 208070 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 15674 members 
Mstep: Class 11 contains 237939 members 
Mstep: Class 12 contains 37452 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12895 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 289949 members 
Mstep: Class 20 contains 14916 members 
Mstep: Class 21 contains 38460 members 
Mstep: Class 22 contains 1071 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 407 members 
Mstep: Class 25 contains 624 members 
Entering Unmasked Estep 
Score: -135804384.000000 Penalty: 85638.921875
Splitting cluster 24 changes total score from -135806016.000000 to -135804384.000000
So it's not getting split.
--- Evaluating fit on full set of 2991666 points ---
Entering Unmasked Estep 
Score: -400983392.000000 Penalty: 88752.296875
21->25 Clusters: Score -400983392.000000, best is -400956256.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 997222 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 47572 members 
Mstep: Class 3 contains 47183 members 
Mstep: Class 4 contains 47291 members 
Mstep: Class 5 contains 47422 members 
Mstep: Class 6 contains 47865 members 
Mstep: Class 7 contains 47149 members 
Mstep: Class 8 contains 47338 members 
Mstep: Class 9 contains 47435 members 
Mstep: Class 10 contains 47948 members 
Mstep: Class 11 contains 47757 members 
Mstep: Class 12 contains 47337 members 
Mstep: Class 13 contains 47732 members 
Mstep: Class 14 contains 47244 members 
Mstep: Class 15 contains 47348 members 
Mstep: Class 16 contains 47385 members 
Mstep: Class 17 contains 47439 members 
Mstep: Class 18 contains 47918 members 
Mstep: Class 19 contains 47290 members 
Mstep: Class 20 contains 47211 members 
Mstep: Class 21 contains 47705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 501.711121 but Gain 3425.562500
Score: -131178992.000000 Penalty: 68511.132812
Iteration 0F: 21 clusters Score -1.31179e+08 nChanged 947747
Entering Unmasked Mstep 
Mstep: Class 0 contains 2531 members 
Mstep: Class 1 contains 80306 members 
Mstep: Class 2 contains 18249 members 
Mstep: Class 3 contains 16558 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 39781 members 
Mstep: Class 6 contains 111170 members 
Mstep: Class 7 contains 55746 members 
Mstep: Class 8 contains 29674 members 
Mstep: Class 9 contains 20579 members 
Mstep: Class 10 contains 100248 members 
Mstep: Class 12 contains 80172 members 
Mstep: Class 13 contains 39501 members 
Mstep: Class 14 contains 42428 members 
Mstep: Class 15 contains 15579 members 
Mstep: Class 16 contains 61644 members 
Mstep: Class 17 contains 59581 members 
Mstep: Class 18 contains 57041 members 
Mstep: Class 19 contains 29291 members 
Mstep: Class 20 contains 62672 members 
Mstep: Class 21 contains 52955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133807496.000000 Penalty: 68511.132812
Iteration 1F: 21 clusters Score -1.338075e+08 nChanged 402992
Entering Unmasked Mstep 
Mstep: Class 0 contains 1723 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 15200 members 
Mstep: Class 3 contains 10713 members 
Mstep: Class 4 contains 10327 members 
Mstep: Class 5 contains 58419 members 
Mstep: Class 6 contains 176918 members 
Mstep: Class 7 contains 55736 members 
Mstep: Class 8 contains 20188 members 
Mstep: Class 9 contains 15253 members 
Mstep: Class 10 contains 126650 members 
Mstep: Class 12 contains 80595 members 
Mstep: Class 13 contains 34899 members 
Mstep: Class 14 contains 47750 members 
Mstep: Class 15 contains 33794 members 
Mstep: Class 16 contains 50417 members 
Mstep: Class 17 contains 54186 members 
Mstep: Class 18 contains 42761 members 
Mstep: Class 19 contains 19268 members 
Mstep: Class 20 contains 57635 members 
Mstep: Class 21 contains 28697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134607344.000000 Penalty: 68511.132812
Iteration 2F: 21 clusters Score -1.346073e+08 nChanged 287789
Entering Unmasked Mstep 
Mstep: Class 0 contains 894 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 11144 members 
Mstep: Class 3 contains 9233 members 
Mstep: Class 4 contains 2733 members 
Mstep: Class 5 contains 64735 members 
Mstep: Class 6 contains 215922 members 
Mstep: Class 7 contains 49585 members 
Mstep: Class 8 contains 13636 members 
Mstep: Class 9 contains 9422 members 
Mstep: Class 10 contains 159055 members 
Mstep: Class 12 contains 82629 members 
Mstep: Class 13 contains 24222 members 
Mstep: Class 14 contains 41160 members 
Mstep: Class 15 contains 58450 members 
Mstep: Class 16 contains 35189 members 
Mstep: Class 17 contains 57355 members 
Mstep: Class 18 contains 30915 members 
Mstep: Class 19 contains 15671 members 
Mstep: Class 20 contains 64291 members 
Mstep: Class 21 contains 13305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135049808.000000 Penalty: 68511.132812
Iteration 3F: 21 clusters Score -1.350498e+08 nChanged 218081
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 7081 members 
Mstep: Class 3 contains 8585 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 68296 members 
Mstep: Class 6 contains 227425 members 
Mstep: Class 7 contains 40653 members 
Mstep: Class 8 contains 8133 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 194119 members 
Mstep: Class 12 contains 86166 members 
Mstep: Class 13 contains 14028 members 
Mstep: Class 14 contains 32149 members 
Mstep: Class 15 contains 72621 members 
Mstep: Class 16 contains 22402 members 
Mstep: Class 17 contains 64181 members 
Mstep: Class 18 contains 20673 members 
Mstep: Class 19 contains 13744 members 
Mstep: Class 20 contains 76359 members 
Mstep: Class 21 contains 3764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2613.119629 but Gain 3425.554688
Score: -135289440.000000 Penalty: 65085.578125
Iteration 4F: 20 clusters Score -1.352894e+08 nChanged 162113
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 7642 members 
Mstep: Class 4 contains 1461 members 
Mstep: Class 5 contains 72300 members 
Mstep: Class 6 contains 221371 members 
Mstep: Class 7 contains 33212 members 
Mstep: Class 8 contains 4246 members 
Mstep: Class 10 contains 234104 members 
Mstep: Class 12 contains 87894 members 
Mstep: Class 13 contains 7255 members 
Mstep: Class 14 contains 23146 members 
Mstep: Class 15 contains 76449 members 
Mstep: Class 16 contains 13695 members 
Mstep: Class 17 contains 70222 members 
Mstep: Class 18 contains 12692 members 
Mstep: Class 19 contains 11618 members 
Mstep: Class 20 contains 88047 members 
Mstep: Class 21 contains 2078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1964.698486 but Gain 3425.554688
Score: -135430272.000000 Penalty: 61660.023438
Iteration 5F: 19 clusters Score -1.354303e+08 nChanged 129530
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 6757 members 
Mstep: Class 4 contains 1450 members 
Mstep: Class 5 contains 76306 members 
Mstep: Class 6 contains 204017 members 
Mstep: Class 7 contains 28721 members 
Mstep: Class 10 contains 278878 members 
Mstep: Class 12 contains 83803 members 
Mstep: Class 13 contains 3532 members 
Mstep: Class 14 contains 14811 members 
Mstep: Class 15 contains 75190 members 
Mstep: Class 16 contains 7974 members 
Mstep: Class 17 contains 74509 members 
Mstep: Class 18 contains 7107 members 
Mstep: Class 19 contains 9893 members 
Mstep: Class 20 contains 97122 members 
Mstep: Class 21 contains 1975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1533.004639 but Gain 3425.558594
Score: -135513776.000000 Penalty: 58234.464844
Iteration 6F: 18 clusters Score -1.355138e+08 nChanged 109682
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 80227 members 
Mstep: Class 6 contains 188895 members 
Mstep: Class 7 contains 26615 members 
Mstep: Class 10 contains 313173 members 
Mstep: Class 12 contains 77231 members 
Mstep: Class 13 contains 1844 members 
Mstep: Class 14 contains 8606 members 
Mstep: Class 15 contains 73915 members 
Mstep: Class 16 contains 4704 members 
Mstep: Class 17 contains 75793 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 8475 members 
Mstep: Class 20 contains 104179 members 
Mstep: Class 21 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1211.680298 but Gain 3425.558594
Score: -135540784.000000 Penalty: 54808.906250
Iteration 7F: 17 clusters Score -1.355408e+08 nChanged 82672
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 3 contains 5419 members 
Mstep: Class 4 contains 1455 members 
Mstep: Class 5 contains 85016 members 
Mstep: Class 6 contains 184225 members 
Mstep: Class 7 contains 26685 members 
Mstep: Class 10 contains 319923 members 
Mstep: Class 12 contains 75328 members 
Mstep: Class 14 contains 5248 members 
Mstep: Class 15 contains 73951 members 
Mstep: Class 16 contains 3133 members 
Mstep: Class 17 contains 76142 members 
Mstep: Class 18 contains 2490 members 
Mstep: Class 19 contains 7618 members 
Mstep: Class 20 contains 110011 members 
Mstep: Class 21 contains 2029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2797.956543 but Gain 3425.554688
Score: -135560576.000000 Penalty: 51383.351562
Iteration 8F: 16 clusters Score -1.355606e+08 nChanged 62044
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 3 contains 5050 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 90232 members 
Mstep: Class 6 contains 182026 members 
Mstep: Class 7 contains 27593 members 
Mstep: Class 10 contains 316288 members 
Mstep: Class 12 contains 76555 members 
Mstep: Class 14 contains 3479 members 
Mstep: Class 15 contains 74535 members 
Mstep: Class 17 contains 76757 members 
Mstep: Class 18 contains 2037 members 
Mstep: Class 19 contains 7133 members 
Mstep: Class 20 contains 115109 members 
Mstep: Class 21 contains 2051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2621.710693 but Gain 3425.558594
Score: -135585888.000000 Penalty: 47957.792969
Iteration 9F: 15 clusters Score -1.355859e+08 nChanged 47529
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 3 contains 4737 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 95638 members 
Mstep: Class 6 contains 180145 members 
Mstep: Class 7 contains 28653 members 
Mstep: Class 10 contains 311021 members 
Mstep: Class 12 contains 78517 members 
Mstep: Class 15 contains 74671 members 
Mstep: Class 17 contains 77517 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 6853 members 
Mstep: Class 20 contains 118608 members 
Mstep: Class 21 contains 2063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135606048.000000 Penalty: 47957.792969
Iteration 10Q: 15 clusters Score -1.35606e+08 nChanged 34797
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 100529 members 
Mstep: Class 6 contains 178523 members 
Mstep: Class 7 contains 29657 members 
Mstep: Class 10 contains 304462 members 
Mstep: Class 12 contains 80556 members 
Mstep: Class 15 contains 74293 members 
Mstep: Class 17 contains 77963 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 6794 members 
Mstep: Class 20 contains 120316 members 
Mstep: Class 21 contains 2065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135622144.000000 Penalty: 47957.792969
Iteration 11Q: 15 clusters Score -1.356221e+08 nChanged 29008
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 3 contains 4242 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 105100 members 
Mstep: Class 6 contains 177486 members 
Mstep: Class 7 contains 30575 members 
Mstep: Class 10 contains 298866 members 
Mstep: Class 12 contains 82787 members 
Mstep: Class 15 contains 73804 members 
Mstep: Class 17 contains 77994 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 6719 members 
Mstep: Class 20 contains 120928 members 
Mstep: Class 21 contains 2072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135633904.000000 Penalty: 47957.792969
Iteration 12Q: 15 clusters Score -1.356339e+08 nChanged 25131
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 109438 members 
Mstep: Class 6 contains 177245 members 
Mstep: Class 7 contains 31279 members 
Mstep: Class 10 contains 293940 members 
Mstep: Class 12 contains 85276 members 
Mstep: Class 15 contains 73134 members 
Mstep: Class 17 contains 77669 members 
Mstep: Class 18 contains 2345 members 
Mstep: Class 19 contains 6628 members 
Mstep: Class 20 contains 120575 members 
Mstep: Class 21 contains 2086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135645280.000000 Penalty: 47957.792969
Iteration 13Q: 15 clusters Score -1.356453e+08 nChanged 23256
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 3 contains 3875 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 113580 members 
Mstep: Class 6 contains 177342 members 
Mstep: Class 7 contains 32024 members 
Mstep: Class 10 contains 289615 members 
Mstep: Class 12 contains 88033 members 
Mstep: Class 15 contains 72403 members 
Mstep: Class 17 contains 76866 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 6598 members 
Mstep: Class 20 contains 119510 members 
Mstep: Class 21 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135655664.000000 Penalty: 47957.792969
Iteration 14Q: 15 clusters Score -1.356557e+08 nChanged 21880
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 3 contains 3722 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 117726 members 
Mstep: Class 6 contains 177921 members 
Mstep: Class 7 contains 32759 members 
Mstep: Class 10 contains 285430 members 
Mstep: Class 12 contains 91060 members 
Mstep: Class 15 contains 71631 members 
Mstep: Class 17 contains 75770 members 
Mstep: Class 18 contains 2950 members 
Mstep: Class 19 contains 6577 members 
Mstep: Class 20 contains 117775 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135665184.000000 Penalty: 47957.792969
Iteration 15Q: 15 clusters Score -1.356652e+08 nChanged 21178
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 3 contains 3626 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 121986 members 
Mstep: Class 6 contains 178738 members 
Mstep: Class 7 contains 33505 members 
Mstep: Class 10 contains 281495 members 
Mstep: Class 12 contains 94454 members 
Mstep: Class 15 contains 70789 members 
Mstep: Class 17 contains 74427 members 
Mstep: Class 18 contains 3330 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 115247 members 
Mstep: Class 21 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135675024.000000 Penalty: 47957.792969
Iteration 16Q: 15 clusters Score -1.35675e+08 nChanged 20637
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 3 contains 3598 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 126228 members 
Mstep: Class 6 contains 179828 members 
Mstep: Class 7 contains 34233 members 
Mstep: Class 10 contains 277857 members 
Mstep: Class 12 contains 98051 members 
Mstep: Class 15 contains 69939 members 
Mstep: Class 17 contains 72756 members 
Mstep: Class 18 contains 3751 members 
Mstep: Class 19 contains 6546 members 
Mstep: Class 20 contains 112111 members 
Mstep: Class 21 contains 2157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135682816.000000 Penalty: 47957.792969
Iteration 17Q: 15 clusters Score -1.356828e+08 nChanged 20381
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 3 contains 3620 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 130487 members 
Mstep: Class 6 contains 181022 members 
Mstep: Class 7 contains 34917 members 
Mstep: Class 10 contains 274145 members 
Mstep: Class 12 contains 101979 members 
Mstep: Class 15 contains 69041 members 
Mstep: Class 17 contains 70918 members 
Mstep: Class 18 contains 4255 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 108596 members 
Mstep: Class 21 contains 2181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135690624.000000 Penalty: 47957.792969
Iteration 18Q: 15 clusters Score -1.356906e+08 nChanged 20122
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 3 contains 3680 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 134801 members 
Mstep: Class 6 contains 182252 members 
Mstep: Class 7 contains 35404 members 
Mstep: Class 10 contains 270367 members 
Mstep: Class 12 contains 106227 members 
Mstep: Class 15 contains 68112 members 
Mstep: Class 17 contains 68940 members 
Mstep: Class 18 contains 4876 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 104765 members 
Mstep: Class 21 contains 2210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135697552.000000 Penalty: 47957.792969
Iteration 19Q: 15 clusters Score -1.356976e+08 nChanged 19631
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 3 contains 3754 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 139161 members 
Mstep: Class 6 contains 183350 members 
Mstep: Class 7 contains 35876 members 
Mstep: Class 10 contains 266703 members 
Mstep: Class 12 contains 110454 members 
Mstep: Class 15 contains 67169 members 
Mstep: Class 17 contains 66870 members 
Mstep: Class 18 contains 5608 members 
Mstep: Class 19 contains 6551 members 
Mstep: Class 20 contains 100758 members 
Mstep: Class 21 contains 2218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135704576.000000 Penalty: 47957.792969
Iteration 20F: 15 clusters Score -1.357046e+08 nChanged 19337
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 143356 members 
Mstep: Class 6 contains 184308 members 
Mstep: Class 7 contains 36284 members 
Mstep: Class 10 contains 263328 members 
Mstep: Class 12 contains 114633 members 
Mstep: Class 15 contains 66263 members 
Mstep: Class 17 contains 65144 members 
Mstep: Class 18 contains 6346 members 
Mstep: Class 19 contains 6619 members 
Mstep: Class 20 contains 96574 members 
Mstep: Class 21 contains 2225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135709760.000000 Penalty: 47957.792969
Iteration 21Q: 15 clusters Score -1.357098e+08 nChanged 18435
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 147214 members 
Mstep: Class 6 contains 185199 members 
Mstep: Class 7 contains 36610 members 
Mstep: Class 10 contains 259846 members 
Mstep: Class 12 contains 118783 members 
Mstep: Class 15 contains 65469 members 
Mstep: Class 17 contains 63536 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 19 contains 6677 members 
Mstep: Class 20 contains 92748 members 
Mstep: Class 21 contains 2227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135714912.000000 Penalty: 47957.792969
Iteration 22Q: 15 clusters Score -1.357149e+08 nChanged 17167
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 3 contains 4233 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 150549 members 
Mstep: Class 6 contains 186110 members 
Mstep: Class 7 contains 36840 members 
Mstep: Class 10 contains 256443 members 
Mstep: Class 12 contains 122881 members 
Mstep: Class 15 contains 64694 members 
Mstep: Class 17 contains 61992 members 
Mstep: Class 18 contains 7750 members 
Mstep: Class 19 contains 6746 members 
Mstep: Class 20 contains 89335 members 
Mstep: Class 21 contains 2228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135719680.000000 Penalty: 47957.792969
Iteration 23Q: 15 clusters Score -1.357197e+08 nChanged 15960
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 153648 members 
Mstep: Class 6 contains 186933 members 
Mstep: Class 7 contains 36932 members 
Mstep: Class 10 contains 253343 members 
Mstep: Class 12 contains 126741 members 
Mstep: Class 15 contains 63902 members 
Mstep: Class 17 contains 60477 members 
Mstep: Class 18 contains 8389 members 
Mstep: Class 19 contains 6865 members 
Mstep: Class 20 contains 86233 members 
Mstep: Class 21 contains 2230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135724528.000000 Penalty: 47957.792969
Iteration 24Q: 15 clusters Score -1.357245e+08 nChanged 14724
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 3 contains 4619 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 156320 members 
Mstep: Class 6 contains 187647 members 
Mstep: Class 7 contains 37000 members 
Mstep: Class 10 contains 250510 members 
Mstep: Class 12 contains 130384 members 
Mstep: Class 15 contains 63163 members 
Mstep: Class 17 contains 59068 members 
Mstep: Class 18 contains 8925 members 
Mstep: Class 19 contains 7015 members 
Mstep: Class 20 contains 83489 members 
Mstep: Class 21 contains 2230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135728032.000000 Penalty: 47957.792969
Iteration 25Q: 15 clusters Score -1.35728e+08 nChanged 13744
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 3 contains 4827 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 158735 members 
Mstep: Class 6 contains 188354 members 
Mstep: Class 7 contains 37000 members 
Mstep: Class 10 contains 247601 members 
Mstep: Class 12 contains 133915 members 
Mstep: Class 15 contains 62494 members 
Mstep: Class 17 contains 57710 members 
Mstep: Class 18 contains 9432 members 
Mstep: Class 19 contains 7263 members 
Mstep: Class 20 contains 81018 members 
Mstep: Class 21 contains 2229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135731088.000000 Penalty: 47957.792969
Iteration 26Q: 15 clusters Score -1.357311e+08 nChanged 12482
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 3 contains 4997 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 160582 members 
Mstep: Class 6 contains 188985 members 
Mstep: Class 7 contains 36955 members 
Mstep: Class 10 contains 245249 members 
Mstep: Class 12 contains 137031 members 
Mstep: Class 15 contains 61887 members 
Mstep: Class 17 contains 56455 members 
Mstep: Class 18 contains 9838 members 
Mstep: Class 19 contains 7543 members 
Mstep: Class 20 contains 79017 members 
Mstep: Class 21 contains 2229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135734624.000000 Penalty: 47957.792969
Iteration 27Q: 15 clusters Score -1.357346e+08 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 3 contains 5168 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 161999 members 
Mstep: Class 6 contains 189509 members 
Mstep: Class 7 contains 36829 members 
Mstep: Class 10 contains 243497 members 
Mstep: Class 12 contains 139691 members 
Mstep: Class 15 contains 61404 members 
Mstep: Class 17 contains 55225 members 
Mstep: Class 18 contains 10144 members 
Mstep: Class 19 contains 7892 members 
Mstep: Class 20 contains 77342 members 
Mstep: Class 21 contains 2228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135736704.000000 Penalty: 47957.792969
Iteration 28Q: 15 clusters Score -1.357367e+08 nChanged 10366
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 3 contains 5340 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 163039 members 
Mstep: Class 6 contains 190000 members 
Mstep: Class 7 contains 36625 members 
Mstep: Class 10 contains 242145 members 
Mstep: Class 12 contains 141938 members 
Mstep: Class 15 contains 61068 members 
Mstep: Class 17 contains 54071 members 
Mstep: Class 18 contains 10433 members 
Mstep: Class 19 contains 8270 members 
Mstep: Class 20 contains 75923 members 
Mstep: Class 21 contains 2229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135738544.000000 Penalty: 47957.792969
Iteration 29Q: 15 clusters Score -1.357385e+08 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 3 contains 5492 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 163699 members 
Mstep: Class 6 contains 190407 members 
Mstep: Class 7 contains 36408 members 
Mstep: Class 10 contains 241048 members 
Mstep: Class 12 contains 143911 members 
Mstep: Class 15 contains 60824 members 
Mstep: Class 17 contains 53034 members 
Mstep: Class 18 contains 10699 members 
Mstep: Class 19 contains 8696 members 
Mstep: Class 20 contains 74750 members 
Mstep: Class 21 contains 2231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135740096.000000 Penalty: 47957.792969
Iteration 30Q: 15 clusters Score -1.357401e+08 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 164175 members 
Mstep: Class 6 contains 190756 members 
Mstep: Class 7 contains 36146 members 
Mstep: Class 10 contains 240099 members 
Mstep: Class 12 contains 145655 members 
Mstep: Class 15 contains 60636 members 
Mstep: Class 17 contains 52098 members 
Mstep: Class 18 contains 10937 members 
Mstep: Class 19 contains 9137 members 
Mstep: Class 20 contains 73754 members 
Mstep: Class 21 contains 2234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135740848.000000 Penalty: 47957.792969
Iteration 31Q: 15 clusters Score -1.357408e+08 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 3 contains 5888 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 164460 members 
Mstep: Class 6 contains 191091 members 
Mstep: Class 7 contains 35833 members 
Mstep: Class 10 contains 239396 members 
Mstep: Class 12 contains 147165 members 
Mstep: Class 15 contains 60451 members 
Mstep: Class 17 contains 51219 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 9557 members 
Mstep: Class 20 contains 72928 members 
Mstep: Class 21 contains 2234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135741616.000000 Penalty: 47957.792969
Iteration 32Q: 15 clusters Score -1.357416e+08 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 3 contains 6060 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 164455 members 
Mstep: Class 6 contains 191397 members 
Mstep: Class 7 contains 35499 members 
Mstep: Class 10 contains 238952 members 
Mstep: Class 12 contains 148443 members 
Mstep: Class 15 contains 60306 members 
Mstep: Class 17 contains 50470 members 
Mstep: Class 18 contains 11343 members 
Mstep: Class 19 contains 9949 members 
Mstep: Class 20 contains 72345 members 
Mstep: Class 21 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135741904.000000 Penalty: 47957.792969
Iteration 33Q: 15 clusters Score -1.357419e+08 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 3 contains 6232 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 164239 members 
Mstep: Class 6 contains 191687 members 
Mstep: Class 7 contains 35139 members 
Mstep: Class 10 contains 238669 members 
Mstep: Class 12 contains 149617 members 
Mstep: Class 15 contains 60186 members 
Mstep: Class 17 contains 49830 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 10285 members 
Mstep: Class 20 contains 71885 members 
Mstep: Class 21 contains 2235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135742912.000000 Penalty: 47957.792969
Iteration 34Q: 15 clusters Score -1.357429e+08 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 3 contains 6381 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 163905 members 
Mstep: Class 6 contains 191975 members 
Mstep: Class 7 contains 34729 members 
Mstep: Class 10 contains 238400 members 
Mstep: Class 12 contains 150656 members 
Mstep: Class 15 contains 60102 members 
Mstep: Class 17 contains 49266 members 
Mstep: Class 18 contains 11697 members 
Mstep: Class 19 contains 10619 members 
Mstep: Class 20 contains 71616 members 
Mstep: Class 21 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135743344.000000 Penalty: 47957.792969
Iteration 35Q: 15 clusters Score -1.357433e+08 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 163510 members 
Mstep: Class 6 contains 192224 members 
Mstep: Class 7 contains 34308 members 
Mstep: Class 10 contains 238154 members 
Mstep: Class 12 contains 151651 members 
Mstep: Class 15 contains 60031 members 
Mstep: Class 17 contains 48795 members 
Mstep: Class 18 contains 11868 members 
Mstep: Class 19 contains 10912 members 
Mstep: Class 20 contains 71437 members 
Mstep: Class 21 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135743856.000000 Penalty: 47957.792969
Iteration 36Q: 15 clusters Score -1.357439e+08 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 3 contains 6630 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 162995 members 
Mstep: Class 6 contains 192401 members 
Mstep: Class 7 contains 33945 members 
Mstep: Class 10 contains 237908 members 
Mstep: Class 12 contains 152564 members 
Mstep: Class 15 contains 59991 members 
Mstep: Class 17 contains 48378 members 
Mstep: Class 18 contains 12038 members 
Mstep: Class 19 contains 11197 members 
Mstep: Class 20 contains 71407 members 
Mstep: Class 21 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135744176.000000 Penalty: 47957.792969
Iteration 37Q: 15 clusters Score -1.357442e+08 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 162406 members 
Mstep: Class 6 contains 192586 members 
Mstep: Class 7 contains 33573 members 
Mstep: Class 10 contains 237646 members 
Mstep: Class 12 contains 153455 members 
Mstep: Class 15 contains 59960 members 
Mstep: Class 17 contains 48004 members 
Mstep: Class 18 contains 12198 members 
Mstep: Class 19 contains 11436 members 
Mstep: Class 20 contains 71489 members 
Mstep: Class 21 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135745072.000000 Penalty: 47957.792969
Iteration 38Q: 15 clusters Score -1.357451e+08 nChanged 4988
Entering ConstructFrom: 
Score: -135745072.000000 Penalty: 47957.792969
Entering ConstructFrom: 
Trying to split cluster 1 (3960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Entering Unmasked Estep 
Score: -505373.562500 Penalty: 2054.431885
	Iteration 0F: 2 clusters Score -505373.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -501660.812500 Penalty: 4108.863770
	Iteration 0F: 3 clusters Score -501660.8 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -502727.031250 Penalty: 4108.863770
	Iteration 1F: 3 clusters Score -502727 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -503088.125000 Penalty: 4108.863770
	Iteration 2F: 3 clusters Score -503088.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -503447.375000 Penalty: 4108.863770
	Iteration 3F: 3 clusters Score -503447.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -503843.531250 Penalty: 4108.863770
	Iteration 4F: 3 clusters Score -503843.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -504313.937500 Penalty: 4108.863770
	Iteration 5F: 3 clusters Score -504313.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -504979.156250 Penalty: 4108.863770
	Iteration 6F: 3 clusters Score -504979.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -505515.625000 Penalty: 4108.863770
	Iteration 7F: 3 clusters Score -505515.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -505784.531250 Penalty: 4108.863770
	Iteration 8F: 3 clusters Score -505784.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -505980.843750 Penalty: 4108.863770
	Iteration 9F: 3 clusters Score -505980.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -506111.718750 Penalty: 4108.863770
	Iteration 10Q: 3 clusters Score -506111.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -506209.750000 Penalty: 4108.863770
	Iteration 11Q: 3 clusters Score -506209.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -506280.312500 Penalty: 4108.863770
	Iteration 12Q: 3 clusters Score -506280.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -506326.625000 Penalty: 4108.863770
	Iteration 13Q: 3 clusters Score -506326.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -506362.500000 Penalty: 4108.863770
	Iteration 14Q: 3 clusters Score -506362.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -506394.437500 Penalty: 4108.863770
	Iteration 15Q: 3 clusters Score -506394.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -506413.875000 Penalty: 4108.863770
	Iteration 16Q: 3 clusters Score -506413.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -506421.125000 Penalty: 4108.863770
	Iteration 17Q: 3 clusters Score -506421.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -506425.812500 Penalty: 4108.863770
	Iteration 18Q: 3 clusters Score -506425.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -506428.593750 Penalty: 4108.863770
	Iteration 19Q: 3 clusters Score -506428.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -506430.781250 Penalty: 4108.863770
	Iteration 20F: 3 clusters Score -506430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -506431.843750 Penalty: 4108.863770
	Iteration 21Q: 3 clusters Score -506431.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -506431.875000 Penalty: 4108.863770
	Iteration 22Q: 3 clusters Score -506431.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -506432.968750 Penalty: 4108.863770
	Iteration 23Q: 3 clusters Score -506433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -506434.031250 Penalty: 4108.863770
	Iteration 24Q: 3 clusters Score -506434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -506434.031250 Penalty: 4108.863770
	Iteration 25F: 3 clusters Score -506434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1252 members 
Mstep: Class 3 contains 6829 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 161801 members 
Mstep: Class 6 contains 192780 members 
Mstep: Class 7 contains 33220 members 
Mstep: Class 10 contains 237466 members 
Mstep: Class 12 contains 154250 members 
Mstep: Class 15 contains 59930 members 
Mstep: Class 17 contains 47640 members 
Mstep: Class 18 contains 12336 members 
Mstep: Class 19 contains 11683 members 
Mstep: Class 20 contains 71579 members 
Mstep: Class 21 contains 2236 members 
Entering Unmasked Estep 
Score: -135745104.000000 Penalty: 51383.351562
Splitting cluster 1 changes total score from -135745072.000000 to -135745104.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (6829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Entering Unmasked Estep 
Score: -927244.500000 Penalty: 2189.575684
	Iteration 0F: 2 clusters Score -927244.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -921594.562500 Penalty: 4379.151367
	Iteration 0F: 3 clusters Score -921594.6 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -923106.562500 Penalty: 4379.151367
	Iteration 1F: 3 clusters Score -923106.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -923359.875000 Penalty: 4379.151367
	Iteration 2F: 3 clusters Score -923359.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -923517.687500 Penalty: 4379.151367
	Iteration 3Q: 3 clusters Score -923517.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -923648.750000 Penalty: 4379.151367
	Iteration 4Q: 3 clusters Score -923648.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -923741.187500 Penalty: 4379.151367
	Iteration 5Q: 3 clusters Score -923741.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -923828.875000 Penalty: 4379.151367
	Iteration 6Q: 3 clusters Score -923828.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -923915.812500 Penalty: 4379.151367
	Iteration 7Q: 3 clusters Score -923915.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -924003.687500 Penalty: 4379.151367
	Iteration 8Q: 3 clusters Score -924003.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -924079.687500 Penalty: 4379.151367
	Iteration 9Q: 3 clusters Score -924079.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -924138.125000 Penalty: 4379.151367
	Iteration 10Q: 3 clusters Score -924138.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -924187.937500 Penalty: 4379.151367
	Iteration 11Q: 3 clusters Score -924187.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -924228.625000 Penalty: 4379.151367
	Iteration 12Q: 3 clusters Score -924228.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -924260.375000 Penalty: 4379.151367
	Iteration 13Q: 3 clusters Score -924260.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -924291.250000 Penalty: 4379.151367
	Iteration 14Q: 3 clusters Score -924291.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -924327.187500 Penalty: 4379.151367
	Iteration 15Q: 3 clusters Score -924327.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -924361.750000 Penalty: 4379.151367
	Iteration 16Q: 3 clusters Score -924361.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -924388.437500 Penalty: 4379.151367
	Iteration 17Q: 3 clusters Score -924388.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -924420.187500 Penalty: 4379.151367
	Iteration 18Q: 3 clusters Score -924420.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -924446.687500 Penalty: 4379.151367
	Iteration 19Q: 3 clusters Score -924446.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -924474.125000 Penalty: 4379.151367
	Iteration 20F: 3 clusters Score -924474.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -924505.562500 Penalty: 4379.151367
	Iteration 21Q: 3 clusters Score -924505.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -924539.937500 Penalty: 4379.151367
	Iteration 22Q: 3 clusters Score -924539.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -924570.625000 Penalty: 4379.151367
	Iteration 23Q: 3 clusters Score -924570.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -924610.562500 Penalty: 4379.151367
	Iteration 24Q: 3 clusters Score -924610.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -924649.187500 Penalty: 4379.151367
	Iteration 25Q: 3 clusters Score -924649.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -924680.687500 Penalty: 4379.151367
	Iteration 26Q: 3 clusters Score -924680.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -924707.000000 Penalty: 4379.151367
	Iteration 27Q: 3 clusters Score -924707 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -924730.625000 Penalty: 4379.151367
	Iteration 28Q: 3 clusters Score -924730.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -924757.062500 Penalty: 4379.151367
	Iteration 29Q: 3 clusters Score -924757.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -924790.312500 Penalty: 4379.151367
	Iteration 30Q: 3 clusters Score -924790.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -924831.187500 Penalty: 4379.151367
	Iteration 31Q: 3 clusters Score -924831.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -924868.187500 Penalty: 4379.151367
	Iteration 32Q: 3 clusters Score -924868.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -924927.375000 Penalty: 4379.151367
	Iteration 33Q: 3 clusters Score -924927.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -924987.500000 Penalty: 4379.151367
	Iteration 34Q: 3 clusters Score -924987.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -925060.000000 Penalty: 4379.151367
	Iteration 35Q: 3 clusters Score -925060 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -925166.000000 Penalty: 4379.151367
	Iteration 36Q: 3 clusters Score -925166 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -925327.562500 Penalty: 4379.151367
	Iteration 37Q: 3 clusters Score -925327.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -925445.812500 Penalty: 4379.151367
	Iteration 38Q: 3 clusters Score -925445.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -925516.750000 Penalty: 4379.151367
	Iteration 39Q: 3 clusters Score -925516.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -925569.687500 Penalty: 4379.151367
	Iteration 40F: 3 clusters Score -925569.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -925611.812500 Penalty: 4379.151367
	Iteration 41Q: 3 clusters Score -925611.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -925640.125000 Penalty: 4379.151367
	Iteration 42Q: 3 clusters Score -925640.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -925660.250000 Penalty: 4379.151367
	Iteration 43Q: 3 clusters Score -925660.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -925698.375000 Penalty: 4379.151367
	Iteration 44Q: 3 clusters Score -925698.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -925728.562500 Penalty: 4379.151367
	Iteration 45Q: 3 clusters Score -925728.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -925750.750000 Penalty: 4379.151367
	Iteration 46Q: 3 clusters Score -925750.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -925770.187500 Penalty: 4379.151367
	Iteration 47Q: 3 clusters Score -925770.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -925783.437500 Penalty: 4379.151367
	Iteration 48Q: 3 clusters Score -925783.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -925793.875000 Penalty: 4379.151367
	Iteration 49Q: 3 clusters Score -925793.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -925806.125000 Penalty: 4379.151367
	Iteration 50Q: 3 clusters Score -925806.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -925816.000000 Penalty: 4379.151367
	Iteration 51Q: 3 clusters Score -925816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -925823.375000 Penalty: 4379.151367
	Iteration 52Q: 3 clusters Score -925823.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -925838.375000 Penalty: 4379.151367
	Iteration 53Q: 3 clusters Score -925838.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -925855.500000 Penalty: 4379.151367
	Iteration 54Q: 3 clusters Score -925855.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -925880.187500 Penalty: 4379.151367
	Iteration 55Q: 3 clusters Score -925880.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -925893.375000 Penalty: 4379.151367
	Iteration 56Q: 3 clusters Score -925893.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -925908.000000 Penalty: 4379.151367
	Iteration 57Q: 3 clusters Score -925908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -925933.125000 Penalty: 4379.151367
	Iteration 58Q: 3 clusters Score -925933.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -925958.625000 Penalty: 4379.151367
	Iteration 59Q: 3 clusters Score -925958.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -925984.062500 Penalty: 4379.151367
	Iteration 60F: 3 clusters Score -925984.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -926018.000000 Penalty: 4379.151367
	Iteration 61Q: 3 clusters Score -926018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -926057.500000 Penalty: 4379.151367
	Iteration 62Q: 3 clusters Score -926057.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -926105.812500 Penalty: 4379.151367
	Iteration 63Q: 3 clusters Score -926105.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -926144.937500 Penalty: 4379.151367
	Iteration 64Q: 3 clusters Score -926144.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -926171.250000 Penalty: 4379.151367
	Iteration 65Q: 3 clusters Score -926171.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -926193.312500 Penalty: 4379.151367
	Iteration 66Q: 3 clusters Score -926193.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -926219.375000 Penalty: 4379.151367
	Iteration 67Q: 3 clusters Score -926219.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -926246.125000 Penalty: 4379.151367
	Iteration 68Q: 3 clusters Score -926246.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -926261.562500 Penalty: 4379.151367
	Iteration 69Q: 3 clusters Score -926261.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -926275.000000 Penalty: 4379.151367
	Iteration 70Q: 3 clusters Score -926275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -926281.312500 Penalty: 4379.151367
	Iteration 71Q: 3 clusters Score -926281.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -926288.187500 Penalty: 4379.151367
	Iteration 72Q: 3 clusters Score -926288.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -926295.687500 Penalty: 4379.151367
	Iteration 73Q: 3 clusters Score -926295.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -926299.625000 Penalty: 4379.151367
	Iteration 74Q: 3 clusters Score -926299.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -926304.437500 Penalty: 4379.151367
	Iteration 75Q: 3 clusters Score -926304.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -926307.250000 Penalty: 4379.151367
	Iteration 76Q: 3 clusters Score -926307.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -926306.687500 Penalty: 4379.151367
	Iteration 77Q: 3 clusters Score -926306.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -926311.062500 Penalty: 4379.151367
	Iteration 78Q: 3 clusters Score -926311.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -926312.437500 Penalty: 4379.151367
	Iteration 79Q: 3 clusters Score -926312.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -926315.750000 Penalty: 4379.151367
	Iteration 80F: 3 clusters Score -926315.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -926317.937500 Penalty: 4379.151367
	Iteration 81Q: 3 clusters Score -926317.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -926320.437500 Penalty: 4379.151367
	Iteration 82Q: 3 clusters Score -926320.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -926321.500000 Penalty: 4379.151367
	Iteration 83Q: 3 clusters Score -926321.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -926321.562500 Penalty: 4379.151367
	Iteration 84Q: 3 clusters Score -926321.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -926325.375000 Penalty: 4379.151367
	Iteration 85Q: 3 clusters Score -926325.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -926326.500000 Penalty: 4379.151367
	Iteration 86Q: 3 clusters Score -926326.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -926330.812500 Penalty: 4379.151367
	Iteration 87Q: 3 clusters Score -926330.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -926334.875000 Penalty: 4379.151367
	Iteration 88Q: 3 clusters Score -926334.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -926338.687500 Penalty: 4379.151367
	Iteration 89Q: 3 clusters Score -926338.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -926339.187500 Penalty: 4379.151367
	Iteration 90Q: 3 clusters Score -926339.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -926339.375000 Penalty: 4379.151367
	Iteration 91Q: 3 clusters Score -926339.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -926341.062500 Penalty: 4379.151367
	Iteration 92Q: 3 clusters Score -926341.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -926342.125000 Penalty: 4379.151367
	Iteration 93Q: 3 clusters Score -926342.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -926341.687500 Penalty: 4379.151367
	Iteration 94Q: 3 clusters Score -926341.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -926342.312500 Penalty: 4379.151367
	Iteration 95Q: 3 clusters Score -926342.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -926343.437500 Penalty: 4379.151367
	Iteration 96Q: 3 clusters Score -926343.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -926344.625000 Penalty: 4379.151367
	Iteration 97Q: 3 clusters Score -926344.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -926345.250000 Penalty: 4379.151367
	Iteration 98Q: 3 clusters Score -926345.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -926345.062500 Penalty: 4379.151367
	Iteration 99Q: 3 clusters Score -926345.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -926345.062500 Penalty: 4379.151367
	Iteration 100F: 3 clusters Score -926345.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -181727.937500 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -181727.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -179534.359375 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -179534.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -180369.125000 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -180369.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -181462.000000 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -181462 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -182472.843750 Penalty: 3612.930908
	Iteration 3F: 3 clusters Score -182472.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -182962.171875 Penalty: 3612.930908
	Iteration 4F: 3 clusters Score -182962.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -183465.250000 Penalty: 3612.930908
	Iteration 5F: 3 clusters Score -183465.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -183839.843750 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -183839.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -183900.093750 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -183900.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -183934.609375 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -183934.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -183982.328125 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -183982.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -184037.468750 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -184037.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -184139.359375 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -184139.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -184245.125000 Penalty: 3612.930908
	Iteration 12Q: 3 clusters Score -184245.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -184255.703125 Penalty: 3612.930908
	Iteration 13Q: 3 clusters Score -184255.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -184255.703125 Penalty: 3612.930908
	Iteration 14F: 3 clusters Score -184255.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1252 members 
Mstep: Class 3 contains 6829 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 161801 members 
Mstep: Class 6 contains 192780 members 
Mstep: Class 7 contains 33220 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 10 contains 237466 members 
Mstep: Class 12 contains 154250 members 
Mstep: Class 15 contains 59930 members 
Mstep: Class 17 contains 47640 members 
Mstep: Class 18 contains 12336 members 
Mstep: Class 19 contains 11683 members 
Mstep: Class 20 contains 71579 members 
Mstep: Class 21 contains 2236 members 
Entering Unmasked Estep 
Score: -135746160.000000 Penalty: 54808.906250
Splitting cluster 4 changes total score from -135745072.000000 to -135746160.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 5 (161801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161801 members 
Entering Unmasked Estep 
Score: -22675034.000000 Penalty: 2974.542480
	Iteration 0F: 2 clusters Score -2.267503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 80694 members 
Entering Unmasked Estep 
Score: -22572782.000000 Penalty: 5949.084961
	Iteration 0F: 3 clusters Score -2.257278e+07 nChanged 77384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85271 members 
Mstep: Class 2 contains 76530 members 
Entering Unmasked Estep 
Score: -22617998.000000 Penalty: 5949.084961
	Iteration 1F: 3 clusters Score -2.2618e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87985 members 
Mstep: Class 2 contains 73816 members 
Entering Unmasked Estep 
Score: -22619026.000000 Penalty: 5949.084961
	Iteration 2Q: 3 clusters Score -2.261903e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92382 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -22620570.000000 Penalty: 5949.084961
	Iteration 3Q: 3 clusters Score -2.262057e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98958 members 
Mstep: Class 2 contains 62843 members 
Entering Unmasked Estep 
Score: -22623582.000000 Penalty: 5949.084961
	Iteration 4Q: 3 clusters Score -2.262358e+07 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108417 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -22629274.000000 Penalty: 5949.084961
	Iteration 5F: 3 clusters Score -2.262927e+07 nChanged 13010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121267 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -22638434.000000 Penalty: 5949.084961
	Iteration 6F: 3 clusters Score -2.263843e+07 nChanged 14912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136139 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -22651118.000000 Penalty: 5949.084961
	Iteration 7F: 3 clusters Score -2.265112e+07 nChanged 13018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149137 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -22661900.000000 Penalty: 5949.084961
	Iteration 8F: 3 clusters Score -2.26619e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157018 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -22668636.000000 Penalty: 5949.084961
	Iteration 9Q: 3 clusters Score -2.266864e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160264 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -22671202.000000 Penalty: 5949.084961
	Iteration 10Q: 3 clusters Score -2.26712e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161217 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -22671958.000000 Penalty: 5949.084961
	Iteration 11Q: 3 clusters Score -2.267196e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161448 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -22672174.000000 Penalty: 5949.084961
	Iteration 12Q: 3 clusters Score -2.267217e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161501 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -22672248.000000 Penalty: 5949.084961
	Iteration 13Q: 3 clusters Score -2.267225e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161529 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -22672320.000000 Penalty: 5949.084961
	Iteration 14Q: 3 clusters Score -2.267232e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161534 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22672344.000000 Penalty: 5949.084961
	Iteration 15Q: 3 clusters Score -2.267234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161544 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -22672356.000000 Penalty: 5949.084961
	Iteration 16Q: 3 clusters Score -2.267236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161545 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -22672368.000000 Penalty: 5949.084961
	Iteration 17Q: 3 clusters Score -2.267237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161548 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -22672406.000000 Penalty: 5949.084961
	Iteration 18Q: 3 clusters Score -2.267241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161552 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22672402.000000 Penalty: 5949.084961
	Iteration 19Q: 3 clusters Score -2.26724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161553 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22672400.000000 Penalty: 5949.084961
	Iteration 20F: 3 clusters Score -2.26724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161552 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22672410.000000 Penalty: 5949.084961
	Iteration 21Q: 3 clusters Score -2.267241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161550 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22672404.000000 Penalty: 5949.084961
	Iteration 22Q: 3 clusters Score -2.26724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161550 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22672404.000000 Penalty: 5949.084961
	Iteration 23F: 3 clusters Score -2.26724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (192780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192780 members 
Entering Unmasked Estep 
Score: -26973526.000000 Penalty: 3017.987549
	Iteration 0F: 2 clusters Score -2.697353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96378 members 
Mstep: Class 2 contains 96402 members 
Entering Unmasked Estep 
Score: -26856246.000000 Penalty: 6035.975098
	Iteration 0F: 3 clusters Score -2.685625e+07 nChanged 92293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94499 members 
Mstep: Class 2 contains 98281 members 
Entering Unmasked Estep 
Score: -26909034.000000 Penalty: 6035.975098
	Iteration 1F: 3 clusters Score -2.690903e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93301 members 
Mstep: Class 2 contains 99479 members 
Entering Unmasked Estep 
Score: -26909800.000000 Penalty: 6035.975098
	Iteration 2Q: 3 clusters Score -2.69098e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91419 members 
Mstep: Class 2 contains 101361 members 
Entering Unmasked Estep 
Score: -26910692.000000 Penalty: 6035.975098
	Iteration 3Q: 3 clusters Score -2.691069e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88446 members 
Mstep: Class 2 contains 104334 members 
Entering Unmasked Estep 
Score: -26911896.000000 Penalty: 6035.975098
	Iteration 4Q: 3 clusters Score -2.69119e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84017 members 
Mstep: Class 2 contains 108763 members 
Entering Unmasked Estep 
Score: -26913672.000000 Penalty: 6035.975098
	Iteration 5Q: 3 clusters Score -2.691367e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77362 members 
Mstep: Class 2 contains 115418 members 
Entering Unmasked Estep 
Score: -26916780.000000 Penalty: 6035.975098
	Iteration 6Q: 3 clusters Score -2.691678e+07 nChanged 10580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67664 members 
Mstep: Class 2 contains 125116 members 
Entering Unmasked Estep 
Score: -26921960.000000 Penalty: 6035.975098
	Iteration 7F: 3 clusters Score -2.692196e+07 nChanged 13947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 138643 members 
Entering Unmasked Estep 
Score: -26930388.000000 Penalty: 6035.975098
	Iteration 8F: 3 clusters Score -2.693039e+07 nChanged 17047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 155560 members 
Entering Unmasked Estep 
Score: -26943246.000000 Penalty: 6035.975098
	Iteration 9F: 3 clusters Score -2.694325e+07 nChanged 16984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 172536 members 
Entering Unmasked Estep 
Score: -26956012.000000 Penalty: 6035.975098
	Iteration 10F: 3 clusters Score -2.695601e+07 nChanged 12178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 184710 members 
Entering Unmasked Estep 
Score: -26965108.000000 Penalty: 6035.975098
	Iteration 11F: 3 clusters Score -2.696511e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 190276 members 
Entering Unmasked Estep 
Score: -26969110.000000 Penalty: 6035.975098
	Iteration 12Q: 3 clusters Score -2.696911e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 191938 members 
Entering Unmasked Estep 
Score: -26970170.000000 Penalty: 6035.975098
	Iteration 13Q: 3 clusters Score -2.697017e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 192389 members 
Entering Unmasked Estep 
Score: -26970594.000000 Penalty: 6035.975098
	Iteration 14Q: 3 clusters Score -2.697059e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 192512 members 
Entering Unmasked Estep 
Score: -26970772.000000 Penalty: 6035.975098
	Iteration 15Q: 3 clusters Score -2.697077e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 192545 members 
Entering Unmasked Estep 
Score: -26970804.000000 Penalty: 6035.975098
	Iteration 16Q: 3 clusters Score -2.69708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 192555 members 
Entering Unmasked Estep 
Score: -26970844.000000 Penalty: 6035.975098
	Iteration 17Q: 3 clusters Score -2.697084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 192563 members 
Entering Unmasked Estep 
Score: -26970858.000000 Penalty: 6035.975098
	Iteration 18Q: 3 clusters Score -2.697086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 192566 members 
Entering Unmasked Estep 
Score: -26970858.000000 Penalty: 6035.975098
	Iteration 19Q: 3 clusters Score -2.697086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 192566 members 
Entering Unmasked Estep 
Score: -26970884.000000 Penalty: 6035.975098
	Iteration 20F: 3 clusters Score -2.697088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 192568 members 
Entering Unmasked Estep 
Score: -26970882.000000 Penalty: 6035.975098
	Iteration 21Q: 3 clusters Score -2.697088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 192571 members 
Entering Unmasked Estep 
Score: -26970916.000000 Penalty: 6035.975098
	Iteration 22Q: 3 clusters Score -2.697092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 192574 members 
Entering Unmasked Estep 
Score: -26970922.000000 Penalty: 6035.975098
	Iteration 23Q: 3 clusters Score -2.697092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 192575 members 
Entering Unmasked Estep 
Score: -26970932.000000 Penalty: 6035.975098
	Iteration 24Q: 3 clusters Score -2.697093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 192575 members 
Entering Unmasked Estep 
Score: -26970922.000000 Penalty: 6035.975098
	Iteration 25Q: 3 clusters Score -2.697092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 192575 members 
Entering Unmasked Estep 
Score: -26970922.000000 Penalty: 6035.975098
	Iteration 26F: 3 clusters Score -2.697092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Entering Unmasked Estep 
Score: -4638297.000000 Penalty: 2581.905029
	Iteration 0F: 2 clusters Score -4638297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -4615608.000000 Penalty: 5163.810059
	Iteration 0F: 3 clusters Score -4615608 nChanged 15139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -4623850.000000 Penalty: 5163.810059
	Iteration 1F: 3 clusters Score -4623850 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -4624352.500000 Penalty: 5163.810059
	Iteration 2Q: 3 clusters Score -4624352 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4624864.000000 Penalty: 5163.810059
	Iteration 3Q: 3 clusters Score -4624864 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -4625363.000000 Penalty: 5163.810059
	Iteration 4Q: 3 clusters Score -4625363 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4625872.500000 Penalty: 5163.810059
	Iteration 5Q: 3 clusters Score -4625872 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -4626428.500000 Penalty: 5163.810059
	Iteration 6Q: 3 clusters Score -4626428 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -4627046.500000 Penalty: 5163.810059
	Iteration 7Q: 3 clusters Score -4627046 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -4627887.500000 Penalty: 5163.810059
	Iteration 8Q: 3 clusters Score -4627888 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -4628897.500000 Penalty: 5163.810059
	Iteration 9Q: 3 clusters Score -4628898 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -4630048.500000 Penalty: 5163.810059
	Iteration 10F: 3 clusters Score -4630048 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -4631310.000000 Penalty: 5163.810059
	Iteration 11F: 3 clusters Score -4631310 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -4632500.000000 Penalty: 5163.810059
	Iteration 12Q: 3 clusters Score -4632500 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -4633460.000000 Penalty: 5163.810059
	Iteration 13Q: 3 clusters Score -4633460 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -4634229.000000 Penalty: 5163.810059
	Iteration 14Q: 3 clusters Score -4634229 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -4634734.000000 Penalty: 5163.810059
	Iteration 15Q: 3 clusters Score -4634734 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -4635153.000000 Penalty: 5163.810059
	Iteration 16Q: 3 clusters Score -4635153 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -4635425.000000 Penalty: 5163.810059
	Iteration 17Q: 3 clusters Score -4635425 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -4635599.500000 Penalty: 5163.810059
	Iteration 18Q: 3 clusters Score -4635600 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -4635714.000000 Penalty: 5163.810059
	Iteration 19Q: 3 clusters Score -4635714 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -4635809.000000 Penalty: 5163.810059
	Iteration 20F: 3 clusters Score -4635809 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -4635877.500000 Penalty: 5163.810059
	Iteration 21Q: 3 clusters Score -4635878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -4635933.500000 Penalty: 5163.810059
	Iteration 22Q: 3 clusters Score -4635934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -4635975.500000 Penalty: 5163.810059
	Iteration 23Q: 3 clusters Score -4635976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -4636000.000000 Penalty: 5163.810059
	Iteration 24Q: 3 clusters Score -4636000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -4636029.000000 Penalty: 5163.810059
	Iteration 25Q: 3 clusters Score -4636029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -4636057.500000 Penalty: 5163.810059
	Iteration 26Q: 3 clusters Score -4636058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -4636063.000000 Penalty: 5163.810059
	Iteration 27Q: 3 clusters Score -4636063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -4636074.000000 Penalty: 5163.810059
	Iteration 28Q: 3 clusters Score -4636074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -4636081.000000 Penalty: 5163.810059
	Iteration 29Q: 3 clusters Score -4636081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -4636080.500000 Penalty: 5163.810059
	Iteration 30Q: 3 clusters Score -4636080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -4636082.000000 Penalty: 5163.810059
	Iteration 31Q: 3 clusters Score -4636082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -4636087.500000 Penalty: 5163.810059
	Iteration 32Q: 3 clusters Score -4636088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -4636086.000000 Penalty: 5163.810059
	Iteration 33Q: 3 clusters Score -4636086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -4636091.500000 Penalty: 5163.810059
	Iteration 34Q: 3 clusters Score -4636092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -4636093.000000 Penalty: 5163.810059
	Iteration 35Q: 3 clusters Score -4636093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -4636092.500000 Penalty: 5163.810059
	Iteration 36Q: 3 clusters Score -4636092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -4636096.500000 Penalty: 5163.810059
	Iteration 37Q: 3 clusters Score -4636096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -4636093.000000 Penalty: 5163.810059
	Iteration 38Q: 3 clusters Score -4636093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -4636095.000000 Penalty: 5163.810059
	Iteration 39Q: 3 clusters Score -4636095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -4636098.500000 Penalty: 5163.810059
	Iteration 40F: 3 clusters Score -4636098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -4636099.000000 Penalty: 5163.810059
	Iteration 41Q: 3 clusters Score -4636099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4636101.000000 Penalty: 5163.810059
	Iteration 42Q: 3 clusters Score -4636101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -4636107.500000 Penalty: 5163.810059
	Iteration 43Q: 3 clusters Score -4636108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -4636104.000000 Penalty: 5163.810059
	Iteration 44Q: 3 clusters Score -4636104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -4636104.000000 Penalty: 5163.810059
	Iteration 45F: 3 clusters Score -4636104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (237466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237466 members 
Entering Unmasked Estep 
Score: -32691026.000000 Penalty: 3069.689453
	Iteration 0F: 2 clusters Score -3.269103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118527 members 
Mstep: Class 2 contains 118939 members 
Entering Unmasked Estep 
Score: -32538092.000000 Penalty: 6139.378906
	Iteration 0F: 3 clusters Score -3.253809e+07 nChanged 114562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114451 members 
Mstep: Class 2 contains 123015 members 
Entering Unmasked Estep 
Score: -32605380.000000 Penalty: 6139.378906
	Iteration 1F: 3 clusters Score -3.260538e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112281 members 
Mstep: Class 2 contains 125185 members 
Entering Unmasked Estep 
Score: -32607100.000000 Penalty: 6139.378906
	Iteration 2Q: 3 clusters Score -3.26071e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109137 members 
Mstep: Class 2 contains 128329 members 
Entering Unmasked Estep 
Score: -32609474.000000 Penalty: 6139.378906
	Iteration 3Q: 3 clusters Score -3.260947e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104533 members 
Mstep: Class 2 contains 132933 members 
Entering Unmasked Estep 
Score: -32613080.000000 Penalty: 6139.378906
	Iteration 4Q: 3 clusters Score -3.261308e+07 nChanged 10642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98003 members 
Mstep: Class 2 contains 139463 members 
Entering Unmasked Estep 
Score: -32618310.000000 Penalty: 6139.378906
	Iteration 5Q: 3 clusters Score -3.261831e+07 nChanged 12602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89355 members 
Mstep: Class 2 contains 148111 members 
Entering Unmasked Estep 
Score: -32626366.000000 Penalty: 6139.378906
	Iteration 6F: 3 clusters Score -3.262637e+07 nChanged 14111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79228 members 
Mstep: Class 2 contains 158238 members 
Entering Unmasked Estep 
Score: -32636076.000000 Penalty: 6139.378906
	Iteration 7F: 3 clusters Score -3.263608e+07 nChanged 14533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 168835 members 
Entering Unmasked Estep 
Score: -32646998.000000 Penalty: 6139.378906
	Iteration 8F: 3 clusters Score -3.2647e+07 nChanged 13323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 178260 members 
Entering Unmasked Estep 
Score: -32656550.000000 Penalty: 6139.378906
	Iteration 9F: 3 clusters Score -3.265655e+07 nChanged 11393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 185879 members 
Entering Unmasked Estep 
Score: -32663920.000000 Penalty: 6139.378906
	Iteration 10Q: 3 clusters Score -3.266392e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 191769 members 
Entering Unmasked Estep 
Score: -32668986.000000 Penalty: 6139.378906
	Iteration 11Q: 3 clusters Score -3.266899e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 196643 members 
Entering Unmasked Estep 
Score: -32671838.000000 Penalty: 6139.378906
	Iteration 12Q: 3 clusters Score -3.267184e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 201029 members 
Entering Unmasked Estep 
Score: -32674042.000000 Penalty: 6139.378906
	Iteration 13Q: 3 clusters Score -3.267404e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 205196 members 
Entering Unmasked Estep 
Score: -32676014.000000 Penalty: 6139.378906
	Iteration 14Q: 3 clusters Score -3.267601e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 209252 members 
Entering Unmasked Estep 
Score: -32677868.000000 Penalty: 6139.378906
	Iteration 15Q: 3 clusters Score -3.267787e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 213040 members 
Entering Unmasked Estep 
Score: -32679632.000000 Penalty: 6139.378906
	Iteration 16Q: 3 clusters Score -3.267963e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 216589 members 
Entering Unmasked Estep 
Score: -32681374.000000 Penalty: 6139.378906
	Iteration 17Q: 3 clusters Score -3.268137e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 219877 members 
Entering Unmasked Estep 
Score: -32682956.000000 Penalty: 6139.378906
	Iteration 18Q: 3 clusters Score -3.268296e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 222829 members 
Entering Unmasked Estep 
Score: -32684298.000000 Penalty: 6139.378906
	Iteration 19Q: 3 clusters Score -3.26843e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 225429 members 
Entering Unmasked Estep 
Score: -32685362.000000 Penalty: 6139.378906
	Iteration 20F: 3 clusters Score -3.268536e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 227679 members 
Entering Unmasked Estep 
Score: -32686196.000000 Penalty: 6139.378906
	Iteration 21Q: 3 clusters Score -3.26862e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 229572 members 
Entering Unmasked Estep 
Score: -32686774.000000 Penalty: 6139.378906
	Iteration 22Q: 3 clusters Score -3.268677e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 231145 members 
Entering Unmasked Estep 
Score: -32687176.000000 Penalty: 6139.378906
	Iteration 23Q: 3 clusters Score -3.268718e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 232435 members 
Entering Unmasked Estep 
Score: -32687544.000000 Penalty: 6139.378906
	Iteration 24Q: 3 clusters Score -3.268754e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 233405 members 
Entering Unmasked Estep 
Score: -32687892.000000 Penalty: 6139.378906
	Iteration 25Q: 3 clusters Score -3.268789e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 234147 members 
Entering Unmasked Estep 
Score: -32688138.000000 Penalty: 6139.378906
	Iteration 26Q: 3 clusters Score -3.268814e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 234687 members 
Entering Unmasked Estep 
Score: -32688290.000000 Penalty: 6139.378906
	Iteration 27Q: 3 clusters Score -3.268829e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 235120 members 
Entering Unmasked Estep 
Score: -32688452.000000 Penalty: 6139.378906
	Iteration 28Q: 3 clusters Score -3.268845e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 235415 members 
Entering Unmasked Estep 
Score: -32688458.000000 Penalty: 6139.378906
	Iteration 29Q: 3 clusters Score -3.268846e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 235646 members 
Entering Unmasked Estep 
Score: -32688478.000000 Penalty: 6139.378906
	Iteration 30Q: 3 clusters Score -3.268848e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 235839 members 
Entering Unmasked Estep 
Score: -32688500.000000 Penalty: 6139.378906
	Iteration 31Q: 3 clusters Score -3.26885e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 235986 members 
Entering Unmasked Estep 
Score: -32688566.000000 Penalty: 6139.378906
	Iteration 32Q: 3 clusters Score -3.268857e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 236105 members 
Entering Unmasked Estep 
Score: -32688596.000000 Penalty: 6139.378906
	Iteration 33Q: 3 clusters Score -3.26886e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 236184 members 
Entering Unmasked Estep 
Score: -32688628.000000 Penalty: 6139.378906
	Iteration 34Q: 3 clusters Score -3.268863e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 236257 members 
Entering Unmasked Estep 
Score: -32688596.000000 Penalty: 6139.378906
	Iteration 35Q: 3 clusters Score -3.26886e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 236323 members 
Entering Unmasked Estep 
Score: -32688628.000000 Penalty: 6139.378906
	Iteration 36Q: 3 clusters Score -3.268863e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 236368 members 
Entering Unmasked Estep 
Score: -32688618.000000 Penalty: 6139.378906
	Iteration 37Q: 3 clusters Score -3.268862e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 236407 members 
Entering Unmasked Estep 
Score: -32688632.000000 Penalty: 6139.378906
	Iteration 38Q: 3 clusters Score -3.268863e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 236434 members 
Entering Unmasked Estep 
Score: -32688662.000000 Penalty: 6139.378906
	Iteration 39Q: 3 clusters Score -3.268866e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 236455 members 
Entering Unmasked Estep 
Score: -32688662.000000 Penalty: 6139.378906
	Iteration 40F: 3 clusters Score -3.268866e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 236467 members 
Entering Unmasked Estep 
Score: -32688640.000000 Penalty: 6139.378906
	Iteration 41Q: 3 clusters Score -3.268864e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 236478 members 
Entering Unmasked Estep 
Score: -32688664.000000 Penalty: 6139.378906
	Iteration 42Q: 3 clusters Score -3.268866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 236495 members 
Entering Unmasked Estep 
Score: -32688662.000000 Penalty: 6139.378906
	Iteration 43Q: 3 clusters Score -3.268866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 236504 members 
Entering Unmasked Estep 
Score: -32688668.000000 Penalty: 6139.378906
	Iteration 44Q: 3 clusters Score -3.268867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 236514 members 
Entering Unmasked Estep 
Score: -32688644.000000 Penalty: 6139.378906
	Iteration 45Q: 3 clusters Score -3.268864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 236520 members 
Entering Unmasked Estep 
Score: -32688648.000000 Penalty: 6139.378906
	Iteration 46Q: 3 clusters Score -3.268865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 236528 members 
Entering Unmasked Estep 
Score: -32688648.000000 Penalty: 6139.378906
	Iteration 47Q: 3 clusters Score -3.268865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 236533 members 
Entering Unmasked Estep 
Score: -32688612.000000 Penalty: 6139.378906
	Iteration 48Q: 3 clusters Score -3.268861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 236538 members 
Entering Unmasked Estep 
Score: -32688630.000000 Penalty: 6139.378906
	Iteration 49Q: 3 clusters Score -3.268863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 236551 members 
Entering Unmasked Estep 
Score: -32688632.000000 Penalty: 6139.378906
	Iteration 50Q: 3 clusters Score -3.268863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 236562 members 
Entering Unmasked Estep 
Score: -32688626.000000 Penalty: 6139.378906
	Iteration 51Q: 3 clusters Score -3.268863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 236566 members 
Entering Unmasked Estep 
Score: -32688660.000000 Penalty: 6139.378906
	Iteration 52Q: 3 clusters Score -3.268866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 236576 members 
Entering Unmasked Estep 
Score: -32688656.000000 Penalty: 6139.378906
	Iteration 53Q: 3 clusters Score -3.268866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 236579 members 
Entering Unmasked Estep 
Score: -32688660.000000 Penalty: 6139.378906
	Iteration 54Q: 3 clusters Score -3.268866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 236584 members 
Entering Unmasked Estep 
Score: -32688662.000000 Penalty: 6139.378906
	Iteration 55Q: 3 clusters Score -3.268866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 236590 members 
Entering Unmasked Estep 
Score: -32688690.000000 Penalty: 6139.378906
	Iteration 56Q: 3 clusters Score -3.268869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 236597 members 
Entering Unmasked Estep 
Score: -32688672.000000 Penalty: 6139.378906
	Iteration 57Q: 3 clusters Score -3.268867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 236601 members 
Entering Unmasked Estep 
Score: -32688660.000000 Penalty: 6139.378906
	Iteration 58Q: 3 clusters Score -3.268866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 236605 members 
Entering Unmasked Estep 
Score: -32688672.000000 Penalty: 6139.378906
	Iteration 59Q: 3 clusters Score -3.268867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 236607 members 
Entering Unmasked Estep 
Score: -32688674.000000 Penalty: 6139.378906
	Iteration 60F: 3 clusters Score -3.268867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 236609 members 
Entering Unmasked Estep 
Score: -32688680.000000 Penalty: 6139.378906
	Iteration 61Q: 3 clusters Score -3.268868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 236610 members 
Entering Unmasked Estep 
Score: -32688672.000000 Penalty: 6139.378906
	Iteration 62Q: 3 clusters Score -3.268867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 236611 members 
Entering Unmasked Estep 
Score: -32688694.000000 Penalty: 6139.378906
	Iteration 63Q: 3 clusters Score -3.268869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 236613 members 
Entering Unmasked Estep 
Score: -32688678.000000 Penalty: 6139.378906
	Iteration 64Q: 3 clusters Score -3.268868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 236612 members 
Entering Unmasked Estep 
Score: -32688688.000000 Penalty: 6139.378906
	Iteration 65Q: 3 clusters Score -3.268869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 236613 members 
Entering Unmasked Estep 
Score: -32688674.000000 Penalty: 6139.378906
	Iteration 66Q: 3 clusters Score -3.268867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 236615 members 
Entering Unmasked Estep 
Score: -32688692.000000 Penalty: 6139.378906
	Iteration 67Q: 3 clusters Score -3.268869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 236621 members 
Entering Unmasked Estep 
Score: -32688680.000000 Penalty: 6139.378906
	Iteration 68Q: 3 clusters Score -3.268868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 236627 members 
Entering Unmasked Estep 
Score: -32688680.000000 Penalty: 6139.378906
	Iteration 69Q: 3 clusters Score -3.268868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 236631 members 
Entering Unmasked Estep 
Score: -32688690.000000 Penalty: 6139.378906
	Iteration 70Q: 3 clusters Score -3.268869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 236634 members 
Entering Unmasked Estep 
Score: -32688698.000000 Penalty: 6139.378906
	Iteration 71Q: 3 clusters Score -3.26887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 236634 members 
Entering Unmasked Estep 
Score: -32688698.000000 Penalty: 6139.378906
	Iteration 72F: 3 clusters Score -3.26887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (154250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154250 members 
Entering Unmasked Estep 
Score: -21252380.000000 Penalty: 2962.689941
	Iteration 0F: 2 clusters Score -2.125238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76948 members 
Mstep: Class 2 contains 77302 members 
Entering Unmasked Estep 
Score: -21148880.000000 Penalty: 5925.379883
	Iteration 0F: 3 clusters Score -2.114888e+07 nChanged 73868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 79742 members 
Entering Unmasked Estep 
Score: -21192786.000000 Penalty: 5925.379883
	Iteration 1F: 3 clusters Score -2.119279e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73181 members 
Mstep: Class 2 contains 81069 members 
Entering Unmasked Estep 
Score: -21194822.000000 Penalty: 5925.379883
	Iteration 2Q: 3 clusters Score -2.119482e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71106 members 
Mstep: Class 2 contains 83144 members 
Entering Unmasked Estep 
Score: -21199000.000000 Penalty: 5925.379883
	Iteration 3Q: 3 clusters Score -2.1199e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67797 members 
Mstep: Class 2 contains 86453 members 
Entering Unmasked Estep 
Score: -21205914.000000 Penalty: 5925.379883
	Iteration 4F: 3 clusters Score -2.120591e+07 nChanged 11333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 91490 members 
Entering Unmasked Estep 
Score: -21214868.000000 Penalty: 5925.379883
	Iteration 5F: 3 clusters Score -2.121487e+07 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56524 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
Score: -21225280.000000 Penalty: 5925.379883
	Iteration 6F: 3 clusters Score -2.122528e+07 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 103908 members 
Entering Unmasked Estep 
Score: -21234462.000000 Penalty: 5925.379883
	Iteration 7F: 3 clusters Score -2.123446e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 109023 members 
Entering Unmasked Estep 
Score: -21241186.000000 Penalty: 5925.379883
	Iteration 8F: 3 clusters Score -2.124119e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 113308 members 
Entering Unmasked Estep 
Score: -21246068.000000 Penalty: 5925.379883
	Iteration 9Q: 3 clusters Score -2.124607e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 117021 members 
Entering Unmasked Estep 
Score: -21250054.000000 Penalty: 5925.379883
	Iteration 10Q: 3 clusters Score -2.125005e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 120092 members 
Entering Unmasked Estep 
Score: -21253890.000000 Penalty: 5925.379883
	Iteration 11Q: 3 clusters Score -2.125389e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 122459 members 
Entering Unmasked Estep 
Score: -21256466.000000 Penalty: 5925.379883
	Iteration 12Q: 3 clusters Score -2.125647e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 124268 members 
Entering Unmasked Estep 
Score: -21257892.000000 Penalty: 5925.379883
	Iteration 13Q: 3 clusters Score -2.125789e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 125644 members 
Entering Unmasked Estep 
Score: -21258492.000000 Penalty: 5925.379883
	Iteration 14Q: 3 clusters Score -2.125849e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 126747 members 
Entering Unmasked Estep 
Score: -21258790.000000 Penalty: 5925.379883
	Iteration 15Q: 3 clusters Score -2.125879e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 127610 members 
Entering Unmasked Estep 
Score: -21259082.000000 Penalty: 5925.379883
	Iteration 16Q: 3 clusters Score -2.125908e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 128337 members 
Entering Unmasked Estep 
Score: -21259262.000000 Penalty: 5925.379883
	Iteration 17Q: 3 clusters Score -2.125926e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 128958 members 
Entering Unmasked Estep 
Score: -21259384.000000 Penalty: 5925.379883
	Iteration 18Q: 3 clusters Score -2.125938e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 129508 members 
Entering Unmasked Estep 
Score: -21259416.000000 Penalty: 5925.379883
	Iteration 19Q: 3 clusters Score -2.125942e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 129969 members 
Entering Unmasked Estep 
Score: -21259524.000000 Penalty: 5925.379883
	Iteration 20F: 3 clusters Score -2.125952e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 130386 members 
Entering Unmasked Estep 
Score: -21259548.000000 Penalty: 5925.379883
	Iteration 21Q: 3 clusters Score -2.125955e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 130761 members 
Entering Unmasked Estep 
Score: -21259568.000000 Penalty: 5925.379883
	Iteration 22Q: 3 clusters Score -2.125957e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 131073 members 
Entering Unmasked Estep 
Score: -21259582.000000 Penalty: 5925.379883
	Iteration 23Q: 3 clusters Score -2.125958e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 131365 members 
Entering Unmasked Estep 
Score: -21259688.000000 Penalty: 5925.379883
	Iteration 24Q: 3 clusters Score -2.125969e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 131606 members 
Entering Unmasked Estep 
Score: -21259694.000000 Penalty: 5925.379883
	Iteration 25Q: 3 clusters Score -2.125969e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 131802 members 
Entering Unmasked Estep 
Score: -21259704.000000 Penalty: 5925.379883
	Iteration 26Q: 3 clusters Score -2.12597e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 131954 members 
Entering Unmasked Estep 
Score: -21259718.000000 Penalty: 5925.379883
	Iteration 27Q: 3 clusters Score -2.125972e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 132107 members 
Entering Unmasked Estep 
Score: -21259722.000000 Penalty: 5925.379883
	Iteration 28Q: 3 clusters Score -2.125972e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 132235 members 
Entering Unmasked Estep 
Score: -21259754.000000 Penalty: 5925.379883
	Iteration 29Q: 3 clusters Score -2.125975e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 132346 members 
Entering Unmasked Estep 
Score: -21259742.000000 Penalty: 5925.379883
	Iteration 30Q: 3 clusters Score -2.125974e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 132449 members 
Entering Unmasked Estep 
Score: -21259720.000000 Penalty: 5925.379883
	Iteration 31Q: 3 clusters Score -2.125972e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 132526 members 
Entering Unmasked Estep 
Score: -21259714.000000 Penalty: 5925.379883
	Iteration 32Q: 3 clusters Score -2.125971e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 132596 members 
Entering Unmasked Estep 
Score: -21259744.000000 Penalty: 5925.379883
	Iteration 33Q: 3 clusters Score -2.125974e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 132652 members 
Entering Unmasked Estep 
Score: -21259742.000000 Penalty: 5925.379883
	Iteration 34Q: 3 clusters Score -2.125974e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 132700 members 
Entering Unmasked Estep 
Score: -21259738.000000 Penalty: 5925.379883
	Iteration 35Q: 3 clusters Score -2.125974e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 132739 members 
Entering Unmasked Estep 
Score: -21259750.000000 Penalty: 5925.379883
	Iteration 36Q: 3 clusters Score -2.125975e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 132768 members 
Entering Unmasked Estep 
Score: -21259752.000000 Penalty: 5925.379883
	Iteration 37Q: 3 clusters Score -2.125975e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 132795 members 
Entering Unmasked Estep 
Score: -21259742.000000 Penalty: 5925.379883
	Iteration 38Q: 3 clusters Score -2.125974e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 132824 members 
Entering Unmasked Estep 
Score: -21259734.000000 Penalty: 5925.379883
	Iteration 39Q: 3 clusters Score -2.125973e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 132856 members 
Entering Unmasked Estep 
Score: -21259746.000000 Penalty: 5925.379883
	Iteration 40F: 3 clusters Score -2.125975e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 132875 members 
Entering Unmasked Estep 
Score: -21259752.000000 Penalty: 5925.379883
	Iteration 41Q: 3 clusters Score -2.125975e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 132890 members 
Entering Unmasked Estep 
Score: -21259758.000000 Penalty: 5925.379883
	Iteration 42Q: 3 clusters Score -2.125976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 132903 members 
Entering Unmasked Estep 
Score: -21259748.000000 Penalty: 5925.379883
	Iteration 43Q: 3 clusters Score -2.125975e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 132922 members 
Entering Unmasked Estep 
Score: -21259740.000000 Penalty: 5925.379883
	Iteration 44Q: 3 clusters Score -2.125974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 132936 members 
Entering Unmasked Estep 
Score: -21259740.000000 Penalty: 5925.379883
	Iteration 45Q: 3 clusters Score -2.125974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 132947 members 
Entering Unmasked Estep 
Score: -21259712.000000 Penalty: 5925.379883
	Iteration 46Q: 3 clusters Score -2.125971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 132952 members 
Entering Unmasked Estep 
Score: -21259724.000000 Penalty: 5925.379883
	Iteration 47Q: 3 clusters Score -2.125972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 132957 members 
Entering Unmasked Estep 
Score: -21259724.000000 Penalty: 5925.379883
	Iteration 48Q: 3 clusters Score -2.125972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 132967 members 
Entering Unmasked Estep 
Score: -21259728.000000 Penalty: 5925.379883
	Iteration 49Q: 3 clusters Score -2.125973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 132975 members 
Entering Unmasked Estep 
Score: -21259730.000000 Penalty: 5925.379883
	Iteration 50Q: 3 clusters Score -2.125973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 132981 members 
Entering Unmasked Estep 
Score: -21259726.000000 Penalty: 5925.379883
	Iteration 51Q: 3 clusters Score -2.125973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 132989 members 
Entering Unmasked Estep 
Score: -21259740.000000 Penalty: 5925.379883
	Iteration 52Q: 3 clusters Score -2.125974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 132993 members 
Entering Unmasked Estep 
Score: -21259740.000000 Penalty: 5925.379883
	Iteration 53Q: 3 clusters Score -2.125974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 132995 members 
Entering Unmasked Estep 
Score: -21259726.000000 Penalty: 5925.379883
	Iteration 54Q: 3 clusters Score -2.125973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 132998 members 
Entering Unmasked Estep 
Score: -21259730.000000 Penalty: 5925.379883
	Iteration 55Q: 3 clusters Score -2.125973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 133000 members 
Entering Unmasked Estep 
Score: -21259736.000000 Penalty: 5925.379883
	Iteration 56Q: 3 clusters Score -2.125974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 133002 members 
Entering Unmasked Estep 
Score: -21259740.000000 Penalty: 5925.379883
	Iteration 57Q: 3 clusters Score -2.125974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 133004 members 
Entering Unmasked Estep 
Score: -21259748.000000 Penalty: 5925.379883
	Iteration 58Q: 3 clusters Score -2.125975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 133004 members 
Entering Unmasked Estep 
Score: -21259748.000000 Penalty: 5925.379883
	Iteration 59F: 3 clusters Score -2.125975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1252 members 
Mstep: Class 3 contains 6829 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 161801 members 
Mstep: Class 6 contains 192780 members 
Mstep: Class 7 contains 33220 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 133004 members 
Mstep: Class 10 contains 237466 members 
Mstep: Class 12 contains 21246 members 
Mstep: Class 15 contains 59930 members 
Mstep: Class 17 contains 47640 members 
Mstep: Class 18 contains 12336 members 
Mstep: Class 19 contains 11683 members 
Mstep: Class 20 contains 71579 members 
Mstep: Class 21 contains 2236 members 
Entering Unmasked Estep 
Score: -135753136.000000 Penalty: 58234.464844
Splitting cluster 12 changes total score from -135745072.000000 to -135753136.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 15 (59930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59930 members 
Entering Unmasked Estep 
Score: -8029196.000000 Penalty: 2728.231201
	Iteration 0F: 2 clusters Score -8029196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -7988863.500000 Penalty: 5456.462402
	Iteration 0F: 3 clusters Score -7988864 nChanged 27931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -8004650.500000 Penalty: 5456.462402
	Iteration 1F: 3 clusters Score -8004650 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -8006131.500000 Penalty: 5456.462402
	Iteration 2Q: 3 clusters Score -8006132 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -8008934.500000 Penalty: 5456.462402
	Iteration 3F: 3 clusters Score -8008934 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -8013645.500000 Penalty: 5456.462402
	Iteration 4F: 3 clusters Score -8013646 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -8019757.000000 Penalty: 5456.462402
	Iteration 5F: 3 clusters Score -8019757 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -8024737.500000 Penalty: 5456.462402
	Iteration 6F: 3 clusters Score -8024738 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -8027783.500000 Penalty: 5456.462402
	Iteration 7F: 3 clusters Score -8027784 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -8029445.500000 Penalty: 5456.462402
	Iteration 8Q: 3 clusters Score -8029446 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -8030464.500000 Penalty: 5456.462402
	Iteration 9Q: 3 clusters Score -8030464 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -8031105.000000 Penalty: 5456.462402
	Iteration 10Q: 3 clusters Score -8031105 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -8031511.000000 Penalty: 5456.462402
	Iteration 11Q: 3 clusters Score -8031511 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -8031809.000000 Penalty: 5456.462402
	Iteration 12Q: 3 clusters Score -8031809 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 55608 members 
Entering Unmasked Estep 
Score: -8032043.500000 Penalty: 5456.462402
	Iteration 13Q: 3 clusters Score -8032044 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -8032211.000000 Penalty: 5456.462402
	Iteration 14Q: 3 clusters Score -8032211 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -8032336.500000 Penalty: 5456.462402
	Iteration 15Q: 3 clusters Score -8032336 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 56461 members 
Entering Unmasked Estep 
Score: -8032466.000000 Penalty: 5456.462402
	Iteration 16Q: 3 clusters Score -8032466 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 56638 members 
Entering Unmasked Estep 
Score: -8032576.500000 Penalty: 5456.462402
	Iteration 17Q: 3 clusters Score -8032576 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -8032643.000000 Penalty: 5456.462402
	Iteration 18Q: 3 clusters Score -8032643 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -8032686.000000 Penalty: 5456.462402
	Iteration 19Q: 3 clusters Score -8032686 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -8032717.500000 Penalty: 5456.462402
	Iteration 20F: 3 clusters Score -8032718 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 56958 members 
Entering Unmasked Estep 
Score: -8032747.000000 Penalty: 5456.462402
	Iteration 21Q: 3 clusters Score -8032747 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -8032741.500000 Penalty: 5456.462402
	Iteration 22Q: 3 clusters Score -8032742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -8032761.000000 Penalty: 5456.462402
	Iteration 23Q: 3 clusters Score -8032761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -8032772.500000 Penalty: 5456.462402
	Iteration 24Q: 3 clusters Score -8032772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 57047 members 
Entering Unmasked Estep 
Score: -8032768.000000 Penalty: 5456.462402
	Iteration 25Q: 3 clusters Score -8032768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -8032779.500000 Penalty: 5456.462402
	Iteration 26Q: 3 clusters Score -8032780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -8032795.500000 Penalty: 5456.462402
	Iteration 27Q: 3 clusters Score -8032796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -8032796.000000 Penalty: 5456.462402
	Iteration 28Q: 3 clusters Score -8032796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -8032790.000000 Penalty: 5456.462402
	Iteration 29Q: 3 clusters Score -8032790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -8032802.000000 Penalty: 5456.462402
	Iteration 30Q: 3 clusters Score -8032802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -8032806.500000 Penalty: 5456.462402
	Iteration 31Q: 3 clusters Score -8032806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 57088 members 
Entering Unmasked Estep 
Score: -8032803.000000 Penalty: 5456.462402
	Iteration 32Q: 3 clusters Score -8032803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -8032801.500000 Penalty: 5456.462402
	Iteration 33Q: 3 clusters Score -8032802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -8032809.500000 Penalty: 5456.462402
	Iteration 34Q: 3 clusters Score -8032810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -8032813.500000 Penalty: 5456.462402
	Iteration 35Q: 3 clusters Score -8032814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 57088 members 
Entering Unmasked Estep 
Score: -8032816.000000 Penalty: 5456.462402
	Iteration 36Q: 3 clusters Score -8032816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -8032816.000000 Penalty: 5456.462402
	Iteration 37Q: 3 clusters Score -8032816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -8032813.000000 Penalty: 5456.462402
	Iteration 38Q: 3 clusters Score -8032813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -8032813.000000 Penalty: 5456.462402
	Iteration 39F: 3 clusters Score -8032813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1252 members 
Mstep: Class 3 contains 6829 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 161801 members 
Mstep: Class 6 contains 192780 members 
Mstep: Class 7 contains 33220 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 133004 members 
Mstep: Class 10 contains 237466 members 
Mstep: Class 11 contains 57089 members 
Mstep: Class 12 contains 21246 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 17 contains 47640 members 
Mstep: Class 18 contains 12336 members 
Mstep: Class 19 contains 11683 members 
Mstep: Class 20 contains 71579 members 
Mstep: Class 21 contains 2236 members 
Entering Unmasked Estep 
Score: -135756272.000000 Penalty: 61660.023438
Splitting cluster 15 changes total score from -135745072.000000 to -135756272.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 17 (47640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Entering Unmasked Estep 
Score: -6436051.500000 Penalty: 2671.314209
	Iteration 0F: 2 clusters Score -6436052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -6403736.000000 Penalty: 5342.628418
	Iteration 0F: 3 clusters Score -6403736 nChanged 22020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -6416228.500000 Penalty: 5342.628418
	Iteration 1F: 3 clusters Score -6416228 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -6417014.000000 Penalty: 5342.628418
	Iteration 2Q: 3 clusters Score -6417014 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -6417922.000000 Penalty: 5342.628418
	Iteration 3Q: 3 clusters Score -6417922 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -6419003.500000 Penalty: 5342.628418
	Iteration 4Q: 3 clusters Score -6419004 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -6420364.500000 Penalty: 5342.628418
	Iteration 5F: 3 clusters Score -6420364 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -6422001.000000 Penalty: 5342.628418
	Iteration 6F: 3 clusters Score -6422001 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -6423838.500000 Penalty: 5342.628418
	Iteration 7F: 3 clusters Score -6423838 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -6425589.500000 Penalty: 5342.628418
	Iteration 8F: 3 clusters Score -6425590 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -6427462.500000 Penalty: 5342.628418
	Iteration 9F: 3 clusters Score -6427462 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -6429271.500000 Penalty: 5342.628418
	Iteration 10Q: 3 clusters Score -6429272 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -6430721.000000 Penalty: 5342.628418
	Iteration 11Q: 3 clusters Score -6430721 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -6431647.000000 Penalty: 5342.628418
	Iteration 12Q: 3 clusters Score -6431647 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -6432200.000000 Penalty: 5342.628418
	Iteration 13Q: 3 clusters Score -6432200 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -6432570.000000 Penalty: 5342.628418
	Iteration 14Q: 3 clusters Score -6432570 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -6432849.500000 Penalty: 5342.628418
	Iteration 15Q: 3 clusters Score -6432850 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -6433109.000000 Penalty: 5342.628418
	Iteration 16Q: 3 clusters Score -6433109 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6433279.000000 Penalty: 5342.628418
	Iteration 17Q: 3 clusters Score -6433279 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -6433387.500000 Penalty: 5342.628418
	Iteration 18Q: 3 clusters Score -6433388 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6433461.000000 Penalty: 5342.628418
	Iteration 19Q: 3 clusters Score -6433461 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -6433541.000000 Penalty: 5342.628418
	Iteration 20F: 3 clusters Score -6433541 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6433612.500000 Penalty: 5342.628418
	Iteration 21Q: 3 clusters Score -6433612 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6433708.500000 Penalty: 5342.628418
	Iteration 22Q: 3 clusters Score -6433708 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6433821.000000 Penalty: 5342.628418
	Iteration 23Q: 3 clusters Score -6433821 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6433900.000000 Penalty: 5342.628418
	Iteration 24Q: 3 clusters Score -6433900 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6433962.500000 Penalty: 5342.628418
	Iteration 25Q: 3 clusters Score -6433962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6434006.000000 Penalty: 5342.628418
	Iteration 26Q: 3 clusters Score -6434006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6434027.500000 Penalty: 5342.628418
	Iteration 27Q: 3 clusters Score -6434028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6434026.500000 Penalty: 5342.628418
	Iteration 28Q: 3 clusters Score -6434026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6434041.000000 Penalty: 5342.628418
	Iteration 29Q: 3 clusters Score -6434041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6434028.500000 Penalty: 5342.628418
	Iteration 30Q: 3 clusters Score -6434028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6434030.500000 Penalty: 5342.628418
	Iteration 31Q: 3 clusters Score -6434030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6434033.000000 Penalty: 5342.628418
	Iteration 32Q: 3 clusters Score -6434033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6434033.500000 Penalty: 5342.628418
	Iteration 33Q: 3 clusters Score -6434034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6434035.500000 Penalty: 5342.628418
	Iteration 34Q: 3 clusters Score -6434036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6434036.500000 Penalty: 5342.628418
	Iteration 35Q: 3 clusters Score -6434036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6434036.500000 Penalty: 5342.628418
	Iteration 36F: 3 clusters Score -6434036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Entering Unmasked Estep 
Score: -1736385.500000 Penalty: 2336.228516
	Iteration 0F: 2 clusters Score -1736386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1727336.375000 Penalty: 4672.457031
	Iteration 0F: 3 clusters Score -1727336 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1730121.875000 Penalty: 4672.457031
	Iteration 1F: 3 clusters Score -1730122 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1730464.125000 Penalty: 4672.457031
	Iteration 2F: 3 clusters Score -1730464 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1730718.875000 Penalty: 4672.457031
	Iteration 3Q: 3 clusters Score -1730719 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1730925.250000 Penalty: 4672.457031
	Iteration 4Q: 3 clusters Score -1730925 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1731103.500000 Penalty: 4672.457031
	Iteration 5Q: 3 clusters Score -1731104 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1731283.250000 Penalty: 4672.457031
	Iteration 6Q: 3 clusters Score -1731283 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1731470.000000 Penalty: 4672.457031
	Iteration 7Q: 3 clusters Score -1731470 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1731691.625000 Penalty: 4672.457031
	Iteration 8Q: 3 clusters Score -1731692 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1731920.000000 Penalty: 4672.457031
	Iteration 9Q: 3 clusters Score -1731920 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1732135.000000 Penalty: 4672.457031
	Iteration 10Q: 3 clusters Score -1732135 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1732341.375000 Penalty: 4672.457031
	Iteration 11Q: 3 clusters Score -1732341 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1732566.000000 Penalty: 4672.457031
	Iteration 12Q: 3 clusters Score -1732566 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1732776.500000 Penalty: 4672.457031
	Iteration 13Q: 3 clusters Score -1732776 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1732992.500000 Penalty: 4672.457031
	Iteration 14Q: 3 clusters Score -1732992 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1733216.875000 Penalty: 4672.457031
	Iteration 15Q: 3 clusters Score -1733217 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1733424.750000 Penalty: 4672.457031
	Iteration 16Q: 3 clusters Score -1733425 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1733593.375000 Penalty: 4672.457031
	Iteration 17Q: 3 clusters Score -1733593 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1733733.625000 Penalty: 4672.457031
	Iteration 18Q: 3 clusters Score -1733734 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1733837.375000 Penalty: 4672.457031
	Iteration 19Q: 3 clusters Score -1733837 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1733936.875000 Penalty: 4672.457031
	Iteration 20F: 3 clusters Score -1733937 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1734027.875000 Penalty: 4672.457031
	Iteration 21Q: 3 clusters Score -1734028 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1734107.000000 Penalty: 4672.457031
	Iteration 22Q: 3 clusters Score -1734107 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1734157.000000 Penalty: 4672.457031
	Iteration 23Q: 3 clusters Score -1734157 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1734194.250000 Penalty: 4672.457031
	Iteration 24Q: 3 clusters Score -1734194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1734224.125000 Penalty: 4672.457031
	Iteration 25Q: 3 clusters Score -1734224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1734254.875000 Penalty: 4672.457031
	Iteration 26Q: 3 clusters Score -1734255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1734277.250000 Penalty: 4672.457031
	Iteration 27Q: 3 clusters Score -1734277 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1734291.500000 Penalty: 4672.457031
	Iteration 28Q: 3 clusters Score -1734292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1734304.875000 Penalty: 4672.457031
	Iteration 29Q: 3 clusters Score -1734305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1734315.875000 Penalty: 4672.457031
	Iteration 30Q: 3 clusters Score -1734316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1734323.375000 Penalty: 4672.457031
	Iteration 31Q: 3 clusters Score -1734323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1734326.125000 Penalty: 4672.457031
	Iteration 32Q: 3 clusters Score -1734326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1734326.375000 Penalty: 4672.457031
	Iteration 33Q: 3 clusters Score -1734326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1734329.125000 Penalty: 4672.457031
	Iteration 34Q: 3 clusters Score -1734329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1734331.000000 Penalty: 4672.457031
	Iteration 35Q: 3 clusters Score -1734331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1734331.375000 Penalty: 4672.457031
	Iteration 36Q: 3 clusters Score -1734331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1734333.375000 Penalty: 4672.457031
	Iteration 37Q: 3 clusters Score -1734333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1734335.625000 Penalty: 4672.457031
	Iteration 38Q: 3 clusters Score -1734336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1734339.250000 Penalty: 4672.457031
	Iteration 39Q: 3 clusters Score -1734339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1734340.250000 Penalty: 4672.457031
	Iteration 40F: 3 clusters Score -1734340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1734342.250000 Penalty: 4672.457031
	Iteration 41Q: 3 clusters Score -1734342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1734342.250000 Penalty: 4672.457031
	Iteration 42F: 3 clusters Score -1734342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Entering Unmasked Estep 
Score: -1541594.000000 Penalty: 2322.740723
	Iteration 0F: 2 clusters Score -1541594 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 5796 members 
Entering Unmasked Estep 
Score: -1532861.875000 Penalty: 4645.481445
	Iteration 0F: 3 clusters Score -1532862 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1535628.125000 Penalty: 4645.481445
	Iteration 1F: 3 clusters Score -1535628 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1536172.500000 Penalty: 4645.481445
	Iteration 2F: 3 clusters Score -1536172 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1536823.750000 Penalty: 4645.481445
	Iteration 3F: 3 clusters Score -1536824 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1537610.500000 Penalty: 4645.481445
	Iteration 4F: 3 clusters Score -1537610 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1538282.875000 Penalty: 4645.481445
	Iteration 5F: 3 clusters Score -1538283 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1538806.625000 Penalty: 4645.481445
	Iteration 6F: 3 clusters Score -1538807 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1539154.250000 Penalty: 4645.481445
	Iteration 7Q: 3 clusters Score -1539154 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1539415.375000 Penalty: 4645.481445
	Iteration 8Q: 3 clusters Score -1539415 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1539567.000000 Penalty: 4645.481445
	Iteration 9Q: 3 clusters Score -1539567 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1539654.500000 Penalty: 4645.481445
	Iteration 10Q: 3 clusters Score -1539654 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1539712.625000 Penalty: 4645.481445
	Iteration 11Q: 3 clusters Score -1539713 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1539752.375000 Penalty: 4645.481445
	Iteration 12Q: 3 clusters Score -1539752 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1539778.250000 Penalty: 4645.481445
	Iteration 13Q: 3 clusters Score -1539778 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1539794.500000 Penalty: 4645.481445
	Iteration 14Q: 3 clusters Score -1539794 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1539811.625000 Penalty: 4645.481445
	Iteration 15Q: 3 clusters Score -1539812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1539815.625000 Penalty: 4645.481445
	Iteration 16Q: 3 clusters Score -1539816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1539819.875000 Penalty: 4645.481445
	Iteration 17Q: 3 clusters Score -1539820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1539833.875000 Penalty: 4645.481445
	Iteration 18Q: 3 clusters Score -1539834 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1539848.500000 Penalty: 4645.481445
	Iteration 19Q: 3 clusters Score -1539848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1539857.875000 Penalty: 4645.481445
	Iteration 20F: 3 clusters Score -1539858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1539869.375000 Penalty: 4645.481445
	Iteration 21Q: 3 clusters Score -1539869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1539880.500000 Penalty: 4645.481445
	Iteration 22Q: 3 clusters Score -1539880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1539889.250000 Penalty: 4645.481445
	Iteration 23Q: 3 clusters Score -1539889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1539896.875000 Penalty: 4645.481445
	Iteration 24Q: 3 clusters Score -1539897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1539900.375000 Penalty: 4645.481445
	Iteration 25Q: 3 clusters Score -1539900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1539910.625000 Penalty: 4645.481445
	Iteration 26Q: 3 clusters Score -1539911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1539919.125000 Penalty: 4645.481445
	Iteration 27Q: 3 clusters Score -1539919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1539919.375000 Penalty: 4645.481445
	Iteration 28Q: 3 clusters Score -1539919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1539922.500000 Penalty: 4645.481445
	Iteration 29Q: 3 clusters Score -1539922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1539926.625000 Penalty: 4645.481445
	Iteration 30Q: 3 clusters Score -1539927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1539926.250000 Penalty: 4645.481445
	Iteration 31Q: 3 clusters Score -1539926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1539925.500000 Penalty: 4645.481445
	Iteration 32Q: 3 clusters Score -1539926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1539930.500000 Penalty: 4645.481445
	Iteration 33Q: 3 clusters Score -1539930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1539933.625000 Penalty: 4645.481445
	Iteration 34Q: 3 clusters Score -1539934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1539939.250000 Penalty: 4645.481445
	Iteration 35Q: 3 clusters Score -1539939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1539948.250000 Penalty: 4645.481445
	Iteration 36Q: 3 clusters Score -1539948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1539953.875000 Penalty: 4645.481445
	Iteration 37Q: 3 clusters Score -1539954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1539952.625000 Penalty: 4645.481445
	Iteration 38Q: 3 clusters Score -1539953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1539953.750000 Penalty: 4645.481445
	Iteration 39Q: 3 clusters Score -1539954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1539953.750000 Penalty: 4645.481445
	Iteration 40F: 3 clusters Score -1539954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1539954.375000 Penalty: 4645.481445
	Iteration 41Q: 3 clusters Score -1539954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1539957.250000 Penalty: 4645.481445
	Iteration 42Q: 3 clusters Score -1539957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1539956.250000 Penalty: 4645.481445
	Iteration 43Q: 3 clusters Score -1539956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1539957.625000 Penalty: 4645.481445
	Iteration 44Q: 3 clusters Score -1539958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1539959.125000 Penalty: 4645.481445
	Iteration 45Q: 3 clusters Score -1539959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1539957.250000 Penalty: 4645.481445
	Iteration 46Q: 3 clusters Score -1539957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1539959.125000 Penalty: 4645.481445
	Iteration 47Q: 3 clusters Score -1539959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1539958.000000 Penalty: 4645.481445
	Iteration 48Q: 3 clusters Score -1539958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1539962.250000 Penalty: 4645.481445
	Iteration 49Q: 3 clusters Score -1539962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1539960.875000 Penalty: 4645.481445
	Iteration 50Q: 3 clusters Score -1539961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1539959.000000 Penalty: 4645.481445
	Iteration 51Q: 3 clusters Score -1539959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1539956.875000 Penalty: 4645.481445
	Iteration 52Q: 3 clusters Score -1539957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1539958.375000 Penalty: 4645.481445
	Iteration 53Q: 3 clusters Score -1539958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1539962.625000 Penalty: 4645.481445
	Iteration 54Q: 3 clusters Score -1539963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1539962.625000 Penalty: 4645.481445
	Iteration 55F: 3 clusters Score -1539963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (71579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71579 members 
Entering Unmasked Estep 
Score: -9940977.000000 Penalty: 2772.282227
	Iteration 0F: 2 clusters Score -9940977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -9893042.000000 Penalty: 5544.564453
	Iteration 0F: 3 clusters Score -9893042 nChanged 33348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -9911660.000000 Penalty: 5544.564453
	Iteration 1F: 3 clusters Score -9911660 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -9912175.000000 Penalty: 5544.564453
	Iteration 2Q: 3 clusters Score -9912175 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -9912673.000000 Penalty: 5544.564453
	Iteration 3Q: 3 clusters Score -9912673 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -9913244.000000 Penalty: 5544.564453
	Iteration 4Q: 3 clusters Score -9913244 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -9913895.000000 Penalty: 5544.564453
	Iteration 5Q: 3 clusters Score -9913895 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -9914821.000000 Penalty: 5544.564453
	Iteration 6Q: 3 clusters Score -9914821 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -9916282.000000 Penalty: 5544.564453
	Iteration 7Q: 3 clusters Score -9916282 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -9918924.000000 Penalty: 5544.564453
	Iteration 8F: 3 clusters Score -9918924 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -9923201.000000 Penalty: 5544.564453
	Iteration 9F: 3 clusters Score -9923201 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -9928931.000000 Penalty: 5544.564453
	Iteration 10F: 3 clusters Score -9928931 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -9934209.000000 Penalty: 5544.564453
	Iteration 11F: 3 clusters Score -9934209 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 69272 members 
Entering Unmasked Estep 
Score: -9937011.000000 Penalty: 5544.564453
	Iteration 12Q: 3 clusters Score -9937011 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 70389 members 
Entering Unmasked Estep 
Score: -9938167.000000 Penalty: 5544.564453
	Iteration 13Q: 3 clusters Score -9938167 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -9938700.000000 Penalty: 5544.564453
	Iteration 14Q: 3 clusters Score -9938700 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -9939007.000000 Penalty: 5544.564453
	Iteration 15Q: 3 clusters Score -9939007 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 70738 members 
Entering Unmasked Estep 
Score: -9939231.000000 Penalty: 5544.564453
	Iteration 16Q: 3 clusters Score -9939231 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 70685 members 
Entering Unmasked Estep 
Score: -9939386.000000 Penalty: 5544.564453
	Iteration 17Q: 3 clusters Score -9939386 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -9939497.000000 Penalty: 5544.564453
	Iteration 18Q: 3 clusters Score -9939497 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 70524 members 
Entering Unmasked Estep 
Score: -9939611.000000 Penalty: 5544.564453
	Iteration 19Q: 3 clusters Score -9939611 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 70448 members 
Entering Unmasked Estep 
Score: -9939702.000000 Penalty: 5544.564453
	Iteration 20F: 3 clusters Score -9939702 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 70370 members 
Entering Unmasked Estep 
Score: -9939723.000000 Penalty: 5544.564453
	Iteration 21Q: 3 clusters Score -9939723 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 70298 members 
Entering Unmasked Estep 
Score: -9939789.000000 Penalty: 5544.564453
	Iteration 22Q: 3 clusters Score -9939789 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 70240 members 
Entering Unmasked Estep 
Score: -9939809.000000 Penalty: 5544.564453
	Iteration 23Q: 3 clusters Score -9939809 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 70194 members 
Entering Unmasked Estep 
Score: -9939845.000000 Penalty: 5544.564453
	Iteration 24Q: 3 clusters Score -9939845 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 70156 members 
Entering Unmasked Estep 
Score: -9939876.000000 Penalty: 5544.564453
	Iteration 25Q: 3 clusters Score -9939876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 70110 members 
Entering Unmasked Estep 
Score: -9939914.000000 Penalty: 5544.564453
	Iteration 26Q: 3 clusters Score -9939914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 70066 members 
Entering Unmasked Estep 
Score: -9939942.000000 Penalty: 5544.564453
	Iteration 27Q: 3 clusters Score -9939942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 70026 members 
Entering Unmasked Estep 
Score: -9939967.000000 Penalty: 5544.564453
	Iteration 28Q: 3 clusters Score -9939967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -9939965.000000 Penalty: 5544.564453
	Iteration 29Q: 3 clusters Score -9939965 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -9939972.000000 Penalty: 5544.564453
	Iteration 30Q: 3 clusters Score -9939972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -9939986.000000 Penalty: 5544.564453
	Iteration 31Q: 3 clusters Score -9939986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 69879 members 
Entering Unmasked Estep 
Score: -9939989.000000 Penalty: 5544.564453
	Iteration 32Q: 3 clusters Score -9939989 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
Score: -9940008.000000 Penalty: 5544.564453
	Iteration 33Q: 3 clusters Score -9940008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 69792 members 
Entering Unmasked Estep 
Score: -9940022.000000 Penalty: 5544.564453
	Iteration 34Q: 3 clusters Score -9940022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 69756 members 
Entering Unmasked Estep 
Score: -9940051.000000 Penalty: 5544.564453
	Iteration 35Q: 3 clusters Score -9940051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 69718 members 
Entering Unmasked Estep 
Score: -9940060.000000 Penalty: 5544.564453
	Iteration 36Q: 3 clusters Score -9940060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 69695 members 
Entering Unmasked Estep 
Score: -9940077.000000 Penalty: 5544.564453
	Iteration 37Q: 3 clusters Score -9940077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 69671 members 
Entering Unmasked Estep 
Score: -9940094.000000 Penalty: 5544.564453
	Iteration 38Q: 3 clusters Score -9940094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
Score: -9940095.000000 Penalty: 5544.564453
	Iteration 39Q: 3 clusters Score -9940095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 69625 members 
Entering Unmasked Estep 
Score: -9940095.000000 Penalty: 5544.564453
	Iteration 40F: 3 clusters Score -9940095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
Score: -9940109.000000 Penalty: 5544.564453
	Iteration 41Q: 3 clusters Score -9940109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 69580 members 
Entering Unmasked Estep 
Score: -9940111.000000 Penalty: 5544.564453
	Iteration 42Q: 3 clusters Score -9940111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 69560 members 
Entering Unmasked Estep 
Score: -9940118.000000 Penalty: 5544.564453
	Iteration 43Q: 3 clusters Score -9940118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 69545 members 
Entering Unmasked Estep 
Score: -9940111.000000 Penalty: 5544.564453
	Iteration 44Q: 3 clusters Score -9940111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 69532 members 
Entering Unmasked Estep 
Score: -9940129.000000 Penalty: 5544.564453
	Iteration 45Q: 3 clusters Score -9940129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 69520 members 
Entering Unmasked Estep 
Score: -9940133.000000 Penalty: 5544.564453
	Iteration 46Q: 3 clusters Score -9940133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 69508 members 
Entering Unmasked Estep 
Score: -9940135.000000 Penalty: 5544.564453
	Iteration 47Q: 3 clusters Score -9940135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 69500 members 
Entering Unmasked Estep 
Score: -9940136.000000 Penalty: 5544.564453
	Iteration 48Q: 3 clusters Score -9940136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -9940139.000000 Penalty: 5544.564453
	Iteration 49Q: 3 clusters Score -9940139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 69486 members 
Entering Unmasked Estep 
Score: -9940140.000000 Penalty: 5544.564453
	Iteration 50Q: 3 clusters Score -9940140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 69483 members 
Entering Unmasked Estep 
Score: -9940140.000000 Penalty: 5544.564453
	Iteration 51Q: 3 clusters Score -9940140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 69476 members 
Entering Unmasked Estep 
Score: -9940138.000000 Penalty: 5544.564453
	Iteration 52Q: 3 clusters Score -9940138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 69470 members 
Entering Unmasked Estep 
Score: -9940137.000000 Penalty: 5544.564453
	Iteration 53Q: 3 clusters Score -9940137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -9940138.000000 Penalty: 5544.564453
	Iteration 54Q: 3 clusters Score -9940138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 69449 members 
Entering Unmasked Estep 
Score: -9940134.000000 Penalty: 5544.564453
	Iteration 55Q: 3 clusters Score -9940134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 69438 members 
Entering Unmasked Estep 
Score: -9940149.000000 Penalty: 5544.564453
	Iteration 56Q: 3 clusters Score -9940149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 69432 members 
Entering Unmasked Estep 
Score: -9940144.000000 Penalty: 5544.564453
	Iteration 57Q: 3 clusters Score -9940144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 69426 members 
Entering Unmasked Estep 
Score: -9940151.000000 Penalty: 5544.564453
	Iteration 58Q: 3 clusters Score -9940151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 69426 members 
Entering Unmasked Estep 
Score: -9940151.000000 Penalty: 5544.564453
	Iteration 59F: 3 clusters Score -9940151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -263224.875000 Penalty: 1912.686035
	Iteration 0F: 2 clusters Score -263224.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -260968.078125 Penalty: 3825.372070
	Iteration 0F: 3 clusters Score -260968.1 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -264303.968750 Penalty: 3825.372070
	Iteration 1F: 3 clusters Score -264304 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -268034.656250 Penalty: 3825.372070
	Iteration 2F: 3 clusters Score -268034.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -269838.312500 Penalty: 3825.372070
	Iteration 3F: 3 clusters Score -269838.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -270557.031250 Penalty: 3825.372070
	Iteration 4Q: 3 clusters Score -270557 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -271261.750000 Penalty: 3825.372070
	Iteration 5Q: 3 clusters Score -271261.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -271424.843750 Penalty: 3825.372070
	Iteration 6Q: 3 clusters Score -271424.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -271475.500000 Penalty: 3825.372070
	Iteration 7Q: 3 clusters Score -271475.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -271583.093750 Penalty: 3825.372070
	Iteration 8Q: 3 clusters Score -271583.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -271647.625000 Penalty: 3825.372070
	Iteration 9Q: 3 clusters Score -271647.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -271825.875000 Penalty: 3825.372070
	Iteration 10F: 3 clusters Score -271825.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -272092.000000 Penalty: 3825.372070
	Iteration 11Q: 3 clusters Score -272092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -272092.000000 Penalty: 3825.372070
	Iteration 12F: 3 clusters Score -272092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1252 members 
Mstep: Class 3 contains 6829 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 161801 members 
Mstep: Class 6 contains 192780 members 
Mstep: Class 7 contains 33220 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 133004 members 
Mstep: Class 10 contains 237466 members 
Mstep: Class 11 contains 57089 members 
Mstep: Class 12 contains 21246 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 17 contains 47640 members 
Mstep: Class 18 contains 12336 members 
Mstep: Class 19 contains 11683 members 
Mstep: Class 20 contains 71579 members 
Mstep: Class 21 contains 1473 members 
Entering Unmasked Estep 
Score: -135763248.000000 Penalty: 65085.578125
Splitting cluster 21 changes total score from -135745072.000000 to -135763248.000000
So it's getting split into cluster 13.
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 3 contains 6829 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 161801 members 
Mstep: Class 6 contains 192780 members 
Mstep: Class 7 contains 33220 members 
Mstep: Class 10 contains 237466 members 
Mstep: Class 12 contains 21246 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 17 contains 47640 members 
Mstep: Class 18 contains 12336 members 
Mstep: Class 19 contains 11683 members 
Mstep: Class 20 contains 71579 members 
Mstep: Class 21 contains 1473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135767200.000000 Penalty: 65085.578125
Iteration 39Q: 20 clusters Score -1.357672e+08 nChanged 14250
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 162075 members 
Mstep: Class 6 contains 193484 members 
Mstep: Class 7 contains 33008 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 130961 members 
Mstep: Class 10 contains 237487 members 
Mstep: Class 11 contains 57240 members 
Mstep: Class 12 contains 21566 members 
Mstep: Class 13 contains 766 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 17 contains 47299 members 
Mstep: Class 18 contains 12531 members 
Mstep: Class 19 contains 11942 members 
Mstep: Class 20 contains 71830 members 
Mstep: Class 21 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135770496.000000 Penalty: 65085.578125
Iteration 40F: 20 clusters Score -1.357705e+08 nChanged 11228
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 6975 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 161668 members 
Mstep: Class 6 contains 193509 members 
Mstep: Class 7 contains 32608 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 131814 members 
Mstep: Class 10 contains 236577 members 
Mstep: Class 11 contains 57281 members 
Mstep: Class 12 contains 21969 members 
Mstep: Class 13 contains 808 members 
Mstep: Class 15 contains 2890 members 
Mstep: Class 17 contains 46761 members 
Mstep: Class 18 contains 12652 members 
Mstep: Class 19 contains 12136 members 
Mstep: Class 20 contains 72024 members 
Mstep: Class 21 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135771632.000000 Penalty: 65085.578125
Iteration 41Q: 20 clusters Score -1.357716e+08 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 7038 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 161097 members 
Mstep: Class 6 contains 193395 members 
Mstep: Class 7 contains 32222 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 132509 members 
Mstep: Class 10 contains 235979 members 
Mstep: Class 11 contains 57270 members 
Mstep: Class 12 contains 22512 members 
Mstep: Class 13 contains 817 members 
Mstep: Class 15 contains 2974 members 
Mstep: Class 17 contains 46343 members 
Mstep: Class 18 contains 12766 members 
Mstep: Class 19 contains 12326 members 
Mstep: Class 20 contains 72233 members 
Mstep: Class 21 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135772496.000000 Penalty: 65085.578125
Iteration 42Q: 20 clusters Score -1.357725e+08 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1889 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 160474 members 
Mstep: Class 6 contains 193233 members 
Mstep: Class 7 contains 31820 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 133372 members 
Mstep: Class 10 contains 235301 members 
Mstep: Class 11 contains 57234 members 
Mstep: Class 12 contains 23078 members 
Mstep: Class 13 contains 823 members 
Mstep: Class 15 contains 3065 members 
Mstep: Class 17 contains 45985 members 
Mstep: Class 18 contains 12845 members 
Mstep: Class 19 contains 12499 members 
Mstep: Class 20 contains 72507 members 
Mstep: Class 21 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135773824.000000 Penalty: 65085.578125
Iteration 43Q: 20 clusters Score -1.357738e+08 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2000 members 
Mstep: Class 3 contains 7121 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 159735 members 
Mstep: Class 6 contains 193071 members 
Mstep: Class 7 contains 31424 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 134305 members 
Mstep: Class 10 contains 234776 members 
Mstep: Class 11 contains 57164 members 
Mstep: Class 12 contains 23588 members 
Mstep: Class 13 contains 824 members 
Mstep: Class 15 contains 3140 members 
Mstep: Class 17 contains 45687 members 
Mstep: Class 18 contains 12928 members 
Mstep: Class 19 contains 12645 members 
Mstep: Class 20 contains 72772 members 
Mstep: Class 21 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135774896.000000 Penalty: 65085.578125
Iteration 44Q: 20 clusters Score -1.357749e+08 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 7158 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 158963 members 
Mstep: Class 6 contains 192879 members 
Mstep: Class 7 contains 31055 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 135370 members 
Mstep: Class 10 contains 234202 members 
Mstep: Class 11 contains 57095 members 
Mstep: Class 12 contains 24075 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 15 contains 3207 members 
Mstep: Class 17 contains 45397 members 
Mstep: Class 18 contains 13021 members 
Mstep: Class 19 contains 12774 members 
Mstep: Class 20 contains 73038 members 
Mstep: Class 21 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135775840.000000 Penalty: 65085.578125
Iteration 45Q: 20 clusters Score -1.357758e+08 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2174 members 
Mstep: Class 3 contains 7195 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 158143 members 
Mstep: Class 6 contains 192698 members 
Mstep: Class 7 contains 30707 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 136559 members 
Mstep: Class 10 contains 233544 members 
Mstep: Class 11 contains 56993 members 
Mstep: Class 12 contains 24512 members 
Mstep: Class 13 contains 827 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 17 contains 45171 members 
Mstep: Class 18 contains 13102 members 
Mstep: Class 19 contains 12903 members 
Mstep: Class 20 contains 73313 members 
Mstep: Class 21 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135776400.000000 Penalty: 65085.578125
Iteration 46Q: 20 clusters Score -1.357764e+08 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 7234 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 157326 members 
Mstep: Class 6 contains 192553 members 
Mstep: Class 7 contains 30390 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 137848 members 
Mstep: Class 10 contains 232834 members 
Mstep: Class 11 contains 56906 members 
Mstep: Class 12 contains 24847 members 
Mstep: Class 13 contains 825 members 
Mstep: Class 15 contains 3359 members 
Mstep: Class 17 contains 44988 members 
Mstep: Class 18 contains 13164 members 
Mstep: Class 19 contains 12994 members 
Mstep: Class 20 contains 73565 members 
Mstep: Class 21 contains 1499 members 
Entering Unmasked Estep 
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Iteration 47Q: 20 clusters Score -1.357767e+08 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2352 members 
Mstep: Class 3 contains 7245 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 156477 members 
Mstep: Class 6 contains 192409 members 
Mstep: Class 7 contains 30087 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 139286 members 
Mstep: Class 10 contains 232075 members 
Mstep: Class 11 contains 56776 members 
Mstep: Class 12 contains 25129 members 
Mstep: Class 13 contains 825 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 17 contains 44808 members 
Mstep: Class 18 contains 13217 members 
Mstep: Class 19 contains 13102 members 
Mstep: Class 20 contains 73862 members 
Mstep: Class 21 contains 1499 members 
Entering Unmasked Estep 
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Iteration 48Q: 20 clusters Score -1.357773e+08 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 3 contains 7267 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 155583 members 
Mstep: Class 6 contains 192288 members 
Mstep: Class 7 contains 29765 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 140808 members 
Mstep: Class 10 contains 231277 members 
Mstep: Class 11 contains 56643 members 
Mstep: Class 12 contains 25384 members 
Mstep: Class 13 contains 825 members 
Mstep: Class 15 contains 3514 members 
Mstep: Class 17 contains 44642 members 
Mstep: Class 18 contains 13258 members 
Mstep: Class 19 contains 13202 members 
Mstep: Class 20 contains 74188 members 
Mstep: Class 21 contains 1499 members 
Entering Unmasked Estep 
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Iteration 49Q: 20 clusters Score -1.357785e+08 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2504 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 154642 members 
Mstep: Class 6 contains 192205 members 
Mstep: Class 7 contains 29509 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 142423 members 
Mstep: Class 10 contains 230460 members 
Mstep: Class 11 contains 56495 members 
Mstep: Class 12 contains 25581 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 17 contains 44475 members 
Mstep: Class 18 contains 13292 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 74485 members 
Mstep: Class 21 contains 1499 members 
Entering Unmasked Estep 
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Iteration 50Q: 20 clusters Score -1.357795e+08 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2578 members 
Mstep: Class 3 contains 7332 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 153708 members 
Mstep: Class 6 contains 192144 members 
Mstep: Class 7 contains 29226 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 143960 members 
Mstep: Class 10 contains 229816 members 
Mstep: Class 11 contains 56331 members 
Mstep: Class 12 contains 25740 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 15 contains 3639 members 
Mstep: Class 17 contains 44329 members 
Mstep: Class 18 contains 13321 members 
Mstep: Class 19 contains 13346 members 
Mstep: Class 20 contains 74758 members 
Mstep: Class 21 contains 1498 members 
Entering Unmasked Estep 
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Iteration 51Q: 20 clusters Score -1.357811e+08 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 7367 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 152759 members 
Mstep: Class 6 contains 192048 members 
Mstep: Class 7 contains 28965 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 145461 members 
Mstep: Class 10 contains 229217 members 
Mstep: Class 11 contains 56223 members 
Mstep: Class 12 contains 25870 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 17 contains 44190 members 
Mstep: Class 18 contains 13325 members 
Mstep: Class 19 contains 13402 members 
Mstep: Class 20 contains 75034 members 
Mstep: Class 21 contains 1497 members 
Entering Unmasked Estep 
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Iteration 52Q: 20 clusters Score -1.357823e+08 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2722 members 
Mstep: Class 3 contains 7400 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 151883 members 
Mstep: Class 6 contains 191982 members 
Mstep: Class 7 contains 28712 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 147000 members 
Mstep: Class 10 contains 228572 members 
Mstep: Class 11 contains 56067 members 
Mstep: Class 12 contains 25981 members 
Mstep: Class 13 contains 827 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 17 contains 44075 members 
Mstep: Class 18 contains 13311 members 
Mstep: Class 19 contains 13467 members 
Mstep: Class 20 contains 75287 members 
Mstep: Class 21 contains 1497 members 
Entering Unmasked Estep 
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Iteration 53Q: 20 clusters Score -1.357827e+08 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2776 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 151070 members 
Mstep: Class 6 contains 191953 members 
Mstep: Class 7 contains 28444 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 148605 members 
Mstep: Class 10 contains 227806 members 
Mstep: Class 11 contains 55923 members 
Mstep: Class 12 contains 26068 members 
Mstep: Class 13 contains 827 members 
Mstep: Class 15 contains 3810 members 
Mstep: Class 17 contains 43974 members 
Mstep: Class 18 contains 13290 members 
Mstep: Class 19 contains 13533 members 
Mstep: Class 20 contains 75542 members 
Mstep: Class 21 contains 1497 members 
Entering Unmasked Estep 
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Iteration 54Q: 20 clusters Score -1.357838e+08 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2818 members 
Mstep: Class 3 contains 7468 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 150211 members 
Mstep: Class 6 contains 191934 members 
Mstep: Class 7 contains 28187 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 150263 members 
Mstep: Class 10 contains 227071 members 
Mstep: Class 11 contains 55774 members 
Mstep: Class 12 contains 26113 members 
Mstep: Class 13 contains 827 members 
Mstep: Class 15 contains 3849 members 
Mstep: Class 17 contains 43874 members 
Mstep: Class 18 contains 13252 members 
Mstep: Class 19 contains 13582 members 
Mstep: Class 20 contains 75830 members 
Mstep: Class 21 contains 1497 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -1.357843e+08 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2864 members 
Mstep: Class 3 contains 7530 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 149312 members 
Mstep: Class 6 contains 191991 members 
Mstep: Class 7 contains 27959 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 151806 members 
Mstep: Class 10 contains 226351 members 
Mstep: Class 11 contains 55637 members 
Mstep: Class 12 contains 26161 members 
Mstep: Class 13 contains 827 members 
Mstep: Class 15 contains 3870 members 
Mstep: Class 17 contains 43785 members 
Mstep: Class 18 contains 13233 members 
Mstep: Class 19 contains 13622 members 
Mstep: Class 20 contains 76108 members 
Mstep: Class 21 contains 1496 members 
Entering Unmasked Estep 
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Iteration 56Q: 20 clusters Score -1.357856e+08 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2903 members 
Mstep: Class 3 contains 7565 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 148486 members 
Mstep: Class 6 contains 192011 members 
Mstep: Class 7 contains 27711 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 153452 members 
Mstep: Class 10 contains 225561 members 
Mstep: Class 11 contains 55512 members 
Mstep: Class 12 contains 26174 members 
Mstep: Class 13 contains 827 members 
Mstep: Class 15 contains 3883 members 
Mstep: Class 17 contains 43708 members 
Mstep: Class 18 contains 13174 members 
Mstep: Class 19 contains 13676 members 
Mstep: Class 20 contains 76411 members 
Mstep: Class 21 contains 1495 members 
Entering Unmasked Estep 
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Iteration 57Q: 20 clusters Score -1.357867e+08 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2935 members 
Mstep: Class 3 contains 7607 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 147718 members 
Mstep: Class 6 contains 192033 members 
Mstep: Class 7 contains 27455 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 155043 members 
Mstep: Class 10 contains 224784 members 
Mstep: Class 11 contains 55415 members 
Mstep: Class 12 contains 26153 members 
Mstep: Class 13 contains 827 members 
Mstep: Class 15 contains 3897 members 
Mstep: Class 17 contains 43626 members 
Mstep: Class 18 contains 13123 members 
Mstep: Class 19 contains 13733 members 
Mstep: Class 20 contains 76705 members 
Mstep: Class 21 contains 1495 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -1.357871e+08 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 7648 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 147023 members 
Mstep: Class 6 contains 192032 members 
Mstep: Class 7 contains 27172 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 156651 members 
Mstep: Class 10 contains 224013 members 
Mstep: Class 11 contains 55342 members 
Mstep: Class 12 contains 26126 members 
Mstep: Class 13 contains 827 members 
Mstep: Class 15 contains 3906 members 
Mstep: Class 17 contains 43561 members 
Mstep: Class 18 contains 13056 members 
Mstep: Class 19 contains 13746 members 
Mstep: Class 20 contains 76989 members 
Mstep: Class 21 contains 1496 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -1.357872e+08 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2986 members 
Mstep: Class 3 contains 7694 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 146370 members 
Mstep: Class 6 contains 192022 members 
Mstep: Class 7 contains 26937 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 158278 members 
Mstep: Class 10 contains 223154 members 
Mstep: Class 11 contains 55299 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 15 contains 3914 members 
Mstep: Class 17 contains 43485 members 
Mstep: Class 18 contains 12963 members 
Mstep: Class 19 contains 13779 members 
Mstep: Class 20 contains 77260 members 
Mstep: Class 21 contains 1496 members 
Entering Unmasked Estep 
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Iteration 60F: 20 clusters Score -1.357879e+08 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 7733 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 145755 members 
Mstep: Class 6 contains 192002 members 
Mstep: Class 7 contains 26737 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 159905 members 
Mstep: Class 10 contains 222247 members 
Mstep: Class 11 contains 55243 members 
Mstep: Class 12 contains 26067 members 
Mstep: Class 13 contains 830 members 
Mstep: Class 15 contains 3917 members 
Mstep: Class 17 contains 43411 members 
Mstep: Class 18 contains 12855 members 
Mstep: Class 19 contains 13815 members 
Mstep: Class 20 contains 77533 members 
Mstep: Class 21 contains 1496 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -1.357893e+08 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3024 members 
Mstep: Class 3 contains 7771 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 145176 members 
Mstep: Class 6 contains 191987 members 
Mstep: Class 7 contains 26520 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 161644 members 
Mstep: Class 10 contains 221271 members 
Mstep: Class 11 contains 55143 members 
Mstep: Class 12 contains 26032 members 
Mstep: Class 13 contains 831 members 
Mstep: Class 15 contains 3931 members 
Mstep: Class 17 contains 43334 members 
Mstep: Class 18 contains 12741 members 
Mstep: Class 19 contains 13858 members 
Mstep: Class 20 contains 77795 members 
Mstep: Class 21 contains 1496 members 
Entering Unmasked Estep 
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Iteration 62Q: 20 clusters Score -1.357898e+08 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3039 members 
Mstep: Class 3 contains 7806 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 144695 members 
Mstep: Class 6 contains 192106 members 
Mstep: Class 7 contains 26270 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 163395 members 
Mstep: Class 10 contains 220049 members 
Mstep: Class 11 contains 55070 members 
Mstep: Class 12 contains 25978 members 
Mstep: Class 13 contains 831 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 17 contains 43274 members 
Mstep: Class 18 contains 12640 members 
Mstep: Class 19 contains 13923 members 
Mstep: Class 20 contains 78040 members 
Mstep: Class 21 contains 1496 members 
Entering Unmasked Estep 
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Iteration 63Q: 20 clusters Score -1.357904e+08 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3054 members 
Mstep: Class 3 contains 7846 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 144240 members 
Mstep: Class 6 contains 192207 members 
Mstep: Class 7 contains 26041 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 165311 members 
Mstep: Class 10 contains 218654 members 
Mstep: Class 11 contains 54976 members 
Mstep: Class 12 contains 25917 members 
Mstep: Class 13 contains 831 members 
Mstep: Class 15 contains 3948 members 
Mstep: Class 17 contains 43222 members 
Mstep: Class 18 contains 12533 members 
Mstep: Class 19 contains 13977 members 
Mstep: Class 20 contains 78300 members 
Mstep: Class 21 contains 1496 members 
Entering Unmasked Estep 
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Iteration 64Q: 20 clusters Score -1.357912e+08 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 7873 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 143914 members 
Mstep: Class 6 contains 192313 members 
Mstep: Class 7 contains 25826 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 167414 members 
Mstep: Class 10 contains 216936 members 
Mstep: Class 11 contains 54877 members 
Mstep: Class 12 contains 25887 members 
Mstep: Class 13 contains 830 members 
Mstep: Class 15 contains 3952 members 
Mstep: Class 17 contains 43169 members 
Mstep: Class 18 contains 12403 members 
Mstep: Class 19 contains 14025 members 
Mstep: Class 20 contains 78573 members 
Mstep: Class 21 contains 1496 members 
Entering Unmasked Estep 
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Iteration 65Q: 20 clusters Score -1.357914e+08 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3081 members 
Mstep: Class 3 contains 7903 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 143629 members 
Mstep: Class 6 contains 192402 members 
Mstep: Class 7 contains 25594 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 169702 members 
Mstep: Class 10 contains 215045 members 
Mstep: Class 11 contains 54756 members 
Mstep: Class 12 contains 25849 members 
Mstep: Class 13 contains 830 members 
Mstep: Class 15 contains 3954 members 
Mstep: Class 17 contains 43119 members 
Mstep: Class 18 contains 12293 members 
Mstep: Class 19 contains 14064 members 
Mstep: Class 20 contains 78836 members 
Mstep: Class 21 contains 1496 members 
Entering Unmasked Estep 
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Iteration 66Q: 20 clusters Score -1.357924e+08 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3099 members 
Mstep: Class 3 contains 7952 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 143424 members 
Mstep: Class 6 contains 192499 members 
Mstep: Class 7 contains 25369 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 172222 members 
Mstep: Class 10 contains 212916 members 
Mstep: Class 11 contains 54605 members 
Mstep: Class 12 contains 25809 members 
Mstep: Class 13 contains 830 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 17 contains 43066 members 
Mstep: Class 18 contains 12187 members 
Mstep: Class 19 contains 14100 members 
Mstep: Class 20 contains 79024 members 
Mstep: Class 21 contains 1496 members 
Entering Unmasked Estep 
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Iteration 67Q: 20 clusters Score -1.357929e+08 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3110 members 
Mstep: Class 3 contains 7993 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 143305 members 
Mstep: Class 6 contains 192619 members 
Mstep: Class 7 contains 25145 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 174928 members 
Mstep: Class 10 contains 210456 members 
Mstep: Class 11 contains 54455 members 
Mstep: Class 12 contains 25763 members 
Mstep: Class 13 contains 830 members 
Mstep: Class 15 contains 3961 members 
Mstep: Class 17 contains 43023 members 
Mstep: Class 18 contains 12103 members 
Mstep: Class 19 contains 14131 members 
Mstep: Class 20 contains 79239 members 
Mstep: Class 21 contains 1497 members 
Entering Unmasked Estep 
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Iteration 68Q: 20 clusters Score -1.357933e+08 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 143245 members 
Mstep: Class 6 contains 192795 members 
Mstep: Class 7 contains 24938 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 177891 members 
Mstep: Class 10 contains 207637 members 
Mstep: Class 11 contains 54305 members 
Mstep: Class 12 contains 25724 members 
Mstep: Class 13 contains 831 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 17 contains 42978 members 
Mstep: Class 18 contains 12006 members 
Mstep: Class 19 contains 14162 members 
Mstep: Class 20 contains 79440 members 
Mstep: Class 21 contains 1498 members 
Entering Unmasked Estep 
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Iteration 69Q: 20 clusters Score -1.357942e+08 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3120 members 
Mstep: Class 3 contains 8062 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 143222 members 
Mstep: Class 6 contains 192965 members 
Mstep: Class 7 contains 24690 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 181011 members 
Mstep: Class 10 contains 204666 members 
Mstep: Class 11 contains 54138 members 
Mstep: Class 12 contains 25694 members 
Mstep: Class 13 contains 831 members 
Mstep: Class 15 contains 3966 members 
Mstep: Class 17 contains 42942 members 
Mstep: Class 18 contains 11949 members 
Mstep: Class 19 contains 14205 members 
Mstep: Class 20 contains 79602 members 
Mstep: Class 21 contains 1498 members 
Entering Unmasked Estep 
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Iteration 70Q: 20 clusters Score -1.35795e+08 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 8086 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 143192 members 
Mstep: Class 6 contains 193119 members 
Mstep: Class 7 contains 24445 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 184280 members 
Mstep: Class 10 contains 201612 members 
Mstep: Class 11 contains 53973 members 
Mstep: Class 12 contains 25663 members 
Mstep: Class 13 contains 831 members 
Mstep: Class 15 contains 3971 members 
Mstep: Class 17 contains 42892 members 
Mstep: Class 18 contains 11894 members 
Mstep: Class 19 contains 14235 members 
Mstep: Class 20 contains 79752 members 
Mstep: Class 21 contains 1498 members 
Entering Unmasked Estep 
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Iteration 71Q: 20 clusters Score -1.357961e+08 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3115 members 
Mstep: Class 3 contains 8108 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 143199 members 
Mstep: Class 6 contains 193180 members 
Mstep: Class 7 contains 24218 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 187716 members 
Mstep: Class 10 contains 198451 members 
Mstep: Class 11 contains 53797 members 
Mstep: Class 12 contains 25622 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 15 contains 3974 members 
Mstep: Class 17 contains 42871 members 
Mstep: Class 18 contains 11812 members 
Mstep: Class 19 contains 14280 members 
Mstep: Class 20 contains 79888 members 
Mstep: Class 21 contains 1498 members 
Entering Unmasked Estep 
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Iteration 72Q: 20 clusters Score -1.357971e+08 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3109 members 
Mstep: Class 3 contains 8129 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 143172 members 
Mstep: Class 6 contains 193260 members 
Mstep: Class 7 contains 23980 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 191155 members 
Mstep: Class 10 contains 195330 members 
Mstep: Class 11 contains 53595 members 
Mstep: Class 12 contains 25586 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 17 contains 42875 members 
Mstep: Class 18 contains 11740 members 
Mstep: Class 19 contains 14333 members 
Mstep: Class 20 contains 79995 members 
Mstep: Class 21 contains 1498 members 
Entering Unmasked Estep 
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Iteration 73Q: 20 clusters Score -1.357978e+08 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3115 members 
Mstep: Class 3 contains 8154 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 143161 members 
Mstep: Class 6 contains 193329 members 
Mstep: Class 7 contains 23759 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 194680 members 
Mstep: Class 10 contains 192034 members 
Mstep: Class 11 contains 53370 members 
Mstep: Class 12 contains 25541 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 17 contains 42877 members 
Mstep: Class 18 contains 11711 members 
Mstep: Class 19 contains 14404 members 
Mstep: Class 20 contains 80120 members 
Mstep: Class 21 contains 1498 members 
Entering Unmasked Estep 
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Iteration 74Q: 20 clusters Score -1.357994e+08 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3120 members 
Mstep: Class 3 contains 8168 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 143133 members 
Mstep: Class 6 contains 193319 members 
Mstep: Class 7 contains 23562 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 198401 members 
Mstep: Class 10 contains 188631 members 
Mstep: Class 11 contains 53156 members 
Mstep: Class 12 contains 25507 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 15 contains 3980 members 
Mstep: Class 17 contains 42868 members 
Mstep: Class 18 contains 11688 members 
Mstep: Class 19 contains 14484 members 
Mstep: Class 20 contains 80213 members 
Mstep: Class 21 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800192.000000 Penalty: 65085.578125
Iteration 75Q: 20 clusters Score -1.358002e+08 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 8185 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 143132 members 
Mstep: Class 6 contains 193325 members 
Mstep: Class 7 contains 23368 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 202276 members 
Mstep: Class 10 contains 185059 members 
Mstep: Class 11 contains 52904 members 
Mstep: Class 12 contains 25471 members 
Mstep: Class 13 contains 830 members 
Mstep: Class 15 contains 3982 members 
Mstep: Class 17 contains 42842 members 
Mstep: Class 18 contains 11669 members 
Mstep: Class 19 contains 14553 members 
Mstep: Class 20 contains 80342 members 
Mstep: Class 21 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801312.000000 Penalty: 65085.578125
Iteration 76Q: 20 clusters Score -1.358013e+08 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 8199 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 143151 members 
Mstep: Class 6 contains 193312 members 
Mstep: Class 7 contains 23158 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 206341 members 
Mstep: Class 10 contains 181326 members 
Mstep: Class 11 contains 52676 members 
Mstep: Class 12 contains 25434 members 
Mstep: Class 13 contains 830 members 
Mstep: Class 15 contains 3986 members 
Mstep: Class 17 contains 42824 members 
Mstep: Class 18 contains 11650 members 
Mstep: Class 19 contains 14631 members 
Mstep: Class 20 contains 80417 members 
Mstep: Class 21 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802128.000000 Penalty: 65085.578125
Iteration 77Q: 20 clusters Score -1.358021e+08 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 8223 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 143146 members 
Mstep: Class 6 contains 193304 members 
Mstep: Class 7 contains 22959 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 210584 members 
Mstep: Class 10 contains 177442 members 
Mstep: Class 11 contains 52452 members 
Mstep: Class 12 contains 25398 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 3994 members 
Mstep: Class 17 contains 42803 members 
Mstep: Class 18 contains 11637 members 
Mstep: Class 19 contains 14679 members 
Mstep: Class 20 contains 80479 members 
Mstep: Class 21 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803296.000000 Penalty: 65085.578125
Iteration 78Q: 20 clusters Score -1.358033e+08 nChanged 7325
Entering ConstructFrom: 
Score: -135803296.000000 Penalty: 65085.578125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -406181.468750 Penalty: 1997.836670
	Iteration 0F: 2 clusters Score -406181.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -402841.625000 Penalty: 3995.673340
	Iteration 0F: 3 clusters Score -402841.6 nChanged 1170
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: -403842.531250 Penalty: 3995.673340
	Iteration 1F: 3 clusters Score -403842.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -404354.875000 Penalty: 3995.673340
	Iteration 2F: 3 clusters Score -404354.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -404942.468750 Penalty: 3995.673340
	Iteration 3F: 3 clusters Score -404942.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -405512.687500 Penalty: 3995.673340
	Iteration 4F: 3 clusters Score -405512.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -405913.562500 Penalty: 3995.673340
	Iteration 5F: 3 clusters Score -405913.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -406141.875000 Penalty: 3995.673340
	Iteration 6Q: 3 clusters Score -406141.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -406282.500000 Penalty: 3995.673340
	Iteration 7Q: 3 clusters Score -406282.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -406333.000000 Penalty: 3995.673340
	Iteration 8Q: 3 clusters Score -406333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -406350.593750 Penalty: 3995.673340
	Iteration 9Q: 3 clusters Score -406350.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -406357.281250 Penalty: 3995.673340
	Iteration 10Q: 3 clusters Score -406357.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -406362.281250 Penalty: 3995.673340
	Iteration 11Q: 3 clusters Score -406362.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -406366.343750 Penalty: 3995.673340
	Iteration 12Q: 3 clusters Score -406366.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -406368.750000 Penalty: 3995.673340
	Iteration 13Q: 3 clusters Score -406368.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -406369.781250 Penalty: 3995.673340
	Iteration 14Q: 3 clusters Score -406369.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -406369.781250 Penalty: 3995.673340
	Iteration 15F: 3 clusters Score -406369.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 8231 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 143136 members 
Mstep: Class 6 contains 193221 members 
Mstep: Class 7 contains 22758 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 215085 members 
Mstep: Class 10 contains 173369 members 
Mstep: Class 11 contains 52223 members 
Mstep: Class 12 contains 25366 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 501 members 
Mstep: Class 15 contains 4000 members 
Mstep: Class 17 contains 42755 members 
Mstep: Class 18 contains 11621 members 
Mstep: Class 19 contains 14741 members 
Mstep: Class 20 contains 80580 members 
Mstep: Class 21 contains 1500 members 
Entering Unmasked Estep 
Score: -135802160.000000 Penalty: 68511.132812
Splitting cluster 1 changes total score from -135803296.000000 to -135802160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Entering Unmasked Estep 
Score: -411936.687500 Penalty: 1997.679077
	Iteration 0F: 2 clusters Score -411936.7 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 1573 members 
Entering Unmasked Estep 
Score: -408552.250000 Penalty: 3995.358154
	Iteration 0F: 3 clusters Score -408552.2 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -409272.562500 Penalty: 3995.358154
	Iteration 1F: 3 clusters Score -409272.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -409432.781250 Penalty: 3995.358154
	Iteration 2F: 3 clusters Score -409432.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -409510.875000 Penalty: 3995.358154
	Iteration 3Q: 3 clusters Score -409510.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -409570.281250 Penalty: 3995.358154
	Iteration 4Q: 3 clusters Score -409570.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -409613.250000 Penalty: 3995.358154
	Iteration 5Q: 3 clusters Score -409613.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -409641.937500 Penalty: 3995.358154
	Iteration 6Q: 3 clusters Score -409641.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -409662.625000 Penalty: 3995.358154
	Iteration 7Q: 3 clusters Score -409662.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -409683.843750 Penalty: 3995.358154
	Iteration 8Q: 3 clusters Score -409683.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -409703.593750 Penalty: 3995.358154
	Iteration 9Q: 3 clusters Score -409703.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -409717.750000 Penalty: 3995.358154
	Iteration 10Q: 3 clusters Score -409717.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -409729.187500 Penalty: 3995.358154
	Iteration 11Q: 3 clusters Score -409729.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -409736.781250 Penalty: 3995.358154
	Iteration 12Q: 3 clusters Score -409736.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -409748.531250 Penalty: 3995.358154
	Iteration 13Q: 3 clusters Score -409748.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -409755.312500 Penalty: 3995.358154
	Iteration 14Q: 3 clusters Score -409755.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -409764.531250 Penalty: 3995.358154
	Iteration 15Q: 3 clusters Score -409764.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -409768.531250 Penalty: 3995.358154
	Iteration 16Q: 3 clusters Score -409768.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -409773.750000 Penalty: 3995.358154
	Iteration 17Q: 3 clusters Score -409773.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -409778.625000 Penalty: 3995.358154
	Iteration 18Q: 3 clusters Score -409778.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -409782.062500 Penalty: 3995.358154
	Iteration 19Q: 3 clusters Score -409782.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -409783.843750 Penalty: 3995.358154
	Iteration 20F: 3 clusters Score -409783.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Entering Unmasked Estep 
Score: -1119388.500000 Penalty: 2235.884521
	Iteration 0F: 2 clusters Score -1119388 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 4173 members 
Entering Unmasked Estep 
Score: -1112859.250000 Penalty: 4471.769043
	Iteration 0F: 3 clusters Score -1112859 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1114825.625000 Penalty: 4471.769043
	Iteration 1F: 3 clusters Score -1114826 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1115138.875000 Penalty: 4471.769043
	Iteration 2F: 3 clusters Score -1115139 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1115369.125000 Penalty: 4471.769043
	Iteration 3F: 3 clusters Score -1115369 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1115580.250000 Penalty: 4471.769043
	Iteration 4Q: 3 clusters Score -1115580 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1115745.125000 Penalty: 4471.769043
	Iteration 5Q: 3 clusters Score -1115745 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1115888.250000 Penalty: 4471.769043
	Iteration 6Q: 3 clusters Score -1115888 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1116026.875000 Penalty: 4471.769043
	Iteration 7Q: 3 clusters Score -1116027 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1116177.125000 Penalty: 4471.769043
	Iteration 8Q: 3 clusters Score -1116177 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1116343.500000 Penalty: 4471.769043
	Iteration 9Q: 3 clusters Score -1116344 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1116524.000000 Penalty: 4471.769043
	Iteration 10Q: 3 clusters Score -1116524 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1116688.875000 Penalty: 4471.769043
	Iteration 11Q: 3 clusters Score -1116689 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1116824.375000 Penalty: 4471.769043
	Iteration 12Q: 3 clusters Score -1116824 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1116951.000000 Penalty: 4471.769043
	Iteration 13Q: 3 clusters Score -1116951 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1117068.000000 Penalty: 4471.769043
	Iteration 14Q: 3 clusters Score -1117068 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1117175.875000 Penalty: 4471.769043
	Iteration 15Q: 3 clusters Score -1117176 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1117266.750000 Penalty: 4471.769043
	Iteration 16Q: 3 clusters Score -1117267 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1117337.875000 Penalty: 4471.769043
	Iteration 17Q: 3 clusters Score -1117338 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1117382.500000 Penalty: 4471.769043
	Iteration 18Q: 3 clusters Score -1117382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1117409.875000 Penalty: 4471.769043
	Iteration 19Q: 3 clusters Score -1117410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1117431.875000 Penalty: 4471.769043
	Iteration 20F: 3 clusters Score -1117432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1117446.750000 Penalty: 4471.769043
	Iteration 21Q: 3 clusters Score -1117447 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1117464.625000 Penalty: 4471.769043
	Iteration 22Q: 3 clusters Score -1117465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1117475.375000 Penalty: 4471.769043
	Iteration 23Q: 3 clusters Score -1117475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1117484.125000 Penalty: 4471.769043
	Iteration 24Q: 3 clusters Score -1117484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1117495.375000 Penalty: 4471.769043
	Iteration 25Q: 3 clusters Score -1117495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1117506.500000 Penalty: 4471.769043
	Iteration 26Q: 3 clusters Score -1117506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1117515.375000 Penalty: 4471.769043
	Iteration 27Q: 3 clusters Score -1117515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1117521.125000 Penalty: 4471.769043
	Iteration 28Q: 3 clusters Score -1117521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1117526.500000 Penalty: 4471.769043
	Iteration 29Q: 3 clusters Score -1117526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1117532.125000 Penalty: 4471.769043
	Iteration 30Q: 3 clusters Score -1117532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1117533.750000 Penalty: 4471.769043
	Iteration 31Q: 3 clusters Score -1117534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1117535.125000 Penalty: 4471.769043
	Iteration 32Q: 3 clusters Score -1117535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1117538.750000 Penalty: 4471.769043
	Iteration 33Q: 3 clusters Score -1117539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1117538.250000 Penalty: 4471.769043
	Iteration 34Q: 3 clusters Score -1117538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1117541.750000 Penalty: 4471.769043
	Iteration 35Q: 3 clusters Score -1117542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1117544.250000 Penalty: 4471.769043
	Iteration 36Q: 3 clusters Score -1117544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1117543.625000 Penalty: 4471.769043
	Iteration 37Q: 3 clusters Score -1117544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1117545.000000 Penalty: 4471.769043
	Iteration 38Q: 3 clusters Score -1117545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1117545.000000 Penalty: 4471.769043
	Iteration 39F: 3 clusters Score -1117545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Entering Unmasked Estep 
Score: -59769.464844 Penalty: 1526.404785
	Iteration 0F: 2 clusters Score -59769.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -58297.710938 Penalty: 3052.809570
	Iteration 0F: 3 clusters Score -58297.71 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58473.492188 Penalty: 3052.809570
	Iteration 1F: 3 clusters Score -58473.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58553.816406 Penalty: 3052.809570
	Iteration 2Q: 3 clusters Score -58553.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58616.933594 Penalty: 3052.809570
	Iteration 3Q: 3 clusters Score -58616.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58733.484375 Penalty: 3052.809570
	Iteration 4Q: 3 clusters Score -58733.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58812.273438 Penalty: 3052.809570
	Iteration 5Q: 3 clusters Score -58812.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -58901.582031 Penalty: 3052.809570
	Iteration 6Q: 3 clusters Score -58901.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59017.718750 Penalty: 3052.809570
	Iteration 7Q: 3 clusters Score -59017.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59241.140625 Penalty: 3052.809570
	Iteration 8F: 3 clusters Score -59241.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59588.230469 Penalty: 3052.809570
	Iteration 9F: 3 clusters Score -59588.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -59942.156250 Penalty: 3052.809570
	Iteration 10F: 3 clusters Score -59942.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -60002.632812 Penalty: 3052.809570
	Iteration 11Q: 3 clusters Score -60002.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -60019.332031 Penalty: 3052.809570
	Iteration 12Q: 3 clusters Score -60019.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -60019.332031 Penalty: 3052.809570
	Iteration 13F: 3 clusters Score -60019.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 8231 members 
Mstep: Class 4 contains 127 members 
Mstep: Class 5 contains 143136 members 
Mstep: Class 6 contains 193221 members 
Mstep: Class 7 contains 22758 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 215085 members 
Mstep: Class 10 contains 173369 members 
Mstep: Class 11 contains 52223 members 
Mstep: Class 12 contains 25366 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 4000 members 
Mstep: Class 17 contains 42755 members 
Mstep: Class 18 contains 11621 members 
Mstep: Class 19 contains 14741 members 
Mstep: Class 20 contains 80580 members 
Mstep: Class 21 contains 1500 members 
Entering Unmasked Estep 
Score: -135801840.000000 Penalty: 68511.132812
Splitting cluster 4 changes total score from -135803296.000000 to -135801840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (143136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143136 members 
Entering Unmasked Estep 
Score: -20073698.000000 Penalty: 2944.144531
	Iteration 0F: 2 clusters Score -2.00737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71512 members 
Mstep: Class 2 contains 71624 members 
Entering Unmasked Estep 
Score: -19980556.000000 Penalty: 5888.289062
	Iteration 0F: 3 clusters Score -1.998056e+07 nChanged 68501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70335 members 
Mstep: Class 2 contains 72801 members 
Entering Unmasked Estep 
Score: -20020270.000000 Penalty: 5888.289062
	Iteration 1F: 3 clusters Score -2.002027e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69342 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -20020948.000000 Penalty: 5888.289062
	Iteration 2Q: 3 clusters Score -2.002095e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67744 members 
Mstep: Class 2 contains 75392 members 
Entering Unmasked Estep 
Score: -20021680.000000 Penalty: 5888.289062
	Iteration 3Q: 3 clusters Score -2.002168e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 77759 members 
Entering Unmasked Estep 
Score: -20022694.000000 Penalty: 5888.289062
	Iteration 4Q: 3 clusters Score -2.002269e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 81250 members 
Entering Unmasked Estep 
Score: -20024460.000000 Penalty: 5888.289062
	Iteration 5Q: 3 clusters Score -2.002446e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 86257 members 
Entering Unmasked Estep 
Score: -20027114.000000 Penalty: 5888.289062
	Iteration 6Q: 3 clusters Score -2.002711e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 93335 members 
Entering Unmasked Estep 
Score: -20031546.000000 Penalty: 5888.289062
	Iteration 7F: 3 clusters Score -2.003155e+07 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 102541 members 
Entering Unmasked Estep 
Score: -20038348.000000 Penalty: 5888.289062
	Iteration 8F: 3 clusters Score -2.003835e+07 nChanged 11214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 113223 members 
Entering Unmasked Estep 
Score: -20047620.000000 Penalty: 5888.289062
	Iteration 9F: 3 clusters Score -2.004762e+07 nChanged 10720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 123649 members 
Entering Unmasked Estep 
Score: -20057194.000000 Penalty: 5888.289062
	Iteration 10F: 3 clusters Score -2.005719e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 131498 members 
Entering Unmasked Estep 
Score: -20064030.000000 Penalty: 5888.289062
	Iteration 11F: 3 clusters Score -2.006403e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 136307 members 
Entering Unmasked Estep 
Score: -20067894.000000 Penalty: 5888.289062
	Iteration 12Q: 3 clusters Score -2.006789e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 138827 members 
Entering Unmasked Estep 
Score: -20069626.000000 Penalty: 5888.289062
	Iteration 13Q: 3 clusters Score -2.006963e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 140129 members 
Entering Unmasked Estep 
Score: -20070400.000000 Penalty: 5888.289062
	Iteration 14Q: 3 clusters Score -2.00704e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 140833 members 
Entering Unmasked Estep 
Score: -20070794.000000 Penalty: 5888.289062
	Iteration 15Q: 3 clusters Score -2.007079e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 141233 members 
Entering Unmasked Estep 
Score: -20071004.000000 Penalty: 5888.289062
	Iteration 16Q: 3 clusters Score -2.0071e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 141468 members 
Entering Unmasked Estep 
Score: -20071216.000000 Penalty: 5888.289062
	Iteration 17Q: 3 clusters Score -2.007122e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 141628 members 
Entering Unmasked Estep 
Score: -20071270.000000 Penalty: 5888.289062
	Iteration 18Q: 3 clusters Score -2.007127e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 141746 members 
Entering Unmasked Estep 
Score: -20071314.000000 Penalty: 5888.289062
	Iteration 19Q: 3 clusters Score -2.007131e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 141831 members 
Entering Unmasked Estep 
Score: -20071376.000000 Penalty: 5888.289062
	Iteration 20F: 3 clusters Score -2.007138e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 141897 members 
Entering Unmasked Estep 
Score: -20071386.000000 Penalty: 5888.289062
	Iteration 21Q: 3 clusters Score -2.007139e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 141942 members 
Entering Unmasked Estep 
Score: -20071418.000000 Penalty: 5888.289062
	Iteration 22Q: 3 clusters Score -2.007142e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 141977 members 
Entering Unmasked Estep 
Score: -20071442.000000 Penalty: 5888.289062
	Iteration 23Q: 3 clusters Score -2.007144e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 142012 members 
Entering Unmasked Estep 
Score: -20071484.000000 Penalty: 5888.289062
	Iteration 24Q: 3 clusters Score -2.007148e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 142043 members 
Entering Unmasked Estep 
Score: -20071478.000000 Penalty: 5888.289062
	Iteration 25Q: 3 clusters Score -2.007148e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 142075 members 
Entering Unmasked Estep 
Score: -20071504.000000 Penalty: 5888.289062
	Iteration 26Q: 3 clusters Score -2.00715e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 142090 members 
Entering Unmasked Estep 
Score: -20071546.000000 Penalty: 5888.289062
	Iteration 27Q: 3 clusters Score -2.007155e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 142112 members 
Entering Unmasked Estep 
Score: -20071552.000000 Penalty: 5888.289062
	Iteration 28Q: 3 clusters Score -2.007155e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 142124 members 
Entering Unmasked Estep 
Score: -20071520.000000 Penalty: 5888.289062
	Iteration 29Q: 3 clusters Score -2.007152e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 142138 members 
Entering Unmasked Estep 
Score: -20071532.000000 Penalty: 5888.289062
	Iteration 30Q: 3 clusters Score -2.007153e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 142148 members 
Entering Unmasked Estep 
Score: -20071532.000000 Penalty: 5888.289062
	Iteration 31Q: 3 clusters Score -2.007153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 142155 members 
Entering Unmasked Estep 
Score: -20071548.000000 Penalty: 5888.289062
	Iteration 32Q: 3 clusters Score -2.007155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 142158 members 
Entering Unmasked Estep 
Score: -20071562.000000 Penalty: 5888.289062
	Iteration 33Q: 3 clusters Score -2.007156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 142167 members 
Entering Unmasked Estep 
Score: -20071572.000000 Penalty: 5888.289062
	Iteration 34Q: 3 clusters Score -2.007157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 142169 members 
Entering Unmasked Estep 
Score: -20071576.000000 Penalty: 5888.289062
	Iteration 35Q: 3 clusters Score -2.007158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 142172 members 
Entering Unmasked Estep 
Score: -20071574.000000 Penalty: 5888.289062
	Iteration 36Q: 3 clusters Score -2.007157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 142173 members 
Entering Unmasked Estep 
Score: -20071572.000000 Penalty: 5888.289062
	Iteration 37Q: 3 clusters Score -2.007157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 142174 members 
Entering Unmasked Estep 
Score: -20071562.000000 Penalty: 5888.289062
	Iteration 38Q: 3 clusters Score -2.007156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 142174 members 
Entering Unmasked Estep 
Score: -20071562.000000 Penalty: 5888.289062
	Iteration 39F: 3 clusters Score -2.007156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (193221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193221 members 
Entering Unmasked Estep 
Score: -27033464.000000 Penalty: 3018.554199
	Iteration 0F: 2 clusters Score -2.703346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96685 members 
Mstep: Class 2 contains 96536 members 
Entering Unmasked Estep 
Score: -26915230.000000 Penalty: 6037.108398
	Iteration 0F: 3 clusters Score -2.691523e+07 nChanged 92992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95853 members 
Mstep: Class 2 contains 97368 members 
Entering Unmasked Estep 
Score: -26969608.000000 Penalty: 6037.108398
	Iteration 1F: 3 clusters Score -2.696961e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95064 members 
Mstep: Class 2 contains 98157 members 
Entering Unmasked Estep 
Score: -26970938.000000 Penalty: 6037.108398
	Iteration 2Q: 3 clusters Score -2.697094e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93806 members 
Mstep: Class 2 contains 99415 members 
Entering Unmasked Estep 
Score: -26972512.000000 Penalty: 6037.108398
	Iteration 3Q: 3 clusters Score -2.697251e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92044 members 
Mstep: Class 2 contains 101177 members 
Entering Unmasked Estep 
Score: -26974600.000000 Penalty: 6037.108398
	Iteration 4Q: 3 clusters Score -2.69746e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89618 members 
Mstep: Class 2 contains 103603 members 
Entering Unmasked Estep 
Score: -26977652.000000 Penalty: 6037.108398
	Iteration 5Q: 3 clusters Score -2.697765e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 106493 members 
Entering Unmasked Estep 
Score: -26981492.000000 Penalty: 6037.108398
	Iteration 6Q: 3 clusters Score -2.698149e+07 nChanged 9913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83661 members 
Mstep: Class 2 contains 109560 members 
Entering Unmasked Estep 
Score: -26985718.000000 Penalty: 6037.108398
	Iteration 7F: 3 clusters Score -2.698572e+07 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80448 members 
Mstep: Class 2 contains 112773 members 
Entering Unmasked Estep 
Score: -26989418.000000 Penalty: 6037.108398
	Iteration 8F: 3 clusters Score -2.698942e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 116090 members 
Entering Unmasked Estep 
Score: -26992800.000000 Penalty: 6037.108398
	Iteration 9Q: 3 clusters Score -2.69928e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73720 members 
Mstep: Class 2 contains 119501 members 
Entering Unmasked Estep 
Score: -26995002.000000 Penalty: 6037.108398
	Iteration 10Q: 3 clusters Score -2.6995e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70066 members 
Mstep: Class 2 contains 123155 members 
Entering Unmasked Estep 
Score: -26996548.000000 Penalty: 6037.108398
	Iteration 11Q: 3 clusters Score -2.699655e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Mstep: Class 2 contains 127190 members 
Entering Unmasked Estep 
Score: -26997842.000000 Penalty: 6037.108398
	Iteration 12Q: 3 clusters Score -2.699784e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61443 members 
Mstep: Class 2 contains 131778 members 
Entering Unmasked Estep 
Score: -26998894.000000 Penalty: 6037.108398
	Iteration 13Q: 3 clusters Score -2.699889e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 137153 members 
Entering Unmasked Estep 
Score: -27000132.000000 Penalty: 6037.108398
	Iteration 14Q: 3 clusters Score -2.700013e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 143514 members 
Entering Unmasked Estep 
Score: -27001770.000000 Penalty: 6037.108398
	Iteration 15Q: 3 clusters Score -2.700177e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 150880 members 
Entering Unmasked Estep 
Score: -27004398.000000 Penalty: 6037.108398
	Iteration 16Q: 3 clusters Score -2.70044e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 159353 members 
Entering Unmasked Estep 
Score: -27008192.000000 Penalty: 6037.108398
	Iteration 17Q: 3 clusters Score -2.700819e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 168279 members 
Entering Unmasked Estep 
Score: -27013332.000000 Penalty: 6037.108398
	Iteration 18Q: 3 clusters Score -2.701333e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 176721 members 
Entering Unmasked Estep 
Score: -27018904.000000 Penalty: 6037.108398
	Iteration 19Q: 3 clusters Score -2.70189e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 183313 members 
Entering Unmasked Estep 
Score: -27023470.000000 Penalty: 6037.108398
	Iteration 20F: 3 clusters Score -2.702347e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 187681 members 
Entering Unmasked Estep 
Score: -27026824.000000 Penalty: 6037.108398
	Iteration 21Q: 3 clusters Score -2.702682e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 190289 members 
Entering Unmasked Estep 
Score: -27028690.000000 Penalty: 6037.108398
	Iteration 22Q: 3 clusters Score -2.702869e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 191619 members 
Entering Unmasked Estep 
Score: -27029700.000000 Penalty: 6037.108398
	Iteration 23Q: 3 clusters Score -2.70297e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 192187 members 
Entering Unmasked Estep 
Score: -27030116.000000 Penalty: 6037.108398
	Iteration 24Q: 3 clusters Score -2.703012e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 192446 members 
Entering Unmasked Estep 
Score: -27030266.000000 Penalty: 6037.108398
	Iteration 25Q: 3 clusters Score -2.703027e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 192567 members 
Entering Unmasked Estep 
Score: -27030398.000000 Penalty: 6037.108398
	Iteration 26Q: 3 clusters Score -2.70304e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 192649 members 
Entering Unmasked Estep 
Score: -27030516.000000 Penalty: 6037.108398
	Iteration 27Q: 3 clusters Score -2.703052e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 192693 members 
Entering Unmasked Estep 
Score: -27030536.000000 Penalty: 6037.108398
	Iteration 28Q: 3 clusters Score -2.703054e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 192724 members 
Entering Unmasked Estep 
Score: -27030614.000000 Penalty: 6037.108398
	Iteration 29Q: 3 clusters Score -2.703061e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 192737 members 
Entering Unmasked Estep 
Score: -27030652.000000 Penalty: 6037.108398
	Iteration 30Q: 3 clusters Score -2.703065e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 192750 members 
Entering Unmasked Estep 
Score: -27030672.000000 Penalty: 6037.108398
	Iteration 31Q: 3 clusters Score -2.703067e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 192763 members 
Entering Unmasked Estep 
Score: -27030676.000000 Penalty: 6037.108398
	Iteration 32Q: 3 clusters Score -2.703068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 192767 members 
Entering Unmasked Estep 
Score: -27030692.000000 Penalty: 6037.108398
	Iteration 33Q: 3 clusters Score -2.703069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 192769 members 
Entering Unmasked Estep 
Score: -27030698.000000 Penalty: 6037.108398
	Iteration 34Q: 3 clusters Score -2.70307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 192774 members 
Entering Unmasked Estep 
Score: -27030678.000000 Penalty: 6037.108398
	Iteration 35Q: 3 clusters Score -2.703068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 192776 members 
Entering Unmasked Estep 
Score: -27030692.000000 Penalty: 6037.108398
	Iteration 36Q: 3 clusters Score -2.703069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 192777 members 
Entering Unmasked Estep 
Score: -27030684.000000 Penalty: 6037.108398
	Iteration 37Q: 3 clusters Score -2.703068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 192779 members 
Entering Unmasked Estep 
Score: -27030692.000000 Penalty: 6037.108398
	Iteration 38Q: 3 clusters Score -2.703069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 192782 members 
Entering Unmasked Estep 
Score: -27030690.000000 Penalty: 6037.108398
	Iteration 39Q: 3 clusters Score -2.703069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 192783 members 
Entering Unmasked Estep 
Score: -27030694.000000 Penalty: 6037.108398
	Iteration 40F: 3 clusters Score -2.703069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 192784 members 
Entering Unmasked Estep 
Score: -27030690.000000 Penalty: 6037.108398
	Iteration 41Q: 3 clusters Score -2.703069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 192787 members 
Entering Unmasked Estep 
Score: -27030724.000000 Penalty: 6037.108398
	Iteration 42Q: 3 clusters Score -2.703072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 192786 members 
Entering Unmasked Estep 
Score: -27030718.000000 Penalty: 6037.108398
	Iteration 43Q: 3 clusters Score -2.703072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 192787 members 
Entering Unmasked Estep 
Score: -27030712.000000 Penalty: 6037.108398
	Iteration 44Q: 3 clusters Score -2.703071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 192786 members 
Entering Unmasked Estep 
Score: -27030710.000000 Penalty: 6037.108398
	Iteration 45Q: 3 clusters Score -2.703071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 192786 members 
Entering Unmasked Estep 
Score: -27030710.000000 Penalty: 6037.108398
	Iteration 46F: 3 clusters Score -2.703071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Entering Unmasked Estep 
Score: -3179925.250000 Penalty: 2488.102539
	Iteration 0F: 2 clusters Score -3179925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -3163949.250000 Penalty: 4976.205078
	Iteration 0F: 3 clusters Score -3163949 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -3169391.000000 Penalty: 4976.205078
	Iteration 1F: 3 clusters Score -3169391 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -3169788.500000 Penalty: 4976.205078
	Iteration 2F: 3 clusters Score -3169788 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -3170112.000000 Penalty: 4976.205078
	Iteration 3Q: 3 clusters Score -3170112 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -3170405.250000 Penalty: 4976.205078
	Iteration 4Q: 3 clusters Score -3170405 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3170683.500000 Penalty: 4976.205078
	Iteration 5Q: 3 clusters Score -3170684 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -3170959.750000 Penalty: 4976.205078
	Iteration 6Q: 3 clusters Score -3170960 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -3171224.250000 Penalty: 4976.205078
	Iteration 7Q: 3 clusters Score -3171224 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -3171574.250000 Penalty: 4976.205078
	Iteration 8Q: 3 clusters Score -3171574 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -3172017.250000 Penalty: 4976.205078
	Iteration 9Q: 3 clusters Score -3172017 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3172530.750000 Penalty: 4976.205078
	Iteration 10Q: 3 clusters Score -3172531 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -3173190.750000 Penalty: 4976.205078
	Iteration 11Q: 3 clusters Score -3173191 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -3173962.250000 Penalty: 4976.205078
	Iteration 12F: 3 clusters Score -3173962 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -3174773.750000 Penalty: 4976.205078
	Iteration 13Q: 3 clusters Score -3174774 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -3175583.000000 Penalty: 4976.205078
	Iteration 14Q: 3 clusters Score -3175583 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -3176317.000000 Penalty: 4976.205078
	Iteration 15Q: 3 clusters Score -3176317 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3176881.250000 Penalty: 4976.205078
	Iteration 16Q: 3 clusters Score -3176881 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3177241.500000 Penalty: 4976.205078
	Iteration 17Q: 3 clusters Score -3177242 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3177462.250000 Penalty: 4976.205078
	Iteration 18Q: 3 clusters Score -3177462 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3177611.000000 Penalty: 4976.205078
	Iteration 19Q: 3 clusters Score -3177611 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3177701.250000 Penalty: 4976.205078
	Iteration 20F: 3 clusters Score -3177701 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3177766.000000 Penalty: 4976.205078
	Iteration 21Q: 3 clusters Score -3177766 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3177809.750000 Penalty: 4976.205078
	Iteration 22Q: 3 clusters Score -3177810 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3177836.000000 Penalty: 4976.205078
	Iteration 23Q: 3 clusters Score -3177836 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3177861.750000 Penalty: 4976.205078
	Iteration 24Q: 3 clusters Score -3177862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3177884.500000 Penalty: 4976.205078
	Iteration 25Q: 3 clusters Score -3177884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3177899.250000 Penalty: 4976.205078
	Iteration 26Q: 3 clusters Score -3177899 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3177912.750000 Penalty: 4976.205078
	Iteration 27Q: 3 clusters Score -3177913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3177921.750000 Penalty: 4976.205078
	Iteration 28Q: 3 clusters Score -3177922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3177938.250000 Penalty: 4976.205078
	Iteration 29Q: 3 clusters Score -3177938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3177953.750000 Penalty: 4976.205078
	Iteration 30Q: 3 clusters Score -3177954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3177959.000000 Penalty: 4976.205078
	Iteration 31Q: 3 clusters Score -3177959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3177959.750000 Penalty: 4976.205078
	Iteration 32Q: 3 clusters Score -3177960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3177957.750000 Penalty: 4976.205078
	Iteration 33Q: 3 clusters Score -3177958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3177966.750000 Penalty: 4976.205078
	Iteration 34Q: 3 clusters Score -3177967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3177969.500000 Penalty: 4976.205078
	Iteration 35Q: 3 clusters Score -3177970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3177969.250000 Penalty: 4976.205078
	Iteration 36Q: 3 clusters Score -3177969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3177968.750000 Penalty: 4976.205078
	Iteration 37Q: 3 clusters Score -3177969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3177975.250000 Penalty: 4976.205078
	Iteration 38Q: 3 clusters Score -3177975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3177972.000000 Penalty: 4976.205078
	Iteration 39Q: 3 clusters Score -3177972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3177972.000000 Penalty: 4976.205078
	Iteration 40F: 3 clusters Score -3177972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -125901.078125 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -125901.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -123985.445312 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -123985.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -124304.843750 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -124304.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -124512.656250 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -124512.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -124695.875000 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -124695.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -124857.656250 Penalty: 3419.756348
	Iteration 4F: 3 clusters Score -124857.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -124979.031250 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -124979 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -125069.062500 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -125069.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -125150.085938 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -125150.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -125273.335938 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -125273.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -125329.687500 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -125329.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -125390.460938 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -125390.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -125424.890625 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -125424.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -125456.664062 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -125456.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -125509.109375 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -125509.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -125533.156250 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -125533.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -125587.734375 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -125587.7 nChanged 15
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: -125689.601562 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -125689.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -125905.750000 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -125905.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -126066.187500 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -126066.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -126124.625000 Penalty: 3419.756348
	Iteration 19Q: 3 clusters Score -126124.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -126133.820312 Penalty: 3419.756348
	Iteration 20F: 3 clusters Score -126133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -126136.539062 Penalty: 3419.756348
	Iteration 21Q: 3 clusters Score -126136.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -126136.539062 Penalty: 3419.756348
	Iteration 22F: 3 clusters Score -126136.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 8231 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 143136 members 
Mstep: Class 6 contains 193221 members 
Mstep: Class 7 contains 22758 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 215085 members 
Mstep: Class 10 contains 173369 members 
Mstep: Class 11 contains 52223 members 
Mstep: Class 12 contains 25366 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 4000 members 
Mstep: Class 17 contains 42755 members 
Mstep: Class 18 contains 11621 members 
Mstep: Class 19 contains 14741 members 
Mstep: Class 20 contains 80580 members 
Mstep: Class 21 contains 1500 members 
Entering Unmasked Estep 
Score: -135801872.000000 Penalty: 68511.132812
Splitting cluster 8 changes total score from -135803296.000000 to -135801872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (215085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215085 members 
Entering Unmasked Estep 
Score: -29606116.000000 Penalty: 3045.139648
	Iteration 0F: 2 clusters Score -2.960612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107387 members 
Mstep: Class 2 contains 107698 members 
Entering Unmasked Estep 
Score: -29462036.000000 Penalty: 6090.279297
	Iteration 0F: 3 clusters Score -2.946204e+07 nChanged 103510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104041 members 
Mstep: Class 2 contains 111044 members 
Entering Unmasked Estep 
Score: -29522046.000000 Penalty: 6090.279297
	Iteration 1F: 3 clusters Score -2.952205e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101651 members 
Mstep: Class 2 contains 113434 members 
Entering Unmasked Estep 
Score: -29523084.000000 Penalty: 6090.279297
	Iteration 2Q: 3 clusters Score -2.952308e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97866 members 
Mstep: Class 2 contains 117219 members 
Entering Unmasked Estep 
Score: -29524504.000000 Penalty: 6090.279297
	Iteration 3Q: 3 clusters Score -2.95245e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91980 members 
Mstep: Class 2 contains 123105 members 
Entering Unmasked Estep 
Score: -29526598.000000 Penalty: 6090.279297
	Iteration 4Q: 3 clusters Score -2.95266e+07 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83081 members 
Mstep: Class 2 contains 132004 members 
Entering Unmasked Estep 
Score: -29530516.000000 Penalty: 6090.279297
	Iteration 5Q: 3 clusters Score -2.953052e+07 nChanged 13056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 144870 members 
Entering Unmasked Estep 
Score: -29538006.000000 Penalty: 6090.279297
	Iteration 6F: 3 clusters Score -2.953801e+07 nChanged 17758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52505 members 
Mstep: Class 2 contains 162580 members 
Entering Unmasked Estep 
Score: -29551278.000000 Penalty: 6090.279297
	Iteration 7F: 3 clusters Score -2.955128e+07 nChanged 20260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 182838 members 
Entering Unmasked Estep 
Score: -29570116.000000 Penalty: 6090.279297
	Iteration 8F: 3 clusters Score -2.957012e+07 nChanged 17818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 200654 members 
Entering Unmasked Estep 
Score: -29588736.000000 Penalty: 6090.279297
	Iteration 9F: 3 clusters Score -2.958874e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 210604 members 
Entering Unmasked Estep 
Score: -29599050.000000 Penalty: 6090.279297
	Iteration 10Q: 3 clusters Score -2.959905e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 213900 members 
Entering Unmasked Estep 
Score: -29602336.000000 Penalty: 6090.279297
	Iteration 11Q: 3 clusters Score -2.960234e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 214647 members 
Entering Unmasked Estep 
Score: -29603064.000000 Penalty: 6090.279297
	Iteration 12Q: 3 clusters Score -2.960306e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 214790 members 
Entering Unmasked Estep 
Score: -29603262.000000 Penalty: 6090.279297
	Iteration 13Q: 3 clusters Score -2.960326e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 214823 members 
Entering Unmasked Estep 
Score: -29603334.000000 Penalty: 6090.279297
	Iteration 14Q: 3 clusters Score -2.960333e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 214837 members 
Entering Unmasked Estep 
Score: -29603380.000000 Penalty: 6090.279297
	Iteration 15Q: 3 clusters Score -2.960338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 214849 members 
Entering Unmasked Estep 
Score: -29603404.000000 Penalty: 6090.279297
	Iteration 16Q: 3 clusters Score -2.96034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 214851 members 
Entering Unmasked Estep 
Score: -29603398.000000 Penalty: 6090.279297
	Iteration 17Q: 3 clusters Score -2.96034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 214852 members 
Entering Unmasked Estep 
Score: -29603410.000000 Penalty: 6090.279297
	Iteration 18Q: 3 clusters Score -2.960341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 214852 members 
Entering Unmasked Estep 
Score: -29603396.000000 Penalty: 6090.279297
	Iteration 19Q: 3 clusters Score -2.96034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 214855 members 
Entering Unmasked Estep 
Score: -29603428.000000 Penalty: 6090.279297
	Iteration 20F: 3 clusters Score -2.960343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 214856 members 
Entering Unmasked Estep 
Score: -29603432.000000 Penalty: 6090.279297
	Iteration 21Q: 3 clusters Score -2.960343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 214857 members 
Entering Unmasked Estep 
Score: -29603430.000000 Penalty: 6090.279297
	Iteration 22Q: 3 clusters Score -2.960343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 214857 members 
Entering Unmasked Estep 
Score: -29603430.000000 Penalty: 6090.279297
	Iteration 23F: 3 clusters Score -2.960343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (173369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173369 members 
Entering Unmasked Estep 
Score: -23930624.000000 Penalty: 2991.667969
	Iteration 0F: 2 clusters Score -2.393062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86469 members 
Mstep: Class 2 contains 86900 members 
Entering Unmasked Estep 
Score: -23815914.000000 Penalty: 5983.335938
	Iteration 0F: 3 clusters Score -2.381591e+07 nChanged 82989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83122 members 
Mstep: Class 2 contains 90247 members 
Entering Unmasked Estep 
Score: -23865422.000000 Penalty: 5983.335938
	Iteration 1F: 3 clusters Score -2.386542e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80419 members 
Mstep: Class 2 contains 92950 members 
Entering Unmasked Estep 
Score: -23867554.000000 Penalty: 5983.335938
	Iteration 2Q: 3 clusters Score -2.386755e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 97085 members 
Entering Unmasked Estep 
Score: -23870728.000000 Penalty: 5983.335938
	Iteration 3Q: 3 clusters Score -2.387073e+07 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70148 members 
Mstep: Class 2 contains 103221 members 
Entering Unmasked Estep 
Score: -23875536.000000 Penalty: 5983.335938
	Iteration 4F: 3 clusters Score -2.387554e+07 nChanged 11313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61933 members 
Mstep: Class 2 contains 111436 members 
Entering Unmasked Estep 
Score: -23882388.000000 Penalty: 5983.335938
	Iteration 5F: 3 clusters Score -2.388239e+07 nChanged 12603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 121327 members 
Entering Unmasked Estep 
Score: -23890924.000000 Penalty: 5983.335938
	Iteration 6F: 3 clusters Score -2.389092e+07 nChanged 12256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 131771 members 
Entering Unmasked Estep 
Score: -23899322.000000 Penalty: 5983.335938
	Iteration 7F: 3 clusters Score -2.389932e+07 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 141608 members 
Entering Unmasked Estep 
Score: -23907022.000000 Penalty: 5983.335938
	Iteration 8F: 3 clusters Score -2.390702e+07 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 150176 members 
Entering Unmasked Estep 
Score: -23913560.000000 Penalty: 5983.335938
	Iteration 9F: 3 clusters Score -2.391356e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 157013 members 
Entering Unmasked Estep 
Score: -23918946.000000 Penalty: 5983.335938
	Iteration 10Q: 3 clusters Score -2.391895e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 161836 members 
Entering Unmasked Estep 
Score: -23922476.000000 Penalty: 5983.335938
	Iteration 11Q: 3 clusters Score -2.392248e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 164931 members 
Entering Unmasked Estep 
Score: -23924738.000000 Penalty: 5983.335938
	Iteration 12Q: 3 clusters Score -2.392474e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 166891 members 
Entering Unmasked Estep 
Score: -23926200.000000 Penalty: 5983.335938
	Iteration 13Q: 3 clusters Score -2.39262e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 168114 members 
Entering Unmasked Estep 
Score: -23926930.000000 Penalty: 5983.335938
	Iteration 14Q: 3 clusters Score -2.392693e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 168933 members 
Entering Unmasked Estep 
Score: -23927362.000000 Penalty: 5983.335938
	Iteration 15Q: 3 clusters Score -2.392736e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 169512 members 
Entering Unmasked Estep 
Score: -23927608.000000 Penalty: 5983.335938
	Iteration 16Q: 3 clusters Score -2.392761e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 169950 members 
Entering Unmasked Estep 
Score: -23927866.000000 Penalty: 5983.335938
	Iteration 17Q: 3 clusters Score -2.392787e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 170262 members 
Entering Unmasked Estep 
Score: -23928028.000000 Penalty: 5983.335938
	Iteration 18Q: 3 clusters Score -2.392803e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 170524 members 
Entering Unmasked Estep 
Score: -23928136.000000 Penalty: 5983.335938
	Iteration 19Q: 3 clusters Score -2.392814e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 170723 members 
Entering Unmasked Estep 
Score: -23928226.000000 Penalty: 5983.335938
	Iteration 20F: 3 clusters Score -2.392823e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 170895 members 
Entering Unmasked Estep 
Score: -23928288.000000 Penalty: 5983.335938
	Iteration 21Q: 3 clusters Score -2.392829e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 171033 members 
Entering Unmasked Estep 
Score: -23928338.000000 Penalty: 5983.335938
	Iteration 22Q: 3 clusters Score -2.392834e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 171130 members 
Entering Unmasked Estep 
Score: -23928378.000000 Penalty: 5983.335938
	Iteration 23Q: 3 clusters Score -2.392838e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 171216 members 
Entering Unmasked Estep 
Score: -23928382.000000 Penalty: 5983.335938
	Iteration 24Q: 3 clusters Score -2.392838e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 171289 members 
Entering Unmasked Estep 
Score: -23928426.000000 Penalty: 5983.335938
	Iteration 25Q: 3 clusters Score -2.392843e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 171356 members 
Entering Unmasked Estep 
Score: -23928418.000000 Penalty: 5983.335938
	Iteration 26Q: 3 clusters Score -2.392842e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 171428 members 
Entering Unmasked Estep 
Score: -23928468.000000 Penalty: 5983.335938
	Iteration 27Q: 3 clusters Score -2.392847e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 171481 members 
Entering Unmasked Estep 
Score: -23928482.000000 Penalty: 5983.335938
	Iteration 28Q: 3 clusters Score -2.392848e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 171530 members 
Entering Unmasked Estep 
Score: -23928496.000000 Penalty: 5983.335938
	Iteration 29Q: 3 clusters Score -2.39285e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 171565 members 
Entering Unmasked Estep 
Score: -23928532.000000 Penalty: 5983.335938
	Iteration 30Q: 3 clusters Score -2.392853e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 171593 members 
Entering Unmasked Estep 
Score: -23928548.000000 Penalty: 5983.335938
	Iteration 31Q: 3 clusters Score -2.392855e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 171616 members 
Entering Unmasked Estep 
Score: -23928542.000000 Penalty: 5983.335938
	Iteration 32Q: 3 clusters Score -2.392854e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 171642 members 
Entering Unmasked Estep 
Score: -23928538.000000 Penalty: 5983.335938
	Iteration 33Q: 3 clusters Score -2.392854e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 171663 members 
Entering Unmasked Estep 
Score: -23928532.000000 Penalty: 5983.335938
	Iteration 34Q: 3 clusters Score -2.392853e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 171684 members 
Entering Unmasked Estep 
Score: -23928564.000000 Penalty: 5983.335938
	Iteration 35Q: 3 clusters Score -2.392856e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 171701 members 
Entering Unmasked Estep 
Score: -23928558.000000 Penalty: 5983.335938
	Iteration 36Q: 3 clusters Score -2.392856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 171715 members 
Entering Unmasked Estep 
Score: -23928548.000000 Penalty: 5983.335938
	Iteration 37Q: 3 clusters Score -2.392855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 171726 members 
Entering Unmasked Estep 
Score: -23928552.000000 Penalty: 5983.335938
	Iteration 38Q: 3 clusters Score -2.392855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 171731 members 
Entering Unmasked Estep 
Score: -23928570.000000 Penalty: 5983.335938
	Iteration 39Q: 3 clusters Score -2.392857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 171736 members 
Entering Unmasked Estep 
Score: -23928546.000000 Penalty: 5983.335938
	Iteration 40F: 3 clusters Score -2.392855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 171737 members 
Entering Unmasked Estep 
Score: -23928544.000000 Penalty: 5983.335938
	Iteration 41Q: 3 clusters Score -2.392854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 171740 members 
Entering Unmasked Estep 
Score: -23928544.000000 Penalty: 5983.335938
	Iteration 42Q: 3 clusters Score -2.392854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 171739 members 
Entering Unmasked Estep 
Score: -23928546.000000 Penalty: 5983.335938
	Iteration 43Q: 3 clusters Score -2.392855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 171738 members 
Entering Unmasked Estep 
Score: -23928548.000000 Penalty: 5983.335938
	Iteration 44Q: 3 clusters Score -2.392855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 171741 members 
Entering Unmasked Estep 
Score: -23928548.000000 Penalty: 5983.335938
	Iteration 45Q: 3 clusters Score -2.392855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 171742 members 
Entering Unmasked Estep 
Score: -23928554.000000 Penalty: 5983.335938
	Iteration 46Q: 3 clusters Score -2.392855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 171743 members 
Entering Unmasked Estep 
Score: -23928562.000000 Penalty: 5983.335938
	Iteration 47Q: 3 clusters Score -2.392856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 171745 members 
Entering Unmasked Estep 
Score: -23928552.000000 Penalty: 5983.335938
	Iteration 48Q: 3 clusters Score -2.392855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 171747 members 
Entering Unmasked Estep 
Score: -23928556.000000 Penalty: 5983.335938
	Iteration 49Q: 3 clusters Score -2.392856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 171749 members 
Entering Unmasked Estep 
Score: -23928562.000000 Penalty: 5983.335938
	Iteration 50Q: 3 clusters Score -2.392856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 171752 members 
Entering Unmasked Estep 
Score: -23928570.000000 Penalty: 5983.335938
	Iteration 51Q: 3 clusters Score -2.392857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 171752 members 
Entering Unmasked Estep 
Score: -23928570.000000 Penalty: 5983.335938
	Iteration 52F: 3 clusters Score -2.392857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Entering Unmasked Estep 
Score: -7050447.500000 Penalty: 2694.093018
	Iteration 0F: 2 clusters Score -7050448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -7015342.000000 Penalty: 5388.186035
	Iteration 0F: 3 clusters Score -7015342 nChanged 23954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -7028645.000000 Penalty: 5388.186035
	Iteration 1F: 3 clusters Score -7028645 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -7029256.000000 Penalty: 5388.186035
	Iteration 2Q: 3 clusters Score -7029256 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -7029791.500000 Penalty: 5388.186035
	Iteration 3Q: 3 clusters Score -7029792 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -7030307.500000 Penalty: 5388.186035
	Iteration 4Q: 3 clusters Score -7030308 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -7030776.500000 Penalty: 5388.186035
	Iteration 5Q: 3 clusters Score -7030776 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -7031292.500000 Penalty: 5388.186035
	Iteration 6Q: 3 clusters Score -7031292 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -7031950.000000 Penalty: 5388.186035
	Iteration 7Q: 3 clusters Score -7031950 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -7032683.500000 Penalty: 5388.186035
	Iteration 8Q: 3 clusters Score -7032684 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -7033607.000000 Penalty: 5388.186035
	Iteration 9Q: 3 clusters Score -7033607 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -7034858.500000 Penalty: 5388.186035
	Iteration 10Q: 3 clusters Score -7034858 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -7036503.000000 Penalty: 5388.186035
	Iteration 11F: 3 clusters Score -7036503 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -7038486.500000 Penalty: 5388.186035
	Iteration 12F: 3 clusters Score -7038486 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -7040983.000000 Penalty: 5388.186035
	Iteration 13F: 3 clusters Score -7040983 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -7043574.500000 Penalty: 5388.186035
	Iteration 14F: 3 clusters Score -7043574 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -7045631.000000 Penalty: 5388.186035
	Iteration 15Q: 3 clusters Score -7045631 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -7046805.500000 Penalty: 5388.186035
	Iteration 16Q: 3 clusters Score -7046806 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -7047583.000000 Penalty: 5388.186035
	Iteration 17Q: 3 clusters Score -7047583 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -7048041.500000 Penalty: 5388.186035
	Iteration 18Q: 3 clusters Score -7048042 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -7048335.500000 Penalty: 5388.186035
	Iteration 19Q: 3 clusters Score -7048336 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -7048511.500000 Penalty: 5388.186035
	Iteration 20F: 3 clusters Score -7048512 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -7048643.000000 Penalty: 5388.186035
	Iteration 21Q: 3 clusters Score -7048643 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -7048740.000000 Penalty: 5388.186035
	Iteration 22Q: 3 clusters Score -7048740 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -7048805.500000 Penalty: 5388.186035
	Iteration 23Q: 3 clusters Score -7048806 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -7048831.000000 Penalty: 5388.186035
	Iteration 24Q: 3 clusters Score -7048831 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -7048853.500000 Penalty: 5388.186035
	Iteration 25Q: 3 clusters Score -7048854 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -7048864.500000 Penalty: 5388.186035
	Iteration 26Q: 3 clusters Score -7048864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -7048876.500000 Penalty: 5388.186035
	Iteration 27Q: 3 clusters Score -7048876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -7048894.000000 Penalty: 5388.186035
	Iteration 28Q: 3 clusters Score -7048894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -7048899.500000 Penalty: 5388.186035
	Iteration 29Q: 3 clusters Score -7048900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -7048891.500000 Penalty: 5388.186035
	Iteration 30Q: 3 clusters Score -7048892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -7048888.500000 Penalty: 5388.186035
	Iteration 31Q: 3 clusters Score -7048888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -7048889.500000 Penalty: 5388.186035
	Iteration 32Q: 3 clusters Score -7048890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -7048898.500000 Penalty: 5388.186035
	Iteration 33Q: 3 clusters Score -7048898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -7048898.000000 Penalty: 5388.186035
	Iteration 34Q: 3 clusters Score -7048898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -7048898.000000 Penalty: 5388.186035
	Iteration 35Q: 3 clusters Score -7048898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -7048910.500000 Penalty: 5388.186035
	Iteration 36Q: 3 clusters Score -7048910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -7048912.500000 Penalty: 5388.186035
	Iteration 37Q: 3 clusters Score -7048912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 49708 members 
Entering Unmasked Estep 
Score: -7048910.000000 Penalty: 5388.186035
	Iteration 38Q: 3 clusters Score -7048910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 49714 members 
Entering Unmasked Estep 
Score: -7048905.500000 Penalty: 5388.186035
	Iteration 39Q: 3 clusters Score -7048906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -7048901.500000 Penalty: 5388.186035
	Iteration 40F: 3 clusters Score -7048902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -7048915.500000 Penalty: 5388.186035
	Iteration 41Q: 3 clusters Score -7048916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -7048911.000000 Penalty: 5388.186035
	Iteration 42Q: 3 clusters Score -7048911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -7048904.000000 Penalty: 5388.186035
	Iteration 43Q: 3 clusters Score -7048904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -7048914.000000 Penalty: 5388.186035
	Iteration 44Q: 3 clusters Score -7048914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -7048909.500000 Penalty: 5388.186035
	Iteration 45Q: 3 clusters Score -7048910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -7048910.500000 Penalty: 5388.186035
	Iteration 46Q: 3 clusters Score -7048910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -7048910.000000 Penalty: 5388.186035
	Iteration 47Q: 3 clusters Score -7048910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -7048909.500000 Penalty: 5388.186035
	Iteration 48Q: 3 clusters Score -7048910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -7048916.000000 Penalty: 5388.186035
	Iteration 49Q: 3 clusters Score -7048916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -7048908.500000 Penalty: 5388.186035
	Iteration 50Q: 3 clusters Score -7048908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -7048902.000000 Penalty: 5388.186035
	Iteration 51Q: 3 clusters Score -7048902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -7048909.000000 Penalty: 5388.186035
	Iteration 52Q: 3 clusters Score -7048909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -7048905.000000 Penalty: 5388.186035
	Iteration 53Q: 3 clusters Score -7048905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -7048908.000000 Penalty: 5388.186035
	Iteration 54Q: 3 clusters Score -7048908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -7048908.000000 Penalty: 5388.186035
	Iteration 55F: 3 clusters Score -7048908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Entering Unmasked Estep 
Score: -3555129.750000 Penalty: 2515.008789
	Iteration 0F: 2 clusters Score -3555130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -3537725.000000 Penalty: 5030.017578
	Iteration 0F: 3 clusters Score -3537725 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3543843.000000 Penalty: 5030.017578
	Iteration 1F: 3 clusters Score -3543843 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3544342.750000 Penalty: 5030.017578
	Iteration 2F: 3 clusters Score -3544343 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3544853.000000 Penalty: 5030.017578
	Iteration 3Q: 3 clusters Score -3544853 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -3545338.000000 Penalty: 5030.017578
	Iteration 4Q: 3 clusters Score -3545338 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3545773.750000 Penalty: 5030.017578
	Iteration 5Q: 3 clusters Score -3545774 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3546219.500000 Penalty: 5030.017578
	Iteration 6Q: 3 clusters Score -3546220 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3546677.000000 Penalty: 5030.017578
	Iteration 7Q: 3 clusters Score -3546677 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -3547166.250000 Penalty: 5030.017578
	Iteration 8Q: 3 clusters Score -3547166 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -3547701.000000 Penalty: 5030.017578
	Iteration 9Q: 3 clusters Score -3547701 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3548285.250000 Penalty: 5030.017578
	Iteration 10Q: 3 clusters Score -3548285 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3548879.500000 Penalty: 5030.017578
	Iteration 11Q: 3 clusters Score -3548880 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3549474.500000 Penalty: 5030.017578
	Iteration 12Q: 3 clusters Score -3549474 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -3550059.250000 Penalty: 5030.017578
	Iteration 13Q: 3 clusters Score -3550059 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -3550429.750000 Penalty: 5030.017578
	Iteration 14Q: 3 clusters Score -3550430 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3550690.500000 Penalty: 5030.017578
	Iteration 15Q: 3 clusters Score -3550690 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3550856.500000 Penalty: 5030.017578
	Iteration 16Q: 3 clusters Score -3550856 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -3550919.250000 Penalty: 5030.017578
	Iteration 17Q: 3 clusters Score -3550919 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -3550967.500000 Penalty: 5030.017578
	Iteration 18Q: 3 clusters Score -3550968 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -3551010.250000 Penalty: 5030.017578
	Iteration 19Q: 3 clusters Score -3551010 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -3551036.000000 Penalty: 5030.017578
	Iteration 20F: 3 clusters Score -3551036 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -3551051.000000 Penalty: 5030.017578
	Iteration 21Q: 3 clusters Score -3551051 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -3551060.750000 Penalty: 5030.017578
	Iteration 22Q: 3 clusters Score -3551061 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -3551069.250000 Penalty: 5030.017578
	Iteration 23Q: 3 clusters Score -3551069 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -3551094.000000 Penalty: 5030.017578
	Iteration 24Q: 3 clusters Score -3551094 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -3551112.250000 Penalty: 5030.017578
	Iteration 25Q: 3 clusters Score -3551112 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3551138.500000 Penalty: 5030.017578
	Iteration 26Q: 3 clusters Score -3551138 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -3551152.750000 Penalty: 5030.017578
	Iteration 27Q: 3 clusters Score -3551153 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -3551168.500000 Penalty: 5030.017578
	Iteration 28Q: 3 clusters Score -3551168 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -3551193.750000 Penalty: 5030.017578
	Iteration 29Q: 3 clusters Score -3551194 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3551218.500000 Penalty: 5030.017578
	Iteration 30Q: 3 clusters Score -3551218 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3551246.000000 Penalty: 5030.017578
	Iteration 31Q: 3 clusters Score -3551246 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -3551264.500000 Penalty: 5030.017578
	Iteration 32Q: 3 clusters Score -3551264 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3551286.000000 Penalty: 5030.017578
	Iteration 33Q: 3 clusters Score -3551286 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3551310.250000 Penalty: 5030.017578
	Iteration 34Q: 3 clusters Score -3551310 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -3551341.500000 Penalty: 5030.017578
	Iteration 35Q: 3 clusters Score -3551342 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -3551373.250000 Penalty: 5030.017578
	Iteration 36Q: 3 clusters Score -3551373 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -3551401.250000 Penalty: 5030.017578
	Iteration 37Q: 3 clusters Score -3551401 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -3551443.000000 Penalty: 5030.017578
	Iteration 38Q: 3 clusters Score -3551443 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3551474.000000 Penalty: 5030.017578
	Iteration 39Q: 3 clusters Score -3551474 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -3551491.000000 Penalty: 5030.017578
	Iteration 40F: 3 clusters Score -3551491 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -3551513.000000 Penalty: 5030.017578
	Iteration 41Q: 3 clusters Score -3551513 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3551553 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3551560 nChanged 123
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Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3551622.500000 Penalty: 5030.017578
	Iteration 45Q: 3 clusters Score -3551622 nChanged 108
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Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3551640 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3551658 nChanged 84
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Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3551674 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3551684 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3551708 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3551733 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3551750 nChanged 70
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Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3551765 nChanged 51
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Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3551763 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3551767 nChanged 54
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Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3551779 nChanged 47
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Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3551780 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3551796 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3551795 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3551802 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3551808 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3551814 nChanged 48
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Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3551816 nChanged 52
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Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3551830 nChanged 50
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Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -3551831.250000 Penalty: 5030.017578
	Iteration 65Q: 3 clusters Score -3551831 nChanged 55
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Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3551836 nChanged 45
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Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3551845 nChanged 34
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Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3551848 nChanged 41
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Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3551849 nChanged 40
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Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3551859 nChanged 38
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Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3551862 nChanged 36
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Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3551863 nChanged 32
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Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3551874 nChanged 34
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Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3551874 nChanged 36
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Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3551873 nChanged 23
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Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3551876 nChanged 17
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Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3551878 nChanged 18
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Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3551878 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3551884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3551885 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3551890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3551893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3551896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3551897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -3551901.250000 Penalty: 5030.017578
	Iteration 86Q: 3 clusters Score -3551901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3551908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3551906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3551902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3551907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3551906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3551905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3551903 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3551906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3551907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3551905 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3551902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3551904 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3551900 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3551901 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3551897 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3551908 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3551907 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3551908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -3551913.000000 Penalty: 5030.017578
	Iteration 105Q: 3 clusters Score -3551913 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -3551915.750000 Penalty: 5030.017578
	Iteration 106Q: 3 clusters Score -3551916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -3551919.500000 Penalty: 5030.017578
	Iteration 107Q: 3 clusters Score -3551920 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -3551921.000000 Penalty: 5030.017578
	Iteration 108Q: 3 clusters Score -3551921 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -3551925.250000 Penalty: 5030.017578
	Iteration 109Q: 3 clusters Score -3551925 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -3551923.000000 Penalty: 5030.017578
	Iteration 110Q: 3 clusters Score -3551923 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -3551927.000000 Penalty: 5030.017578
	Iteration 111Q: 3 clusters Score -3551927 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -3551926.000000 Penalty: 5030.017578
	Iteration 112Q: 3 clusters Score -3551926 nChanged 26
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Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -3551933.250000 Penalty: 5030.017578
	Iteration 113Q: 3 clusters Score -3551933 nChanged 29
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Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -3551938.500000 Penalty: 5030.017578
	Iteration 114Q: 3 clusters Score -3551938 nChanged 29
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Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3551932 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -3551945.750000 Penalty: 5030.017578
	Iteration 116Q: 3 clusters Score -3551946 nChanged 36
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Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3551946 nChanged 36
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Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3551945 nChanged 40
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Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 20219 members 
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	Iteration 119Q: 3 clusters Score -3551951 nChanged 36
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Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3551954 nChanged 28
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Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3551958 nChanged 30
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Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 20311 members 
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	Iteration 122Q: 3 clusters Score -3551972 nChanged 32
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Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3551976 nChanged 31
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Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3551978 nChanged 25
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3551982 nChanged 32
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Mstep: Class 1 contains 4939 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3551984 nChanged 37
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3551985 nChanged 30
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Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3551996 nChanged 32
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Mstep: Class 1 contains 4844 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3552002 nChanged 36
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Mstep: Class 2 contains 20556 members 
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	Iteration 130Q: 3 clusters Score -3552007 nChanged 29
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3552008 nChanged 19
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Entering Unmasked Estep 
Score: -3552022.750000 Penalty: 5030.017578
	Iteration 132Q: 3 clusters Score -3552023 nChanged 24
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3552030 nChanged 30
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3552027 nChanged 25
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Entering Unmasked Estep 
Score: -3552021.250000 Penalty: 5030.017578
	Iteration 135Q: 3 clusters Score -3552021 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -3552021.500000 Penalty: 5030.017578
	Iteration 136Q: 3 clusters Score -3552022 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3552042 nChanged 27
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Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -3552038.500000 Penalty: 5030.017578
	Iteration 139Q: 3 clusters Score -3552038 nChanged 29
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Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -3552045.250000 Penalty: 5030.017578
	Iteration 140F: 3 clusters Score -3552045 nChanged 31
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Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3552054 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4490 members 
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Entering Unmasked Estep 
Score: -3552059.750000 Penalty: 5030.017578
	Iteration 142Q: 3 clusters Score -3552060 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -3552061.250000 Penalty: 5030.017578
	Iteration 143Q: 3 clusters Score -3552061 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -3552067.500000 Penalty: 5030.017578
	Iteration 144Q: 3 clusters Score -3552068 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3552070 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -3552084.000000 Penalty: 5030.017578
	Iteration 146Q: 3 clusters Score -3552084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3552091.250000 Penalty: 5030.017578
	Iteration 147Q: 3 clusters Score -3552091 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3552105.250000 Penalty: 5030.017578
	Iteration 148Q: 3 clusters Score -3552105 nChanged 64
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Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3552110 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -3552128.750000 Penalty: 5030.017578
	Iteration 150Q: 3 clusters Score -3552129 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -3552147.250000 Penalty: 5030.017578
	Iteration 151Q: 3 clusters Score -3552147 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -3552150.500000 Penalty: 5030.017578
	Iteration 152Q: 3 clusters Score -3552150 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -3552169.750000 Penalty: 5030.017578
	Iteration 153Q: 3 clusters Score -3552170 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -3552183.000000 Penalty: 5030.017578
	Iteration 154Q: 3 clusters Score -3552183 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -3552197.500000 Penalty: 5030.017578
	Iteration 155Q: 3 clusters Score -3552198 nChanged 69
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Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -3552219.000000 Penalty: 5030.017578
	Iteration 156Q: 3 clusters Score -3552219 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -3552224.500000 Penalty: 5030.017578
	Iteration 157Q: 3 clusters Score -3552224 nChanged 56
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Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3552237 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -3552256.000000 Penalty: 5030.017578
	Iteration 159Q: 3 clusters Score -3552256 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -3552270.750000 Penalty: 5030.017578
	Iteration 160F: 3 clusters Score -3552271 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -3552280.750000 Penalty: 5030.017578
	Iteration 161Q: 3 clusters Score -3552281 nChanged 47
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Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -3552293.250000 Penalty: 5030.017578
	Iteration 162Q: 3 clusters Score -3552293 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -3552299.250000 Penalty: 5030.017578
	Iteration 163Q: 3 clusters Score -3552299 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -3552322.000000 Penalty: 5030.017578
	Iteration 164Q: 3 clusters Score -3552322 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -3552330.250000 Penalty: 5030.017578
	Iteration 165Q: 3 clusters Score -3552330 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -3552342.750000 Penalty: 5030.017578
	Iteration 166Q: 3 clusters Score -3552343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -3552355.000000 Penalty: 5030.017578
	Iteration 167Q: 3 clusters Score -3552355 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -3552363.250000 Penalty: 5030.017578
	Iteration 168Q: 3 clusters Score -3552363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -3552369.250000 Penalty: 5030.017578
	Iteration 169Q: 3 clusters Score -3552369 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3552371 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
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Entering Unmasked Estep 
Score: -3552383.000000 Penalty: 5030.017578
	Iteration 171Q: 3 clusters Score -3552383 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3552388 nChanged 33
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Mstep: Class 1 contains 2890 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3552389 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3552395 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
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Entering Unmasked Estep 
Score: -3552404.750000 Penalty: 5030.017578
	Iteration 175Q: 3 clusters Score -3552405 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3552406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -3552412.000000 Penalty: 5030.017578
	Iteration 177Q: 3 clusters Score -3552412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -3552425.500000 Penalty: 5030.017578
	Iteration 178Q: 3 clusters Score -3552426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3552434.750000 Penalty: 5030.017578
	Iteration 179Q: 3 clusters Score -3552435 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3552446.750000 Penalty: 5030.017578
	Iteration 180F: 3 clusters Score -3552447 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -3552456.000000 Penalty: 5030.017578
	Iteration 181Q: 3 clusters Score -3552456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3552470 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2520 members 
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Entering Unmasked Estep 
Score: -3552472.250000 Penalty: 5030.017578
	Iteration 183Q: 3 clusters Score -3552472 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
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Entering Unmasked Estep 
Score: -3552487.500000 Penalty: 5030.017578
	Iteration 184Q: 3 clusters Score -3552488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3552492.250000 Penalty: 5030.017578
	Iteration 185Q: 3 clusters Score -3552492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3552502.750000 Penalty: 5030.017578
	Iteration 186Q: 3 clusters Score -3552503 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -3552511 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 23080 members 
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Score: -3552526.000000 Penalty: 5030.017578
	Iteration 188Q: 3 clusters Score -3552526 nChanged 60
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Mstep: Class 1 contains 2228 members 
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Entering Unmasked Estep 
Score: -3552539.500000 Penalty: 5030.017578
	Iteration 189Q: 3 clusters Score -3552540 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3552547 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -3552563.000000 Penalty: 5030.017578
	Iteration 191Q: 3 clusters Score -3552563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
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Entering Unmasked Estep 
Score: -3552575.500000 Penalty: 5030.017578
	Iteration 192Q: 3 clusters Score -3552576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
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Entering Unmasked Estep 
Score: -3552589.500000 Penalty: 5030.017578
	Iteration 193Q: 3 clusters Score -3552590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
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Entering Unmasked Estep 
Score: -3552608.250000 Penalty: 5030.017578
	Iteration 194Q: 3 clusters Score -3552608 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -3552621.500000 Penalty: 5030.017578
	Iteration 195Q: 3 clusters Score -3552622 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -3552633.750000 Penalty: 5030.017578
	Iteration 196Q: 3 clusters Score -3552634 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -3552649.250000 Penalty: 5030.017578
	Iteration 197Q: 3 clusters Score -3552649 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3552676.750000 Penalty: 5030.017578
	Iteration 198Q: 3 clusters Score -3552677 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -3552694.000000 Penalty: 5030.017578
	Iteration 199Q: 3 clusters Score -3552694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3552701.500000 Penalty: 5030.017578
	Iteration 200F: 3 clusters Score -3552702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -3552713.750000 Penalty: 5030.017578
	Iteration 201Q: 3 clusters Score -3552714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3552731.500000 Penalty: 5030.017578
	Iteration 202Q: 3 clusters Score -3552732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3552748.750000 Penalty: 5030.017578
	Iteration 203Q: 3 clusters Score -3552749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3552761.250000 Penalty: 5030.017578
	Iteration 204Q: 3 clusters Score -3552761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -3552767.000000 Penalty: 5030.017578
	Iteration 205Q: 3 clusters Score -3552767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3552766.500000 Penalty: 5030.017578
	Iteration 206Q: 3 clusters Score -3552766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3552779.000000 Penalty: 5030.017578
	Iteration 207Q: 3 clusters Score -3552779 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -3552792.750000 Penalty: 5030.017578
	Iteration 208Q: 3 clusters Score -3552793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -3552800.750000 Penalty: 5030.017578
	Iteration 209Q: 3 clusters Score -3552801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -3552806.000000 Penalty: 5030.017578
	Iteration 210Q: 3 clusters Score -3552806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -3552804.750000 Penalty: 5030.017578
	Iteration 211Q: 3 clusters Score -3552805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3552816.500000 Penalty: 5030.017578
	Iteration 212Q: 3 clusters Score -3552816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3552819.250000 Penalty: 5030.017578
	Iteration 213Q: 3 clusters Score -3552819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -3552825.250000 Penalty: 5030.017578
	Iteration 214Q: 3 clusters Score -3552825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3552829.250000 Penalty: 5030.017578
	Iteration 215Q: 3 clusters Score -3552829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
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Entering Unmasked Estep 
Score: -3552836.750000 Penalty: 5030.017578
	Iteration 216Q: 3 clusters Score -3552837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -3552839.250000 Penalty: 5030.017578
	Iteration 217Q: 3 clusters Score -3552839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -3552847.750000 Penalty: 5030.017578
	Iteration 218Q: 3 clusters Score -3552848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -3552845.750000 Penalty: 5030.017578
	Iteration 219Q: 3 clusters Score -3552846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -3552847.500000 Penalty: 5030.017578
	Iteration 220F: 3 clusters Score -3552848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -3552852.500000 Penalty: 5030.017578
	Iteration 221Q: 3 clusters Score -3552852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3552857.250000 Penalty: 5030.017578
	Iteration 222Q: 3 clusters Score -3552857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3552853.500000 Penalty: 5030.017578
	Iteration 223Q: 3 clusters Score -3552854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3552853.000000 Penalty: 5030.017578
	Iteration 224Q: 3 clusters Score -3552853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -3552864.750000 Penalty: 5030.017578
	Iteration 225Q: 3 clusters Score -3552865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -3552868.000000 Penalty: 5030.017578
	Iteration 226Q: 3 clusters Score -3552868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3552879.000000 Penalty: 5030.017578
	Iteration 227Q: 3 clusters Score -3552879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -3552875.750000 Penalty: 5030.017578
	Iteration 228Q: 3 clusters Score -3552876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3552886.500000 Penalty: 5030.017578
	Iteration 229Q: 3 clusters Score -3552886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -3552891.250000 Penalty: 5030.017578
	Iteration 230Q: 3 clusters Score -3552891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -3552896.500000 Penalty: 5030.017578
	Iteration 231Q: 3 clusters Score -3552896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -3552891.750000 Penalty: 5030.017578
	Iteration 232Q: 3 clusters Score -3552892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -3552898.500000 Penalty: 5030.017578
	Iteration 233Q: 3 clusters Score -3552898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -3552901.250000 Penalty: 5030.017578
	Iteration 234Q: 3 clusters Score -3552901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3552897.000000 Penalty: 5030.017578
	Iteration 235Q: 3 clusters Score -3552897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -3552900.000000 Penalty: 5030.017578
	Iteration 236Q: 3 clusters Score -3552900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -3552901.500000 Penalty: 5030.017578
	Iteration 237Q: 3 clusters Score -3552902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -3552901.500000 Penalty: 5030.017578
	Iteration 238F: 3 clusters Score -3552902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -96177.406250 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -96177.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94604.320312 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -94604.32 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -95442.335938 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -95442.34 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -96407.929688 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -96407.93 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -97084.320312 Penalty: 3332.630615
	Iteration 3F: 3 clusters Score -97084.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -97369.210938 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -97369.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -97579.328125 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -97579.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -97886.367188 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -97886.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -98063.960938 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -98063.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -98116.640625 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -98116.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -98242.992188 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -98242.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -98315.890625 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -98315.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -98318.570312 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -98318.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -98318.570312 Penalty: 3332.630615
	Iteration 12F: 3 clusters Score -98318.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 8231 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 143136 members 
Mstep: Class 6 contains 193221 members 
Mstep: Class 7 contains 22758 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 215085 members 
Mstep: Class 10 contains 173369 members 
Mstep: Class 11 contains 52223 members 
Mstep: Class 12 contains 25366 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 235 members 
Mstep: Class 15 contains 4000 members 
Mstep: Class 17 contains 42755 members 
Mstep: Class 18 contains 11621 members 
Mstep: Class 19 contains 14741 members 
Mstep: Class 20 contains 80580 members 
Mstep: Class 21 contains 1500 members 
Entering Unmasked Estep 
Score: -135803648.000000 Penalty: 68511.132812
Splitting cluster 13 changes total score from -135803296.000000 to -135803648.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 15 (4000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Entering Unmasked Estep 
Score: -525191.687500 Penalty: 2056.924316
	Iteration 0F: 2 clusters Score -525191.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -521293.281250 Penalty: 4113.848633
	Iteration 0F: 3 clusters Score -521293.3 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -522160.562500 Penalty: 4113.848633
	Iteration 1F: 3 clusters Score -522160.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -522328.375000 Penalty: 4113.848633
	Iteration 2F: 3 clusters Score -522328.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -522421.875000 Penalty: 4113.848633
	Iteration 3Q: 3 clusters Score -522421.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -522520.062500 Penalty: 4113.848633
	Iteration 4Q: 3 clusters Score -522520.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -522650.593750 Penalty: 4113.848633
	Iteration 5Q: 3 clusters Score -522650.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -522790.875000 Penalty: 4113.848633
	Iteration 6Q: 3 clusters Score -522790.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -522959.406250 Penalty: 4113.848633
	Iteration 7Q: 3 clusters Score -522959.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -523135.312500 Penalty: 4113.848633
	Iteration 8Q: 3 clusters Score -523135.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -523292.593750 Penalty: 4113.848633
	Iteration 9Q: 3 clusters Score -523292.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -523411.875000 Penalty: 4113.848633
	Iteration 10Q: 3 clusters Score -523411.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -523500.750000 Penalty: 4113.848633
	Iteration 11Q: 3 clusters Score -523500.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -523576.843750 Penalty: 4113.848633
	Iteration 12Q: 3 clusters Score -523576.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -523640.031250 Penalty: 4113.848633
	Iteration 13Q: 3 clusters Score -523640 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -523679.937500 Penalty: 4113.848633
	Iteration 14Q: 3 clusters Score -523679.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -523711.218750 Penalty: 4113.848633
	Iteration 15Q: 3 clusters Score -523711.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -523738.437500 Penalty: 4113.848633
	Iteration 16Q: 3 clusters Score -523738.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -523763.531250 Penalty: 4113.848633
	Iteration 17Q: 3 clusters Score -523763.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -523786.093750 Penalty: 4113.848633
	Iteration 18Q: 3 clusters Score -523786.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -523802.906250 Penalty: 4113.848633
	Iteration 19Q: 3 clusters Score -523802.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -523821.312500 Penalty: 4113.848633
	Iteration 20F: 3 clusters Score -523821.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -523839.468750 Penalty: 4113.848633
	Iteration 21Q: 3 clusters Score -523839.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -523854.406250 Penalty: 4113.848633
	Iteration 22Q: 3 clusters Score -523854.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -523862.093750 Penalty: 4113.848633
	Iteration 23Q: 3 clusters Score -523862.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -523867.500000 Penalty: 4113.848633
	Iteration 24Q: 3 clusters Score -523867.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -523870.593750 Penalty: 4113.848633
	Iteration 25Q: 3 clusters Score -523870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -523872.750000 Penalty: 4113.848633
	Iteration 26Q: 3 clusters Score -523872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -523876.812500 Penalty: 4113.848633
	Iteration 27Q: 3 clusters Score -523876.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -523880.562500 Penalty: 4113.848633
	Iteration 28Q: 3 clusters Score -523880.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -523883.843750 Penalty: 4113.848633
	Iteration 29Q: 3 clusters Score -523883.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -523885.093750 Penalty: 4113.848633
	Iteration 30Q: 3 clusters Score -523885.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -523887.343750 Penalty: 4113.848633
	Iteration 31Q: 3 clusters Score -523887.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -523889.125000 Penalty: 4113.848633
	Iteration 32Q: 3 clusters Score -523889.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -523890.343750 Penalty: 4113.848633
	Iteration 33Q: 3 clusters Score -523890.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -523892.687500 Penalty: 4113.848633
	Iteration 34Q: 3 clusters Score -523892.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -523896.250000 Penalty: 4113.848633
	Iteration 35Q: 3 clusters Score -523896.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -523898.468750 Penalty: 4113.848633
	Iteration 36Q: 3 clusters Score -523898.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -523901.906250 Penalty: 4113.848633
	Iteration 37Q: 3 clusters Score -523901.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -523904.687500 Penalty: 4113.848633
	Iteration 38Q: 3 clusters Score -523904.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -523904.750000 Penalty: 4113.848633
	Iteration 39Q: 3 clusters Score -523904.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -523904.750000 Penalty: 4113.848633
	Iteration 40F: 3 clusters Score -523904.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Entering Unmasked Estep 
Score: -5787497.000000 Penalty: 2644.483887
	Iteration 0F: 2 clusters Score -5787497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -5758743.000000 Penalty: 5288.967773
	Iteration 0F: 3 clusters Score -5758743 nChanged 19650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -5769333.000000 Penalty: 5288.967773
	Iteration 1F: 3 clusters Score -5769333 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -5769877.000000 Penalty: 5288.967773
	Iteration 2Q: 3 clusters Score -5769877 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -5770496.000000 Penalty: 5288.967773
	Iteration 3Q: 3 clusters Score -5770496 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -5771096.500000 Penalty: 5288.967773
	Iteration 4Q: 3 clusters Score -5771096 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -5771817.000000 Penalty: 5288.967773
	Iteration 5Q: 3 clusters Score -5771817 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -5772769.000000 Penalty: 5288.967773
	Iteration 6Q: 3 clusters Score -5772769 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -5773992.000000 Penalty: 5288.967773
	Iteration 7Q: 3 clusters Score -5773992 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -5775504.000000 Penalty: 5288.967773
	Iteration 8F: 3 clusters Score -5775504 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -5777256.000000 Penalty: 5288.967773
	Iteration 9F: 3 clusters Score -5777256 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -5779203.000000 Penalty: 5288.967773
	Iteration 10F: 3 clusters Score -5779203 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -5780982.500000 Penalty: 5288.967773
	Iteration 11F: 3 clusters Score -5780982 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -5782420.000000 Penalty: 5288.967773
	Iteration 12Q: 3 clusters Score -5782420 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -5783398.500000 Penalty: 5288.967773
	Iteration 13Q: 3 clusters Score -5783398 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -5784061.500000 Penalty: 5288.967773
	Iteration 14Q: 3 clusters Score -5784062 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -5784473.000000 Penalty: 5288.967773
	Iteration 15Q: 3 clusters Score -5784473 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -5784742.000000 Penalty: 5288.967773
	Iteration 16Q: 3 clusters Score -5784742 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -5784928.000000 Penalty: 5288.967773
	Iteration 17Q: 3 clusters Score -5784928 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -5785041.500000 Penalty: 5288.967773
	Iteration 18Q: 3 clusters Score -5785042 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -5785121.500000 Penalty: 5288.967773
	Iteration 19Q: 3 clusters Score -5785122 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -5785177.000000 Penalty: 5288.967773
	Iteration 20F: 3 clusters Score -5785177 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -5785244.500000 Penalty: 5288.967773
	Iteration 21Q: 3 clusters Score -5785244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -5785280.500000 Penalty: 5288.967773
	Iteration 22Q: 3 clusters Score -5785280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -5785308.000000 Penalty: 5288.967773
	Iteration 23Q: 3 clusters Score -5785308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -5785327.000000 Penalty: 5288.967773
	Iteration 24Q: 3 clusters Score -5785327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -5785334.000000 Penalty: 5288.967773
	Iteration 25Q: 3 clusters Score -5785334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -5785341.500000 Penalty: 5288.967773
	Iteration 26Q: 3 clusters Score -5785342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -5785351.500000 Penalty: 5288.967773
	Iteration 27Q: 3 clusters Score -5785352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -5785356.500000 Penalty: 5288.967773
	Iteration 28Q: 3 clusters Score -5785356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -5785358.000000 Penalty: 5288.967773
	Iteration 29Q: 3 clusters Score -5785358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -5785372.000000 Penalty: 5288.967773
	Iteration 30Q: 3 clusters Score -5785372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -5785370.000000 Penalty: 5288.967773
	Iteration 31Q: 3 clusters Score -5785370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -5785364.500000 Penalty: 5288.967773
	Iteration 32Q: 3 clusters Score -5785364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -5785371.500000 Penalty: 5288.967773
	Iteration 33Q: 3 clusters Score -5785372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -5785371.500000 Penalty: 5288.967773
	Iteration 34Q: 3 clusters Score -5785372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -5785369.500000 Penalty: 5288.967773
	Iteration 35Q: 3 clusters Score -5785370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -5785370.000000 Penalty: 5288.967773
	Iteration 36Q: 3 clusters Score -5785370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -5785371.500000 Penalty: 5288.967773
	Iteration 37Q: 3 clusters Score -5785372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -5785374.500000 Penalty: 5288.967773
	Iteration 38Q: 3 clusters Score -5785374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -5785370.000000 Penalty: 5288.967773
	Iteration 39Q: 3 clusters Score -5785370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -5785374.000000 Penalty: 5288.967773
	Iteration 40F: 3 clusters Score -5785374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -5785378.500000 Penalty: 5288.967773
	Iteration 41Q: 3 clusters Score -5785378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -5785380.000000 Penalty: 5288.967773
	Iteration 42Q: 3 clusters Score -5785380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -5785380.000000 Penalty: 5288.967773
	Iteration 43F: 3 clusters Score -5785380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Entering Unmasked Estep 
Score: -1636115.500000 Penalty: 2321.421143
	Iteration 0F: 2 clusters Score -1636116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1627410.000000 Penalty: 4642.842285
	Iteration 0F: 3 clusters Score -1627410 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1629947.375000 Penalty: 4642.842285
	Iteration 1F: 3 clusters Score -1629947 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1630260.875000 Penalty: 4642.842285
	Iteration 2F: 3 clusters Score -1630261 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1630501.375000 Penalty: 4642.842285
	Iteration 3Q: 3 clusters Score -1630501 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1630697.500000 Penalty: 4642.842285
	Iteration 4Q: 3 clusters Score -1630698 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1630882.750000 Penalty: 4642.842285
	Iteration 5Q: 3 clusters Score -1630883 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1631099.125000 Penalty: 4642.842285
	Iteration 6Q: 3 clusters Score -1631099 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1631356.875000 Penalty: 4642.842285
	Iteration 7Q: 3 clusters Score -1631357 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1631691.875000 Penalty: 4642.842285
	Iteration 8Q: 3 clusters Score -1631692 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1632088.250000 Penalty: 4642.842285
	Iteration 9Q: 3 clusters Score -1632088 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1632515.625000 Penalty: 4642.842285
	Iteration 10Q: 3 clusters Score -1632516 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1632948.875000 Penalty: 4642.842285
	Iteration 11Q: 3 clusters Score -1632949 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1633324.125000 Penalty: 4642.842285
	Iteration 12Q: 3 clusters Score -1633324 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1633610.875000 Penalty: 4642.842285
	Iteration 13Q: 3 clusters Score -1633611 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1633819.875000 Penalty: 4642.842285
	Iteration 14Q: 3 clusters Score -1633820 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1633957.750000 Penalty: 4642.842285
	Iteration 15Q: 3 clusters Score -1633958 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1634037.375000 Penalty: 4642.842285
	Iteration 16Q: 3 clusters Score -1634037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1634077.125000 Penalty: 4642.842285
	Iteration 17Q: 3 clusters Score -1634077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1634097.625000 Penalty: 4642.842285
	Iteration 18Q: 3 clusters Score -1634098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1634105.125000 Penalty: 4642.842285
	Iteration 19Q: 3 clusters Score -1634105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1634122.125000 Penalty: 4642.842285
	Iteration 20F: 3 clusters Score -1634122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1634138.500000 Penalty: 4642.842285
	Iteration 21Q: 3 clusters Score -1634138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1634150.500000 Penalty: 4642.842285
	Iteration 22Q: 3 clusters Score -1634150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1634160.250000 Penalty: 4642.842285
	Iteration 23Q: 3 clusters Score -1634160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1634162.125000 Penalty: 4642.842285
	Iteration 24Q: 3 clusters Score -1634162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1634160.500000 Penalty: 4642.842285
	Iteration 25Q: 3 clusters Score -1634160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1634160.500000 Penalty: 4642.842285
	Iteration 26F: 3 clusters Score -1634160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Entering Unmasked Estep 
Score: -1945780.625000 Penalty: 2380.400146
	Iteration 0F: 2 clusters Score -1945781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1935044.375000 Penalty: 4760.800293
	Iteration 0F: 3 clusters Score -1935044 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1938671.875000 Penalty: 4760.800293
	Iteration 1F: 3 clusters Score -1938672 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1939265.875000 Penalty: 4760.800293
	Iteration 2F: 3 clusters Score -1939266 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1939917.250000 Penalty: 4760.800293
	Iteration 3F: 3 clusters Score -1939917 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1940620.875000 Penalty: 4760.800293
	Iteration 4F: 3 clusters Score -1940621 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1941249.625000 Penalty: 4760.800293
	Iteration 5F: 3 clusters Score -1941250 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1941767.625000 Penalty: 4760.800293
	Iteration 6F: 3 clusters Score -1941768 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1942184.500000 Penalty: 4760.800293
	Iteration 7F: 3 clusters Score -1942184 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1942512.875000 Penalty: 4760.800293
	Iteration 8Q: 3 clusters Score -1942513 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1942730.250000 Penalty: 4760.800293
	Iteration 9Q: 3 clusters Score -1942730 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1942874.625000 Penalty: 4760.800293
	Iteration 10Q: 3 clusters Score -1942875 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1942952.250000 Penalty: 4760.800293
	Iteration 11Q: 3 clusters Score -1942952 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1943011.250000 Penalty: 4760.800293
	Iteration 12Q: 3 clusters Score -1943011 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1943053.125000 Penalty: 4760.800293
	Iteration 13Q: 3 clusters Score -1943053 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1943078.500000 Penalty: 4760.800293
	Iteration 14Q: 3 clusters Score -1943078 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1943106.625000 Penalty: 4760.800293
	Iteration 15Q: 3 clusters Score -1943107 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1943122.500000 Penalty: 4760.800293
	Iteration 16Q: 3 clusters Score -1943122 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1943134.750000 Penalty: 4760.800293
	Iteration 17Q: 3 clusters Score -1943135 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1943147.875000 Penalty: 4760.800293
	Iteration 18Q: 3 clusters Score -1943148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1943154.500000 Penalty: 4760.800293
	Iteration 19Q: 3 clusters Score -1943154 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1943165.750000 Penalty: 4760.800293
	Iteration 20F: 3 clusters Score -1943166 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1943178.000000 Penalty: 4760.800293
	Iteration 21Q: 3 clusters Score -1943178 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1943189.875000 Penalty: 4760.800293
	Iteration 22Q: 3 clusters Score -1943190 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1943199.500000 Penalty: 4760.800293
	Iteration 23Q: 3 clusters Score -1943200 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1943215.375000 Penalty: 4760.800293
	Iteration 24Q: 3 clusters Score -1943215 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1943244.125000 Penalty: 4760.800293
	Iteration 25Q: 3 clusters Score -1943244 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1943271.625000 Penalty: 4760.800293
	Iteration 26Q: 3 clusters Score -1943272 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1943312.250000 Penalty: 4760.800293
	Iteration 27Q: 3 clusters Score -1943312 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1943355.875000 Penalty: 4760.800293
	Iteration 28Q: 3 clusters Score -1943356 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1943437.500000 Penalty: 4760.800293
	Iteration 29Q: 3 clusters Score -1943438 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1943528.500000 Penalty: 4760.800293
	Iteration 30Q: 3 clusters Score -1943528 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1943663.500000 Penalty: 4760.800293
	Iteration 31Q: 3 clusters Score -1943664 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1943794.375000 Penalty: 4760.800293
	Iteration 32Q: 3 clusters Score -1943794 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1943912.625000 Penalty: 4760.800293
	Iteration 33Q: 3 clusters Score -1943913 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1944036.000000 Penalty: 4760.800293
	Iteration 34Q: 3 clusters Score -1944036 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1944131.250000 Penalty: 4760.800293
	Iteration 35Q: 3 clusters Score -1944131 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1944204.500000 Penalty: 4760.800293
	Iteration 36Q: 3 clusters Score -1944204 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1944263.625000 Penalty: 4760.800293
	Iteration 37Q: 3 clusters Score -1944264 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1944304.125000 Penalty: 4760.800293
	Iteration 38Q: 3 clusters Score -1944304 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1944336.250000 Penalty: 4760.800293
	Iteration 39Q: 3 clusters Score -1944336 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1944364.125000 Penalty: 4760.800293
	Iteration 40F: 3 clusters Score -1944364 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1944383.875000 Penalty: 4760.800293
	Iteration 41Q: 3 clusters Score -1944384 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1944402.000000 Penalty: 4760.800293
	Iteration 42Q: 3 clusters Score -1944402 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1944417.625000 Penalty: 4760.800293
	Iteration 43Q: 3 clusters Score -1944418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1944432.500000 Penalty: 4760.800293
	Iteration 44Q: 3 clusters Score -1944432 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1944448.000000 Penalty: 4760.800293
	Iteration 45Q: 3 clusters Score -1944448 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1944456.875000 Penalty: 4760.800293
	Iteration 46Q: 3 clusters Score -1944457 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1944466.000000 Penalty: 4760.800293
	Iteration 47Q: 3 clusters Score -1944466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1944481.000000 Penalty: 4760.800293
	Iteration 48Q: 3 clusters Score -1944481 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1944489.875000 Penalty: 4760.800293
	Iteration 49Q: 3 clusters Score -1944490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1944498.375000 Penalty: 4760.800293
	Iteration 50Q: 3 clusters Score -1944498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1944500.875000 Penalty: 4760.800293
	Iteration 51Q: 3 clusters Score -1944501 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1944511.250000 Penalty: 4760.800293
	Iteration 52Q: 3 clusters Score -1944511 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1944521.000000 Penalty: 4760.800293
	Iteration 53Q: 3 clusters Score -1944521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1944521.625000 Penalty: 4760.800293
	Iteration 54Q: 3 clusters Score -1944522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1944531.250000 Penalty: 4760.800293
	Iteration 55Q: 3 clusters Score -1944531 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1944539.375000 Penalty: 4760.800293
	Iteration 56Q: 3 clusters Score -1944539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1944543.250000 Penalty: 4760.800293
	Iteration 57Q: 3 clusters Score -1944543 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1944547.375000 Penalty: 4760.800293
	Iteration 58Q: 3 clusters Score -1944547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1944552.875000 Penalty: 4760.800293
	Iteration 59Q: 3 clusters Score -1944553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1944553.500000 Penalty: 4760.800293
	Iteration 60F: 3 clusters Score -1944554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1944560.625000 Penalty: 4760.800293
	Iteration 61Q: 3 clusters Score -1944561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1944563.625000 Penalty: 4760.800293
	Iteration 62Q: 3 clusters Score -1944564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1944573.125000 Penalty: 4760.800293
	Iteration 63Q: 3 clusters Score -1944573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1944570.125000 Penalty: 4760.800293
	Iteration 64Q: 3 clusters Score -1944570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1944572.125000 Penalty: 4760.800293
	Iteration 65Q: 3 clusters Score -1944572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1944573.125000 Penalty: 4760.800293
	Iteration 66Q: 3 clusters Score -1944573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1944579.250000 Penalty: 4760.800293
	Iteration 67Q: 3 clusters Score -1944579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1944586.000000 Penalty: 4760.800293
	Iteration 68Q: 3 clusters Score -1944586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1944600.250000 Penalty: 4760.800293
	Iteration 69Q: 3 clusters Score -1944600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1944602.625000 Penalty: 4760.800293
	Iteration 70Q: 3 clusters Score -1944603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1944607.375000 Penalty: 4760.800293
	Iteration 71Q: 3 clusters Score -1944607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1944614.125000 Penalty: 4760.800293
	Iteration 72Q: 3 clusters Score -1944614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1944614.000000 Penalty: 4760.800293
	Iteration 73Q: 3 clusters Score -1944614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1944612.375000 Penalty: 4760.800293
	Iteration 74Q: 3 clusters Score -1944612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1944610.500000 Penalty: 4760.800293
	Iteration 75Q: 3 clusters Score -1944610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1944615.625000 Penalty: 4760.800293
	Iteration 76Q: 3 clusters Score -1944616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1944612.875000 Penalty: 4760.800293
	Iteration 77Q: 3 clusters Score -1944613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1944620.000000 Penalty: 4760.800293
	Iteration 78Q: 3 clusters Score -1944620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1944623.500000 Penalty: 4760.800293
	Iteration 79Q: 3 clusters Score -1944624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1944631.875000 Penalty: 4760.800293
	Iteration 80F: 3 clusters Score -1944632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1944631.875000 Penalty: 4760.800293
	Iteration 81Q: 3 clusters Score -1944632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1944630.500000 Penalty: 4760.800293
	Iteration 82Q: 3 clusters Score -1944630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1944631.750000 Penalty: 4760.800293
	Iteration 83Q: 3 clusters Score -1944632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1944639.000000 Penalty: 4760.800293
	Iteration 84Q: 3 clusters Score -1944639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1944640.375000 Penalty: 4760.800293
	Iteration 85Q: 3 clusters Score -1944640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1944639.125000 Penalty: 4760.800293
	Iteration 86Q: 3 clusters Score -1944639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1944646.625000 Penalty: 4760.800293
	Iteration 87Q: 3 clusters Score -1944647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1944645.500000 Penalty: 4760.800293
	Iteration 88Q: 3 clusters Score -1944646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1944647.250000 Penalty: 4760.800293
	Iteration 89Q: 3 clusters Score -1944647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1944648.250000 Penalty: 4760.800293
	Iteration 90Q: 3 clusters Score -1944648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1944652.750000 Penalty: 4760.800293
	Iteration 91Q: 3 clusters Score -1944653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1944654.625000 Penalty: 4760.800293
	Iteration 92Q: 3 clusters Score -1944655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1944658.500000 Penalty: 4760.800293
	Iteration 93Q: 3 clusters Score -1944658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1944654.750000 Penalty: 4760.800293
	Iteration 94Q: 3 clusters Score -1944655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1944652.500000 Penalty: 4760.800293
	Iteration 95Q: 3 clusters Score -1944652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1944657.125000 Penalty: 4760.800293
	Iteration 96Q: 3 clusters Score -1944657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1944657.125000 Penalty: 4760.800293
	Iteration 97Q: 3 clusters Score -1944657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1944654.500000 Penalty: 4760.800293
	Iteration 98Q: 3 clusters Score -1944654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1944652.500000 Penalty: 4760.800293
	Iteration 99Q: 3 clusters Score -1944652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1944653.375000 Penalty: 4760.800293
	Iteration 100F: 3 clusters Score -1944653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1944657.000000 Penalty: 4760.800293
	Iteration 101Q: 3 clusters Score -1944657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1944658.500000 Penalty: 4760.800293
	Iteration 102Q: 3 clusters Score -1944658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1944661.500000 Penalty: 4760.800293
	Iteration 103Q: 3 clusters Score -1944662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1944659.875000 Penalty: 4760.800293
	Iteration 104Q: 3 clusters Score -1944660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1944659.875000 Penalty: 4760.800293
	Iteration 105F: 3 clusters Score -1944660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (80580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80580 members 
Entering Unmasked Estep 
Score: -11220451.000000 Penalty: 2801.657471
	Iteration 0F: 2 clusters Score -1.122045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -11166351.000000 Penalty: 5603.314941
	Iteration 0F: 3 clusters Score -1.116635e+07 nChanged 37873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -11188030.000000 Penalty: 5603.314941
	Iteration 1F: 3 clusters Score -1.118803e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -11188821.000000 Penalty: 5603.314941
	Iteration 2Q: 3 clusters Score -1.118882e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -11189523.000000 Penalty: 5603.314941
	Iteration 3Q: 3 clusters Score -1.118952e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -11190280.000000 Penalty: 5603.314941
	Iteration 4Q: 3 clusters Score -1.119028e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -11191734.000000 Penalty: 5603.314941
	Iteration 5Q: 3 clusters Score -1.119173e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -11193786.000000 Penalty: 5603.314941
	Iteration 6Q: 3 clusters Score -1.119379e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -11196906.000000 Penalty: 5603.314941
	Iteration 7F: 3 clusters Score -1.119691e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -11201371.000000 Penalty: 5603.314941
	Iteration 8F: 3 clusters Score -1.120137e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -11206403.000000 Penalty: 5603.314941
	Iteration 9F: 3 clusters Score -1.12064e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 65344 members 
Entering Unmasked Estep 
Score: -11211278.000000 Penalty: 5603.314941
	Iteration 10F: 3 clusters Score -1.121128e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 68508 members 
Entering Unmasked Estep 
Score: -11214901.000000 Penalty: 5603.314941
	Iteration 11Q: 3 clusters Score -1.12149e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 70307 members 
Entering Unmasked Estep 
Score: -11216878.000000 Penalty: 5603.314941
	Iteration 12Q: 3 clusters Score -1.121688e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 71348 members 
Entering Unmasked Estep 
Score: -11217840.000000 Penalty: 5603.314941
	Iteration 13Q: 3 clusters Score -1.121784e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 72069 members 
Entering Unmasked Estep 
Score: -11218332.000000 Penalty: 5603.314941
	Iteration 14Q: 3 clusters Score -1.121833e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 72633 members 
Entering Unmasked Estep 
Score: -11218625.000000 Penalty: 5603.314941
	Iteration 15Q: 3 clusters Score -1.121862e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 73074 members 
Entering Unmasked Estep 
Score: -11218842.000000 Penalty: 5603.314941
	Iteration 16Q: 3 clusters Score -1.121884e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 73470 members 
Entering Unmasked Estep 
Score: -11218941.000000 Penalty: 5603.314941
	Iteration 17Q: 3 clusters Score -1.121894e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -11219036.000000 Penalty: 5603.314941
	Iteration 18Q: 3 clusters Score -1.121904e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -11219144.000000 Penalty: 5603.314941
	Iteration 19Q: 3 clusters Score -1.121914e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -11219178.000000 Penalty: 5603.314941
	Iteration 20F: 3 clusters Score -1.121918e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -11219234.000000 Penalty: 5603.314941
	Iteration 21Q: 3 clusters Score -1.121923e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 74732 members 
Entering Unmasked Estep 
Score: -11219286.000000 Penalty: 5603.314941
	Iteration 22Q: 3 clusters Score -1.121929e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 74896 members 
Entering Unmasked Estep 
Score: -11219307.000000 Penalty: 5603.314941
	Iteration 23Q: 3 clusters Score -1.121931e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 75046 members 
Entering Unmasked Estep 
Score: -11219345.000000 Penalty: 5603.314941
	Iteration 24Q: 3 clusters Score -1.121934e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 75166 members 
Entering Unmasked Estep 
Score: -11219389.000000 Penalty: 5603.314941
	Iteration 25Q: 3 clusters Score -1.121939e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 75256 members 
Entering Unmasked Estep 
Score: -11219392.000000 Penalty: 5603.314941
	Iteration 26Q: 3 clusters Score -1.121939e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 75326 members 
Entering Unmasked Estep 
Score: -11219398.000000 Penalty: 5603.314941
	Iteration 27Q: 3 clusters Score -1.12194e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 75383 members 
Entering Unmasked Estep 
Score: -11219413.000000 Penalty: 5603.314941
	Iteration 28Q: 3 clusters Score -1.121941e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 75437 members 
Entering Unmasked Estep 
Score: -11219434.000000 Penalty: 5603.314941
	Iteration 29Q: 3 clusters Score -1.121943e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 75511 members 
Entering Unmasked Estep 
Score: -11219423.000000 Penalty: 5603.314941
	Iteration 30Q: 3 clusters Score -1.121942e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 75574 members 
Entering Unmasked Estep 
Score: -11219429.000000 Penalty: 5603.314941
	Iteration 31Q: 3 clusters Score -1.121943e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -11219422.000000 Penalty: 5603.314941
	Iteration 32Q: 3 clusters Score -1.121942e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 75685 members 
Entering Unmasked Estep 
Score: -11219438.000000 Penalty: 5603.314941
	Iteration 33Q: 3 clusters Score -1.121944e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 75738 members 
Entering Unmasked Estep 
Score: -11219442.000000 Penalty: 5603.314941
	Iteration 34Q: 3 clusters Score -1.121944e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 75778 members 
Entering Unmasked Estep 
Score: -11219452.000000 Penalty: 5603.314941
	Iteration 35Q: 3 clusters Score -1.121945e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 75805 members 
Entering Unmasked Estep 
Score: -11219455.000000 Penalty: 5603.314941
	Iteration 36Q: 3 clusters Score -1.121946e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 75832 members 
Entering Unmasked Estep 
Score: -11219459.000000 Penalty: 5603.314941
	Iteration 37Q: 3 clusters Score -1.121946e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 75856 members 
Entering Unmasked Estep 
Score: -11219444.000000 Penalty: 5603.314941
	Iteration 38Q: 3 clusters Score -1.121944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 75878 members 
Entering Unmasked Estep 
Score: -11219451.000000 Penalty: 5603.314941
	Iteration 39Q: 3 clusters Score -1.121945e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -11219458.000000 Penalty: 5603.314941
	Iteration 40F: 3 clusters Score -1.121946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -11219454.000000 Penalty: 5603.314941
	Iteration 41Q: 3 clusters Score -1.121945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 75925 members 
Entering Unmasked Estep 
Score: -11219457.000000 Penalty: 5603.314941
	Iteration 42Q: 3 clusters Score -1.121946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 75936 members 
Entering Unmasked Estep 
Score: -11219460.000000 Penalty: 5603.314941
	Iteration 43Q: 3 clusters Score -1.121946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 75949 members 
Entering Unmasked Estep 
Score: -11219457.000000 Penalty: 5603.314941
	Iteration 44Q: 3 clusters Score -1.121946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 75960 members 
Entering Unmasked Estep 
Score: -11219464.000000 Penalty: 5603.314941
	Iteration 45Q: 3 clusters Score -1.121946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 75970 members 
Entering Unmasked Estep 
Score: -11219460.000000 Penalty: 5603.314941
	Iteration 46Q: 3 clusters Score -1.121946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 75980 members 
Entering Unmasked Estep 
Score: -11219452.000000 Penalty: 5603.314941
	Iteration 47Q: 3 clusters Score -1.121945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 75989 members 
Entering Unmasked Estep 
Score: -11219457.000000 Penalty: 5603.314941
	Iteration 48Q: 3 clusters Score -1.121946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 75997 members 
Entering Unmasked Estep 
Score: -11219459.000000 Penalty: 5603.314941
	Iteration 49Q: 3 clusters Score -1.121946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 76005 members 
Entering Unmasked Estep 
Score: -11219458.000000 Penalty: 5603.314941
	Iteration 50Q: 3 clusters Score -1.121946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 76012 members 
Entering Unmasked Estep 
Score: -11219458.000000 Penalty: 5603.314941
	Iteration 51Q: 3 clusters Score -1.121946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 76022 members 
Entering Unmasked Estep 
Score: -11219473.000000 Penalty: 5603.314941
	Iteration 52Q: 3 clusters Score -1.121947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 76034 members 
Entering Unmasked Estep 
Score: -11219476.000000 Penalty: 5603.314941
	Iteration 53Q: 3 clusters Score -1.121948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 76044 members 
Entering Unmasked Estep 
Score: -11219478.000000 Penalty: 5603.314941
	Iteration 54Q: 3 clusters Score -1.121948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -11219466.000000 Penalty: 5603.314941
	Iteration 55Q: 3 clusters Score -1.121947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 76068 members 
Entering Unmasked Estep 
Score: -11219467.000000 Penalty: 5603.314941
	Iteration 56Q: 3 clusters Score -1.121947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 76077 members 
Entering Unmasked Estep 
Score: -11219455.000000 Penalty: 5603.314941
	Iteration 57Q: 3 clusters Score -1.121946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 76091 members 
Entering Unmasked Estep 
Score: -11219466.000000 Penalty: 5603.314941
	Iteration 58Q: 3 clusters Score -1.121947e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 76107 members 
Entering Unmasked Estep 
Score: -11219478.000000 Penalty: 5603.314941
	Iteration 59Q: 3 clusters Score -1.121948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 76122 members 
Entering Unmasked Estep 
Score: -11219471.000000 Penalty: 5603.314941
	Iteration 60F: 3 clusters Score -1.121947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 76134 members 
Entering Unmasked Estep 
Score: -11219485.000000 Penalty: 5603.314941
	Iteration 61Q: 3 clusters Score -1.121948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -11219482.000000 Penalty: 5603.314941
	Iteration 62Q: 3 clusters Score -1.121948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 76156 members 
Entering Unmasked Estep 
Score: -11219490.000000 Penalty: 5603.314941
	Iteration 63Q: 3 clusters Score -1.121949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 76167 members 
Entering Unmasked Estep 
Score: -11219503.000000 Penalty: 5603.314941
	Iteration 64Q: 3 clusters Score -1.12195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 76179 members 
Entering Unmasked Estep 
Score: -11219506.000000 Penalty: 5603.314941
	Iteration 65Q: 3 clusters Score -1.121951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 76192 members 
Entering Unmasked Estep 
Score: -11219507.000000 Penalty: 5603.314941
	Iteration 66Q: 3 clusters Score -1.121951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 76198 members 
Entering Unmasked Estep 
Score: -11219500.000000 Penalty: 5603.314941
	Iteration 67Q: 3 clusters Score -1.12195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 76202 members 
Entering Unmasked Estep 
Score: -11219500.000000 Penalty: 5603.314941
	Iteration 68Q: 3 clusters Score -1.12195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -11219490.000000 Penalty: 5603.314941
	Iteration 69Q: 3 clusters Score -1.121949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 76214 members 
Entering Unmasked Estep 
Score: -11219495.000000 Penalty: 5603.314941
	Iteration 70Q: 3 clusters Score -1.12195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 76217 members 
Entering Unmasked Estep 
Score: -11219500.000000 Penalty: 5603.314941
	Iteration 71Q: 3 clusters Score -1.12195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 76219 members 
Entering Unmasked Estep 
Score: -11219503.000000 Penalty: 5603.314941
	Iteration 72Q: 3 clusters Score -1.12195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -11219502.000000 Penalty: 5603.314941
	Iteration 73Q: 3 clusters Score -1.12195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -11219502.000000 Penalty: 5603.314941
	Iteration 74F: 3 clusters Score -1.12195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Entering Unmasked Estep 
Score: -189478.421875 Penalty: 1813.678711
	Iteration 0F: 2 clusters Score -189478.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -187296.093750 Penalty: 3627.357422
	Iteration 0F: 3 clusters Score -187296.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -187940.828125 Penalty: 3627.357422
	Iteration 1F: 3 clusters Score -187940.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -188527.656250 Penalty: 3627.357422
	Iteration 2F: 3 clusters Score -188527.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -189092.203125 Penalty: 3627.357422
	Iteration 3F: 3 clusters Score -189092.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -189628.515625 Penalty: 3627.357422
	Iteration 4F: 3 clusters Score -189628.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -190044.390625 Penalty: 3627.357422
	Iteration 5F: 3 clusters Score -190044.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -190379.937500 Penalty: 3627.357422
	Iteration 6F: 3 clusters Score -190379.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -190637.750000 Penalty: 3627.357422
	Iteration 7Q: 3 clusters Score -190637.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -190894.078125 Penalty: 3627.357422
	Iteration 8Q: 3 clusters Score -190894.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -191037.421875 Penalty: 3627.357422
	Iteration 9Q: 3 clusters Score -191037.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -191091.406250 Penalty: 3627.357422
	Iteration 10Q: 3 clusters Score -191091.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -191118.687500 Penalty: 3627.357422
	Iteration 11Q: 3 clusters Score -191118.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -191140.578125 Penalty: 3627.357422
	Iteration 12Q: 3 clusters Score -191140.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -191156.093750 Penalty: 3627.357422
	Iteration 13Q: 3 clusters Score -191156.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -191164.390625 Penalty: 3627.357422
	Iteration 14Q: 3 clusters Score -191164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -191165.062500 Penalty: 3627.357422
	Iteration 15Q: 3 clusters Score -191165.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -191167.203125 Penalty: 3627.357422
	Iteration 16F: 3 clusters Score -191167.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -191174.796875 Penalty: 3627.357422
	Iteration 17Q: 3 clusters Score -191174.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -191178.296875 Penalty: 3627.357422
	Iteration 18Q: 3 clusters Score -191178.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -191178.296875 Penalty: 3627.357422
	Iteration 19F: 3 clusters Score -191178.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 8231 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 143136 members 
Mstep: Class 6 contains 193221 members 
Mstep: Class 7 contains 22758 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 215085 members 
Mstep: Class 10 contains 173369 members 
Mstep: Class 11 contains 52223 members 
Mstep: Class 12 contains 25366 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 235 members 
Mstep: Class 15 contains 4000 members 
Mstep: Class 16 contains 1092 members 
Mstep: Class 17 contains 42755 members 
Mstep: Class 18 contains 11621 members 
Mstep: Class 19 contains 14741 members 
Mstep: Class 20 contains 80580 members 
Mstep: Class 21 contains 408 members 
Entering Unmasked Estep 
Score: -135803824.000000 Penalty: 71936.695312
Splitting cluster 21 changes total score from -135803296.000000 to -135803824.000000
So it's getting split into cluster 16.
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 8231 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 143136 members 
Mstep: Class 6 contains 193221 members 
Mstep: Class 7 contains 22758 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 215085 members 
Mstep: Class 10 contains 173369 members 
Mstep: Class 11 contains 52223 members 
Mstep: Class 12 contains 25366 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 15 contains 4000 members 
Mstep: Class 17 contains 42755 members 
Mstep: Class 18 contains 11621 members 
Mstep: Class 19 contains 14741 members 
Mstep: Class 20 contains 80580 members 
Mstep: Class 21 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804608.000000 Penalty: 71936.695312
Iteration 79Q: 22 clusters Score -1.358046e+08 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3155 members 
Mstep: Class 3 contains 8244 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 143138 members 
Mstep: Class 6 contains 193090 members 
Mstep: Class 7 contains 22572 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 219786 members 
Mstep: Class 10 contains 169112 members 
Mstep: Class 11 contains 51950 members 
Mstep: Class 12 contains 25353 members 
Mstep: Class 13 contains 615 members 
Mstep: Class 14 contains 235 members 
Mstep: Class 15 contains 4011 members 
Mstep: Class 16 contains 1093 members 
Mstep: Class 17 contains 42725 members 
Mstep: Class 18 contains 11604 members 
Mstep: Class 19 contains 14780 members 
Mstep: Class 20 contains 80691 members 
Mstep: Class 21 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135805568.000000 Penalty: 71936.695312
Iteration 80F: 22 clusters Score -1.358056e+08 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3163 members 
Mstep: Class 3 contains 8258 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 143237 members 
Mstep: Class 6 contains 192939 members 
Mstep: Class 7 contains 22388 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 224859 members 
Mstep: Class 10 contains 164499 members 
Mstep: Class 11 contains 51575 members 
Mstep: Class 12 contains 25324 members 
Mstep: Class 13 contains 613 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 4030 members 
Mstep: Class 16 contains 1117 members 
Mstep: Class 17 contains 42698 members 
Mstep: Class 18 contains 11625 members 
Mstep: Class 19 contains 14828 members 
Mstep: Class 20 contains 80741 members 
Mstep: Class 21 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135806576.000000 Penalty: 71936.695312
Iteration 81Q: 22 clusters Score -1.358066e+08 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3175 members 
Mstep: Class 3 contains 8273 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 143330 members 
Mstep: Class 6 contains 192804 members 
Mstep: Class 7 contains 22243 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 230131 members 
Mstep: Class 10 contains 159768 members 
Mstep: Class 11 contains 51159 members 
Mstep: Class 12 contains 25292 members 
Mstep: Class 13 contains 613 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 4046 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 42657 members 
Mstep: Class 18 contains 11643 members 
Mstep: Class 19 contains 14875 members 
Mstep: Class 20 contains 80767 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135807232.000000 Penalty: 71936.695312
Iteration 82Q: 22 clusters Score -1.358072e+08 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3175 members 
Mstep: Class 3 contains 8280 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 143547 members 
Mstep: Class 6 contains 192743 members 
Mstep: Class 7 contains 22116 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 235328 members 
Mstep: Class 10 contains 154938 members 
Mstep: Class 11 contains 50717 members 
Mstep: Class 12 contains 25258 members 
Mstep: Class 13 contains 614 members 
Mstep: Class 14 contains 280 members 
Mstep: Class 15 contains 4067 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 42632 members 
Mstep: Class 18 contains 11676 members 
Mstep: Class 19 contains 14916 members 
Mstep: Class 20 contains 80769 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135807968.000000 Penalty: 71936.695312
Iteration 83Q: 22 clusters Score -1.35808e+08 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3183 members 
Mstep: Class 3 contains 8297 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 143843 members 
Mstep: Class 6 contains 192730 members 
Mstep: Class 7 contains 21997 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 240339 members 
Mstep: Class 10 contains 150185 members 
Mstep: Class 11 contains 50250 members 
Mstep: Class 12 contains 25241 members 
Mstep: Class 13 contains 615 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 4102 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 42595 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 14937 members 
Mstep: Class 20 contains 80757 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135808192.000000 Penalty: 71936.695312
Iteration 84Q: 22 clusters Score -1.358082e+08 nChanged 8937
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3198 members 
Mstep: Class 3 contains 8302 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 144175 members 
Mstep: Class 6 contains 192760 members 
Mstep: Class 7 contains 21875 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 244978 members 
Mstep: Class 10 contains 145774 members 
Mstep: Class 11 contains 49722 members 
Mstep: Class 12 contains 25227 members 
Mstep: Class 13 contains 615 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 42575 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 19 contains 14985 members 
Mstep: Class 20 contains 80724 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135807520.000000 Penalty: 71936.695312
Iteration 85Q: 22 clusters Score -1.358075e+08 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 8305 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 144497 members 
Mstep: Class 6 contains 192872 members 
Mstep: Class 7 contains 21736 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 249230 members 
Mstep: Class 10 contains 141665 members 
Mstep: Class 11 contains 49165 members 
Mstep: Class 12 contains 25223 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 4211 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 42573 members 
Mstep: Class 18 contains 11761 members 
Mstep: Class 19 contains 15037 members 
Mstep: Class 20 contains 80693 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135806000.000000 Penalty: 71936.695312
Iteration 86Q: 22 clusters Score -1.35806e+08 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 8315 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 144849 members 
Mstep: Class 6 contains 193092 members 
Mstep: Class 7 contains 21629 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 253003 members 
Mstep: Class 10 contains 137708 members 
Mstep: Class 11 contains 48662 members 
Mstep: Class 12 contains 25197 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 282 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 42566 members 
Mstep: Class 18 contains 11831 members 
Mstep: Class 19 contains 15087 members 
Mstep: Class 20 contains 80747 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135804864.000000 Penalty: 71936.695312
Iteration 87Q: 22 clusters Score -1.358049e+08 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 8326 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 145172 members 
Mstep: Class 6 contains 193398 members 
Mstep: Class 7 contains 21555 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 256146 members 
Mstep: Class 10 contains 134255 members 
Mstep: Class 11 contains 48137 members 
Mstep: Class 12 contains 25199 members 
Mstep: Class 13 contains 618 members 
Mstep: Class 14 contains 283 members 
Mstep: Class 15 contains 4335 members 
Mstep: Class 16 contains 1117 members 
Mstep: Class 17 contains 42569 members 
Mstep: Class 18 contains 11923 members 
Mstep: Class 19 contains 15122 members 
Mstep: Class 20 contains 80804 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803440.000000 Penalty: 71936.695312
Iteration 88Q: 22 clusters Score -1.358034e+08 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 8330 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 145488 members 
Mstep: Class 6 contains 193762 members 
Mstep: Class 7 contains 21486 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 258842 members 
Mstep: Class 10 contains 131174 members 
Mstep: Class 11 contains 47586 members 
Mstep: Class 12 contains 25234 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1117 members 
Mstep: Class 17 contains 42556 members 
Mstep: Class 18 contains 12023 members 
Mstep: Class 19 contains 15166 members 
Mstep: Class 20 contains 80891 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802000.000000 Penalty: 71936.695312
Iteration 89Q: 22 clusters Score -1.35802e+08 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3255 members 
Mstep: Class 3 contains 8328 members 
Mstep: Class 4 contains 466 members 
Mstep: Class 5 contains 145777 members 
Mstep: Class 6 contains 194247 members 
Mstep: Class 7 contains 21433 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 261051 members 
Mstep: Class 10 contains 128423 members 
Mstep: Class 11 contains 47063 members 
Mstep: Class 12 contains 25258 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 4430 members 
Mstep: Class 16 contains 1117 members 
Mstep: Class 17 contains 42552 members 
Mstep: Class 18 contains 12156 members 
Mstep: Class 19 contains 15187 members 
Mstep: Class 20 contains 81009 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800640.000000 Penalty: 71936.695312
Iteration 90Q: 22 clusters Score -1.358006e+08 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 8332 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 146066 members 
Mstep: Class 6 contains 194735 members 
Mstep: Class 7 contains 21407 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 262879 members 
Mstep: Class 10 contains 125917 members 
Mstep: Class 11 contains 46558 members 
Mstep: Class 12 contains 25298 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 289 members 
Mstep: Class 15 contains 4460 members 
Mstep: Class 16 contains 1117 members 
Mstep: Class 17 contains 42531 members 
Mstep: Class 18 contains 12333 members 
Mstep: Class 19 contains 15217 members 
Mstep: Class 20 contains 81176 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800096.000000 Penalty: 71936.695312
Iteration 91Q: 22 clusters Score -1.358001e+08 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3268 members 
Mstep: Class 3 contains 8335 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 146276 members 
Mstep: Class 6 contains 195229 members 
Mstep: Class 7 contains 21411 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 264506 members 
Mstep: Class 10 contains 123588 members 
Mstep: Class 11 contains 46071 members 
Mstep: Class 12 contains 25343 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 290 members 
Mstep: Class 15 contains 4487 members 
Mstep: Class 16 contains 1117 members 
Mstep: Class 17 contains 42523 members 
Mstep: Class 18 contains 12501 members 
Mstep: Class 19 contains 15224 members 
Mstep: Class 20 contains 81408 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798672.000000 Penalty: 71936.695312
Iteration 92Q: 22 clusters Score -1.357987e+08 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3271 members 
Mstep: Class 3 contains 8333 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 146388 members 
Mstep: Class 6 contains 195728 members 
Mstep: Class 7 contains 21409 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 265812 members 
Mstep: Class 10 contains 121503 members 
Mstep: Class 11 contains 45655 members 
Mstep: Class 12 contains 25406 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 291 members 
Mstep: Class 15 contains 4506 members 
Mstep: Class 16 contains 1117 members 
Mstep: Class 17 contains 42514 members 
Mstep: Class 18 contains 12692 members 
Mstep: Class 19 contains 15232 members 
Mstep: Class 20 contains 81724 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798288.000000 Penalty: 71936.695312
Iteration 93Q: 22 clusters Score -1.357983e+08 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3278 members 
Mstep: Class 3 contains 8330 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 146428 members 
Mstep: Class 6 contains 196179 members 
Mstep: Class 7 contains 21428 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 267001 members 
Mstep: Class 10 contains 119601 members 
Mstep: Class 11 contains 45258 members 
Mstep: Class 12 contains 25476 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 292 members 
Mstep: Class 15 contains 4516 members 
Mstep: Class 16 contains 1117 members 
Mstep: Class 17 contains 42493 members 
Mstep: Class 18 contains 12864 members 
Mstep: Class 19 contains 15238 members 
Mstep: Class 20 contains 82084 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798080.000000 Penalty: 71936.695312
Iteration 94Q: 22 clusters Score -1.357981e+08 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3278 members 
Mstep: Class 3 contains 8331 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 146484 members 
Mstep: Class 6 contains 196636 members 
Mstep: Class 7 contains 21455 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 268038 members 
Mstep: Class 10 contains 117794 members 
Mstep: Class 11 contains 44906 members 
Mstep: Class 12 contains 25532 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 292 members 
Mstep: Class 15 contains 4528 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 42493 members 
Mstep: Class 18 contains 13033 members 
Mstep: Class 19 contains 15232 members 
Mstep: Class 20 contains 82437 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797648.000000 Penalty: 71936.695312
Iteration 95Q: 22 clusters Score -1.357976e+08 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3272 members 
Mstep: Class 3 contains 8334 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 146492 members 
Mstep: Class 6 contains 197043 members 
Mstep: Class 7 contains 21482 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 269032 members 
Mstep: Class 10 contains 116043 members 
Mstep: Class 11 contains 44606 members 
Mstep: Class 12 contains 25602 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 292 members 
Mstep: Class 15 contains 4538 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 42473 members 
Mstep: Class 18 contains 13195 members 
Mstep: Class 19 contains 15230 members 
Mstep: Class 20 contains 82835 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796992.000000 Penalty: 71936.695312
Iteration 96Q: 22 clusters Score -1.35797e+08 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3271 members 
Mstep: Class 3 contains 8333 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 146512 members 
Mstep: Class 6 contains 197395 members 
Mstep: Class 7 contains 21504 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 269973 members 
Mstep: Class 10 contains 114355 members 
Mstep: Class 11 contains 44349 members 
Mstep: Class 12 contains 25673 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 291 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 42452 members 
Mstep: Class 18 contains 13354 members 
Mstep: Class 19 contains 15222 members 
Mstep: Class 20 contains 83242 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797104.000000 Penalty: 71936.695312
Iteration 97Q: 22 clusters Score -1.357971e+08 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3274 members 
Mstep: Class 3 contains 8328 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 146446 members 
Mstep: Class 6 contains 197715 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 270945 members 
Mstep: Class 10 contains 112721 members 
Mstep: Class 11 contains 44096 members 
Mstep: Class 12 contains 25741 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 292 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 42432 members 
Mstep: Class 18 contains 13511 members 
Mstep: Class 19 contains 15227 members 
Mstep: Class 20 contains 83664 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797120.000000 Penalty: 71936.695312
Iteration 98Q: 22 clusters Score -1.357971e+08 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3268 members 
Mstep: Class 3 contains 8325 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 146317 members 
Mstep: Class 6 contains 198000 members 
Mstep: Class 7 contains 21584 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 271865 members 
Mstep: Class 10 contains 111164 members 
Mstep: Class 11 contains 43867 members 
Mstep: Class 12 contains 25809 members 
Mstep: Class 13 contains 621 members 
Mstep: Class 14 contains 293 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 42421 members 
Mstep: Class 18 contains 13661 members 
Mstep: Class 19 contains 15221 members 
Mstep: Class 20 contains 84130 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796656.000000 Penalty: 71936.695312
Iteration 99Q: 22 clusters Score -1.357967e+08 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 8321 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 146184 members 
Mstep: Class 6 contains 198309 members 
Mstep: Class 7 contains 21629 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 272672 members 
Mstep: Class 10 contains 109689 members 
Mstep: Class 11 contains 43643 members 
Mstep: Class 12 contains 25893 members 
Mstep: Class 13 contains 621 members 
Mstep: Class 14 contains 293 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 42394 members 
Mstep: Class 18 contains 13803 members 
Mstep: Class 19 contains 15216 members 
Mstep: Class 20 contains 84615 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796736.000000 Penalty: 71936.695312
Iteration 100F: 22 clusters Score -1.357967e+08 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 3 contains 8324 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 146056 members 
Mstep: Class 6 contains 198597 members 
Mstep: Class 7 contains 21665 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 273390 members 
Mstep: Class 10 contains 108257 members 
Mstep: Class 11 contains 43456 members 
Mstep: Class 12 contains 25978 members 
Mstep: Class 13 contains 621 members 
Mstep: Class 14 contains 293 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 42377 members 
Mstep: Class 18 contains 13935 members 
Mstep: Class 19 contains 15212 members 
Mstep: Class 20 contains 85122 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796576.000000 Penalty: 71936.695312
Iteration 101Q: 22 clusters Score -1.357966e+08 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 8329 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 145870 members 
Mstep: Class 6 contains 198842 members 
Mstep: Class 7 contains 21714 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 274170 members 
Mstep: Class 10 contains 106805 members 
Mstep: Class 11 contains 43275 members 
Mstep: Class 12 contains 26049 members 
Mstep: Class 13 contains 621 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4542 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 42362 members 
Mstep: Class 18 contains 14095 members 
Mstep: Class 19 contains 15216 members 
Mstep: Class 20 contains 85647 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796864.000000 Penalty: 71936.695312
Iteration 102Q: 22 clusters Score -1.357969e+08 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 8339 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 145609 members 
Mstep: Class 6 contains 199088 members 
Mstep: Class 7 contains 21755 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 274926 members 
Mstep: Class 10 contains 105451 members 
Mstep: Class 11 contains 43111 members 
Mstep: Class 12 contains 26113 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4538 members 
Mstep: Class 16 contains 1117 members 
Mstep: Class 17 contains 42344 members 
Mstep: Class 18 contains 14263 members 
Mstep: Class 19 contains 15234 members 
Mstep: Class 20 contains 86144 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796384.000000 Penalty: 71936.695312
Iteration 103Q: 22 clusters Score -1.357964e+08 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3256 members 
Mstep: Class 3 contains 8346 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 145318 members 
Mstep: Class 6 contains 199298 members 
Mstep: Class 7 contains 21793 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 275711 members 
Mstep: Class 10 contains 104144 members 
Mstep: Class 11 contains 42954 members 
Mstep: Class 12 contains 26172 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4536 members 
Mstep: Class 16 contains 1117 members 
Mstep: Class 17 contains 42331 members 
Mstep: Class 18 contains 14393 members 
Mstep: Class 19 contains 15251 members 
Mstep: Class 20 contains 86672 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
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Iteration 104Q: 22 clusters Score -1.357963e+08 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 8357 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 144983 members 
Mstep: Class 6 contains 199498 members 
Mstep: Class 7 contains 21830 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 276472 members 
Mstep: Class 10 contains 102886 members 
Mstep: Class 11 contains 42806 members 
Mstep: Class 12 contains 26215 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4533 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 42323 members 
Mstep: Class 18 contains 14514 members 
Mstep: Class 19 contains 15251 members 
Mstep: Class 20 contains 87245 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
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Iteration 105Q: 22 clusters Score -1.357963e+08 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 8363 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 144661 members 
Mstep: Class 6 contains 199684 members 
Mstep: Class 7 contains 21878 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 277149 members 
Mstep: Class 10 contains 101677 members 
Mstep: Class 11 contains 42685 members 
Mstep: Class 12 contains 26264 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4533 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42309 members 
Mstep: Class 18 contains 14642 members 
Mstep: Class 19 contains 15267 members 
Mstep: Class 20 contains 87808 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
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Iteration 106Q: 22 clusters Score -1.357962e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 8374 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 144238 members 
Mstep: Class 6 contains 199849 members 
Mstep: Class 7 contains 21940 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 277781 members 
Mstep: Class 10 contains 100551 members 
Mstep: Class 11 contains 42572 members 
Mstep: Class 12 contains 26302 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4530 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42301 members 
Mstep: Class 18 contains 14760 members 
Mstep: Class 19 contains 15282 members 
Mstep: Class 20 contains 88440 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
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Iteration 107Q: 22 clusters Score -1.357958e+08 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3256 members 
Mstep: Class 3 contains 8383 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 143838 members 
Mstep: Class 6 contains 200012 members 
Mstep: Class 7 contains 22004 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 278336 members 
Mstep: Class 10 contains 99460 members 
Mstep: Class 11 contains 42474 members 
Mstep: Class 12 contains 26351 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4526 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42297 members 
Mstep: Class 18 contains 14888 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89052 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
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Iteration 108Q: 22 clusters Score -1.357956e+08 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 8385 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 143524 members 
Mstep: Class 6 contains 200193 members 
Mstep: Class 7 contains 22067 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 278816 members 
Mstep: Class 10 contains 98398 members 
Mstep: Class 11 contains 42401 members 
Mstep: Class 12 contains 26392 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4523 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 15017 members 
Mstep: Class 19 contains 15309 members 
Mstep: Class 20 contains 89606 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
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Iteration 109Q: 22 clusters Score -1.357956e+08 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 8391 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 143181 members 
Mstep: Class 6 contains 200338 members 
Mstep: Class 7 contains 22134 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 279312 members 
Mstep: Class 10 contains 97363 members 
Mstep: Class 11 contains 42333 members 
Mstep: Class 12 contains 26427 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4520 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42288 members 
Mstep: Class 18 contains 15135 members 
Mstep: Class 19 contains 15323 members 
Mstep: Class 20 contains 90172 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795184.000000 Penalty: 71936.695312
Iteration 110Q: 22 clusters Score -1.357952e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 8391 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 142798 members 
Mstep: Class 6 contains 200508 members 
Mstep: Class 7 contains 22199 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 279817 members 
Mstep: Class 10 contains 96362 members 
Mstep: Class 11 contains 42273 members 
Mstep: Class 12 contains 26467 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4517 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42277 members 
Mstep: Class 18 contains 15245 members 
Mstep: Class 19 contains 15333 members 
Mstep: Class 20 contains 90733 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795392.000000 Penalty: 71936.695312
Iteration 111Q: 22 clusters Score -1.357954e+08 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 8400 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 142424 members 
Mstep: Class 6 contains 200648 members 
Mstep: Class 7 contains 22265 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 280318 members 
Mstep: Class 10 contains 95400 members 
Mstep: Class 11 contains 42210 members 
Mstep: Class 12 contains 26502 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4515 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42263 members 
Mstep: Class 18 contains 15333 members 
Mstep: Class 19 contains 15345 members 
Mstep: Class 20 contains 91296 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794992.000000 Penalty: 71936.695312
Iteration 112Q: 22 clusters Score -1.35795e+08 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 8398 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 142034 members 
Mstep: Class 6 contains 200791 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 280789 members 
Mstep: Class 10 contains 94453 members 
Mstep: Class 11 contains 42172 members 
Mstep: Class 12 contains 26552 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4512 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42255 members 
Mstep: Class 18 contains 15420 members 
Mstep: Class 19 contains 15362 members 
Mstep: Class 20 contains 91859 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794720.000000 Penalty: 71936.695312
Iteration 113Q: 22 clusters Score -1.357947e+08 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 8401 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 141650 members 
Mstep: Class 6 contains 200911 members 
Mstep: Class 7 contains 22403 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 281196 members 
Mstep: Class 10 contains 93529 members 
Mstep: Class 11 contains 42137 members 
Mstep: Class 12 contains 26592 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42249 members 
Mstep: Class 18 contains 15528 members 
Mstep: Class 19 contains 15374 members 
Mstep: Class 20 contains 92442 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794672.000000 Penalty: 71936.695312
Iteration 114Q: 22 clusters Score -1.357947e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 8404 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 141281 members 
Mstep: Class 6 contains 200980 members 
Mstep: Class 7 contains 22466 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 281602 members 
Mstep: Class 10 contains 92659 members 
Mstep: Class 11 contains 42109 members 
Mstep: Class 12 contains 26642 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4507 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42237 members 
Mstep: Class 18 contains 15635 members 
Mstep: Class 19 contains 15393 members 
Mstep: Class 20 contains 93007 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794912.000000 Penalty: 71936.695312
Iteration 115Q: 22 clusters Score -1.357949e+08 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 8398 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 140830 members 
Mstep: Class 6 contains 201050 members 
Mstep: Class 7 contains 22537 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 282044 members 
Mstep: Class 10 contains 91785 members 
Mstep: Class 11 contains 42073 members 
Mstep: Class 12 contains 26679 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4503 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42233 members 
Mstep: Class 18 contains 15722 members 
Mstep: Class 19 contains 15407 members 
Mstep: Class 20 contains 93664 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794624.000000 Penalty: 71936.695312
Iteration 116Q: 22 clusters Score -1.357946e+08 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 8396 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 140301 members 
Mstep: Class 6 contains 201136 members 
Mstep: Class 7 contains 22591 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 282463 members 
Mstep: Class 10 contains 90948 members 
Mstep: Class 11 contains 42042 members 
Mstep: Class 12 contains 26711 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4501 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42231 members 
Mstep: Class 18 contains 15817 members 
Mstep: Class 19 contains 15419 members 
Mstep: Class 20 contains 94370 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794416.000000 Penalty: 71936.695312
Iteration 117Q: 22 clusters Score -1.357944e+08 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 8400 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 139746 members 
Mstep: Class 6 contains 201205 members 
Mstep: Class 7 contains 22645 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 282887 members 
Mstep: Class 10 contains 90140 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 26752 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4498 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42223 members 
Mstep: Class 18 contains 15889 members 
Mstep: Class 19 contains 15438 members 
Mstep: Class 20 contains 95084 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794496.000000 Penalty: 71936.695312
Iteration 118Q: 22 clusters Score -1.357945e+08 nChanged 2103
Entering ConstructFrom: 
Score: -135794496.000000 Penalty: 71936.695312
Entering ConstructFrom: 
Trying to split cluster 1 (3107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Entering Unmasked Estep 
Score: -399889.843750 Penalty: 1994.270508
	Iteration 0F: 2 clusters Score -399889.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -396679.218750 Penalty: 3988.541016
	Iteration 0F: 3 clusters Score -396679.2 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -397695.406250 Penalty: 3988.541016
	Iteration 1F: 3 clusters Score -397695.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -398342.781250 Penalty: 3988.541016
	Iteration 2F: 3 clusters Score -398342.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -399101.656250 Penalty: 3988.541016
	Iteration 3F: 3 clusters Score -399101.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -399653.406250 Penalty: 3988.541016
	Iteration 4F: 3 clusters Score -399653.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -399936.406250 Penalty: 3988.541016
	Iteration 5F: 3 clusters Score -399936.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -400051.375000 Penalty: 3988.541016
	Iteration 6Q: 3 clusters Score -400051.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -400091.593750 Penalty: 3988.541016
	Iteration 7Q: 3 clusters Score -400091.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -400105.656250 Penalty: 3988.541016
	Iteration 8Q: 3 clusters Score -400105.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -400112.062500 Penalty: 3988.541016
	Iteration 9Q: 3 clusters Score -400112.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -400115.937500 Penalty: 3988.541016
	Iteration 10Q: 3 clusters Score -400115.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -400119.375000 Penalty: 3988.541016
	Iteration 11Q: 3 clusters Score -400119.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -400120.312500 Penalty: 3988.541016
	Iteration 12Q: 3 clusters Score -400120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -400120.937500 Penalty: 3988.541016
	Iteration 13Q: 3 clusters Score -400120.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -400122.406250 Penalty: 3988.541016
	Iteration 14Q: 3 clusters Score -400122.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -400122.750000 Penalty: 3988.541016
	Iteration 15Q: 3 clusters Score -400122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -400122.750000 Penalty: 3988.541016
	Iteration 16F: 3 clusters Score -400122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 8411 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 139159 members 
Mstep: Class 6 contains 201283 members 
Mstep: Class 7 contains 22702 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 283307 members 
Mstep: Class 10 contains 89308 members 
Mstep: Class 11 contains 41988 members 
Mstep: Class 12 contains 26788 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4498 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42213 members 
Mstep: Class 18 contains 15973 members 
Mstep: Class 19 contains 15460 members 
Mstep: Class 20 contains 95837 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 475 members 
Entering Unmasked Estep 
Score: -135793072.000000 Penalty: 75362.250000
Splitting cluster 1 changes total score from -135794496.000000 to -135793072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Entering Unmasked Estep 
Score: -425236.406250 Penalty: 2005.582397
	Iteration 0F: 2 clusters Score -425236.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -421810.187500 Penalty: 4011.164795
	Iteration 0F: 3 clusters Score -421810.2 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -422470.406250 Penalty: 4011.164795
	Iteration 1F: 3 clusters Score -422470.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -422609.406250 Penalty: 4011.164795
	Iteration 2F: 3 clusters Score -422609.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -422694.968750 Penalty: 4011.164795
	Iteration 3Q: 3 clusters Score -422695 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -422772.906250 Penalty: 4011.164795
	Iteration 4Q: 3 clusters Score -422772.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -422818.937500 Penalty: 4011.164795
	Iteration 5Q: 3 clusters Score -422818.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -422848.468750 Penalty: 4011.164795
	Iteration 6Q: 3 clusters Score -422848.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -422871.781250 Penalty: 4011.164795
	Iteration 7Q: 3 clusters Score -422871.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -422883.531250 Penalty: 4011.164795
	Iteration 8Q: 3 clusters Score -422883.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -422893.531250 Penalty: 4011.164795
	Iteration 9Q: 3 clusters Score -422893.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -422898.718750 Penalty: 4011.164795
	Iteration 10Q: 3 clusters Score -422898.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -422903.718750 Penalty: 4011.164795
	Iteration 11Q: 3 clusters Score -422903.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -422906.312500 Penalty: 4011.164795
	Iteration 12Q: 3 clusters Score -422906.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -422909.812500 Penalty: 4011.164795
	Iteration 13Q: 3 clusters Score -422909.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -422913.781250 Penalty: 4011.164795
	Iteration 14Q: 3 clusters Score -422913.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -422918.093750 Penalty: 4011.164795
	Iteration 15Q: 3 clusters Score -422918.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -422922.812500 Penalty: 4011.164795
	Iteration 16Q: 3 clusters Score -422922.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -422925.781250 Penalty: 4011.164795
	Iteration 17Q: 3 clusters Score -422925.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -422928.968750 Penalty: 4011.164795
	Iteration 18Q: 3 clusters Score -422929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -422933.531250 Penalty: 4011.164795
	Iteration 19Q: 3 clusters Score -422933.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -422935.468750 Penalty: 4011.164795
	Iteration 20F: 3 clusters Score -422935.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -422937.937500 Penalty: 4011.164795
	Iteration 21Q: 3 clusters Score -422937.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -422938.812500 Penalty: 4011.164795
	Iteration 22Q: 3 clusters Score -422938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -422940.093750 Penalty: 4011.164795
	Iteration 23Q: 3 clusters Score -422940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -422940.687500 Penalty: 4011.164795
	Iteration 24Q: 3 clusters Score -422940.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -422942.437500 Penalty: 4011.164795
	Iteration 25Q: 3 clusters Score -422942.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -422943.500000 Penalty: 4011.164795
	Iteration 26Q: 3 clusters Score -422943.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -422944.343750 Penalty: 4011.164795
	Iteration 27Q: 3 clusters Score -422944.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -422944.781250 Penalty: 4011.164795
	Iteration 28Q: 3 clusters Score -422944.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -422944.781250 Penalty: 4011.164795
	Iteration 29F: 3 clusters Score -422944.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Entering Unmasked Estep 
Score: -1144208.375000 Penalty: 2241.249268
	Iteration 0F: 2 clusters Score -1144208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1137522.625000 Penalty: 4482.498535
	Iteration 0F: 3 clusters Score -1137523 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1139276.500000 Penalty: 4482.498535
	Iteration 1F: 3 clusters Score -1139276 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1139533.125000 Penalty: 4482.498535
	Iteration 2F: 3 clusters Score -1139533 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1139737.000000 Penalty: 4482.498535
	Iteration 3Q: 3 clusters Score -1139737 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1139941.750000 Penalty: 4482.498535
	Iteration 4Q: 3 clusters Score -1139942 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1140133.375000 Penalty: 4482.498535
	Iteration 5Q: 3 clusters Score -1140133 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1140321.375000 Penalty: 4482.498535
	Iteration 6Q: 3 clusters Score -1140321 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1140516.875000 Penalty: 4482.498535
	Iteration 7Q: 3 clusters Score -1140517 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1140706.125000 Penalty: 4482.498535
	Iteration 8Q: 3 clusters Score -1140706 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1140912.625000 Penalty: 4482.498535
	Iteration 9Q: 3 clusters Score -1140913 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1141134.750000 Penalty: 4482.498535
	Iteration 10Q: 3 clusters Score -1141135 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1141330.750000 Penalty: 4482.498535
	Iteration 11Q: 3 clusters Score -1141331 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1141499.000000 Penalty: 4482.498535
	Iteration 12Q: 3 clusters Score -1141499 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1141644.375000 Penalty: 4482.498535
	Iteration 13Q: 3 clusters Score -1141644 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1141766.375000 Penalty: 4482.498535
	Iteration 14Q: 3 clusters Score -1141766 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1141898.250000 Penalty: 4482.498535
	Iteration 15Q: 3 clusters Score -1141898 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1141993.500000 Penalty: 4482.498535
	Iteration 16Q: 3 clusters Score -1141994 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1142080.250000 Penalty: 4482.498535
	Iteration 17Q: 3 clusters Score -1142080 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1142160.750000 Penalty: 4482.498535
	Iteration 18Q: 3 clusters Score -1142161 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1142231.125000 Penalty: 4482.498535
	Iteration 19Q: 3 clusters Score -1142231 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1142273.875000 Penalty: 4482.498535
	Iteration 20F: 3 clusters Score -1142274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1142310.625000 Penalty: 4482.498535
	Iteration 21Q: 3 clusters Score -1142311 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1142337.500000 Penalty: 4482.498535
	Iteration 22Q: 3 clusters Score -1142338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1142360.750000 Penalty: 4482.498535
	Iteration 23Q: 3 clusters Score -1142361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1142373.125000 Penalty: 4482.498535
	Iteration 24Q: 3 clusters Score -1142373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1142389.625000 Penalty: 4482.498535
	Iteration 25Q: 3 clusters Score -1142390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1142402.750000 Penalty: 4482.498535
	Iteration 26Q: 3 clusters Score -1142403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1142413.250000 Penalty: 4482.498535
	Iteration 27Q: 3 clusters Score -1142413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1142426.750000 Penalty: 4482.498535
	Iteration 28Q: 3 clusters Score -1142427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1142438.875000 Penalty: 4482.498535
	Iteration 29Q: 3 clusters Score -1142439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1142444.750000 Penalty: 4482.498535
	Iteration 30Q: 3 clusters Score -1142445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1142450.250000 Penalty: 4482.498535
	Iteration 31Q: 3 clusters Score -1142450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1142455.375000 Penalty: 4482.498535
	Iteration 32Q: 3 clusters Score -1142455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1142458.750000 Penalty: 4482.498535
	Iteration 33Q: 3 clusters Score -1142459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1142462.500000 Penalty: 4482.498535
	Iteration 34Q: 3 clusters Score -1142462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1142461.875000 Penalty: 4482.498535
	Iteration 35Q: 3 clusters Score -1142462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1142465.125000 Penalty: 4482.498535
	Iteration 36Q: 3 clusters Score -1142465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1142465.125000 Penalty: 4482.498535
	Iteration 37Q: 3 clusters Score -1142465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1142465.125000 Penalty: 4482.498535
	Iteration 38F: 3 clusters Score -1142465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -58501.273438 Penalty: 1521.082764
	Iteration 0F: 2 clusters Score -58501.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -57095.953125 Penalty: 3042.165527
	Iteration 0F: 3 clusters Score -57095.95 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -57296.558594 Penalty: 3042.165527
	Iteration 1F: 3 clusters Score -57296.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57326.355469 Penalty: 3042.165527
	Iteration 2Q: 3 clusters Score -57326.36 nChanged 8
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: -57350.906250 Penalty: 3042.165527
	Iteration 3Q: 3 clusters Score -57350.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -57358.242188 Penalty: 3042.165527
	Iteration 4Q: 3 clusters Score -57358.24 nChanged 2
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: -57362.289062 Penalty: 3042.165527
	Iteration 5Q: 3 clusters Score -57362.29 nChanged 0
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: -57362.289062 Penalty: 3042.165527
	Iteration 6F: 3 clusters Score -57362.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (139159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139159 members 
Entering Unmasked Estep 
Score: -19491984.000000 Penalty: 2937.156250
	Iteration 0F: 2 clusters Score -1.949198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69329 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -19401204.000000 Penalty: 5874.312500
	Iteration 0F: 3 clusters Score -1.94012e+07 nChanged 66406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66137 members 
Mstep: Class 2 contains 73022 members 
Entering Unmasked Estep 
Score: -19439342.000000 Penalty: 5874.312500
	Iteration 1F: 3 clusters Score -1.943934e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -19440132.000000 Penalty: 5874.312500
	Iteration 2Q: 3 clusters Score -1.944013e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61397 members 
Mstep: Class 2 contains 77762 members 
Entering Unmasked Estep 
Score: -19441446.000000 Penalty: 5874.312500
	Iteration 3Q: 3 clusters Score -1.944145e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 82065 members 
Entering Unmasked Estep 
Score: -19443448.000000 Penalty: 5874.312500
	Iteration 4Q: 3 clusters Score -1.944345e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 88407 members 
Entering Unmasked Estep 
Score: -19447040.000000 Penalty: 5874.312500
	Iteration 5Q: 3 clusters Score -1.944704e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 97166 members 
Entering Unmasked Estep 
Score: -19453260.000000 Penalty: 5874.312500
	Iteration 6F: 3 clusters Score -1.945326e+07 nChanged 11055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 108177 members 
Entering Unmasked Estep 
Score: -19462540.000000 Penalty: 5874.312500
	Iteration 7F: 3 clusters Score -1.946254e+07 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 119626 members 
Entering Unmasked Estep 
Score: -19473016.000000 Penalty: 5874.312500
	Iteration 8F: 3 clusters Score -1.947302e+07 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 128896 members 
Entering Unmasked Estep 
Score: -19481288.000000 Penalty: 5874.312500
	Iteration 9F: 3 clusters Score -1.948129e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 134349 members 
Entering Unmasked Estep 
Score: -19485744.000000 Penalty: 5874.312500
	Iteration 10Q: 3 clusters Score -1.948574e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 136858 members 
Entering Unmasked Estep 
Score: -19487758.000000 Penalty: 5874.312500
	Iteration 11Q: 3 clusters Score -1.948776e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 137930 members 
Entering Unmasked Estep 
Score: -19488650.000000 Penalty: 5874.312500
	Iteration 12Q: 3 clusters Score -1.948865e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 138348 members 
Entering Unmasked Estep 
Score: -19489048.000000 Penalty: 5874.312500
	Iteration 13Q: 3 clusters Score -1.948905e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 138508 members 
Entering Unmasked Estep 
Score: -19489204.000000 Penalty: 5874.312500
	Iteration 14Q: 3 clusters Score -1.94892e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 138601 members 
Entering Unmasked Estep 
Score: -19489292.000000 Penalty: 5874.312500
	Iteration 15Q: 3 clusters Score -1.948929e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 138656 members 
Entering Unmasked Estep 
Score: -19489360.000000 Penalty: 5874.312500
	Iteration 16Q: 3 clusters Score -1.948936e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 138689 members 
Entering Unmasked Estep 
Score: -19489370.000000 Penalty: 5874.312500
	Iteration 17Q: 3 clusters Score -1.948937e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 138709 members 
Entering Unmasked Estep 
Score: -19489402.000000 Penalty: 5874.312500
	Iteration 18Q: 3 clusters Score -1.94894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 138725 members 
Entering Unmasked Estep 
Score: -19489406.000000 Penalty: 5874.312500
	Iteration 19Q: 3 clusters Score -1.948941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 138733 members 
Entering Unmasked Estep 
Score: -19489420.000000 Penalty: 5874.312500
	Iteration 20F: 3 clusters Score -1.948942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 138736 members 
Entering Unmasked Estep 
Score: -19489412.000000 Penalty: 5874.312500
	Iteration 21Q: 3 clusters Score -1.948941e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 138739 members 
Entering Unmasked Estep 
Score: -19489442.000000 Penalty: 5874.312500
	Iteration 22Q: 3 clusters Score -1.948944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 138744 members 
Entering Unmasked Estep 
Score: -19489442.000000 Penalty: 5874.312500
	Iteration 23Q: 3 clusters Score -1.948944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 138742 members 
Entering Unmasked Estep 
Score: -19489448.000000 Penalty: 5874.312500
	Iteration 24Q: 3 clusters Score -1.948945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 138744 members 
Entering Unmasked Estep 
Score: -19489440.000000 Penalty: 5874.312500
	Iteration 25Q: 3 clusters Score -1.948944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 138744 members 
Entering Unmasked Estep 
Score: -19489452.000000 Penalty: 5874.312500
	Iteration 26Q: 3 clusters Score -1.948945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 138745 members 
Entering Unmasked Estep 
Score: -19489438.000000 Penalty: 5874.312500
	Iteration 27Q: 3 clusters Score -1.948944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 138745 members 
Entering Unmasked Estep 
Score: -19489438.000000 Penalty: 5874.312500
	Iteration 28F: 3 clusters Score -1.948944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (201283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201283 members 
Entering Unmasked Estep 
Score: -28139628.000000 Penalty: 3028.691895
	Iteration 0F: 2 clusters Score -2.813963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100281 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -28018628.000000 Penalty: 6057.383789
	Iteration 0F: 3 clusters Score -2.801863e+07 nChanged 96832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94501 members 
Mstep: Class 2 contains 106782 members 
Entering Unmasked Estep 
Score: -28075540.000000 Penalty: 6057.383789
	Iteration 1F: 3 clusters Score -2.807554e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90936 members 
Mstep: Class 2 contains 110347 members 
Entering Unmasked Estep 
Score: -28076556.000000 Penalty: 6057.383789
	Iteration 2Q: 3 clusters Score -2.807656e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85430 members 
Mstep: Class 2 contains 115853 members 
Entering Unmasked Estep 
Score: -28078454.000000 Penalty: 6057.383789
	Iteration 3Q: 3 clusters Score -2.807845e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77270 members 
Mstep: Class 2 contains 124013 members 
Entering Unmasked Estep 
Score: -28081756.000000 Penalty: 6057.383789
	Iteration 4Q: 3 clusters Score -2.808176e+07 nChanged 11885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 135656 members 
Entering Unmasked Estep 
Score: -28087926.000000 Penalty: 6057.383789
	Iteration 5F: 3 clusters Score -2.808793e+07 nChanged 15081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 150595 members 
Entering Unmasked Estep 
Score: -28098204.000000 Penalty: 6057.383789
	Iteration 6F: 3 clusters Score -2.80982e+07 nChanged 16077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 166612 members 
Entering Unmasked Estep 
Score: -28109656.000000 Penalty: 6057.383789
	Iteration 7F: 3 clusters Score -2.810966e+07 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 179735 members 
Entering Unmasked Estep 
Score: -28119986.000000 Penalty: 6057.383789
	Iteration 8F: 3 clusters Score -2.811999e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 188219 members 
Entering Unmasked Estep 
Score: -28126764.000000 Penalty: 6057.383789
	Iteration 9Q: 3 clusters Score -2.812676e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 193088 members 
Entering Unmasked Estep 
Score: -28130756.000000 Penalty: 6057.383789
	Iteration 10Q: 3 clusters Score -2.813076e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 195878 members 
Entering Unmasked Estep 
Score: -28133282.000000 Penalty: 6057.383789
	Iteration 11Q: 3 clusters Score -2.813328e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 197490 members 
Entering Unmasked Estep 
Score: -28134570.000000 Penalty: 6057.383789
	Iteration 12Q: 3 clusters Score -2.813457e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 198519 members 
Entering Unmasked Estep 
Score: -28135362.000000 Penalty: 6057.383789
	Iteration 13Q: 3 clusters Score -2.813536e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 199147 members 
Entering Unmasked Estep 
Score: -28135822.000000 Penalty: 6057.383789
	Iteration 14Q: 3 clusters Score -2.813582e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 199530 members 
Entering Unmasked Estep 
Score: -28136126.000000 Penalty: 6057.383789
	Iteration 15Q: 3 clusters Score -2.813613e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 199795 members 
Entering Unmasked Estep 
Score: -28136328.000000 Penalty: 6057.383789
	Iteration 16Q: 3 clusters Score -2.813633e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 199971 members 
Entering Unmasked Estep 
Score: -28136462.000000 Penalty: 6057.383789
	Iteration 17Q: 3 clusters Score -2.813646e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 200092 members 
Entering Unmasked Estep 
Score: -28136576.000000 Penalty: 6057.383789
	Iteration 18Q: 3 clusters Score -2.813658e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 200166 members 
Entering Unmasked Estep 
Score: -28136638.000000 Penalty: 6057.383789
	Iteration 19Q: 3 clusters Score -2.813664e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 200216 members 
Entering Unmasked Estep 
Score: -28136678.000000 Penalty: 6057.383789
	Iteration 20F: 3 clusters Score -2.813668e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 200248 members 
Entering Unmasked Estep 
Score: -28136730.000000 Penalty: 6057.383789
	Iteration 21Q: 3 clusters Score -2.813673e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 200269 members 
Entering Unmasked Estep 
Score: -28136748.000000 Penalty: 6057.383789
	Iteration 22Q: 3 clusters Score -2.813675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 200277 members 
Entering Unmasked Estep 
Score: -28136754.000000 Penalty: 6057.383789
	Iteration 23Q: 3 clusters Score -2.813675e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 200286 members 
Entering Unmasked Estep 
Score: -28136768.000000 Penalty: 6057.383789
	Iteration 24Q: 3 clusters Score -2.813677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 200299 members 
Entering Unmasked Estep 
Score: -28136768.000000 Penalty: 6057.383789
	Iteration 25Q: 3 clusters Score -2.813677e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 200309 members 
Entering Unmasked Estep 
Score: -28136774.000000 Penalty: 6057.383789
	Iteration 26Q: 3 clusters Score -2.813677e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 200323 members 
Entering Unmasked Estep 
Score: -28136804.000000 Penalty: 6057.383789
	Iteration 27Q: 3 clusters Score -2.81368e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 200340 members 
Entering Unmasked Estep 
Score: -28136842.000000 Penalty: 6057.383789
	Iteration 28Q: 3 clusters Score -2.813684e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 200357 members 
Entering Unmasked Estep 
Score: -28136864.000000 Penalty: 6057.383789
	Iteration 29Q: 3 clusters Score -2.813686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 200364 members 
Entering Unmasked Estep 
Score: -28136844.000000 Penalty: 6057.383789
	Iteration 30Q: 3 clusters Score -2.813684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 200377 members 
Entering Unmasked Estep 
Score: -28136866.000000 Penalty: 6057.383789
	Iteration 31Q: 3 clusters Score -2.813687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 200385 members 
Entering Unmasked Estep 
Score: -28136856.000000 Penalty: 6057.383789
	Iteration 32Q: 3 clusters Score -2.813686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 200388 members 
Entering Unmasked Estep 
Score: -28136850.000000 Penalty: 6057.383789
	Iteration 33Q: 3 clusters Score -2.813685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 200393 members 
Entering Unmasked Estep 
Score: -28136854.000000 Penalty: 6057.383789
	Iteration 34Q: 3 clusters Score -2.813685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 200400 members 
Entering Unmasked Estep 
Score: -28136866.000000 Penalty: 6057.383789
	Iteration 35Q: 3 clusters Score -2.813687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 200402 members 
Entering Unmasked Estep 
Score: -28136868.000000 Penalty: 6057.383789
	Iteration 36Q: 3 clusters Score -2.813687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 200404 members 
Entering Unmasked Estep 
Score: -28136874.000000 Penalty: 6057.383789
	Iteration 37Q: 3 clusters Score -2.813687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 200407 members 
Entering Unmasked Estep 
Score: -28136868.000000 Penalty: 6057.383789
	Iteration 38Q: 3 clusters Score -2.813687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 200409 members 
Entering Unmasked Estep 
Score: -28136868.000000 Penalty: 6057.383789
	Iteration 39Q: 3 clusters Score -2.813687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 200413 members 
Entering Unmasked Estep 
Score: -28136884.000000 Penalty: 6057.383789
	Iteration 40F: 3 clusters Score -2.813688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 200413 members 
Entering Unmasked Estep 
Score: -28136868.000000 Penalty: 6057.383789
	Iteration 41Q: 3 clusters Score -2.813687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 200414 members 
Entering Unmasked Estep 
Score: -28136868.000000 Penalty: 6057.383789
	Iteration 42Q: 3 clusters Score -2.813687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 200416 members 
Entering Unmasked Estep 
Score: -28136898.000000 Penalty: 6057.383789
	Iteration 43Q: 3 clusters Score -2.81369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 200420 members 
Entering Unmasked Estep 
Score: -28136894.000000 Penalty: 6057.383789
	Iteration 44Q: 3 clusters Score -2.813689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 200426 members 
Entering Unmasked Estep 
Score: -28136886.000000 Penalty: 6057.383789
	Iteration 45Q: 3 clusters Score -2.813689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 200433 members 
Entering Unmasked Estep 
Score: -28136924.000000 Penalty: 6057.383789
	Iteration 46Q: 3 clusters Score -2.813692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 200439 members 
Entering Unmasked Estep 
Score: -28136902.000000 Penalty: 6057.383789
	Iteration 47Q: 3 clusters Score -2.81369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 200449 members 
Entering Unmasked Estep 
Score: -28136918.000000 Penalty: 6057.383789
	Iteration 48Q: 3 clusters Score -2.813692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 200458 members 
Entering Unmasked Estep 
Score: -28136934.000000 Penalty: 6057.383789
	Iteration 49Q: 3 clusters Score -2.813693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 200461 members 
Entering Unmasked Estep 
Score: -28136940.000000 Penalty: 6057.383789
	Iteration 50Q: 3 clusters Score -2.813694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 200466 members 
Entering Unmasked Estep 
Score: -28136904.000000 Penalty: 6057.383789
	Iteration 51Q: 3 clusters Score -2.81369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 200470 members 
Entering Unmasked Estep 
Score: -28136922.000000 Penalty: 6057.383789
	Iteration 52Q: 3 clusters Score -2.813692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 200476 members 
Entering Unmasked Estep 
Score: -28136934.000000 Penalty: 6057.383789
	Iteration 53Q: 3 clusters Score -2.813693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 200477 members 
Entering Unmasked Estep 
Score: -28136924.000000 Penalty: 6057.383789
	Iteration 54Q: 3 clusters Score -2.813692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 200480 members 
Entering Unmasked Estep 
Score: -28136920.000000 Penalty: 6057.383789
	Iteration 55Q: 3 clusters Score -2.813692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 200487 members 
Entering Unmasked Estep 
Score: -28136896.000000 Penalty: 6057.383789
	Iteration 56Q: 3 clusters Score -2.81369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 200494 members 
Entering Unmasked Estep 
Score: -28136924.000000 Penalty: 6057.383789
	Iteration 57Q: 3 clusters Score -2.813692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 200501 members 
Entering Unmasked Estep 
Score: -28136914.000000 Penalty: 6057.383789
	Iteration 58Q: 3 clusters Score -2.813691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 200506 members 
Entering Unmasked Estep 
Score: -28136920.000000 Penalty: 6057.383789
	Iteration 59Q: 3 clusters Score -2.813692e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 200513 members 
Entering Unmasked Estep 
Score: -28136898.000000 Penalty: 6057.383789
	Iteration 60F: 3 clusters Score -2.81369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 200528 members 
Entering Unmasked Estep 
Score: -28136940.000000 Penalty: 6057.383789
	Iteration 61Q: 3 clusters Score -2.813694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 200539 members 
Entering Unmasked Estep 
Score: -28136956.000000 Penalty: 6057.383789
	Iteration 62Q: 3 clusters Score -2.813696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 200543 members 
Entering Unmasked Estep 
Score: -28136966.000000 Penalty: 6057.383789
	Iteration 63Q: 3 clusters Score -2.813697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 200552 members 
Entering Unmasked Estep 
Score: -28136968.000000 Penalty: 6057.383789
	Iteration 64Q: 3 clusters Score -2.813697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 200557 members 
Entering Unmasked Estep 
Score: -28136964.000000 Penalty: 6057.383789
	Iteration 65Q: 3 clusters Score -2.813696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 200558 members 
Entering Unmasked Estep 
Score: -28136950.000000 Penalty: 6057.383789
	Iteration 66Q: 3 clusters Score -2.813695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 200562 members 
Entering Unmasked Estep 
Score: -28136970.000000 Penalty: 6057.383789
	Iteration 67Q: 3 clusters Score -2.813697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 200563 members 
Entering Unmasked Estep 
Score: -28136978.000000 Penalty: 6057.383789
	Iteration 68Q: 3 clusters Score -2.813698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 200566 members 
Entering Unmasked Estep 
Score: -28136974.000000 Penalty: 6057.383789
	Iteration 69Q: 3 clusters Score -2.813697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 200569 members 
Entering Unmasked Estep 
Score: -28136986.000000 Penalty: 6057.383789
	Iteration 70Q: 3 clusters Score -2.813699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 200572 members 
Entering Unmasked Estep 
Score: -28136980.000000 Penalty: 6057.383789
	Iteration 71Q: 3 clusters Score -2.813698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 200571 members 
Entering Unmasked Estep 
Score: -28136988.000000 Penalty: 6057.383789
	Iteration 72Q: 3 clusters Score -2.813699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 200572 members 
Entering Unmasked Estep 
Score: -28136990.000000 Penalty: 6057.383789
	Iteration 73Q: 3 clusters Score -2.813699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 200573 members 
Entering Unmasked Estep 
Score: -28136986.000000 Penalty: 6057.383789
	Iteration 74Q: 3 clusters Score -2.813699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 200573 members 
Entering Unmasked Estep 
Score: -28136986.000000 Penalty: 6057.383789
	Iteration 75F: 3 clusters Score -2.813699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Entering Unmasked Estep 
Score: -3168826.750000 Penalty: 2487.491699
	Iteration 0F: 2 clusters Score -3168827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3152919.750000 Penalty: 4974.983398
	Iteration 0F: 3 clusters Score -3152920 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3158348.750000 Penalty: 4974.983398
	Iteration 1F: 3 clusters Score -3158349 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -3158749.000000 Penalty: 4974.983398
	Iteration 2F: 3 clusters Score -3158749 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -3159106.000000 Penalty: 4974.983398
	Iteration 3Q: 3 clusters Score -3159106 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -3159456.750000 Penalty: 4974.983398
	Iteration 4Q: 3 clusters Score -3159457 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3159923.000000 Penalty: 4974.983398
	Iteration 5Q: 3 clusters Score -3159923 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -3160517.500000 Penalty: 4974.983398
	Iteration 6Q: 3 clusters Score -3160518 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -3161291.500000 Penalty: 4974.983398
	Iteration 7F: 3 clusters Score -3161292 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -3162274.250000 Penalty: 4974.983398
	Iteration 8F: 3 clusters Score -3162274 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -3163447.250000 Penalty: 4974.983398
	Iteration 9F: 3 clusters Score -3163447 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3164498.750000 Penalty: 4974.983398
	Iteration 10F: 3 clusters Score -3164499 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3165363.500000 Penalty: 4974.983398
	Iteration 11Q: 3 clusters Score -3165364 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3165922.250000 Penalty: 4974.983398
	Iteration 12Q: 3 clusters Score -3165922 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3166237.750000 Penalty: 4974.983398
	Iteration 13Q: 3 clusters Score -3166238 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3166411.250000 Penalty: 4974.983398
	Iteration 14Q: 3 clusters Score -3166411 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3166522.000000 Penalty: 4974.983398
	Iteration 15Q: 3 clusters Score -3166522 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3166569.000000 Penalty: 4974.983398
	Iteration 16Q: 3 clusters Score -3166569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3166603.500000 Penalty: 4974.983398
	Iteration 17Q: 3 clusters Score -3166604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3166635.750000 Penalty: 4974.983398
	Iteration 18Q: 3 clusters Score -3166636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3166674.250000 Penalty: 4974.983398
	Iteration 19Q: 3 clusters Score -3166674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3166691.750000 Penalty: 4974.983398
	Iteration 20F: 3 clusters Score -3166692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3166704.500000 Penalty: 4974.983398
	Iteration 21Q: 3 clusters Score -3166704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3166715.250000 Penalty: 4974.983398
	Iteration 22Q: 3 clusters Score -3166715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3166723.750000 Penalty: 4974.983398
	Iteration 23Q: 3 clusters Score -3166724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3166730.750000 Penalty: 4974.983398
	Iteration 24Q: 3 clusters Score -3166731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3166735.500000 Penalty: 4974.983398
	Iteration 25Q: 3 clusters Score -3166736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3166745.750000 Penalty: 4974.983398
	Iteration 26Q: 3 clusters Score -3166746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3166747.750000 Penalty: 4974.983398
	Iteration 27Q: 3 clusters Score -3166748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3166750.500000 Penalty: 4974.983398
	Iteration 28Q: 3 clusters Score -3166750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3166750.750000 Penalty: 4974.983398
	Iteration 29Q: 3 clusters Score -3166751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3166754.000000 Penalty: 4974.983398
	Iteration 30Q: 3 clusters Score -3166754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3166754.750000 Penalty: 4974.983398
	Iteration 31Q: 3 clusters Score -3166755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3166754.750000 Penalty: 4974.983398
	Iteration 32F: 3 clusters Score -3166755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -125901.078125 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -125901.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -123996.703125 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -123996.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -124324.679688 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -124324.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -124461.648438 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -124461.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -124587.671875 Penalty: 3419.756348
	Iteration 3Q: 3 clusters Score -124587.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -124685.375000 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -124685.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -124829.359375 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -124829.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -124983.007812 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -124983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -125058.093750 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -125058.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -125095.898438 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -125095.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -125125.820312 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -125125.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -125147.781250 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -125147.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -125151.828125 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -125151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -125154.460938 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -125154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -125157.210938 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -125157.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -125157.210938 Penalty: 3419.756348
	Iteration 14F: 3 clusters Score -125157.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (283307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283307 members 
Entering Unmasked Estep 
Score: -38849292.000000 Penalty: 3113.462891
	Iteration 0F: 2 clusters Score -3.884929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141754 members 
Mstep: Class 2 contains 141553 members 
Entering Unmasked Estep 
Score: -38676860.000000 Penalty: 6226.925781
	Iteration 0F: 3 clusters Score -3.867686e+07 nChanged 137006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144000 members 
Mstep: Class 2 contains 139307 members 
Entering Unmasked Estep 
Score: -38757544.000000 Penalty: 6226.925781
	Iteration 1F: 3 clusters Score -3.875754e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145767 members 
Mstep: Class 2 contains 137540 members 
Entering Unmasked Estep 
Score: -38759428.000000 Penalty: 6226.925781
	Iteration 2Q: 3 clusters Score -3.875943e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148417 members 
Mstep: Class 2 contains 134890 members 
Entering Unmasked Estep 
Score: -38761236.000000 Penalty: 6226.925781
	Iteration 3Q: 3 clusters Score -3.876124e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152442 members 
Mstep: Class 2 contains 130865 members 
Entering Unmasked Estep 
Score: -38763608.000000 Penalty: 6226.925781
	Iteration 4Q: 3 clusters Score -3.876361e+07 nChanged 10029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158395 members 
Mstep: Class 2 contains 124912 members 
Entering Unmasked Estep 
Score: -38766380.000000 Penalty: 6226.925781
	Iteration 5Q: 3 clusters Score -3.876638e+07 nChanged 11796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167045 members 
Mstep: Class 2 contains 116262 members 
Entering Unmasked Estep 
Score: -38770908.000000 Penalty: 6226.925781
	Iteration 6Q: 3 clusters Score -3.877091e+07 nChanged 13906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178979 members 
Mstep: Class 2 contains 104328 members 
Entering Unmasked Estep 
Score: -38777824.000000 Penalty: 6226.925781
	Iteration 7Q: 3 clusters Score -3.877782e+07 nChanged 16594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194503 members 
Mstep: Class 2 contains 88804 members 
Entering Unmasked Estep 
Score: -38788472.000000 Penalty: 6226.925781
	Iteration 8F: 3 clusters Score -3.878847e+07 nChanged 18773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212802 members 
Mstep: Class 2 contains 70505 members 
Entering Unmasked Estep 
Score: -38802104.000000 Penalty: 6226.925781
	Iteration 9F: 3 clusters Score -3.88021e+07 nChanged 18949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231513 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -38817192.000000 Penalty: 6226.925781
	Iteration 10F: 3 clusters Score -3.881719e+07 nChanged 17344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248819 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -38828248.000000 Penalty: 6226.925781
	Iteration 11F: 3 clusters Score -3.882825e+07 nChanged 13133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261924 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -38835496.000000 Penalty: 6226.925781
	Iteration 12Q: 3 clusters Score -3.88355e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270468 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -38840240.000000 Penalty: 6226.925781
	Iteration 13Q: 3 clusters Score -3.884024e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275511 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -38842468.000000 Penalty: 6226.925781
	Iteration 14Q: 3 clusters Score -3.884247e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278371 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -38843644.000000 Penalty: 6226.925781
	Iteration 15Q: 3 clusters Score -3.884364e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280004 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -38844652.000000 Penalty: 6226.925781
	Iteration 16Q: 3 clusters Score -3.884465e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280921 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -38845220.000000 Penalty: 6226.925781
	Iteration 17Q: 3 clusters Score -3.884522e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281458 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -38845544.000000 Penalty: 6226.925781
	Iteration 18Q: 3 clusters Score -3.884554e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281770 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -38845684.000000 Penalty: 6226.925781
	Iteration 19Q: 3 clusters Score -3.884568e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281953 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -38845852.000000 Penalty: 6226.925781
	Iteration 20F: 3 clusters Score -3.884585e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282077 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -38845988.000000 Penalty: 6226.925781
	Iteration 21Q: 3 clusters Score -3.884599e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282161 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -38846024.000000 Penalty: 6226.925781
	Iteration 22Q: 3 clusters Score -3.884602e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282228 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -38846104.000000 Penalty: 6226.925781
	Iteration 23Q: 3 clusters Score -3.88461e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282277 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -38846144.000000 Penalty: 6226.925781
	Iteration 24Q: 3 clusters Score -3.884614e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282313 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -38846132.000000 Penalty: 6226.925781
	Iteration 25Q: 3 clusters Score -3.884613e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282349 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -38846152.000000 Penalty: 6226.925781
	Iteration 26Q: 3 clusters Score -3.884615e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282371 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -38846152.000000 Penalty: 6226.925781
	Iteration 27Q: 3 clusters Score -3.884615e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282391 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -38846180.000000 Penalty: 6226.925781
	Iteration 28Q: 3 clusters Score -3.884618e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282416 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -38846180.000000 Penalty: 6226.925781
	Iteration 29Q: 3 clusters Score -3.884618e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282433 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -38846216.000000 Penalty: 6226.925781
	Iteration 30Q: 3 clusters Score -3.884622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282441 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -38846224.000000 Penalty: 6226.925781
	Iteration 31Q: 3 clusters Score -3.884622e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282456 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -38846260.000000 Penalty: 6226.925781
	Iteration 32Q: 3 clusters Score -3.884626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282461 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -38846268.000000 Penalty: 6226.925781
	Iteration 33Q: 3 clusters Score -3.884627e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282470 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -38846268.000000 Penalty: 6226.925781
	Iteration 34Q: 3 clusters Score -3.884627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282478 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -38846304.000000 Penalty: 6226.925781
	Iteration 35Q: 3 clusters Score -3.88463e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282483 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -38846312.000000 Penalty: 6226.925781
	Iteration 36Q: 3 clusters Score -3.884631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282485 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -38846320.000000 Penalty: 6226.925781
	Iteration 37Q: 3 clusters Score -3.884632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282489 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -38846324.000000 Penalty: 6226.925781
	Iteration 38Q: 3 clusters Score -3.884632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282494 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -38846332.000000 Penalty: 6226.925781
	Iteration 39Q: 3 clusters Score -3.884633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282498 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -38846336.000000 Penalty: 6226.925781
	Iteration 40F: 3 clusters Score -3.884634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282502 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -38846316.000000 Penalty: 6226.925781
	Iteration 41Q: 3 clusters Score -3.884632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282508 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -38846340.000000 Penalty: 6226.925781
	Iteration 42Q: 3 clusters Score -3.884634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282513 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -38846308.000000 Penalty: 6226.925781
	Iteration 43Q: 3 clusters Score -3.884631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282516 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -38846336.000000 Penalty: 6226.925781
	Iteration 44Q: 3 clusters Score -3.884634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282517 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -38846336.000000 Penalty: 6226.925781
	Iteration 45Q: 3 clusters Score -3.884634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282518 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -38846360.000000 Penalty: 6226.925781
	Iteration 46Q: 3 clusters Score -3.884636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282519 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -38846376.000000 Penalty: 6226.925781
	Iteration 47Q: 3 clusters Score -3.884638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282524 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -38846384.000000 Penalty: 6226.925781
	Iteration 48Q: 3 clusters Score -3.884638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282528 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -38846372.000000 Penalty: 6226.925781
	Iteration 49Q: 3 clusters Score -3.884637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282525 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -38846380.000000 Penalty: 6226.925781
	Iteration 50Q: 3 clusters Score -3.884638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282522 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -38846364.000000 Penalty: 6226.925781
	Iteration 51Q: 3 clusters Score -3.884636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282520 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -38846388.000000 Penalty: 6226.925781
	Iteration 52Q: 3 clusters Score -3.884639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282512 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -38846384.000000 Penalty: 6226.925781
	Iteration 53Q: 3 clusters Score -3.884638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282509 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -38846340.000000 Penalty: 6226.925781
	Iteration 54Q: 3 clusters Score -3.884634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282511 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -38846332.000000 Penalty: 6226.925781
	Iteration 55Q: 3 clusters Score -3.884633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282512 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -38846340.000000 Penalty: 6226.925781
	Iteration 56Q: 3 clusters Score -3.884634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282510 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -38846328.000000 Penalty: 6226.925781
	Iteration 57Q: 3 clusters Score -3.884633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282513 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -38846324.000000 Penalty: 6226.925781
	Iteration 58Q: 3 clusters Score -3.884632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282514 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -38846328.000000 Penalty: 6226.925781
	Iteration 59Q: 3 clusters Score -3.884633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282515 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -38846324.000000 Penalty: 6226.925781
	Iteration 60F: 3 clusters Score -3.884632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282516 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -38846340.000000 Penalty: 6226.925781
	Iteration 61Q: 3 clusters Score -3.884634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282516 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -38846340.000000 Penalty: 6226.925781
	Iteration 62F: 3 clusters Score -3.884634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (89308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89308 members 
Entering Unmasked Estep 
Score: -12425549.000000 Penalty: 2827.161865
	Iteration 0F: 2 clusters Score -1.242555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -12365780.000000 Penalty: 5654.323730
	Iteration 0F: 3 clusters Score -1.236578e+07 nChanged 42048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -12389801.000000 Penalty: 5654.323730
	Iteration 1F: 3 clusters Score -1.23898e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -12390463.000000 Penalty: 5654.323730
	Iteration 2Q: 3 clusters Score -1.239046e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -12391180.000000 Penalty: 5654.323730
	Iteration 3Q: 3 clusters Score -1.239118e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -12392013.000000 Penalty: 5654.323730
	Iteration 4Q: 3 clusters Score -1.239201e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -12393024.000000 Penalty: 5654.323730
	Iteration 5Q: 3 clusters Score -1.239302e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -12394299.000000 Penalty: 5654.323730
	Iteration 6Q: 3 clusters Score -1.23943e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -12396120.000000 Penalty: 5654.323730
	Iteration 7Q: 3 clusters Score -1.239612e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -12398537.000000 Penalty: 5654.323730
	Iteration 8F: 3 clusters Score -1.239854e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -12401819.000000 Penalty: 5654.323730
	Iteration 9F: 3 clusters Score -1.240182e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -12405816.000000 Penalty: 5654.323730
	Iteration 10F: 3 clusters Score -1.240582e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -12409963.000000 Penalty: 5654.323730
	Iteration 11F: 3 clusters Score -1.240996e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73497 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -12413677.000000 Penalty: 5654.323730
	Iteration 12F: 3 clusters Score -1.241368e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76691 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -12416531.000000 Penalty: 5654.323730
	Iteration 13Q: 3 clusters Score -1.241653e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79105 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -12418387.000000 Penalty: 5654.323730
	Iteration 14Q: 3 clusters Score -1.241839e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -12419666.000000 Penalty: 5654.323730
	Iteration 15Q: 3 clusters Score -1.241967e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -12420447.000000 Penalty: 5654.323730
	Iteration 16Q: 3 clusters Score -1.242045e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83503 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -12421035.000000 Penalty: 5654.323730
	Iteration 17Q: 3 clusters Score -1.242104e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84436 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -12421522.000000 Penalty: 5654.323730
	Iteration 18Q: 3 clusters Score -1.242152e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85197 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -12421910.000000 Penalty: 5654.323730
	Iteration 19Q: 3 clusters Score -1.242191e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85842 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -12422324.000000 Penalty: 5654.323730
	Iteration 20F: 3 clusters Score -1.242232e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86390 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -12422601.000000 Penalty: 5654.323730
	Iteration 21Q: 3 clusters Score -1.24226e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86815 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -12422867.000000 Penalty: 5654.323730
	Iteration 22Q: 3 clusters Score -1.242287e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87127 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -12422996.000000 Penalty: 5654.323730
	Iteration 23Q: 3 clusters Score -1.2423e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87369 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -12423093.000000 Penalty: 5654.323730
	Iteration 24Q: 3 clusters Score -1.242309e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87538 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -12423180.000000 Penalty: 5654.323730
	Iteration 25Q: 3 clusters Score -1.242318e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87661 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -12423209.000000 Penalty: 5654.323730
	Iteration 26Q: 3 clusters Score -1.242321e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87744 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -12423257.000000 Penalty: 5654.323730
	Iteration 27Q: 3 clusters Score -1.242326e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87813 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -12423310.000000 Penalty: 5654.323730
	Iteration 28Q: 3 clusters Score -1.242331e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -12423342.000000 Penalty: 5654.323730
	Iteration 29Q: 3 clusters Score -1.242334e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87904 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -12423364.000000 Penalty: 5654.323730
	Iteration 30Q: 3 clusters Score -1.242336e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -12423386.000000 Penalty: 5654.323730
	Iteration 31Q: 3 clusters Score -1.242339e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87965 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -12423384.000000 Penalty: 5654.323730
	Iteration 32Q: 3 clusters Score -1.242338e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87995 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -12423402.000000 Penalty: 5654.323730
	Iteration 33Q: 3 clusters Score -1.24234e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88025 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -12423414.000000 Penalty: 5654.323730
	Iteration 34Q: 3 clusters Score -1.242341e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88052 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -12423427.000000 Penalty: 5654.323730
	Iteration 35Q: 3 clusters Score -1.242343e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88070 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -12423450.000000 Penalty: 5654.323730
	Iteration 36Q: 3 clusters Score -1.242345e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88083 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -12423466.000000 Penalty: 5654.323730
	Iteration 37Q: 3 clusters Score -1.242347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88099 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -12423463.000000 Penalty: 5654.323730
	Iteration 38Q: 3 clusters Score -1.242346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88111 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -12423478.000000 Penalty: 5654.323730
	Iteration 39Q: 3 clusters Score -1.242348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88113 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -12423484.000000 Penalty: 5654.323730
	Iteration 40F: 3 clusters Score -1.242348e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88125 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -12423484.000000 Penalty: 5654.323730
	Iteration 41Q: 3 clusters Score -1.242348e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88151 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -12423494.000000 Penalty: 5654.323730
	Iteration 42Q: 3 clusters Score -1.242349e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88170 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -12423498.000000 Penalty: 5654.323730
	Iteration 43Q: 3 clusters Score -1.24235e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88184 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -12423512.000000 Penalty: 5654.323730
	Iteration 44Q: 3 clusters Score -1.242351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88199 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -12423518.000000 Penalty: 5654.323730
	Iteration 45Q: 3 clusters Score -1.242352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88212 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -12423542.000000 Penalty: 5654.323730
	Iteration 46Q: 3 clusters Score -1.242354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88217 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -12423549.000000 Penalty: 5654.323730
	Iteration 47Q: 3 clusters Score -1.242355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88222 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -12423569.000000 Penalty: 5654.323730
	Iteration 48Q: 3 clusters Score -1.242357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88226 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -12423560.000000 Penalty: 5654.323730
	Iteration 49Q: 3 clusters Score -1.242356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88230 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -12423561.000000 Penalty: 5654.323730
	Iteration 50Q: 3 clusters Score -1.242356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88234 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -12423558.000000 Penalty: 5654.323730
	Iteration 51Q: 3 clusters Score -1.242356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88239 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -12423544.000000 Penalty: 5654.323730
	Iteration 52Q: 3 clusters Score -1.242354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88241 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -12423550.000000 Penalty: 5654.323730
	Iteration 53Q: 3 clusters Score -1.242355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88245 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -12423562.000000 Penalty: 5654.323730
	Iteration 54Q: 3 clusters Score -1.242356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88246 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -12423556.000000 Penalty: 5654.323730
	Iteration 55Q: 3 clusters Score -1.242356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88250 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -12423558.000000 Penalty: 5654.323730
	Iteration 56Q: 3 clusters Score -1.242356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88255 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -12423561.000000 Penalty: 5654.323730
	Iteration 57Q: 3 clusters Score -1.242356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88260 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -12423547.000000 Penalty: 5654.323730
	Iteration 58Q: 3 clusters Score -1.242355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -12423550.000000 Penalty: 5654.323730
	Iteration 59Q: 3 clusters Score -1.242355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88266 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -12423563.000000 Penalty: 5654.323730
	Iteration 60F: 3 clusters Score -1.242356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88267 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -12423558.000000 Penalty: 5654.323730
	Iteration 61Q: 3 clusters Score -1.242356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88267 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -12423558.000000 Penalty: 5654.323730
	Iteration 62F: 3 clusters Score -1.242356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Entering Unmasked Estep 
Score: -5671549.000000 Penalty: 2639.994385
	Iteration 0F: 2 clusters Score -5671549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -5643163.500000 Penalty: 5279.988770
	Iteration 0F: 3 clusters Score -5643164 nChanged 19246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -5653630.000000 Penalty: 5279.988770
	Iteration 1F: 3 clusters Score -5653630 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -5654104.000000 Penalty: 5279.988770
	Iteration 2Q: 3 clusters Score -5654104 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -5654529.500000 Penalty: 5279.988770
	Iteration 3Q: 3 clusters Score -5654530 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -5654917.000000 Penalty: 5279.988770
	Iteration 4Q: 3 clusters Score -5654917 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -5655324.000000 Penalty: 5279.988770
	Iteration 5Q: 3 clusters Score -5655324 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -5655867.500000 Penalty: 5279.988770
	Iteration 6Q: 3 clusters Score -5655868 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -5656554.000000 Penalty: 5279.988770
	Iteration 7Q: 3 clusters Score -5656554 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -5657567.500000 Penalty: 5279.988770
	Iteration 8Q: 3 clusters Score -5657568 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -5659076.000000 Penalty: 5279.988770
	Iteration 9F: 3 clusters Score -5659076 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -5661001.500000 Penalty: 5279.988770
	Iteration 10F: 3 clusters Score -5661002 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -5663263.000000 Penalty: 5279.988770
	Iteration 11F: 3 clusters Score -5663263 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -5665418.500000 Penalty: 5279.988770
	Iteration 12F: 3 clusters Score -5665418 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5667091.500000 Penalty: 5279.988770
	Iteration 13Q: 3 clusters Score -5667092 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5668148.000000 Penalty: 5279.988770
	Iteration 14Q: 3 clusters Score -5668148 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5668688.500000 Penalty: 5279.988770
	Iteration 15Q: 3 clusters Score -5668688 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5668934.000000 Penalty: 5279.988770
	Iteration 16Q: 3 clusters Score -5668934 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5669063.500000 Penalty: 5279.988770
	Iteration 17Q: 3 clusters Score -5669064 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5669146.000000 Penalty: 5279.988770
	Iteration 18Q: 3 clusters Score -5669146 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5669188.500000 Penalty: 5279.988770
	Iteration 19Q: 3 clusters Score -5669188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5669204.500000 Penalty: 5279.988770
	Iteration 20F: 3 clusters Score -5669204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5669217.000000 Penalty: 5279.988770
	Iteration 21Q: 3 clusters Score -5669217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5669236.500000 Penalty: 5279.988770
	Iteration 22Q: 3 clusters Score -5669236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5669248.000000 Penalty: 5279.988770
	Iteration 23Q: 3 clusters Score -5669248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5669260.000000 Penalty: 5279.988770
	Iteration 24Q: 3 clusters Score -5669260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5669263.000000 Penalty: 5279.988770
	Iteration 25Q: 3 clusters Score -5669263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5669265.500000 Penalty: 5279.988770
	Iteration 26Q: 3 clusters Score -5669266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5669266.500000 Penalty: 5279.988770
	Iteration 27Q: 3 clusters Score -5669266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5669265.500000 Penalty: 5279.988770
	Iteration 28Q: 3 clusters Score -5669266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5669271.000000 Penalty: 5279.988770
	Iteration 29Q: 3 clusters Score -5669271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5669269.500000 Penalty: 5279.988770
	Iteration 30Q: 3 clusters Score -5669270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5669270.500000 Penalty: 5279.988770
	Iteration 31Q: 3 clusters Score -5669270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5669273.000000 Penalty: 5279.988770
	Iteration 32Q: 3 clusters Score -5669273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5669272.000000 Penalty: 5279.988770
	Iteration 33Q: 3 clusters Score -5669272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5669278.500000 Penalty: 5279.988770
	Iteration 34Q: 3 clusters Score -5669278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5669279.500000 Penalty: 5279.988770
	Iteration 35Q: 3 clusters Score -5669280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5669277.500000 Penalty: 5279.988770
	Iteration 36Q: 3 clusters Score -5669278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5669277.500000 Penalty: 5279.988770
	Iteration 37F: 3 clusters Score -5669278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Entering Unmasked Estep 
Score: -3750947.500000 Penalty: 2528.535889
	Iteration 0F: 2 clusters Score -3750948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -3732385.000000 Penalty: 5057.071777
	Iteration 0F: 3 clusters Score -3732385 nChanged 12013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -3739022.500000 Penalty: 5057.071777
	Iteration 1F: 3 clusters Score -3739022 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3739611.750000 Penalty: 5057.071777
	Iteration 2F: 3 clusters Score -3739612 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3740219.000000 Penalty: 5057.071777
	Iteration 3Q: 3 clusters Score -3740219 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -3740823.250000 Penalty: 5057.071777
	Iteration 4Q: 3 clusters Score -3740823 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -3741387.000000 Penalty: 5057.071777
	Iteration 5Q: 3 clusters Score -3741387 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -3742022.250000 Penalty: 5057.071777
	Iteration 6Q: 3 clusters Score -3742022 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3742693.250000 Penalty: 5057.071777
	Iteration 7Q: 3 clusters Score -3742693 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -3743385.750000 Penalty: 5057.071777
	Iteration 8Q: 3 clusters Score -3743386 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -3744086.750000 Penalty: 5057.071777
	Iteration 9Q: 3 clusters Score -3744087 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -3744774.250000 Penalty: 5057.071777
	Iteration 10Q: 3 clusters Score -3744774 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -3745449.500000 Penalty: 5057.071777
	Iteration 11Q: 3 clusters Score -3745450 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -3746003.000000 Penalty: 5057.071777
	Iteration 12Q: 3 clusters Score -3746003 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -3746421.500000 Penalty: 5057.071777
	Iteration 13Q: 3 clusters Score -3746422 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -3746651.000000 Penalty: 5057.071777
	Iteration 14Q: 3 clusters Score -3746651 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -3746796.250000 Penalty: 5057.071777
	Iteration 15Q: 3 clusters Score -3746796 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -3746876.000000 Penalty: 5057.071777
	Iteration 16Q: 3 clusters Score -3746876 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -3746908.500000 Penalty: 5057.071777
	Iteration 17Q: 3 clusters Score -3746908 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -3746940.750000 Penalty: 5057.071777
	Iteration 18Q: 3 clusters Score -3746941 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -3746982.500000 Penalty: 5057.071777
	Iteration 19Q: 3 clusters Score -3746982 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3746996.500000 Penalty: 5057.071777
	Iteration 20F: 3 clusters Score -3746996 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3747006.750000 Penalty: 5057.071777
	Iteration 21Q: 3 clusters Score -3747007 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3747023.750000 Penalty: 5057.071777
	Iteration 22Q: 3 clusters Score -3747024 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -3747038.000000 Penalty: 5057.071777
	Iteration 23Q: 3 clusters Score -3747038 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -3747056.250000 Penalty: 5057.071777
	Iteration 24Q: 3 clusters Score -3747056 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -3747067.250000 Penalty: 5057.071777
	Iteration 25Q: 3 clusters Score -3747067 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -3747070.000000 Penalty: 5057.071777
	Iteration 26Q: 3 clusters Score -3747070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -3747075.000000 Penalty: 5057.071777
	Iteration 27Q: 3 clusters Score -3747075 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -3747079.500000 Penalty: 5057.071777
	Iteration 28Q: 3 clusters Score -3747080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -3747088.250000 Penalty: 5057.071777
	Iteration 29Q: 3 clusters Score -3747088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -3747090.250000 Penalty: 5057.071777
	Iteration 30Q: 3 clusters Score -3747090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3747101.000000 Penalty: 5057.071777
	Iteration 31Q: 3 clusters Score -3747101 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -3747108.250000 Penalty: 5057.071777
	Iteration 32Q: 3 clusters Score -3747108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -3747115.000000 Penalty: 5057.071777
	Iteration 33Q: 3 clusters Score -3747115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -3747111.000000 Penalty: 5057.071777
	Iteration 34Q: 3 clusters Score -3747111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -3747124.500000 Penalty: 5057.071777
	Iteration 35Q: 3 clusters Score -3747124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3747134.750000 Penalty: 5057.071777
	Iteration 36Q: 3 clusters Score -3747135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -3747137.250000 Penalty: 5057.071777
	Iteration 37Q: 3 clusters Score -3747137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -3747127.000000 Penalty: 5057.071777
	Iteration 38Q: 3 clusters Score -3747127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -3747138.250000 Penalty: 5057.071777
	Iteration 39Q: 3 clusters Score -3747138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -3747130.750000 Penalty: 5057.071777
	Iteration 40F: 3 clusters Score -3747131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -3747135.250000 Penalty: 5057.071777
	Iteration 41Q: 3 clusters Score -3747135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -3747139.000000 Penalty: 5057.071777
	Iteration 42Q: 3 clusters Score -3747139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3747130.750000 Penalty: 5057.071777
	Iteration 43Q: 3 clusters Score -3747131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -3747135.250000 Penalty: 5057.071777
	Iteration 44Q: 3 clusters Score -3747135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3747138.750000 Penalty: 5057.071777
	Iteration 45Q: 3 clusters Score -3747139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -3747138.000000 Penalty: 5057.071777
	Iteration 46Q: 3 clusters Score -3747138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -3747147.250000 Penalty: 5057.071777
	Iteration 47Q: 3 clusters Score -3747147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3747142.000000 Penalty: 5057.071777
	Iteration 48Q: 3 clusters Score -3747142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -3747147.500000 Penalty: 5057.071777
	Iteration 49Q: 3 clusters Score -3747148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -3747159.250000 Penalty: 5057.071777
	Iteration 50Q: 3 clusters Score -3747159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3747147.500000 Penalty: 5057.071777
	Iteration 51Q: 3 clusters Score -3747148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -3747151.500000 Penalty: 5057.071777
	Iteration 52Q: 3 clusters Score -3747152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -3747152.000000 Penalty: 5057.071777
	Iteration 53Q: 3 clusters Score -3747152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -3747150.500000 Penalty: 5057.071777
	Iteration 54Q: 3 clusters Score -3747150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -3747150.500000 Penalty: 5057.071777
	Iteration 55Q: 3 clusters Score -3747150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -3747155.250000 Penalty: 5057.071777
	Iteration 56Q: 3 clusters Score -3747155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -3747160.250000 Penalty: 5057.071777
	Iteration 57Q: 3 clusters Score -3747160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -3747166.250000 Penalty: 5057.071777
	Iteration 58Q: 3 clusters Score -3747166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -3747162.250000 Penalty: 5057.071777
	Iteration 59Q: 3 clusters Score -3747162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -3747168.250000 Penalty: 5057.071777
	Iteration 60F: 3 clusters Score -3747168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -3747167.250000 Penalty: 5057.071777
	Iteration 61Q: 3 clusters Score -3747167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -3747169.000000 Penalty: 5057.071777
	Iteration 62Q: 3 clusters Score -3747169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -3747170.750000 Penalty: 5057.071777
	Iteration 63Q: 3 clusters Score -3747171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -3747176.000000 Penalty: 5057.071777
	Iteration 64Q: 3 clusters Score -3747176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -3747179.000000 Penalty: 5057.071777
	Iteration 65Q: 3 clusters Score -3747179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -3747180.250000 Penalty: 5057.071777
	Iteration 66Q: 3 clusters Score -3747180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3747185.000000 Penalty: 5057.071777
	Iteration 67Q: 3 clusters Score -3747185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -3747186.750000 Penalty: 5057.071777
	Iteration 68Q: 3 clusters Score -3747187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3747194.250000 Penalty: 5057.071777
	Iteration 69Q: 3 clusters Score -3747194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -3747192.750000 Penalty: 5057.071777
	Iteration 70Q: 3 clusters Score -3747193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -3747191.500000 Penalty: 5057.071777
	Iteration 71Q: 3 clusters Score -3747192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -3747200.250000 Penalty: 5057.071777
	Iteration 72Q: 3 clusters Score -3747200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -3747198.500000 Penalty: 5057.071777
	Iteration 73Q: 3 clusters Score -3747198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -3747200.500000 Penalty: 5057.071777
	Iteration 74Q: 3 clusters Score -3747200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -3747201.000000 Penalty: 5057.071777
	Iteration 75Q: 3 clusters Score -3747201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -3747196.000000 Penalty: 5057.071777
	Iteration 76Q: 3 clusters Score -3747196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -3747195.250000 Penalty: 5057.071777
	Iteration 77Q: 3 clusters Score -3747195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -3747191.750000 Penalty: 5057.071777
	Iteration 78Q: 3 clusters Score -3747192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3747195.750000 Penalty: 5057.071777
	Iteration 79Q: 3 clusters Score -3747196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3747191.250000 Penalty: 5057.071777
	Iteration 80F: 3 clusters Score -3747191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -3747202.000000 Penalty: 5057.071777
	Iteration 81Q: 3 clusters Score -3747202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -3747208.750000 Penalty: 5057.071777
	Iteration 82Q: 3 clusters Score -3747209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -3747206.250000 Penalty: 5057.071777
	Iteration 83Q: 3 clusters Score -3747206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -3747210.500000 Penalty: 5057.071777
	Iteration 84Q: 3 clusters Score -3747210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -3747208.750000 Penalty: 5057.071777
	Iteration 85Q: 3 clusters Score -3747209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -3747200.750000 Penalty: 5057.071777
	Iteration 86Q: 3 clusters Score -3747201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -3747196.000000 Penalty: 5057.071777
	Iteration 87Q: 3 clusters Score -3747196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3747191.750000 Penalty: 5057.071777
	Iteration 88Q: 3 clusters Score -3747192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3747195.500000 Penalty: 5057.071777
	Iteration 89Q: 3 clusters Score -3747196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -3747190.000000 Penalty: 5057.071777
	Iteration 90Q: 3 clusters Score -3747190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3747192.000000 Penalty: 5057.071777
	Iteration 91Q: 3 clusters Score -3747192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -3747193.750000 Penalty: 5057.071777
	Iteration 92Q: 3 clusters Score -3747194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -3747190.500000 Penalty: 5057.071777
	Iteration 93Q: 3 clusters Score -3747190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -3747189.250000 Penalty: 5057.071777
	Iteration 94Q: 3 clusters Score -3747189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3747192.250000 Penalty: 5057.071777
	Iteration 95Q: 3 clusters Score -3747192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -3747195.500000 Penalty: 5057.071777
	Iteration 96Q: 3 clusters Score -3747196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -3747204.000000 Penalty: 5057.071777
	Iteration 97Q: 3 clusters Score -3747204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -3747211.000000 Penalty: 5057.071777
	Iteration 98Q: 3 clusters Score -3747211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -3747209.000000 Penalty: 5057.071777
	Iteration 99Q: 3 clusters Score -3747209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -3747212.250000 Penalty: 5057.071777
	Iteration 100F: 3 clusters Score -3747212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -3747217.250000 Penalty: 5057.071777
	Iteration 101Q: 3 clusters Score -3747217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3747217.250000 Penalty: 5057.071777
	Iteration 102Q: 3 clusters Score -3747217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -3747218.000000 Penalty: 5057.071777
	Iteration 103Q: 3 clusters Score -3747218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -3747219.500000 Penalty: 5057.071777
	Iteration 104Q: 3 clusters Score -3747220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3747214.000000 Penalty: 5057.071777
	Iteration 105Q: 3 clusters Score -3747214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -3747214.250000 Penalty: 5057.071777
	Iteration 106Q: 3 clusters Score -3747214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -3747215.000000 Penalty: 5057.071777
	Iteration 107Q: 3 clusters Score -3747215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -3747213.250000 Penalty: 5057.071777
	Iteration 108Q: 3 clusters Score -3747213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3747222.250000 Penalty: 5057.071777
	Iteration 109Q: 3 clusters Score -3747222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -3747216.500000 Penalty: 5057.071777
	Iteration 110Q: 3 clusters Score -3747216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3747222.250000 Penalty: 5057.071777
	Iteration 111Q: 3 clusters Score -3747222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -3747225.250000 Penalty: 5057.071777
	Iteration 112Q: 3 clusters Score -3747225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -3747225.250000 Penalty: 5057.071777
	Iteration 113Q: 3 clusters Score -3747225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -3747235.750000 Penalty: 5057.071777
	Iteration 114Q: 3 clusters Score -3747236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -3747239.000000 Penalty: 5057.071777
	Iteration 115Q: 3 clusters Score -3747239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -3747247.750000 Penalty: 5057.071777
	Iteration 116Q: 3 clusters Score -3747248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -3747241.250000 Penalty: 5057.071777
	Iteration 117Q: 3 clusters Score -3747241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3747244.750000 Penalty: 5057.071777
	Iteration 118Q: 3 clusters Score -3747245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -3747242.500000 Penalty: 5057.071777
	Iteration 119Q: 3 clusters Score -3747242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -3747241.750000 Penalty: 5057.071777
	Iteration 120F: 3 clusters Score -3747242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -3747238.000000 Penalty: 5057.071777
	Iteration 121Q: 3 clusters Score -3747238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3747238.750000 Penalty: 5057.071777
	Iteration 122Q: 3 clusters Score -3747239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -3747236.000000 Penalty: 5057.071777
	Iteration 123Q: 3 clusters Score -3747236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -3747239.750000 Penalty: 5057.071777
	Iteration 124Q: 3 clusters Score -3747240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -3747240.250000 Penalty: 5057.071777
	Iteration 125Q: 3 clusters Score -3747240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -3747236.250000 Penalty: 5057.071777
	Iteration 126Q: 3 clusters Score -3747236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -3747241.500000 Penalty: 5057.071777
	Iteration 127Q: 3 clusters Score -3747242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -3747241.750000 Penalty: 5057.071777
	Iteration 128Q: 3 clusters Score -3747242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -3747243.250000 Penalty: 5057.071777
	Iteration 129Q: 3 clusters Score -3747243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -3747244.500000 Penalty: 5057.071777
	Iteration 130Q: 3 clusters Score -3747244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3747244.250000 Penalty: 5057.071777
	Iteration 131Q: 3 clusters Score -3747244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3747242.500000 Penalty: 5057.071777
	Iteration 132Q: 3 clusters Score -3747242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -3747240.000000 Penalty: 5057.071777
	Iteration 133Q: 3 clusters Score -3747240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -3747240.000000 Penalty: 5057.071777
	Iteration 134Q: 3 clusters Score -3747240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3747242.500000 Penalty: 5057.071777
	Iteration 135Q: 3 clusters Score -3747242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -3747240.500000 Penalty: 5057.071777
	Iteration 136Q: 3 clusters Score -3747240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -3747240.500000 Penalty: 5057.071777
	Iteration 137Q: 3 clusters Score -3747240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3747240.000000 Penalty: 5057.071777
	Iteration 138Q: 3 clusters Score -3747240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -3747238.250000 Penalty: 5057.071777
	Iteration 139Q: 3 clusters Score -3747238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3747241.250000 Penalty: 5057.071777
	Iteration 140F: 3 clusters Score -3747241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -3747238.500000 Penalty: 5057.071777
	Iteration 141Q: 3 clusters Score -3747238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3747239.750000 Penalty: 5057.071777
	Iteration 142Q: 3 clusters Score -3747240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3747240.500000 Penalty: 5057.071777
	Iteration 143Q: 3 clusters Score -3747240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -3747243.500000 Penalty: 5057.071777
	Iteration 144Q: 3 clusters Score -3747244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -3747242.750000 Penalty: 5057.071777
	Iteration 145Q: 3 clusters Score -3747243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -3747246.000000 Penalty: 5057.071777
	Iteration 146Q: 3 clusters Score -3747246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -3747242.000000 Penalty: 5057.071777
	Iteration 147Q: 3 clusters Score -3747242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -3747235.250000 Penalty: 5057.071777
	Iteration 148Q: 3 clusters Score -3747235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -3747239.500000 Penalty: 5057.071777
	Iteration 149Q: 3 clusters Score -3747240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3747244.500000 Penalty: 5057.071777
	Iteration 150Q: 3 clusters Score -3747244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -3747246.750000 Penalty: 5057.071777
	Iteration 151Q: 3 clusters Score -3747247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -3747244.500000 Penalty: 5057.071777
	Iteration 152Q: 3 clusters Score -3747244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -3747242.250000 Penalty: 5057.071777
	Iteration 153Q: 3 clusters Score -3747242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -3747248.500000 Penalty: 5057.071777
	Iteration 154Q: 3 clusters Score -3747248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -3747248.500000 Penalty: 5057.071777
	Iteration 155F: 3 clusters Score -3747248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -76319.265625 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -76319.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74729.171875 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -74729.17 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -75033.406250 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -75033.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -75211.585938 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -75211.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -75308.570312 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -75308.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -75395.468750 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -75395.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -75476.703125 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -75476.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -75651.921875 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -75651.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -76075.179688 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -76075.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76419.015625 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -76419.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -76483.851562 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -76483.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -76502.625000 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -76502.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -76505.539062 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -76505.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76507.093750 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -76507.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76508.867188 Penalty: 3191.535156
	Iteration 13F: 3 clusters Score -76508.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -76517.296875 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -76517.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -76524.625000 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -76524.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -76536.117188 Penalty: 3191.535156
	Iteration 16Q: 3 clusters Score -76536.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76539.835938 Penalty: 3191.535156
	Iteration 17Q: 3 clusters Score -76539.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76539.835938 Penalty: 3191.535156
	Iteration 18F: 3 clusters Score -76539.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 8411 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 139159 members 
Mstep: Class 6 contains 201283 members 
Mstep: Class 7 contains 22702 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 283307 members 
Mstep: Class 10 contains 89308 members 
Mstep: Class 11 contains 41988 members 
Mstep: Class 12 contains 26788 members 
Mstep: Class 13 contains 180 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4498 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42213 members 
Mstep: Class 18 contains 15973 members 
Mstep: Class 19 contains 15460 members 
Mstep: Class 20 contains 95837 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 443 members 
Entering Unmasked Estep 
Score: -135792880.000000 Penalty: 75362.250000
Splitting cluster 13 changes total score from -135794496.000000 to -135792880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -34056.769531 Penalty: 1409.527832
	Iteration 0F: 2 clusters Score -34056.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32849.253906 Penalty: 2819.055664
	Iteration 0F: 3 clusters Score -32849.25 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32979.597656 Penalty: 2819.055664
	Iteration 1F: 3 clusters Score -32979.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33012.300781 Penalty: 2819.055664
	Iteration 2Q: 3 clusters Score -33012.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33022.445312 Penalty: 2819.055664
	Iteration 3Q: 3 clusters Score -33022.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33032.496094 Penalty: 2819.055664
	Iteration 4Q: 3 clusters Score -33032.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33041.195312 Penalty: 2819.055664
	Iteration 5Q: 3 clusters Score -33041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33044.082031 Penalty: 2819.055664
	Iteration 6Q: 3 clusters Score -33044.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33047.523438 Penalty: 2819.055664
	Iteration 7Q: 3 clusters Score -33047.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33047.523438 Penalty: 2819.055664
	Iteration 8F: 3 clusters Score -33047.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Entering Unmasked Estep 
Score: -591921.312500 Penalty: 2086.024414
	Iteration 0F: 2 clusters Score -591921.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -587742.250000 Penalty: 4172.048828
	Iteration 0F: 3 clusters Score -587742.2 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -588738.375000 Penalty: 4172.048828
	Iteration 1F: 3 clusters Score -588738.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -589013.312500 Penalty: 4172.048828
	Iteration 2F: 3 clusters Score -589013.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -589257.125000 Penalty: 4172.048828
	Iteration 3F: 3 clusters Score -589257.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -589496.062500 Penalty: 4172.048828
	Iteration 4F: 3 clusters Score -589496.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -589720.437500 Penalty: 4172.048828
	Iteration 5F: 3 clusters Score -589720.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -589913.375000 Penalty: 4172.048828
	Iteration 6F: 3 clusters Score -589913.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -590078.812500 Penalty: 4172.048828
	Iteration 7Q: 3 clusters Score -590078.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -590206.250000 Penalty: 4172.048828
	Iteration 8Q: 3 clusters Score -590206.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -590317.687500 Penalty: 4172.048828
	Iteration 9Q: 3 clusters Score -590317.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -590406.875000 Penalty: 4172.048828
	Iteration 10Q: 3 clusters Score -590406.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -590480.125000 Penalty: 4172.048828
	Iteration 11Q: 3 clusters Score -590480.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -590538.500000 Penalty: 4172.048828
	Iteration 12Q: 3 clusters Score -590538.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -590581.000000 Penalty: 4172.048828
	Iteration 13Q: 3 clusters Score -590581 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -590609.625000 Penalty: 4172.048828
	Iteration 14Q: 3 clusters Score -590609.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -590623.812500 Penalty: 4172.048828
	Iteration 15Q: 3 clusters Score -590623.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -590636.812500 Penalty: 4172.048828
	Iteration 16Q: 3 clusters Score -590636.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -590647.875000 Penalty: 4172.048828
	Iteration 17Q: 3 clusters Score -590647.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -590653.437500 Penalty: 4172.048828
	Iteration 18Q: 3 clusters Score -590653.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -590661.062500 Penalty: 4172.048828
	Iteration 19Q: 3 clusters Score -590661.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -590683.562500 Penalty: 4172.048828
	Iteration 20F: 3 clusters Score -590683.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -590709.125000 Penalty: 4172.048828
	Iteration 21Q: 3 clusters Score -590709.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -590717.250000 Penalty: 4172.048828
	Iteration 22Q: 3 clusters Score -590717.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -590726.500000 Penalty: 4172.048828
	Iteration 23Q: 3 clusters Score -590726.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -590734.625000 Penalty: 4172.048828
	Iteration 24Q: 3 clusters Score -590734.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -590740.062500 Penalty: 4172.048828
	Iteration 25Q: 3 clusters Score -590740.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -590746.562500 Penalty: 4172.048828
	Iteration 26Q: 3 clusters Score -590746.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -590751.750000 Penalty: 4172.048828
	Iteration 27Q: 3 clusters Score -590751.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -590753.875000 Penalty: 4172.048828
	Iteration 28Q: 3 clusters Score -590753.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -590754.937500 Penalty: 4172.048828
	Iteration 29Q: 3 clusters Score -590754.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -590757.125000 Penalty: 4172.048828
	Iteration 30Q: 3 clusters Score -590757.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -590760.750000 Penalty: 4172.048828
	Iteration 31Q: 3 clusters Score -590760.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -590762.375000 Penalty: 4172.048828
	Iteration 32Q: 3 clusters Score -590762.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -590764.625000 Penalty: 4172.048828
	Iteration 33Q: 3 clusters Score -590764.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -590768.125000 Penalty: 4172.048828
	Iteration 34Q: 3 clusters Score -590768.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -590768.062500 Penalty: 4172.048828
	Iteration 35Q: 3 clusters Score -590768.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -590768.937500 Penalty: 4172.048828
	Iteration 36Q: 3 clusters Score -590768.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -590770.187500 Penalty: 4172.048828
	Iteration 37Q: 3 clusters Score -590770.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -590770.437500 Penalty: 4172.048828
	Iteration 38Q: 3 clusters Score -590770.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -590770.437500 Penalty: 4172.048828
	Iteration 39F: 3 clusters Score -590770.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -145388.171875 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -145388.2 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 575 members 
Entering Unmasked Estep 
Score: -143440.015625 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -143440 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -143809.781250 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -143809.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -143940.812500 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -143940.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -144033.250000 Penalty: 3482.014648
	Iteration 3Q: 3 clusters Score -144033.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -144090.203125 Penalty: 3482.014648
	Iteration 4Q: 3 clusters Score -144090.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -144163.796875 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -144163.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -144226.218750 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -144226.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -144293.328125 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -144293.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -144382.500000 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -144382.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -144520.921875 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -144520.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -144741.906250 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -144741.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -145157.187500 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -145157.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -145383.046875 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -145383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -145458.531250 Penalty: 3482.014648
	Iteration 13Q: 3 clusters Score -145458.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -145517.953125 Penalty: 3482.014648
	Iteration 14Q: 3 clusters Score -145518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -145562.078125 Penalty: 3482.014648
	Iteration 15Q: 3 clusters Score -145562.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -145615.250000 Penalty: 3482.014648
	Iteration 16Q: 3 clusters Score -145615.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -145642.890625 Penalty: 3482.014648
	Iteration 17Q: 3 clusters Score -145642.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -145663.156250 Penalty: 3482.014648
	Iteration 18Q: 3 clusters Score -145663.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -145686.078125 Penalty: 3482.014648
	Iteration 19Q: 3 clusters Score -145686.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -145716.109375 Penalty: 3482.014648
	Iteration 20F: 3 clusters Score -145716.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -145723.984375 Penalty: 3482.014648
	Iteration 21Q: 3 clusters Score -145724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -145731.328125 Penalty: 3482.014648
	Iteration 22Q: 3 clusters Score -145731.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -145731.328125 Penalty: 3482.014648
	Iteration 23F: 3 clusters Score -145731.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 8411 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 139159 members 
Mstep: Class 6 contains 201283 members 
Mstep: Class 7 contains 22702 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 283307 members 
Mstep: Class 10 contains 89308 members 
Mstep: Class 11 contains 41988 members 
Mstep: Class 12 contains 26788 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4498 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 42213 members 
Mstep: Class 18 contains 15973 members 
Mstep: Class 19 contains 15460 members 
Mstep: Class 20 contains 95837 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 405 members 
Entering Unmasked Estep 
Score: -135792976.000000 Penalty: 75362.250000
Splitting cluster 16 changes total score from -135794496.000000 to -135792976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (42213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Entering Unmasked Estep 
Score: -5715481.500000 Penalty: 2641.319824
	Iteration 0F: 2 clusters Score -5715482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -5686825.500000 Penalty: 5282.639648
	Iteration 0F: 3 clusters Score -5686826 nChanged 19423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -5697598.500000 Penalty: 5282.639648
	Iteration 1F: 3 clusters Score -5697598 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -5698427.500000 Penalty: 5282.639648
	Iteration 2Q: 3 clusters Score -5698428 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -5699488.000000 Penalty: 5282.639648
	Iteration 3F: 3 clusters Score -5699488 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -5700730.500000 Penalty: 5282.639648
	Iteration 4F: 3 clusters Score -5700730 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -5702066.500000 Penalty: 5282.639648
	Iteration 5F: 3 clusters Score -5702066 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -5703330.000000 Penalty: 5282.639648
	Iteration 6F: 3 clusters Score -5703330 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -5704358.500000 Penalty: 5282.639648
	Iteration 7F: 3 clusters Score -5704358 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -5705090.000000 Penalty: 5282.639648
	Iteration 8Q: 3 clusters Score -5705090 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -5705601.000000 Penalty: 5282.639648
	Iteration 9Q: 3 clusters Score -5705601 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -5705902.000000 Penalty: 5282.639648
	Iteration 10Q: 3 clusters Score -5705902 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -5706122.000000 Penalty: 5282.639648
	Iteration 11Q: 3 clusters Score -5706122 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -5706193.500000 Penalty: 5282.639648
	Iteration 12Q: 3 clusters Score -5706194 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -5706274.500000 Penalty: 5282.639648
	Iteration 13Q: 3 clusters Score -5706274 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -5706347.500000 Penalty: 5282.639648
	Iteration 14Q: 3 clusters Score -5706348 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -5706372.000000 Penalty: 5282.639648
	Iteration 15Q: 3 clusters Score -5706372 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -5706405.000000 Penalty: 5282.639648
	Iteration 16Q: 3 clusters Score -5706405 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -5706425.500000 Penalty: 5282.639648
	Iteration 17Q: 3 clusters Score -5706426 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -5706452.000000 Penalty: 5282.639648
	Iteration 18Q: 3 clusters Score -5706452 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -5706483.000000 Penalty: 5282.639648
	Iteration 19Q: 3 clusters Score -5706483 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -5706512.000000 Penalty: 5282.639648
	Iteration 20F: 3 clusters Score -5706512 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -5706500.000000 Penalty: 5282.639648
	Iteration 21Q: 3 clusters Score -5706500 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -5706512.000000 Penalty: 5282.639648
	Iteration 22Q: 3 clusters Score -5706512 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -5706500.500000 Penalty: 5282.639648
	Iteration 23Q: 3 clusters Score -5706500 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -5706521.000000 Penalty: 5282.639648
	Iteration 24Q: 3 clusters Score -5706521 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -5706500.000000 Penalty: 5282.639648
	Iteration 25Q: 3 clusters Score -5706500 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -5706508.500000 Penalty: 5282.639648
	Iteration 26Q: 3 clusters Score -5706508 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -5706515.000000 Penalty: 5282.639648
	Iteration 27Q: 3 clusters Score -5706515 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -5706545.500000 Penalty: 5282.639648
	Iteration 28Q: 3 clusters Score -5706546 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -5706573.500000 Penalty: 5282.639648
	Iteration 29Q: 3 clusters Score -5706574 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -5706588.000000 Penalty: 5282.639648
	Iteration 30Q: 3 clusters Score -5706588 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -5706584.500000 Penalty: 5282.639648
	Iteration 31Q: 3 clusters Score -5706584 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -5706594.000000 Penalty: 5282.639648
	Iteration 32Q: 3 clusters Score -5706594 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -5706609.500000 Penalty: 5282.639648
	Iteration 33Q: 3 clusters Score -5706610 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -5706624.000000 Penalty: 5282.639648
	Iteration 34Q: 3 clusters Score -5706624 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -5706628.500000 Penalty: 5282.639648
	Iteration 35Q: 3 clusters Score -5706628 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -5706647.000000 Penalty: 5282.639648
	Iteration 36Q: 3 clusters Score -5706647 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -5706667.500000 Penalty: 5282.639648
	Iteration 37Q: 3 clusters Score -5706668 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -5706677.000000 Penalty: 5282.639648
	Iteration 38Q: 3 clusters Score -5706677 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -5706687.500000 Penalty: 5282.639648
	Iteration 39Q: 3 clusters Score -5706688 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -5706704.500000 Penalty: 5282.639648
	Iteration 40F: 3 clusters Score -5706704 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -5706721.000000 Penalty: 5282.639648
	Iteration 41Q: 3 clusters Score -5706721 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -5706762.500000 Penalty: 5282.639648
	Iteration 42Q: 3 clusters Score -5706762 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -5706808.500000 Penalty: 5282.639648
	Iteration 43Q: 3 clusters Score -5706808 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -5706855.500000 Penalty: 5282.639648
	Iteration 44Q: 3 clusters Score -5706856 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -5706918.500000 Penalty: 5282.639648
	Iteration 45Q: 3 clusters Score -5706918 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -5706984.500000 Penalty: 5282.639648
	Iteration 46Q: 3 clusters Score -5706984 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -5707053.500000 Penalty: 5282.639648
	Iteration 47Q: 3 clusters Score -5707054 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -5707189.000000 Penalty: 5282.639648
	Iteration 48Q: 3 clusters Score -5707189 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -5707361.500000 Penalty: 5282.639648
	Iteration 49Q: 3 clusters Score -5707362 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -5707601.000000 Penalty: 5282.639648
	Iteration 50Q: 3 clusters Score -5707601 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -5707925.000000 Penalty: 5282.639648
	Iteration 51Q: 3 clusters Score -5707925 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -5708340.500000 Penalty: 5282.639648
	Iteration 52Q: 3 clusters Score -5708340 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -5708839.500000 Penalty: 5282.639648
	Iteration 53Q: 3 clusters Score -5708840 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -5709455.000000 Penalty: 5282.639648
	Iteration 54Q: 3 clusters Score -5709455 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5710167.000000 Penalty: 5282.639648
	Iteration 55Q: 3 clusters Score -5710167 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -5710908.000000 Penalty: 5282.639648
	Iteration 56Q: 3 clusters Score -5710908 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5711488.000000 Penalty: 5282.639648
	Iteration 57Q: 3 clusters Score -5711488 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5711822.000000 Penalty: 5282.639648
	Iteration 58Q: 3 clusters Score -5711822 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5712032.000000 Penalty: 5282.639648
	Iteration 59Q: 3 clusters Score -5712032 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5712377.000000 Penalty: 5282.639648
	Iteration 60F: 3 clusters Score -5712377 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5712721.000000 Penalty: 5282.639648
	Iteration 61Q: 3 clusters Score -5712721 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5712914.000000 Penalty: 5282.639648
	Iteration 62Q: 3 clusters Score -5712914 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5713038.500000 Penalty: 5282.639648
	Iteration 63Q: 3 clusters Score -5713038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5713102.500000 Penalty: 5282.639648
	Iteration 64Q: 3 clusters Score -5713102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5713121.000000 Penalty: 5282.639648
	Iteration 65Q: 3 clusters Score -5713121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5713136.000000 Penalty: 5282.639648
	Iteration 66Q: 3 clusters Score -5713136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5713154.500000 Penalty: 5282.639648
	Iteration 67Q: 3 clusters Score -5713154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5713162.500000 Penalty: 5282.639648
	Iteration 68Q: 3 clusters Score -5713162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5713172.500000 Penalty: 5282.639648
	Iteration 69Q: 3 clusters Score -5713172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5713174.500000 Penalty: 5282.639648
	Iteration 70Q: 3 clusters Score -5713174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5713180.000000 Penalty: 5282.639648
	Iteration 71Q: 3 clusters Score -5713180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5713186.000000 Penalty: 5282.639648
	Iteration 72Q: 3 clusters Score -5713186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5713186.500000 Penalty: 5282.639648
	Iteration 73Q: 3 clusters Score -5713186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5713196.000000 Penalty: 5282.639648
	Iteration 74Q: 3 clusters Score -5713196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5713195.500000 Penalty: 5282.639648
	Iteration 75Q: 3 clusters Score -5713196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5713197.000000 Penalty: 5282.639648
	Iteration 76Q: 3 clusters Score -5713197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5713195.000000 Penalty: 5282.639648
	Iteration 77Q: 3 clusters Score -5713195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5713195.000000 Penalty: 5282.639648
	Iteration 78F: 3 clusters Score -5713195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Entering Unmasked Estep 
Score: -2242552.250000 Penalty: 2400.306396
	Iteration 0F: 2 clusters Score -2242552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2231056.250000 Penalty: 4800.612793
	Iteration 0F: 3 clusters Score -2231056 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2234681.500000 Penalty: 4800.612793
	Iteration 1F: 3 clusters Score -2234682 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2235015.500000 Penalty: 4800.612793
	Iteration 2F: 3 clusters Score -2235016 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2235293.250000 Penalty: 4800.612793
	Iteration 3Q: 3 clusters Score -2235293 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2235600.250000 Penalty: 4800.612793
	Iteration 4Q: 3 clusters Score -2235600 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2235973.250000 Penalty: 4800.612793
	Iteration 5Q: 3 clusters Score -2235973 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2236445.750000 Penalty: 4800.612793
	Iteration 6Q: 3 clusters Score -2236446 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2237111.500000 Penalty: 4800.612793
	Iteration 7F: 3 clusters Score -2237112 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2237895.500000 Penalty: 4800.612793
	Iteration 8F: 3 clusters Score -2237896 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2238733.750000 Penalty: 4800.612793
	Iteration 9F: 3 clusters Score -2238734 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2239403.500000 Penalty: 4800.612793
	Iteration 10Q: 3 clusters Score -2239404 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2239913.000000 Penalty: 4800.612793
	Iteration 11Q: 3 clusters Score -2239913 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2240199.750000 Penalty: 4800.612793
	Iteration 12Q: 3 clusters Score -2240200 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2240385.250000 Penalty: 4800.612793
	Iteration 13Q: 3 clusters Score -2240385 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2240482.500000 Penalty: 4800.612793
	Iteration 14Q: 3 clusters Score -2240482 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2240542.500000 Penalty: 4800.612793
	Iteration 15Q: 3 clusters Score -2240542 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2240578.750000 Penalty: 4800.612793
	Iteration 16Q: 3 clusters Score -2240579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2240610.000000 Penalty: 4800.612793
	Iteration 17Q: 3 clusters Score -2240610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2240624.000000 Penalty: 4800.612793
	Iteration 18Q: 3 clusters Score -2240624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2240629.000000 Penalty: 4800.612793
	Iteration 19Q: 3 clusters Score -2240629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2240632.000000 Penalty: 4800.612793
	Iteration 20F: 3 clusters Score -2240632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2240636.500000 Penalty: 4800.612793
	Iteration 21Q: 3 clusters Score -2240636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2240638.000000 Penalty: 4800.612793
	Iteration 22Q: 3 clusters Score -2240638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2240638.750000 Penalty: 4800.612793
	Iteration 23Q: 3 clusters Score -2240639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2240639.250000 Penalty: 4800.612793
	Iteration 24Q: 3 clusters Score -2240639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2240644.000000 Penalty: 4800.612793
	Iteration 25Q: 3 clusters Score -2240644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2240647.500000 Penalty: 4800.612793
	Iteration 26Q: 3 clusters Score -2240648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2240646.500000 Penalty: 4800.612793
	Iteration 27Q: 3 clusters Score -2240646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2240650.250000 Penalty: 4800.612793
	Iteration 28Q: 3 clusters Score -2240650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2240652.500000 Penalty: 4800.612793
	Iteration 29Q: 3 clusters Score -2240652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2240656.250000 Penalty: 4800.612793
	Iteration 30Q: 3 clusters Score -2240656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2240664.000000 Penalty: 4800.612793
	Iteration 31Q: 3 clusters Score -2240664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2240674.500000 Penalty: 4800.612793
	Iteration 32Q: 3 clusters Score -2240674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2240692.750000 Penalty: 4800.612793
	Iteration 33Q: 3 clusters Score -2240693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2240701.500000 Penalty: 4800.612793
	Iteration 34Q: 3 clusters Score -2240702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2240707.250000 Penalty: 4800.612793
	Iteration 35Q: 3 clusters Score -2240707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2240723.750000 Penalty: 4800.612793
	Iteration 36Q: 3 clusters Score -2240724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2240724.750000 Penalty: 4800.612793
	Iteration 37Q: 3 clusters Score -2240725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2240732.000000 Penalty: 4800.612793
	Iteration 38Q: 3 clusters Score -2240732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2240733.250000 Penalty: 4800.612793
	Iteration 39Q: 3 clusters Score -2240733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2240736.250000 Penalty: 4800.612793
	Iteration 40F: 3 clusters Score -2240736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2240742.750000 Penalty: 4800.612793
	Iteration 41Q: 3 clusters Score -2240743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2240742.750000 Penalty: 4800.612793
	Iteration 42F: 3 clusters Score -2240743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Entering Unmasked Estep 
Score: -2041098.000000 Penalty: 2392.210938
	Iteration 0F: 2 clusters Score -2041098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2029908.500000 Penalty: 4784.421875
	Iteration 0F: 3 clusters Score -2029908 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2033620.750000 Penalty: 4784.421875
	Iteration 1F: 3 clusters Score -2033621 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2034218.500000 Penalty: 4784.421875
	Iteration 2F: 3 clusters Score -2034218 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2034898.625000 Penalty: 4784.421875
	Iteration 3F: 3 clusters Score -2034899 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2035620.125000 Penalty: 4784.421875
	Iteration 4F: 3 clusters Score -2035620 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2036366.250000 Penalty: 4784.421875
	Iteration 5F: 3 clusters Score -2036366 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2037007.250000 Penalty: 4784.421875
	Iteration 6F: 3 clusters Score -2037007 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2037481.000000 Penalty: 4784.421875
	Iteration 7F: 3 clusters Score -2037481 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2037796.875000 Penalty: 4784.421875
	Iteration 8Q: 3 clusters Score -2037797 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2038015.625000 Penalty: 4784.421875
	Iteration 9Q: 3 clusters Score -2038016 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2038171.375000 Penalty: 4784.421875
	Iteration 10Q: 3 clusters Score -2038171 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2038267.250000 Penalty: 4784.421875
	Iteration 11Q: 3 clusters Score -2038267 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2038357.000000 Penalty: 4784.421875
	Iteration 12Q: 3 clusters Score -2038357 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2038450.500000 Penalty: 4784.421875
	Iteration 13Q: 3 clusters Score -2038450 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2038521.125000 Penalty: 4784.421875
	Iteration 14Q: 3 clusters Score -2038521 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2038595.875000 Penalty: 4784.421875
	Iteration 15Q: 3 clusters Score -2038596 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2038666.250000 Penalty: 4784.421875
	Iteration 16Q: 3 clusters Score -2038666 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2038740.750000 Penalty: 4784.421875
	Iteration 17Q: 3 clusters Score -2038741 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2038814.000000 Penalty: 4784.421875
	Iteration 18Q: 3 clusters Score -2038814 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2038903.875000 Penalty: 4784.421875
	Iteration 19Q: 3 clusters Score -2038904 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2038979.750000 Penalty: 4784.421875
	Iteration 20F: 3 clusters Score -2038980 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2039052.750000 Penalty: 4784.421875
	Iteration 21Q: 3 clusters Score -2039053 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2039124.375000 Penalty: 4784.421875
	Iteration 22Q: 3 clusters Score -2039124 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2039168.125000 Penalty: 4784.421875
	Iteration 23Q: 3 clusters Score -2039168 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2039216.625000 Penalty: 4784.421875
	Iteration 24Q: 3 clusters Score -2039217 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2039246.375000 Penalty: 4784.421875
	Iteration 25Q: 3 clusters Score -2039246 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2039275.875000 Penalty: 4784.421875
	Iteration 26Q: 3 clusters Score -2039276 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2039299.750000 Penalty: 4784.421875
	Iteration 27Q: 3 clusters Score -2039300 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2039316.500000 Penalty: 4784.421875
	Iteration 28Q: 3 clusters Score -2039316 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2039324.000000 Penalty: 4784.421875
	Iteration 29Q: 3 clusters Score -2039324 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2039339.250000 Penalty: 4784.421875
	Iteration 30Q: 3 clusters Score -2039339 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2039333.875000 Penalty: 4784.421875
	Iteration 31Q: 3 clusters Score -2039334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2039339.375000 Penalty: 4784.421875
	Iteration 32Q: 3 clusters Score -2039339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2039345.375000 Penalty: 4784.421875
	Iteration 33Q: 3 clusters Score -2039345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2039344.875000 Penalty: 4784.421875
	Iteration 34Q: 3 clusters Score -2039345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2039351.500000 Penalty: 4784.421875
	Iteration 35Q: 3 clusters Score -2039352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2039352.125000 Penalty: 4784.421875
	Iteration 36Q: 3 clusters Score -2039352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2039349.000000 Penalty: 4784.421875
	Iteration 37Q: 3 clusters Score -2039349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2039354.000000 Penalty: 4784.421875
	Iteration 38Q: 3 clusters Score -2039354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2039353.875000 Penalty: 4784.421875
	Iteration 39Q: 3 clusters Score -2039354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2039356.250000 Penalty: 4784.421875
	Iteration 40F: 3 clusters Score -2039356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2039360.250000 Penalty: 4784.421875
	Iteration 41Q: 3 clusters Score -2039360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2039361.125000 Penalty: 4784.421875
	Iteration 42Q: 3 clusters Score -2039361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2039358.750000 Penalty: 4784.421875
	Iteration 43Q: 3 clusters Score -2039359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2039358.625000 Penalty: 4784.421875
	Iteration 44Q: 3 clusters Score -2039359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2039357.375000 Penalty: 4784.421875
	Iteration 45Q: 3 clusters Score -2039357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2039357.625000 Penalty: 4784.421875
	Iteration 46Q: 3 clusters Score -2039358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2039357.625000 Penalty: 4784.421875
	Iteration 47F: 3 clusters Score -2039358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (95837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95837 members 
Entering Unmasked Estep 
Score: -13365597.000000 Penalty: 2844.660156
	Iteration 0F: 2 clusters Score -1.33656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -13301572.000000 Penalty: 5689.320312
	Iteration 0F: 3 clusters Score -1.330157e+07 nChanged 45297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -13327265.000000 Penalty: 5689.320312
	Iteration 1F: 3 clusters Score -1.332726e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -13328210.000000 Penalty: 5689.320312
	Iteration 2Q: 3 clusters Score -1.332821e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -13329649.000000 Penalty: 5689.320312
	Iteration 3Q: 3 clusters Score -1.332965e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -13331595.000000 Penalty: 5689.320312
	Iteration 4Q: 3 clusters Score -1.33316e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -13334206.000000 Penalty: 5689.320312
	Iteration 5Q: 3 clusters Score -1.333421e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -13337563.000000 Penalty: 5689.320312
	Iteration 6F: 3 clusters Score -1.333756e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -13342205.000000 Penalty: 5689.320312
	Iteration 7F: 3 clusters Score -1.33422e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -13346973.000000 Penalty: 5689.320312
	Iteration 8F: 3 clusters Score -1.334697e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -13350484.000000 Penalty: 5689.320312
	Iteration 9F: 3 clusters Score -1.335048e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -13352370.000000 Penalty: 5689.320312
	Iteration 10Q: 3 clusters Score -1.335237e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -13353382.000000 Penalty: 5689.320312
	Iteration 11Q: 3 clusters Score -1.335338e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -13353999.000000 Penalty: 5689.320312
	Iteration 12Q: 3 clusters Score -1.3354e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -13354494.000000 Penalty: 5689.320312
	Iteration 13Q: 3 clusters Score -1.335449e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -13355003.000000 Penalty: 5689.320312
	Iteration 14Q: 3 clusters Score -1.3355e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -13355607.000000 Penalty: 5689.320312
	Iteration 15Q: 3 clusters Score -1.335561e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -13356245.000000 Penalty: 5689.320312
	Iteration 16Q: 3 clusters Score -1.335624e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -13356913.000000 Penalty: 5689.320312
	Iteration 17Q: 3 clusters Score -1.335691e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -13357465.000000 Penalty: 5689.320312
	Iteration 18Q: 3 clusters Score -1.335746e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60623 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -13357865.000000 Penalty: 5689.320312
	Iteration 19Q: 3 clusters Score -1.335786e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -13358317.000000 Penalty: 5689.320312
	Iteration 20F: 3 clusters Score -1.335832e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -13358691.000000 Penalty: 5689.320312
	Iteration 21Q: 3 clusters Score -1.335869e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64558 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -13359064.000000 Penalty: 5689.320312
	Iteration 22Q: 3 clusters Score -1.335906e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -13359408.000000 Penalty: 5689.320312
	Iteration 23Q: 3 clusters Score -1.335941e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -13359644.000000 Penalty: 5689.320312
	Iteration 24Q: 3 clusters Score -1.335964e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68157 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -13359946.000000 Penalty: 5689.320312
	Iteration 25Q: 3 clusters Score -1.335995e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69271 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -13360124.000000 Penalty: 5689.320312
	Iteration 26Q: 3 clusters Score -1.336012e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70370 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -13360320.000000 Penalty: 5689.320312
	Iteration 27Q: 3 clusters Score -1.336032e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71428 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -13360554.000000 Penalty: 5689.320312
	Iteration 28Q: 3 clusters Score -1.336055e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72470 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -13360790.000000 Penalty: 5689.320312
	Iteration 29Q: 3 clusters Score -1.336079e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73488 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -13361060.000000 Penalty: 5689.320312
	Iteration 30Q: 3 clusters Score -1.336106e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74455 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -13361192.000000 Penalty: 5689.320312
	Iteration 31Q: 3 clusters Score -1.336119e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75392 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -13361392.000000 Penalty: 5689.320312
	Iteration 32Q: 3 clusters Score -1.336139e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -13361610.000000 Penalty: 5689.320312
	Iteration 33Q: 3 clusters Score -1.336161e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77223 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -13361836.000000 Penalty: 5689.320312
	Iteration 34Q: 3 clusters Score -1.336184e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78104 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -13362055.000000 Penalty: 5689.320312
	Iteration 35Q: 3 clusters Score -1.336206e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78917 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -13362263.000000 Penalty: 5689.320312
	Iteration 36Q: 3 clusters Score -1.336226e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79721 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -13362297.000000 Penalty: 5689.320312
	Iteration 37Q: 3 clusters Score -1.33623e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80507 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -13362549.000000 Penalty: 5689.320312
	Iteration 38Q: 3 clusters Score -1.336255e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -13362643.000000 Penalty: 5689.320312
	Iteration 39Q: 3 clusters Score -1.336264e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82005 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -13362856.000000 Penalty: 5689.320312
	Iteration 40F: 3 clusters Score -1.336286e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82693 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -13363050.000000 Penalty: 5689.320312
	Iteration 41Q: 3 clusters Score -1.336305e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83375 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -13363176.000000 Penalty: 5689.320312
	Iteration 42Q: 3 clusters Score -1.336318e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83985 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -13363323.000000 Penalty: 5689.320312
	Iteration 43Q: 3 clusters Score -1.336332e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84555 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -13363439.000000 Penalty: 5689.320312
	Iteration 44Q: 3 clusters Score -1.336344e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -13363513.000000 Penalty: 5689.320312
	Iteration 45Q: 3 clusters Score -1.336351e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85593 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -13363593.000000 Penalty: 5689.320312
	Iteration 46Q: 3 clusters Score -1.336359e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86063 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -13363687.000000 Penalty: 5689.320312
	Iteration 47Q: 3 clusters Score -1.336369e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86471 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -13363791.000000 Penalty: 5689.320312
	Iteration 48Q: 3 clusters Score -1.336379e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86886 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -13363854.000000 Penalty: 5689.320312
	Iteration 49Q: 3 clusters Score -1.336385e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87243 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -13363951.000000 Penalty: 5689.320312
	Iteration 50Q: 3 clusters Score -1.336395e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87594 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -13364061.000000 Penalty: 5689.320312
	Iteration 51Q: 3 clusters Score -1.336406e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87952 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -13364167.000000 Penalty: 5689.320312
	Iteration 52Q: 3 clusters Score -1.336417e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88262 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -13364228.000000 Penalty: 5689.320312
	Iteration 53Q: 3 clusters Score -1.336423e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88543 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -13364248.000000 Penalty: 5689.320312
	Iteration 54Q: 3 clusters Score -1.336425e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -13364304.000000 Penalty: 5689.320312
	Iteration 55Q: 3 clusters Score -1.33643e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89004 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -13364310.000000 Penalty: 5689.320312
	Iteration 56Q: 3 clusters Score -1.336431e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89195 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -13364351.000000 Penalty: 5689.320312
	Iteration 57Q: 3 clusters Score -1.336435e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -13364365.000000 Penalty: 5689.320312
	Iteration 58Q: 3 clusters Score -1.336436e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89515 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -13364384.000000 Penalty: 5689.320312
	Iteration 59Q: 3 clusters Score -1.336438e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89668 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -13364410.000000 Penalty: 5689.320312
	Iteration 60F: 3 clusters Score -1.336441e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89789 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -13364431.000000 Penalty: 5689.320312
	Iteration 61Q: 3 clusters Score -1.336443e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89905 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -13364452.000000 Penalty: 5689.320312
	Iteration 62Q: 3 clusters Score -1.336445e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90002 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -13364447.000000 Penalty: 5689.320312
	Iteration 63Q: 3 clusters Score -1.336445e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90088 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -13364433.000000 Penalty: 5689.320312
	Iteration 64Q: 3 clusters Score -1.336443e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90173 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -13364427.000000 Penalty: 5689.320312
	Iteration 65Q: 3 clusters Score -1.336443e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -13364453.000000 Penalty: 5689.320312
	Iteration 66Q: 3 clusters Score -1.336445e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90316 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -13364431.000000 Penalty: 5689.320312
	Iteration 67Q: 3 clusters Score -1.336443e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90379 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -13364434.000000 Penalty: 5689.320312
	Iteration 68Q: 3 clusters Score -1.336443e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90432 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -13364429.000000 Penalty: 5689.320312
	Iteration 69Q: 3 clusters Score -1.336443e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -13364465.000000 Penalty: 5689.320312
	Iteration 70Q: 3 clusters Score -1.336446e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90538 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -13364465.000000 Penalty: 5689.320312
	Iteration 71Q: 3 clusters Score -1.336446e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90578 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -13364479.000000 Penalty: 5689.320312
	Iteration 72Q: 3 clusters Score -1.336448e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90623 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -13364488.000000 Penalty: 5689.320312
	Iteration 73Q: 3 clusters Score -1.336449e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90669 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -13364471.000000 Penalty: 5689.320312
	Iteration 74Q: 3 clusters Score -1.336447e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90706 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -13364470.000000 Penalty: 5689.320312
	Iteration 75Q: 3 clusters Score -1.336447e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90751 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -13364467.000000 Penalty: 5689.320312
	Iteration 76Q: 3 clusters Score -1.336447e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90799 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -13364473.000000 Penalty: 5689.320312
	Iteration 77Q: 3 clusters Score -1.336447e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90843 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -13364477.000000 Penalty: 5689.320312
	Iteration 78Q: 3 clusters Score -1.336448e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90870 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -13364474.000000 Penalty: 5689.320312
	Iteration 79Q: 3 clusters Score -1.336447e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90900 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -13364466.000000 Penalty: 5689.320312
	Iteration 80F: 3 clusters Score -1.336447e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90927 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -13364492.000000 Penalty: 5689.320312
	Iteration 81Q: 3 clusters Score -1.336449e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90951 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -13364497.000000 Penalty: 5689.320312
	Iteration 82Q: 3 clusters Score -1.33645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90970 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -13364505.000000 Penalty: 5689.320312
	Iteration 83Q: 3 clusters Score -1.33645e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90990 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -13364502.000000 Penalty: 5689.320312
	Iteration 84Q: 3 clusters Score -1.33645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91000 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -13364509.000000 Penalty: 5689.320312
	Iteration 85Q: 3 clusters Score -1.336451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91012 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -13364523.000000 Penalty: 5689.320312
	Iteration 86Q: 3 clusters Score -1.336452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91021 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -13364518.000000 Penalty: 5689.320312
	Iteration 87Q: 3 clusters Score -1.336452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -13364521.000000 Penalty: 5689.320312
	Iteration 88Q: 3 clusters Score -1.336452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91042 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -13364512.000000 Penalty: 5689.320312
	Iteration 89Q: 3 clusters Score -1.336451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91052 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -13364510.000000 Penalty: 5689.320312
	Iteration 90Q: 3 clusters Score -1.336451e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91069 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -13364502.000000 Penalty: 5689.320312
	Iteration 91Q: 3 clusters Score -1.33645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91080 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -13364515.000000 Penalty: 5689.320312
	Iteration 92Q: 3 clusters Score -1.336452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91089 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -13364507.000000 Penalty: 5689.320312
	Iteration 93Q: 3 clusters Score -1.336451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91101 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -13364514.000000 Penalty: 5689.320312
	Iteration 94Q: 3 clusters Score -1.336451e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91117 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -13364504.000000 Penalty: 5689.320312
	Iteration 95Q: 3 clusters Score -1.33645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91129 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -13364505.000000 Penalty: 5689.320312
	Iteration 96Q: 3 clusters Score -1.33645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91145 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -13364515.000000 Penalty: 5689.320312
	Iteration 97Q: 3 clusters Score -1.336452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91158 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -13364530.000000 Penalty: 5689.320312
	Iteration 98Q: 3 clusters Score -1.336453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91171 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -13364541.000000 Penalty: 5689.320312
	Iteration 99Q: 3 clusters Score -1.336454e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -13364542.000000 Penalty: 5689.320312
	Iteration 100F: 3 clusters Score -1.336454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -13364518.000000 Penalty: 5689.320312
	Iteration 101Q: 3 clusters Score -1.336452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91217 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -13364528.000000 Penalty: 5689.320312
	Iteration 102Q: 3 clusters Score -1.336453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91229 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -13364512.000000 Penalty: 5689.320312
	Iteration 103Q: 3 clusters Score -1.336451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91247 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -13364519.000000 Penalty: 5689.320312
	Iteration 104Q: 3 clusters Score -1.336452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91261 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -13364537.000000 Penalty: 5689.320312
	Iteration 105Q: 3 clusters Score -1.336454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -13364551.000000 Penalty: 5689.320312
	Iteration 106Q: 3 clusters Score -1.336455e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -13364550.000000 Penalty: 5689.320312
	Iteration 107Q: 3 clusters Score -1.336455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91298 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -13364566.000000 Penalty: 5689.320312
	Iteration 108Q: 3 clusters Score -1.336457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91317 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -13364567.000000 Penalty: 5689.320312
	Iteration 109Q: 3 clusters Score -1.336457e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91332 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -13364572.000000 Penalty: 5689.320312
	Iteration 110Q: 3 clusters Score -1.336457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91343 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -13364592.000000 Penalty: 5689.320312
	Iteration 111Q: 3 clusters Score -1.336459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91354 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -13364587.000000 Penalty: 5689.320312
	Iteration 112Q: 3 clusters Score -1.336459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91365 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -13364587.000000 Penalty: 5689.320312
	Iteration 113Q: 3 clusters Score -1.336459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91376 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -13364587.000000 Penalty: 5689.320312
	Iteration 114Q: 3 clusters Score -1.336459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91389 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -13364596.000000 Penalty: 5689.320312
	Iteration 115Q: 3 clusters Score -1.33646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91395 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -13364602.000000 Penalty: 5689.320312
	Iteration 116Q: 3 clusters Score -1.33646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91402 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -13364612.000000 Penalty: 5689.320312
	Iteration 117Q: 3 clusters Score -1.336461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -13364624.000000 Penalty: 5689.320312
	Iteration 118Q: 3 clusters Score -1.336462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91415 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -13364612.000000 Penalty: 5689.320312
	Iteration 119Q: 3 clusters Score -1.336461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91417 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -13364618.000000 Penalty: 5689.320312
	Iteration 120F: 3 clusters Score -1.336462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -13364624.000000 Penalty: 5689.320312
	Iteration 121Q: 3 clusters Score -1.336462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91426 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -13364634.000000 Penalty: 5689.320312
	Iteration 122Q: 3 clusters Score -1.336463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91431 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -13364627.000000 Penalty: 5689.320312
	Iteration 123Q: 3 clusters Score -1.336463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -13364621.000000 Penalty: 5689.320312
	Iteration 124Q: 3 clusters Score -1.336462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91437 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -13364619.000000 Penalty: 5689.320312
	Iteration 125Q: 3 clusters Score -1.336462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91440 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -13364627.000000 Penalty: 5689.320312
	Iteration 126Q: 3 clusters Score -1.336463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91440 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -13364627.000000 Penalty: 5689.320312
	Iteration 127F: 3 clusters Score -1.336463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -50768.683594 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -50768.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49394.796875 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -49394.8 nChanged 45
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: -49521.421875 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -49521.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49592.179688 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -49592.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49622.363281 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -49622.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49664.757812 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -49664.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49690.785156 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -49690.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49725.082031 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -49725.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49728.058594 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -49728.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49738.304688 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -49738.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49742.890625 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -49742.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49747.812500 Penalty: 2982.802734
	Iteration 10Q: 3 clusters Score -49747.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49749.960938 Penalty: 2982.802734
	Iteration 11Q: 3 clusters Score -49749.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49749.960938 Penalty: 2982.802734
	Iteration 12F: 3 clusters Score -49749.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 8411 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 139159 members 
Mstep: Class 6 contains 201283 members 
Mstep: Class 7 contains 22702 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 283307 members 
Mstep: Class 10 contains 89308 members 
Mstep: Class 11 contains 41988 members 
Mstep: Class 12 contains 26788 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4498 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42213 members 
Mstep: Class 18 contains 15973 members 
Mstep: Class 19 contains 15460 members 
Mstep: Class 20 contains 95837 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794448.000000 Penalty: 71936.695312
Iteration 119Q: 22 clusters Score -1.357944e+08 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 8415 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 138588 members 
Mstep: Class 6 contains 201369 members 
Mstep: Class 7 contains 22746 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 283702 members 
Mstep: Class 10 contains 88537 members 
Mstep: Class 11 contains 41957 members 
Mstep: Class 12 contains 26820 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4497 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42203 members 
Mstep: Class 18 contains 16062 members 
Mstep: Class 19 contains 15470 members 
Mstep: Class 20 contains 96561 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794416.000000 Penalty: 71936.695312
Iteration 120F: 22 clusters Score -1.357944e+08 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 8417 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 138061 members 
Mstep: Class 6 contains 201458 members 
Mstep: Class 7 contains 22791 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 284094 members 
Mstep: Class 10 contains 87760 members 
Mstep: Class 11 contains 41924 members 
Mstep: Class 12 contains 26851 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4494 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42202 members 
Mstep: Class 18 contains 16142 members 
Mstep: Class 19 contains 15481 members 
Mstep: Class 20 contains 97252 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794384.000000 Penalty: 71936.695312
Iteration 121Q: 22 clusters Score -1.357944e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 137540 members 
Mstep: Class 6 contains 201503 members 
Mstep: Class 7 contains 22830 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 284511 members 
Mstep: Class 10 contains 87021 members 
Mstep: Class 11 contains 41910 members 
Mstep: Class 12 contains 26880 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42191 members 
Mstep: Class 18 contains 16201 members 
Mstep: Class 19 contains 15501 members 
Mstep: Class 20 contains 97926 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794304.000000 Penalty: 71936.695312
Iteration 122Q: 22 clusters Score -1.357943e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3255 members 
Mstep: Class 3 contains 8421 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 136922 members 
Mstep: Class 6 contains 201541 members 
Mstep: Class 7 contains 22872 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 284978 members 
Mstep: Class 10 contains 86260 members 
Mstep: Class 11 contains 41891 members 
Mstep: Class 12 contains 26899 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4489 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42184 members 
Mstep: Class 18 contains 16256 members 
Mstep: Class 19 contains 15532 members 
Mstep: Class 20 contains 98679 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794240.000000 Penalty: 71936.695312
Iteration 123Q: 22 clusters Score -1.357942e+08 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3255 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 136295 members 
Mstep: Class 6 contains 201589 members 
Mstep: Class 7 contains 22902 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 285388 members 
Mstep: Class 10 contains 85559 members 
Mstep: Class 11 contains 41877 members 
Mstep: Class 12 contains 26917 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4487 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42182 members 
Mstep: Class 18 contains 16308 members 
Mstep: Class 19 contains 15557 members 
Mstep: Class 20 contains 99437 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793760.000000 Penalty: 71936.695312
Iteration 124Q: 22 clusters Score -1.357938e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 135699 members 
Mstep: Class 6 contains 201631 members 
Mstep: Class 7 contains 22929 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 285809 members 
Mstep: Class 10 contains 84845 members 
Mstep: Class 11 contains 41861 members 
Mstep: Class 12 contains 26942 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42181 members 
Mstep: Class 18 contains 16372 members 
Mstep: Class 19 contains 15578 members 
Mstep: Class 20 contains 100164 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793504.000000 Penalty: 71936.695312
Iteration 125Q: 22 clusters Score -1.357935e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 135085 members 
Mstep: Class 6 contains 201698 members 
Mstep: Class 7 contains 22955 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 286171 members 
Mstep: Class 10 contains 84153 members 
Mstep: Class 11 contains 41845 members 
Mstep: Class 12 contains 26971 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4483 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42183 members 
Mstep: Class 18 contains 16433 members 
Mstep: Class 19 contains 15599 members 
Mstep: Class 20 contains 100922 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793344.000000 Penalty: 71936.695312
Iteration 126Q: 22 clusters Score -1.357933e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3256 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 134452 members 
Mstep: Class 6 contains 201767 members 
Mstep: Class 7 contains 22973 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 286481 members 
Mstep: Class 10 contains 83505 members 
Mstep: Class 11 contains 41827 members 
Mstep: Class 12 contains 26996 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4483 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42182 members 
Mstep: Class 18 contains 16488 members 
Mstep: Class 19 contains 15619 members 
Mstep: Class 20 contains 101722 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793088.000000 Penalty: 71936.695312
Iteration 127Q: 22 clusters Score -1.357931e+08 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 133831 members 
Mstep: Class 6 contains 201782 members 
Mstep: Class 7 contains 23016 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 286745 members 
Mstep: Class 10 contains 82884 members 
Mstep: Class 11 contains 41810 members 
Mstep: Class 12 contains 27019 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4482 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42178 members 
Mstep: Class 18 contains 16546 members 
Mstep: Class 19 contains 15639 members 
Mstep: Class 20 contains 102555 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793312.000000 Penalty: 71936.695312
Iteration 128Q: 22 clusters Score -1.357933e+08 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 133209 members 
Mstep: Class 6 contains 201808 members 
Mstep: Class 7 contains 23060 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 287003 members 
Mstep: Class 10 contains 82259 members 
Mstep: Class 11 contains 41801 members 
Mstep: Class 12 contains 27045 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4478 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42178 members 
Mstep: Class 18 contains 16604 members 
Mstep: Class 19 contains 15663 members 
Mstep: Class 20 contains 103380 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793664.000000 Penalty: 71936.695312
Iteration 129Q: 22 clusters Score -1.357937e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 132492 members 
Mstep: Class 6 contains 201853 members 
Mstep: Class 7 contains 23105 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 287267 members 
Mstep: Class 10 contains 81660 members 
Mstep: Class 11 contains 41786 members 
Mstep: Class 12 contains 27069 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4474 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 42176 members 
Mstep: Class 18 contains 16663 members 
Mstep: Class 19 contains 15666 members 
Mstep: Class 20 contains 104272 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793584.000000 Penalty: 71936.695312
Iteration 130Q: 22 clusters Score -1.357936e+08 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 131775 members 
Mstep: Class 6 contains 201919 members 
Mstep: Class 7 contains 23144 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 287496 members 
Mstep: Class 10 contains 81128 members 
Mstep: Class 11 contains 41778 members 
Mstep: Class 12 contains 27083 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4469 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 42172 members 
Mstep: Class 18 contains 16720 members 
Mstep: Class 19 contains 15681 members 
Mstep: Class 20 contains 105112 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793536.000000 Penalty: 71936.695312
Iteration 131Q: 22 clusters Score -1.357935e+08 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3270 members 
Mstep: Class 3 contains 8442 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 131050 members 
Mstep: Class 6 contains 201981 members 
Mstep: Class 7 contains 23183 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 287689 members 
Mstep: Class 10 contains 80582 members 
Mstep: Class 11 contains 41780 members 
Mstep: Class 12 contains 27100 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 42164 members 
Mstep: Class 18 contains 16776 members 
Mstep: Class 19 contains 15706 members 
Mstep: Class 20 contains 105996 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793664.000000 Penalty: 71936.695312
Iteration 132Q: 22 clusters Score -1.357937e+08 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3273 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 130288 members 
Mstep: Class 6 contains 202013 members 
Mstep: Class 7 contains 23224 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 287890 members 
Mstep: Class 10 contains 80043 members 
Mstep: Class 11 contains 41780 members 
Mstep: Class 12 contains 27118 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4453 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 42164 members 
Mstep: Class 18 contains 16828 members 
Mstep: Class 19 contains 15722 members 
Mstep: Class 20 contains 106941 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793504.000000 Penalty: 71936.695312
Iteration 133Q: 22 clusters Score -1.357935e+08 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3277 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 129503 members 
Mstep: Class 6 contains 202062 members 
Mstep: Class 7 contains 23253 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 288053 members 
Mstep: Class 10 contains 79541 members 
Mstep: Class 11 contains 41782 members 
Mstep: Class 12 contains 27132 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 42158 members 
Mstep: Class 18 contains 16888 members 
Mstep: Class 19 contains 15738 members 
Mstep: Class 20 contains 107917 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793632.000000 Penalty: 71936.695312
Iteration 134Q: 22 clusters Score -1.357936e+08 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3279 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 128682 members 
Mstep: Class 6 contains 202109 members 
Mstep: Class 7 contains 23293 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 288223 members 
Mstep: Class 10 contains 79053 members 
Mstep: Class 11 contains 41790 members 
Mstep: Class 12 contains 27151 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4435 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 42156 members 
Mstep: Class 18 contains 16943 members 
Mstep: Class 19 contains 15745 members 
Mstep: Class 20 contains 108896 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793344.000000 Penalty: 71936.695312
Iteration 135Q: 22 clusters Score -1.357933e+08 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3284 members 
Mstep: Class 3 contains 8414 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 127913 members 
Mstep: Class 6 contains 202160 members 
Mstep: Class 7 contains 23336 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 288337 members 
Mstep: Class 10 contains 78584 members 
Mstep: Class 11 contains 41793 members 
Mstep: Class 12 contains 27165 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 293 members 
Mstep: Class 15 contains 4432 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 42162 members 
Mstep: Class 18 contains 16993 members 
Mstep: Class 19 contains 15740 members 
Mstep: Class 20 contains 109868 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793520.000000 Penalty: 71936.695312
Iteration 136Q: 22 clusters Score -1.357935e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3287 members 
Mstep: Class 3 contains 8406 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 127076 members 
Mstep: Class 6 contains 202221 members 
Mstep: Class 7 contains 23381 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 288425 members 
Mstep: Class 10 contains 78132 members 
Mstep: Class 11 contains 41797 members 
Mstep: Class 12 contains 27179 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 293 members 
Mstep: Class 15 contains 4431 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 42158 members 
Mstep: Class 18 contains 17038 members 
Mstep: Class 19 contains 15747 members 
Mstep: Class 20 contains 110904 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793856.000000 Penalty: 71936.695312
Iteration 137Q: 22 clusters Score -1.357939e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3288 members 
Mstep: Class 3 contains 8388 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 126264 members 
Mstep: Class 6 contains 202299 members 
Mstep: Class 7 contains 23412 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 288516 members 
Mstep: Class 10 contains 77689 members 
Mstep: Class 11 contains 41794 members 
Mstep: Class 12 contains 27195 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4432 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42151 members 
Mstep: Class 18 contains 17090 members 
Mstep: Class 19 contains 15747 members 
Mstep: Class 20 contains 111916 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793568.000000 Penalty: 71936.695312
Iteration 138Q: 22 clusters Score -1.357936e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3289 members 
Mstep: Class 3 contains 8379 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 125439 members 
Mstep: Class 6 contains 202355 members 
Mstep: Class 7 contains 23460 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 288584 members 
Mstep: Class 10 contains 77275 members 
Mstep: Class 11 contains 41791 members 
Mstep: Class 12 contains 27201 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4432 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42140 members 
Mstep: Class 18 contains 17141 members 
Mstep: Class 19 contains 15748 members 
Mstep: Class 20 contains 112947 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793552.000000 Penalty: 71936.695312
Iteration 139Q: 22 clusters Score -1.357936e+08 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3289 members 
Mstep: Class 3 contains 8371 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 124492 members 
Mstep: Class 6 contains 202403 members 
Mstep: Class 7 contains 23507 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 288630 members 
Mstep: Class 10 contains 76894 members 
Mstep: Class 11 contains 41794 members 
Mstep: Class 12 contains 27207 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4432 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42126 members 
Mstep: Class 18 contains 17194 members 
Mstep: Class 19 contains 15743 members 
Mstep: Class 20 contains 114099 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793344.000000 Penalty: 71936.695312
Iteration 140F: 22 clusters Score -1.357933e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3288 members 
Mstep: Class 3 contains 8365 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 123463 members 
Mstep: Class 6 contains 202458 members 
Mstep: Class 7 contains 23532 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 288679 members 
Mstep: Class 10 contains 76528 members 
Mstep: Class 11 contains 41790 members 
Mstep: Class 12 contains 27230 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4432 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42122 members 
Mstep: Class 18 contains 17236 members 
Mstep: Class 19 contains 15739 members 
Mstep: Class 20 contains 115319 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793408.000000 Penalty: 71936.695312
Iteration 141Q: 22 clusters Score -1.357934e+08 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3288 members 
Mstep: Class 3 contains 8356 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 122376 members 
Mstep: Class 6 contains 202518 members 
Mstep: Class 7 contains 23557 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 288736 members 
Mstep: Class 10 contains 76160 members 
Mstep: Class 11 contains 41790 members 
Mstep: Class 12 contains 27238 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4431 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42111 members 
Mstep: Class 18 contains 17272 members 
Mstep: Class 19 contains 15731 members 
Mstep: Class 20 contains 116617 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793744.000000 Penalty: 71936.695312
Iteration 142Q: 22 clusters Score -1.357937e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3289 members 
Mstep: Class 3 contains 8340 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 121173 members 
Mstep: Class 6 contains 202609 members 
Mstep: Class 7 contains 23571 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 288824 members 
Mstep: Class 10 contains 75804 members 
Mstep: Class 11 contains 41788 members 
Mstep: Class 12 contains 27247 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4431 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42103 members 
Mstep: Class 18 contains 17304 members 
Mstep: Class 19 contains 15712 members 
Mstep: Class 20 contains 117986 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793744.000000 Penalty: 71936.695312
Iteration 143Q: 22 clusters Score -1.357937e+08 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3289 members 
Mstep: Class 3 contains 8321 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 119828 members 
Mstep: Class 6 contains 202693 members 
Mstep: Class 7 contains 23600 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 288922 members 
Mstep: Class 10 contains 75466 members 
Mstep: Class 11 contains 41779 members 
Mstep: Class 12 contains 27251 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4431 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42102 members 
Mstep: Class 18 contains 17338 members 
Mstep: Class 19 contains 15711 members 
Mstep: Class 20 contains 119451 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794080.000000 Penalty: 71936.695312
Iteration 144Q: 22 clusters Score -1.357941e+08 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3291 members 
Mstep: Class 3 contains 8306 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 118440 members 
Mstep: Class 6 contains 202749 members 
Mstep: Class 7 contains 23621 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289012 members 
Mstep: Class 10 contains 75115 members 
Mstep: Class 11 contains 41774 members 
Mstep: Class 12 contains 27257 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4431 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42107 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 15681 members 
Mstep: Class 20 contains 121013 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793968.000000 Penalty: 71936.695312
Iteration 145Q: 22 clusters Score -1.35794e+08 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3291 members 
Mstep: Class 3 contains 8282 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 116887 members 
Mstep: Class 6 contains 202801 members 
Mstep: Class 7 contains 23629 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289073 members 
Mstep: Class 10 contains 74807 members 
Mstep: Class 11 contains 41775 members 
Mstep: Class 12 contains 27260 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4431 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42117 members 
Mstep: Class 18 contains 17432 members 
Mstep: Class 19 contains 15678 members 
Mstep: Class 20 contains 122718 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793952.000000 Penalty: 71936.695312
Iteration 146Q: 22 clusters Score -1.35794e+08 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3293 members 
Mstep: Class 3 contains 8262 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 115308 members 
Mstep: Class 6 contains 202863 members 
Mstep: Class 7 contains 23635 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289129 members 
Mstep: Class 10 contains 74497 members 
Mstep: Class 11 contains 41776 members 
Mstep: Class 12 contains 27276 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4431 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42116 members 
Mstep: Class 18 contains 17468 members 
Mstep: Class 19 contains 15656 members 
Mstep: Class 20 contains 124472 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794000.000000 Penalty: 71936.695312
Iteration 147Q: 22 clusters Score -1.35794e+08 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3294 members 
Mstep: Class 3 contains 8245 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 113687 members 
Mstep: Class 6 contains 202944 members 
Mstep: Class 7 contains 23648 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289185 members 
Mstep: Class 10 contains 74217 members 
Mstep: Class 11 contains 41767 members 
Mstep: Class 12 contains 27297 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4431 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42116 members 
Mstep: Class 18 contains 17507 members 
Mstep: Class 19 contains 15622 members 
Mstep: Class 20 contains 126224 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793840.000000 Penalty: 71936.695312
Iteration 148Q: 22 clusters Score -1.357938e+08 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3296 members 
Mstep: Class 3 contains 8240 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 112050 members 
Mstep: Class 6 contains 203023 members 
Mstep: Class 7 contains 23653 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289222 members 
Mstep: Class 10 contains 73954 members 
Mstep: Class 11 contains 41762 members 
Mstep: Class 12 contains 27311 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4431 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42116 members 
Mstep: Class 18 contains 17542 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 127964 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793936.000000 Penalty: 71936.695312
Iteration 149Q: 22 clusters Score -1.357939e+08 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3296 members 
Mstep: Class 3 contains 8218 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 110416 members 
Mstep: Class 6 contains 203095 members 
Mstep: Class 7 contains 23672 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289247 members 
Mstep: Class 10 contains 73701 members 
Mstep: Class 11 contains 41753 members 
Mstep: Class 12 contains 27327 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4430 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42127 members 
Mstep: Class 18 contains 17578 members 
Mstep: Class 19 contains 15612 members 
Mstep: Class 20 contains 129714 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794192.000000 Penalty: 71936.695312
Iteration 150Q: 22 clusters Score -1.357942e+08 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3295 members 
Mstep: Class 3 contains 8212 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 108793 members 
Mstep: Class 6 contains 203182 members 
Mstep: Class 7 contains 23685 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289275 members 
Mstep: Class 10 contains 73477 members 
Mstep: Class 11 contains 41746 members 
Mstep: Class 12 contains 27345 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4429 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42137 members 
Mstep: Class 18 contains 17616 members 
Mstep: Class 19 contains 15603 members 
Mstep: Class 20 contains 131391 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794320.000000 Penalty: 71936.695312
Iteration 151Q: 22 clusters Score -1.357943e+08 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3295 members 
Mstep: Class 3 contains 8199 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 107262 members 
Mstep: Class 6 contains 203276 members 
Mstep: Class 7 contains 23681 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289320 members 
Mstep: Class 10 contains 73244 members 
Mstep: Class 11 contains 41745 members 
Mstep: Class 12 contains 27356 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42156 members 
Mstep: Class 18 contains 17660 members 
Mstep: Class 19 contains 15592 members 
Mstep: Class 20 contains 132974 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794528.000000 Penalty: 71936.695312
Iteration 152Q: 22 clusters Score -1.357945e+08 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3295 members 
Mstep: Class 3 contains 8178 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 105686 members 
Mstep: Class 6 contains 203376 members 
Mstep: Class 7 contains 23678 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289338 members 
Mstep: Class 10 contains 72996 members 
Mstep: Class 11 contains 41744 members 
Mstep: Class 12 contains 27374 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42171 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 15577 members 
Mstep: Class 20 contains 134650 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795056.000000 Penalty: 71936.695312
Iteration 153Q: 22 clusters Score -1.357951e+08 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3294 members 
Mstep: Class 3 contains 8141 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 104101 members 
Mstep: Class 6 contains 203453 members 
Mstep: Class 7 contains 23696 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289363 members 
Mstep: Class 10 contains 72774 members 
Mstep: Class 11 contains 41739 members 
Mstep: Class 12 contains 27394 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42196 members 
Mstep: Class 18 contains 17748 members 
Mstep: Class 19 contains 15566 members 
Mstep: Class 20 contains 136299 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795696.000000 Penalty: 71936.695312
Iteration 154Q: 22 clusters Score -1.357957e+08 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3296 members 
Mstep: Class 3 contains 8093 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 102339 members 
Mstep: Class 6 contains 203527 members 
Mstep: Class 7 contains 23691 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289447 members 
Mstep: Class 10 contains 72608 members 
Mstep: Class 11 contains 41737 members 
Mstep: Class 12 contains 27403 members 
Mstep: Class 13 contains 621 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4422 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42210 members 
Mstep: Class 18 contains 17773 members 
Mstep: Class 19 contains 15574 members 
Mstep: Class 20 contains 138069 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795776.000000 Penalty: 71936.695312
Iteration 155Q: 22 clusters Score -1.357958e+08 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3300 members 
Mstep: Class 3 contains 8051 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 100495 members 
Mstep: Class 6 contains 203593 members 
Mstep: Class 7 contains 23687 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289453 members 
Mstep: Class 10 contains 72479 members 
Mstep: Class 11 contains 41741 members 
Mstep: Class 12 contains 27418 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4422 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42210 members 
Mstep: Class 18 contains 17802 members 
Mstep: Class 19 contains 15590 members 
Mstep: Class 20 contains 139947 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796176.000000 Penalty: 71936.695312
Iteration 156Q: 22 clusters Score -1.357962e+08 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3305 members 
Mstep: Class 3 contains 8003 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 98646 members 
Mstep: Class 6 contains 203654 members 
Mstep: Class 7 contains 23684 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289494 members 
Mstep: Class 10 contains 72337 members 
Mstep: Class 11 contains 41745 members 
Mstep: Class 12 contains 27427 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4422 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42219 members 
Mstep: Class 18 contains 17838 members 
Mstep: Class 19 contains 15608 members 
Mstep: Class 20 contains 141807 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796656.000000 Penalty: 71936.695312
Iteration 157Q: 22 clusters Score -1.357967e+08 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 7953 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 96809 members 
Mstep: Class 6 contains 203679 members 
Mstep: Class 7 contains 23692 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289538 members 
Mstep: Class 10 contains 72210 members 
Mstep: Class 11 contains 41749 members 
Mstep: Class 12 contains 27433 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4421 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42235 members 
Mstep: Class 18 contains 17888 members 
Mstep: Class 19 contains 15624 members 
Mstep: Class 20 contains 143647 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796672.000000 Penalty: 71936.695312
Iteration 158Q: 22 clusters Score -1.357967e+08 nChanged 4708
Entering ConstructFrom: 
Score: -135796672.000000 Penalty: 71936.695312
Entering ConstructFrom: 
Trying to split cluster 1 (3096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Entering Unmasked Estep 
Score: -398400.750000 Penalty: 1993.390869
	Iteration 0F: 2 clusters Score -398400.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -395132.656250 Penalty: 3986.781738
	Iteration 0F: 3 clusters Score -395132.7 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -396180.281250 Penalty: 3986.781738
	Iteration 1F: 3 clusters Score -396180.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -396892.062500 Penalty: 3986.781738
	Iteration 2F: 3 clusters Score -396892.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -397588.062500 Penalty: 3986.781738
	Iteration 3F: 3 clusters Score -397588.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -398177.281250 Penalty: 3986.781738
	Iteration 4F: 3 clusters Score -398177.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -398447.156250 Penalty: 3986.781738
	Iteration 5F: 3 clusters Score -398447.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -398535.593750 Penalty: 3986.781738
	Iteration 6Q: 3 clusters Score -398535.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -398578.718750 Penalty: 3986.781738
	Iteration 7Q: 3 clusters Score -398578.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -398597.437500 Penalty: 3986.781738
	Iteration 8Q: 3 clusters Score -398597.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -398609.875000 Penalty: 3986.781738
	Iteration 9Q: 3 clusters Score -398609.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -398615.343750 Penalty: 3986.781738
	Iteration 10Q: 3 clusters Score -398615.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -398620.781250 Penalty: 3986.781738
	Iteration 11Q: 3 clusters Score -398620.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -398624.312500 Penalty: 3986.781738
	Iteration 12Q: 3 clusters Score -398624.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -398626.781250 Penalty: 3986.781738
	Iteration 13Q: 3 clusters Score -398626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -398627.625000 Penalty: 3986.781738
	Iteration 14Q: 3 clusters Score -398627.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -398628.250000 Penalty: 3986.781738
	Iteration 15Q: 3 clusters Score -398628.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -398628.250000 Penalty: 3986.781738
	Iteration 16F: 3 clusters Score -398628.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 7920 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 94981 members 
Mstep: Class 6 contains 203705 members 
Mstep: Class 7 contains 23705 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289633 members 
Mstep: Class 10 contains 72115 members 
Mstep: Class 11 contains 41751 members 
Mstep: Class 12 contains 27442 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4419 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 42243 members 
Mstep: Class 18 contains 17917 members 
Mstep: Class 19 contains 15643 members 
Mstep: Class 20 contains 145397 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 498 members 
Entering Unmasked Estep 
Score: -135794800.000000 Penalty: 75362.250000
Splitting cluster 1 changes total score from -135796672.000000 to -135794800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -433971.281250 Penalty: 2010.639893
	Iteration 0F: 2 clusters Score -433971.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -430481.031250 Penalty: 4021.279785
	Iteration 0F: 3 clusters Score -430481 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -431164.625000 Penalty: 4021.279785
	Iteration 1F: 3 clusters Score -431164.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -431307.593750 Penalty: 4021.279785
	Iteration 2F: 3 clusters Score -431307.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -431398.218750 Penalty: 4021.279785
	Iteration 3Q: 3 clusters Score -431398.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -431461.500000 Penalty: 4021.279785
	Iteration 4Q: 3 clusters Score -431461.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -431511.562500 Penalty: 4021.279785
	Iteration 5Q: 3 clusters Score -431511.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -431546.062500 Penalty: 4021.279785
	Iteration 6Q: 3 clusters Score -431546.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -431571.875000 Penalty: 4021.279785
	Iteration 7Q: 3 clusters Score -431571.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -431591.062500 Penalty: 4021.279785
	Iteration 8Q: 3 clusters Score -431591.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -431604.062500 Penalty: 4021.279785
	Iteration 9Q: 3 clusters Score -431604.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -431614.031250 Penalty: 4021.279785
	Iteration 10Q: 3 clusters Score -431614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -431627.093750 Penalty: 4021.279785
	Iteration 11Q: 3 clusters Score -431627.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -431634.593750 Penalty: 4021.279785
	Iteration 12Q: 3 clusters Score -431634.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -431642.218750 Penalty: 4021.279785
	Iteration 13Q: 3 clusters Score -431642.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -431650.468750 Penalty: 4021.279785
	Iteration 14Q: 3 clusters Score -431650.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -431657.000000 Penalty: 4021.279785
	Iteration 15Q: 3 clusters Score -431657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -431663.375000 Penalty: 4021.279785
	Iteration 16Q: 3 clusters Score -431663.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -431668.375000 Penalty: 4021.279785
	Iteration 17Q: 3 clusters Score -431668.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -431671.187500 Penalty: 4021.279785
	Iteration 18Q: 3 clusters Score -431671.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -431675.937500 Penalty: 4021.279785
	Iteration 19Q: 3 clusters Score -431675.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -431680.187500 Penalty: 4021.279785
	Iteration 20F: 3 clusters Score -431680.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -431683.718750 Penalty: 4021.279785
	Iteration 21Q: 3 clusters Score -431683.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -431685.750000 Penalty: 4021.279785
	Iteration 22Q: 3 clusters Score -431685.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -431690.093750 Penalty: 4021.279785
	Iteration 23Q: 3 clusters Score -431690.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -431693.906250 Penalty: 4021.279785
	Iteration 24Q: 3 clusters Score -431693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -431695.281250 Penalty: 4021.279785
	Iteration 25Q: 3 clusters Score -431695.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -431695.906250 Penalty: 4021.279785
	Iteration 26Q: 3 clusters Score -431695.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -431698.250000 Penalty: 4021.279785
	Iteration 27Q: 3 clusters Score -431698.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -431701.343750 Penalty: 4021.279785
	Iteration 28Q: 3 clusters Score -431701.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -431701.187500 Penalty: 4021.279785
	Iteration 29Q: 3 clusters Score -431701.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -431702.343750 Penalty: 4021.279785
	Iteration 30Q: 3 clusters Score -431702.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -431702.343750 Penalty: 4021.279785
	Iteration 31F: 3 clusters Score -431702.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Entering Unmasked Estep 
Score: -1075908.250000 Penalty: 2226.332275
	Iteration 0F: 2 clusters Score -1075908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1069525.125000 Penalty: 4452.664551
	Iteration 0F: 3 clusters Score -1069525 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1071268.125000 Penalty: 4452.664551
	Iteration 1F: 3 clusters Score -1071268 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1071539.375000 Penalty: 4452.664551
	Iteration 2F: 3 clusters Score -1071539 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1071732.625000 Penalty: 4452.664551
	Iteration 3F: 3 clusters Score -1071733 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1071875.625000 Penalty: 4452.664551
	Iteration 4Q: 3 clusters Score -1071876 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1071967.500000 Penalty: 4452.664551
	Iteration 5Q: 3 clusters Score -1071968 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1072045.250000 Penalty: 4452.664551
	Iteration 6Q: 3 clusters Score -1072045 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1072116.250000 Penalty: 4452.664551
	Iteration 7Q: 3 clusters Score -1072116 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1072184.750000 Penalty: 4452.664551
	Iteration 8Q: 3 clusters Score -1072185 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1072235.875000 Penalty: 4452.664551
	Iteration 9Q: 3 clusters Score -1072236 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1072287.250000 Penalty: 4452.664551
	Iteration 10Q: 3 clusters Score -1072287 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1072331.625000 Penalty: 4452.664551
	Iteration 11Q: 3 clusters Score -1072332 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1072362.375000 Penalty: 4452.664551
	Iteration 12Q: 3 clusters Score -1072362 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1072389.750000 Penalty: 4452.664551
	Iteration 13Q: 3 clusters Score -1072390 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1072411.625000 Penalty: 4452.664551
	Iteration 14Q: 3 clusters Score -1072412 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1072441.125000 Penalty: 4452.664551
	Iteration 15Q: 3 clusters Score -1072441 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1072471.375000 Penalty: 4452.664551
	Iteration 16Q: 3 clusters Score -1072471 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1072513.000000 Penalty: 4452.664551
	Iteration 17Q: 3 clusters Score -1072513 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1072557.375000 Penalty: 4452.664551
	Iteration 18Q: 3 clusters Score -1072557 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1072612.250000 Penalty: 4452.664551
	Iteration 19Q: 3 clusters Score -1072612 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1072678.250000 Penalty: 4452.664551
	Iteration 20F: 3 clusters Score -1072678 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1072764.125000 Penalty: 4452.664551
	Iteration 21Q: 3 clusters Score -1072764 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1072866.250000 Penalty: 4452.664551
	Iteration 22Q: 3 clusters Score -1072866 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1072989.875000 Penalty: 4452.664551
	Iteration 23Q: 3 clusters Score -1072990 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1073129.375000 Penalty: 4452.664551
	Iteration 24Q: 3 clusters Score -1073129 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1073286.500000 Penalty: 4452.664551
	Iteration 25Q: 3 clusters Score -1073286 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1073415.250000 Penalty: 4452.664551
	Iteration 26Q: 3 clusters Score -1073415 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1073513.375000 Penalty: 4452.664551
	Iteration 27Q: 3 clusters Score -1073513 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1073618.500000 Penalty: 4452.664551
	Iteration 28Q: 3 clusters Score -1073618 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1073729.500000 Penalty: 4452.664551
	Iteration 29Q: 3 clusters Score -1073730 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1073818.375000 Penalty: 4452.664551
	Iteration 30Q: 3 clusters Score -1073818 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1073886.125000 Penalty: 4452.664551
	Iteration 31Q: 3 clusters Score -1073886 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1073938.750000 Penalty: 4452.664551
	Iteration 32Q: 3 clusters Score -1073939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1073978.125000 Penalty: 4452.664551
	Iteration 33Q: 3 clusters Score -1073978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1074003.625000 Penalty: 4452.664551
	Iteration 34Q: 3 clusters Score -1074004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1074034.875000 Penalty: 4452.664551
	Iteration 35Q: 3 clusters Score -1074035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1074055.125000 Penalty: 4452.664551
	Iteration 36Q: 3 clusters Score -1074055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1074067.000000 Penalty: 4452.664551
	Iteration 37Q: 3 clusters Score -1074067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1074072.625000 Penalty: 4452.664551
	Iteration 38Q: 3 clusters Score -1074073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1074083.625000 Penalty: 4452.664551
	Iteration 39Q: 3 clusters Score -1074084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1074087.375000 Penalty: 4452.664551
	Iteration 40F: 3 clusters Score -1074087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1074094.000000 Penalty: 4452.664551
	Iteration 41Q: 3 clusters Score -1074094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1074096.750000 Penalty: 4452.664551
	Iteration 42Q: 3 clusters Score -1074097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1074099.500000 Penalty: 4452.664551
	Iteration 43Q: 3 clusters Score -1074100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1074104.250000 Penalty: 4452.664551
	Iteration 44Q: 3 clusters Score -1074104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1074103.000000 Penalty: 4452.664551
	Iteration 45Q: 3 clusters Score -1074103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1074107.000000 Penalty: 4452.664551
	Iteration 46Q: 3 clusters Score -1074107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1074105.875000 Penalty: 4452.664551
	Iteration 47Q: 3 clusters Score -1074106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1074107.875000 Penalty: 4452.664551
	Iteration 48Q: 3 clusters Score -1074108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1074107.500000 Penalty: 4452.664551
	Iteration 49Q: 3 clusters Score -1074108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1074107.500000 Penalty: 4452.664551
	Iteration 50F: 3 clusters Score -1074108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -58634.851562 Penalty: 1521.620117
	Iteration 0F: 2 clusters Score -58634.85 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 231 members 
Entering Unmasked Estep 
Score: -57227.386719 Penalty: 3043.240234
	Iteration 0F: 3 clusters Score -57227.39 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57476.769531 Penalty: 3043.240234
	Iteration 1F: 3 clusters Score -57476.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -57671.570312 Penalty: 3043.240234
	Iteration 2F: 3 clusters Score -57671.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -57860.964844 Penalty: 3043.240234
	Iteration 3F: 3 clusters Score -57860.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58030.023438 Penalty: 3043.240234
	Iteration 4F: 3 clusters Score -58030.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -58093.550781 Penalty: 3043.240234
	Iteration 5Q: 3 clusters Score -58093.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -58128.632812 Penalty: 3043.240234
	Iteration 6Q: 3 clusters Score -58128.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -58138.960938 Penalty: 3043.240234
	Iteration 7Q: 3 clusters Score -58138.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -58165.628906 Penalty: 3043.240234
	Iteration 8Q: 3 clusters Score -58165.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -58184.093750 Penalty: 3043.240234
	Iteration 9Q: 3 clusters Score -58184.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -58195.980469 Penalty: 3043.240234
	Iteration 10Q: 3 clusters Score -58195.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58206.460938 Penalty: 3043.240234
	Iteration 11Q: 3 clusters Score -58206.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58209.222656 Penalty: 3043.240234
	Iteration 12Q: 3 clusters Score -58209.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58209.222656 Penalty: 3043.240234
	Iteration 13F: 3 clusters Score -58209.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (94981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94981 members 
Entering Unmasked Estep 
Score: -13337663.000000 Penalty: 2842.435303
	Iteration 0F: 2 clusters Score -1.333766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -13274201.000000 Penalty: 5684.870605
	Iteration 0F: 3 clusters Score -1.32742e+07 nChanged 44858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -13299359.000000 Penalty: 5684.870605
	Iteration 1F: 3 clusters Score -1.329936e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -13299896.000000 Penalty: 5684.870605
	Iteration 2Q: 3 clusters Score -1.32999e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -13300539.000000 Penalty: 5684.870605
	Iteration 3Q: 3 clusters Score -1.330054e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 51516 members 
Entering Unmasked Estep 
Score: -13301357.000000 Penalty: 5684.870605
	Iteration 4Q: 3 clusters Score -1.330136e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -13302467.000000 Penalty: 5684.870605
	Iteration 5Q: 3 clusters Score -1.330247e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 56617 members 
Entering Unmasked Estep 
Score: -13304276.000000 Penalty: 5684.870605
	Iteration 6Q: 3 clusters Score -1.330428e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 60700 members 
Entering Unmasked Estep 
Score: -13307064.000000 Penalty: 5684.870605
	Iteration 7Q: 3 clusters Score -1.330706e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 65984 members 
Entering Unmasked Estep 
Score: -13311139.000000 Penalty: 5684.870605
	Iteration 8F: 3 clusters Score -1.331114e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 72056 members 
Entering Unmasked Estep 
Score: -13316194.000000 Penalty: 5684.870605
	Iteration 9F: 3 clusters Score -1.331619e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 78334 members 
Entering Unmasked Estep 
Score: -13321652.000000 Penalty: 5684.870605
	Iteration 10F: 3 clusters Score -1.332165e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 83988 members 
Entering Unmasked Estep 
Score: -13326423.000000 Penalty: 5684.870605
	Iteration 11F: 3 clusters Score -1.332642e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 88311 members 
Entering Unmasked Estep 
Score: -13330156.000000 Penalty: 5684.870605
	Iteration 12Q: 3 clusters Score -1.333016e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 91081 members 
Entering Unmasked Estep 
Score: -13332374.000000 Penalty: 5684.870605
	Iteration 13Q: 3 clusters Score -1.333237e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 92676 members 
Entering Unmasked Estep 
Score: -13333684.000000 Penalty: 5684.870605
	Iteration 14Q: 3 clusters Score -1.333368e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 93546 members 
Entering Unmasked Estep 
Score: -13334364.000000 Penalty: 5684.870605
	Iteration 15Q: 3 clusters Score -1.333436e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 93956 members 
Entering Unmasked Estep 
Score: -13334666.000000 Penalty: 5684.870605
	Iteration 16Q: 3 clusters Score -1.333467e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 94160 members 
Entering Unmasked Estep 
Score: -13334862.000000 Penalty: 5684.870605
	Iteration 17Q: 3 clusters Score -1.333486e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 94278 members 
Entering Unmasked Estep 
Score: -13334962.000000 Penalty: 5684.870605
	Iteration 18Q: 3 clusters Score -1.333496e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 94345 members 
Entering Unmasked Estep 
Score: -13335034.000000 Penalty: 5684.870605
	Iteration 19Q: 3 clusters Score -1.333503e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 94388 members 
Entering Unmasked Estep 
Score: -13335081.000000 Penalty: 5684.870605
	Iteration 20F: 3 clusters Score -1.333508e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 94421 members 
Entering Unmasked Estep 
Score: -13335101.000000 Penalty: 5684.870605
	Iteration 21Q: 3 clusters Score -1.33351e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 94457 members 
Entering Unmasked Estep 
Score: -13335134.000000 Penalty: 5684.870605
	Iteration 22Q: 3 clusters Score -1.333513e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 94473 members 
Entering Unmasked Estep 
Score: -13335168.000000 Penalty: 5684.870605
	Iteration 23Q: 3 clusters Score -1.333517e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 94487 members 
Entering Unmasked Estep 
Score: -13335176.000000 Penalty: 5684.870605
	Iteration 24Q: 3 clusters Score -1.333518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 94499 members 
Entering Unmasked Estep 
Score: -13335176.000000 Penalty: 5684.870605
	Iteration 25Q: 3 clusters Score -1.333518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 94508 members 
Entering Unmasked Estep 
Score: -13335182.000000 Penalty: 5684.870605
	Iteration 26Q: 3 clusters Score -1.333518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 94511 members 
Entering Unmasked Estep 
Score: -13335185.000000 Penalty: 5684.870605
	Iteration 27Q: 3 clusters Score -1.333518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 94512 members 
Entering Unmasked Estep 
Score: -13335193.000000 Penalty: 5684.870605
	Iteration 28Q: 3 clusters Score -1.333519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 94512 members 
Entering Unmasked Estep 
Score: -13335193.000000 Penalty: 5684.870605
	Iteration 29F: 3 clusters Score -1.333519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (203705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203705 members 
Entering Unmasked Estep 
Score: -28473088.000000 Penalty: 3031.658203
	Iteration 0F: 2 clusters Score -2.847309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101665 members 
Mstep: Class 2 contains 102040 members 
Entering Unmasked Estep 
Score: -28350966.000000 Penalty: 6063.316406
	Iteration 0F: 3 clusters Score -2.835097e+07 nChanged 98252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96767 members 
Mstep: Class 2 contains 106938 members 
Entering Unmasked Estep 
Score: -28408664.000000 Penalty: 6063.316406
	Iteration 1F: 3 clusters Score -2.840866e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93702 members 
Mstep: Class 2 contains 110003 members 
Entering Unmasked Estep 
Score: -28409872.000000 Penalty: 6063.316406
	Iteration 2Q: 3 clusters Score -2.840987e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88977 members 
Mstep: Class 2 contains 114728 members 
Entering Unmasked Estep 
Score: -28411482.000000 Penalty: 6063.316406
	Iteration 3Q: 3 clusters Score -2.841148e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81872 members 
Mstep: Class 2 contains 121833 members 
Entering Unmasked Estep 
Score: -28414196.000000 Penalty: 6063.316406
	Iteration 4Q: 3 clusters Score -2.84142e+07 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71827 members 
Mstep: Class 2 contains 131878 members 
Entering Unmasked Estep 
Score: -28419266.000000 Penalty: 6063.316406
	Iteration 5F: 3 clusters Score -2.841927e+07 nChanged 13900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 145240 members 
Entering Unmasked Estep 
Score: -28427456.000000 Penalty: 6063.316406
	Iteration 6F: 3 clusters Score -2.842746e+07 nChanged 15938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 160664 members 
Entering Unmasked Estep 
Score: -28439364.000000 Penalty: 6063.316406
	Iteration 7F: 3 clusters Score -2.843936e+07 nChanged 15030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 175412 members 
Entering Unmasked Estep 
Score: -28450546.000000 Penalty: 6063.316406
	Iteration 8F: 3 clusters Score -2.845055e+07 nChanged 11182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 186396 members 
Entering Unmasked Estep 
Score: -28459146.000000 Penalty: 6063.316406
	Iteration 9F: 3 clusters Score -2.845915e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 193026 members 
Entering Unmasked Estep 
Score: -28464644.000000 Penalty: 6063.316406
	Iteration 10Q: 3 clusters Score -2.846464e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 196803 members 
Entering Unmasked Estep 
Score: -28467696.000000 Penalty: 6063.316406
	Iteration 11Q: 3 clusters Score -2.84677e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 198876 members 
Entering Unmasked Estep 
Score: -28469260.000000 Penalty: 6063.316406
	Iteration 12Q: 3 clusters Score -2.846926e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 199984 members 
Entering Unmasked Estep 
Score: -28470280.000000 Penalty: 6063.316406
	Iteration 13Q: 3 clusters Score -2.847028e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 200593 members 
Entering Unmasked Estep 
Score: -28471048.000000 Penalty: 6063.316406
	Iteration 14Q: 3 clusters Score -2.847105e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 200888 members 
Entering Unmasked Estep 
Score: -28471718.000000 Penalty: 6063.316406
	Iteration 15Q: 3 clusters Score -2.847172e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 201006 members 
Entering Unmasked Estep 
Score: -28472192.000000 Penalty: 6063.316406
	Iteration 16Q: 3 clusters Score -2.847219e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 201022 members 
Entering Unmasked Estep 
Score: -28472514.000000 Penalty: 6063.316406
	Iteration 17Q: 3 clusters Score -2.847251e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 200982 members 
Entering Unmasked Estep 
Score: -28472726.000000 Penalty: 6063.316406
	Iteration 18Q: 3 clusters Score -2.847273e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 200927 members 
Entering Unmasked Estep 
Score: -28472962.000000 Penalty: 6063.316406
	Iteration 19Q: 3 clusters Score -2.847296e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 200858 members 
Entering Unmasked Estep 
Score: -28473124.000000 Penalty: 6063.316406
	Iteration 20F: 3 clusters Score -2.847312e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 200793 members 
Entering Unmasked Estep 
Score: -28473230.000000 Penalty: 6063.316406
	Iteration 21Q: 3 clusters Score -2.847323e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 200719 members 
Entering Unmasked Estep 
Score: -28473308.000000 Penalty: 6063.316406
	Iteration 22Q: 3 clusters Score -2.847331e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 200637 members 
Entering Unmasked Estep 
Score: -28473420.000000 Penalty: 6063.316406
	Iteration 23Q: 3 clusters Score -2.847342e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 200575 members 
Entering Unmasked Estep 
Score: -28473496.000000 Penalty: 6063.316406
	Iteration 24Q: 3 clusters Score -2.84735e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 200531 members 
Entering Unmasked Estep 
Score: -28473516.000000 Penalty: 6063.316406
	Iteration 25Q: 3 clusters Score -2.847352e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 200492 members 
Entering Unmasked Estep 
Score: -28473556.000000 Penalty: 6063.316406
	Iteration 26Q: 3 clusters Score -2.847356e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 200461 members 
Entering Unmasked Estep 
Score: -28473568.000000 Penalty: 6063.316406
	Iteration 27Q: 3 clusters Score -2.847357e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 200433 members 
Entering Unmasked Estep 
Score: -28473558.000000 Penalty: 6063.316406
	Iteration 28Q: 3 clusters Score -2.847356e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 200406 members 
Entering Unmasked Estep 
Score: -28473608.000000 Penalty: 6063.316406
	Iteration 29Q: 3 clusters Score -2.847361e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 200378 members 
Entering Unmasked Estep 
Score: -28473640.000000 Penalty: 6063.316406
	Iteration 30Q: 3 clusters Score -2.847364e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 200358 members 
Entering Unmasked Estep 
Score: -28473684.000000 Penalty: 6063.316406
	Iteration 31Q: 3 clusters Score -2.847368e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 200331 members 
Entering Unmasked Estep 
Score: -28473678.000000 Penalty: 6063.316406
	Iteration 32Q: 3 clusters Score -2.847368e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 200318 members 
Entering Unmasked Estep 
Score: -28473726.000000 Penalty: 6063.316406
	Iteration 33Q: 3 clusters Score -2.847373e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 200306 members 
Entering Unmasked Estep 
Score: -28473716.000000 Penalty: 6063.316406
	Iteration 34Q: 3 clusters Score -2.847372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 200295 members 
Entering Unmasked Estep 
Score: -28473752.000000 Penalty: 6063.316406
	Iteration 35Q: 3 clusters Score -2.847375e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 200286 members 
Entering Unmasked Estep 
Score: -28473734.000000 Penalty: 6063.316406
	Iteration 36Q: 3 clusters Score -2.847373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 200280 members 
Entering Unmasked Estep 
Score: -28473732.000000 Penalty: 6063.316406
	Iteration 37Q: 3 clusters Score -2.847373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 200272 members 
Entering Unmasked Estep 
Score: -28473744.000000 Penalty: 6063.316406
	Iteration 38Q: 3 clusters Score -2.847374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 200266 members 
Entering Unmasked Estep 
Score: -28473746.000000 Penalty: 6063.316406
	Iteration 39Q: 3 clusters Score -2.847375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 200261 members 
Entering Unmasked Estep 
Score: -28473734.000000 Penalty: 6063.316406
	Iteration 40F: 3 clusters Score -2.847373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 200256 members 
Entering Unmasked Estep 
Score: -28473734.000000 Penalty: 6063.316406
	Iteration 41Q: 3 clusters Score -2.847373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 200253 members 
Entering Unmasked Estep 
Score: -28473736.000000 Penalty: 6063.316406
	Iteration 42Q: 3 clusters Score -2.847374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 200252 members 
Entering Unmasked Estep 
Score: -28473752.000000 Penalty: 6063.316406
	Iteration 43Q: 3 clusters Score -2.847375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 200252 members 
Entering Unmasked Estep 
Score: -28473742.000000 Penalty: 6063.316406
	Iteration 44Q: 3 clusters Score -2.847374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 200251 members 
Entering Unmasked Estep 
Score: -28473758.000000 Penalty: 6063.316406
	Iteration 45Q: 3 clusters Score -2.847376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 200252 members 
Entering Unmasked Estep 
Score: -28473762.000000 Penalty: 6063.316406
	Iteration 46Q: 3 clusters Score -2.847376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 200252 members 
Entering Unmasked Estep 
Score: -28473762.000000 Penalty: 6063.316406
	Iteration 47F: 3 clusters Score -2.847376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 7920 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 94981 members 
Mstep: Class 6 contains 3453 members 
Mstep: Class 7 contains 23705 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289633 members 
Mstep: Class 10 contains 72115 members 
Mstep: Class 11 contains 41751 members 
Mstep: Class 12 contains 27442 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4419 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 42243 members 
Mstep: Class 18 contains 17917 members 
Mstep: Class 19 contains 15643 members 
Mstep: Class 20 contains 145397 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200252 members 
Entering Unmasked Estep 
Score: -135797120.000000 Penalty: 75362.250000
Splitting cluster 6 changes total score from -135796672.000000 to -135797120.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (23705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Entering Unmasked Estep 
Score: -3307685.000000 Penalty: 2498.213379
	Iteration 0F: 2 clusters Score -3307685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -3291205.500000 Penalty: 4996.426758
	Iteration 0F: 3 clusters Score -3291206 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -3296784.750000 Penalty: 4996.426758
	Iteration 1F: 3 clusters Score -3296785 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -3297163.000000 Penalty: 4996.426758
	Iteration 2Q: 3 clusters Score -3297163 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -3297399.250000 Penalty: 4996.426758
	Iteration 3Q: 3 clusters Score -3297399 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3297682.500000 Penalty: 4996.426758
	Iteration 4Q: 3 clusters Score -3297682 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3297921.000000 Penalty: 4996.426758
	Iteration 5Q: 3 clusters Score -3297921 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3298193.750000 Penalty: 4996.426758
	Iteration 6Q: 3 clusters Score -3298194 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3298525.750000 Penalty: 4996.426758
	Iteration 7Q: 3 clusters Score -3298526 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -3298965.750000 Penalty: 4996.426758
	Iteration 8Q: 3 clusters Score -3298966 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3299570.000000 Penalty: 4996.426758
	Iteration 9Q: 3 clusters Score -3299570 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -3300442.750000 Penalty: 4996.426758
	Iteration 10F: 3 clusters Score -3300443 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -3301554.250000 Penalty: 4996.426758
	Iteration 11F: 3 clusters Score -3301554 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3302757.750000 Penalty: 4996.426758
	Iteration 12F: 3 clusters Score -3302758 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -3303731.750000 Penalty: 4996.426758
	Iteration 13Q: 3 clusters Score -3303732 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -3304424.500000 Penalty: 4996.426758
	Iteration 14Q: 3 clusters Score -3304424 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3304828.750000 Penalty: 4996.426758
	Iteration 15Q: 3 clusters Score -3304829 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -3305094.000000 Penalty: 4996.426758
	Iteration 16Q: 3 clusters Score -3305094 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -3305267.250000 Penalty: 4996.426758
	Iteration 17Q: 3 clusters Score -3305267 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3305393.000000 Penalty: 4996.426758
	Iteration 18Q: 3 clusters Score -3305393 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -3305472.500000 Penalty: 4996.426758
	Iteration 19Q: 3 clusters Score -3305472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -3305519.250000 Penalty: 4996.426758
	Iteration 20F: 3 clusters Score -3305519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -3305549.500000 Penalty: 4996.426758
	Iteration 21Q: 3 clusters Score -3305550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -3305568.000000 Penalty: 4996.426758
	Iteration 22Q: 3 clusters Score -3305568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -3305576.500000 Penalty: 4996.426758
	Iteration 23Q: 3 clusters Score -3305576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3305588.500000 Penalty: 4996.426758
	Iteration 24Q: 3 clusters Score -3305588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -3305597.500000 Penalty: 4996.426758
	Iteration 25Q: 3 clusters Score -3305598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -3305607.500000 Penalty: 4996.426758
	Iteration 26Q: 3 clusters Score -3305608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -3305616.250000 Penalty: 4996.426758
	Iteration 27Q: 3 clusters Score -3305616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -3305627.500000 Penalty: 4996.426758
	Iteration 28Q: 3 clusters Score -3305628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3305631.500000 Penalty: 4996.426758
	Iteration 29Q: 3 clusters Score -3305632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -3305637.250000 Penalty: 4996.426758
	Iteration 30Q: 3 clusters Score -3305637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3305639.750000 Penalty: 4996.426758
	Iteration 31Q: 3 clusters Score -3305640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3305639.750000 Penalty: 4996.426758
	Iteration 32F: 3 clusters Score -3305640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -125901.078125 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -125901.1 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 480 members 
Entering Unmasked Estep 
Score: -123981.460938 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -123981.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -124326.273438 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -124326.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -124448.765625 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -124448.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -124520.078125 Penalty: 3419.756348
	Iteration 3Q: 3 clusters Score -124520.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -124567.671875 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -124567.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -124613.000000 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -124613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -124661.414062 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -124661.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -124733.835938 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -124733.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -124810.117188 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -124810.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -124839.703125 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -124839.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -124865.773438 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -124865.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -124888.421875 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -124888.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -124907.390625 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -124907.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -124915.828125 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -124915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -124917.750000 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -124917.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -124919.312500 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -124919.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -124924.617188 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -124924.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -124927.367188 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -124927.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -124928.507812 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -124928.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -124931.968750 Penalty: 3419.756348
	Iteration 19Q: 3 clusters Score -124932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -124933.078125 Penalty: 3419.756348
	Iteration 20F: 3 clusters Score -124933.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -124938.062500 Penalty: 3419.756348
	Iteration 21Q: 3 clusters Score -124938.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -124940.281250 Penalty: 3419.756348
	Iteration 22Q: 3 clusters Score -124940.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -124942.343750 Penalty: 3419.756348
	Iteration 23Q: 3 clusters Score -124942.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -124944.531250 Penalty: 3419.756348
	Iteration 24Q: 3 clusters Score -124944.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -124948.789062 Penalty: 3419.756348
	Iteration 25Q: 3 clusters Score -124948.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -124957.445312 Penalty: 3419.756348
	Iteration 26Q: 3 clusters Score -124957.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -124963.062500 Penalty: 3419.756348
	Iteration 27Q: 3 clusters Score -124963.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -124977.140625 Penalty: 3419.756348
	Iteration 28Q: 3 clusters Score -124977.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -124986.406250 Penalty: 3419.756348
	Iteration 29Q: 3 clusters Score -124986.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -124993.398438 Penalty: 3419.756348
	Iteration 30Q: 3 clusters Score -124993.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -124997.867188 Penalty: 3419.756348
	Iteration 31Q: 3 clusters Score -124997.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -124999.601562 Penalty: 3419.756348
	Iteration 32Q: 3 clusters Score -124999.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -124999.601562 Penalty: 3419.756348
	Iteration 33F: 3 clusters Score -124999.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (289633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289633 members 
Entering Unmasked Estep 
Score: -39699724.000000 Penalty: 3118.939941
	Iteration 0F: 2 clusters Score -3.969972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144555 members 
Mstep: Class 2 contains 145078 members 
Entering Unmasked Estep 
Score: -39526068.000000 Penalty: 6237.879883
	Iteration 0F: 3 clusters Score -3.952607e+07 nChanged 140192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139449 members 
Mstep: Class 2 contains 150184 members 
Entering Unmasked Estep 
Score: -39608772.000000 Penalty: 6237.879883
	Iteration 1F: 3 clusters Score -3.960877e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136147 members 
Mstep: Class 2 contains 153486 members 
Entering Unmasked Estep 
Score: -39610220.000000 Penalty: 6237.879883
	Iteration 2Q: 3 clusters Score -3.961022e+07 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130944 members 
Mstep: Class 2 contains 158689 members 
Entering Unmasked Estep 
Score: -39612324.000000 Penalty: 6237.879883
	Iteration 3Q: 3 clusters Score -3.961232e+07 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122933 members 
Mstep: Class 2 contains 166700 members 
Entering Unmasked Estep 
Score: -39615776.000000 Penalty: 6237.879883
	Iteration 4Q: 3 clusters Score -3.961578e+07 nChanged 13506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110963 members 
Mstep: Class 2 contains 178670 members 
Entering Unmasked Estep 
Score: -39621972.000000 Penalty: 6237.879883
	Iteration 5Q: 3 clusters Score -3.962197e+07 nChanged 17885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 195709 members 
Entering Unmasked Estep 
Score: -39634024.000000 Penalty: 6237.879883
	Iteration 6F: 3 clusters Score -3.963402e+07 nChanged 21704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 216993 members 
Entering Unmasked Estep 
Score: -39651316.000000 Penalty: 6237.879883
	Iteration 7F: 3 clusters Score -3.965132e+07 nChanged 22876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 239719 members 
Entering Unmasked Estep 
Score: -39670352.000000 Penalty: 6237.879883
	Iteration 8F: 3 clusters Score -3.967035e+07 nChanged 19613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 259224 members 
Entering Unmasked Estep 
Score: -39683056.000000 Penalty: 6237.879883
	Iteration 9F: 3 clusters Score -3.968306e+07 nChanged 13587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 272739 members 
Entering Unmasked Estep 
Score: -39689976.000000 Penalty: 6237.879883
	Iteration 10Q: 3 clusters Score -3.968998e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 280743 members 
Entering Unmasked Estep 
Score: -39693564.000000 Penalty: 6237.879883
	Iteration 11Q: 3 clusters Score -3.969356e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 285049 members 
Entering Unmasked Estep 
Score: -39695712.000000 Penalty: 6237.879883
	Iteration 12Q: 3 clusters Score -3.969571e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 287164 members 
Entering Unmasked Estep 
Score: -39696256.000000 Penalty: 6237.879883
	Iteration 13Q: 3 clusters Score -3.969626e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 288130 members 
Entering Unmasked Estep 
Score: -39696480.000000 Penalty: 6237.879883
	Iteration 14Q: 3 clusters Score -3.969648e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 288565 members 
Entering Unmasked Estep 
Score: -39696648.000000 Penalty: 6237.879883
	Iteration 15Q: 3 clusters Score -3.969665e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 288761 members 
Entering Unmasked Estep 
Score: -39696808.000000 Penalty: 6237.879883
	Iteration 16Q: 3 clusters Score -3.969681e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 288885 members 
Entering Unmasked Estep 
Score: -39696948.000000 Penalty: 6237.879883
	Iteration 17Q: 3 clusters Score -3.969695e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 288946 members 
Entering Unmasked Estep 
Score: -39697016.000000 Penalty: 6237.879883
	Iteration 18Q: 3 clusters Score -3.969702e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 288983 members 
Entering Unmasked Estep 
Score: -39697020.000000 Penalty: 6237.879883
	Iteration 19Q: 3 clusters Score -3.969702e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 289007 members 
Entering Unmasked Estep 
Score: -39697092.000000 Penalty: 6237.879883
	Iteration 20F: 3 clusters Score -3.969709e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 289017 members 
Entering Unmasked Estep 
Score: -39697128.000000 Penalty: 6237.879883
	Iteration 21Q: 3 clusters Score -3.969713e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 289030 members 
Entering Unmasked Estep 
Score: -39697160.000000 Penalty: 6237.879883
	Iteration 22Q: 3 clusters Score -3.969716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 289040 members 
Entering Unmasked Estep 
Score: -39697104.000000 Penalty: 6237.879883
	Iteration 23Q: 3 clusters Score -3.96971e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 289055 members 
Entering Unmasked Estep 
Score: -39697136.000000 Penalty: 6237.879883
	Iteration 24Q: 3 clusters Score -3.969714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 289066 members 
Entering Unmasked Estep 
Score: -39697152.000000 Penalty: 6237.879883
	Iteration 25Q: 3 clusters Score -3.969715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 289074 members 
Entering Unmasked Estep 
Score: -39697140.000000 Penalty: 6237.879883
	Iteration 26Q: 3 clusters Score -3.969714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 289085 members 
Entering Unmasked Estep 
Score: -39697152.000000 Penalty: 6237.879883
	Iteration 27Q: 3 clusters Score -3.969715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 289085 members 
Entering Unmasked Estep 
Score: -39697152.000000 Penalty: 6237.879883
	Iteration 28Q: 3 clusters Score -3.969715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 289088 members 
Entering Unmasked Estep 
Score: -39697160.000000 Penalty: 6237.879883
	Iteration 29Q: 3 clusters Score -3.969716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 289090 members 
Entering Unmasked Estep 
Score: -39697160.000000 Penalty: 6237.879883
	Iteration 30Q: 3 clusters Score -3.969716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 289091 members 
Entering Unmasked Estep 
Score: -39697180.000000 Penalty: 6237.879883
	Iteration 31Q: 3 clusters Score -3.969718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 289092 members 
Entering Unmasked Estep 
Score: -39697164.000000 Penalty: 6237.879883
	Iteration 32Q: 3 clusters Score -3.969716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 289092 members 
Entering Unmasked Estep 
Score: -39697184.000000 Penalty: 6237.879883
	Iteration 33Q: 3 clusters Score -3.969718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 289095 members 
Entering Unmasked Estep 
Score: -39697172.000000 Penalty: 6237.879883
	Iteration 34Q: 3 clusters Score -3.969717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 289100 members 
Entering Unmasked Estep 
Score: -39697148.000000 Penalty: 6237.879883
	Iteration 35Q: 3 clusters Score -3.969715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 289101 members 
Entering Unmasked Estep 
Score: -39697176.000000 Penalty: 6237.879883
	Iteration 36Q: 3 clusters Score -3.969718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 289104 members 
Entering Unmasked Estep 
Score: -39697160.000000 Penalty: 6237.879883
	Iteration 37Q: 3 clusters Score -3.969716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 289109 members 
Entering Unmasked Estep 
Score: -39697184.000000 Penalty: 6237.879883
	Iteration 38Q: 3 clusters Score -3.969718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 289110 members 
Entering Unmasked Estep 
Score: -39697188.000000 Penalty: 6237.879883
	Iteration 39Q: 3 clusters Score -3.969719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 289109 members 
Entering Unmasked Estep 
Score: -39697172.000000 Penalty: 6237.879883
	Iteration 40F: 3 clusters Score -3.969717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (72115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72115 members 
Entering Unmasked Estep 
Score: -10062483.000000 Penalty: 2774.132324
	Iteration 0F: 2 clusters Score -1.006248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -10014207.000000 Penalty: 5548.264648
	Iteration 0F: 3 clusters Score -1.001421e+07 nChanged 33802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -10033322.000000 Penalty: 5548.264648
	Iteration 1F: 3 clusters Score -1.003332e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -10034287.000000 Penalty: 5548.264648
	Iteration 2Q: 3 clusters Score -1.003429e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -10035508.000000 Penalty: 5548.264648
	Iteration 3Q: 3 clusters Score -1.003551e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -10037603.000000 Penalty: 5548.264648
	Iteration 4F: 3 clusters Score -1.00376e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -10041000.000000 Penalty: 5548.264648
	Iteration 5F: 3 clusters Score -1.0041e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -10045965.000000 Penalty: 5548.264648
	Iteration 6F: 3 clusters Score -1.004596e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -10051719.000000 Penalty: 5548.264648
	Iteration 7F: 3 clusters Score -1.005172e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -10056213.000000 Penalty: 5548.264648
	Iteration 8F: 3 clusters Score -1.005621e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 69497 members 
Entering Unmasked Estep 
Score: -10058478.000000 Penalty: 5548.264648
	Iteration 9Q: 3 clusters Score -1.005848e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 70600 members 
Entering Unmasked Estep 
Score: -10059461.000000 Penalty: 5548.264648
	Iteration 10Q: 3 clusters Score -1.005946e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 71033 members 
Entering Unmasked Estep 
Score: -10059816.000000 Penalty: 5548.264648
	Iteration 11Q: 3 clusters Score -1.005982e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 71247 members 
Entering Unmasked Estep 
Score: -10059992.000000 Penalty: 5548.264648
	Iteration 12Q: 3 clusters Score -1.005999e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 71339 members 
Entering Unmasked Estep 
Score: -10060136.000000 Penalty: 5548.264648
	Iteration 13Q: 3 clusters Score -1.006014e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 71395 members 
Entering Unmasked Estep 
Score: -10060210.000000 Penalty: 5548.264648
	Iteration 14Q: 3 clusters Score -1.006021e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -10060260.000000 Penalty: 5548.264648
	Iteration 15Q: 3 clusters Score -1.006026e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 71440 members 
Entering Unmasked Estep 
Score: -10060298.000000 Penalty: 5548.264648
	Iteration 16Q: 3 clusters Score -1.00603e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 71457 members 
Entering Unmasked Estep 
Score: -10060332.000000 Penalty: 5548.264648
	Iteration 17Q: 3 clusters Score -1.006033e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 71469 members 
Entering Unmasked Estep 
Score: -10060332.000000 Penalty: 5548.264648
	Iteration 18Q: 3 clusters Score -1.006033e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -10060362.000000 Penalty: 5548.264648
	Iteration 19Q: 3 clusters Score -1.006036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -10060354.000000 Penalty: 5548.264648
	Iteration 20F: 3 clusters Score -1.006035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 71484 members 
Entering Unmasked Estep 
Score: -10060370.000000 Penalty: 5548.264648
	Iteration 21Q: 3 clusters Score -1.006037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 71486 members 
Entering Unmasked Estep 
Score: -10060369.000000 Penalty: 5548.264648
	Iteration 22Q: 3 clusters Score -1.006037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 71488 members 
Entering Unmasked Estep 
Score: -10060361.000000 Penalty: 5548.264648
	Iteration 23Q: 3 clusters Score -1.006036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 71494 members 
Entering Unmasked Estep 
Score: -10060370.000000 Penalty: 5548.264648
	Iteration 24Q: 3 clusters Score -1.006037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 71501 members 
Entering Unmasked Estep 
Score: -10060360.000000 Penalty: 5548.264648
	Iteration 25Q: 3 clusters Score -1.006036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -10060358.000000 Penalty: 5548.264648
	Iteration 26Q: 3 clusters Score -1.006036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 71508 members 
Entering Unmasked Estep 
Score: -10060352.000000 Penalty: 5548.264648
	Iteration 27Q: 3 clusters Score -1.006035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 71509 members 
Entering Unmasked Estep 
Score: -10060362.000000 Penalty: 5548.264648
	Iteration 28Q: 3 clusters Score -1.006036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 71508 members 
Entering Unmasked Estep 
Score: -10060365.000000 Penalty: 5548.264648
	Iteration 29Q: 3 clusters Score -1.006036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 71508 members 
Entering Unmasked Estep 
Score: -10060365.000000 Penalty: 5548.264648
	Iteration 30F: 3 clusters Score -1.006036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Entering Unmasked Estep 
Score: -5639141.500000 Penalty: 2638.590820
	Iteration 0F: 2 clusters Score -5639142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -5610926.000000 Penalty: 5277.181641
	Iteration 0F: 3 clusters Score -5610926 nChanged 19021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -5621277.500000 Penalty: 5277.181641
	Iteration 1F: 3 clusters Score -5621278 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -5621752.000000 Penalty: 5277.181641
	Iteration 2Q: 3 clusters Score -5621752 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -5622138.500000 Penalty: 5277.181641
	Iteration 3Q: 3 clusters Score -5622138 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -5622576.000000 Penalty: 5277.181641
	Iteration 4Q: 3 clusters Score -5622576 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -5623031.500000 Penalty: 5277.181641
	Iteration 5Q: 3 clusters Score -5623032 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -5623654.500000 Penalty: 5277.181641
	Iteration 6Q: 3 clusters Score -5623654 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -5624262.000000 Penalty: 5277.181641
	Iteration 7Q: 3 clusters Score -5624262 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -5624997.500000 Penalty: 5277.181641
	Iteration 8Q: 3 clusters Score -5624998 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -5625864.000000 Penalty: 5277.181641
	Iteration 9Q: 3 clusters Score -5625864 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -5626902.000000 Penalty: 5277.181641
	Iteration 10Q: 3 clusters Score -5626902 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -5628099.000000 Penalty: 5277.181641
	Iteration 11F: 3 clusters Score -5628099 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -5629427.500000 Penalty: 5277.181641
	Iteration 12F: 3 clusters Score -5629428 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -5630836.000000 Penalty: 5277.181641
	Iteration 13Q: 3 clusters Score -5630836 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -5632380.500000 Penalty: 5277.181641
	Iteration 14Q: 3 clusters Score -5632380 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5633951.000000 Penalty: 5277.181641
	Iteration 15Q: 3 clusters Score -5633951 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5635246.500000 Penalty: 5277.181641
	Iteration 16Q: 3 clusters Score -5635246 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5635969.000000 Penalty: 5277.181641
	Iteration 17Q: 3 clusters Score -5635969 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5636335.500000 Penalty: 5277.181641
	Iteration 18Q: 3 clusters Score -5636336 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5636528.500000 Penalty: 5277.181641
	Iteration 19Q: 3 clusters Score -5636528 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5636667.000000 Penalty: 5277.181641
	Iteration 20F: 3 clusters Score -5636667 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5636738.000000 Penalty: 5277.181641
	Iteration 21Q: 3 clusters Score -5636738 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5636801.500000 Penalty: 5277.181641
	Iteration 22Q: 3 clusters Score -5636802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5636831.500000 Penalty: 5277.181641
	Iteration 23Q: 3 clusters Score -5636832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5636859.000000 Penalty: 5277.181641
	Iteration 24Q: 3 clusters Score -5636859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5636882.000000 Penalty: 5277.181641
	Iteration 25Q: 3 clusters Score -5636882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5636900.000000 Penalty: 5277.181641
	Iteration 26Q: 3 clusters Score -5636900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5636918.000000 Penalty: 5277.181641
	Iteration 27Q: 3 clusters Score -5636918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5636937.000000 Penalty: 5277.181641
	Iteration 28Q: 3 clusters Score -5636937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5636941.500000 Penalty: 5277.181641
	Iteration 29Q: 3 clusters Score -5636942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5636955.000000 Penalty: 5277.181641
	Iteration 30Q: 3 clusters Score -5636955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5636959.000000 Penalty: 5277.181641
	Iteration 31Q: 3 clusters Score -5636959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5636970.500000 Penalty: 5277.181641
	Iteration 32Q: 3 clusters Score -5636970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5636967.000000 Penalty: 5277.181641
	Iteration 33Q: 3 clusters Score -5636967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5636971.500000 Penalty: 5277.181641
	Iteration 34Q: 3 clusters Score -5636972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5636974.500000 Penalty: 5277.181641
	Iteration 35Q: 3 clusters Score -5636974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5636975.000000 Penalty: 5277.181641
	Iteration 36Q: 3 clusters Score -5636975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5636978.000000 Penalty: 5277.181641
	Iteration 37Q: 3 clusters Score -5636978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5636981.000000 Penalty: 5277.181641
	Iteration 38Q: 3 clusters Score -5636981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5636980.000000 Penalty: 5277.181641
	Iteration 39Q: 3 clusters Score -5636980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5636983.500000 Penalty: 5277.181641
	Iteration 40F: 3 clusters Score -5636984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Entering Unmasked Estep 
Score: -3842041.750000 Penalty: 2534.517822
	Iteration 0F: 2 clusters Score -3842042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -3823249.000000 Penalty: 5069.035645
	Iteration 0F: 3 clusters Score -3823249 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3829771.000000 Penalty: 5069.035645
	Iteration 1F: 3 clusters Score -3829771 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -3830296.750000 Penalty: 5069.035645
	Iteration 2F: 3 clusters Score -3830297 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3830864.250000 Penalty: 5069.035645
	Iteration 3Q: 3 clusters Score -3830864 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -3831511.000000 Penalty: 5069.035645
	Iteration 4F: 3 clusters Score -3831511 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -3832369.000000 Penalty: 5069.035645
	Iteration 5F: 3 clusters Score -3832369 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -3833533.000000 Penalty: 5069.035645
	Iteration 6F: 3 clusters Score -3833533 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -3834932.000000 Penalty: 5069.035645
	Iteration 7F: 3 clusters Score -3834932 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -3836389.250000 Penalty: 5069.035645
	Iteration 8F: 3 clusters Score -3836389 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -3837664.250000 Penalty: 5069.035645
	Iteration 9F: 3 clusters Score -3837664 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -3838568.500000 Penalty: 5069.035645
	Iteration 10Q: 3 clusters Score -3838568 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3839000.000000 Penalty: 5069.035645
	Iteration 11Q: 3 clusters Score -3839000 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3839233.000000 Penalty: 5069.035645
	Iteration 12Q: 3 clusters Score -3839233 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3839372.000000 Penalty: 5069.035645
	Iteration 13Q: 3 clusters Score -3839372 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3839429.000000 Penalty: 5069.035645
	Iteration 14Q: 3 clusters Score -3839429 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3839483.500000 Penalty: 5069.035645
	Iteration 15Q: 3 clusters Score -3839484 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3839524.750000 Penalty: 5069.035645
	Iteration 16Q: 3 clusters Score -3839525 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3839581.250000 Penalty: 5069.035645
	Iteration 17Q: 3 clusters Score -3839581 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -3839638.750000 Penalty: 5069.035645
	Iteration 18Q: 3 clusters Score -3839639 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3839691.000000 Penalty: 5069.035645
	Iteration 19Q: 3 clusters Score -3839691 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3839732.500000 Penalty: 5069.035645
	Iteration 20F: 3 clusters Score -3839732 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -3839775.000000 Penalty: 5069.035645
	Iteration 21Q: 3 clusters Score -3839775 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3839815.000000 Penalty: 5069.035645
	Iteration 22Q: 3 clusters Score -3839815 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3839848.750000 Penalty: 5069.035645
	Iteration 23Q: 3 clusters Score -3839849 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3839885.500000 Penalty: 5069.035645
	Iteration 24Q: 3 clusters Score -3839886 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3839909.500000 Penalty: 5069.035645
	Iteration 25Q: 3 clusters Score -3839910 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3839930.750000 Penalty: 5069.035645
	Iteration 26Q: 3 clusters Score -3839931 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3839973.750000 Penalty: 5069.035645
	Iteration 27Q: 3 clusters Score -3839974 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3839998.250000 Penalty: 5069.035645
	Iteration 28Q: 3 clusters Score -3839998 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3840012.250000 Penalty: 5069.035645
	Iteration 29Q: 3 clusters Score -3840012 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3840046.500000 Penalty: 5069.035645
	Iteration 30Q: 3 clusters Score -3840046 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3840068.000000 Penalty: 5069.035645
	Iteration 31Q: 3 clusters Score -3840068 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3840083.500000 Penalty: 5069.035645
	Iteration 32Q: 3 clusters Score -3840084 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3840100.750000 Penalty: 5069.035645
	Iteration 33Q: 3 clusters Score -3840101 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3840117.500000 Penalty: 5069.035645
	Iteration 34Q: 3 clusters Score -3840118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3840141.500000 Penalty: 5069.035645
	Iteration 35Q: 3 clusters Score -3840142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3840157.500000 Penalty: 5069.035645
	Iteration 36Q: 3 clusters Score -3840158 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3840154.750000 Penalty: 5069.035645
	Iteration 37Q: 3 clusters Score -3840155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3840167.250000 Penalty: 5069.035645
	Iteration 38Q: 3 clusters Score -3840167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3840174.750000 Penalty: 5069.035645
	Iteration 39Q: 3 clusters Score -3840175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3840182.250000 Penalty: 5069.035645
	Iteration 40F: 3 clusters Score -3840182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3840176.250000 Penalty: 5069.035645
	Iteration 41Q: 3 clusters Score -3840176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3840183.500000 Penalty: 5069.035645
	Iteration 42Q: 3 clusters Score -3840184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3840181.750000 Penalty: 5069.035645
	Iteration 43Q: 3 clusters Score -3840182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3840182.750000 Penalty: 5069.035645
	Iteration 44Q: 3 clusters Score -3840183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3840186.750000 Penalty: 5069.035645
	Iteration 45Q: 3 clusters Score -3840187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3840179.250000 Penalty: 5069.035645
	Iteration 46Q: 3 clusters Score -3840179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3840185.250000 Penalty: 5069.035645
	Iteration 47Q: 3 clusters Score -3840185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3840184.000000 Penalty: 5069.035645
	Iteration 48Q: 3 clusters Score -3840184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3840189.000000 Penalty: 5069.035645
	Iteration 49Q: 3 clusters Score -3840189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3840193.750000 Penalty: 5069.035645
	Iteration 50Q: 3 clusters Score -3840194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3840189.250000 Penalty: 5069.035645
	Iteration 51Q: 3 clusters Score -3840189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3840197.750000 Penalty: 5069.035645
	Iteration 52Q: 3 clusters Score -3840198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3840203.750000 Penalty: 5069.035645
	Iteration 53Q: 3 clusters Score -3840204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3840213.750000 Penalty: 5069.035645
	Iteration 54Q: 3 clusters Score -3840214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3840223.750000 Penalty: 5069.035645
	Iteration 55Q: 3 clusters Score -3840224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3840228.500000 Penalty: 5069.035645
	Iteration 56Q: 3 clusters Score -3840228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3840221.000000 Penalty: 5069.035645
	Iteration 57Q: 3 clusters Score -3840221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3840223.500000 Penalty: 5069.035645
	Iteration 58Q: 3 clusters Score -3840224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3840225.000000 Penalty: 5069.035645
	Iteration 59Q: 3 clusters Score -3840225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3840226.000000 Penalty: 5069.035645
	Iteration 60F: 3 clusters Score -3840226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3840229.250000 Penalty: 5069.035645
	Iteration 61Q: 3 clusters Score -3840229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3840229.000000 Penalty: 5069.035645
	Iteration 62Q: 3 clusters Score -3840229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3840233.000000 Penalty: 5069.035645
	Iteration 63Q: 3 clusters Score -3840233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3840230.000000 Penalty: 5069.035645
	Iteration 64Q: 3 clusters Score -3840230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3840228.250000 Penalty: 5069.035645
	Iteration 65Q: 3 clusters Score -3840228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3840228.750000 Penalty: 5069.035645
	Iteration 66Q: 3 clusters Score -3840229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3840233.750000 Penalty: 5069.035645
	Iteration 67Q: 3 clusters Score -3840234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3840234.000000 Penalty: 5069.035645
	Iteration 68Q: 3 clusters Score -3840234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3840236.750000 Penalty: 5069.035645
	Iteration 69Q: 3 clusters Score -3840237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3840244.500000 Penalty: 5069.035645
	Iteration 70Q: 3 clusters Score -3840244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3840245.750000 Penalty: 5069.035645
	Iteration 71Q: 3 clusters Score -3840246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3840250.250000 Penalty: 5069.035645
	Iteration 72Q: 3 clusters Score -3840250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3840250.750000 Penalty: 5069.035645
	Iteration 73Q: 3 clusters Score -3840251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3840252.750000 Penalty: 5069.035645
	Iteration 74Q: 3 clusters Score -3840253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3840255.750000 Penalty: 5069.035645
	Iteration 75Q: 3 clusters Score -3840256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3840258.500000 Penalty: 5069.035645
	Iteration 76Q: 3 clusters Score -3840258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3840264.000000 Penalty: 5069.035645
	Iteration 77Q: 3 clusters Score -3840264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3840263.750000 Penalty: 5069.035645
	Iteration 78Q: 3 clusters Score -3840264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3840264.500000 Penalty: 5069.035645
	Iteration 79Q: 3 clusters Score -3840264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3840266.250000 Penalty: 5069.035645
	Iteration 80F: 3 clusters Score -3840266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3840265.000000 Penalty: 5069.035645
	Iteration 81Q: 3 clusters Score -3840265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3840264.000000 Penalty: 5069.035645
	Iteration 82Q: 3 clusters Score -3840264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3840264.500000 Penalty: 5069.035645
	Iteration 83Q: 3 clusters Score -3840264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3840265.000000 Penalty: 5069.035645
	Iteration 84Q: 3 clusters Score -3840265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3840263.000000 Penalty: 5069.035645
	Iteration 85Q: 3 clusters Score -3840263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3840263.000000 Penalty: 5069.035645
	Iteration 86F: 3 clusters Score -3840263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -76191.171875 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -76191.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74642.546875 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -74642.55 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75030.171875 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -75030.17 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75182.328125 Penalty: 3190.738281
	Iteration 2F: 3 clusters Score -75182.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75269.539062 Penalty: 3190.738281
	Iteration 3Q: 3 clusters Score -75269.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75444.234375 Penalty: 3190.738281
	Iteration 4Q: 3 clusters Score -75444.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -75923.421875 Penalty: 3190.738281
	Iteration 5Q: 3 clusters Score -75923.42 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -76021.515625 Penalty: 3190.738281
	Iteration 6F: 3 clusters Score -76021.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -76074.210938 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -76074.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -76094.687500 Penalty: 3190.738281
	Iteration 8Q: 3 clusters Score -76094.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -76110.820312 Penalty: 3190.738281
	Iteration 9Q: 3 clusters Score -76110.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -76129.960938 Penalty: 3190.738281
	Iteration 10Q: 3 clusters Score -76129.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -76142.414062 Penalty: 3190.738281
	Iteration 11Q: 3 clusters Score -76142.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -76149.218750 Penalty: 3190.738281
	Iteration 12Q: 3 clusters Score -76149.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -76153.398438 Penalty: 3190.738281
	Iteration 13Q: 3 clusters Score -76153.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -76161.273438 Penalty: 3190.738281
	Iteration 14Q: 3 clusters Score -76161.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -76164.656250 Penalty: 3190.738281
	Iteration 15Q: 3 clusters Score -76164.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -76181.312500 Penalty: 3190.738281
	Iteration 16Q: 3 clusters Score -76181.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -76186.250000 Penalty: 3190.738281
	Iteration 17Q: 3 clusters Score -76186.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -76198.070312 Penalty: 3190.738281
	Iteration 18Q: 3 clusters Score -76198.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -76198.070312 Penalty: 3190.738281
	Iteration 19F: 3 clusters Score -76198.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 7920 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 94981 members 
Mstep: Class 6 contains 3453 members 
Mstep: Class 7 contains 23705 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289633 members 
Mstep: Class 10 contains 72115 members 
Mstep: Class 11 contains 41751 members 
Mstep: Class 12 contains 27442 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4419 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 42243 members 
Mstep: Class 18 contains 17917 members 
Mstep: Class 19 contains 15643 members 
Mstep: Class 20 contains 145397 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200252 members 
Mstep: Class 23 contains 195 members 
Entering Unmasked Estep 
Score: -135795584.000000 Penalty: 78787.804688
Splitting cluster 13 changes total score from -135796672.000000 to -135795584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -34183.480469 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -34183.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33000.832031 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -33000.83 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33217.269531 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -33217.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33321.015625 Penalty: 2820.739746
	Iteration 2F: 3 clusters Score -33321.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33388.648438 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -33388.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33407.453125 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -33407.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33431.019531 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -33431.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33431.019531 Penalty: 2820.739746
	Iteration 6F: 3 clusters Score -33431.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Entering Unmasked Estep 
Score: -581333.375000 Penalty: 2081.629883
	Iteration 0F: 2 clusters Score -581333.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -577152.437500 Penalty: 4163.259766
	Iteration 0F: 3 clusters Score -577152.4 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -578309.250000 Penalty: 4163.259766
	Iteration 1F: 3 clusters Score -578309.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -578750.000000 Penalty: 4163.259766
	Iteration 2F: 3 clusters Score -578750 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -579083.062500 Penalty: 4163.259766
	Iteration 3F: 3 clusters Score -579083.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -579356.625000 Penalty: 4163.259766
	Iteration 4F: 3 clusters Score -579356.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -579567.000000 Penalty: 4163.259766
	Iteration 5F: 3 clusters Score -579567 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -579719.312500 Penalty: 4163.259766
	Iteration 6Q: 3 clusters Score -579719.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -579823.812500 Penalty: 4163.259766
	Iteration 7Q: 3 clusters Score -579823.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -579906.000000 Penalty: 4163.259766
	Iteration 8Q: 3 clusters Score -579906 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -579965.437500 Penalty: 4163.259766
	Iteration 9Q: 3 clusters Score -579965.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -580011.625000 Penalty: 4163.259766
	Iteration 10Q: 3 clusters Score -580011.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -580045.812500 Penalty: 4163.259766
	Iteration 11Q: 3 clusters Score -580045.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -580068.812500 Penalty: 4163.259766
	Iteration 12Q: 3 clusters Score -580068.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -580086.000000 Penalty: 4163.259766
	Iteration 13Q: 3 clusters Score -580086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -580100.812500 Penalty: 4163.259766
	Iteration 14Q: 3 clusters Score -580100.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -580109.750000 Penalty: 4163.259766
	Iteration 15Q: 3 clusters Score -580109.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -580120.500000 Penalty: 4163.259766
	Iteration 16Q: 3 clusters Score -580120.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -580127.687500 Penalty: 4163.259766
	Iteration 17Q: 3 clusters Score -580127.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -580136.687500 Penalty: 4163.259766
	Iteration 18Q: 3 clusters Score -580136.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -580142.000000 Penalty: 4163.259766
	Iteration 19Q: 3 clusters Score -580142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -580145.250000 Penalty: 4163.259766
	Iteration 20F: 3 clusters Score -580145.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -580151.312500 Penalty: 4163.259766
	Iteration 21Q: 3 clusters Score -580151.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -580154.125000 Penalty: 4163.259766
	Iteration 22Q: 3 clusters Score -580154.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -580158.375000 Penalty: 4163.259766
	Iteration 23Q: 3 clusters Score -580158.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -580157.937500 Penalty: 4163.259766
	Iteration 24Q: 3 clusters Score -580157.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -580157.937500 Penalty: 4163.259766
	Iteration 25F: 3 clusters Score -580157.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -145268.484375 Penalty: 1740.785522
	Iteration 0F: 2 clusters Score -145268.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -143260.890625 Penalty: 3481.571045
	Iteration 0F: 3 clusters Score -143260.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -143628.687500 Penalty: 3481.571045
	Iteration 1F: 3 clusters Score -143628.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -143739.828125 Penalty: 3481.571045
	Iteration 2F: 3 clusters Score -143739.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -143793.734375 Penalty: 3481.571045
	Iteration 3Q: 3 clusters Score -143793.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -143860.140625 Penalty: 3481.571045
	Iteration 4Q: 3 clusters Score -143860.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -143916.765625 Penalty: 3481.571045
	Iteration 5Q: 3 clusters Score -143916.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -143978.796875 Penalty: 3481.571045
	Iteration 6Q: 3 clusters Score -143978.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -144045.390625 Penalty: 3481.571045
	Iteration 7Q: 3 clusters Score -144045.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -144115.546875 Penalty: 3481.571045
	Iteration 8Q: 3 clusters Score -144115.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -144215.656250 Penalty: 3481.571045
	Iteration 9Q: 3 clusters Score -144215.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -144411.031250 Penalty: 3481.571045
	Iteration 10Q: 3 clusters Score -144411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -144679.765625 Penalty: 3481.571045
	Iteration 11Q: 3 clusters Score -144679.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -144851.390625 Penalty: 3481.571045
	Iteration 12Q: 3 clusters Score -144851.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -144962.953125 Penalty: 3481.571045
	Iteration 13Q: 3 clusters Score -144963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -145012.703125 Penalty: 3481.571045
	Iteration 14Q: 3 clusters Score -145012.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -145032.656250 Penalty: 3481.571045
	Iteration 15Q: 3 clusters Score -145032.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -145050.593750 Penalty: 3481.571045
	Iteration 16Q: 3 clusters Score -145050.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -145082.562500 Penalty: 3481.571045
	Iteration 17Q: 3 clusters Score -145082.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -145134.375000 Penalty: 3481.571045
	Iteration 18Q: 3 clusters Score -145134.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -145177.421875 Penalty: 3481.571045
	Iteration 19Q: 3 clusters Score -145177.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -145215.843750 Penalty: 3481.571045
	Iteration 20F: 3 clusters Score -145215.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -145308.640625 Penalty: 3481.571045
	Iteration 21Q: 3 clusters Score -145308.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -145398.062500 Penalty: 3481.571045
	Iteration 22Q: 3 clusters Score -145398.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -145520.453125 Penalty: 3481.571045
	Iteration 23Q: 3 clusters Score -145520.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -145624.015625 Penalty: 3481.571045
	Iteration 24Q: 3 clusters Score -145624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -145627.140625 Penalty: 3481.571045
	Iteration 25Q: 3 clusters Score -145627.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -145627.140625 Penalty: 3481.571045
	Iteration 26F: 3 clusters Score -145627.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 7920 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 94981 members 
Mstep: Class 6 contains 3453 members 
Mstep: Class 7 contains 23705 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289633 members 
Mstep: Class 10 contains 72115 members 
Mstep: Class 11 contains 41751 members 
Mstep: Class 12 contains 27442 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4419 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 42243 members 
Mstep: Class 18 contains 17917 members 
Mstep: Class 19 contains 15643 members 
Mstep: Class 20 contains 145397 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200252 members 
Mstep: Class 23 contains 716 members 
Entering Unmasked Estep 
Score: -135795840.000000 Penalty: 78787.804688
Splitting cluster 16 changes total score from -135796672.000000 to -135795840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (42243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Entering Unmasked Estep 
Score: -5719780.000000 Penalty: 2641.496094
	Iteration 0F: 2 clusters Score -5719780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -5691182.000000 Penalty: 5282.992188
	Iteration 0F: 3 clusters Score -5691182 nChanged 19389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -5701775.000000 Penalty: 5282.992188
	Iteration 1F: 3 clusters Score -5701775 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -5702266.500000 Penalty: 5282.992188
	Iteration 2Q: 3 clusters Score -5702266 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -5702811.000000 Penalty: 5282.992188
	Iteration 3Q: 3 clusters Score -5702811 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -5703527.500000 Penalty: 5282.992188
	Iteration 4Q: 3 clusters Score -5703528 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -5704439.000000 Penalty: 5282.992188
	Iteration 5Q: 3 clusters Score -5704439 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -5705949.500000 Penalty: 5282.992188
	Iteration 6F: 3 clusters Score -5705950 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -5708225.000000 Penalty: 5282.992188
	Iteration 7F: 3 clusters Score -5708225 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -5711152.500000 Penalty: 5282.992188
	Iteration 8F: 3 clusters Score -5711152 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -5713844.000000 Penalty: 5282.992188
	Iteration 9F: 3 clusters Score -5713844 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -5715791.500000 Penalty: 5282.992188
	Iteration 10Q: 3 clusters Score -5715792 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -5716715.000000 Penalty: 5282.992188
	Iteration 11Q: 3 clusters Score -5716715 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -5717050.000000 Penalty: 5282.992188
	Iteration 12Q: 3 clusters Score -5717050 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -5717208.500000 Penalty: 5282.992188
	Iteration 13Q: 3 clusters Score -5717208 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -5717283.000000 Penalty: 5282.992188
	Iteration 14Q: 3 clusters Score -5717283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -5717346.500000 Penalty: 5282.992188
	Iteration 15Q: 3 clusters Score -5717346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -5717371.500000 Penalty: 5282.992188
	Iteration 16Q: 3 clusters Score -5717372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -5717397.500000 Penalty: 5282.992188
	Iteration 17Q: 3 clusters Score -5717398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -5717413.000000 Penalty: 5282.992188
	Iteration 18Q: 3 clusters Score -5717413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -5717427.000000 Penalty: 5282.992188
	Iteration 19Q: 3 clusters Score -5717427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -5717429.500000 Penalty: 5282.992188
	Iteration 20F: 3 clusters Score -5717430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -2513210.500000 Penalty: 2428.789307
	Iteration 0F: 2 clusters Score -2513210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2500529.750000 Penalty: 4857.578613
	Iteration 0F: 3 clusters Score -2500530 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2504693.500000 Penalty: 4857.578613
	Iteration 1F: 3 clusters Score -2504694 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2505062.000000 Penalty: 4857.578613
	Iteration 2F: 3 clusters Score -2505062 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2505395.500000 Penalty: 4857.578613
	Iteration 3Q: 3 clusters Score -2505396 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2505705.750000 Penalty: 4857.578613
	Iteration 4Q: 3 clusters Score -2505706 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2506064.250000 Penalty: 4857.578613
	Iteration 5Q: 3 clusters Score -2506064 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2506440.250000 Penalty: 4857.578613
	Iteration 6Q: 3 clusters Score -2506440 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2506821.000000 Penalty: 4857.578613
	Iteration 7Q: 3 clusters Score -2506821 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2507213.750000 Penalty: 4857.578613
	Iteration 8Q: 3 clusters Score -2507214 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2507652.500000 Penalty: 4857.578613
	Iteration 9Q: 3 clusters Score -2507652 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2508094.250000 Penalty: 4857.578613
	Iteration 10Q: 3 clusters Score -2508094 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2508521.250000 Penalty: 4857.578613
	Iteration 11Q: 3 clusters Score -2508521 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2508894.750000 Penalty: 4857.578613
	Iteration 12Q: 3 clusters Score -2508895 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2509248.500000 Penalty: 4857.578613
	Iteration 13Q: 3 clusters Score -2509248 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2509550.250000 Penalty: 4857.578613
	Iteration 14Q: 3 clusters Score -2509550 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2509807.500000 Penalty: 4857.578613
	Iteration 15Q: 3 clusters Score -2509808 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2510007.250000 Penalty: 4857.578613
	Iteration 16Q: 3 clusters Score -2510007 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2510188.000000 Penalty: 4857.578613
	Iteration 17Q: 3 clusters Score -2510188 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2510364.500000 Penalty: 4857.578613
	Iteration 18Q: 3 clusters Score -2510364 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2510495.000000 Penalty: 4857.578613
	Iteration 19Q: 3 clusters Score -2510495 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2510609.250000 Penalty: 4857.578613
	Iteration 20F: 3 clusters Score -2510609 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2510707.250000 Penalty: 4857.578613
	Iteration 21Q: 3 clusters Score -2510707 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2510784.000000 Penalty: 4857.578613
	Iteration 22Q: 3 clusters Score -2510784 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2510857.000000 Penalty: 4857.578613
	Iteration 23Q: 3 clusters Score -2510857 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2510903.750000 Penalty: 4857.578613
	Iteration 24Q: 3 clusters Score -2510904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2510932.750000 Penalty: 4857.578613
	Iteration 25Q: 3 clusters Score -2510933 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2510961.750000 Penalty: 4857.578613
	Iteration 26Q: 3 clusters Score -2510962 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2510993.500000 Penalty: 4857.578613
	Iteration 27Q: 3 clusters Score -2510994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2511023.500000 Penalty: 4857.578613
	Iteration 28Q: 3 clusters Score -2511024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2511043.750000 Penalty: 4857.578613
	Iteration 29Q: 3 clusters Score -2511044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2511050.250000 Penalty: 4857.578613
	Iteration 30Q: 3 clusters Score -2511050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2511056.250000 Penalty: 4857.578613
	Iteration 31Q: 3 clusters Score -2511056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2511063.250000 Penalty: 4857.578613
	Iteration 32Q: 3 clusters Score -2511063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2511066.000000 Penalty: 4857.578613
	Iteration 33Q: 3 clusters Score -2511066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2511064.500000 Penalty: 4857.578613
	Iteration 34Q: 3 clusters Score -2511064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2511068.000000 Penalty: 4857.578613
	Iteration 35Q: 3 clusters Score -2511068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2511070.750000 Penalty: 4857.578613
	Iteration 36Q: 3 clusters Score -2511071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2511073.500000 Penalty: 4857.578613
	Iteration 37Q: 3 clusters Score -2511074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2511076.250000 Penalty: 4857.578613
	Iteration 38Q: 3 clusters Score -2511076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2511079.250000 Penalty: 4857.578613
	Iteration 39Q: 3 clusters Score -2511079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2511084.750000 Penalty: 4857.578613
	Iteration 40F: 3 clusters Score -2511085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2511085.750000 Penalty: 4857.578613
	Iteration 41Q: 3 clusters Score -2511086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2511088.000000 Penalty: 4857.578613
	Iteration 42Q: 3 clusters Score -2511088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2511089.000000 Penalty: 4857.578613
	Iteration 43Q: 3 clusters Score -2511089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2511092.000000 Penalty: 4857.578613
	Iteration 44Q: 3 clusters Score -2511092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2511092.500000 Penalty: 4857.578613
	Iteration 45Q: 3 clusters Score -2511092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2511092.250000 Penalty: 4857.578613
	Iteration 46Q: 3 clusters Score -2511092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2511096.250000 Penalty: 4857.578613
	Iteration 47Q: 3 clusters Score -2511096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2511100.000000 Penalty: 4857.578613
	Iteration 48Q: 3 clusters Score -2511100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2511100.750000 Penalty: 4857.578613
	Iteration 49Q: 3 clusters Score -2511101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2511100.000000 Penalty: 4857.578613
	Iteration 50Q: 3 clusters Score -2511100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2511101.000000 Penalty: 4857.578613
	Iteration 51Q: 3 clusters Score -2511101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2511100.000000 Penalty: 4857.578613
	Iteration 52Q: 3 clusters Score -2511100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2511100.000000 Penalty: 4857.578613
	Iteration 53F: 3 clusters Score -2511100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Entering Unmasked Estep 
Score: -2065873.375000 Penalty: 2395.129150
	Iteration 0F: 2 clusters Score -2065873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2054608.875000 Penalty: 4790.258301
	Iteration 0F: 3 clusters Score -2054609 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2058326.625000 Penalty: 4790.258301
	Iteration 1F: 3 clusters Score -2058327 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2058789.125000 Penalty: 4790.258301
	Iteration 2F: 3 clusters Score -2058789 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2059283.250000 Penalty: 4790.258301
	Iteration 3F: 3 clusters Score -2059283 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2059808.375000 Penalty: 4790.258301
	Iteration 4F: 3 clusters Score -2059808 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2060328.375000 Penalty: 4790.258301
	Iteration 5F: 3 clusters Score -2060328 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2060797.000000 Penalty: 4790.258301
	Iteration 6Q: 3 clusters Score -2060797 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2061220.125000 Penalty: 4790.258301
	Iteration 7Q: 3 clusters Score -2061220 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2061606.625000 Penalty: 4790.258301
	Iteration 8Q: 3 clusters Score -2061607 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2061965.875000 Penalty: 4790.258301
	Iteration 9Q: 3 clusters Score -2061966 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2062338.750000 Penalty: 4790.258301
	Iteration 10Q: 3 clusters Score -2062339 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2062759.250000 Penalty: 4790.258301
	Iteration 11Q: 3 clusters Score -2062759 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2063175.250000 Penalty: 4790.258301
	Iteration 12Q: 3 clusters Score -2063175 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2063523.250000 Penalty: 4790.258301
	Iteration 13Q: 3 clusters Score -2063523 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2063738.250000 Penalty: 4790.258301
	Iteration 14Q: 3 clusters Score -2063738 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2063853.375000 Penalty: 4790.258301
	Iteration 15Q: 3 clusters Score -2063853 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2063915.000000 Penalty: 4790.258301
	Iteration 16Q: 3 clusters Score -2063915 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2063954.625000 Penalty: 4790.258301
	Iteration 17Q: 3 clusters Score -2063955 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2063982.125000 Penalty: 4790.258301
	Iteration 18Q: 3 clusters Score -2063982 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2063996.875000 Penalty: 4790.258301
	Iteration 19Q: 3 clusters Score -2063997 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2064015.000000 Penalty: 4790.258301
	Iteration 20F: 3 clusters Score -2064015 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2064029.750000 Penalty: 4790.258301
	Iteration 21Q: 3 clusters Score -2064030 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2064039.625000 Penalty: 4790.258301
	Iteration 22Q: 3 clusters Score -2064040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2064050.000000 Penalty: 4790.258301
	Iteration 23Q: 3 clusters Score -2064050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2064056.125000 Penalty: 4790.258301
	Iteration 24Q: 3 clusters Score -2064056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2064059.875000 Penalty: 4790.258301
	Iteration 25Q: 3 clusters Score -2064060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2064070.750000 Penalty: 4790.258301
	Iteration 26Q: 3 clusters Score -2064071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2064065.250000 Penalty: 4790.258301
	Iteration 27Q: 3 clusters Score -2064065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2064062.625000 Penalty: 4790.258301
	Iteration 28Q: 3 clusters Score -2064063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2064069.625000 Penalty: 4790.258301
	Iteration 29Q: 3 clusters Score -2064070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2064072.250000 Penalty: 4790.258301
	Iteration 30Q: 3 clusters Score -2064072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2064067.000000 Penalty: 4790.258301
	Iteration 31Q: 3 clusters Score -2064067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2064079.250000 Penalty: 4790.258301
	Iteration 32Q: 3 clusters Score -2064079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2064079.500000 Penalty: 4790.258301
	Iteration 33Q: 3 clusters Score -2064080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2064087.250000 Penalty: 4790.258301
	Iteration 34Q: 3 clusters Score -2064087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2064091.625000 Penalty: 4790.258301
	Iteration 35Q: 3 clusters Score -2064092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2064092.125000 Penalty: 4790.258301
	Iteration 36Q: 3 clusters Score -2064092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2064092.875000 Penalty: 4790.258301
	Iteration 37Q: 3 clusters Score -2064093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2064092.625000 Penalty: 4790.258301
	Iteration 38Q: 3 clusters Score -2064093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2064094.125000 Penalty: 4790.258301
	Iteration 39Q: 3 clusters Score -2064094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2064092.875000 Penalty: 4790.258301
	Iteration 40F: 3 clusters Score -2064093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2064096.000000 Penalty: 4790.258301
	Iteration 41Q: 3 clusters Score -2064096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2064099.250000 Penalty: 4790.258301
	Iteration 42Q: 3 clusters Score -2064099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2064100.625000 Penalty: 4790.258301
	Iteration 43Q: 3 clusters Score -2064101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2064103.500000 Penalty: 4790.258301
	Iteration 44Q: 3 clusters Score -2064104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2064101.625000 Penalty: 4790.258301
	Iteration 45Q: 3 clusters Score -2064102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2064100.000000 Penalty: 4790.258301
	Iteration 46Q: 3 clusters Score -2064100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2064104.000000 Penalty: 4790.258301
	Iteration 47Q: 3 clusters Score -2064104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2064105.375000 Penalty: 4790.258301
	Iteration 48Q: 3 clusters Score -2064105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2064103.125000 Penalty: 4790.258301
	Iteration 49Q: 3 clusters Score -2064103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2064104.375000 Penalty: 4790.258301
	Iteration 50Q: 3 clusters Score -2064104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2064104.250000 Penalty: 4790.258301
	Iteration 51Q: 3 clusters Score -2064104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2064104.375000 Penalty: 4790.258301
	Iteration 52Q: 3 clusters Score -2064104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2064106.250000 Penalty: 4790.258301
	Iteration 53Q: 3 clusters Score -2064106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2064107.000000 Penalty: 4790.258301
	Iteration 54Q: 3 clusters Score -2064107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2064106.500000 Penalty: 4790.258301
	Iteration 55Q: 3 clusters Score -2064106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2064103.375000 Penalty: 4790.258301
	Iteration 56Q: 3 clusters Score -2064103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2064105.250000 Penalty: 4790.258301
	Iteration 57Q: 3 clusters Score -2064105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2064104.500000 Penalty: 4790.258301
	Iteration 58Q: 3 clusters Score -2064104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2064105.500000 Penalty: 4790.258301
	Iteration 59Q: 3 clusters Score -2064106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2064105.500000 Penalty: 4790.258301
	Iteration 60F: 3 clusters Score -2064106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (145397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145397 members 
Entering Unmasked Estep 
Score: -20264706.000000 Penalty: 2948.031250
	Iteration 0F: 2 clusters Score -2.026471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72857 members 
Mstep: Class 2 contains 72540 members 
Entering Unmasked Estep 
Score: -20169208.000000 Penalty: 5896.062500
	Iteration 0F: 3 clusters Score -2.016921e+07 nChanged 69545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77176 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -20209186.000000 Penalty: 5896.062500
	Iteration 1F: 3 clusters Score -2.020919e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80112 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -20210516.000000 Penalty: 5896.062500
	Iteration 2Q: 3 clusters Score -2.021052e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -20212308.000000 Penalty: 5896.062500
	Iteration 3Q: 3 clusters Score -2.021231e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90576 members 
Mstep: Class 2 contains 54821 members 
Entering Unmasked Estep 
Score: -20215528.000000 Penalty: 5896.062500
	Iteration 4Q: 3 clusters Score -2.021553e+07 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99163 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -20221090.000000 Penalty: 5896.062500
	Iteration 5F: 3 clusters Score -2.022109e+07 nChanged 11318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110083 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -20230088.000000 Penalty: 5896.062500
	Iteration 6F: 3 clusters Score -2.023009e+07 nChanged 12388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122181 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -20241440.000000 Penalty: 5896.062500
	Iteration 7F: 3 clusters Score -2.024144e+07 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132527 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -20251358.000000 Penalty: 5896.062500
	Iteration 8F: 3 clusters Score -2.025136e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139023 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -20257490.000000 Penalty: 5896.062500
	Iteration 9Q: 3 clusters Score -2.025749e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141963 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -20260382.000000 Penalty: 5896.062500
	Iteration 10Q: 3 clusters Score -2.026038e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143002 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -20261626.000000 Penalty: 5896.062500
	Iteration 11Q: 3 clusters Score -2.026163e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143197 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -20262446.000000 Penalty: 5896.062500
	Iteration 12Q: 3 clusters Score -2.026245e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143155 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -20263002.000000 Penalty: 5896.062500
	Iteration 13Q: 3 clusters Score -2.0263e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143027 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -20263296.000000 Penalty: 5896.062500
	Iteration 14Q: 3 clusters Score -2.02633e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142914 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -20263368.000000 Penalty: 5896.062500
	Iteration 15Q: 3 clusters Score -2.026337e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142840 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -20263482.000000 Penalty: 5896.062500
	Iteration 16Q: 3 clusters Score -2.026348e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142748 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -20263622.000000 Penalty: 5896.062500
	Iteration 17Q: 3 clusters Score -2.026362e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142643 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -20263704.000000 Penalty: 5896.062500
	Iteration 18Q: 3 clusters Score -2.02637e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142530 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -20263766.000000 Penalty: 5896.062500
	Iteration 19Q: 3 clusters Score -2.026377e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142434 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -20263778.000000 Penalty: 5896.062500
	Iteration 20F: 3 clusters Score -2.026378e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142329 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -20263814.000000 Penalty: 5896.062500
	Iteration 21Q: 3 clusters Score -2.026381e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142252 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -20263810.000000 Penalty: 5896.062500
	Iteration 22Q: 3 clusters Score -2.026381e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142180 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -20263800.000000 Penalty: 5896.062500
	Iteration 23Q: 3 clusters Score -2.02638e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142114 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -20263838.000000 Penalty: 5896.062500
	Iteration 24Q: 3 clusters Score -2.026384e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142061 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -20263880.000000 Penalty: 5896.062500
	Iteration 25Q: 3 clusters Score -2.026388e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142009 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -20263852.000000 Penalty: 5896.062500
	Iteration 26Q: 3 clusters Score -2.026385e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141957 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -20263850.000000 Penalty: 5896.062500
	Iteration 27Q: 3 clusters Score -2.026385e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141914 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -20263822.000000 Penalty: 5896.062500
	Iteration 28Q: 3 clusters Score -2.026382e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141872 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -20263832.000000 Penalty: 5896.062500
	Iteration 29Q: 3 clusters Score -2.026383e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141840 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -20263824.000000 Penalty: 5896.062500
	Iteration 30Q: 3 clusters Score -2.026382e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141816 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -20263834.000000 Penalty: 5896.062500
	Iteration 31Q: 3 clusters Score -2.026383e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141788 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -20263834.000000 Penalty: 5896.062500
	Iteration 32Q: 3 clusters Score -2.026383e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141762 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -20263820.000000 Penalty: 5896.062500
	Iteration 33Q: 3 clusters Score -2.026382e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141740 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -20263828.000000 Penalty: 5896.062500
	Iteration 34Q: 3 clusters Score -2.026383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141729 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -20263844.000000 Penalty: 5896.062500
	Iteration 35Q: 3 clusters Score -2.026384e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141717 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -20263826.000000 Penalty: 5896.062500
	Iteration 36Q: 3 clusters Score -2.026383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141707 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -20263834.000000 Penalty: 5896.062500
	Iteration 37Q: 3 clusters Score -2.026383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141704 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -20263840.000000 Penalty: 5896.062500
	Iteration 38Q: 3 clusters Score -2.026384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141702 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -20263838.000000 Penalty: 5896.062500
	Iteration 39Q: 3 clusters Score -2.026384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141701 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -20263832.000000 Penalty: 5896.062500
	Iteration 40F: 3 clusters Score -2.026383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141700 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -20263832.000000 Penalty: 5896.062500
	Iteration 41Q: 3 clusters Score -2.026383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141700 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -20263832.000000 Penalty: 5896.062500
	Iteration 42F: 3 clusters Score -2.026383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -50768.683594 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -50768.68 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 179 members 
Entering Unmasked Estep 
Score: -49351.101562 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -49351.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -49543.070312 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -49543.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -49598.921875 Penalty: 2982.802734
	Iteration 2F: 3 clusters Score -49598.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -49625.457031 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -49625.46 nChanged 5
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: -49647.539062 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -49647.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -49661.558594 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -49661.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -49666.757812 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -49666.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -49682.472656 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -49682.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -49688.601562 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -49688.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -49702.378906 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -49702.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -49720.277344 Penalty: 2982.802734
	Iteration 10Q: 3 clusters Score -49720.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -49722.386719 Penalty: 2982.802734
	Iteration 11Q: 3 clusters Score -49722.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -49722.386719 Penalty: 2982.802734
	Iteration 12F: 3 clusters Score -49722.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 7920 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 94981 members 
Mstep: Class 6 contains 3453 members 
Mstep: Class 7 contains 23705 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289633 members 
Mstep: Class 10 contains 72115 members 
Mstep: Class 11 contains 41751 members 
Mstep: Class 12 contains 27442 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4419 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 42243 members 
Mstep: Class 18 contains 17917 members 
Mstep: Class 19 contains 15643 members 
Mstep: Class 20 contains 145397 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797728.000000 Penalty: 75362.250000
Iteration 159Q: 23 clusters Score -1.357977e+08 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3318 members 
Mstep: Class 3 contains 7911 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 93283 members 
Mstep: Class 6 contains 3552 members 
Mstep: Class 7 contains 23748 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289956 members 
Mstep: Class 10 contains 72327 members 
Mstep: Class 11 contains 41755 members 
Mstep: Class 12 contains 27459 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4419 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 42614 members 
Mstep: Class 18 contains 17963 members 
Mstep: Class 19 contains 15704 members 
Mstep: Class 20 contains 147249 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 198931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798928.000000 Penalty: 75362.250000
Iteration 160F: 23 clusters Score -1.357989e+08 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3321 members 
Mstep: Class 3 contains 7839 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 91407 members 
Mstep: Class 6 contains 3638 members 
Mstep: Class 7 contains 23701 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289561 members 
Mstep: Class 10 contains 72424 members 
Mstep: Class 11 contains 41765 members 
Mstep: Class 12 contains 27461 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4419 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 42616 members 
Mstep: Class 18 contains 18008 members 
Mstep: Class 19 contains 15715 members 
Mstep: Class 20 contains 149077 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799728.000000 Penalty: 75362.250000
Iteration 161Q: 23 clusters Score -1.357997e+08 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3328 members 
Mstep: Class 3 contains 7776 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 89597 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 23678 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289252 members 
Mstep: Class 10 contains 72504 members 
Mstep: Class 11 contains 41761 members 
Mstep: Class 12 contains 27474 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4419 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 42554 members 
Mstep: Class 18 contains 18030 members 
Mstep: Class 19 contains 15717 members 
Mstep: Class 20 contains 150848 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800352.000000 Penalty: 75362.250000
Iteration 162Q: 23 clusters Score -1.358004e+08 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3334 members 
Mstep: Class 3 contains 7718 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 87959 members 
Mstep: Class 6 contains 3862 members 
Mstep: Class 7 contains 23676 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289076 members 
Mstep: Class 10 contains 72506 members 
Mstep: Class 11 contains 41753 members 
Mstep: Class 12 contains 27474 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4419 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42499 members 
Mstep: Class 18 contains 18035 members 
Mstep: Class 19 contains 15743 members 
Mstep: Class 20 contains 152368 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800880.000000 Penalty: 75362.250000
Iteration 163Q: 23 clusters Score -1.358009e+08 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3343 members 
Mstep: Class 3 contains 7646 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 86477 members 
Mstep: Class 6 contains 3987 members 
Mstep: Class 7 contains 23681 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 288900 members 
Mstep: Class 10 contains 72483 members 
Mstep: Class 11 contains 41729 members 
Mstep: Class 12 contains 27479 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4418 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42448 members 
Mstep: Class 18 contains 18059 members 
Mstep: Class 19 contains 15753 members 
Mstep: Class 20 contains 153780 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800736.000000 Penalty: 75362.250000
Iteration 164Q: 23 clusters Score -1.358007e+08 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3348 members 
Mstep: Class 3 contains 7596 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 85194 members 
Mstep: Class 6 contains 4102 members 
Mstep: Class 7 contains 23671 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 288780 members 
Mstep: Class 10 contains 72474 members 
Mstep: Class 11 contains 41699 members 
Mstep: Class 12 contains 27469 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4418 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42433 members 
Mstep: Class 18 contains 18071 members 
Mstep: Class 19 contains 15769 members 
Mstep: Class 20 contains 154976 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801072.000000 Penalty: 75362.250000
Iteration 165Q: 23 clusters Score -1.358011e+08 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3354 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 84070 members 
Mstep: Class 6 contains 4207 members 
Mstep: Class 7 contains 23675 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 288757 members 
Mstep: Class 10 contains 72416 members 
Mstep: Class 11 contains 41672 members 
Mstep: Class 12 contains 27474 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4418 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42424 members 
Mstep: Class 18 contains 18097 members 
Mstep: Class 19 contains 15779 members 
Mstep: Class 20 contains 155963 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801056.000000 Penalty: 75362.250000
Iteration 166Q: 23 clusters Score -1.358011e+08 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3361 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 83123 members 
Mstep: Class 6 contains 4307 members 
Mstep: Class 7 contains 23669 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 288749 members 
Mstep: Class 10 contains 72332 members 
Mstep: Class 11 contains 41646 members 
Mstep: Class 12 contains 27465 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4416 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42408 members 
Mstep: Class 18 contains 18114 members 
Mstep: Class 19 contains 15780 members 
Mstep: Class 20 contains 156870 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800576.000000 Penalty: 75362.250000
Iteration 167Q: 23 clusters Score -1.358006e+08 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3364 members 
Mstep: Class 3 contains 7478 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 82336 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 23682 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 288780 members 
Mstep: Class 10 contains 72232 members 
Mstep: Class 11 contains 41627 members 
Mstep: Class 12 contains 27473 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4414 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42385 members 
Mstep: Class 18 contains 18135 members 
Mstep: Class 19 contains 15791 members 
Mstep: Class 20 contains 157564 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800880.000000 Penalty: 75362.250000
Iteration 168Q: 23 clusters Score -1.358009e+08 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3373 members 
Mstep: Class 3 contains 7428 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 81708 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 23687 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 288798 members 
Mstep: Class 10 contains 72130 members 
Mstep: Class 11 contains 41617 members 
Mstep: Class 12 contains 27475 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4411 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42362 members 
Mstep: Class 18 contains 18173 members 
Mstep: Class 19 contains 15806 members 
Mstep: Class 20 contains 158088 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800720.000000 Penalty: 75362.250000
Iteration 169Q: 23 clusters Score -1.358007e+08 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3382 members 
Mstep: Class 3 contains 7373 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 81180 members 
Mstep: Class 6 contains 4587 members 
Mstep: Class 7 contains 23692 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 288906 members 
Mstep: Class 10 contains 72035 members 
Mstep: Class 11 contains 41608 members 
Mstep: Class 12 contains 27492 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4410 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42339 members 
Mstep: Class 18 contains 18202 members 
Mstep: Class 19 contains 15821 members 
Mstep: Class 20 contains 158442 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800512.000000 Penalty: 75362.250000
Iteration 170Q: 23 clusters Score -1.358005e+08 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3398 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 80756 members 
Mstep: Class 6 contains 4684 members 
Mstep: Class 7 contains 23677 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289053 members 
Mstep: Class 10 contains 71920 members 
Mstep: Class 11 contains 41590 members 
Mstep: Class 12 contains 27509 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4409 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42310 members 
Mstep: Class 18 contains 18233 members 
Mstep: Class 19 contains 15831 members 
Mstep: Class 20 contains 158657 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800752.000000 Penalty: 75362.250000
Iteration 171Q: 23 clusters Score -1.358008e+08 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 7327 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 80420 members 
Mstep: Class 6 contains 4803 members 
Mstep: Class 7 contains 23680 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289156 members 
Mstep: Class 10 contains 71803 members 
Mstep: Class 11 contains 41576 members 
Mstep: Class 12 contains 27530 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42283 members 
Mstep: Class 18 contains 18256 members 
Mstep: Class 19 contains 15861 members 
Mstep: Class 20 contains 158778 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800656.000000 Penalty: 75362.250000
Iteration 172Q: 23 clusters Score -1.358007e+08 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3422 members 
Mstep: Class 3 contains 7310 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 80123 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 23682 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289292 members 
Mstep: Class 10 contains 71717 members 
Mstep: Class 11 contains 41566 members 
Mstep: Class 12 contains 27537 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42272 members 
Mstep: Class 18 contains 18278 members 
Mstep: Class 19 contains 15866 members 
Mstep: Class 20 contains 158882 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800608.000000 Penalty: 75362.250000
Iteration 173Q: 23 clusters Score -1.358006e+08 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3429 members 
Mstep: Class 3 contains 7308 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 79941 members 
Mstep: Class 6 contains 5001 members 
Mstep: Class 7 contains 23688 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289445 members 
Mstep: Class 10 contains 71609 members 
Mstep: Class 11 contains 41561 members 
Mstep: Class 12 contains 27551 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42256 members 
Mstep: Class 18 contains 18297 members 
Mstep: Class 19 contains 15864 members 
Mstep: Class 20 contains 158910 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800864.000000 Penalty: 75362.250000
Iteration 174Q: 23 clusters Score -1.358009e+08 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 79865 members 
Mstep: Class 6 contains 5095 members 
Mstep: Class 7 contains 23695 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289591 members 
Mstep: Class 10 contains 71534 members 
Mstep: Class 11 contains 41556 members 
Mstep: Class 12 contains 27560 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4403 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42242 members 
Mstep: Class 18 contains 18311 members 
Mstep: Class 19 contains 15865 members 
Mstep: Class 20 contains 158836 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800832.000000 Penalty: 75362.250000
Iteration 175Q: 23 clusters Score -1.358008e+08 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 7311 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 79896 members 
Mstep: Class 6 contains 5181 members 
Mstep: Class 7 contains 23703 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289738 members 
Mstep: Class 10 contains 71443 members 
Mstep: Class 11 contains 41558 members 
Mstep: Class 12 contains 27562 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4403 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42242 members 
Mstep: Class 18 contains 18331 members 
Mstep: Class 19 contains 15876 members 
Mstep: Class 20 contains 158694 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801152.000000 Penalty: 75362.250000
Iteration 176Q: 23 clusters Score -1.358012e+08 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3479 members 
Mstep: Class 3 contains 7300 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 80003 members 
Mstep: Class 6 contains 5266 members 
Mstep: Class 7 contains 23724 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 289902 members 
Mstep: Class 10 contains 71354 members 
Mstep: Class 11 contains 41560 members 
Mstep: Class 12 contains 27566 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4399 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42226 members 
Mstep: Class 18 contains 18350 members 
Mstep: Class 19 contains 15882 members 
Mstep: Class 20 contains 158439 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801136.000000 Penalty: 75362.250000
Iteration 177Q: 23 clusters Score -1.358011e+08 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3501 members 
Mstep: Class 3 contains 7294 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 80168 members 
Mstep: Class 6 contains 5343 members 
Mstep: Class 7 contains 23734 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290041 members 
Mstep: Class 10 contains 71283 members 
Mstep: Class 11 contains 41552 members 
Mstep: Class 12 contains 27574 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4397 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42210 members 
Mstep: Class 18 contains 18374 members 
Mstep: Class 19 contains 15886 members 
Mstep: Class 20 contains 158125 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800736.000000 Penalty: 75362.250000
Iteration 178Q: 23 clusters Score -1.358007e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3531 members 
Mstep: Class 3 contains 7290 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 80351 members 
Mstep: Class 6 contains 5401 members 
Mstep: Class 7 contains 23724 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290196 members 
Mstep: Class 10 contains 71202 members 
Mstep: Class 11 contains 41546 members 
Mstep: Class 12 contains 27583 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 15 contains 4395 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42194 members 
Mstep: Class 18 contains 18388 members 
Mstep: Class 19 contains 15895 members 
Mstep: Class 20 contains 157804 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800672.000000 Penalty: 75362.250000
Iteration 179Q: 23 clusters Score -1.358007e+08 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3555 members 
Mstep: Class 3 contains 7288 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 80617 members 
Mstep: Class 6 contains 5446 members 
Mstep: Class 7 contains 23719 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290338 members 
Mstep: Class 10 contains 71109 members 
Mstep: Class 11 contains 41545 members 
Mstep: Class 12 contains 27593 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4395 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42190 members 
Mstep: Class 18 contains 18407 members 
Mstep: Class 19 contains 15886 members 
Mstep: Class 20 contains 157471 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800496.000000 Penalty: 75362.250000
Iteration 180F: 23 clusters Score -1.358005e+08 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3573 members 
Mstep: Class 3 contains 7280 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 80925 members 
Mstep: Class 6 contains 5485 members 
Mstep: Class 7 contains 23714 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290462 members 
Mstep: Class 10 contains 71014 members 
Mstep: Class 11 contains 41543 members 
Mstep: Class 12 contains 27602 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4396 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42184 members 
Mstep: Class 18 contains 18423 members 
Mstep: Class 19 contains 15876 members 
Mstep: Class 20 contains 157116 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200603 members 
Entering Unmasked Estep 
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Iteration 181Q: 23 clusters Score -1.358001e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3582 members 
Mstep: Class 3 contains 7281 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 81226 members 
Mstep: Class 6 contains 5521 members 
Mstep: Class 7 contains 23712 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290616 members 
Mstep: Class 10 contains 70897 members 
Mstep: Class 11 contains 41543 members 
Mstep: Class 12 contains 27609 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4396 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42184 members 
Mstep: Class 18 contains 18450 members 
Mstep: Class 19 contains 15864 members 
Mstep: Class 20 contains 156735 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799856.000000 Penalty: 75362.250000
Iteration 182Q: 23 clusters Score -1.357999e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3584 members 
Mstep: Class 3 contains 7287 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 81569 members 
Mstep: Class 6 contains 5556 members 
Mstep: Class 7 contains 23707 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290746 members 
Mstep: Class 10 contains 70797 members 
Mstep: Class 11 contains 41547 members 
Mstep: Class 12 contains 27613 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4396 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42180 members 
Mstep: Class 18 contains 18476 members 
Mstep: Class 19 contains 15867 members 
Mstep: Class 20 contains 156311 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200559 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 23 clusters Score -1.357999e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3588 members 
Mstep: Class 3 contains 7283 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 81930 members 
Mstep: Class 6 contains 5590 members 
Mstep: Class 7 contains 23704 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290837 members 
Mstep: Class 10 contains 70721 members 
Mstep: Class 11 contains 41551 members 
Mstep: Class 12 contains 27622 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4396 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42192 members 
Mstep: Class 18 contains 18497 members 
Mstep: Class 19 contains 15875 members 
Mstep: Class 20 contains 155870 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200539 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 184Q: 23 clusters Score -1.357996e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3592 members 
Mstep: Class 3 contains 7277 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 82326 members 
Mstep: Class 6 contains 5630 members 
Mstep: Class 7 contains 23696 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290886 members 
Mstep: Class 10 contains 70637 members 
Mstep: Class 11 contains 41550 members 
Mstep: Class 12 contains 27640 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4396 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42185 members 
Mstep: Class 18 contains 18519 members 
Mstep: Class 19 contains 15886 members 
Mstep: Class 20 contains 155449 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799872.000000 Penalty: 75362.250000
Iteration 185Q: 23 clusters Score -1.357999e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3602 members 
Mstep: Class 3 contains 7275 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 82790 members 
Mstep: Class 6 contains 5683 members 
Mstep: Class 7 contains 23681 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290919 members 
Mstep: Class 10 contains 70578 members 
Mstep: Class 11 contains 41552 members 
Mstep: Class 12 contains 27643 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4395 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42169 members 
Mstep: Class 18 contains 18537 members 
Mstep: Class 19 contains 15881 members 
Mstep: Class 20 contains 154975 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200515 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 186Q: 23 clusters Score -1.357999e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3607 members 
Mstep: Class 3 contains 7277 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 83279 members 
Mstep: Class 6 contains 5726 members 
Mstep: Class 7 contains 23658 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290963 members 
Mstep: Class 10 contains 70519 members 
Mstep: Class 11 contains 41554 members 
Mstep: Class 12 contains 27647 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4394 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42167 members 
Mstep: Class 18 contains 18550 members 
Mstep: Class 19 contains 15883 members 
Mstep: Class 20 contains 154487 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800208.000000 Penalty: 75362.250000
Iteration 187Q: 23 clusters Score -1.358002e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3614 members 
Mstep: Class 3 contains 7280 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 83730 members 
Mstep: Class 6 contains 5767 members 
Mstep: Class 7 contains 23642 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290996 members 
Mstep: Class 10 contains 70469 members 
Mstep: Class 11 contains 41555 members 
Mstep: Class 12 contains 27647 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42165 members 
Mstep: Class 18 contains 18565 members 
Mstep: Class 19 contains 15891 members 
Mstep: Class 20 contains 154025 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799952.000000 Penalty: 75362.250000
Iteration 188Q: 23 clusters Score -1.358e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3619 members 
Mstep: Class 3 contains 7287 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 84246 members 
Mstep: Class 6 contains 5803 members 
Mstep: Class 7 contains 23627 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291037 members 
Mstep: Class 10 contains 70406 members 
Mstep: Class 11 contains 41560 members 
Mstep: Class 12 contains 27650 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42167 members 
Mstep: Class 18 contains 18575 members 
Mstep: Class 19 contains 15897 members 
Mstep: Class 20 contains 153489 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799712.000000 Penalty: 75362.250000
Iteration 189Q: 23 clusters Score -1.357997e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3629 members 
Mstep: Class 3 contains 7290 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 84750 members 
Mstep: Class 6 contains 5831 members 
Mstep: Class 7 contains 23604 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291097 members 
Mstep: Class 10 contains 70361 members 
Mstep: Class 11 contains 41560 members 
Mstep: Class 12 contains 27651 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42167 members 
Mstep: Class 18 contains 18594 members 
Mstep: Class 19 contains 15898 members 
Mstep: Class 20 contains 152942 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799856.000000 Penalty: 75362.250000
Iteration 190Q: 23 clusters Score -1.357999e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 85243 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 23581 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291187 members 
Mstep: Class 10 contains 70303 members 
Mstep: Class 11 contains 41562 members 
Mstep: Class 12 contains 27646 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42162 members 
Mstep: Class 18 contains 18608 members 
Mstep: Class 19 contains 15890 members 
Mstep: Class 20 contains 152418 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800000.000000 Penalty: 75362.250000
Iteration 191Q: 23 clusters Score -1.358e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3640 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 85808 members 
Mstep: Class 6 contains 5902 members 
Mstep: Class 7 contains 23558 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291245 members 
Mstep: Class 10 contains 70239 members 
Mstep: Class 11 contains 41566 members 
Mstep: Class 12 contains 27648 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42175 members 
Mstep: Class 18 contains 18626 members 
Mstep: Class 19 contains 15894 members 
Mstep: Class 20 contains 151827 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800000.000000 Penalty: 75362.250000
Iteration 192Q: 23 clusters Score -1.358e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3640 members 
Mstep: Class 3 contains 7298 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 86420 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 23544 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291292 members 
Mstep: Class 10 contains 70170 members 
Mstep: Class 11 contains 41571 members 
Mstep: Class 12 contains 27651 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42163 members 
Mstep: Class 18 contains 18637 members 
Mstep: Class 19 contains 15888 members 
Mstep: Class 20 contains 151227 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799936.000000 Penalty: 75362.250000
Iteration 193Q: 23 clusters Score -1.357999e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3647 members 
Mstep: Class 3 contains 7294 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 87053 members 
Mstep: Class 6 contains 5966 members 
Mstep: Class 7 contains 23525 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291327 members 
Mstep: Class 10 contains 70098 members 
Mstep: Class 11 contains 41574 members 
Mstep: Class 12 contains 27656 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42163 members 
Mstep: Class 18 contains 18644 members 
Mstep: Class 19 contains 15880 members 
Mstep: Class 20 contains 150633 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799712.000000 Penalty: 75362.250000
Iteration 194Q: 23 clusters Score -1.357997e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3649 members 
Mstep: Class 3 contains 7294 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 87665 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 23500 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291326 members 
Mstep: Class 10 contains 70051 members 
Mstep: Class 11 contains 41578 members 
Mstep: Class 12 contains 27659 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42159 members 
Mstep: Class 18 contains 18649 members 
Mstep: Class 19 contains 15873 members 
Mstep: Class 20 contains 150072 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800144.000000 Penalty: 75362.250000
Iteration 195Q: 23 clusters Score -1.358001e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3654 members 
Mstep: Class 3 contains 7289 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 88247 members 
Mstep: Class 6 contains 6007 members 
Mstep: Class 7 contains 23476 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291317 members 
Mstep: Class 10 contains 69993 members 
Mstep: Class 11 contains 41578 members 
Mstep: Class 12 contains 27653 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42159 members 
Mstep: Class 18 contains 18654 members 
Mstep: Class 19 contains 15873 members 
Mstep: Class 20 contains 149568 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800160.000000 Penalty: 75362.250000
Iteration 196Q: 23 clusters Score -1.358002e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 7284 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 88800 members 
Mstep: Class 6 contains 6022 members 
Mstep: Class 7 contains 23458 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291321 members 
Mstep: Class 10 contains 69941 members 
Mstep: Class 11 contains 41582 members 
Mstep: Class 12 contains 27654 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42162 members 
Mstep: Class 18 contains 18657 members 
Mstep: Class 19 contains 15876 members 
Mstep: Class 20 contains 149062 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200331 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 197Q: 23 clusters Score -1.358004e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3664 members 
Mstep: Class 3 contains 7280 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 89361 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 23433 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291338 members 
Mstep: Class 10 contains 69888 members 
Mstep: Class 11 contains 41589 members 
Mstep: Class 12 contains 27658 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42156 members 
Mstep: Class 18 contains 18654 members 
Mstep: Class 19 contains 15891 members 
Mstep: Class 20 contains 148530 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200332 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 198Q: 23 clusters Score -1.358006e+08 nChanged 1118
Entering ConstructFrom: 
Score: -135800624.000000 Penalty: 75362.250000
Entering ConstructFrom: 
Trying to split cluster 1 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -396467.000000 Penalty: 1992.266724
	Iteration 0F: 2 clusters Score -396467 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 1587 members 
Entering Unmasked Estep 
Score: -393271.062500 Penalty: 3984.533447
	Iteration 0F: 3 clusters Score -393271.1 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -394191.875000 Penalty: 3984.533447
	Iteration 1F: 3 clusters Score -394191.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -394580.875000 Penalty: 3984.533447
	Iteration 2F: 3 clusters Score -394580.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -395035.000000 Penalty: 3984.533447
	Iteration 3F: 3 clusters Score -395035 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -395623.531250 Penalty: 3984.533447
	Iteration 4F: 3 clusters Score -395623.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -396188.093750 Penalty: 3984.533447
	Iteration 5F: 3 clusters Score -396188.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -396491.843750 Penalty: 3984.533447
	Iteration 6F: 3 clusters Score -396491.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -396611.875000 Penalty: 3984.533447
	Iteration 7Q: 3 clusters Score -396611.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -396651.125000 Penalty: 3984.533447
	Iteration 8Q: 3 clusters Score -396651.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -396667.718750 Penalty: 3984.533447
	Iteration 9Q: 3 clusters Score -396667.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -396673.250000 Penalty: 3984.533447
	Iteration 10Q: 3 clusters Score -396673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -396675.718750 Penalty: 3984.533447
	Iteration 11Q: 3 clusters Score -396675.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -396678.468750 Penalty: 3984.533447
	Iteration 12Q: 3 clusters Score -396678.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -396678.875000 Penalty: 3984.533447
	Iteration 13Q: 3 clusters Score -396678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -396680.250000 Penalty: 3984.533447
	Iteration 14Q: 3 clusters Score -396680.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -396680.656250 Penalty: 3984.533447
	Iteration 15Q: 3 clusters Score -396680.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -396680.656250 Penalty: 3984.533447
	Iteration 16F: 3 clusters Score -396680.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3670 members 
Mstep: Class 3 contains 7280 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 89908 members 
Mstep: Class 6 contains 6053 members 
Mstep: Class 7 contains 23411 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291368 members 
Mstep: Class 10 contains 69815 members 
Mstep: Class 11 contains 41597 members 
Mstep: Class 12 contains 27658 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42145 members 
Mstep: Class 18 contains 18649 members 
Mstep: Class 19 contains 15892 members 
Mstep: Class 20 contains 148045 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200321 members 
Mstep: Class 23 contains 2606 members 
Entering Unmasked Estep 
Score: -135799360.000000 Penalty: 78787.804688
Splitting cluster 1 changes total score from -135800624.000000 to -135799360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Entering Unmasked Estep 
Score: -479185.312500 Penalty: 2035.570801
	Iteration 0F: 2 clusters Score -479185.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -475470.375000 Penalty: 4071.141602
	Iteration 0F: 3 clusters Score -475470.4 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -476283.125000 Penalty: 4071.141602
	Iteration 1F: 3 clusters Score -476283.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -476452.000000 Penalty: 4071.141602
	Iteration 2F: 3 clusters Score -476452 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -476562.718750 Penalty: 4071.141602
	Iteration 3Q: 3 clusters Score -476562.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -476650.156250 Penalty: 4071.141602
	Iteration 4Q: 3 clusters Score -476650.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -476701.093750 Penalty: 4071.141602
	Iteration 5Q: 3 clusters Score -476701.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -476735.562500 Penalty: 4071.141602
	Iteration 6Q: 3 clusters Score -476735.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -476766.250000 Penalty: 4071.141602
	Iteration 7Q: 3 clusters Score -476766.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -476796.218750 Penalty: 4071.141602
	Iteration 8Q: 3 clusters Score -476796.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -476817.062500 Penalty: 4071.141602
	Iteration 9Q: 3 clusters Score -476817.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -476829.500000 Penalty: 4071.141602
	Iteration 10Q: 3 clusters Score -476829.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -476841.468750 Penalty: 4071.141602
	Iteration 11Q: 3 clusters Score -476841.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -476849.250000 Penalty: 4071.141602
	Iteration 12Q: 3 clusters Score -476849.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -476856.375000 Penalty: 4071.141602
	Iteration 13Q: 3 clusters Score -476856.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -476861.781250 Penalty: 4071.141602
	Iteration 14Q: 3 clusters Score -476861.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -476868.968750 Penalty: 4071.141602
	Iteration 15Q: 3 clusters Score -476869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -476874.750000 Penalty: 4071.141602
	Iteration 16Q: 3 clusters Score -476874.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -476880.875000 Penalty: 4071.141602
	Iteration 17Q: 3 clusters Score -476880.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -476887.156250 Penalty: 4071.141602
	Iteration 18Q: 3 clusters Score -476887.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -476893.968750 Penalty: 4071.141602
	Iteration 19Q: 3 clusters Score -476894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -476900.062500 Penalty: 4071.141602
	Iteration 20F: 3 clusters Score -476900.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -476903.468750 Penalty: 4071.141602
	Iteration 21Q: 3 clusters Score -476903.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -476906.250000 Penalty: 4071.141602
	Iteration 22Q: 3 clusters Score -476906.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -476910.718750 Penalty: 4071.141602
	Iteration 23Q: 3 clusters Score -476910.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -476914.281250 Penalty: 4071.141602
	Iteration 24Q: 3 clusters Score -476914.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -476920.500000 Penalty: 4071.141602
	Iteration 25Q: 3 clusters Score -476920.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -476924.968750 Penalty: 4071.141602
	Iteration 26Q: 3 clusters Score -476925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -476928.593750 Penalty: 4071.141602
	Iteration 27Q: 3 clusters Score -476928.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -476933.375000 Penalty: 4071.141602
	Iteration 28Q: 3 clusters Score -476933.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -476937.093750 Penalty: 4071.141602
	Iteration 29Q: 3 clusters Score -476937.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -476942.625000 Penalty: 4071.141602
	Iteration 30Q: 3 clusters Score -476942.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -476945.875000 Penalty: 4071.141602
	Iteration 31Q: 3 clusters Score -476945.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -476949.281250 Penalty: 4071.141602
	Iteration 32Q: 3 clusters Score -476949.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -476955.500000 Penalty: 4071.141602
	Iteration 33Q: 3 clusters Score -476955.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -476961.125000 Penalty: 4071.141602
	Iteration 34Q: 3 clusters Score -476961.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -476965.562500 Penalty: 4071.141602
	Iteration 35Q: 3 clusters Score -476965.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -476970.531250 Penalty: 4071.141602
	Iteration 36Q: 3 clusters Score -476970.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -476973.437500 Penalty: 4071.141602
	Iteration 37Q: 3 clusters Score -476973.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -476974.781250 Penalty: 4071.141602
	Iteration 38Q: 3 clusters Score -476974.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -476978.531250 Penalty: 4071.141602
	Iteration 39Q: 3 clusters Score -476978.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -476983.500000 Penalty: 4071.141602
	Iteration 40F: 3 clusters Score -476983.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -476989.656250 Penalty: 4071.141602
	Iteration 41Q: 3 clusters Score -476989.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -476995.593750 Penalty: 4071.141602
	Iteration 42Q: 3 clusters Score -476995.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -476999.250000 Penalty: 4071.141602
	Iteration 43Q: 3 clusters Score -476999.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -477005.156250 Penalty: 4071.141602
	Iteration 44Q: 3 clusters Score -477005.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -477012.468750 Penalty: 4071.141602
	Iteration 45Q: 3 clusters Score -477012.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -477018.875000 Penalty: 4071.141602
	Iteration 46Q: 3 clusters Score -477018.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -477026.406250 Penalty: 4071.141602
	Iteration 47Q: 3 clusters Score -477026.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -477031.656250 Penalty: 4071.141602
	Iteration 48Q: 3 clusters Score -477031.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -477040.375000 Penalty: 4071.141602
	Iteration 49Q: 3 clusters Score -477040.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -477048.875000 Penalty: 4071.141602
	Iteration 50Q: 3 clusters Score -477048.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -477061.250000 Penalty: 4071.141602
	Iteration 51Q: 3 clusters Score -477061.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -477079.843750 Penalty: 4071.141602
	Iteration 52Q: 3 clusters Score -477079.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -477095.562500 Penalty: 4071.141602
	Iteration 53Q: 3 clusters Score -477095.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -477108.906250 Penalty: 4071.141602
	Iteration 54Q: 3 clusters Score -477108.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -477126.468750 Penalty: 4071.141602
	Iteration 55Q: 3 clusters Score -477126.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -477149.687500 Penalty: 4071.141602
	Iteration 56Q: 3 clusters Score -477149.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -477179.218750 Penalty: 4071.141602
	Iteration 57Q: 3 clusters Score -477179.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -477201.281250 Penalty: 4071.141602
	Iteration 58Q: 3 clusters Score -477201.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -477230.500000 Penalty: 4071.141602
	Iteration 59Q: 3 clusters Score -477230.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -477258.718750 Penalty: 4071.141602
	Iteration 60F: 3 clusters Score -477258.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -477286.281250 Penalty: 4071.141602
	Iteration 61Q: 3 clusters Score -477286.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -477308.843750 Penalty: 4071.141602
	Iteration 62Q: 3 clusters Score -477308.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -477333.031250 Penalty: 4071.141602
	Iteration 63Q: 3 clusters Score -477333 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -477359.125000 Penalty: 4071.141602
	Iteration 64Q: 3 clusters Score -477359.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -477381.218750 Penalty: 4071.141602
	Iteration 65Q: 3 clusters Score -477381.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -477398.000000 Penalty: 4071.141602
	Iteration 66Q: 3 clusters Score -477398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -477418.968750 Penalty: 4071.141602
	Iteration 67Q: 3 clusters Score -477419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -477436.437500 Penalty: 4071.141602
	Iteration 68Q: 3 clusters Score -477436.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -477448.312500 Penalty: 4071.141602
	Iteration 69Q: 3 clusters Score -477448.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -477455.406250 Penalty: 4071.141602
	Iteration 70Q: 3 clusters Score -477455.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -477465.218750 Penalty: 4071.141602
	Iteration 71Q: 3 clusters Score -477465.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -477470.656250 Penalty: 4071.141602
	Iteration 72Q: 3 clusters Score -477470.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -477475.906250 Penalty: 4071.141602
	Iteration 73Q: 3 clusters Score -477475.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -477479.906250 Penalty: 4071.141602
	Iteration 74Q: 3 clusters Score -477479.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -477482.843750 Penalty: 4071.141602
	Iteration 75Q: 3 clusters Score -477482.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -477483.718750 Penalty: 4071.141602
	Iteration 76Q: 3 clusters Score -477483.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -477487.843750 Penalty: 4071.141602
	Iteration 77Q: 3 clusters Score -477487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -477490.656250 Penalty: 4071.141602
	Iteration 78Q: 3 clusters Score -477490.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -477492.031250 Penalty: 4071.141602
	Iteration 79Q: 3 clusters Score -477492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -477493.750000 Penalty: 4071.141602
	Iteration 80F: 3 clusters Score -477493.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -477498.375000 Penalty: 4071.141602
	Iteration 81Q: 3 clusters Score -477498.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -477502.281250 Penalty: 4071.141602
	Iteration 82Q: 3 clusters Score -477502.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -477503.593750 Penalty: 4071.141602
	Iteration 83Q: 3 clusters Score -477503.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -477506.218750 Penalty: 4071.141602
	Iteration 84Q: 3 clusters Score -477506.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -477508.468750 Penalty: 4071.141602
	Iteration 85Q: 3 clusters Score -477508.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -477511.625000 Penalty: 4071.141602
	Iteration 86Q: 3 clusters Score -477511.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -477513.000000 Penalty: 4071.141602
	Iteration 87Q: 3 clusters Score -477513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -477513.781250 Penalty: 4071.141602
	Iteration 88Q: 3 clusters Score -477513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -477514.906250 Penalty: 4071.141602
	Iteration 89Q: 3 clusters Score -477514.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -477515.562500 Penalty: 4071.141602
	Iteration 90Q: 3 clusters Score -477515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -477517.156250 Penalty: 4071.141602
	Iteration 91Q: 3 clusters Score -477517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -477518.281250 Penalty: 4071.141602
	Iteration 92Q: 3 clusters Score -477518.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -477519.093750 Penalty: 4071.141602
	Iteration 93Q: 3 clusters Score -477519.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -477520.375000 Penalty: 4071.141602
	Iteration 94Q: 3 clusters Score -477520.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -477521.156250 Penalty: 4071.141602
	Iteration 95Q: 3 clusters Score -477521.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -477522.218750 Penalty: 4071.141602
	Iteration 96Q: 3 clusters Score -477522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -477523.937500 Penalty: 4071.141602
	Iteration 97Q: 3 clusters Score -477523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -477526.656250 Penalty: 4071.141602
	Iteration 98Q: 3 clusters Score -477526.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -477529.250000 Penalty: 4071.141602
	Iteration 99Q: 3 clusters Score -477529.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -477529.843750 Penalty: 4071.141602
	Iteration 100F: 3 clusters Score -477529.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Entering Unmasked Estep 
Score: -988463.187500 Penalty: 2205.435791
	Iteration 0F: 2 clusters Score -988463.2 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 3636 members 
Entering Unmasked Estep 
Score: -982484.375000 Penalty: 4410.871582
	Iteration 0F: 3 clusters Score -982484.4 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -984153.875000 Penalty: 4410.871582
	Iteration 1F: 3 clusters Score -984153.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -984481.875000 Penalty: 4410.871582
	Iteration 2F: 3 clusters Score -984481.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -984683.187500 Penalty: 4410.871582
	Iteration 3F: 3 clusters Score -984683.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -984808.625000 Penalty: 4410.871582
	Iteration 4Q: 3 clusters Score -984808.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -984906.125000 Penalty: 4410.871582
	Iteration 5Q: 3 clusters Score -984906.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -984981.875000 Penalty: 4410.871582
	Iteration 6Q: 3 clusters Score -984981.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -985055.937500 Penalty: 4410.871582
	Iteration 7Q: 3 clusters Score -985055.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -985123.000000 Penalty: 4410.871582
	Iteration 8Q: 3 clusters Score -985123 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -985197.875000 Penalty: 4410.871582
	Iteration 9Q: 3 clusters Score -985197.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -985267.187500 Penalty: 4410.871582
	Iteration 10Q: 3 clusters Score -985267.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -985339.812500 Penalty: 4410.871582
	Iteration 11Q: 3 clusters Score -985339.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -985416.812500 Penalty: 4410.871582
	Iteration 12Q: 3 clusters Score -985416.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -985487.000000 Penalty: 4410.871582
	Iteration 13Q: 3 clusters Score -985487 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -985556.187500 Penalty: 4410.871582
	Iteration 14Q: 3 clusters Score -985556.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -985619.062500 Penalty: 4410.871582
	Iteration 15Q: 3 clusters Score -985619.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -985683.375000 Penalty: 4410.871582
	Iteration 16Q: 3 clusters Score -985683.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -985747.187500 Penalty: 4410.871582
	Iteration 17Q: 3 clusters Score -985747.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -985817.312500 Penalty: 4410.871582
	Iteration 18Q: 3 clusters Score -985817.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -985880.812500 Penalty: 4410.871582
	Iteration 19Q: 3 clusters Score -985880.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -985936.000000 Penalty: 4410.871582
	Iteration 20F: 3 clusters Score -985936 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -985992.250000 Penalty: 4410.871582
	Iteration 21Q: 3 clusters Score -985992.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -986049.000000 Penalty: 4410.871582
	Iteration 22Q: 3 clusters Score -986049 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -986113.125000 Penalty: 4410.871582
	Iteration 23Q: 3 clusters Score -986113.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -986169.875000 Penalty: 4410.871582
	Iteration 24Q: 3 clusters Score -986169.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -986223.062500 Penalty: 4410.871582
	Iteration 25Q: 3 clusters Score -986223.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -986278.562500 Penalty: 4410.871582
	Iteration 26Q: 3 clusters Score -986278.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -986328.312500 Penalty: 4410.871582
	Iteration 27Q: 3 clusters Score -986328.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -986384.437500 Penalty: 4410.871582
	Iteration 28Q: 3 clusters Score -986384.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -986426.875000 Penalty: 4410.871582
	Iteration 29Q: 3 clusters Score -986426.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -986459.500000 Penalty: 4410.871582
	Iteration 30Q: 3 clusters Score -986459.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -986488.312500 Penalty: 4410.871582
	Iteration 31Q: 3 clusters Score -986488.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -986514.187500 Penalty: 4410.871582
	Iteration 32Q: 3 clusters Score -986514.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -986539.562500 Penalty: 4410.871582
	Iteration 33Q: 3 clusters Score -986539.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -986568.625000 Penalty: 4410.871582
	Iteration 34Q: 3 clusters Score -986568.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -986587.250000 Penalty: 4410.871582
	Iteration 35Q: 3 clusters Score -986587.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -986597.875000 Penalty: 4410.871582
	Iteration 36Q: 3 clusters Score -986597.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -986604.187500 Penalty: 4410.871582
	Iteration 37Q: 3 clusters Score -986604.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -986609.500000 Penalty: 4410.871582
	Iteration 38Q: 3 clusters Score -986609.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -986609.625000 Penalty: 4410.871582
	Iteration 39Q: 3 clusters Score -986609.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -986610.000000 Penalty: 4410.871582
	Iteration 40F: 3 clusters Score -986610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -986612.625000 Penalty: 4410.871582
	Iteration 41Q: 3 clusters Score -986612.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -986613.625000 Penalty: 4410.871582
	Iteration 42Q: 3 clusters Score -986613.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -986615.250000 Penalty: 4410.871582
	Iteration 43Q: 3 clusters Score -986615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -986615.125000 Penalty: 4410.871582
	Iteration 44Q: 3 clusters Score -986615.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -986617.187500 Penalty: 4410.871582
	Iteration 45Q: 3 clusters Score -986617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -986618.875000 Penalty: 4410.871582
	Iteration 46Q: 3 clusters Score -986618.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -986620.062500 Penalty: 4410.871582
	Iteration 47Q: 3 clusters Score -986620.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -986621.625000 Penalty: 4410.871582
	Iteration 48Q: 3 clusters Score -986621.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -986623.250000 Penalty: 4410.871582
	Iteration 49Q: 3 clusters Score -986623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -986624.062500 Penalty: 4410.871582
	Iteration 50Q: 3 clusters Score -986624.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -986626.187500 Penalty: 4410.871582
	Iteration 51Q: 3 clusters Score -986626.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -986631.000000 Penalty: 4410.871582
	Iteration 52Q: 3 clusters Score -986631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -986632.875000 Penalty: 4410.871582
	Iteration 53Q: 3 clusters Score -986632.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -986636.312500 Penalty: 4410.871582
	Iteration 54Q: 3 clusters Score -986636.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -986640.750000 Penalty: 4410.871582
	Iteration 55Q: 3 clusters Score -986640.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -986646.187500 Penalty: 4410.871582
	Iteration 56Q: 3 clusters Score -986646.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -986649.375000 Penalty: 4410.871582
	Iteration 57Q: 3 clusters Score -986649.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -986654.062500 Penalty: 4410.871582
	Iteration 58Q: 3 clusters Score -986654.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -986659.625000 Penalty: 4410.871582
	Iteration 59Q: 3 clusters Score -986659.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -986663.125000 Penalty: 4410.871582
	Iteration 60F: 3 clusters Score -986663.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -986666.687500 Penalty: 4410.871582
	Iteration 61Q: 3 clusters Score -986666.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -986666.437500 Penalty: 4410.871582
	Iteration 62Q: 3 clusters Score -986666.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -986666.875000 Penalty: 4410.871582
	Iteration 63Q: 3 clusters Score -986666.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -986666.875000 Penalty: 4410.871582
	Iteration 64F: 3 clusters Score -986666.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -58759.187500 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -58759.19 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 231 members 
Entering Unmasked Estep 
Score: -57323.257812 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -57323.26 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57543.277344 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -57543.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57584.296875 Penalty: 3044.312744
	Iteration 2Q: 3 clusters Score -57584.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57621.800781 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -57621.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57634.429688 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -57634.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57638.375000 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -57638.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -57643.523438 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -57643.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -57648.058594 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -57648.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -57657.980469 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -57657.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57661.769531 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -57661.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57661.769531 Penalty: 3044.312744
	Iteration 10F: 3 clusters Score -57661.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (89908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89908 members 
Entering Unmasked Estep 
Score: -12628893.000000 Penalty: 2828.822266
	Iteration 0F: 2 clusters Score -1.262889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -12568530.000000 Penalty: 5657.644531
	Iteration 0F: 3 clusters Score -1.256853e+07 nChanged 42481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -12592959.000000 Penalty: 5657.644531
	Iteration 1F: 3 clusters Score -1.259296e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -12593596.000000 Penalty: 5657.644531
	Iteration 2Q: 3 clusters Score -1.25936e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -12594435.000000 Penalty: 5657.644531
	Iteration 3Q: 3 clusters Score -1.259444e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -12595448.000000 Penalty: 5657.644531
	Iteration 4Q: 3 clusters Score -1.259545e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -12596866.000000 Penalty: 5657.644531
	Iteration 5Q: 3 clusters Score -1.259687e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -12599006.000000 Penalty: 5657.644531
	Iteration 6Q: 3 clusters Score -1.259901e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -12602190.000000 Penalty: 5657.644531
	Iteration 7F: 3 clusters Score -1.260219e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -12607429.000000 Penalty: 5657.644531
	Iteration 8F: 3 clusters Score -1.260743e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -12613191.000000 Penalty: 5657.644531
	Iteration 9F: 3 clusters Score -1.261319e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
Score: -12616848.000000 Penalty: 5657.644531
	Iteration 10F: 3 clusters Score -1.261685e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 61394 members 
Entering Unmasked Estep 
Score: -12618513.000000 Penalty: 5657.644531
	Iteration 11Q: 3 clusters Score -1.261851e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 62529 members 
Entering Unmasked Estep 
Score: -12619477.000000 Penalty: 5657.644531
	Iteration 12Q: 3 clusters Score -1.261948e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 63632 members 
Entering Unmasked Estep 
Score: -12620186.000000 Penalty: 5657.644531
	Iteration 13Q: 3 clusters Score -1.262019e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -12620757.000000 Penalty: 5657.644531
	Iteration 14Q: 3 clusters Score -1.262076e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 65441 members 
Entering Unmasked Estep 
Score: -12621175.000000 Penalty: 5657.644531
	Iteration 15Q: 3 clusters Score -1.262118e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 66193 members 
Entering Unmasked Estep 
Score: -12621563.000000 Penalty: 5657.644531
	Iteration 16Q: 3 clusters Score -1.262156e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -12621846.000000 Penalty: 5657.644531
	Iteration 17Q: 3 clusters Score -1.262185e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 67608 members 
Entering Unmasked Estep 
Score: -12622124.000000 Penalty: 5657.644531
	Iteration 18Q: 3 clusters Score -1.262212e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 68275 members 
Entering Unmasked Estep 
Score: -12622373.000000 Penalty: 5657.644531
	Iteration 19Q: 3 clusters Score -1.262237e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 68872 members 
Entering Unmasked Estep 
Score: -12622518.000000 Penalty: 5657.644531
	Iteration 20F: 3 clusters Score -1.262252e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 69453 members 
Entering Unmasked Estep 
Score: -12622657.000000 Penalty: 5657.644531
	Iteration 21Q: 3 clusters Score -1.262266e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 69988 members 
Entering Unmasked Estep 
Score: -12622804.000000 Penalty: 5657.644531
	Iteration 22Q: 3 clusters Score -1.26228e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 70504 members 
Entering Unmasked Estep 
Score: -12622818.000000 Penalty: 5657.644531
	Iteration 23Q: 3 clusters Score -1.262282e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 70976 members 
Entering Unmasked Estep 
Score: -12622958.000000 Penalty: 5657.644531
	Iteration 24Q: 3 clusters Score -1.262296e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 71459 members 
Entering Unmasked Estep 
Score: -12623042.000000 Penalty: 5657.644531
	Iteration 25Q: 3 clusters Score -1.262304e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 71973 members 
Entering Unmasked Estep 
Score: -12623133.000000 Penalty: 5657.644531
	Iteration 26Q: 3 clusters Score -1.262313e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 72484 members 
Entering Unmasked Estep 
Score: -12623277.000000 Penalty: 5657.644531
	Iteration 27Q: 3 clusters Score -1.262328e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 72982 members 
Entering Unmasked Estep 
Score: -12623363.000000 Penalty: 5657.644531
	Iteration 28Q: 3 clusters Score -1.262336e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 73479 members 
Entering Unmasked Estep 
Score: -12623482.000000 Penalty: 5657.644531
	Iteration 29Q: 3 clusters Score -1.262348e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 74002 members 
Entering Unmasked Estep 
Score: -12623610.000000 Penalty: 5657.644531
	Iteration 30Q: 3 clusters Score -1.262361e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 74549 members 
Entering Unmasked Estep 
Score: -12623715.000000 Penalty: 5657.644531
	Iteration 31Q: 3 clusters Score -1.262372e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 75079 members 
Entering Unmasked Estep 
Score: -12623827.000000 Penalty: 5657.644531
	Iteration 32Q: 3 clusters Score -1.262383e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 75659 members 
Entering Unmasked Estep 
Score: -12623923.000000 Penalty: 5657.644531
	Iteration 33Q: 3 clusters Score -1.262392e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 76193 members 
Entering Unmasked Estep 
Score: -12624042.000000 Penalty: 5657.644531
	Iteration 34Q: 3 clusters Score -1.262404e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 76694 members 
Entering Unmasked Estep 
Score: -12624111.000000 Penalty: 5657.644531
	Iteration 35Q: 3 clusters Score -1.262411e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 77168 members 
Entering Unmasked Estep 
Score: -12624204.000000 Penalty: 5657.644531
	Iteration 36Q: 3 clusters Score -1.26242e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 77623 members 
Entering Unmasked Estep 
Score: -12624336.000000 Penalty: 5657.644531
	Iteration 37Q: 3 clusters Score -1.262434e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 78082 members 
Entering Unmasked Estep 
Score: -12624411.000000 Penalty: 5657.644531
	Iteration 38Q: 3 clusters Score -1.262441e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 78539 members 
Entering Unmasked Estep 
Score: -12624541.000000 Penalty: 5657.644531
	Iteration 39Q: 3 clusters Score -1.262454e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 78986 members 
Entering Unmasked Estep 
Score: -12624628.000000 Penalty: 5657.644531
	Iteration 40F: 3 clusters Score -1.262463e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -12624713.000000 Penalty: 5657.644531
	Iteration 41Q: 3 clusters Score -1.262471e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 79867 members 
Entering Unmasked Estep 
Score: -12624793.000000 Penalty: 5657.644531
	Iteration 42Q: 3 clusters Score -1.262479e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 80294 members 
Entering Unmasked Estep 
Score: -12624870.000000 Penalty: 5657.644531
	Iteration 43Q: 3 clusters Score -1.262487e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 80716 members 
Entering Unmasked Estep 
Score: -12624916.000000 Penalty: 5657.644531
	Iteration 44Q: 3 clusters Score -1.262492e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -12624976.000000 Penalty: 5657.644531
	Iteration 45Q: 3 clusters Score -1.262498e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 81445 members 
Entering Unmasked Estep 
Score: -12625021.000000 Penalty: 5657.644531
	Iteration 46Q: 3 clusters Score -1.262502e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 81804 members 
Entering Unmasked Estep 
Score: -12625092.000000 Penalty: 5657.644531
	Iteration 47Q: 3 clusters Score -1.262509e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
Score: -12625171.000000 Penalty: 5657.644531
	Iteration 48Q: 3 clusters Score -1.262517e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 82483 members 
Entering Unmasked Estep 
Score: -12625212.000000 Penalty: 5657.644531
	Iteration 49Q: 3 clusters Score -1.262521e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 82776 members 
Entering Unmasked Estep 
Score: -12625306.000000 Penalty: 5657.644531
	Iteration 50Q: 3 clusters Score -1.262531e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 83064 members 
Entering Unmasked Estep 
Score: -12625321.000000 Penalty: 5657.644531
	Iteration 51Q: 3 clusters Score -1.262532e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 83347 members 
Entering Unmasked Estep 
Score: -12625424.000000 Penalty: 5657.644531
	Iteration 52Q: 3 clusters Score -1.262542e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 83627 members 
Entering Unmasked Estep 
Score: -12625481.000000 Penalty: 5657.644531
	Iteration 53Q: 3 clusters Score -1.262548e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 83907 members 
Entering Unmasked Estep 
Score: -12625563.000000 Penalty: 5657.644531
	Iteration 54Q: 3 clusters Score -1.262556e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 84171 members 
Entering Unmasked Estep 
Score: -12625615.000000 Penalty: 5657.644531
	Iteration 55Q: 3 clusters Score -1.262562e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 84420 members 
Entering Unmasked Estep 
Score: -12625657.000000 Penalty: 5657.644531
	Iteration 56Q: 3 clusters Score -1.262566e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -12625724.000000 Penalty: 5657.644531
	Iteration 57Q: 3 clusters Score -1.262572e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 84901 members 
Entering Unmasked Estep 
Score: -12625771.000000 Penalty: 5657.644531
	Iteration 58Q: 3 clusters Score -1.262577e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 85083 members 
Entering Unmasked Estep 
Score: -12625842.000000 Penalty: 5657.644531
	Iteration 59Q: 3 clusters Score -1.262584e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 85250 members 
Entering Unmasked Estep 
Score: -12625899.000000 Penalty: 5657.644531
	Iteration 60F: 3 clusters Score -1.26259e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 85410 members 
Entering Unmasked Estep 
Score: -12625894.000000 Penalty: 5657.644531
	Iteration 61Q: 3 clusters Score -1.262589e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 85571 members 
Entering Unmasked Estep 
Score: -12625932.000000 Penalty: 5657.644531
	Iteration 62Q: 3 clusters Score -1.262593e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 85709 members 
Entering Unmasked Estep 
Score: -12625927.000000 Penalty: 5657.644531
	Iteration 63Q: 3 clusters Score -1.262593e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 85850 members 
Entering Unmasked Estep 
Score: -12625955.000000 Penalty: 5657.644531
	Iteration 64Q: 3 clusters Score -1.262596e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 85976 members 
Entering Unmasked Estep 
Score: -12625972.000000 Penalty: 5657.644531
	Iteration 65Q: 3 clusters Score -1.262597e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
Score: -12626000.000000 Penalty: 5657.644531
	Iteration 66Q: 3 clusters Score -1.2626e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 86207 members 
Entering Unmasked Estep 
Score: -12626006.000000 Penalty: 5657.644531
	Iteration 67Q: 3 clusters Score -1.262601e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 86336 members 
Entering Unmasked Estep 
Score: -12626043.000000 Penalty: 5657.644531
	Iteration 68Q: 3 clusters Score -1.262604e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 86446 members 
Entering Unmasked Estep 
Score: -12626032.000000 Penalty: 5657.644531
	Iteration 69Q: 3 clusters Score -1.262603e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -12626075.000000 Penalty: 5657.644531
	Iteration 70Q: 3 clusters Score -1.262608e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 86685 members 
Entering Unmasked Estep 
Score: -12626097.000000 Penalty: 5657.644531
	Iteration 71Q: 3 clusters Score -1.26261e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 86791 members 
Entering Unmasked Estep 
Score: -12626124.000000 Penalty: 5657.644531
	Iteration 72Q: 3 clusters Score -1.262612e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 86879 members 
Entering Unmasked Estep 
Score: -12626142.000000 Penalty: 5657.644531
	Iteration 73Q: 3 clusters Score -1.262614e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 86957 members 
Entering Unmasked Estep 
Score: -12626162.000000 Penalty: 5657.644531
	Iteration 74Q: 3 clusters Score -1.262616e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
Score: -12626178.000000 Penalty: 5657.644531
	Iteration 75Q: 3 clusters Score -1.262618e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 87103 members 
Entering Unmasked Estep 
Score: -12626206.000000 Penalty: 5657.644531
	Iteration 76Q: 3 clusters Score -1.262621e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 87175 members 
Entering Unmasked Estep 
Score: -12626226.000000 Penalty: 5657.644531
	Iteration 77Q: 3 clusters Score -1.262623e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 87249 members 
Entering Unmasked Estep 
Score: -12626238.000000 Penalty: 5657.644531
	Iteration 78Q: 3 clusters Score -1.262624e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 87312 members 
Entering Unmasked Estep 
Score: -12626196.000000 Penalty: 5657.644531
	Iteration 79Q: 3 clusters Score -1.26262e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 87374 members 
Entering Unmasked Estep 
Score: -12626222.000000 Penalty: 5657.644531
	Iteration 80F: 3 clusters Score -1.262622e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 87433 members 
Entering Unmasked Estep 
Score: -12626241.000000 Penalty: 5657.644531
	Iteration 81Q: 3 clusters Score -1.262624e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 87506 members 
Entering Unmasked Estep 
Score: -12626289.000000 Penalty: 5657.644531
	Iteration 82Q: 3 clusters Score -1.262629e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 87580 members 
Entering Unmasked Estep 
Score: -12626335.000000 Penalty: 5657.644531
	Iteration 83Q: 3 clusters Score -1.262634e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 87656 members 
Entering Unmasked Estep 
Score: -12626357.000000 Penalty: 5657.644531
	Iteration 84Q: 3 clusters Score -1.262636e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -12626387.000000 Penalty: 5657.644531
	Iteration 85Q: 3 clusters Score -1.262639e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 87769 members 
Entering Unmasked Estep 
Score: -12626413.000000 Penalty: 5657.644531
	Iteration 86Q: 3 clusters Score -1.262641e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 87821 members 
Entering Unmasked Estep 
Score: -12626420.000000 Penalty: 5657.644531
	Iteration 87Q: 3 clusters Score -1.262642e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 87864 members 
Entering Unmasked Estep 
Score: -12626455.000000 Penalty: 5657.644531
	Iteration 88Q: 3 clusters Score -1.262646e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 87910 members 
Entering Unmasked Estep 
Score: -12626448.000000 Penalty: 5657.644531
	Iteration 89Q: 3 clusters Score -1.262645e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 87959 members 
Entering Unmasked Estep 
Score: -12626477.000000 Penalty: 5657.644531
	Iteration 90Q: 3 clusters Score -1.262648e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 88010 members 
Entering Unmasked Estep 
Score: -12626494.000000 Penalty: 5657.644531
	Iteration 91Q: 3 clusters Score -1.262649e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -12626493.000000 Penalty: 5657.644531
	Iteration 92Q: 3 clusters Score -1.262649e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 88085 members 
Entering Unmasked Estep 
Score: -12626520.000000 Penalty: 5657.644531
	Iteration 93Q: 3 clusters Score -1.262652e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 88110 members 
Entering Unmasked Estep 
Score: -12626528.000000 Penalty: 5657.644531
	Iteration 94Q: 3 clusters Score -1.262653e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 88136 members 
Entering Unmasked Estep 
Score: -12626541.000000 Penalty: 5657.644531
	Iteration 95Q: 3 clusters Score -1.262654e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -12626553.000000 Penalty: 5657.644531
	Iteration 96Q: 3 clusters Score -1.262655e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 88192 members 
Entering Unmasked Estep 
Score: -12626550.000000 Penalty: 5657.644531
	Iteration 97Q: 3 clusters Score -1.262655e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 88213 members 
Entering Unmasked Estep 
Score: -12626548.000000 Penalty: 5657.644531
	Iteration 98Q: 3 clusters Score -1.262655e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 88231 members 
Entering Unmasked Estep 
Score: -12626565.000000 Penalty: 5657.644531
	Iteration 99Q: 3 clusters Score -1.262656e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 88247 members 
Entering Unmasked Estep 
Score: -12626565.000000 Penalty: 5657.644531
	Iteration 100F: 3 clusters Score -1.262656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 88256 members 
Entering Unmasked Estep 
Score: -12626575.000000 Penalty: 5657.644531
	Iteration 101Q: 3 clusters Score -1.262658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 88264 members 
Entering Unmasked Estep 
Score: -12626581.000000 Penalty: 5657.644531
	Iteration 102Q: 3 clusters Score -1.262658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 88270 members 
Entering Unmasked Estep 
Score: -12626576.000000 Penalty: 5657.644531
	Iteration 103Q: 3 clusters Score -1.262658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 88275 members 
Entering Unmasked Estep 
Score: -12626574.000000 Penalty: 5657.644531
	Iteration 104Q: 3 clusters Score -1.262657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -12626582.000000 Penalty: 5657.644531
	Iteration 105Q: 3 clusters Score -1.262658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 88282 members 
Entering Unmasked Estep 
Score: -12626577.000000 Penalty: 5657.644531
	Iteration 106Q: 3 clusters Score -1.262658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 88285 members 
Entering Unmasked Estep 
Score: -12626577.000000 Penalty: 5657.644531
	Iteration 107Q: 3 clusters Score -1.262658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 88290 members 
Entering Unmasked Estep 
Score: -12626574.000000 Penalty: 5657.644531
	Iteration 108Q: 3 clusters Score -1.262657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 88293 members 
Entering Unmasked Estep 
Score: -12626571.000000 Penalty: 5657.644531
	Iteration 109Q: 3 clusters Score -1.262657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 88296 members 
Entering Unmasked Estep 
Score: -12626570.000000 Penalty: 5657.644531
	Iteration 110Q: 3 clusters Score -1.262657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 88300 members 
Entering Unmasked Estep 
Score: -12626580.000000 Penalty: 5657.644531
	Iteration 111Q: 3 clusters Score -1.262658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 88304 members 
Entering Unmasked Estep 
Score: -12626575.000000 Penalty: 5657.644531
	Iteration 112Q: 3 clusters Score -1.262658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 88307 members 
Entering Unmasked Estep 
Score: -12626578.000000 Penalty: 5657.644531
	Iteration 113Q: 3 clusters Score -1.262658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -12626579.000000 Penalty: 5657.644531
	Iteration 114Q: 3 clusters Score -1.262658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 88315 members 
Entering Unmasked Estep 
Score: -12626573.000000 Penalty: 5657.644531
	Iteration 115Q: 3 clusters Score -1.262657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 88319 members 
Entering Unmasked Estep 
Score: -12626594.000000 Penalty: 5657.644531
	Iteration 116Q: 3 clusters Score -1.262659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 88324 members 
Entering Unmasked Estep 
Score: -12626585.000000 Penalty: 5657.644531
	Iteration 117Q: 3 clusters Score -1.262658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 88327 members 
Entering Unmasked Estep 
Score: -12626585.000000 Penalty: 5657.644531
	Iteration 118Q: 3 clusters Score -1.262658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 88331 members 
Entering Unmasked Estep 
Score: -12626573.000000 Penalty: 5657.644531
	Iteration 119Q: 3 clusters Score -1.262657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -12626578.000000 Penalty: 5657.644531
	Iteration 120F: 3 clusters Score -1.262658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 88340 members 
Entering Unmasked Estep 
Score: -12626586.000000 Penalty: 5657.644531
	Iteration 121Q: 3 clusters Score -1.262659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 88349 members 
Entering Unmasked Estep 
Score: -12626592.000000 Penalty: 5657.644531
	Iteration 122Q: 3 clusters Score -1.262659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 88353 members 
Entering Unmasked Estep 
Score: -12626592.000000 Penalty: 5657.644531
	Iteration 123Q: 3 clusters Score -1.262659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 88361 members 
Entering Unmasked Estep 
Score: -12626600.000000 Penalty: 5657.644531
	Iteration 124Q: 3 clusters Score -1.26266e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 88378 members 
Entering Unmasked Estep 
Score: -12626601.000000 Penalty: 5657.644531
	Iteration 125Q: 3 clusters Score -1.26266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 88391 members 
Entering Unmasked Estep 
Score: -12626609.000000 Penalty: 5657.644531
	Iteration 126Q: 3 clusters Score -1.262661e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -12626617.000000 Penalty: 5657.644531
	Iteration 127Q: 3 clusters Score -1.262662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 88413 members 
Entering Unmasked Estep 
Score: -12626609.000000 Penalty: 5657.644531
	Iteration 128Q: 3 clusters Score -1.262661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 88419 members 
Entering Unmasked Estep 
Score: -12626616.000000 Penalty: 5657.644531
	Iteration 129Q: 3 clusters Score -1.262662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 88422 members 
Entering Unmasked Estep 
Score: -12626614.000000 Penalty: 5657.644531
	Iteration 130Q: 3 clusters Score -1.262661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 88424 members 
Entering Unmasked Estep 
Score: -12626626.000000 Penalty: 5657.644531
	Iteration 131Q: 3 clusters Score -1.262663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 88427 members 
Entering Unmasked Estep 
Score: -12626630.000000 Penalty: 5657.644531
	Iteration 132Q: 3 clusters Score -1.262663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 88428 members 
Entering Unmasked Estep 
Score: -12626619.000000 Penalty: 5657.644531
	Iteration 133Q: 3 clusters Score -1.262662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 88428 members 
Entering Unmasked Estep 
Score: -12626619.000000 Penalty: 5657.644531
	Iteration 134F: 3 clusters Score -1.262662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Entering Unmasked Estep 
Score: -866475.875000 Penalty: 2159.660645
	Iteration 0F: 2 clusters Score -866475.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -861271.687500 Penalty: 4319.321289
	Iteration 0F: 3 clusters Score -861271.7 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -862458.500000 Penalty: 4319.321289
	Iteration 1F: 3 clusters Score -862458.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -862660.875000 Penalty: 4319.321289
	Iteration 2F: 3 clusters Score -862660.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -862801.625000 Penalty: 4319.321289
	Iteration 3Q: 3 clusters Score -862801.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -862910.500000 Penalty: 4319.321289
	Iteration 4Q: 3 clusters Score -862910.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -863012.937500 Penalty: 4319.321289
	Iteration 5Q: 3 clusters Score -863012.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -863102.812500 Penalty: 4319.321289
	Iteration 6Q: 3 clusters Score -863102.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -863206.562500 Penalty: 4319.321289
	Iteration 7Q: 3 clusters Score -863206.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -863304.812500 Penalty: 4319.321289
	Iteration 8Q: 3 clusters Score -863304.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -863407.687500 Penalty: 4319.321289
	Iteration 9Q: 3 clusters Score -863407.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -863536.375000 Penalty: 4319.321289
	Iteration 10Q: 3 clusters Score -863536.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -863689.937500 Penalty: 4319.321289
	Iteration 11Q: 3 clusters Score -863689.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -863848.562500 Penalty: 4319.321289
	Iteration 12Q: 3 clusters Score -863848.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -863973.312500 Penalty: 4319.321289
	Iteration 13Q: 3 clusters Score -863973.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -864088.875000 Penalty: 4319.321289
	Iteration 14Q: 3 clusters Score -864088.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -864192.187500 Penalty: 4319.321289
	Iteration 15Q: 3 clusters Score -864192.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -864280.250000 Penalty: 4319.321289
	Iteration 16Q: 3 clusters Score -864280.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -864358.312500 Penalty: 4319.321289
	Iteration 17Q: 3 clusters Score -864358.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -864419.687500 Penalty: 4319.321289
	Iteration 18Q: 3 clusters Score -864419.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -864465.875000 Penalty: 4319.321289
	Iteration 19Q: 3 clusters Score -864465.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -864494.875000 Penalty: 4319.321289
	Iteration 20F: 3 clusters Score -864494.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -864517.062500 Penalty: 4319.321289
	Iteration 21Q: 3 clusters Score -864517.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -864533.937500 Penalty: 4319.321289
	Iteration 22Q: 3 clusters Score -864533.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -864562.125000 Penalty: 4319.321289
	Iteration 23Q: 3 clusters Score -864562.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -864579.562500 Penalty: 4319.321289
	Iteration 24Q: 3 clusters Score -864579.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -864591.062500 Penalty: 4319.321289
	Iteration 25Q: 3 clusters Score -864591.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -864598.437500 Penalty: 4319.321289
	Iteration 26Q: 3 clusters Score -864598.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -864606.312500 Penalty: 4319.321289
	Iteration 27Q: 3 clusters Score -864606.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -864613.125000 Penalty: 4319.321289
	Iteration 28Q: 3 clusters Score -864613.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -864618.125000 Penalty: 4319.321289
	Iteration 29Q: 3 clusters Score -864618.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -864620.062500 Penalty: 4319.321289
	Iteration 30Q: 3 clusters Score -864620.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -864621.562500 Penalty: 4319.321289
	Iteration 31Q: 3 clusters Score -864621.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -864622.375000 Penalty: 4319.321289
	Iteration 32Q: 3 clusters Score -864622.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -864622.375000 Penalty: 4319.321289
	Iteration 33F: 3 clusters Score -864622.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Entering Unmasked Estep 
Score: -3268952.250000 Penalty: 2495.118408
	Iteration 0F: 2 clusters Score -3268952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3252813.750000 Penalty: 4990.236816
	Iteration 0F: 3 clusters Score -3252814 nChanged 10297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -3258342.500000 Penalty: 4990.236816
	Iteration 1F: 3 clusters Score -3258342 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3258827.750000 Penalty: 4990.236816
	Iteration 2F: 3 clusters Score -3258828 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -3259246.250000 Penalty: 4990.236816
	Iteration 3Q: 3 clusters Score -3259246 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -3259708.000000 Penalty: 4990.236816
	Iteration 4Q: 3 clusters Score -3259708 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -3260281.500000 Penalty: 4990.236816
	Iteration 5Q: 3 clusters Score -3260282 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -3260998.250000 Penalty: 4990.236816
	Iteration 6F: 3 clusters Score -3260998 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3261803.750000 Penalty: 4990.236816
	Iteration 7F: 3 clusters Score -3261804 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -3262838.750000 Penalty: 4990.236816
	Iteration 8F: 3 clusters Score -3262839 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -3263992.500000 Penalty: 4990.236816
	Iteration 9F: 3 clusters Score -3263992 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -3265079.000000 Penalty: 4990.236816
	Iteration 10F: 3 clusters Score -3265079 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -3265888.500000 Penalty: 4990.236816
	Iteration 11Q: 3 clusters Score -3265888 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -3266395.500000 Penalty: 4990.236816
	Iteration 12Q: 3 clusters Score -3266396 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3266683.000000 Penalty: 4990.236816
	Iteration 13Q: 3 clusters Score -3266683 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -3266833.000000 Penalty: 4990.236816
	Iteration 14Q: 3 clusters Score -3266833 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -3266913.000000 Penalty: 4990.236816
	Iteration 15Q: 3 clusters Score -3266913 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -3266968.500000 Penalty: 4990.236816
	Iteration 16Q: 3 clusters Score -3266968 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -3267007.500000 Penalty: 4990.236816
	Iteration 17Q: 3 clusters Score -3267008 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -3267023.000000 Penalty: 4990.236816
	Iteration 18Q: 3 clusters Score -3267023 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3267045.250000 Penalty: 4990.236816
	Iteration 19Q: 3 clusters Score -3267045 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -3267052.750000 Penalty: 4990.236816
	Iteration 20F: 3 clusters Score -3267053 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -3267072.000000 Penalty: 4990.236816
	Iteration 21Q: 3 clusters Score -3267072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3267073.250000 Penalty: 4990.236816
	Iteration 22Q: 3 clusters Score -3267073 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -3267084.000000 Penalty: 4990.236816
	Iteration 23Q: 3 clusters Score -3267084 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3267069.000000 Penalty: 4990.236816
	Iteration 24Q: 3 clusters Score -3267069 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3267077.000000 Penalty: 4990.236816
	Iteration 25Q: 3 clusters Score -3267077 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -3267098.500000 Penalty: 4990.236816
	Iteration 26Q: 3 clusters Score -3267098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3267106.000000 Penalty: 4990.236816
	Iteration 27Q: 3 clusters Score -3267106 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -3267110.500000 Penalty: 4990.236816
	Iteration 28Q: 3 clusters Score -3267110 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3267123.250000 Penalty: 4990.236816
	Iteration 29Q: 3 clusters Score -3267123 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -3267155.500000 Penalty: 4990.236816
	Iteration 30Q: 3 clusters Score -3267156 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -3267178.250000 Penalty: 4990.236816
	Iteration 31Q: 3 clusters Score -3267178 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -3267191.750000 Penalty: 4990.236816
	Iteration 32Q: 3 clusters Score -3267192 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -3267199.750000 Penalty: 4990.236816
	Iteration 33Q: 3 clusters Score -3267200 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -3267237.250000 Penalty: 4990.236816
	Iteration 34Q: 3 clusters Score -3267237 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -3267257.500000 Penalty: 4990.236816
	Iteration 35Q: 3 clusters Score -3267258 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -3267270.000000 Penalty: 4990.236816
	Iteration 36Q: 3 clusters Score -3267270 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3267292.750000 Penalty: 4990.236816
	Iteration 37Q: 3 clusters Score -3267293 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -3267314.250000 Penalty: 4990.236816
	Iteration 38Q: 3 clusters Score -3267314 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -3267328.250000 Penalty: 4990.236816
	Iteration 39Q: 3 clusters Score -3267328 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -3267346.500000 Penalty: 4990.236816
	Iteration 40F: 3 clusters Score -3267346 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -3267361.250000 Penalty: 4990.236816
	Iteration 41Q: 3 clusters Score -3267361 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -3267378.000000 Penalty: 4990.236816
	Iteration 42Q: 3 clusters Score -3267378 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -3267388.000000 Penalty: 4990.236816
	Iteration 43Q: 3 clusters Score -3267388 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -3267404.500000 Penalty: 4990.236816
	Iteration 44Q: 3 clusters Score -3267404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3267414.500000 Penalty: 4990.236816
	Iteration 45Q: 3 clusters Score -3267414 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -3267422.750000 Penalty: 4990.236816
	Iteration 46Q: 3 clusters Score -3267423 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -3267434.750000 Penalty: 4990.236816
	Iteration 47Q: 3 clusters Score -3267435 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3267443.500000 Penalty: 4990.236816
	Iteration 48Q: 3 clusters Score -3267444 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -3267467.000000 Penalty: 4990.236816
	Iteration 49Q: 3 clusters Score -3267467 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -3267473.250000 Penalty: 4990.236816
	Iteration 50Q: 3 clusters Score -3267473 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3267487.000000 Penalty: 4990.236816
	Iteration 51Q: 3 clusters Score -3267487 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3267499.500000 Penalty: 4990.236816
	Iteration 52Q: 3 clusters Score -3267500 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -3267517.250000 Penalty: 4990.236816
	Iteration 53Q: 3 clusters Score -3267517 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -3267538.250000 Penalty: 4990.236816
	Iteration 54Q: 3 clusters Score -3267538 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -3267547.000000 Penalty: 4990.236816
	Iteration 55Q: 3 clusters Score -3267547 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -3267562.500000 Penalty: 4990.236816
	Iteration 56Q: 3 clusters Score -3267562 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -3267588.750000 Penalty: 4990.236816
	Iteration 57Q: 3 clusters Score -3267589 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -3267583.000000 Penalty: 4990.236816
	Iteration 58Q: 3 clusters Score -3267583 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -3267595.500000 Penalty: 4990.236816
	Iteration 59Q: 3 clusters Score -3267596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -3267597.250000 Penalty: 4990.236816
	Iteration 60F: 3 clusters Score -3267597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3267598.500000 Penalty: 4990.236816
	Iteration 61Q: 3 clusters Score -3267598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -3267616.750000 Penalty: 4990.236816
	Iteration 62Q: 3 clusters Score -3267617 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -3267616.750000 Penalty: 4990.236816
	Iteration 63Q: 3 clusters Score -3267617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -3267615.000000 Penalty: 4990.236816
	Iteration 64Q: 3 clusters Score -3267615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3267625.750000 Penalty: 4990.236816
	Iteration 65Q: 3 clusters Score -3267626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -3267636.500000 Penalty: 4990.236816
	Iteration 66Q: 3 clusters Score -3267636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3267639.750000 Penalty: 4990.236816
	Iteration 67Q: 3 clusters Score -3267640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3267624.250000 Penalty: 4990.236816
	Iteration 68Q: 3 clusters Score -3267624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -3267630.750000 Penalty: 4990.236816
	Iteration 69Q: 3 clusters Score -3267631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -3267636.000000 Penalty: 4990.236816
	Iteration 70Q: 3 clusters Score -3267636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -3267643.500000 Penalty: 4990.236816
	Iteration 71Q: 3 clusters Score -3267644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -3267651.750000 Penalty: 4990.236816
	Iteration 72Q: 3 clusters Score -3267652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3267654.000000 Penalty: 4990.236816
	Iteration 73Q: 3 clusters Score -3267654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -3267658.000000 Penalty: 4990.236816
	Iteration 74Q: 3 clusters Score -3267658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -3267657.250000 Penalty: 4990.236816
	Iteration 75Q: 3 clusters Score -3267657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -3267659.250000 Penalty: 4990.236816
	Iteration 76Q: 3 clusters Score -3267659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3267658.750000 Penalty: 4990.236816
	Iteration 77Q: 3 clusters Score -3267659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -3267661.250000 Penalty: 4990.236816
	Iteration 78Q: 3 clusters Score -3267661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -3267663.750000 Penalty: 4990.236816
	Iteration 79Q: 3 clusters Score -3267664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -3267658.000000 Penalty: 4990.236816
	Iteration 80F: 3 clusters Score -3267658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3267651.250000 Penalty: 4990.236816
	Iteration 81Q: 3 clusters Score -3267651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -3267654.750000 Penalty: 4990.236816
	Iteration 82Q: 3 clusters Score -3267655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3267653.000000 Penalty: 4990.236816
	Iteration 83Q: 3 clusters Score -3267653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -3267656.000000 Penalty: 4990.236816
	Iteration 84Q: 3 clusters Score -3267656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -3267652.250000 Penalty: 4990.236816
	Iteration 85Q: 3 clusters Score -3267652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -3267653.250000 Penalty: 4990.236816
	Iteration 86Q: 3 clusters Score -3267653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -3267652.250000 Penalty: 4990.236816
	Iteration 87Q: 3 clusters Score -3267652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3267656.250000 Penalty: 4990.236816
	Iteration 88Q: 3 clusters Score -3267656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3267660.500000 Penalty: 4990.236816
	Iteration 89Q: 3 clusters Score -3267660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -3267662.000000 Penalty: 4990.236816
	Iteration 90Q: 3 clusters Score -3267662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -3267662.000000 Penalty: 4990.236816
	Iteration 91F: 3 clusters Score -3267662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -125901.078125 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -125901.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -123979.328125 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -123979.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -124330.179688 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -124330.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -124493.578125 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -124493.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -124670.273438 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -124670.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -124874.484375 Penalty: 3419.756348
	Iteration 4F: 3 clusters Score -124874.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -125150.859375 Penalty: 3419.756348
	Iteration 5F: 3 clusters Score -125150.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -125371.492188 Penalty: 3419.756348
	Iteration 6F: 3 clusters Score -125371.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -125506.609375 Penalty: 3419.756348
	Iteration 7F: 3 clusters Score -125506.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -125609.484375 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -125609.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -125667.023438 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -125667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -125704.968750 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -125705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -125716.640625 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -125716.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -125722.937500 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -125722.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -125727.601562 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -125727.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -125733.898438 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -125733.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -125745.203125 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -125745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -125748.687500 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -125748.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -125750.343750 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -125750.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -125753.414062 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -125753.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -125756.703125 Penalty: 3419.756348
	Iteration 19Q: 3 clusters Score -125756.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -125756.703125 Penalty: 3419.756348
	Iteration 20F: 3 clusters Score -125756.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (291368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291368 members 
Entering Unmasked Estep 
Score: -39930440.000000 Penalty: 3120.420898
	Iteration 0F: 2 clusters Score -3.993044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145825 members 
Mstep: Class 2 contains 145543 members 
Entering Unmasked Estep 
Score: -39755204.000000 Penalty: 6240.841797
	Iteration 0F: 3 clusters Score -3.97552e+07 nChanged 141669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147940 members 
Mstep: Class 2 contains 143428 members 
Entering Unmasked Estep 
Score: -39838828.000000 Penalty: 6240.841797
	Iteration 1F: 3 clusters Score -3.983883e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149010 members 
Mstep: Class 2 contains 142358 members 
Entering Unmasked Estep 
Score: -39839780.000000 Penalty: 6240.841797
	Iteration 2Q: 3 clusters Score -3.983978e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150958 members 
Mstep: Class 2 contains 140410 members 
Entering Unmasked Estep 
Score: -39840820.000000 Penalty: 6240.841797
	Iteration 3Q: 3 clusters Score -3.984082e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154198 members 
Mstep: Class 2 contains 137170 members 
Entering Unmasked Estep 
Score: -39842376.000000 Penalty: 6240.841797
	Iteration 4Q: 3 clusters Score -3.984238e+07 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159248 members 
Mstep: Class 2 contains 132120 members 
Entering Unmasked Estep 
Score: -39844576.000000 Penalty: 6240.841797
	Iteration 5Q: 3 clusters Score -3.984458e+07 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166965 members 
Mstep: Class 2 contains 124403 members 
Entering Unmasked Estep 
Score: -39848492.000000 Penalty: 6240.841797
	Iteration 6Q: 3 clusters Score -3.984849e+07 nChanged 13567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178150 members 
Mstep: Class 2 contains 113218 members 
Entering Unmasked Estep 
Score: -39855140.000000 Penalty: 6240.841797
	Iteration 7Q: 3 clusters Score -3.985514e+07 nChanged 16880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193352 members 
Mstep: Class 2 contains 98016 members 
Entering Unmasked Estep 
Score: -39865532.000000 Penalty: 6240.841797
	Iteration 8F: 3 clusters Score -3.986553e+07 nChanged 19382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211534 members 
Mstep: Class 2 contains 79834 members 
Entering Unmasked Estep 
Score: -39880404.000000 Penalty: 6240.841797
	Iteration 9F: 3 clusters Score -3.98804e+07 nChanged 19343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229963 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -39895208.000000 Penalty: 6240.841797
	Iteration 10F: 3 clusters Score -3.989521e+07 nChanged 15232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243321 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -39904884.000000 Penalty: 6240.841797
	Iteration 11F: 3 clusters Score -3.990488e+07 nChanged 10559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250694 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -39909532.000000 Penalty: 6240.841797
	Iteration 12Q: 3 clusters Score -3.990953e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254727 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -39912132.000000 Penalty: 6240.841797
	Iteration 13Q: 3 clusters Score -3.991213e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257605 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -39913452.000000 Penalty: 6240.841797
	Iteration 14Q: 3 clusters Score -3.991345e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260015 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -39914276.000000 Penalty: 6240.841797
	Iteration 15Q: 3 clusters Score -3.991428e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262212 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -39914748.000000 Penalty: 6240.841797
	Iteration 16Q: 3 clusters Score -3.991475e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264299 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -39915324.000000 Penalty: 6240.841797
	Iteration 17Q: 3 clusters Score -3.991532e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266242 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -39915824.000000 Penalty: 6240.841797
	Iteration 18Q: 3 clusters Score -3.991582e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268124 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -39916296.000000 Penalty: 6240.841797
	Iteration 19Q: 3 clusters Score -3.99163e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269931 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -39916804.000000 Penalty: 6240.841797
	Iteration 20F: 3 clusters Score -3.99168e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271635 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -39917380.000000 Penalty: 6240.841797
	Iteration 21Q: 3 clusters Score -3.991738e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273267 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -39917864.000000 Penalty: 6240.841797
	Iteration 22Q: 3 clusters Score -3.991786e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274861 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -39918384.000000 Penalty: 6240.841797
	Iteration 23Q: 3 clusters Score -3.991838e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276307 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -39919180.000000 Penalty: 6240.841797
	Iteration 24Q: 3 clusters Score -3.991918e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277621 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -39919856.000000 Penalty: 6240.841797
	Iteration 25Q: 3 clusters Score -3.991986e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278840 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -39920580.000000 Penalty: 6240.841797
	Iteration 26Q: 3 clusters Score -3.992058e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280002 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -39921120.000000 Penalty: 6240.841797
	Iteration 27Q: 3 clusters Score -3.992112e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281047 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -39921652.000000 Penalty: 6240.841797
	Iteration 28Q: 3 clusters Score -3.992165e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282031 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -39922236.000000 Penalty: 6240.841797
	Iteration 29Q: 3 clusters Score -3.992224e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282899 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -39922772.000000 Penalty: 6240.841797
	Iteration 30Q: 3 clusters Score -3.992277e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283674 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -39923364.000000 Penalty: 6240.841797
	Iteration 31Q: 3 clusters Score -3.992336e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284381 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -39923712.000000 Penalty: 6240.841797
	Iteration 32Q: 3 clusters Score -3.992371e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284975 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -39924100.000000 Penalty: 6240.841797
	Iteration 33Q: 3 clusters Score -3.99241e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285490 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -39924420.000000 Penalty: 6240.841797
	Iteration 34Q: 3 clusters Score -3.992442e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285929 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -39924520.000000 Penalty: 6240.841797
	Iteration 35Q: 3 clusters Score -3.992452e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286359 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -39924812.000000 Penalty: 6240.841797
	Iteration 36Q: 3 clusters Score -3.992481e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286727 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -39925012.000000 Penalty: 6240.841797
	Iteration 37Q: 3 clusters Score -3.992501e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287028 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -39925100.000000 Penalty: 6240.841797
	Iteration 38Q: 3 clusters Score -3.99251e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287306 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -39925320.000000 Penalty: 6240.841797
	Iteration 39Q: 3 clusters Score -3.992532e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287534 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -39925456.000000 Penalty: 6240.841797
	Iteration 40F: 3 clusters Score -3.992546e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287746 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -39925632.000000 Penalty: 6240.841797
	Iteration 41Q: 3 clusters Score -3.992563e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287928 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -39925736.000000 Penalty: 6240.841797
	Iteration 42Q: 3 clusters Score -3.992574e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288095 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -39925828.000000 Penalty: 6240.841797
	Iteration 43Q: 3 clusters Score -3.992583e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288251 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -39925932.000000 Penalty: 6240.841797
	Iteration 44Q: 3 clusters Score -3.992593e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288365 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -39926024.000000 Penalty: 6240.841797
	Iteration 45Q: 3 clusters Score -3.992602e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288458 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -39926088.000000 Penalty: 6240.841797
	Iteration 46Q: 3 clusters Score -3.992609e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288542 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -39926132.000000 Penalty: 6240.841797
	Iteration 47Q: 3 clusters Score -3.992613e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288624 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -39926224.000000 Penalty: 6240.841797
	Iteration 48Q: 3 clusters Score -3.992622e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288703 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -39926328.000000 Penalty: 6240.841797
	Iteration 49Q: 3 clusters Score -3.992633e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288765 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -39926428.000000 Penalty: 6240.841797
	Iteration 50Q: 3 clusters Score -3.992643e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288833 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -39926500.000000 Penalty: 6240.841797
	Iteration 51Q: 3 clusters Score -3.99265e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288886 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -39926504.000000 Penalty: 6240.841797
	Iteration 52Q: 3 clusters Score -3.99265e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288928 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -39926544.000000 Penalty: 6240.841797
	Iteration 53Q: 3 clusters Score -3.992654e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288964 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -39926572.000000 Penalty: 6240.841797
	Iteration 54Q: 3 clusters Score -3.992657e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288995 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -39926584.000000 Penalty: 6240.841797
	Iteration 55Q: 3 clusters Score -3.992658e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289020 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -39926556.000000 Penalty: 6240.841797
	Iteration 56Q: 3 clusters Score -3.992656e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289045 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -39926576.000000 Penalty: 6240.841797
	Iteration 57Q: 3 clusters Score -3.992658e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289067 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -39926612.000000 Penalty: 6240.841797
	Iteration 58Q: 3 clusters Score -3.992661e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289086 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -39926628.000000 Penalty: 6240.841797
	Iteration 59Q: 3 clusters Score -3.992663e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289100 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -39926608.000000 Penalty: 6240.841797
	Iteration 60F: 3 clusters Score -3.992661e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289111 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -39926648.000000 Penalty: 6240.841797
	Iteration 61Q: 3 clusters Score -3.992665e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289119 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -39926620.000000 Penalty: 6240.841797
	Iteration 62Q: 3 clusters Score -3.992662e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289135 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -39926664.000000 Penalty: 6240.841797
	Iteration 63Q: 3 clusters Score -3.992666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289151 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -39926668.000000 Penalty: 6240.841797
	Iteration 64Q: 3 clusters Score -3.992667e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289166 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -39926644.000000 Penalty: 6240.841797
	Iteration 65Q: 3 clusters Score -3.992664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289175 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -39926680.000000 Penalty: 6240.841797
	Iteration 66Q: 3 clusters Score -3.992668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289178 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -39926664.000000 Penalty: 6240.841797
	Iteration 67Q: 3 clusters Score -3.992666e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289188 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -39926680.000000 Penalty: 6240.841797
	Iteration 68Q: 3 clusters Score -3.992668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289196 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -39926700.000000 Penalty: 6240.841797
	Iteration 69Q: 3 clusters Score -3.99267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289205 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -39926692.000000 Penalty: 6240.841797
	Iteration 70Q: 3 clusters Score -3.992669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289214 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -39926684.000000 Penalty: 6240.841797
	Iteration 71Q: 3 clusters Score -3.992668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289222 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -39926656.000000 Penalty: 6240.841797
	Iteration 72Q: 3 clusters Score -3.992666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289231 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -39926672.000000 Penalty: 6240.841797
	Iteration 73Q: 3 clusters Score -3.992667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289237 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -39926684.000000 Penalty: 6240.841797
	Iteration 74Q: 3 clusters Score -3.992668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289241 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -39926692.000000 Penalty: 6240.841797
	Iteration 75Q: 3 clusters Score -3.992669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289245 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -39926700.000000 Penalty: 6240.841797
	Iteration 76Q: 3 clusters Score -3.99267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289251 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -39926692.000000 Penalty: 6240.841797
	Iteration 77Q: 3 clusters Score -3.992669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289256 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -39926692.000000 Penalty: 6240.841797
	Iteration 78Q: 3 clusters Score -3.992669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289263 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -39926740.000000 Penalty: 6240.841797
	Iteration 79Q: 3 clusters Score -3.992674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289263 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -39926728.000000 Penalty: 6240.841797
	Iteration 80F: 3 clusters Score -3.992673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289266 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -39926736.000000 Penalty: 6240.841797
	Iteration 81Q: 3 clusters Score -3.992674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289267 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -39926736.000000 Penalty: 6240.841797
	Iteration 82Q: 3 clusters Score -3.992674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289271 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -39926732.000000 Penalty: 6240.841797
	Iteration 83Q: 3 clusters Score -3.992673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289272 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -39926736.000000 Penalty: 6240.841797
	Iteration 84Q: 3 clusters Score -3.992674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289277 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -39926724.000000 Penalty: 6240.841797
	Iteration 85Q: 3 clusters Score -3.992672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289283 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -39926744.000000 Penalty: 6240.841797
	Iteration 86Q: 3 clusters Score -3.992674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289290 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -39926764.000000 Penalty: 6240.841797
	Iteration 87Q: 3 clusters Score -3.992676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289297 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -39926780.000000 Penalty: 6240.841797
	Iteration 88Q: 3 clusters Score -3.992678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289297 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -39926788.000000 Penalty: 6240.841797
	Iteration 89Q: 3 clusters Score -3.992679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289297 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -39926792.000000 Penalty: 6240.841797
	Iteration 90Q: 3 clusters Score -3.992679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289297 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -39926792.000000 Penalty: 6240.841797
	Iteration 91Q: 3 clusters Score -3.992679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289296 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -39926792.000000 Penalty: 6240.841797
	Iteration 92Q: 3 clusters Score -3.992679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289298 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -39926780.000000 Penalty: 6240.841797
	Iteration 93Q: 3 clusters Score -3.992678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289300 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -39926784.000000 Penalty: 6240.841797
	Iteration 94Q: 3 clusters Score -3.992678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289299 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -39926780.000000 Penalty: 6240.841797
	Iteration 95Q: 3 clusters Score -3.992678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289300 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -39926788.000000 Penalty: 6240.841797
	Iteration 96Q: 3 clusters Score -3.992679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289300 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -39926788.000000 Penalty: 6240.841797
	Iteration 97F: 3 clusters Score -3.992679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (69815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69815 members 
Entering Unmasked Estep 
Score: -9759792.000000 Penalty: 2766.093994
	Iteration 0F: 2 clusters Score -9759792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -9713254.000000 Penalty: 5532.187988
	Iteration 0F: 3 clusters Score -9713254 nChanged 32565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -9731607.000000 Penalty: 5532.187988
	Iteration 1F: 3 clusters Score -9731607 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -9732626.000000 Penalty: 5532.187988
	Iteration 2Q: 3 clusters Score -9732626 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -9734124.000000 Penalty: 5532.187988
	Iteration 3Q: 3 clusters Score -9734124 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -9736139.000000 Penalty: 5532.187988
	Iteration 4F: 3 clusters Score -9736139 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -9739005.000000 Penalty: 5532.187988
	Iteration 5F: 3 clusters Score -9739005 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -9742722.000000 Penalty: 5532.187988
	Iteration 6F: 3 clusters Score -9742722 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -9746816.000000 Penalty: 5532.187988
	Iteration 7F: 3 clusters Score -9746816 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 59549 members 
Entering Unmasked Estep 
Score: -9750312.000000 Penalty: 5532.187988
	Iteration 8F: 3 clusters Score -9750312 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 62379 members 
Entering Unmasked Estep 
Score: -9752845.000000 Penalty: 5532.187988
	Iteration 9Q: 3 clusters Score -9752845 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 64366 members 
Entering Unmasked Estep 
Score: -9754519.000000 Penalty: 5532.187988
	Iteration 10Q: 3 clusters Score -9754519 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 65739 members 
Entering Unmasked Estep 
Score: -9755593.000000 Penalty: 5532.187988
	Iteration 11Q: 3 clusters Score -9755593 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 66689 members 
Entering Unmasked Estep 
Score: -9756248.000000 Penalty: 5532.187988
	Iteration 12Q: 3 clusters Score -9756248 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 67338 members 
Entering Unmasked Estep 
Score: -9756648.000000 Penalty: 5532.187988
	Iteration 13Q: 3 clusters Score -9756648 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 67796 members 
Entering Unmasked Estep 
Score: -9756916.000000 Penalty: 5532.187988
	Iteration 14Q: 3 clusters Score -9756916 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
Score: -9757115.000000 Penalty: 5532.187988
	Iteration 15Q: 3 clusters Score -9757115 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 68332 members 
Entering Unmasked Estep 
Score: -9757240.000000 Penalty: 5532.187988
	Iteration 16Q: 3 clusters Score -9757240 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 68491 members 
Entering Unmasked Estep 
Score: -9757310.000000 Penalty: 5532.187988
	Iteration 17Q: 3 clusters Score -9757310 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 68606 members 
Entering Unmasked Estep 
Score: -9757375.000000 Penalty: 5532.187988
	Iteration 18Q: 3 clusters Score -9757375 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -9757441.000000 Penalty: 5532.187988
	Iteration 19Q: 3 clusters Score -9757441 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -9757470.000000 Penalty: 5532.187988
	Iteration 20F: 3 clusters Score -9757470 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 68822 members 
Entering Unmasked Estep 
Score: -9757497.000000 Penalty: 5532.187988
	Iteration 21Q: 3 clusters Score -9757497 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 68864 members 
Entering Unmasked Estep 
Score: -9757517.000000 Penalty: 5532.187988
	Iteration 22Q: 3 clusters Score -9757517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 68897 members 
Entering Unmasked Estep 
Score: -9757528.000000 Penalty: 5532.187988
	Iteration 23Q: 3 clusters Score -9757528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 68927 members 
Entering Unmasked Estep 
Score: -9757567.000000 Penalty: 5532.187988
	Iteration 24Q: 3 clusters Score -9757567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -9757564.000000 Penalty: 5532.187988
	Iteration 25Q: 3 clusters Score -9757564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 68963 members 
Entering Unmasked Estep 
Score: -9757575.000000 Penalty: 5532.187988
	Iteration 26Q: 3 clusters Score -9757575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 68972 members 
Entering Unmasked Estep 
Score: -9757577.000000 Penalty: 5532.187988
	Iteration 27Q: 3 clusters Score -9757577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 68981 members 
Entering Unmasked Estep 
Score: -9757593.000000 Penalty: 5532.187988
	Iteration 28Q: 3 clusters Score -9757593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 68993 members 
Entering Unmasked Estep 
Score: -9757585.000000 Penalty: 5532.187988
	Iteration 29Q: 3 clusters Score -9757585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 69004 members 
Entering Unmasked Estep 
Score: -9757593.000000 Penalty: 5532.187988
	Iteration 30Q: 3 clusters Score -9757593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 69015 members 
Entering Unmasked Estep 
Score: -9757604.000000 Penalty: 5532.187988
	Iteration 31Q: 3 clusters Score -9757604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -9757611.000000 Penalty: 5532.187988
	Iteration 32Q: 3 clusters Score -9757611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 69028 members 
Entering Unmasked Estep 
Score: -9757615.000000 Penalty: 5532.187988
	Iteration 33Q: 3 clusters Score -9757615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -9757612.000000 Penalty: 5532.187988
	Iteration 34Q: 3 clusters Score -9757612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -9757615.000000 Penalty: 5532.187988
	Iteration 35Q: 3 clusters Score -9757615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 69046 members 
Entering Unmasked Estep 
Score: -9757612.000000 Penalty: 5532.187988
	Iteration 36Q: 3 clusters Score -9757612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 69048 members 
Entering Unmasked Estep 
Score: -9757611.000000 Penalty: 5532.187988
	Iteration 37Q: 3 clusters Score -9757611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 69052 members 
Entering Unmasked Estep 
Score: -9757615.000000 Penalty: 5532.187988
	Iteration 38Q: 3 clusters Score -9757615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 69054 members 
Entering Unmasked Estep 
Score: -9757626.000000 Penalty: 5532.187988
	Iteration 39Q: 3 clusters Score -9757626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 69056 members 
Entering Unmasked Estep 
Score: -9757633.000000 Penalty: 5532.187988
	Iteration 40F: 3 clusters Score -9757633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -9757644.000000 Penalty: 5532.187988
	Iteration 41Q: 3 clusters Score -9757644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -9757644.000000 Penalty: 5532.187988
	Iteration 42F: 3 clusters Score -9757644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Entering Unmasked Estep 
Score: -5619409.500000 Penalty: 2637.674316
	Iteration 0F: 2 clusters Score -5619410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -5591306.500000 Penalty: 5275.348633
	Iteration 0F: 3 clusters Score -5591306 nChanged 19066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -5601687.000000 Penalty: 5275.348633
	Iteration 1F: 3 clusters Score -5601687 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -5602219.500000 Penalty: 5275.348633
	Iteration 2Q: 3 clusters Score -5602220 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -5602718.500000 Penalty: 5275.348633
	Iteration 3Q: 3 clusters Score -5602718 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -5603120.500000 Penalty: 5275.348633
	Iteration 4Q: 3 clusters Score -5603120 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -5603565.000000 Penalty: 5275.348633
	Iteration 5Q: 3 clusters Score -5603565 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -5603993.500000 Penalty: 5275.348633
	Iteration 6Q: 3 clusters Score -5603994 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -5604459.500000 Penalty: 5275.348633
	Iteration 7Q: 3 clusters Score -5604460 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -5605063.500000 Penalty: 5275.348633
	Iteration 8Q: 3 clusters Score -5605064 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -5605733.000000 Penalty: 5275.348633
	Iteration 9Q: 3 clusters Score -5605733 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -5606527.000000 Penalty: 5275.348633
	Iteration 10Q: 3 clusters Score -5606527 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -5607401.000000 Penalty: 5275.348633
	Iteration 11Q: 3 clusters Score -5607401 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -5608499.500000 Penalty: 5275.348633
	Iteration 12Q: 3 clusters Score -5608500 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -5609659.500000 Penalty: 5275.348633
	Iteration 13Q: 3 clusters Score -5609660 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -5610678.500000 Penalty: 5275.348633
	Iteration 14Q: 3 clusters Score -5610678 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -5611416.000000 Penalty: 5275.348633
	Iteration 15Q: 3 clusters Score -5611416 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -5612017.000000 Penalty: 5275.348633
	Iteration 16Q: 3 clusters Score -5612017 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -5612540.500000 Penalty: 5275.348633
	Iteration 17Q: 3 clusters Score -5612540 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -5613096.500000 Penalty: 5275.348633
	Iteration 18Q: 3 clusters Score -5613096 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -5613581.500000 Penalty: 5275.348633
	Iteration 19Q: 3 clusters Score -5613582 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -5614045.000000 Penalty: 5275.348633
	Iteration 20F: 3 clusters Score -5614045 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -5614486.000000 Penalty: 5275.348633
	Iteration 21Q: 3 clusters Score -5614486 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -5614900.000000 Penalty: 5275.348633
	Iteration 22Q: 3 clusters Score -5614900 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -5615228.000000 Penalty: 5275.348633
	Iteration 23Q: 3 clusters Score -5615228 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -5615486.500000 Penalty: 5275.348633
	Iteration 24Q: 3 clusters Score -5615486 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -5615765.000000 Penalty: 5275.348633
	Iteration 25Q: 3 clusters Score -5615765 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -5616034.500000 Penalty: 5275.348633
	Iteration 26Q: 3 clusters Score -5616034 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -5616232.500000 Penalty: 5275.348633
	Iteration 27Q: 3 clusters Score -5616232 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5616376.500000 Penalty: 5275.348633
	Iteration 28Q: 3 clusters Score -5616376 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5616518.000000 Penalty: 5275.348633
	Iteration 29Q: 3 clusters Score -5616518 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5616634.000000 Penalty: 5275.348633
	Iteration 30Q: 3 clusters Score -5616634 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5616745.500000 Penalty: 5275.348633
	Iteration 31Q: 3 clusters Score -5616746 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5616794.500000 Penalty: 5275.348633
	Iteration 32Q: 3 clusters Score -5616794 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5616864.000000 Penalty: 5275.348633
	Iteration 33Q: 3 clusters Score -5616864 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5616957.000000 Penalty: 5275.348633
	Iteration 34Q: 3 clusters Score -5616957 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5617018.000000 Penalty: 5275.348633
	Iteration 35Q: 3 clusters Score -5617018 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5617071.500000 Penalty: 5275.348633
	Iteration 36Q: 3 clusters Score -5617072 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5617102.500000 Penalty: 5275.348633
	Iteration 37Q: 3 clusters Score -5617102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5617122.500000 Penalty: 5275.348633
	Iteration 38Q: 3 clusters Score -5617122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5617152.500000 Penalty: 5275.348633
	Iteration 39Q: 3 clusters Score -5617152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5617162.000000 Penalty: 5275.348633
	Iteration 40F: 3 clusters Score -5617162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5617187.000000 Penalty: 5275.348633
	Iteration 41Q: 3 clusters Score -5617187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5617197.000000 Penalty: 5275.348633
	Iteration 42Q: 3 clusters Score -5617197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5617206.500000 Penalty: 5275.348633
	Iteration 43Q: 3 clusters Score -5617206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5617227.000000 Penalty: 5275.348633
	Iteration 44Q: 3 clusters Score -5617227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5617228.000000 Penalty: 5275.348633
	Iteration 45Q: 3 clusters Score -5617228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5617236.500000 Penalty: 5275.348633
	Iteration 46Q: 3 clusters Score -5617236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5617243.000000 Penalty: 5275.348633
	Iteration 47Q: 3 clusters Score -5617243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5617246.500000 Penalty: 5275.348633
	Iteration 48Q: 3 clusters Score -5617246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5617250.000000 Penalty: 5275.348633
	Iteration 49Q: 3 clusters Score -5617250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5617255.500000 Penalty: 5275.348633
	Iteration 50Q: 3 clusters Score -5617256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5617256.500000 Penalty: 5275.348633
	Iteration 51Q: 3 clusters Score -5617256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5617266.500000 Penalty: 5275.348633
	Iteration 52Q: 3 clusters Score -5617266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5617263.500000 Penalty: 5275.348633
	Iteration 53Q: 3 clusters Score -5617264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5617262.500000 Penalty: 5275.348633
	Iteration 54Q: 3 clusters Score -5617262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5617268.500000 Penalty: 5275.348633
	Iteration 55Q: 3 clusters Score -5617268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5617268.000000 Penalty: 5275.348633
	Iteration 56Q: 3 clusters Score -5617268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5617266.500000 Penalty: 5275.348633
	Iteration 57Q: 3 clusters Score -5617266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5617272.500000 Penalty: 5275.348633
	Iteration 58Q: 3 clusters Score -5617272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5617272.000000 Penalty: 5275.348633
	Iteration 59Q: 3 clusters Score -5617272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5617272.000000 Penalty: 5275.348633
	Iteration 60F: 3 clusters Score -5617272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Entering Unmasked Estep 
Score: -3872419.500000 Penalty: 2536.462402
	Iteration 0F: 2 clusters Score -3872420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3853501.250000 Penalty: 5072.924805
	Iteration 0F: 3 clusters Score -3853501 nChanged 12324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -3860150.250000 Penalty: 5072.924805
	Iteration 1F: 3 clusters Score -3860150 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3860557.500000 Penalty: 5072.924805
	Iteration 2Q: 3 clusters Score -3860558 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -3860920.000000 Penalty: 5072.924805
	Iteration 3Q: 3 clusters Score -3860920 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -3861299.750000 Penalty: 5072.924805
	Iteration 4Q: 3 clusters Score -3861300 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -3861703.000000 Penalty: 5072.924805
	Iteration 5Q: 3 clusters Score -3861703 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -3862184.000000 Penalty: 5072.924805
	Iteration 6Q: 3 clusters Score -3862184 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3862781.250000 Penalty: 5072.924805
	Iteration 7Q: 3 clusters Score -3862781 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -3863651.000000 Penalty: 5072.924805
	Iteration 8F: 3 clusters Score -3863651 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3864873.000000 Penalty: 5072.924805
	Iteration 9F: 3 clusters Score -3864873 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -3866467.500000 Penalty: 5072.924805
	Iteration 10F: 3 clusters Score -3866468 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -3867980.250000 Penalty: 5072.924805
	Iteration 11F: 3 clusters Score -3867980 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3869039.250000 Penalty: 5072.924805
	Iteration 12Q: 3 clusters Score -3869039 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3869614.750000 Penalty: 5072.924805
	Iteration 13Q: 3 clusters Score -3869615 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3869948.250000 Penalty: 5072.924805
	Iteration 14Q: 3 clusters Score -3869948 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3870138.250000 Penalty: 5072.924805
	Iteration 15Q: 3 clusters Score -3870138 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3870230.000000 Penalty: 5072.924805
	Iteration 16Q: 3 clusters Score -3870230 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3870304.250000 Penalty: 5072.924805
	Iteration 17Q: 3 clusters Score -3870304 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3870371.500000 Penalty: 5072.924805
	Iteration 18Q: 3 clusters Score -3870372 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3870434.750000 Penalty: 5072.924805
	Iteration 19Q: 3 clusters Score -3870435 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3870474.000000 Penalty: 5072.924805
	Iteration 20F: 3 clusters Score -3870474 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3870501.250000 Penalty: 5072.924805
	Iteration 21Q: 3 clusters Score -3870501 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3870510.750000 Penalty: 5072.924805
	Iteration 22Q: 3 clusters Score -3870511 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3870533.500000 Penalty: 5072.924805
	Iteration 23Q: 3 clusters Score -3870534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3870538.500000 Penalty: 5072.924805
	Iteration 24Q: 3 clusters Score -3870538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3870552.750000 Penalty: 5072.924805
	Iteration 25Q: 3 clusters Score -3870553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3870560.000000 Penalty: 5072.924805
	Iteration 26Q: 3 clusters Score -3870560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3870554.000000 Penalty: 5072.924805
	Iteration 27Q: 3 clusters Score -3870554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3870567.750000 Penalty: 5072.924805
	Iteration 28Q: 3 clusters Score -3870568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3870574.500000 Penalty: 5072.924805
	Iteration 29Q: 3 clusters Score -3870574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3870574.500000 Penalty: 5072.924805
	Iteration 30Q: 3 clusters Score -3870574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3870574.000000 Penalty: 5072.924805
	Iteration 31Q: 3 clusters Score -3870574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3870584.250000 Penalty: 5072.924805
	Iteration 32Q: 3 clusters Score -3870584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3870592.500000 Penalty: 5072.924805
	Iteration 33Q: 3 clusters Score -3870592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3870594.500000 Penalty: 5072.924805
	Iteration 34Q: 3 clusters Score -3870594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3870603.500000 Penalty: 5072.924805
	Iteration 35Q: 3 clusters Score -3870604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3870607.500000 Penalty: 5072.924805
	Iteration 36Q: 3 clusters Score -3870608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3870613.000000 Penalty: 5072.924805
	Iteration 37Q: 3 clusters Score -3870613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3870617.750000 Penalty: 5072.924805
	Iteration 38Q: 3 clusters Score -3870618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3870618.250000 Penalty: 5072.924805
	Iteration 39Q: 3 clusters Score -3870618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3870623.750000 Penalty: 5072.924805
	Iteration 40F: 3 clusters Score -3870624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3870616.250000 Penalty: 5072.924805
	Iteration 41Q: 3 clusters Score -3870616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3870613.500000 Penalty: 5072.924805
	Iteration 42Q: 3 clusters Score -3870614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3870624.250000 Penalty: 5072.924805
	Iteration 43Q: 3 clusters Score -3870624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3870622.000000 Penalty: 5072.924805
	Iteration 44Q: 3 clusters Score -3870622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3870625.750000 Penalty: 5072.924805
	Iteration 45Q: 3 clusters Score -3870626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3870626.500000 Penalty: 5072.924805
	Iteration 46Q: 3 clusters Score -3870626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3870624.250000 Penalty: 5072.924805
	Iteration 47Q: 3 clusters Score -3870624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3870623.000000 Penalty: 5072.924805
	Iteration 48Q: 3 clusters Score -3870623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3870635.500000 Penalty: 5072.924805
	Iteration 49Q: 3 clusters Score -3870636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3870635.750000 Penalty: 5072.924805
	Iteration 50Q: 3 clusters Score -3870636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3870636.750000 Penalty: 5072.924805
	Iteration 51Q: 3 clusters Score -3870637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3870643.750000 Penalty: 5072.924805
	Iteration 52Q: 3 clusters Score -3870644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3870643.250000 Penalty: 5072.924805
	Iteration 53Q: 3 clusters Score -3870643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3870639.750000 Penalty: 5072.924805
	Iteration 54Q: 3 clusters Score -3870640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3870639.000000 Penalty: 5072.924805
	Iteration 55Q: 3 clusters Score -3870639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3870637.000000 Penalty: 5072.924805
	Iteration 56Q: 3 clusters Score -3870637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3870635.500000 Penalty: 5072.924805
	Iteration 57Q: 3 clusters Score -3870636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3870635.750000 Penalty: 5072.924805
	Iteration 58Q: 3 clusters Score -3870636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3870638.500000 Penalty: 5072.924805
	Iteration 59Q: 3 clusters Score -3870638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3870638.500000 Penalty: 5072.924805
	Iteration 60F: 3 clusters Score -3870638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -76324.843750 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -76324.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74732.679688 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -74732.68 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75018.265625 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -75018.27 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -75217.171875 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -75217.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -75259.468750 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -75259.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75276.703125 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -75276.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75287.781250 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -75287.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75312.695312 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -75312.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -75334.867188 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -75334.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75347.156250 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -75347.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75354.687500 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -75354.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -75382.664062 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -75382.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75418.609375 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -75418.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75485.929688 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -75485.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75538.406250 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -75538.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75613.585938 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -75613.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75851.804688 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -75851.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76009.750000 Penalty: 3191.535156
	Iteration 16Q: 3 clusters Score -76009.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -76075.937500 Penalty: 3191.535156
	Iteration 17Q: 3 clusters Score -76075.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -76135.750000 Penalty: 3191.535156
	Iteration 18Q: 3 clusters Score -76135.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -76180.640625 Penalty: 3191.535156
	Iteration 19Q: 3 clusters Score -76180.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -76205.195312 Penalty: 3191.535156
	Iteration 20F: 3 clusters Score -76205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -76226.960938 Penalty: 3191.535156
	Iteration 21Q: 3 clusters Score -76226.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76237.375000 Penalty: 3191.535156
	Iteration 22Q: 3 clusters Score -76237.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76241.468750 Penalty: 3191.535156
	Iteration 23Q: 3 clusters Score -76241.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76247.414062 Penalty: 3191.535156
	Iteration 24Q: 3 clusters Score -76247.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -76250.195312 Penalty: 3191.535156
	Iteration 25Q: 3 clusters Score -76250.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -76250.195312 Penalty: 3191.535156
	Iteration 26F: 3 clusters Score -76250.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -34308.949219 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -34308.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33143.042969 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -33143.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33276.332031 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -33276.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33348.304688 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -33348.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33364.617188 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -33364.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33404.750000 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -33404.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33408.839844 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -33408.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33408.839844 Penalty: 2822.418457
	Iteration 6F: 3 clusters Score -33408.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Entering Unmasked Estep 
Score: -577402.937500 Penalty: 2079.884033
	Iteration 0F: 2 clusters Score -577402.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -573272.375000 Penalty: 4159.768066
	Iteration 0F: 3 clusters Score -573272.4 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -574216.250000 Penalty: 4159.768066
	Iteration 1F: 3 clusters Score -574216.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -574379.312500 Penalty: 4159.768066
	Iteration 2F: 3 clusters Score -574379.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -574469.500000 Penalty: 4159.768066
	Iteration 3Q: 3 clusters Score -574469.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -574539.750000 Penalty: 4159.768066
	Iteration 4Q: 3 clusters Score -574539.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -574595.125000 Penalty: 4159.768066
	Iteration 5Q: 3 clusters Score -574595.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -574651.875000 Penalty: 4159.768066
	Iteration 6Q: 3 clusters Score -574651.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -574703.437500 Penalty: 4159.768066
	Iteration 7Q: 3 clusters Score -574703.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -574769.125000 Penalty: 4159.768066
	Iteration 8Q: 3 clusters Score -574769.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -574856.125000 Penalty: 4159.768066
	Iteration 9Q: 3 clusters Score -574856.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -574964.750000 Penalty: 4159.768066
	Iteration 10Q: 3 clusters Score -574964.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -575061.562500 Penalty: 4159.768066
	Iteration 11Q: 3 clusters Score -575061.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -575149.500000 Penalty: 4159.768066
	Iteration 12Q: 3 clusters Score -575149.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -575221.312500 Penalty: 4159.768066
	Iteration 13Q: 3 clusters Score -575221.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -575281.875000 Penalty: 4159.768066
	Iteration 14Q: 3 clusters Score -575281.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -575339.812500 Penalty: 4159.768066
	Iteration 15Q: 3 clusters Score -575339.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -575395.187500 Penalty: 4159.768066
	Iteration 16Q: 3 clusters Score -575395.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -575449.187500 Penalty: 4159.768066
	Iteration 17Q: 3 clusters Score -575449.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -575511.812500 Penalty: 4159.768066
	Iteration 18Q: 3 clusters Score -575511.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -575568.187500 Penalty: 4159.768066
	Iteration 19Q: 3 clusters Score -575568.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -575640.062500 Penalty: 4159.768066
	Iteration 20F: 3 clusters Score -575640.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -575703.187500 Penalty: 4159.768066
	Iteration 21Q: 3 clusters Score -575703.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -575764.875000 Penalty: 4159.768066
	Iteration 22Q: 3 clusters Score -575764.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -575818.375000 Penalty: 4159.768066
	Iteration 23Q: 3 clusters Score -575818.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -575859.000000 Penalty: 4159.768066
	Iteration 24Q: 3 clusters Score -575859 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -575893.250000 Penalty: 4159.768066
	Iteration 25Q: 3 clusters Score -575893.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -575929.250000 Penalty: 4159.768066
	Iteration 26Q: 3 clusters Score -575929.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -575965.000000 Penalty: 4159.768066
	Iteration 27Q: 3 clusters Score -575965 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -575996.187500 Penalty: 4159.768066
	Iteration 28Q: 3 clusters Score -575996.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -576025.500000 Penalty: 4159.768066
	Iteration 29Q: 3 clusters Score -576025.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -576047.750000 Penalty: 4159.768066
	Iteration 30Q: 3 clusters Score -576047.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -576059.687500 Penalty: 4159.768066
	Iteration 31Q: 3 clusters Score -576059.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -576071.500000 Penalty: 4159.768066
	Iteration 32Q: 3 clusters Score -576071.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -576078.000000 Penalty: 4159.768066
	Iteration 33Q: 3 clusters Score -576078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -576091.437500 Penalty: 4159.768066
	Iteration 34Q: 3 clusters Score -576091.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -576099.000000 Penalty: 4159.768066
	Iteration 35Q: 3 clusters Score -576099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -576104.062500 Penalty: 4159.768066
	Iteration 36Q: 3 clusters Score -576104.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -576108.250000 Penalty: 4159.768066
	Iteration 37Q: 3 clusters Score -576108.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -576112.187500 Penalty: 4159.768066
	Iteration 38Q: 3 clusters Score -576112.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -576115.875000 Penalty: 4159.768066
	Iteration 39Q: 3 clusters Score -576115.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -576121.875000 Penalty: 4159.768066
	Iteration 40F: 3 clusters Score -576121.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -576149.500000 Penalty: 4159.768066
	Iteration 41Q: 3 clusters Score -576149.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -576156.500000 Penalty: 4159.768066
	Iteration 42Q: 3 clusters Score -576156.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -576162.375000 Penalty: 4159.768066
	Iteration 43Q: 3 clusters Score -576162.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -576169.000000 Penalty: 4159.768066
	Iteration 44Q: 3 clusters Score -576169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -576171.250000 Penalty: 4159.768066
	Iteration 45Q: 3 clusters Score -576171.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -576176.312500 Penalty: 4159.768066
	Iteration 46Q: 3 clusters Score -576176.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -576180.312500 Penalty: 4159.768066
	Iteration 47Q: 3 clusters Score -576180.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -576183.375000 Penalty: 4159.768066
	Iteration 48Q: 3 clusters Score -576183.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -576183.500000 Penalty: 4159.768066
	Iteration 49Q: 3 clusters Score -576183.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -576184.937500 Penalty: 4159.768066
	Iteration 50Q: 3 clusters Score -576184.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -576185.812500 Penalty: 4159.768066
	Iteration 51Q: 3 clusters Score -576185.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -576193.187500 Penalty: 4159.768066
	Iteration 52Q: 3 clusters Score -576193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -576195.062500 Penalty: 4159.768066
	Iteration 53Q: 3 clusters Score -576195.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -576198.062500 Penalty: 4159.768066
	Iteration 54Q: 3 clusters Score -576198.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -576201.187500 Penalty: 4159.768066
	Iteration 55Q: 3 clusters Score -576201.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -576203.500000 Penalty: 4159.768066
	Iteration 56Q: 3 clusters Score -576203.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -576205.312500 Penalty: 4159.768066
	Iteration 57Q: 3 clusters Score -576205.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -576206.062500 Penalty: 4159.768066
	Iteration 58Q: 3 clusters Score -576206.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -576206.062500 Penalty: 4159.768066
	Iteration 59F: 3 clusters Score -576206.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -145406.812500 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -145406.8 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 558 members 
Entering Unmasked Estep 
Score: -143493.828125 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -143493.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -143897.812500 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -143897.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -144030.562500 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -144030.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -144115.250000 Penalty: 3482.014648
	Iteration 3Q: 3 clusters Score -144115.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -144256.734375 Penalty: 3482.014648
	Iteration 4F: 3 clusters Score -144256.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -144465.031250 Penalty: 3482.014648
	Iteration 5F: 3 clusters Score -144465 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -144704.328125 Penalty: 3482.014648
	Iteration 6F: 3 clusters Score -144704.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -144804.593750 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -144804.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -144851.359375 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -144851.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -144873.484375 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -144873.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -144894.656250 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -144894.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -144910.453125 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -144910.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -144919.765625 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -144919.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -144919.765625 Penalty: 3482.014648
	Iteration 13F: 3 clusters Score -144919.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Entering Unmasked Estep 
Score: -5705570.500000 Penalty: 2640.920166
	Iteration 0F: 2 clusters Score -5705570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -5676983.000000 Penalty: 5281.840332
	Iteration 0F: 3 clusters Score -5676983 nChanged 19287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -5687659.500000 Penalty: 5281.840332
	Iteration 1F: 3 clusters Score -5687660 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -5688194.000000 Penalty: 5281.840332
	Iteration 2Q: 3 clusters Score -5688194 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -5688670.500000 Penalty: 5281.840332
	Iteration 3Q: 3 clusters Score -5688670 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -5689163.000000 Penalty: 5281.840332
	Iteration 4Q: 3 clusters Score -5689163 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -5689620.500000 Penalty: 5281.840332
	Iteration 5Q: 3 clusters Score -5689620 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -5690218.500000 Penalty: 5281.840332
	Iteration 6Q: 3 clusters Score -5690218 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -5690814.500000 Penalty: 5281.840332
	Iteration 7Q: 3 clusters Score -5690814 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -5691591.500000 Penalty: 5281.840332
	Iteration 8Q: 3 clusters Score -5691592 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -5692462.500000 Penalty: 5281.840332
	Iteration 9Q: 3 clusters Score -5692462 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -5693451.000000 Penalty: 5281.840332
	Iteration 10Q: 3 clusters Score -5693451 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -5694649.500000 Penalty: 5281.840332
	Iteration 11Q: 3 clusters Score -5694650 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -5695968.000000 Penalty: 5281.840332
	Iteration 12Q: 3 clusters Score -5695968 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -5697243.000000 Penalty: 5281.840332
	Iteration 13Q: 3 clusters Score -5697243 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -5698260.000000 Penalty: 5281.840332
	Iteration 14Q: 3 clusters Score -5698260 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -5698994.000000 Penalty: 5281.840332
	Iteration 15Q: 3 clusters Score -5698994 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -5699596.000000 Penalty: 5281.840332
	Iteration 16Q: 3 clusters Score -5699596 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -5700100.500000 Penalty: 5281.840332
	Iteration 17Q: 3 clusters Score -5700100 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -5700594.500000 Penalty: 5281.840332
	Iteration 18Q: 3 clusters Score -5700594 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -5701060.500000 Penalty: 5281.840332
	Iteration 19Q: 3 clusters Score -5701060 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -5701583.500000 Penalty: 5281.840332
	Iteration 20F: 3 clusters Score -5701584 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -5702036.500000 Penalty: 5281.840332
	Iteration 21Q: 3 clusters Score -5702036 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -5702485.000000 Penalty: 5281.840332
	Iteration 22Q: 3 clusters Score -5702485 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -5702892.000000 Penalty: 5281.840332
	Iteration 23Q: 3 clusters Score -5702892 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -5703218.500000 Penalty: 5281.840332
	Iteration 24Q: 3 clusters Score -5703218 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -5703455.000000 Penalty: 5281.840332
	Iteration 25Q: 3 clusters Score -5703455 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -5703618.000000 Penalty: 5281.840332
	Iteration 26Q: 3 clusters Score -5703618 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -5703715.000000 Penalty: 5281.840332
	Iteration 27Q: 3 clusters Score -5703715 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -5703740.500000 Penalty: 5281.840332
	Iteration 28Q: 3 clusters Score -5703740 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -5703772.500000 Penalty: 5281.840332
	Iteration 29Q: 3 clusters Score -5703772 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -5703792.500000 Penalty: 5281.840332
	Iteration 30Q: 3 clusters Score -5703792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -5703821.500000 Penalty: 5281.840332
	Iteration 31Q: 3 clusters Score -5703822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -5703839.500000 Penalty: 5281.840332
	Iteration 32Q: 3 clusters Score -5703840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -5703837.000000 Penalty: 5281.840332
	Iteration 33Q: 3 clusters Score -5703837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -5703852.500000 Penalty: 5281.840332
	Iteration 34Q: 3 clusters Score -5703852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -5703853.500000 Penalty: 5281.840332
	Iteration 35Q: 3 clusters Score -5703854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -5703864.500000 Penalty: 5281.840332
	Iteration 36Q: 3 clusters Score -5703864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -5703865.000000 Penalty: 5281.840332
	Iteration 37Q: 3 clusters Score -5703865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -5703859.500000 Penalty: 5281.840332
	Iteration 38Q: 3 clusters Score -5703860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -5703864.500000 Penalty: 5281.840332
	Iteration 39Q: 3 clusters Score -5703864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -5703869.500000 Penalty: 5281.840332
	Iteration 40F: 3 clusters Score -5703870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -5703870.500000 Penalty: 5281.840332
	Iteration 41Q: 3 clusters Score -5703870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -5703873.500000 Penalty: 5281.840332
	Iteration 42Q: 3 clusters Score -5703874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -5703873.000000 Penalty: 5281.840332
	Iteration 43Q: 3 clusters Score -5703873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -5703875.000000 Penalty: 5281.840332
	Iteration 44Q: 3 clusters Score -5703875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -5703874.500000 Penalty: 5281.840332
	Iteration 45Q: 3 clusters Score -5703874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -5703875.500000 Penalty: 5281.840332
	Iteration 46Q: 3 clusters Score -5703876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -5703875.500000 Penalty: 5281.840332
	Iteration 47Q: 3 clusters Score -5703876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -5703875.500000 Penalty: 5281.840332
	Iteration 48F: 3 clusters Score -5703876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Entering Unmasked Estep 
Score: -2615445.500000 Penalty: 2438.719727
	Iteration 0F: 2 clusters Score -2615446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2602150.250000 Penalty: 4877.439453
	Iteration 0F: 3 clusters Score -2602150 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2606622.000000 Penalty: 4877.439453
	Iteration 1F: 3 clusters Score -2606622 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2607000.500000 Penalty: 4877.439453
	Iteration 2F: 3 clusters Score -2607000 nChanged 825
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2607252.500000 Penalty: 4877.439453
	Iteration 3Q: 3 clusters Score -2607252 nChanged 637
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2607430 nChanged 534
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2607566.750000 Penalty: 4877.439453
	Iteration 5Q: 3 clusters Score -2607567 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2607676 nChanged 445
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -2607811 nChanged 444
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2607939 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2608084 nChanged 430
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Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2608238 nChanged 453
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Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2608403.000000 Penalty: 4877.439453
	Iteration 11Q: 3 clusters Score -2608403 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2608615.500000 Penalty: 4877.439453
	Iteration 12Q: 3 clusters Score -2608616 nChanged 584
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2608885 nChanged 657
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2609161.500000 Penalty: 4877.439453
	Iteration 14Q: 3 clusters Score -2609162 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2609439.500000 Penalty: 4877.439453
	Iteration 15Q: 3 clusters Score -2609440 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2609748.500000 Penalty: 4877.439453
	Iteration 16Q: 3 clusters Score -2609748 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2610095 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2610460.500000 Penalty: 4877.439453
	Iteration 18Q: 3 clusters Score -2610460 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2610810 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2611115.000000 Penalty: 4877.439453
	Iteration 20F: 3 clusters Score -2611115 nChanged 512
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2611286 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2611399 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2611472 nChanged 214
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2611520.500000 Penalty: 4877.439453
	Iteration 24Q: 3 clusters Score -2611520 nChanged 192
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Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2611568 nChanged 211
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2611619.000000 Penalty: 4877.439453
	Iteration 26Q: 3 clusters Score -2611619 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2611670 nChanged 177
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Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2611704 nChanged 152
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Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2611742.250000 Penalty: 4877.439453
	Iteration 29Q: 3 clusters Score -2611742 nChanged 138
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Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2611780 nChanged 137
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Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2611818.500000 Penalty: 4877.439453
	Iteration 31Q: 3 clusters Score -2611818 nChanged 132
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Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2611843 nChanged 121
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Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2611854 nChanged 112
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Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2611876 nChanged 109
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Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2611911 nChanged 102
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Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2611923.250000 Penalty: 4877.439453
	Iteration 36Q: 3 clusters Score -2611923 nChanged 89
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Mstep: Class 1 contains 9150 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2611938 nChanged 91
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Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2611957.500000 Penalty: 4877.439453
	Iteration 38Q: 3 clusters Score -2611958 nChanged 76
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Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2611958 nChanged 73
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Mstep: Class 1 contains 9050 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2611976 nChanged 67
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Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2611980 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2611986 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2611999.250000 Penalty: 4877.439453
	Iteration 43Q: 3 clusters Score -2611999 nChanged 72
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Mstep: Class 1 contains 8848 members 
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Entering Unmasked Estep 
Score: -2612003.500000 Penalty: 4877.439453
	Iteration 44Q: 3 clusters Score -2612004 nChanged 81
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Mstep: Class 1 contains 8775 members 
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Entering Unmasked Estep 
Score: -2612019.250000 Penalty: 4877.439453
	Iteration 45Q: 3 clusters Score -2612019 nChanged 77
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Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2612035 nChanged 85
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Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2612048.500000 Penalty: 4877.439453
	Iteration 47Q: 3 clusters Score -2612048 nChanged 92
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Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2612061 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2612087 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2612089 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2612096 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8283 members 
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Entering Unmasked Estep 
Score: -2612120.250000 Penalty: 4877.439453
	Iteration 52Q: 3 clusters Score -2612120 nChanged 43
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Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2612120 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2612122 nChanged 42
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Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2612133.250000 Penalty: 4877.439453
	Iteration 55Q: 3 clusters Score -2612133 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2612139.500000 Penalty: 4877.439453
	Iteration 56Q: 3 clusters Score -2612140 nChanged 45
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Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2612146.000000 Penalty: 4877.439453
	Iteration 57Q: 3 clusters Score -2612146 nChanged 40
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Mstep: Class 1 contains 8037 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2612148 nChanged 35
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Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2612154.250000 Penalty: 4877.439453
	Iteration 59Q: 3 clusters Score -2612154 nChanged 31
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Mstep: Class 1 contains 7975 members 
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Entering Unmasked Estep 
Score: -2612156.250000 Penalty: 4877.439453
	Iteration 60F: 3 clusters Score -2612156 nChanged 37
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Mstep: Class 1 contains 7944 members 
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Entering Unmasked Estep 
Score: -2612162.750000 Penalty: 4877.439453
	Iteration 61Q: 3 clusters Score -2612163 nChanged 28
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Mstep: Class 1 contains 7916 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2612164 nChanged 30
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Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2612161.000000 Penalty: 4877.439453
	Iteration 63Q: 3 clusters Score -2612161 nChanged 37
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Mstep: Class 1 contains 7849 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2612162 nChanged 38
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Mstep: Class 1 contains 7811 members 
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Entering Unmasked Estep 
Score: -2612170.500000 Penalty: 4877.439453
	Iteration 65Q: 3 clusters Score -2612170 nChanged 26
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Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2612172.250000 Penalty: 4877.439453
	Iteration 66Q: 3 clusters Score -2612172 nChanged 29
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Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2612176.000000 Penalty: 4877.439453
	Iteration 67Q: 3 clusters Score -2612176 nChanged 21
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Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2612177 nChanged 13
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Mstep: Class 1 contains 7724 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2612176 nChanged 17
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Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2612186.500000 Penalty: 4877.439453
	Iteration 70Q: 3 clusters Score -2612186 nChanged 15
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Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2612190.750000 Penalty: 4877.439453
	Iteration 71Q: 3 clusters Score -2612191 nChanged 17
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Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 10972 members 
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	Iteration 72Q: 3 clusters Score -2612192 nChanged 26
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Mstep: Class 1 contains 7653 members 
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Entering Unmasked Estep 
Score: -2612194.250000 Penalty: 4877.439453
	Iteration 73Q: 3 clusters Score -2612194 nChanged 20
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Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2612197.750000 Penalty: 4877.439453
	Iteration 74Q: 3 clusters Score -2612198 nChanged 17
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Mstep: Class 1 contains 7616 members 
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	Iteration 75Q: 3 clusters Score -2612199 nChanged 23
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Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2612206.000000 Penalty: 4877.439453
	Iteration 76Q: 3 clusters Score -2612206 nChanged 13
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Mstep: Class 1 contains 7582 members 
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Score: -2612202.500000 Penalty: 4877.439453
	Iteration 77Q: 3 clusters Score -2612202 nChanged 9
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Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 11076 members 
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	Iteration 78Q: 3 clusters Score -2612204 nChanged 16
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Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2612209.750000 Penalty: 4877.439453
	Iteration 79Q: 3 clusters Score -2612210 nChanged 11
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Mstep: Class 1 contains 7546 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2612206 nChanged 11
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	Iteration 81Q: 3 clusters Score -2612206 nChanged 7
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	Iteration 82Q: 3 clusters Score -2612208 nChanged 4
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	Iteration 83Q: 3 clusters Score -2612204 nChanged 3
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	Iteration 84Q: 3 clusters Score -2612204 nChanged 4
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	Iteration 85Q: 3 clusters Score -2612208 nChanged 8
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2612211 nChanged 10
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2612217 nChanged 12
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Mstep: Class 1 contains 7489 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2612218 nChanged 18
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Mstep: Class 1 contains 7471 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2612218 nChanged 18
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Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2612221 nChanged 14
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2612220 nChanged 19
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2612217 nChanged 25
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2612220 nChanged 21
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Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2612220 nChanged 18
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Mstep: Class 1 contains 7364 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2612222 nChanged 19
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2612227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2612230.500000 Penalty: 4877.439453
	Iteration 97Q: 3 clusters Score -2612230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2612236.750000 Penalty: 4877.439453
	Iteration 98Q: 3 clusters Score -2612237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2612238.250000 Penalty: 4877.439453
	Iteration 99Q: 3 clusters Score -2612238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2612240.000000 Penalty: 4877.439453
	Iteration 100F: 3 clusters Score -2612240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2612239.000000 Penalty: 4877.439453
	Iteration 101Q: 3 clusters Score -2612239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2612245.500000 Penalty: 4877.439453
	Iteration 102Q: 3 clusters Score -2612246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2612240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2612237.250000 Penalty: 4877.439453
	Iteration 104Q: 3 clusters Score -2612237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2612239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2612242.750000 Penalty: 4877.439453
	Iteration 106Q: 3 clusters Score -2612243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2612242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2612241.750000 Penalty: 4877.439453
	Iteration 108Q: 3 clusters Score -2612242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2612242.500000 Penalty: 4877.439453
	Iteration 109Q: 3 clusters Score -2612242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2612242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2612241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2612236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2612245.000000 Penalty: 4877.439453
	Iteration 113Q: 3 clusters Score -2612245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2612253.000000 Penalty: 4877.439453
	Iteration 114Q: 3 clusters Score -2612253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2612257.750000 Penalty: 4877.439453
	Iteration 115Q: 3 clusters Score -2612258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2612260.750000 Penalty: 4877.439453
	Iteration 116Q: 3 clusters Score -2612261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2612261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2612258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2612257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2612255.500000 Penalty: 4877.439453
	Iteration 120F: 3 clusters Score -2612256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2612258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2612258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2612256.000000 Penalty: 4877.439453
	Iteration 123Q: 3 clusters Score -2612256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2612268.750000 Penalty: 4877.439453
	Iteration 124Q: 3 clusters Score -2612269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2612268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2612269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2612269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2612271.000000 Penalty: 4877.439453
	Iteration 128Q: 3 clusters Score -2612271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2612276.750000 Penalty: 4877.439453
	Iteration 129Q: 3 clusters Score -2612277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2612280.250000 Penalty: 4877.439453
	Iteration 130Q: 3 clusters Score -2612280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2612276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2612271.750000 Penalty: 4877.439453
	Iteration 132Q: 3 clusters Score -2612272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2612274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2612276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2612278.250000 Penalty: 4877.439453
	Iteration 135Q: 3 clusters Score -2612278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2612282.000000 Penalty: 4877.439453
	Iteration 136Q: 3 clusters Score -2612282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2612289.000000 Penalty: 4877.439453
	Iteration 137Q: 3 clusters Score -2612289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2612294.000000 Penalty: 4877.439453
	Iteration 138Q: 3 clusters Score -2612294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2612295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2612292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2612292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2612290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2612290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2612291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2612287.750000 Penalty: 4877.439453
	Iteration 145Q: 3 clusters Score -2612288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2612294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2612294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2612290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2612295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2612296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2612296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2612296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2612297.750000 Penalty: 4877.439453
	Iteration 153Q: 3 clusters Score -2612298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2612298 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2612313.500000 Penalty: 4877.439453
	Iteration 155Q: 3 clusters Score -2612314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2612318.000000 Penalty: 4877.439453
	Iteration 156Q: 3 clusters Score -2612318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2612317.250000 Penalty: 4877.439453
	Iteration 157Q: 3 clusters Score -2612317 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2612320.750000 Penalty: 4877.439453
	Iteration 158Q: 3 clusters Score -2612321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2612325.250000 Penalty: 4877.439453
	Iteration 159Q: 3 clusters Score -2612325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2612327.750000 Penalty: 4877.439453
	Iteration 160F: 3 clusters Score -2612328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2612329 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2612329 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2612330.250000 Penalty: 4877.439453
	Iteration 163Q: 3 clusters Score -2612330 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2612332 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2612334.250000 Penalty: 4877.439453
	Iteration 165Q: 3 clusters Score -2612334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2612336 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2612336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2612344.500000 Penalty: 4877.439453
	Iteration 168Q: 3 clusters Score -2612344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2612350 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2612352.500000 Penalty: 4877.439453
	Iteration 170Q: 3 clusters Score -2612352 nChanged 30
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Mstep: Class 1 contains 6095 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2612354 nChanged 37
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Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2612362 nChanged 52
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Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2612361 nChanged 51
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Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2612375.000000 Penalty: 4877.439453
	Iteration 174Q: 3 clusters Score -2612375 nChanged 54
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Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2612383.000000 Penalty: 4877.439453
	Iteration 175Q: 3 clusters Score -2612383 nChanged 65
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Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2612394.500000 Penalty: 4877.439453
	Iteration 176Q: 3 clusters Score -2612394 nChanged 56
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Mstep: Class 2 contains 12867 members 
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	Iteration 177Q: 3 clusters Score -2612406 nChanged 62
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Mstep: Class 1 contains 5720 members 
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	Iteration 178Q: 3 clusters Score -2612411 nChanged 77
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Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2612422 nChanged 81
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Mstep: Class 1 contains 5570 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2612439 nChanged 79
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Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2612453 nChanged 91
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2612465 nChanged 109
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Mstep: Class 1 contains 5291 members 
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	Iteration 183Q: 3 clusters Score -2612490 nChanged 110
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Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2612522 nChanged 122
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Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2612539 nChanged 110
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Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2612581 nChanged 116
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Mstep: Class 1 contains 4833 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2612608 nChanged 121
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Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2612639 nChanged 143
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Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2612678 nChanged 146
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Entering Unmasked Estep 
Score: -2612720.750000 Penalty: 4877.439453
	Iteration 190Q: 3 clusters Score -2612721 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2612759.750000 Penalty: 4877.439453
	Iteration 191Q: 3 clusters Score -2612760 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2612799.500000 Penalty: 4877.439453
	Iteration 192Q: 3 clusters Score -2612800 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2612832.250000 Penalty: 4877.439453
	Iteration 193Q: 3 clusters Score -2612832 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2612868.000000 Penalty: 4877.439453
	Iteration 194Q: 3 clusters Score -2612868 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2612898.500000 Penalty: 4877.439453
	Iteration 195Q: 3 clusters Score -2612898 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2612935.500000 Penalty: 4877.439453
	Iteration 196Q: 3 clusters Score -2612936 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2612975.250000 Penalty: 4877.439453
	Iteration 197Q: 3 clusters Score -2612975 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2613006.750000 Penalty: 4877.439453
	Iteration 198Q: 3 clusters Score -2613007 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2613056.750000 Penalty: 4877.439453
	Iteration 199Q: 3 clusters Score -2613057 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2613096.500000 Penalty: 4877.439453
	Iteration 200F: 3 clusters Score -2613096 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2613132.500000 Penalty: 4877.439453
	Iteration 201Q: 3 clusters Score -2613132 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2613162.250000 Penalty: 4877.439453
	Iteration 202Q: 3 clusters Score -2613162 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2613198.750000 Penalty: 4877.439453
	Iteration 203Q: 3 clusters Score -2613199 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2613228.250000 Penalty: 4877.439453
	Iteration 204Q: 3 clusters Score -2613228 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2613257.750000 Penalty: 4877.439453
	Iteration 205Q: 3 clusters Score -2613258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2613296.000000 Penalty: 4877.439453
	Iteration 206Q: 3 clusters Score -2613296 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2613319.750000 Penalty: 4877.439453
	Iteration 207Q: 3 clusters Score -2613320 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2613355.750000 Penalty: 4877.439453
	Iteration 208Q: 3 clusters Score -2613356 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2613383.500000 Penalty: 4877.439453
	Iteration 209Q: 3 clusters Score -2613384 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2613425.250000 Penalty: 4877.439453
	Iteration 210Q: 3 clusters Score -2613425 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2613446.000000 Penalty: 4877.439453
	Iteration 211Q: 3 clusters Score -2613446 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2613455.250000 Penalty: 4877.439453
	Iteration 212Q: 3 clusters Score -2613455 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2613476.750000 Penalty: 4877.439453
	Iteration 213Q: 3 clusters Score -2613477 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2613486.250000 Penalty: 4877.439453
	Iteration 214Q: 3 clusters Score -2613486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2613491.750000 Penalty: 4877.439453
	Iteration 215Q: 3 clusters Score -2613492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2613514.750000 Penalty: 4877.439453
	Iteration 216Q: 3 clusters Score -2613515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2613524.500000 Penalty: 4877.439453
	Iteration 217Q: 3 clusters Score -2613524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2613535.750000 Penalty: 4877.439453
	Iteration 218Q: 3 clusters Score -2613536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2613541.250000 Penalty: 4877.439453
	Iteration 219Q: 3 clusters Score -2613541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2613549.750000 Penalty: 4877.439453
	Iteration 220F: 3 clusters Score -2613550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2613559.250000 Penalty: 4877.439453
	Iteration 221Q: 3 clusters Score -2613559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2613558.000000 Penalty: 4877.439453
	Iteration 222Q: 3 clusters Score -2613558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2613562.750000 Penalty: 4877.439453
	Iteration 223Q: 3 clusters Score -2613563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2613571.750000 Penalty: 4877.439453
	Iteration 224Q: 3 clusters Score -2613572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2613575.500000 Penalty: 4877.439453
	Iteration 225Q: 3 clusters Score -2613576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2613575.750000 Penalty: 4877.439453
	Iteration 226Q: 3 clusters Score -2613576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2613578.250000 Penalty: 4877.439453
	Iteration 227Q: 3 clusters Score -2613578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2613574.500000 Penalty: 4877.439453
	Iteration 228Q: 3 clusters Score -2613574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2613579.500000 Penalty: 4877.439453
	Iteration 229Q: 3 clusters Score -2613580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2613578.250000 Penalty: 4877.439453
	Iteration 230Q: 3 clusters Score -2613578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2613580.250000 Penalty: 4877.439453
	Iteration 231Q: 3 clusters Score -2613580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2613585.500000 Penalty: 4877.439453
	Iteration 232Q: 3 clusters Score -2613586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2613585.500000 Penalty: 4877.439453
	Iteration 233Q: 3 clusters Score -2613586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2613588.750000 Penalty: 4877.439453
	Iteration 234Q: 3 clusters Score -2613589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2613592.000000 Penalty: 4877.439453
	Iteration 235Q: 3 clusters Score -2613592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2613594.750000 Penalty: 4877.439453
	Iteration 236Q: 3 clusters Score -2613595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2613591.000000 Penalty: 4877.439453
	Iteration 237Q: 3 clusters Score -2613591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2613597.250000 Penalty: 4877.439453
	Iteration 238Q: 3 clusters Score -2613597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2613598.000000 Penalty: 4877.439453
	Iteration 239Q: 3 clusters Score -2613598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2613600.500000 Penalty: 4877.439453
	Iteration 240F: 3 clusters Score -2613600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2613597.750000 Penalty: 4877.439453
	Iteration 241Q: 3 clusters Score -2613598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2613603.000000 Penalty: 4877.439453
	Iteration 242Q: 3 clusters Score -2613603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2613598.500000 Penalty: 4877.439453
	Iteration 243Q: 3 clusters Score -2613598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2613602.250000 Penalty: 4877.439453
	Iteration 244Q: 3 clusters Score -2613602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2613606.500000 Penalty: 4877.439453
	Iteration 245Q: 3 clusters Score -2613606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2613605.250000 Penalty: 4877.439453
	Iteration 246Q: 3 clusters Score -2613605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2613608.750000 Penalty: 4877.439453
	Iteration 247Q: 3 clusters Score -2613609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2613606.000000 Penalty: 4877.439453
	Iteration 248Q: 3 clusters Score -2613606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2613609.000000 Penalty: 4877.439453
	Iteration 249Q: 3 clusters Score -2613609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2613610.000000 Penalty: 4877.439453
	Iteration 250Q: 3 clusters Score -2613610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2613610.000000 Penalty: 4877.439453
	Iteration 251Q: 3 clusters Score -2613610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2613609.250000 Penalty: 4877.439453
	Iteration 252Q: 3 clusters Score -2613609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2613609.500000 Penalty: 4877.439453
	Iteration 253Q: 3 clusters Score -2613610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2613605.750000 Penalty: 4877.439453
	Iteration 254Q: 3 clusters Score -2613606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2613612.000000 Penalty: 4877.439453
	Iteration 255Q: 3 clusters Score -2613612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2613609.000000 Penalty: 4877.439453
	Iteration 256Q: 3 clusters Score -2613609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2613612.250000 Penalty: 4877.439453
	Iteration 257Q: 3 clusters Score -2613612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2613612.250000 Penalty: 4877.439453
	Iteration 258F: 3 clusters Score -2613612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Entering Unmasked Estep 
Score: -2101067.250000 Penalty: 2399.045654
	Iteration 0F: 2 clusters Score -2101067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2089708.625000 Penalty: 4798.091309
	Iteration 0F: 3 clusters Score -2089709 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2093347.750000 Penalty: 4798.091309
	Iteration 1F: 3 clusters Score -2093348 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2093833.500000 Penalty: 4798.091309
	Iteration 2F: 3 clusters Score -2093834 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2094399.625000 Penalty: 4798.091309
	Iteration 3F: 3 clusters Score -2094400 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2095062.000000 Penalty: 4798.091309
	Iteration 4F: 3 clusters Score -2095062 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2095775.125000 Penalty: 4798.091309
	Iteration 5F: 3 clusters Score -2095775 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2096515.625000 Penalty: 4798.091309
	Iteration 6F: 3 clusters Score -2096516 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2097341.750000 Penalty: 4798.091309
	Iteration 7F: 3 clusters Score -2097342 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2098092.000000 Penalty: 4798.091309
	Iteration 8F: 3 clusters Score -2098092 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2098671.750000 Penalty: 4798.091309
	Iteration 9Q: 3 clusters Score -2098672 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2099048.750000 Penalty: 4798.091309
	Iteration 10Q: 3 clusters Score -2099049 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2099253.000000 Penalty: 4798.091309
	Iteration 11Q: 3 clusters Score -2099253 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2099400.000000 Penalty: 4798.091309
	Iteration 12Q: 3 clusters Score -2099400 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2099477.750000 Penalty: 4798.091309
	Iteration 13Q: 3 clusters Score -2099478 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2099536.500000 Penalty: 4798.091309
	Iteration 14Q: 3 clusters Score -2099536 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2099574.500000 Penalty: 4798.091309
	Iteration 15Q: 3 clusters Score -2099574 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2099609.500000 Penalty: 4798.091309
	Iteration 16Q: 3 clusters Score -2099610 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2099637.250000 Penalty: 4798.091309
	Iteration 17Q: 3 clusters Score -2099637 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2099663.750000 Penalty: 4798.091309
	Iteration 18Q: 3 clusters Score -2099664 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2099678.000000 Penalty: 4798.091309
	Iteration 19Q: 3 clusters Score -2099678 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2099701.000000 Penalty: 4798.091309
	Iteration 20F: 3 clusters Score -2099701 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2099713.250000 Penalty: 4798.091309
	Iteration 21Q: 3 clusters Score -2099713 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2099729.250000 Penalty: 4798.091309
	Iteration 22Q: 3 clusters Score -2099729 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2099753.250000 Penalty: 4798.091309
	Iteration 23Q: 3 clusters Score -2099753 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2099768 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2099775 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2099791.500000 Penalty: 4798.091309
	Iteration 26Q: 3 clusters Score -2099792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2099803 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2099811 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2099817.750000 Penalty: 4798.091309
	Iteration 29Q: 3 clusters Score -2099818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2099824.750000 Penalty: 4798.091309
	Iteration 30Q: 3 clusters Score -2099825 nChanged 44
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Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2099837 nChanged 43
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Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2099845.500000 Penalty: 4798.091309
	Iteration 32Q: 3 clusters Score -2099846 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2099852 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2099861.000000 Penalty: 4798.091309
	Iteration 34Q: 3 clusters Score -2099861 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2099868 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2099876 nChanged 30
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Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2099880 nChanged 29
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Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2099883 nChanged 29
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Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2099886 nChanged 16
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Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2099890 nChanged 16
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Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2099889 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2099894 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2099893 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2099896 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2099901 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2099904 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2099903 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2099902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2099906 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2099913.000000 Penalty: 4798.091309
	Iteration 50Q: 3 clusters Score -2099913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2099912 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2099914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2099916.500000 Penalty: 4798.091309
	Iteration 53Q: 3 clusters Score -2099916 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2099919 nChanged 14
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Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2099918 nChanged 11
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Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2099923 nChanged 12
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Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2099920 nChanged 11
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Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2099924 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2099930 nChanged 11
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Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2099927 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2099931 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2099930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2099932.500000 Penalty: 4798.091309
	Iteration 63Q: 3 clusters Score -2099932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2099931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2099933 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2099932 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2099936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2099938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2099944.500000 Penalty: 4798.091309
	Iteration 69Q: 3 clusters Score -2099944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2099940.250000 Penalty: 4798.091309
	Iteration 70Q: 3 clusters Score -2099940 nChanged 11
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Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2099947 nChanged 10
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Mstep: Class 1 contains 4930 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2099944 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2099947 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2099944 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2099946 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2099944 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2099950 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 11032 members 
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	Iteration 78Q: 3 clusters Score -2099955 nChanged 11
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Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 11041 members 
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	Iteration 79Q: 3 clusters Score -2099954 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2099960.500000 Penalty: 4798.091309
	Iteration 80F: 3 clusters Score -2099960 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2099960 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2099961.750000 Penalty: 4798.091309
	Iteration 82Q: 3 clusters Score -2099962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2099965 nChanged 14
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Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2099967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2099970 nChanged 16
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Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2099974 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2099977.500000 Penalty: 4798.091309
	Iteration 87Q: 3 clusters Score -2099978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2099980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 11200 members 
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	Iteration 89Q: 3 clusters Score -2099988 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2099988 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2099997 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2100002 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2100002 nChanged 31
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Mstep: Class 1 contains 4541 members 
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Entering Unmasked Estep 
Score: -2100014.250000 Penalty: 4798.091309
	Iteration 94Q: 3 clusters Score -2100014 nChanged 34
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Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2100021.000000 Penalty: 4798.091309
	Iteration 95Q: 3 clusters Score -2100021 nChanged 29
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Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2100026.250000 Penalty: 4798.091309
	Iteration 96Q: 3 clusters Score -2100026 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2100032 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4436 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2100032 nChanged 30
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Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2100042.250000 Penalty: 4798.091309
	Iteration 99Q: 3 clusters Score -2100042 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2100049 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2100062 nChanged 39
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Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2100070 nChanged 29
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Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2100071 nChanged 26
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Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2100075.500000 Penalty: 4798.091309
	Iteration 104Q: 3 clusters Score -2100076 nChanged 30
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Mstep: Class 1 contains 4220 members 
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Entering Unmasked Estep 
Score: -2100085.250000 Penalty: 4798.091309
	Iteration 105Q: 3 clusters Score -2100085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2100088 nChanged 37
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Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2100100 nChanged 32
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Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2100100 nChanged 23
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Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2100108 nChanged 20
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Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2100112 nChanged 26
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Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2100112 nChanged 21
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Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2100118 nChanged 27
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Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2100129.500000 Penalty: 4798.091309
	Iteration 113Q: 3 clusters Score -2100130 nChanged 36
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Mstep: Class 1 contains 3971 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2100134 nChanged 36
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Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2100146.500000 Penalty: 4798.091309
	Iteration 115Q: 3 clusters Score -2100146 nChanged 37
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Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2100150.500000 Penalty: 4798.091309
	Iteration 116Q: 3 clusters Score -2100150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2100162.000000 Penalty: 4798.091309
	Iteration 117Q: 3 clusters Score -2100162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2100167.250000 Penalty: 4798.091309
	Iteration 118Q: 3 clusters Score -2100167 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2100173.250000 Penalty: 4798.091309
	Iteration 119Q: 3 clusters Score -2100173 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2100188.750000 Penalty: 4798.091309
	Iteration 120F: 3 clusters Score -2100189 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2100192.750000 Penalty: 4798.091309
	Iteration 121Q: 3 clusters Score -2100193 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2100202.000000 Penalty: 4798.091309
	Iteration 122Q: 3 clusters Score -2100202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2100213.250000 Penalty: 4798.091309
	Iteration 123Q: 3 clusters Score -2100213 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2100214.000000 Penalty: 4798.091309
	Iteration 124Q: 3 clusters Score -2100214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2100238.750000 Penalty: 4798.091309
	Iteration 125Q: 3 clusters Score -2100239 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2100251.000000 Penalty: 4798.091309
	Iteration 126Q: 3 clusters Score -2100251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2100258.000000 Penalty: 4798.091309
	Iteration 127Q: 3 clusters Score -2100258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2100267.750000 Penalty: 4798.091309
	Iteration 128Q: 3 clusters Score -2100268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2100277.250000 Penalty: 4798.091309
	Iteration 129Q: 3 clusters Score -2100277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2100285.000000 Penalty: 4798.091309
	Iteration 130Q: 3 clusters Score -2100285 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2100296.500000 Penalty: 4798.091309
	Iteration 131Q: 3 clusters Score -2100296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2100304.250000 Penalty: 4798.091309
	Iteration 132Q: 3 clusters Score -2100304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2100310.000000 Penalty: 4798.091309
	Iteration 133Q: 3 clusters Score -2100310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2100312.000000 Penalty: 4798.091309
	Iteration 134Q: 3 clusters Score -2100312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2100321.750000 Penalty: 4798.091309
	Iteration 135Q: 3 clusters Score -2100322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2100328.000000 Penalty: 4798.091309
	Iteration 136Q: 3 clusters Score -2100328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2100330.250000 Penalty: 4798.091309
	Iteration 137Q: 3 clusters Score -2100330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2100337.250000 Penalty: 4798.091309
	Iteration 138Q: 3 clusters Score -2100337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2100337.250000 Penalty: 4798.091309
	Iteration 139Q: 3 clusters Score -2100337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2100337.750000 Penalty: 4798.091309
	Iteration 140F: 3 clusters Score -2100338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2100340.000000 Penalty: 4798.091309
	Iteration 141Q: 3 clusters Score -2100340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2100339.250000 Penalty: 4798.091309
	Iteration 142Q: 3 clusters Score -2100339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2100340.500000 Penalty: 4798.091309
	Iteration 143Q: 3 clusters Score -2100340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2100342.250000 Penalty: 4798.091309
	Iteration 144Q: 3 clusters Score -2100342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2100343.000000 Penalty: 4798.091309
	Iteration 145Q: 3 clusters Score -2100343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2100344.000000 Penalty: 4798.091309
	Iteration 146Q: 3 clusters Score -2100344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2100350.250000 Penalty: 4798.091309
	Iteration 147Q: 3 clusters Score -2100350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2100350.500000 Penalty: 4798.091309
	Iteration 148Q: 3 clusters Score -2100350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2100358.250000 Penalty: 4798.091309
	Iteration 149Q: 3 clusters Score -2100358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2100360.000000 Penalty: 4798.091309
	Iteration 150Q: 3 clusters Score -2100360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2100357.250000 Penalty: 4798.091309
	Iteration 151Q: 3 clusters Score -2100357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2100359.500000 Penalty: 4798.091309
	Iteration 152Q: 3 clusters Score -2100360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2100364.250000 Penalty: 4798.091309
	Iteration 153Q: 3 clusters Score -2100364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2100368.500000 Penalty: 4798.091309
	Iteration 154Q: 3 clusters Score -2100368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2100373.000000 Penalty: 4798.091309
	Iteration 155Q: 3 clusters Score -2100373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2100375.250000 Penalty: 4798.091309
	Iteration 156Q: 3 clusters Score -2100375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2100377.000000 Penalty: 4798.091309
	Iteration 157Q: 3 clusters Score -2100377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2100374.750000 Penalty: 4798.091309
	Iteration 158Q: 3 clusters Score -2100375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2100376.750000 Penalty: 4798.091309
	Iteration 159Q: 3 clusters Score -2100377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2100376.000000 Penalty: 4798.091309
	Iteration 160F: 3 clusters Score -2100376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2100379.250000 Penalty: 4798.091309
	Iteration 161Q: 3 clusters Score -2100379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2100381.000000 Penalty: 4798.091309
	Iteration 162Q: 3 clusters Score -2100381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2100382.250000 Penalty: 4798.091309
	Iteration 163Q: 3 clusters Score -2100382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2100384.000000 Penalty: 4798.091309
	Iteration 164Q: 3 clusters Score -2100384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2100379.750000 Penalty: 4798.091309
	Iteration 165Q: 3 clusters Score -2100380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2100383.000000 Penalty: 4798.091309
	Iteration 166Q: 3 clusters Score -2100383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2100383.000000 Penalty: 4798.091309
	Iteration 167Q: 3 clusters Score -2100383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2100386.000000 Penalty: 4798.091309
	Iteration 168Q: 3 clusters Score -2100386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2100388.250000 Penalty: 4798.091309
	Iteration 169Q: 3 clusters Score -2100388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2100387.500000 Penalty: 4798.091309
	Iteration 170Q: 3 clusters Score -2100388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2100387.250000 Penalty: 4798.091309
	Iteration 171Q: 3 clusters Score -2100387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2100387.000000 Penalty: 4798.091309
	Iteration 172Q: 3 clusters Score -2100387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2100386.500000 Penalty: 4798.091309
	Iteration 173Q: 3 clusters Score -2100386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2100386.000000 Penalty: 4798.091309
	Iteration 174Q: 3 clusters Score -2100386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2100385.750000 Penalty: 4798.091309
	Iteration 175Q: 3 clusters Score -2100386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2100383.250000 Penalty: 4798.091309
	Iteration 176Q: 3 clusters Score -2100383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2100388.250000 Penalty: 4798.091309
	Iteration 177Q: 3 clusters Score -2100388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2100390.000000 Penalty: 4798.091309
	Iteration 178Q: 3 clusters Score -2100390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2100389.000000 Penalty: 4798.091309
	Iteration 179Q: 3 clusters Score -2100389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2100389.500000 Penalty: 4798.091309
	Iteration 180F: 3 clusters Score -2100390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2100389.250000 Penalty: 4798.091309
	Iteration 181Q: 3 clusters Score -2100389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2100389.250000 Penalty: 4798.091309
	Iteration 182Q: 3 clusters Score -2100389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2100387.750000 Penalty: 4798.091309
	Iteration 183Q: 3 clusters Score -2100388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2100387.750000 Penalty: 4798.091309
	Iteration 184F: 3 clusters Score -2100388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (148045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148045 members 
Entering Unmasked Estep 
Score: -20633910.000000 Penalty: 2952.507324
	Iteration 0F: 2 clusters Score -2.063391e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74005 members 
Mstep: Class 2 contains 74040 members 
Entering Unmasked Estep 
Score: -20537276.000000 Penalty: 5905.014648
	Iteration 0F: 3 clusters Score -2.053728e+07 nChanged 70971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74838 members 
Mstep: Class 2 contains 73207 members 
Entering Unmasked Estep 
Score: -20578694.000000 Penalty: 5905.014648
	Iteration 1F: 3 clusters Score -2.057869e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75291 members 
Mstep: Class 2 contains 72754 members 
Entering Unmasked Estep 
Score: -20579908.000000 Penalty: 5905.014648
	Iteration 2Q: 3 clusters Score -2.057991e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76148 members 
Mstep: Class 2 contains 71897 members 
Entering Unmasked Estep 
Score: -20581388.000000 Penalty: 5905.014648
	Iteration 3Q: 3 clusters Score -2.058139e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77503 members 
Mstep: Class 2 contains 70542 members 
Entering Unmasked Estep 
Score: -20583176.000000 Penalty: 5905.014648
	Iteration 4Q: 3 clusters Score -2.058318e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79650 members 
Mstep: Class 2 contains 68395 members 
Entering Unmasked Estep 
Score: -20585324.000000 Penalty: 5905.014648
	Iteration 5Q: 3 clusters Score -2.058532e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82859 members 
Mstep: Class 2 contains 65186 members 
Entering Unmasked Estep 
Score: -20588034.000000 Penalty: 5905.014648
	Iteration 6Q: 3 clusters Score -2.058803e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87200 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -20591878.000000 Penalty: 5905.014648
	Iteration 7F: 3 clusters Score -2.059188e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92781 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
Score: -20597142.000000 Penalty: 5905.014648
	Iteration 8F: 3 clusters Score -2.059714e+07 nChanged 9463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99400 members 
Mstep: Class 2 contains 48645 members 
Entering Unmasked Estep 
Score: -20603684.000000 Penalty: 5905.014648
	Iteration 9F: 3 clusters Score -2.060368e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106125 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -20610830.000000 Penalty: 5905.014648
	Iteration 10F: 3 clusters Score -2.061083e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112222 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -20617098.000000 Penalty: 5905.014648
	Iteration 11F: 3 clusters Score -2.06171e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117049 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -20621626.000000 Penalty: 5905.014648
	Iteration 12Q: 3 clusters Score -2.062163e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120960 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -20624472.000000 Penalty: 5905.014648
	Iteration 13Q: 3 clusters Score -2.062447e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124280 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -20626504.000000 Penalty: 5905.014648
	Iteration 14Q: 3 clusters Score -2.06265e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127207 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -20627870.000000 Penalty: 5905.014648
	Iteration 15Q: 3 clusters Score -2.062787e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129806 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -20629076.000000 Penalty: 5905.014648
	Iteration 16Q: 3 clusters Score -2.062908e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132144 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -20630150.000000 Penalty: 5905.014648
	Iteration 17Q: 3 clusters Score -2.063015e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134190 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -20630916.000000 Penalty: 5905.014648
	Iteration 18Q: 3 clusters Score -2.063092e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135967 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -20631568.000000 Penalty: 5905.014648
	Iteration 19Q: 3 clusters Score -2.063157e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137494 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -20632036.000000 Penalty: 5905.014648
	Iteration 20F: 3 clusters Score -2.063204e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138745 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -20632432.000000 Penalty: 5905.014648
	Iteration 21Q: 3 clusters Score -2.063243e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139818 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -20632686.000000 Penalty: 5905.014648
	Iteration 22Q: 3 clusters Score -2.063269e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140689 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -20632792.000000 Penalty: 5905.014648
	Iteration 23Q: 3 clusters Score -2.063279e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141384 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -20632848.000000 Penalty: 5905.014648
	Iteration 24Q: 3 clusters Score -2.063285e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142029 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -20632906.000000 Penalty: 5905.014648
	Iteration 25Q: 3 clusters Score -2.063291e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142532 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -20632926.000000 Penalty: 5905.014648
	Iteration 26Q: 3 clusters Score -2.063293e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142964 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -20633010.000000 Penalty: 5905.014648
	Iteration 27Q: 3 clusters Score -2.063301e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143318 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -20632996.000000 Penalty: 5905.014648
	Iteration 28Q: 3 clusters Score -2.0633e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143607 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -20633026.000000 Penalty: 5905.014648
	Iteration 29Q: 3 clusters Score -2.063303e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143869 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -20633004.000000 Penalty: 5905.014648
	Iteration 30Q: 3 clusters Score -2.0633e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144103 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -20632998.000000 Penalty: 5905.014648
	Iteration 31Q: 3 clusters Score -2.0633e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144313 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -20632974.000000 Penalty: 5905.014648
	Iteration 32Q: 3 clusters Score -2.063297e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144478 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -20632980.000000 Penalty: 5905.014648
	Iteration 33Q: 3 clusters Score -2.063298e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144625 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -20632944.000000 Penalty: 5905.014648
	Iteration 34Q: 3 clusters Score -2.063294e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144759 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -20632902.000000 Penalty: 5905.014648
	Iteration 35Q: 3 clusters Score -2.06329e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144879 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -20632896.000000 Penalty: 5905.014648
	Iteration 36Q: 3 clusters Score -2.06329e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144990 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -20632882.000000 Penalty: 5905.014648
	Iteration 37Q: 3 clusters Score -2.063288e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145081 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -20632862.000000 Penalty: 5905.014648
	Iteration 38Q: 3 clusters Score -2.063286e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145156 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -20632856.000000 Penalty: 5905.014648
	Iteration 39Q: 3 clusters Score -2.063286e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145218 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -20632862.000000 Penalty: 5905.014648
	Iteration 40F: 3 clusters Score -2.063286e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145279 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -20632864.000000 Penalty: 5905.014648
	Iteration 41Q: 3 clusters Score -2.063286e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145328 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -20632830.000000 Penalty: 5905.014648
	Iteration 42Q: 3 clusters Score -2.063283e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145383 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -20632810.000000 Penalty: 5905.014648
	Iteration 43Q: 3 clusters Score -2.063281e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145429 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -20632808.000000 Penalty: 5905.014648
	Iteration 44Q: 3 clusters Score -2.063281e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145473 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -20632758.000000 Penalty: 5905.014648
	Iteration 45Q: 3 clusters Score -2.063276e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145503 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -20632770.000000 Penalty: 5905.014648
	Iteration 46Q: 3 clusters Score -2.063277e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145540 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -20632768.000000 Penalty: 5905.014648
	Iteration 47Q: 3 clusters Score -2.063277e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145567 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -20632776.000000 Penalty: 5905.014648
	Iteration 48Q: 3 clusters Score -2.063278e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145594 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -20632756.000000 Penalty: 5905.014648
	Iteration 49Q: 3 clusters Score -2.063276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145610 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -20632726.000000 Penalty: 5905.014648
	Iteration 50Q: 3 clusters Score -2.063273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145623 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -20632744.000000 Penalty: 5905.014648
	Iteration 51Q: 3 clusters Score -2.063274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145629 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -20632732.000000 Penalty: 5905.014648
	Iteration 52Q: 3 clusters Score -2.063273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145636 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -20632720.000000 Penalty: 5905.014648
	Iteration 53Q: 3 clusters Score -2.063272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145644 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -20632716.000000 Penalty: 5905.014648
	Iteration 54Q: 3 clusters Score -2.063272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145652 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -20632718.000000 Penalty: 5905.014648
	Iteration 55Q: 3 clusters Score -2.063272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145659 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -20632708.000000 Penalty: 5905.014648
	Iteration 56Q: 3 clusters Score -2.063271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145667 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -20632714.000000 Penalty: 5905.014648
	Iteration 57Q: 3 clusters Score -2.063271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145669 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -20632712.000000 Penalty: 5905.014648
	Iteration 58Q: 3 clusters Score -2.063271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145671 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -20632712.000000 Penalty: 5905.014648
	Iteration 59Q: 3 clusters Score -2.063271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145673 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -20632716.000000 Penalty: 5905.014648
	Iteration 60F: 3 clusters Score -2.063272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145674 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -20632714.000000 Penalty: 5905.014648
	Iteration 61Q: 3 clusters Score -2.063271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145675 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -20632714.000000 Penalty: 5905.014648
	Iteration 62Q: 3 clusters Score -2.063271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145677 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -20632718.000000 Penalty: 5905.014648
	Iteration 63Q: 3 clusters Score -2.063272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145679 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -20632720.000000 Penalty: 5905.014648
	Iteration 64Q: 3 clusters Score -2.063272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145680 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -20632714.000000 Penalty: 5905.014648
	Iteration 65Q: 3 clusters Score -2.063271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145682 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -20632714.000000 Penalty: 5905.014648
	Iteration 66Q: 3 clusters Score -2.063271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145683 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -20632726.000000 Penalty: 5905.014648
	Iteration 67Q: 3 clusters Score -2.063273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145684 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -20632720.000000 Penalty: 5905.014648
	Iteration 68Q: 3 clusters Score -2.063272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145685 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -20632730.000000 Penalty: 5905.014648
	Iteration 69Q: 3 clusters Score -2.063273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145688 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -20632724.000000 Penalty: 5905.014648
	Iteration 70Q: 3 clusters Score -2.063272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145689 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -20632724.000000 Penalty: 5905.014648
	Iteration 71Q: 3 clusters Score -2.063272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145691 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -20632722.000000 Penalty: 5905.014648
	Iteration 72Q: 3 clusters Score -2.063272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145691 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -20632722.000000 Penalty: 5905.014648
	Iteration 73F: 3 clusters Score -2.063272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -50768.683594 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -50768.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49378.406250 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -49378.41 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49560.246094 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -49560.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49627.496094 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -49627.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49660.925781 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -49660.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49676.695312 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -49676.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49684.242188 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -49684.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49685.273438 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -49685.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49685.273438 Penalty: 2982.802734
	Iteration 7F: 3 clusters Score -49685.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (200321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200321 members 
Entering Unmasked Estep 
Score: -27997698.000000 Penalty: 3027.503662
	Iteration 0F: 2 clusters Score -2.79977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100172 members 
Mstep: Class 2 contains 100149 members 
Entering Unmasked Estep 
Score: -27875756.000000 Penalty: 6055.007324
	Iteration 0F: 3 clusters Score -2.787576e+07 nChanged 96345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98863 members 
Mstep: Class 2 contains 101458 members 
Entering Unmasked Estep 
Score: -27931614.000000 Penalty: 6055.007324
	Iteration 1F: 3 clusters Score -2.793161e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97841 members 
Mstep: Class 2 contains 102480 members 
Entering Unmasked Estep 
Score: -27932610.000000 Penalty: 6055.007324
	Iteration 2Q: 3 clusters Score -2.793261e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96188 members 
Mstep: Class 2 contains 104133 members 
Entering Unmasked Estep 
Score: -27933842.000000 Penalty: 6055.007324
	Iteration 3Q: 3 clusters Score -2.793384e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93733 members 
Mstep: Class 2 contains 106588 members 
Entering Unmasked Estep 
Score: -27935428.000000 Penalty: 6055.007324
	Iteration 4Q: 3 clusters Score -2.793543e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90087 members 
Mstep: Class 2 contains 110234 members 
Entering Unmasked Estep 
Score: -27937570.000000 Penalty: 6055.007324
	Iteration 5Q: 3 clusters Score -2.793757e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84836 members 
Mstep: Class 2 contains 115485 members 
Entering Unmasked Estep 
Score: -27940312.000000 Penalty: 6055.007324
	Iteration 6Q: 3 clusters Score -2.794031e+07 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 122649 members 
Entering Unmasked Estep 
Score: -27944390.000000 Penalty: 6055.007324
	Iteration 7Q: 3 clusters Score -2.794439e+07 nChanged 11207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68215 members 
Mstep: Class 2 contains 132106 members 
Entering Unmasked Estep 
Score: -27950020.000000 Penalty: 6055.007324
	Iteration 8F: 3 clusters Score -2.795002e+07 nChanged 12611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 143725 members 
Entering Unmasked Estep 
Score: -27957000.000000 Penalty: 6055.007324
	Iteration 9F: 3 clusters Score -2.7957e+07 nChanged 13463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 156782 members 
Entering Unmasked Estep 
Score: -27965176.000000 Penalty: 6055.007324
	Iteration 10F: 3 clusters Score -2.796518e+07 nChanged 13605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 170321 members 
Entering Unmasked Estep 
Score: -27973184.000000 Penalty: 6055.007324
	Iteration 11F: 3 clusters Score -2.797318e+07 nChanged 12478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 182793 members 
Entering Unmasked Estep 
Score: -27981812.000000 Penalty: 6055.007324
	Iteration 12F: 3 clusters Score -2.798181e+07 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 192108 members 
Entering Unmasked Estep 
Score: -27988778.000000 Penalty: 6055.007324
	Iteration 13Q: 3 clusters Score -2.798878e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 197165 members 
Entering Unmasked Estep 
Score: -27992636.000000 Penalty: 6055.007324
	Iteration 14Q: 3 clusters Score -2.799264e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 199093 members 
Entering Unmasked Estep 
Score: -27994108.000000 Penalty: 6055.007324
	Iteration 15Q: 3 clusters Score -2.799411e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 199682 members 
Entering Unmasked Estep 
Score: -27994740.000000 Penalty: 6055.007324
	Iteration 16Q: 3 clusters Score -2.799474e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 199896 members 
Entering Unmasked Estep 
Score: -27994884.000000 Penalty: 6055.007324
	Iteration 17Q: 3 clusters Score -2.799488e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 199951 members 
Entering Unmasked Estep 
Score: -27994970.000000 Penalty: 6055.007324
	Iteration 18Q: 3 clusters Score -2.799497e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 199981 members 
Entering Unmasked Estep 
Score: -27995006.000000 Penalty: 6055.007324
	Iteration 19Q: 3 clusters Score -2.799501e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 199997 members 
Entering Unmasked Estep 
Score: -27995040.000000 Penalty: 6055.007324
	Iteration 20F: 3 clusters Score -2.799504e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 200006 members 
Entering Unmasked Estep 
Score: -27995070.000000 Penalty: 6055.007324
	Iteration 21Q: 3 clusters Score -2.799507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 200014 members 
Entering Unmasked Estep 
Score: -27995086.000000 Penalty: 6055.007324
	Iteration 22Q: 3 clusters Score -2.799509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 200021 members 
Entering Unmasked Estep 
Score: -27995090.000000 Penalty: 6055.007324
	Iteration 23Q: 3 clusters Score -2.799509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 200027 members 
Entering Unmasked Estep 
Score: -27995102.000000 Penalty: 6055.007324
	Iteration 24Q: 3 clusters Score -2.79951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 200030 members 
Entering Unmasked Estep 
Score: -27995110.000000 Penalty: 6055.007324
	Iteration 25Q: 3 clusters Score -2.799511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 200031 members 
Entering Unmasked Estep 
Score: -27995104.000000 Penalty: 6055.007324
	Iteration 26Q: 3 clusters Score -2.79951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 200031 members 
Entering Unmasked Estep 
Score: -27995108.000000 Penalty: 6055.007324
	Iteration 27Q: 3 clusters Score -2.799511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 200031 members 
Entering Unmasked Estep 
Score: -27995108.000000 Penalty: 6055.007324
	Iteration 28F: 3 clusters Score -2.799511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3670 members 
Mstep: Class 3 contains 7280 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 89908 members 
Mstep: Class 6 contains 6053 members 
Mstep: Class 7 contains 23411 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291368 members 
Mstep: Class 10 contains 69815 members 
Mstep: Class 11 contains 41597 members 
Mstep: Class 12 contains 27658 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42145 members 
Mstep: Class 18 contains 18649 members 
Mstep: Class 19 contains 15892 members 
Mstep: Class 20 contains 148045 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800768.000000 Penalty: 75362.250000
Iteration 199Q: 23 clusters Score -1.358008e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3675 members 
Mstep: Class 3 contains 7287 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 90438 members 
Mstep: Class 6 contains 6067 members 
Mstep: Class 7 contains 23399 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291400 members 
Mstep: Class 10 contains 69717 members 
Mstep: Class 11 contains 41602 members 
Mstep: Class 12 contains 27665 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42142 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 15888 members 
Mstep: Class 20 contains 147586 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800736.000000 Penalty: 75362.250000
Iteration 200F: 23 clusters Score -1.358007e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3688 members 
Mstep: Class 3 contains 7289 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 90948 members 
Mstep: Class 6 contains 6078 members 
Mstep: Class 7 contains 23378 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291422 members 
Mstep: Class 10 contains 69638 members 
Mstep: Class 11 contains 41605 members 
Mstep: Class 12 contains 27658 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42132 members 
Mstep: Class 18 contains 18651 members 
Mstep: Class 19 contains 15890 members 
Mstep: Class 20 contains 147158 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800544.000000 Penalty: 75362.250000
Iteration 201Q: 23 clusters Score -1.358005e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 7286 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 91472 members 
Mstep: Class 6 contains 6088 members 
Mstep: Class 7 contains 23367 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291445 members 
Mstep: Class 10 contains 69547 members 
Mstep: Class 11 contains 41611 members 
Mstep: Class 12 contains 27657 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42129 members 
Mstep: Class 18 contains 18653 members 
Mstep: Class 19 contains 15892 members 
Mstep: Class 20 contains 146714 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800368.000000 Penalty: 75362.250000
Iteration 202Q: 23 clusters Score -1.358004e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3697 members 
Mstep: Class 3 contains 7284 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 91992 members 
Mstep: Class 6 contains 6095 members 
Mstep: Class 7 contains 23354 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291432 members 
Mstep: Class 10 contains 69448 members 
Mstep: Class 11 contains 41621 members 
Mstep: Class 12 contains 27656 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42135 members 
Mstep: Class 18 contains 18651 members 
Mstep: Class 19 contains 15894 members 
Mstep: Class 20 contains 146302 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800592.000000 Penalty: 75362.250000
Iteration 203Q: 23 clusters Score -1.358006e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3708 members 
Mstep: Class 3 contains 7284 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 92444 members 
Mstep: Class 6 contains 6103 members 
Mstep: Class 7 contains 23338 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291411 members 
Mstep: Class 10 contains 69378 members 
Mstep: Class 11 contains 41628 members 
Mstep: Class 12 contains 27649 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42135 members 
Mstep: Class 18 contains 18652 members 
Mstep: Class 19 contains 15890 members 
Mstep: Class 20 contains 145942 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800480.000000 Penalty: 75362.250000
Iteration 204Q: 23 clusters Score -1.358005e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3714 members 
Mstep: Class 3 contains 7278 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 92901 members 
Mstep: Class 6 contains 6107 members 
Mstep: Class 7 contains 23326 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291391 members 
Mstep: Class 10 contains 69287 members 
Mstep: Class 11 contains 41634 members 
Mstep: Class 12 contains 27646 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42124 members 
Mstep: Class 18 contains 18654 members 
Mstep: Class 19 contains 15885 members 
Mstep: Class 20 contains 145589 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800592.000000 Penalty: 75362.250000
Iteration 205Q: 23 clusters Score -1.358006e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 7275 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 93312 members 
Mstep: Class 6 contains 6113 members 
Mstep: Class 7 contains 23310 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291380 members 
Mstep: Class 10 contains 69211 members 
Mstep: Class 11 contains 41637 members 
Mstep: Class 12 contains 27644 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42125 members 
Mstep: Class 18 contains 18649 members 
Mstep: Class 19 contains 15882 members 
Mstep: Class 20 contains 145272 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800736.000000 Penalty: 75362.250000
Iteration 206Q: 23 clusters Score -1.358007e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 7271 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 93757 members 
Mstep: Class 6 contains 6119 members 
Mstep: Class 7 contains 23294 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291363 members 
Mstep: Class 10 contains 69130 members 
Mstep: Class 11 contains 41639 members 
Mstep: Class 12 contains 27638 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42124 members 
Mstep: Class 18 contains 18656 members 
Mstep: Class 19 contains 15884 members 
Mstep: Class 20 contains 144931 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800800.000000 Penalty: 75362.250000
Iteration 207Q: 23 clusters Score -1.358008e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3726 members 
Mstep: Class 3 contains 7261 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 94220 members 
Mstep: Class 6 contains 6126 members 
Mstep: Class 7 contains 23278 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291351 members 
Mstep: Class 10 contains 69061 members 
Mstep: Class 11 contains 41642 members 
Mstep: Class 12 contains 27632 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42124 members 
Mstep: Class 18 contains 18658 members 
Mstep: Class 19 contains 15880 members 
Mstep: Class 20 contains 144569 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800672.000000 Penalty: 75362.250000
Iteration 208Q: 23 clusters Score -1.358007e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3731 members 
Mstep: Class 3 contains 7262 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 94684 members 
Mstep: Class 6 contains 6134 members 
Mstep: Class 7 contains 23271 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291334 members 
Mstep: Class 10 contains 68977 members 
Mstep: Class 11 contains 41647 members 
Mstep: Class 12 contains 27626 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42126 members 
Mstep: Class 18 contains 18665 members 
Mstep: Class 19 contains 15876 members 
Mstep: Class 20 contains 144200 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800752.000000 Penalty: 75362.250000
Iteration 209Q: 23 clusters Score -1.358008e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3740 members 
Mstep: Class 3 contains 7256 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 95151 members 
Mstep: Class 6 contains 6139 members 
Mstep: Class 7 contains 23261 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291322 members 
Mstep: Class 10 contains 68906 members 
Mstep: Class 11 contains 41652 members 
Mstep: Class 12 contains 27622 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42125 members 
Mstep: Class 18 contains 18669 members 
Mstep: Class 19 contains 15877 members 
Mstep: Class 20 contains 143809 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800880.000000 Penalty: 75362.250000
Iteration 210Q: 23 clusters Score -1.358009e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3755 members 
Mstep: Class 3 contains 7251 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 95642 members 
Mstep: Class 6 contains 6142 members 
Mstep: Class 7 contains 23255 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291312 members 
Mstep: Class 10 contains 68823 members 
Mstep: Class 11 contains 41646 members 
Mstep: Class 12 contains 27616 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42127 members 
Mstep: Class 18 contains 18666 members 
Mstep: Class 19 contains 15882 members 
Mstep: Class 20 contains 143407 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800928.000000 Penalty: 75362.250000
Iteration 211Q: 23 clusters Score -1.358009e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3761 members 
Mstep: Class 3 contains 7250 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 96146 members 
Mstep: Class 6 contains 6144 members 
Mstep: Class 7 contains 23250 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291293 members 
Mstep: Class 10 contains 68718 members 
Mstep: Class 11 contains 41651 members 
Mstep: Class 12 contains 27614 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42134 members 
Mstep: Class 18 contains 18662 members 
Mstep: Class 19 contains 15887 members 
Mstep: Class 20 contains 143006 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800704.000000 Penalty: 75362.250000
Iteration 212Q: 23 clusters Score -1.358007e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3776 members 
Mstep: Class 3 contains 7250 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 96667 members 
Mstep: Class 6 contains 6147 members 
Mstep: Class 7 contains 23237 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291290 members 
Mstep: Class 10 contains 68604 members 
Mstep: Class 11 contains 41658 members 
Mstep: Class 12 contains 27615 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4378 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42146 members 
Mstep: Class 18 contains 18657 members 
Mstep: Class 19 contains 15879 members 
Mstep: Class 20 contains 142597 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800800.000000 Penalty: 75362.250000
Iteration 213Q: 23 clusters Score -1.358008e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3799 members 
Mstep: Class 3 contains 7253 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 97233 members 
Mstep: Class 6 contains 6151 members 
Mstep: Class 7 contains 23225 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291272 members 
Mstep: Class 10 contains 68499 members 
Mstep: Class 11 contains 41658 members 
Mstep: Class 12 contains 27614 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42150 members 
Mstep: Class 18 contains 18661 members 
Mstep: Class 19 contains 15863 members 
Mstep: Class 20 contains 142125 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800848.000000 Penalty: 75362.250000
Iteration 214Q: 23 clusters Score -1.358008e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3815 members 
Mstep: Class 3 contains 7256 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 97765 members 
Mstep: Class 6 contains 6158 members 
Mstep: Class 7 contains 23208 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291285 members 
Mstep: Class 10 contains 68388 members 
Mstep: Class 11 contains 41658 members 
Mstep: Class 12 contains 27613 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42155 members 
Mstep: Class 18 contains 18659 members 
Mstep: Class 19 contains 15856 members 
Mstep: Class 20 contains 141689 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800656.000000 Penalty: 75362.250000
Iteration 215Q: 23 clusters Score -1.358007e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3831 members 
Mstep: Class 3 contains 7257 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 98296 members 
Mstep: Class 6 contains 6171 members 
Mstep: Class 7 contains 23194 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291286 members 
Mstep: Class 10 contains 68281 members 
Mstep: Class 11 contains 41653 members 
Mstep: Class 12 contains 27616 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42159 members 
Mstep: Class 18 contains 18663 members 
Mstep: Class 19 contains 15856 members 
Mstep: Class 20 contains 141261 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800624.000000 Penalty: 75362.250000
Iteration 216Q: 23 clusters Score -1.358006e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3840 members 
Mstep: Class 3 contains 7261 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 98868 members 
Mstep: Class 6 contains 6187 members 
Mstep: Class 7 contains 23178 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291249 members 
Mstep: Class 10 contains 68187 members 
Mstep: Class 11 contains 41656 members 
Mstep: Class 12 contains 27617 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42173 members 
Mstep: Class 18 contains 18665 members 
Mstep: Class 19 contains 15851 members 
Mstep: Class 20 contains 140819 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800896.000000 Penalty: 75362.250000
Iteration 217Q: 23 clusters Score -1.358009e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3848 members 
Mstep: Class 3 contains 7266 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 99466 members 
Mstep: Class 6 contains 6203 members 
Mstep: Class 7 contains 23159 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291208 members 
Mstep: Class 10 contains 68104 members 
Mstep: Class 11 contains 41654 members 
Mstep: Class 12 contains 27614 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42181 members 
Mstep: Class 18 contains 18663 members 
Mstep: Class 19 contains 15846 members 
Mstep: Class 20 contains 140357 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800816.000000 Penalty: 75362.250000
Iteration 218Q: 23 clusters Score -1.358008e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 7275 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 100058 members 
Mstep: Class 6 contains 6210 members 
Mstep: Class 7 contains 23137 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291176 members 
Mstep: Class 10 contains 68026 members 
Mstep: Class 11 contains 41651 members 
Mstep: Class 12 contains 27611 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42184 members 
Mstep: Class 18 contains 18669 members 
Mstep: Class 19 contains 15852 members 
Mstep: Class 20 contains 139892 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801168.000000 Penalty: 75362.250000
Iteration 219Q: 23 clusters Score -1.358012e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3882 members 
Mstep: Class 3 contains 7280 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 100669 members 
Mstep: Class 6 contains 6222 members 
Mstep: Class 7 contains 23118 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291133 members 
Mstep: Class 10 contains 67953 members 
Mstep: Class 11 contains 41644 members 
Mstep: Class 12 contains 27604 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42178 members 
Mstep: Class 18 contains 18678 members 
Mstep: Class 19 contains 15860 members 
Mstep: Class 20 contains 139410 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800976.000000 Penalty: 75362.250000
Iteration 220F: 23 clusters Score -1.35801e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 7283 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 101275 members 
Mstep: Class 6 contains 6237 members 
Mstep: Class 7 contains 23100 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291095 members 
Mstep: Class 10 contains 67884 members 
Mstep: Class 11 contains 41643 members 
Mstep: Class 12 contains 27601 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 42172 members 
Mstep: Class 18 contains 18680 members 
Mstep: Class 19 contains 15849 members 
Mstep: Class 20 contains 138951 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801328.000000 Penalty: 75362.250000
Iteration 221Q: 23 clusters Score -1.358013e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3894 members 
Mstep: Class 3 contains 7285 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 101895 members 
Mstep: Class 6 contains 6253 members 
Mstep: Class 7 contains 23088 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291055 members 
Mstep: Class 10 contains 67818 members 
Mstep: Class 11 contains 41644 members 
Mstep: Class 12 contains 27599 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42173 members 
Mstep: Class 18 contains 18678 members 
Mstep: Class 19 contains 15845 members 
Mstep: Class 20 contains 138472 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200137 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 222Q: 23 clusters Score -1.358016e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3910 members 
Mstep: Class 3 contains 7287 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 102515 members 
Mstep: Class 6 contains 6269 members 
Mstep: Class 7 contains 23064 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291013 members 
Mstep: Class 10 contains 67744 members 
Mstep: Class 11 contains 41643 members 
Mstep: Class 12 contains 27598 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42170 members 
Mstep: Class 18 contains 18685 members 
Mstep: Class 19 contains 15821 members 
Mstep: Class 20 contains 138020 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200097 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 223Q: 23 clusters Score -1.358018e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3924 members 
Mstep: Class 3 contains 7293 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 103137 members 
Mstep: Class 6 contains 6277 members 
Mstep: Class 7 contains 23045 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290973 members 
Mstep: Class 10 contains 67666 members 
Mstep: Class 11 contains 41639 members 
Mstep: Class 12 contains 27596 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42169 members 
Mstep: Class 18 contains 18690 members 
Mstep: Class 19 contains 15799 members 
Mstep: Class 20 contains 137548 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802048.000000 Penalty: 75362.250000
Iteration 224Q: 23 clusters Score -1.35802e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3943 members 
Mstep: Class 3 contains 7300 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 103800 members 
Mstep: Class 6 contains 6285 members 
Mstep: Class 7 contains 23025 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290955 members 
Mstep: Class 10 contains 67575 members 
Mstep: Class 11 contains 41633 members 
Mstep: Class 12 contains 27596 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42164 members 
Mstep: Class 18 contains 18689 members 
Mstep: Class 19 contains 15775 members 
Mstep: Class 20 contains 137054 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802016.000000 Penalty: 75362.250000
Iteration 225Q: 23 clusters Score -1.35802e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 7298 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 104469 members 
Mstep: Class 6 contains 6292 members 
Mstep: Class 7 contains 22999 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290925 members 
Mstep: Class 10 contains 67477 members 
Mstep: Class 11 contains 41630 members 
Mstep: Class 12 contains 27598 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42162 members 
Mstep: Class 18 contains 18692 members 
Mstep: Class 19 contains 15764 members 
Mstep: Class 20 contains 136561 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802064.000000 Penalty: 75362.250000
Iteration 226Q: 23 clusters Score -1.358021e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3977 members 
Mstep: Class 3 contains 7298 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 105155 members 
Mstep: Class 6 contains 6298 members 
Mstep: Class 7 contains 22973 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290922 members 
Mstep: Class 10 contains 67388 members 
Mstep: Class 11 contains 41626 members 
Mstep: Class 12 contains 27587 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42157 members 
Mstep: Class 18 contains 18689 members 
Mstep: Class 19 contains 15749 members 
Mstep: Class 20 contains 136015 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802256.000000 Penalty: 75362.250000
Iteration 227Q: 23 clusters Score -1.358023e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3997 members 
Mstep: Class 3 contains 7305 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 105836 members 
Mstep: Class 6 contains 6301 members 
Mstep: Class 7 contains 22941 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290918 members 
Mstep: Class 10 contains 67315 members 
Mstep: Class 11 contains 41622 members 
Mstep: Class 12 contains 27581 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42159 members 
Mstep: Class 18 contains 18681 members 
Mstep: Class 19 contains 15731 members 
Mstep: Class 20 contains 135453 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802416.000000 Penalty: 75362.250000
Iteration 228Q: 23 clusters Score -1.358024e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4012 members 
Mstep: Class 3 contains 7313 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 106520 members 
Mstep: Class 6 contains 6300 members 
Mstep: Class 7 contains 22911 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290919 members 
Mstep: Class 10 contains 67224 members 
Mstep: Class 11 contains 41614 members 
Mstep: Class 12 contains 27582 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42160 members 
Mstep: Class 18 contains 18683 members 
Mstep: Class 19 contains 15722 members 
Mstep: Class 20 contains 134859 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802352.000000 Penalty: 75362.250000
Iteration 229Q: 23 clusters Score -1.358024e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4025 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 107187 members 
Mstep: Class 6 contains 6302 members 
Mstep: Class 7 contains 22892 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290894 members 
Mstep: Class 10 contains 67176 members 
Mstep: Class 11 contains 41608 members 
Mstep: Class 12 contains 27582 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42163 members 
Mstep: Class 18 contains 18676 members 
Mstep: Class 19 contains 15705 members 
Mstep: Class 20 contains 134290 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802416.000000 Penalty: 75362.250000
Iteration 230Q: 23 clusters Score -1.358024e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4037 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 107817 members 
Mstep: Class 6 contains 6305 members 
Mstep: Class 7 contains 22864 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290919 members 
Mstep: Class 10 contains 67100 members 
Mstep: Class 11 contains 41605 members 
Mstep: Class 12 contains 27579 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42165 members 
Mstep: Class 18 contains 18671 members 
Mstep: Class 19 contains 15693 members 
Mstep: Class 20 contains 133750 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802288.000000 Penalty: 75362.250000
Iteration 231Q: 23 clusters Score -1.358023e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4044 members 
Mstep: Class 3 contains 7328 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 108527 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 22833 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290936 members 
Mstep: Class 10 contains 67012 members 
Mstep: Class 11 contains 41599 members 
Mstep: Class 12 contains 27571 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42172 members 
Mstep: Class 18 contains 18668 members 
Mstep: Class 19 contains 15663 members 
Mstep: Class 20 contains 133176 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802464.000000 Penalty: 75362.250000
Iteration 232Q: 23 clusters Score -1.358025e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4050 members 
Mstep: Class 3 contains 7323 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 109259 members 
Mstep: Class 6 contains 6313 members 
Mstep: Class 7 contains 22813 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290957 members 
Mstep: Class 10 contains 66925 members 
Mstep: Class 11 contains 41593 members 
Mstep: Class 12 contains 27559 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42167 members 
Mstep: Class 18 contains 18663 members 
Mstep: Class 19 contains 15653 members 
Mstep: Class 20 contains 132588 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802384.000000 Penalty: 75362.250000
Iteration 233Q: 23 clusters Score -1.358024e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4056 members 
Mstep: Class 3 contains 7326 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 109998 members 
Mstep: Class 6 contains 6316 members 
Mstep: Class 7 contains 22775 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290973 members 
Mstep: Class 10 contains 66836 members 
Mstep: Class 11 contains 41590 members 
Mstep: Class 12 contains 27547 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42167 members 
Mstep: Class 18 contains 18654 members 
Mstep: Class 19 contains 15649 members 
Mstep: Class 20 contains 131992 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802528.000000 Penalty: 75362.250000
Iteration 234Q: 23 clusters Score -1.358025e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4065 members 
Mstep: Class 3 contains 7325 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 110748 members 
Mstep: Class 6 contains 6318 members 
Mstep: Class 7 contains 22746 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290977 members 
Mstep: Class 10 contains 66744 members 
Mstep: Class 11 contains 41587 members 
Mstep: Class 12 contains 27529 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42172 members 
Mstep: Class 18 contains 18646 members 
Mstep: Class 19 contains 15633 members 
Mstep: Class 20 contains 131404 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802656.000000 Penalty: 75362.250000
Iteration 235Q: 23 clusters Score -1.358027e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4073 members 
Mstep: Class 3 contains 7324 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 111523 members 
Mstep: Class 6 contains 6320 members 
Mstep: Class 7 contains 22710 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290993 members 
Mstep: Class 10 contains 66664 members 
Mstep: Class 11 contains 41580 members 
Mstep: Class 12 contains 27515 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42173 members 
Mstep: Class 18 contains 18641 members 
Mstep: Class 19 contains 15615 members 
Mstep: Class 20 contains 130751 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802736.000000 Penalty: 75362.250000
Iteration 236Q: 23 clusters Score -1.358027e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 7326 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 112343 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 22687 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290970 members 
Mstep: Class 10 contains 66598 members 
Mstep: Class 11 contains 41571 members 
Mstep: Class 12 contains 27510 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42172 members 
Mstep: Class 18 contains 18633 members 
Mstep: Class 19 contains 15615 members 
Mstep: Class 20 contains 130050 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802912.000000 Penalty: 75362.250000
Iteration 237Q: 23 clusters Score -1.358029e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 7325 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 113226 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 22659 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290960 members 
Mstep: Class 10 contains 66533 members 
Mstep: Class 11 contains 41560 members 
Mstep: Class 12 contains 27495 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42170 members 
Mstep: Class 18 contains 18628 members 
Mstep: Class 19 contains 15605 members 
Mstep: Class 20 contains 129309 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802672.000000 Penalty: 75362.250000
Iteration 238Q: 23 clusters Score -1.358027e+08 nChanged 1515
Entering ConstructFrom: 
Score: -135802672.000000 Penalty: 75362.250000
Entering ConstructFrom: 
Trying to split cluster 1 (3072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Entering Unmasked Estep 
Score: -395133.906250 Penalty: 1991.460693
	Iteration 0F: 2 clusters Score -395133.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -391884.468750 Penalty: 3982.921387
	Iteration 0F: 3 clusters Score -391884.5 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -392756.312500 Penalty: 3982.921387
	Iteration 1F: 3 clusters Score -392756.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -393368.687500 Penalty: 3982.921387
	Iteration 2F: 3 clusters Score -393368.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -394046.343750 Penalty: 3982.921387
	Iteration 3F: 3 clusters Score -394046.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -394625.375000 Penalty: 3982.921387
	Iteration 4F: 3 clusters Score -394625.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -394998.281250 Penalty: 3982.921387
	Iteration 5F: 3 clusters Score -394998.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -395172.500000 Penalty: 3982.921387
	Iteration 6Q: 3 clusters Score -395172.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -395244.218750 Penalty: 3982.921387
	Iteration 7Q: 3 clusters Score -395244.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -395277.093750 Penalty: 3982.921387
	Iteration 8Q: 3 clusters Score -395277.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -395300.125000 Penalty: 3982.921387
	Iteration 9Q: 3 clusters Score -395300.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -395309.718750 Penalty: 3982.921387
	Iteration 10Q: 3 clusters Score -395309.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -395314.343750 Penalty: 3982.921387
	Iteration 11Q: 3 clusters Score -395314.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -395317.281250 Penalty: 3982.921387
	Iteration 12Q: 3 clusters Score -395317.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -395317.906250 Penalty: 3982.921387
	Iteration 13Q: 3 clusters Score -395317.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -395319.906250 Penalty: 3982.921387
	Iteration 14Q: 3 clusters Score -395319.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -395319.906250 Penalty: 3982.921387
	Iteration 15F: 3 clusters Score -395319.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 7321 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 114128 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 22625 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290989 members 
Mstep: Class 10 contains 66484 members 
Mstep: Class 11 contains 41554 members 
Mstep: Class 12 contains 27480 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42178 members 
Mstep: Class 18 contains 18623 members 
Mstep: Class 19 contains 15598 members 
Mstep: Class 20 contains 128496 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199944 members 
Mstep: Class 23 contains 515 members 
Entering Unmasked Estep 
Score: -135801120.000000 Penalty: 78787.804688
Splitting cluster 1 changes total score from -135802672.000000 to -135801120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Entering Unmasked Estep 
Score: -533267.500000 Penalty: 2062.866455
	Iteration 0F: 2 clusters Score -533267.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -529334.000000 Penalty: 4125.732910
	Iteration 0F: 3 clusters Score -529334 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -530278.187500 Penalty: 4125.732910
	Iteration 1F: 3 clusters Score -530278.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -530465.062500 Penalty: 4125.732910
	Iteration 2F: 3 clusters Score -530465.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -530597.750000 Penalty: 4125.732910
	Iteration 3Q: 3 clusters Score -530597.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -530697.000000 Penalty: 4125.732910
	Iteration 4Q: 3 clusters Score -530697 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -530784.812500 Penalty: 4125.732910
	Iteration 5Q: 3 clusters Score -530784.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -530867.875000 Penalty: 4125.732910
	Iteration 6Q: 3 clusters Score -530867.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -530943.312500 Penalty: 4125.732910
	Iteration 7Q: 3 clusters Score -530943.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -531006.562500 Penalty: 4125.732910
	Iteration 8Q: 3 clusters Score -531006.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -531070.125000 Penalty: 4125.732910
	Iteration 9Q: 3 clusters Score -531070.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -531124.062500 Penalty: 4125.732910
	Iteration 10Q: 3 clusters Score -531124.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -531172.125000 Penalty: 4125.732910
	Iteration 11Q: 3 clusters Score -531172.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -531220.312500 Penalty: 4125.732910
	Iteration 12Q: 3 clusters Score -531220.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -531258.562500 Penalty: 4125.732910
	Iteration 13Q: 3 clusters Score -531258.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -531291.937500 Penalty: 4125.732910
	Iteration 14Q: 3 clusters Score -531291.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -531331.000000 Penalty: 4125.732910
	Iteration 15Q: 3 clusters Score -531331 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -531357.437500 Penalty: 4125.732910
	Iteration 16Q: 3 clusters Score -531357.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -531381.000000 Penalty: 4125.732910
	Iteration 17Q: 3 clusters Score -531381 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -531402.062500 Penalty: 4125.732910
	Iteration 18Q: 3 clusters Score -531402.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -531412.750000 Penalty: 4125.732910
	Iteration 19Q: 3 clusters Score -531412.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -531426.625000 Penalty: 4125.732910
	Iteration 20F: 3 clusters Score -531426.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -531437.437500 Penalty: 4125.732910
	Iteration 21Q: 3 clusters Score -531437.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -531450.125000 Penalty: 4125.732910
	Iteration 22Q: 3 clusters Score -531450.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -531463.125000 Penalty: 4125.732910
	Iteration 23Q: 3 clusters Score -531463.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -531479.312500 Penalty: 4125.732910
	Iteration 24Q: 3 clusters Score -531479.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -531490.812500 Penalty: 4125.732910
	Iteration 25Q: 3 clusters Score -531490.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -531502.187500 Penalty: 4125.732910
	Iteration 26Q: 3 clusters Score -531502.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -531514.687500 Penalty: 4125.732910
	Iteration 27Q: 3 clusters Score -531514.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -531541.687500 Penalty: 4125.732910
	Iteration 28Q: 3 clusters Score -531541.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -531571.062500 Penalty: 4125.732910
	Iteration 29Q: 3 clusters Score -531571.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -531590.375000 Penalty: 4125.732910
	Iteration 30Q: 3 clusters Score -531590.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -531612.687500 Penalty: 4125.732910
	Iteration 31Q: 3 clusters Score -531612.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -531627.062500 Penalty: 4125.732910
	Iteration 32Q: 3 clusters Score -531627.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -531638.625000 Penalty: 4125.732910
	Iteration 33Q: 3 clusters Score -531638.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -531645.687500 Penalty: 4125.732910
	Iteration 34Q: 3 clusters Score -531645.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -531648.687500 Penalty: 4125.732910
	Iteration 35Q: 3 clusters Score -531648.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -531651.250000 Penalty: 4125.732910
	Iteration 36Q: 3 clusters Score -531651.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -531654.125000 Penalty: 4125.732910
	Iteration 37Q: 3 clusters Score -531654.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -531655.687500 Penalty: 4125.732910
	Iteration 38Q: 3 clusters Score -531655.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -531656.750000 Penalty: 4125.732910
	Iteration 39Q: 3 clusters Score -531656.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -531656.812500 Penalty: 4125.732910
	Iteration 40F: 3 clusters Score -531656.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -531657.937500 Penalty: 4125.732910
	Iteration 41Q: 3 clusters Score -531657.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -531657.937500 Penalty: 4125.732910
	Iteration 42F: 3 clusters Score -531657.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Entering Unmasked Estep 
Score: -993673.375000 Penalty: 2206.828613
	Iteration 0F: 2 clusters Score -993673.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -987714.187500 Penalty: 4413.657227
	Iteration 0F: 3 clusters Score -987714.2 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -989217.812500 Penalty: 4413.657227
	Iteration 1F: 3 clusters Score -989217.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -989475.625000 Penalty: 4413.657227
	Iteration 2F: 3 clusters Score -989475.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -989638.312500 Penalty: 4413.657227
	Iteration 3Q: 3 clusters Score -989638.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -989756.062500 Penalty: 4413.657227
	Iteration 4Q: 3 clusters Score -989756.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -989873.750000 Penalty: 4413.657227
	Iteration 5Q: 3 clusters Score -989873.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -989989.562500 Penalty: 4413.657227
	Iteration 6Q: 3 clusters Score -989989.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -990077.562500 Penalty: 4413.657227
	Iteration 7Q: 3 clusters Score -990077.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -990144.312500 Penalty: 4413.657227
	Iteration 8Q: 3 clusters Score -990144.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -990217.375000 Penalty: 4413.657227
	Iteration 9Q: 3 clusters Score -990217.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -990298.500000 Penalty: 4413.657227
	Iteration 10Q: 3 clusters Score -990298.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -990387.562500 Penalty: 4413.657227
	Iteration 11Q: 3 clusters Score -990387.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -990484.937500 Penalty: 4413.657227
	Iteration 12Q: 3 clusters Score -990484.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -990604.500000 Penalty: 4413.657227
	Iteration 13Q: 3 clusters Score -990604.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -990751.125000 Penalty: 4413.657227
	Iteration 14Q: 3 clusters Score -990751.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -990903.625000 Penalty: 4413.657227
	Iteration 15Q: 3 clusters Score -990903.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -991026.062500 Penalty: 4413.657227
	Iteration 16Q: 3 clusters Score -991026.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -991135.500000 Penalty: 4413.657227
	Iteration 17Q: 3 clusters Score -991135.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -991253.500000 Penalty: 4413.657227
	Iteration 18Q: 3 clusters Score -991253.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -991372.812500 Penalty: 4413.657227
	Iteration 19Q: 3 clusters Score -991372.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -991454.000000 Penalty: 4413.657227
	Iteration 20F: 3 clusters Score -991454 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -991529.437500 Penalty: 4413.657227
	Iteration 21Q: 3 clusters Score -991529.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -991584.875000 Penalty: 4413.657227
	Iteration 22Q: 3 clusters Score -991584.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -991629.375000 Penalty: 4413.657227
	Iteration 23Q: 3 clusters Score -991629.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -991674.312500 Penalty: 4413.657227
	Iteration 24Q: 3 clusters Score -991674.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -991708.687500 Penalty: 4413.657227
	Iteration 25Q: 3 clusters Score -991708.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -991739.250000 Penalty: 4413.657227
	Iteration 26Q: 3 clusters Score -991739.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -991773.937500 Penalty: 4413.657227
	Iteration 27Q: 3 clusters Score -991773.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -991804.187500 Penalty: 4413.657227
	Iteration 28Q: 3 clusters Score -991804.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -991834.687500 Penalty: 4413.657227
	Iteration 29Q: 3 clusters Score -991834.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -991852.375000 Penalty: 4413.657227
	Iteration 30Q: 3 clusters Score -991852.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -991873.062500 Penalty: 4413.657227
	Iteration 31Q: 3 clusters Score -991873.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -991886.875000 Penalty: 4413.657227
	Iteration 32Q: 3 clusters Score -991886.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -991900.812500 Penalty: 4413.657227
	Iteration 33Q: 3 clusters Score -991900.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -991920.312500 Penalty: 4413.657227
	Iteration 34Q: 3 clusters Score -991920.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -991936.437500 Penalty: 4413.657227
	Iteration 35Q: 3 clusters Score -991936.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -991948.812500 Penalty: 4413.657227
	Iteration 36Q: 3 clusters Score -991948.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -991953.750000 Penalty: 4413.657227
	Iteration 37Q: 3 clusters Score -991953.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -991954.875000 Penalty: 4413.657227
	Iteration 38Q: 3 clusters Score -991954.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -991954.250000 Penalty: 4413.657227
	Iteration 39Q: 3 clusters Score -991954.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -991954.250000 Penalty: 4413.657227
	Iteration 40F: 3 clusters Score -991954.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -58759.187500 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -58759.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57292.437500 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -57292.44 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57470.671875 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -57470.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57525.425781 Penalty: 3044.312744
	Iteration 2Q: 3 clusters Score -57525.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57561.835938 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -57561.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -57581.636719 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -57581.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57624.503906 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -57624.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57644.632812 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -57644.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -57662.710938 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -57662.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57674.984375 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -57674.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57696.585938 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -57696.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -57703.328125 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -57703.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57709.628906 Penalty: 3044.312744
	Iteration 11Q: 3 clusters Score -57709.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -57716.140625 Penalty: 3044.312744
	Iteration 12Q: 3 clusters Score -57716.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57724.449219 Penalty: 3044.312744
	Iteration 13Q: 3 clusters Score -57724.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -57733.261719 Penalty: 3044.312744
	Iteration 14Q: 3 clusters Score -57733.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -57761.984375 Penalty: 3044.312744
	Iteration 15Q: 3 clusters Score -57761.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -57803.566406 Penalty: 3044.312744
	Iteration 16Q: 3 clusters Score -57803.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -57837.125000 Penalty: 3044.312744
	Iteration 17Q: 3 clusters Score -57837.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -57858.097656 Penalty: 3044.312744
	Iteration 18Q: 3 clusters Score -57858.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -57873.808594 Penalty: 3044.312744
	Iteration 19Q: 3 clusters Score -57873.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -57895.273438 Penalty: 3044.312744
	Iteration 20F: 3 clusters Score -57895.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -57920.406250 Penalty: 3044.312744
	Iteration 21Q: 3 clusters Score -57920.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -57952.402344 Penalty: 3044.312744
	Iteration 22Q: 3 clusters Score -57952.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -57963.695312 Penalty: 3044.312744
	Iteration 23Q: 3 clusters Score -57963.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -57973.585938 Penalty: 3044.312744
	Iteration 24Q: 3 clusters Score -57973.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -57997.613281 Penalty: 3044.312744
	Iteration 25Q: 3 clusters Score -57997.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -58059.085938 Penalty: 3044.312744
	Iteration 26Q: 3 clusters Score -58059.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -58111.972656 Penalty: 3044.312744
	Iteration 27Q: 3 clusters Score -58111.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -58182.480469 Penalty: 3044.312744
	Iteration 28Q: 3 clusters Score -58182.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -58250.421875 Penalty: 3044.312744
	Iteration 29Q: 3 clusters Score -58250.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -58453.507812 Penalty: 3044.312744
	Iteration 30Q: 3 clusters Score -58453.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -58797.945312 Penalty: 3044.312744
	Iteration 31Q: 3 clusters Score -58797.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -58926.726562 Penalty: 3044.312744
	Iteration 32Q: 3 clusters Score -58926.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -58943.343750 Penalty: 3044.312744
	Iteration 33Q: 3 clusters Score -58943.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -58949.125000 Penalty: 3044.312744
	Iteration 34Q: 3 clusters Score -58949.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -58951.324219 Penalty: 3044.312744
	Iteration 35Q: 3 clusters Score -58951.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -58952.792969 Penalty: 3044.312744
	Iteration 36F: 3 clusters Score -58952.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -58963.195312 Penalty: 3044.312744
	Iteration 37Q: 3 clusters Score -58963.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -58970.109375 Penalty: 3044.312744
	Iteration 38Q: 3 clusters Score -58970.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -58970.109375 Penalty: 3044.312744
	Iteration 39F: 3 clusters Score -58970.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 7321 members 
Mstep: Class 4 contains 324 members 
Mstep: Class 5 contains 114128 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 22625 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290989 members 
Mstep: Class 10 contains 66484 members 
Mstep: Class 11 contains 41554 members 
Mstep: Class 12 contains 27480 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42178 members 
Mstep: Class 18 contains 18623 members 
Mstep: Class 19 contains 15598 members 
Mstep: Class 20 contains 128496 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199944 members 
Mstep: Class 23 contains 139 members 
Entering Unmasked Estep 
Score: -135800832.000000 Penalty: 78787.804688
Splitting cluster 4 changes total score from -135802672.000000 to -135800832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (114128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114128 members 
Entering Unmasked Estep 
Score: -16009960.000000 Penalty: 2887.978760
	Iteration 0F: 2 clusters Score -1.600996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -15933602.000000 Penalty: 5775.957520
	Iteration 0F: 3 clusters Score -1.59336e+07 nChanged 54166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 59569 members 
Entering Unmasked Estep 
Score: -15964499.000000 Penalty: 5775.957520
	Iteration 1F: 3 clusters Score -1.59645e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -15965345.000000 Penalty: 5775.957520
	Iteration 2Q: 3 clusters Score -1.596534e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 63147 members 
Entering Unmasked Estep 
Score: -15966354.000000 Penalty: 5775.957520
	Iteration 3Q: 3 clusters Score -1.596635e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -15967835.000000 Penalty: 5775.957520
	Iteration 4Q: 3 clusters Score -1.596784e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -15969901.000000 Penalty: 5775.957520
	Iteration 5Q: 3 clusters Score -1.59699e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 77060 members 
Entering Unmasked Estep 
Score: -15973846.000000 Penalty: 5775.957520
	Iteration 6F: 3 clusters Score -1.597385e+07 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 85410 members 
Entering Unmasked Estep 
Score: -15980032.000000 Penalty: 5775.957520
	Iteration 7F: 3 clusters Score -1.598003e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 95013 members 
Entering Unmasked Estep 
Score: -15988783.000000 Penalty: 5775.957520
	Iteration 8F: 3 clusters Score -1.598878e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 103872 members 
Entering Unmasked Estep 
Score: -15997531.000000 Penalty: 5775.957520
	Iteration 9F: 3 clusters Score -1.599753e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 109772 members 
Entering Unmasked Estep 
Score: -16003387.000000 Penalty: 5775.957520
	Iteration 10F: 3 clusters Score -1.600339e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 112484 members 
Entering Unmasked Estep 
Score: -16005909.000000 Penalty: 5775.957520
	Iteration 11Q: 3 clusters Score -1.600591e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 113413 members 
Entering Unmasked Estep 
Score: -16006791.000000 Penalty: 5775.957520
	Iteration 12Q: 3 clusters Score -1.600679e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 113691 members 
Entering Unmasked Estep 
Score: -16007096.000000 Penalty: 5775.957520
	Iteration 13Q: 3 clusters Score -1.60071e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 113789 members 
Entering Unmasked Estep 
Score: -16007242.000000 Penalty: 5775.957520
	Iteration 14Q: 3 clusters Score -1.600724e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 113829 members 
Entering Unmasked Estep 
Score: -16007285.000000 Penalty: 5775.957520
	Iteration 15Q: 3 clusters Score -1.600728e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 113849 members 
Entering Unmasked Estep 
Score: -16007318.000000 Penalty: 5775.957520
	Iteration 16Q: 3 clusters Score -1.600732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 113860 members 
Entering Unmasked Estep 
Score: -16007368.000000 Penalty: 5775.957520
	Iteration 17Q: 3 clusters Score -1.600737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 113863 members 
Entering Unmasked Estep 
Score: -16007370.000000 Penalty: 5775.957520
	Iteration 18Q: 3 clusters Score -1.600737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 113867 members 
Entering Unmasked Estep 
Score: -16007372.000000 Penalty: 5775.957520
	Iteration 19Q: 3 clusters Score -1.600737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 113869 members 
Entering Unmasked Estep 
Score: -16007376.000000 Penalty: 5775.957520
	Iteration 20F: 3 clusters Score -1.600738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 113870 members 
Entering Unmasked Estep 
Score: -16007377.000000 Penalty: 5775.957520
	Iteration 21Q: 3 clusters Score -1.600738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 113873 members 
Entering Unmasked Estep 
Score: -16007384.000000 Penalty: 5775.957520
	Iteration 22Q: 3 clusters Score -1.600738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 113876 members 
Entering Unmasked Estep 
Score: -16007388.000000 Penalty: 5775.957520
	Iteration 23Q: 3 clusters Score -1.600739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 113876 members 
Entering Unmasked Estep 
Score: -16007388.000000 Penalty: 5775.957520
	Iteration 24F: 3 clusters Score -1.600739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Entering Unmasked Estep 
Score: -905379.187500 Penalty: 2170.561768
	Iteration 0F: 2 clusters Score -905379.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -900021.937500 Penalty: 4341.123535
	Iteration 0F: 3 clusters Score -900021.9 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -901349.187500 Penalty: 4341.123535
	Iteration 1F: 3 clusters Score -901349.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -901548.937500 Penalty: 4341.123535
	Iteration 2F: 3 clusters Score -901548.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -901681.250000 Penalty: 4341.123535
	Iteration 3Q: 3 clusters Score -901681.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -901760.000000 Penalty: 4341.123535
	Iteration 4Q: 3 clusters Score -901760 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -901808.500000 Penalty: 4341.123535
	Iteration 5Q: 3 clusters Score -901808.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -901846.937500 Penalty: 4341.123535
	Iteration 6Q: 3 clusters Score -901846.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -901883.500000 Penalty: 4341.123535
	Iteration 7Q: 3 clusters Score -901883.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -901914.250000 Penalty: 4341.123535
	Iteration 8Q: 3 clusters Score -901914.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -901940.250000 Penalty: 4341.123535
	Iteration 9Q: 3 clusters Score -901940.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -901966.875000 Penalty: 4341.123535
	Iteration 10Q: 3 clusters Score -901966.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -901984.000000 Penalty: 4341.123535
	Iteration 11Q: 3 clusters Score -901984 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -902000.687500 Penalty: 4341.123535
	Iteration 12Q: 3 clusters Score -902000.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -902017.750000 Penalty: 4341.123535
	Iteration 13Q: 3 clusters Score -902017.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -902036.000000 Penalty: 4341.123535
	Iteration 14Q: 3 clusters Score -902036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -902058.375000 Penalty: 4341.123535
	Iteration 15Q: 3 clusters Score -902058.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -902083.437500 Penalty: 4341.123535
	Iteration 16Q: 3 clusters Score -902083.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -902104.250000 Penalty: 4341.123535
	Iteration 17Q: 3 clusters Score -902104.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -902127.875000 Penalty: 4341.123535
	Iteration 18Q: 3 clusters Score -902127.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -902146.812500 Penalty: 4341.123535
	Iteration 19Q: 3 clusters Score -902146.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -902165.437500 Penalty: 4341.123535
	Iteration 20F: 3 clusters Score -902165.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -902186.062500 Penalty: 4341.123535
	Iteration 21Q: 3 clusters Score -902186.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -902202.875000 Penalty: 4341.123535
	Iteration 22Q: 3 clusters Score -902202.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -902222.750000 Penalty: 4341.123535
	Iteration 23Q: 3 clusters Score -902222.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -902245.000000 Penalty: 4341.123535
	Iteration 24Q: 3 clusters Score -902245 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -902269.437500 Penalty: 4341.123535
	Iteration 25Q: 3 clusters Score -902269.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -902297.375000 Penalty: 4341.123535
	Iteration 26Q: 3 clusters Score -902297.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -902335.687500 Penalty: 4341.123535
	Iteration 27Q: 3 clusters Score -902335.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -902382.500000 Penalty: 4341.123535
	Iteration 28Q: 3 clusters Score -902382.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -902435.875000 Penalty: 4341.123535
	Iteration 29Q: 3 clusters Score -902435.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -902491.125000 Penalty: 4341.123535
	Iteration 30Q: 3 clusters Score -902491.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -902549.750000 Penalty: 4341.123535
	Iteration 31Q: 3 clusters Score -902549.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -902604.250000 Penalty: 4341.123535
	Iteration 32Q: 3 clusters Score -902604.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -902673.750000 Penalty: 4341.123535
	Iteration 33Q: 3 clusters Score -902673.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -902747.125000 Penalty: 4341.123535
	Iteration 34Q: 3 clusters Score -902747.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -902829.812500 Penalty: 4341.123535
	Iteration 35Q: 3 clusters Score -902829.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -902916.562500 Penalty: 4341.123535
	Iteration 36Q: 3 clusters Score -902916.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -902998.375000 Penalty: 4341.123535
	Iteration 37Q: 3 clusters Score -902998.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -903059.687500 Penalty: 4341.123535
	Iteration 38Q: 3 clusters Score -903059.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -903108.812500 Penalty: 4341.123535
	Iteration 39Q: 3 clusters Score -903108.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -903152.625000 Penalty: 4341.123535
	Iteration 40F: 3 clusters Score -903152.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -903192.562500 Penalty: 4341.123535
	Iteration 41Q: 3 clusters Score -903192.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -903235.187500 Penalty: 4341.123535
	Iteration 42Q: 3 clusters Score -903235.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -903268.187500 Penalty: 4341.123535
	Iteration 43Q: 3 clusters Score -903268.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -903303.750000 Penalty: 4341.123535
	Iteration 44Q: 3 clusters Score -903303.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -903326.875000 Penalty: 4341.123535
	Iteration 45Q: 3 clusters Score -903326.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -903353.250000 Penalty: 4341.123535
	Iteration 46Q: 3 clusters Score -903353.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -903382.812500 Penalty: 4341.123535
	Iteration 47Q: 3 clusters Score -903382.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -903401.437500 Penalty: 4341.123535
	Iteration 48Q: 3 clusters Score -903401.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -903409.687500 Penalty: 4341.123535
	Iteration 49Q: 3 clusters Score -903409.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -903414.937500 Penalty: 4341.123535
	Iteration 50Q: 3 clusters Score -903414.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -903415.750000 Penalty: 4341.123535
	Iteration 51Q: 3 clusters Score -903415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -903416.687500 Penalty: 4341.123535
	Iteration 52Q: 3 clusters Score -903416.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -903418.250000 Penalty: 4341.123535
	Iteration 53Q: 3 clusters Score -903418.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -903422.062500 Penalty: 4341.123535
	Iteration 54Q: 3 clusters Score -903422.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -903425.625000 Penalty: 4341.123535
	Iteration 55Q: 3 clusters Score -903425.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -903426.562500 Penalty: 4341.123535
	Iteration 56Q: 3 clusters Score -903426.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -903426.312500 Penalty: 4341.123535
	Iteration 57Q: 3 clusters Score -903426.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -903429.000000 Penalty: 4341.123535
	Iteration 58Q: 3 clusters Score -903429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -903429.000000 Penalty: 4341.123535
	Iteration 59F: 3 clusters Score -903429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -3160696.000000 Penalty: 2486.648926
	Iteration 0F: 2 clusters Score -3160696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -3144994.750000 Penalty: 4973.297852
	Iteration 0F: 3 clusters Score -3144995 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -3150347.750000 Penalty: 4973.297852
	Iteration 1F: 3 clusters Score -3150348 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -3150783.500000 Penalty: 4973.297852
	Iteration 2F: 3 clusters Score -3150784 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -3151211.250000 Penalty: 4973.297852
	Iteration 3Q: 3 clusters Score -3151211 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -3151649.000000 Penalty: 4973.297852
	Iteration 4Q: 3 clusters Score -3151649 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -3152021.750000 Penalty: 4973.297852
	Iteration 5Q: 3 clusters Score -3152022 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -3152421.000000 Penalty: 4973.297852
	Iteration 6Q: 3 clusters Score -3152421 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -3152825.250000 Penalty: 4973.297852
	Iteration 7Q: 3 clusters Score -3152825 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -3153211.750000 Penalty: 4973.297852
	Iteration 8Q: 3 clusters Score -3153212 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -3153679.000000 Penalty: 4973.297852
	Iteration 9Q: 3 clusters Score -3153679 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -3154347.000000 Penalty: 4973.297852
	Iteration 10Q: 3 clusters Score -3154347 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -3155227.000000 Penalty: 4973.297852
	Iteration 11F: 3 clusters Score -3155227 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -3156301.500000 Penalty: 4973.297852
	Iteration 12F: 3 clusters Score -3156302 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3157293.500000 Penalty: 4973.297852
	Iteration 13F: 3 clusters Score -3157294 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3157960.500000 Penalty: 4973.297852
	Iteration 14Q: 3 clusters Score -3157960 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3158406.500000 Penalty: 4973.297852
	Iteration 15Q: 3 clusters Score -3158406 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -3158746.750000 Penalty: 4973.297852
	Iteration 16Q: 3 clusters Score -3158747 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -3159008.000000 Penalty: 4973.297852
	Iteration 17Q: 3 clusters Score -3159008 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -3159137.750000 Penalty: 4973.297852
	Iteration 18Q: 3 clusters Score -3159138 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -3159203.000000 Penalty: 4973.297852
	Iteration 19Q: 3 clusters Score -3159203 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3159260.500000 Penalty: 4973.297852
	Iteration 20F: 3 clusters Score -3159260 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -3159288.000000 Penalty: 4973.297852
	Iteration 21Q: 3 clusters Score -3159288 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3159308.250000 Penalty: 4973.297852
	Iteration 22Q: 3 clusters Score -3159308 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -3159307.000000 Penalty: 4973.297852
	Iteration 23Q: 3 clusters Score -3159307 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -3159313.500000 Penalty: 4973.297852
	Iteration 24Q: 3 clusters Score -3159314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3159305.500000 Penalty: 4973.297852
	Iteration 25Q: 3 clusters Score -3159306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -3159308.000000 Penalty: 4973.297852
	Iteration 26Q: 3 clusters Score -3159308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -3159312.500000 Penalty: 4973.297852
	Iteration 27Q: 3 clusters Score -3159312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -3159317.750000 Penalty: 4973.297852
	Iteration 28Q: 3 clusters Score -3159318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -3159316.500000 Penalty: 4973.297852
	Iteration 29Q: 3 clusters Score -3159316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -3159313.750000 Penalty: 4973.297852
	Iteration 30Q: 3 clusters Score -3159314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -3159322.000000 Penalty: 4973.297852
	Iteration 31Q: 3 clusters Score -3159322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -3159325.750000 Penalty: 4973.297852
	Iteration 32Q: 3 clusters Score -3159326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -3159322.500000 Penalty: 4973.297852
	Iteration 33Q: 3 clusters Score -3159322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -3159320.000000 Penalty: 4973.297852
	Iteration 34Q: 3 clusters Score -3159320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -3159321.750000 Penalty: 4973.297852
	Iteration 35Q: 3 clusters Score -3159322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3159323.750000 Penalty: 4973.297852
	Iteration 36Q: 3 clusters Score -3159324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -3159319.250000 Penalty: 4973.297852
	Iteration 37Q: 3 clusters Score -3159319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -3159322.000000 Penalty: 4973.297852
	Iteration 38Q: 3 clusters Score -3159322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -3159324.250000 Penalty: 4973.297852
	Iteration 39Q: 3 clusters Score -3159324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3159322.250000 Penalty: 4973.297852
	Iteration 40F: 3 clusters Score -3159322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3159324.500000 Penalty: 4973.297852
	Iteration 41Q: 3 clusters Score -3159324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -3159321.000000 Penalty: 4973.297852
	Iteration 42Q: 3 clusters Score -3159321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -3159321.000000 Penalty: 4973.297852
	Iteration 43F: 3 clusters Score -3159321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -125901.078125 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -125901.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -123974.335938 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -123974.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -124370.718750 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -124370.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -124653.820312 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -124653.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -124904.007812 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -124904 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -125353.179688 Penalty: 3419.756348
	Iteration 4F: 3 clusters Score -125353.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -125677.156250 Penalty: 3419.756348
	Iteration 5F: 3 clusters Score -125677.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -125896.398438 Penalty: 3419.756348
	Iteration 6F: 3 clusters Score -125896.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -126003.289062 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -126003.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -126054.898438 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -126054.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -126077.140625 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -126077.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -126090.218750 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -126090.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -126114.117188 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -126114.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -126141.320312 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -126141.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -126153.734375 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -126153.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -126158.382812 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -126158.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -126162.296875 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -126162.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -126162.296875 Penalty: 3419.756348
	Iteration 16F: 3 clusters Score -126162.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 7321 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 114128 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 22625 members 
Mstep: Class 8 contains 694 members 
Mstep: Class 9 contains 290989 members 
Mstep: Class 10 contains 66484 members 
Mstep: Class 11 contains 41554 members 
Mstep: Class 12 contains 27480 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42178 members 
Mstep: Class 18 contains 18623 members 
Mstep: Class 19 contains 15598 members 
Mstep: Class 20 contains 128496 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199944 members 
Mstep: Class 23 contains 293 members 
Entering Unmasked Estep 
Score: -135800880.000000 Penalty: 78787.804688
Splitting cluster 8 changes total score from -135802672.000000 to -135800880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (290989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290989 members 
Entering Unmasked Estep 
Score: -39874692.000000 Penalty: 3120.097900
	Iteration 0F: 2 clusters Score -3.987469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145448 members 
Mstep: Class 2 contains 145541 members 
Entering Unmasked Estep 
Score: -39699712.000000 Penalty: 6240.195801
	Iteration 0F: 3 clusters Score -3.969971e+07 nChanged 141222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144844 members 
Mstep: Class 2 contains 146145 members 
Entering Unmasked Estep 
Score: -39783036.000000 Penalty: 6240.195801
	Iteration 1F: 3 clusters Score -3.978304e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144343 members 
Mstep: Class 2 contains 146646 members 
Entering Unmasked Estep 
Score: -39784036.000000 Penalty: 6240.195801
	Iteration 2Q: 3 clusters Score -3.978404e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143708 members 
Mstep: Class 2 contains 147281 members 
Entering Unmasked Estep 
Score: -39785532.000000 Penalty: 6240.195801
	Iteration 3Q: 3 clusters Score -3.978553e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142685 members 
Mstep: Class 2 contains 148304 members 
Entering Unmasked Estep 
Score: -39786696.000000 Penalty: 6240.195801
	Iteration 4Q: 3 clusters Score -3.97867e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141011 members 
Mstep: Class 2 contains 149978 members 
Entering Unmasked Estep 
Score: -39788432.000000 Penalty: 6240.195801
	Iteration 5Q: 3 clusters Score -3.978843e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138451 members 
Mstep: Class 2 contains 152538 members 
Entering Unmasked Estep 
Score: -39790036.000000 Penalty: 6240.195801
	Iteration 6Q: 3 clusters Score -3.979004e+07 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134795 members 
Mstep: Class 2 contains 156194 members 
Entering Unmasked Estep 
Score: -39792712.000000 Penalty: 6240.195801
	Iteration 7Q: 3 clusters Score -3.979271e+07 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129513 members 
Mstep: Class 2 contains 161476 members 
Entering Unmasked Estep 
Score: -39796660.000000 Penalty: 6240.195801
	Iteration 8Q: 3 clusters Score -3.979666e+07 nChanged 12573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122274 members 
Mstep: Class 2 contains 168715 members 
Entering Unmasked Estep 
Score: -39802516.000000 Penalty: 6240.195801
	Iteration 9Q: 3 clusters Score -3.980252e+07 nChanged 14651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113217 members 
Mstep: Class 2 contains 177772 members 
Entering Unmasked Estep 
Score: -39811000.000000 Penalty: 6240.195801
	Iteration 10F: 3 clusters Score -3.9811e+07 nChanged 16512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103227 members 
Mstep: Class 2 contains 187762 members 
Entering Unmasked Estep 
Score: -39822204.000000 Penalty: 6240.195801
	Iteration 11F: 3 clusters Score -3.98222e+07 nChanged 16657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94222 members 
Mstep: Class 2 contains 196767 members 
Entering Unmasked Estep 
Score: -39834044.000000 Penalty: 6240.195801
	Iteration 12F: 3 clusters Score -3.983404e+07 nChanged 14495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 203734 members 
Entering Unmasked Estep 
Score: -39842676.000000 Penalty: 6240.195801
	Iteration 13Q: 3 clusters Score -3.984268e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 209347 members 
Entering Unmasked Estep 
Score: -39847108.000000 Penalty: 6240.195801
	Iteration 14Q: 3 clusters Score -3.984711e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76189 members 
Mstep: Class 2 contains 214800 members 
Entering Unmasked Estep 
Score: -39849432.000000 Penalty: 6240.195801
	Iteration 15Q: 3 clusters Score -3.984943e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70787 members 
Mstep: Class 2 contains 220202 members 
Entering Unmasked Estep 
Score: -39851176.000000 Penalty: 6240.195801
	Iteration 16Q: 3 clusters Score -3.985118e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65517 members 
Mstep: Class 2 contains 225472 members 
Entering Unmasked Estep 
Score: -39852560.000000 Penalty: 6240.195801
	Iteration 17Q: 3 clusters Score -3.985256e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 230642 members 
Entering Unmasked Estep 
Score: -39853772.000000 Penalty: 6240.195801
	Iteration 18Q: 3 clusters Score -3.985377e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 235656 members 
Entering Unmasked Estep 
Score: -39854844.000000 Penalty: 6240.195801
	Iteration 19Q: 3 clusters Score -3.985484e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 240644 members 
Entering Unmasked Estep 
Score: -39855940.000000 Penalty: 6240.195801
	Iteration 20F: 3 clusters Score -3.985594e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 245271 members 
Entering Unmasked Estep 
Score: -39856972.000000 Penalty: 6240.195801
	Iteration 21Q: 3 clusters Score -3.985697e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 249598 members 
Entering Unmasked Estep 
Score: -39857468.000000 Penalty: 6240.195801
	Iteration 22Q: 3 clusters Score -3.985747e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 253736 members 
Entering Unmasked Estep 
Score: -39858116.000000 Penalty: 6240.195801
	Iteration 23Q: 3 clusters Score -3.985812e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 257669 members 
Entering Unmasked Estep 
Score: -39858768.000000 Penalty: 6240.195801
	Iteration 24Q: 3 clusters Score -3.985877e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 261338 members 
Entering Unmasked Estep 
Score: -39859916.000000 Penalty: 6240.195801
	Iteration 25Q: 3 clusters Score -3.985992e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 264764 members 
Entering Unmasked Estep 
Score: -39860896.000000 Penalty: 6240.195801
	Iteration 26Q: 3 clusters Score -3.98609e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 267928 members 
Entering Unmasked Estep 
Score: -39862116.000000 Penalty: 6240.195801
	Iteration 27Q: 3 clusters Score -3.986212e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 270881 members 
Entering Unmasked Estep 
Score: -39863136.000000 Penalty: 6240.195801
	Iteration 28Q: 3 clusters Score -3.986314e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 273573 members 
Entering Unmasked Estep 
Score: -39864296.000000 Penalty: 6240.195801
	Iteration 29Q: 3 clusters Score -3.98643e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 276028 members 
Entering Unmasked Estep 
Score: -39865024.000000 Penalty: 6240.195801
	Iteration 30Q: 3 clusters Score -3.986502e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 278146 members 
Entering Unmasked Estep 
Score: -39865408.000000 Penalty: 6240.195801
	Iteration 31Q: 3 clusters Score -3.986541e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 280005 members 
Entering Unmasked Estep 
Score: -39866000.000000 Penalty: 6240.195801
	Iteration 32Q: 3 clusters Score -3.9866e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 281756 members 
Entering Unmasked Estep 
Score: -39866824.000000 Penalty: 6240.195801
	Iteration 33Q: 3 clusters Score -3.986682e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 283226 members 
Entering Unmasked Estep 
Score: -39867672.000000 Penalty: 6240.195801
	Iteration 34Q: 3 clusters Score -3.986767e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 284559 members 
Entering Unmasked Estep 
Score: -39868488.000000 Penalty: 6240.195801
	Iteration 35Q: 3 clusters Score -3.986849e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 285752 members 
Entering Unmasked Estep 
Score: -39869108.000000 Penalty: 6240.195801
	Iteration 36Q: 3 clusters Score -3.986911e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 286775 members 
Entering Unmasked Estep 
Score: -39869588.000000 Penalty: 6240.195801
	Iteration 37Q: 3 clusters Score -3.986959e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 287604 members 
Entering Unmasked Estep 
Score: -39869916.000000 Penalty: 6240.195801
	Iteration 38Q: 3 clusters Score -3.986992e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 288276 members 
Entering Unmasked Estep 
Score: -39870208.000000 Penalty: 6240.195801
	Iteration 39Q: 3 clusters Score -3.987021e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 288787 members 
Entering Unmasked Estep 
Score: -39870480.000000 Penalty: 6240.195801
	Iteration 40F: 3 clusters Score -3.987048e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 289208 members 
Entering Unmasked Estep 
Score: -39870744.000000 Penalty: 6240.195801
	Iteration 41Q: 3 clusters Score -3.987074e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 289514 members 
Entering Unmasked Estep 
Score: -39870944.000000 Penalty: 6240.195801
	Iteration 42Q: 3 clusters Score -3.987094e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 289721 members 
Entering Unmasked Estep 
Score: -39871116.000000 Penalty: 6240.195801
	Iteration 43Q: 3 clusters Score -3.987112e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 289866 members 
Entering Unmasked Estep 
Score: -39871224.000000 Penalty: 6240.195801
	Iteration 44Q: 3 clusters Score -3.987122e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 289956 members 
Entering Unmasked Estep 
Score: -39871336.000000 Penalty: 6240.195801
	Iteration 45Q: 3 clusters Score -3.987134e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 290030 members 
Entering Unmasked Estep 
Score: -39871460.000000 Penalty: 6240.195801
	Iteration 46Q: 3 clusters Score -3.987146e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 290090 members 
Entering Unmasked Estep 
Score: -39871512.000000 Penalty: 6240.195801
	Iteration 47Q: 3 clusters Score -3.987151e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 290140 members 
Entering Unmasked Estep 
Score: -39871552.000000 Penalty: 6240.195801
	Iteration 48Q: 3 clusters Score -3.987155e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 290191 members 
Entering Unmasked Estep 
Score: -39871580.000000 Penalty: 6240.195801
	Iteration 49Q: 3 clusters Score -3.987158e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 290229 members 
Entering Unmasked Estep 
Score: -39871592.000000 Penalty: 6240.195801
	Iteration 50Q: 3 clusters Score -3.987159e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 290248 members 
Entering Unmasked Estep 
Score: -39871600.000000 Penalty: 6240.195801
	Iteration 51Q: 3 clusters Score -3.98716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 290259 members 
Entering Unmasked Estep 
Score: -39871640.000000 Penalty: 6240.195801
	Iteration 52Q: 3 clusters Score -3.987164e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 290272 members 
Entering Unmasked Estep 
Score: -39871680.000000 Penalty: 6240.195801
	Iteration 53Q: 3 clusters Score -3.987168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 290291 members 
Entering Unmasked Estep 
Score: -39871700.000000 Penalty: 6240.195801
	Iteration 54Q: 3 clusters Score -3.98717e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 290306 members 
Entering Unmasked Estep 
Score: -39871724.000000 Penalty: 6240.195801
	Iteration 55Q: 3 clusters Score -3.987172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 290314 members 
Entering Unmasked Estep 
Score: -39871732.000000 Penalty: 6240.195801
	Iteration 56Q: 3 clusters Score -3.987173e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 290327 members 
Entering Unmasked Estep 
Score: -39871728.000000 Penalty: 6240.195801
	Iteration 57Q: 3 clusters Score -3.987173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 290337 members 
Entering Unmasked Estep 
Score: -39871732.000000 Penalty: 6240.195801
	Iteration 58Q: 3 clusters Score -3.987173e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 290344 members 
Entering Unmasked Estep 
Score: -39871740.000000 Penalty: 6240.195801
	Iteration 59Q: 3 clusters Score -3.987174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 290354 members 
Entering Unmasked Estep 
Score: -39871752.000000 Penalty: 6240.195801
	Iteration 60F: 3 clusters Score -3.987175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 290359 members 
Entering Unmasked Estep 
Score: -39871740.000000 Penalty: 6240.195801
	Iteration 61Q: 3 clusters Score -3.987174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 290360 members 
Entering Unmasked Estep 
Score: -39871740.000000 Penalty: 6240.195801
	Iteration 62Q: 3 clusters Score -3.987174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 290366 members 
Entering Unmasked Estep 
Score: -39871736.000000 Penalty: 6240.195801
	Iteration 63Q: 3 clusters Score -3.987174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 290372 members 
Entering Unmasked Estep 
Score: -39871720.000000 Penalty: 6240.195801
	Iteration 64Q: 3 clusters Score -3.987172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 290372 members 
Entering Unmasked Estep 
Score: -39871716.000000 Penalty: 6240.195801
	Iteration 65Q: 3 clusters Score -3.987172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 290373 members 
Entering Unmasked Estep 
Score: -39871720.000000 Penalty: 6240.195801
	Iteration 66Q: 3 clusters Score -3.987172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 290374 members 
Entering Unmasked Estep 
Score: -39871724.000000 Penalty: 6240.195801
	Iteration 67Q: 3 clusters Score -3.987172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 290376 members 
Entering Unmasked Estep 
Score: -39871736.000000 Penalty: 6240.195801
	Iteration 68Q: 3 clusters Score -3.987174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 290376 members 
Entering Unmasked Estep 
Score: -39871748.000000 Penalty: 6240.195801
	Iteration 69Q: 3 clusters Score -3.987175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 290376 members 
Entering Unmasked Estep 
Score: -39871764.000000 Penalty: 6240.195801
	Iteration 70Q: 3 clusters Score -3.987176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 290377 members 
Entering Unmasked Estep 
Score: -39871748.000000 Penalty: 6240.195801
	Iteration 71Q: 3 clusters Score -3.987175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 290378 members 
Entering Unmasked Estep 
Score: -39871760.000000 Penalty: 6240.195801
	Iteration 72Q: 3 clusters Score -3.987176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 290378 members 
Entering Unmasked Estep 
Score: -39871760.000000 Penalty: 6240.195801
	Iteration 73F: 3 clusters Score -3.987176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66484 members 
Entering Unmasked Estep 
Score: -9298294.000000 Penalty: 2753.969727
	Iteration 0F: 2 clusters Score -9298294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -9254056.000000 Penalty: 5507.939453
	Iteration 0F: 3 clusters Score -9254056 nChanged 30748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -9271770.000000 Penalty: 5507.939453
	Iteration 1F: 3 clusters Score -9271770 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -9272745.000000 Penalty: 5507.939453
	Iteration 2Q: 3 clusters Score -9272745 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -9274104.000000 Penalty: 5507.939453
	Iteration 3Q: 3 clusters Score -9274104 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -9276002.000000 Penalty: 5507.939453
	Iteration 4F: 3 clusters Score -9276002 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -9278666.000000 Penalty: 5507.939453
	Iteration 5F: 3 clusters Score -9278666 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -9281909.000000 Penalty: 5507.939453
	Iteration 6F: 3 clusters Score -9281909 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -9285067.000000 Penalty: 5507.939453
	Iteration 7F: 3 clusters Score -9285067 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -9287609.000000 Penalty: 5507.939453
	Iteration 8F: 3 clusters Score -9287609 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -9289316.000000 Penalty: 5507.939453
	Iteration 9Q: 3 clusters Score -9289316 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -9290548.000000 Penalty: 5507.939453
	Iteration 10Q: 3 clusters Score -9290548 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -9291409.000000 Penalty: 5507.939453
	Iteration 11Q: 3 clusters Score -9291409 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -9292167.000000 Penalty: 5507.939453
	Iteration 12Q: 3 clusters Score -9292167 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -9292839.000000 Penalty: 5507.939453
	Iteration 13Q: 3 clusters Score -9292839 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -9293390.000000 Penalty: 5507.939453
	Iteration 14Q: 3 clusters Score -9293390 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 59791 members 
Entering Unmasked Estep 
Score: -9293889.000000 Penalty: 5507.939453
	Iteration 15Q: 3 clusters Score -9293889 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -9294362.000000 Penalty: 5507.939453
	Iteration 16Q: 3 clusters Score -9294362 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -9294734.000000 Penalty: 5507.939453
	Iteration 17Q: 3 clusters Score -9294734 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -9295013.000000 Penalty: 5507.939453
	Iteration 18Q: 3 clusters Score -9295013 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -9295259.000000 Penalty: 5507.939453
	Iteration 19Q: 3 clusters Score -9295259 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -9295421.000000 Penalty: 5507.939453
	Iteration 20F: 3 clusters Score -9295421 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 63099 members 
Entering Unmasked Estep 
Score: -9295589.000000 Penalty: 5507.939453
	Iteration 21Q: 3 clusters Score -9295589 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -9295734.000000 Penalty: 5507.939453
	Iteration 22Q: 3 clusters Score -9295734 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 63640 members 
Entering Unmasked Estep 
Score: -9295876.000000 Penalty: 5507.939453
	Iteration 23Q: 3 clusters Score -9295876 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 63821 members 
Entering Unmasked Estep 
Score: -9295972.000000 Penalty: 5507.939453
	Iteration 24Q: 3 clusters Score -9295972 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -9296039.000000 Penalty: 5507.939453
	Iteration 25Q: 3 clusters Score -9296039 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -9296108.000000 Penalty: 5507.939453
	Iteration 26Q: 3 clusters Score -9296108 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -9296147.000000 Penalty: 5507.939453
	Iteration 27Q: 3 clusters Score -9296147 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 64309 members 
Entering Unmasked Estep 
Score: -9296174.000000 Penalty: 5507.939453
	Iteration 28Q: 3 clusters Score -9296174 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -9296186.000000 Penalty: 5507.939453
	Iteration 29Q: 3 clusters Score -9296186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -9296195.000000 Penalty: 5507.939453
	Iteration 30Q: 3 clusters Score -9296195 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 64493 members 
Entering Unmasked Estep 
Score: -9296201.000000 Penalty: 5507.939453
	Iteration 31Q: 3 clusters Score -9296201 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -9296229.000000 Penalty: 5507.939453
	Iteration 32Q: 3 clusters Score -9296229 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -9296229.000000 Penalty: 5507.939453
	Iteration 33Q: 3 clusters Score -9296229 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -9296253.000000 Penalty: 5507.939453
	Iteration 34Q: 3 clusters Score -9296253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 64668 members 
Entering Unmasked Estep 
Score: -9296267.000000 Penalty: 5507.939453
	Iteration 35Q: 3 clusters Score -9296267 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -9296268.000000 Penalty: 5507.939453
	Iteration 36Q: 3 clusters Score -9296268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 64727 members 
Entering Unmasked Estep 
Score: -9296274.000000 Penalty: 5507.939453
	Iteration 37Q: 3 clusters Score -9296274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 64753 members 
Entering Unmasked Estep 
Score: -9296282.000000 Penalty: 5507.939453
	Iteration 38Q: 3 clusters Score -9296282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -9296286.000000 Penalty: 5507.939453
	Iteration 39Q: 3 clusters Score -9296286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 64808 members 
Entering Unmasked Estep 
Score: -9296298.000000 Penalty: 5507.939453
	Iteration 40F: 3 clusters Score -9296298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -9296304.000000 Penalty: 5507.939453
	Iteration 41Q: 3 clusters Score -9296304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -9296308.000000 Penalty: 5507.939453
	Iteration 42Q: 3 clusters Score -9296308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 64876 members 
Entering Unmasked Estep 
Score: -9296319.000000 Penalty: 5507.939453
	Iteration 43Q: 3 clusters Score -9296319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 64888 members 
Entering Unmasked Estep 
Score: -9296313.000000 Penalty: 5507.939453
	Iteration 44Q: 3 clusters Score -9296313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
Score: -9296313.000000 Penalty: 5507.939453
	Iteration 45Q: 3 clusters Score -9296313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 64907 members 
Entering Unmasked Estep 
Score: -9296318.000000 Penalty: 5507.939453
	Iteration 46Q: 3 clusters Score -9296318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -9296329.000000 Penalty: 5507.939453
	Iteration 47Q: 3 clusters Score -9296329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 64921 members 
Entering Unmasked Estep 
Score: -9296331.000000 Penalty: 5507.939453
	Iteration 48Q: 3 clusters Score -9296331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 64929 members 
Entering Unmasked Estep 
Score: -9296339.000000 Penalty: 5507.939453
	Iteration 49Q: 3 clusters Score -9296339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 64937 members 
Entering Unmasked Estep 
Score: -9296344.000000 Penalty: 5507.939453
	Iteration 50Q: 3 clusters Score -9296344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 64943 members 
Entering Unmasked Estep 
Score: -9296341.000000 Penalty: 5507.939453
	Iteration 51Q: 3 clusters Score -9296341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 64948 members 
Entering Unmasked Estep 
Score: -9296350.000000 Penalty: 5507.939453
	Iteration 52Q: 3 clusters Score -9296350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 64954 members 
Entering Unmasked Estep 
Score: -9296346.000000 Penalty: 5507.939453
	Iteration 53Q: 3 clusters Score -9296346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 64956 members 
Entering Unmasked Estep 
Score: -9296351.000000 Penalty: 5507.939453
	Iteration 54Q: 3 clusters Score -9296351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 64958 members 
Entering Unmasked Estep 
Score: -9296353.000000 Penalty: 5507.939453
	Iteration 55Q: 3 clusters Score -9296353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -9296349.000000 Penalty: 5507.939453
	Iteration 56Q: 3 clusters Score -9296349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -9296350.000000 Penalty: 5507.939453
	Iteration 57Q: 3 clusters Score -9296350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -9296353.000000 Penalty: 5507.939453
	Iteration 58Q: 3 clusters Score -9296353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -9296353.000000 Penalty: 5507.939453
	Iteration 59F: 3 clusters Score -9296353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Entering Unmasked Estep 
Score: -5615251.000000 Penalty: 2637.417969
	Iteration 0F: 2 clusters Score -5615251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -5587306.500000 Penalty: 5274.835938
	Iteration 0F: 3 clusters Score -5587306 nChanged 18951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -5597735.500000 Penalty: 5274.835938
	Iteration 1F: 3 clusters Score -5597736 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -5598329.500000 Penalty: 5274.835938
	Iteration 2Q: 3 clusters Score -5598330 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -5598999.000000 Penalty: 5274.835938
	Iteration 3Q: 3 clusters Score -5598999 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -5599721.000000 Penalty: 5274.835938
	Iteration 4Q: 3 clusters Score -5599721 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -5600581.500000 Penalty: 5274.835938
	Iteration 5Q: 3 clusters Score -5600582 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -5601753.500000 Penalty: 5274.835938
	Iteration 6Q: 3 clusters Score -5601754 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -5603279.500000 Penalty: 5274.835938
	Iteration 7F: 3 clusters Score -5603280 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -5605216.500000 Penalty: 5274.835938
	Iteration 8F: 3 clusters Score -5605216 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -5607172.000000 Penalty: 5274.835938
	Iteration 9F: 3 clusters Score -5607172 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -5608819.500000 Penalty: 5274.835938
	Iteration 10F: 3 clusters Score -5608820 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -5609903.500000 Penalty: 5274.835938
	Iteration 11Q: 3 clusters Score -5609904 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -5610625.500000 Penalty: 5274.835938
	Iteration 12Q: 3 clusters Score -5610626 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -5611139.000000 Penalty: 5274.835938
	Iteration 13Q: 3 clusters Score -5611139 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -5611480.000000 Penalty: 5274.835938
	Iteration 14Q: 3 clusters Score -5611480 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -5611753.500000 Penalty: 5274.835938
	Iteration 15Q: 3 clusters Score -5611754 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -5611974.500000 Penalty: 5274.835938
	Iteration 16Q: 3 clusters Score -5611974 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -5612144.500000 Penalty: 5274.835938
	Iteration 17Q: 3 clusters Score -5612144 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -5612314.000000 Penalty: 5274.835938
	Iteration 18Q: 3 clusters Score -5612314 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -5612436.500000 Penalty: 5274.835938
	Iteration 19Q: 3 clusters Score -5612436 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -5612535.000000 Penalty: 5274.835938
	Iteration 20F: 3 clusters Score -5612535 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -5612634.500000 Penalty: 5274.835938
	Iteration 21Q: 3 clusters Score -5612634 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -5612705.500000 Penalty: 5274.835938
	Iteration 22Q: 3 clusters Score -5612706 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -5612769.000000 Penalty: 5274.835938
	Iteration 23Q: 3 clusters Score -5612769 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -5612805.000000 Penalty: 5274.835938
	Iteration 24Q: 3 clusters Score -5612805 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -5612836.000000 Penalty: 5274.835938
	Iteration 25Q: 3 clusters Score -5612836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -5612859.500000 Penalty: 5274.835938
	Iteration 26Q: 3 clusters Score -5612860 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -5612875.500000 Penalty: 5274.835938
	Iteration 27Q: 3 clusters Score -5612876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -5612895.000000 Penalty: 5274.835938
	Iteration 28Q: 3 clusters Score -5612895 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -5612902.000000 Penalty: 5274.835938
	Iteration 29Q: 3 clusters Score -5612902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -5612916.000000 Penalty: 5274.835938
	Iteration 30Q: 3 clusters Score -5612916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -5612916.000000 Penalty: 5274.835938
	Iteration 31Q: 3 clusters Score -5612916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -5612919.000000 Penalty: 5274.835938
	Iteration 32Q: 3 clusters Score -5612919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -5612934.500000 Penalty: 5274.835938
	Iteration 33Q: 3 clusters Score -5612934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -5612963.000000 Penalty: 5274.835938
	Iteration 34Q: 3 clusters Score -5612963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -5612967.500000 Penalty: 5274.835938
	Iteration 35Q: 3 clusters Score -5612968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -5612965.000000 Penalty: 5274.835938
	Iteration 36Q: 3 clusters Score -5612965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -5612980.500000 Penalty: 5274.835938
	Iteration 37Q: 3 clusters Score -5612980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -5612984.500000 Penalty: 5274.835938
	Iteration 38Q: 3 clusters Score -5612984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -5612994.000000 Penalty: 5274.835938
	Iteration 39Q: 3 clusters Score -5612994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -5612989.500000 Penalty: 5274.835938
	Iteration 40F: 3 clusters Score -5612990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -5612993.500000 Penalty: 5274.835938
	Iteration 41Q: 3 clusters Score -5612994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -5612998.500000 Penalty: 5274.835938
	Iteration 42Q: 3 clusters Score -5612998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -5612994.000000 Penalty: 5274.835938
	Iteration 43Q: 3 clusters Score -5612994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -5612992.500000 Penalty: 5274.835938
	Iteration 44Q: 3 clusters Score -5612992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -5613005.500000 Penalty: 5274.835938
	Iteration 45Q: 3 clusters Score -5613006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -5613003.000000 Penalty: 5274.835938
	Iteration 46Q: 3 clusters Score -5613003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -5613003.500000 Penalty: 5274.835938
	Iteration 47Q: 3 clusters Score -5613004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -5613007.500000 Penalty: 5274.835938
	Iteration 48Q: 3 clusters Score -5613008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -5613006.000000 Penalty: 5274.835938
	Iteration 49Q: 3 clusters Score -5613006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -5613008.500000 Penalty: 5274.835938
	Iteration 50Q: 3 clusters Score -5613008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -5613018.000000 Penalty: 5274.835938
	Iteration 51Q: 3 clusters Score -5613018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -5613014.000000 Penalty: 5274.835938
	Iteration 52Q: 3 clusters Score -5613014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -5613013.500000 Penalty: 5274.835938
	Iteration 53Q: 3 clusters Score -5613014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -5613019.000000 Penalty: 5274.835938
	Iteration 54Q: 3 clusters Score -5613019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -5613017.000000 Penalty: 5274.835938
	Iteration 55Q: 3 clusters Score -5613017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -5613018.500000 Penalty: 5274.835938
	Iteration 56Q: 3 clusters Score -5613018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -5613019.000000 Penalty: 5274.835938
	Iteration 57Q: 3 clusters Score -5613019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -5613017.500000 Penalty: 5274.835938
	Iteration 58Q: 3 clusters Score -5613018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -5613019.500000 Penalty: 5274.835938
	Iteration 59Q: 3 clusters Score -5613020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -5613020.000000 Penalty: 5274.835938
	Iteration 60F: 3 clusters Score -5613020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -5613018.500000 Penalty: 5274.835938
	Iteration 61Q: 3 clusters Score -5613018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -5613023.000000 Penalty: 5274.835938
	Iteration 62Q: 3 clusters Score -5613023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -5613023.000000 Penalty: 5274.835938
	Iteration 63F: 3 clusters Score -5613023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Entering Unmasked Estep 
Score: -3847418.000000 Penalty: 2534.860840
	Iteration 0F: 2 clusters Score -3847418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3828571.750000 Penalty: 5069.721680
	Iteration 0F: 3 clusters Score -3828572 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -3835225.750000 Penalty: 5069.721680
	Iteration 1F: 3 clusters Score -3835226 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -3835780.500000 Penalty: 5069.721680
	Iteration 2F: 3 clusters Score -3835780 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3836316.500000 Penalty: 5069.721680
	Iteration 3Q: 3 clusters Score -3836316 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -3836908.500000 Penalty: 5069.721680
	Iteration 4Q: 3 clusters Score -3836908 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -3837590.500000 Penalty: 5069.721680
	Iteration 5Q: 3 clusters Score -3837590 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -3838358.750000 Penalty: 5069.721680
	Iteration 6Q: 3 clusters Score -3838359 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -3839291.750000 Penalty: 5069.721680
	Iteration 7Q: 3 clusters Score -3839292 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -3840275.500000 Penalty: 5069.721680
	Iteration 8F: 3 clusters Score -3840276 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3841321.750000 Penalty: 5069.721680
	Iteration 9Q: 3 clusters Score -3841322 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3842287.500000 Penalty: 5069.721680
	Iteration 10Q: 3 clusters Score -3842288 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3843109.500000 Penalty: 5069.721680
	Iteration 11Q: 3 clusters Score -3843110 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3843695.000000 Penalty: 5069.721680
	Iteration 12Q: 3 clusters Score -3843695 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3844099.000000 Penalty: 5069.721680
	Iteration 13Q: 3 clusters Score -3844099 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3844427.250000 Penalty: 5069.721680
	Iteration 14Q: 3 clusters Score -3844427 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3844652.500000 Penalty: 5069.721680
	Iteration 15Q: 3 clusters Score -3844652 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3844804.250000 Penalty: 5069.721680
	Iteration 16Q: 3 clusters Score -3844804 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3844912.500000 Penalty: 5069.721680
	Iteration 17Q: 3 clusters Score -3844912 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3844978.750000 Penalty: 5069.721680
	Iteration 18Q: 3 clusters Score -3844979 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3845020.750000 Penalty: 5069.721680
	Iteration 19Q: 3 clusters Score -3845021 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3845061.500000 Penalty: 5069.721680
	Iteration 20F: 3 clusters Score -3845062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3845081.000000 Penalty: 5069.721680
	Iteration 21Q: 3 clusters Score -3845081 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3845106.500000 Penalty: 5069.721680
	Iteration 22Q: 3 clusters Score -3845106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3845123.250000 Penalty: 5069.721680
	Iteration 23Q: 3 clusters Score -3845123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3845135.750000 Penalty: 5069.721680
	Iteration 24Q: 3 clusters Score -3845136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3845135.250000 Penalty: 5069.721680
	Iteration 25Q: 3 clusters Score -3845135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3845149.000000 Penalty: 5069.721680
	Iteration 26Q: 3 clusters Score -3845149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3845157.000000 Penalty: 5069.721680
	Iteration 27Q: 3 clusters Score -3845157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3845166.250000 Penalty: 5069.721680
	Iteration 28Q: 3 clusters Score -3845166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3845173.250000 Penalty: 5069.721680
	Iteration 29Q: 3 clusters Score -3845173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3845188.000000 Penalty: 5069.721680
	Iteration 30Q: 3 clusters Score -3845188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3845193.000000 Penalty: 5069.721680
	Iteration 31Q: 3 clusters Score -3845193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3845204.000000 Penalty: 5069.721680
	Iteration 32Q: 3 clusters Score -3845204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3845213.500000 Penalty: 5069.721680
	Iteration 33Q: 3 clusters Score -3845214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3845222.000000 Penalty: 5069.721680
	Iteration 34Q: 3 clusters Score -3845222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3845233.250000 Penalty: 5069.721680
	Iteration 35Q: 3 clusters Score -3845233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3845241.750000 Penalty: 5069.721680
	Iteration 36Q: 3 clusters Score -3845242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3845241.250000 Penalty: 5069.721680
	Iteration 37Q: 3 clusters Score -3845241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3845242.000000 Penalty: 5069.721680
	Iteration 38Q: 3 clusters Score -3845242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3845242.000000 Penalty: 5069.721680
	Iteration 39F: 3 clusters Score -3845242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -76324.843750 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -76324.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74742.796875 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -74742.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75072.476562 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -75072.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -75249.578125 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -75249.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75329.585938 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -75329.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -75376.437500 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -75376.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -75540.320312 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -75540.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75799.757812 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -75799.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76071.445312 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -76071.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76155.085938 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -76155.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -76222.679688 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -76222.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76273.203125 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -76273.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76331.210938 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -76331.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -76372.382812 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -76372.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -76382.601562 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -76382.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76388.257812 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -76388.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -76394.085938 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -76394.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76395.570312 Penalty: 3191.535156
	Iteration 16Q: 3 clusters Score -76395.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76401.929688 Penalty: 3191.535156
	Iteration 17F: 3 clusters Score -76401.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76410.773438 Penalty: 3191.535156
	Iteration 18Q: 3 clusters Score -76410.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76410.773438 Penalty: 3191.535156
	Iteration 19F: 3 clusters Score -76410.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 7321 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 114128 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 22625 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290989 members 
Mstep: Class 10 contains 66484 members 
Mstep: Class 11 contains 41554 members 
Mstep: Class 12 contains 27480 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42178 members 
Mstep: Class 18 contains 18623 members 
Mstep: Class 19 contains 15598 members 
Mstep: Class 20 contains 128496 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199944 members 
Mstep: Class 23 contains 407 members 
Entering Unmasked Estep 
Score: -135800816.000000 Penalty: 78787.804688
Splitting cluster 13 changes total score from -135802672.000000 to -135800816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -34308.949219 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -34308.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33132.023438 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -33132.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33331.269531 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -33331.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33429.550781 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -33429.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33476.003906 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -33476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33521.972656 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -33521.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33547.058594 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -33547.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33565.457031 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -33565.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33570.453125 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -33570.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33584.878906 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -33584.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33590.722656 Penalty: 2822.418457
	Iteration 9Q: 3 clusters Score -33590.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33590.722656 Penalty: 2822.418457
	Iteration 10F: 3 clusters Score -33590.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Entering Unmasked Estep 
Score: -574575.250000 Penalty: 2078.694092
	Iteration 0F: 2 clusters Score -574575.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -570494.875000 Penalty: 4157.388184
	Iteration 0F: 3 clusters Score -570494.9 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -571562.312500 Penalty: 4157.388184
	Iteration 1F: 3 clusters Score -571562.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -571875.187500 Penalty: 4157.388184
	Iteration 2F: 3 clusters Score -571875.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -572132.062500 Penalty: 4157.388184
	Iteration 3F: 3 clusters Score -572132.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -572368.500000 Penalty: 4157.388184
	Iteration 4F: 3 clusters Score -572368.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -572578.375000 Penalty: 4157.388184
	Iteration 5F: 3 clusters Score -572578.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -572752.625000 Penalty: 4157.388184
	Iteration 6Q: 3 clusters Score -572752.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -572899.625000 Penalty: 4157.388184
	Iteration 7Q: 3 clusters Score -572899.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -572982.062500 Penalty: 4157.388184
	Iteration 8Q: 3 clusters Score -572982.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -573045.500000 Penalty: 4157.388184
	Iteration 9Q: 3 clusters Score -573045.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -573092.500000 Penalty: 4157.388184
	Iteration 10Q: 3 clusters Score -573092.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -573125.875000 Penalty: 4157.388184
	Iteration 11Q: 3 clusters Score -573125.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -573145.000000 Penalty: 4157.388184
	Iteration 12Q: 3 clusters Score -573145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -573161.312500 Penalty: 4157.388184
	Iteration 13Q: 3 clusters Score -573161.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -573174.687500 Penalty: 4157.388184
	Iteration 14Q: 3 clusters Score -573174.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -573187.000000 Penalty: 4157.388184
	Iteration 15Q: 3 clusters Score -573187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -573199.937500 Penalty: 4157.388184
	Iteration 16Q: 3 clusters Score -573199.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -573212.125000 Penalty: 4157.388184
	Iteration 17Q: 3 clusters Score -573212.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -573226.812500 Penalty: 4157.388184
	Iteration 18Q: 3 clusters Score -573226.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -573243.937500 Penalty: 4157.388184
	Iteration 19Q: 3 clusters Score -573243.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -573254.875000 Penalty: 4157.388184
	Iteration 20F: 3 clusters Score -573254.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -573257.875000 Penalty: 4157.388184
	Iteration 21Q: 3 clusters Score -573257.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -573264.437500 Penalty: 4157.388184
	Iteration 22Q: 3 clusters Score -573264.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -573269.625000 Penalty: 4157.388184
	Iteration 23Q: 3 clusters Score -573269.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -573274.500000 Penalty: 4157.388184
	Iteration 24Q: 3 clusters Score -573274.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -573280.562500 Penalty: 4157.388184
	Iteration 25Q: 3 clusters Score -573280.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -573283.500000 Penalty: 4157.388184
	Iteration 26Q: 3 clusters Score -573283.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -573284.000000 Penalty: 4157.388184
	Iteration 27Q: 3 clusters Score -573284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -573285.250000 Penalty: 4157.388184
	Iteration 28Q: 3 clusters Score -573285.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -573284.750000 Penalty: 4157.388184
	Iteration 29Q: 3 clusters Score -573284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -573285.375000 Penalty: 4157.388184
	Iteration 30Q: 3 clusters Score -573285.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -573285.812500 Penalty: 4157.388184
	Iteration 31Q: 3 clusters Score -573285.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -573285.562500 Penalty: 4157.388184
	Iteration 32Q: 3 clusters Score -573285.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -573286.250000 Penalty: 4157.388184
	Iteration 33Q: 3 clusters Score -573286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -573286.250000 Penalty: 4157.388184
	Iteration 34F: 3 clusters Score -573286.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Entering Unmasked Estep 
Score: -145537.125000 Penalty: 1741.228760
	Iteration 0F: 2 clusters Score -145537.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -143559.843750 Penalty: 3482.457520
	Iteration 0F: 3 clusters Score -143559.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -144002.687500 Penalty: 3482.457520
	Iteration 1F: 3 clusters Score -144002.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -144254.484375 Penalty: 3482.457520
	Iteration 2F: 3 clusters Score -144254.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -144542.515625 Penalty: 3482.457520
	Iteration 3F: 3 clusters Score -144542.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -144795.546875 Penalty: 3482.457520
	Iteration 4F: 3 clusters Score -144795.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -144869.906250 Penalty: 3482.457520
	Iteration 5Q: 3 clusters Score -144869.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -144923.812500 Penalty: 3482.457520
	Iteration 6Q: 3 clusters Score -144923.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -144947.796875 Penalty: 3482.457520
	Iteration 7Q: 3 clusters Score -144947.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -144971.265625 Penalty: 3482.457520
	Iteration 8Q: 3 clusters Score -144971.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -144991.609375 Penalty: 3482.457520
	Iteration 9Q: 3 clusters Score -144991.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -144999.890625 Penalty: 3482.457520
	Iteration 10Q: 3 clusters Score -144999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -145008.734375 Penalty: 3482.457520
	Iteration 11Q: 3 clusters Score -145008.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -145022.796875 Penalty: 3482.457520
	Iteration 12Q: 3 clusters Score -145022.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -145039.484375 Penalty: 3482.457520
	Iteration 13Q: 3 clusters Score -145039.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -145059.984375 Penalty: 3482.457520
	Iteration 14Q: 3 clusters Score -145060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -145069.906250 Penalty: 3482.457520
	Iteration 15Q: 3 clusters Score -145069.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -145077.046875 Penalty: 3482.457520
	Iteration 16Q: 3 clusters Score -145077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -145077.046875 Penalty: 3482.457520
	Iteration 17F: 3 clusters Score -145077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Entering Unmasked Estep 
Score: -5709032.000000 Penalty: 2641.114258
	Iteration 0F: 2 clusters Score -5709032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -5680523.500000 Penalty: 5282.228516
	Iteration 0F: 3 clusters Score -5680524 nChanged 19256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -5690931.500000 Penalty: 5282.228516
	Iteration 1F: 3 clusters Score -5690932 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -5691389.500000 Penalty: 5282.228516
	Iteration 2Q: 3 clusters Score -5691390 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -5691824.500000 Penalty: 5282.228516
	Iteration 3Q: 3 clusters Score -5691824 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -5692263.500000 Penalty: 5282.228516
	Iteration 4Q: 3 clusters Score -5692264 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -5692693.000000 Penalty: 5282.228516
	Iteration 5Q: 3 clusters Score -5692693 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -5693141.000000 Penalty: 5282.228516
	Iteration 6Q: 3 clusters Score -5693141 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -5693670.500000 Penalty: 5282.228516
	Iteration 7Q: 3 clusters Score -5693670 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -5694246.500000 Penalty: 5282.228516
	Iteration 8Q: 3 clusters Score -5694246 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -5694901.000000 Penalty: 5282.228516
	Iteration 9Q: 3 clusters Score -5694901 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -5695667.500000 Penalty: 5282.228516
	Iteration 10Q: 3 clusters Score -5695668 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -5696512.000000 Penalty: 5282.228516
	Iteration 11Q: 3 clusters Score -5696512 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -5697487.000000 Penalty: 5282.228516
	Iteration 12Q: 3 clusters Score -5697487 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -5698522.000000 Penalty: 5282.228516
	Iteration 13Q: 3 clusters Score -5698522 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -5699700.000000 Penalty: 5282.228516
	Iteration 14Q: 3 clusters Score -5699700 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -5700853.500000 Penalty: 5282.228516
	Iteration 15Q: 3 clusters Score -5700854 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -5702023.000000 Penalty: 5282.228516
	Iteration 16Q: 3 clusters Score -5702023 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -5703098.000000 Penalty: 5282.228516
	Iteration 17Q: 3 clusters Score -5703098 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -5703949.500000 Penalty: 5282.228516
	Iteration 18Q: 3 clusters Score -5703950 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -5704646.000000 Penalty: 5282.228516
	Iteration 19Q: 3 clusters Score -5704646 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -5705210.500000 Penalty: 5282.228516
	Iteration 20F: 3 clusters Score -5705210 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -5705623.000000 Penalty: 5282.228516
	Iteration 21Q: 3 clusters Score -5705623 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -5705969.000000 Penalty: 5282.228516
	Iteration 22Q: 3 clusters Score -5705969 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -5706196.500000 Penalty: 5282.228516
	Iteration 23Q: 3 clusters Score -5706196 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -5706392.500000 Penalty: 5282.228516
	Iteration 24Q: 3 clusters Score -5706392 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -5706539.000000 Penalty: 5282.228516
	Iteration 25Q: 3 clusters Score -5706539 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -5706632.500000 Penalty: 5282.228516
	Iteration 26Q: 3 clusters Score -5706632 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -5706701.000000 Penalty: 5282.228516
	Iteration 27Q: 3 clusters Score -5706701 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -5706760.000000 Penalty: 5282.228516
	Iteration 28Q: 3 clusters Score -5706760 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -5706838.500000 Penalty: 5282.228516
	Iteration 29Q: 3 clusters Score -5706838 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -5706890.500000 Penalty: 5282.228516
	Iteration 30Q: 3 clusters Score -5706890 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -5706942.500000 Penalty: 5282.228516
	Iteration 31Q: 3 clusters Score -5706942 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -5706974.000000 Penalty: 5282.228516
	Iteration 32Q: 3 clusters Score -5706974 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -5707007.500000 Penalty: 5282.228516
	Iteration 33Q: 3 clusters Score -5707008 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -5707036.500000 Penalty: 5282.228516
	Iteration 34Q: 3 clusters Score -5707036 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -5707040.500000 Penalty: 5282.228516
	Iteration 35Q: 3 clusters Score -5707040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -5707054.000000 Penalty: 5282.228516
	Iteration 36Q: 3 clusters Score -5707054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -5707055.500000 Penalty: 5282.228516
	Iteration 37Q: 3 clusters Score -5707056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -5707064.000000 Penalty: 5282.228516
	Iteration 38Q: 3 clusters Score -5707064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -5707075.500000 Penalty: 5282.228516
	Iteration 39Q: 3 clusters Score -5707076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -5707080.500000 Penalty: 5282.228516
	Iteration 40F: 3 clusters Score -5707080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -5707082.500000 Penalty: 5282.228516
	Iteration 41Q: 3 clusters Score -5707082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -5707093.500000 Penalty: 5282.228516
	Iteration 42Q: 3 clusters Score -5707094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -5707088.500000 Penalty: 5282.228516
	Iteration 43Q: 3 clusters Score -5707088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -5707094.500000 Penalty: 5282.228516
	Iteration 44Q: 3 clusters Score -5707094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -5707097.000000 Penalty: 5282.228516
	Iteration 45Q: 3 clusters Score -5707097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -5707109.500000 Penalty: 5282.228516
	Iteration 46Q: 3 clusters Score -5707110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -5707106.500000 Penalty: 5282.228516
	Iteration 47Q: 3 clusters Score -5707106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -5707109.500000 Penalty: 5282.228516
	Iteration 48Q: 3 clusters Score -5707110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -5707107.500000 Penalty: 5282.228516
	Iteration 49Q: 3 clusters Score -5707108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -5707112.500000 Penalty: 5282.228516
	Iteration 50Q: 3 clusters Score -5707112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -5707116.500000 Penalty: 5282.228516
	Iteration 51Q: 3 clusters Score -5707116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -5707118.500000 Penalty: 5282.228516
	Iteration 52Q: 3 clusters Score -5707118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -5707118.000000 Penalty: 5282.228516
	Iteration 53Q: 3 clusters Score -5707118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -5707125.000000 Penalty: 5282.228516
	Iteration 54Q: 3 clusters Score -5707125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -5707118.500000 Penalty: 5282.228516
	Iteration 55Q: 3 clusters Score -5707118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -5707127.000000 Penalty: 5282.228516
	Iteration 56Q: 3 clusters Score -5707127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -5707121.500000 Penalty: 5282.228516
	Iteration 57Q: 3 clusters Score -5707122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -5707125.500000 Penalty: 5282.228516
	Iteration 58Q: 3 clusters Score -5707126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -5707125.500000 Penalty: 5282.228516
	Iteration 59Q: 3 clusters Score -5707126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -5707129.500000 Penalty: 5282.228516
	Iteration 60F: 3 clusters Score -5707130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -5707128.000000 Penalty: 5282.228516
	Iteration 61Q: 3 clusters Score -5707128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -5707123.000000 Penalty: 5282.228516
	Iteration 62Q: 3 clusters Score -5707123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -5707121.500000 Penalty: 5282.228516
	Iteration 63Q: 3 clusters Score -5707122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -5707120.500000 Penalty: 5282.228516
	Iteration 64Q: 3 clusters Score -5707120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -5707118.000000 Penalty: 5282.228516
	Iteration 65Q: 3 clusters Score -5707118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -5707117.500000 Penalty: 5282.228516
	Iteration 66Q: 3 clusters Score -5707118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -5707117.500000 Penalty: 5282.228516
	Iteration 67Q: 3 clusters Score -5707118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -5707117.500000 Penalty: 5282.228516
	Iteration 68F: 3 clusters Score -5707118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Entering Unmasked Estep 
Score: -2611675.000000 Penalty: 2438.373779
	Iteration 0F: 2 clusters Score -2611675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2598529.000000 Penalty: 4876.747559
	Iteration 0F: 3 clusters Score -2598529 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2602803.250000 Penalty: 4876.747559
	Iteration 1F: 3 clusters Score -2602803 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2603257.500000 Penalty: 4876.747559
	Iteration 2F: 3 clusters Score -2603258 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2603730.500000 Penalty: 4876.747559
	Iteration 3F: 3 clusters Score -2603730 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2604316.000000 Penalty: 4876.747559
	Iteration 4F: 3 clusters Score -2604316 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2605033.250000 Penalty: 4876.747559
	Iteration 5F: 3 clusters Score -2605033 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2605912.750000 Penalty: 4876.747559
	Iteration 6F: 3 clusters Score -2605913 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2606898.250000 Penalty: 4876.747559
	Iteration 7F: 3 clusters Score -2606898 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2607820.000000 Penalty: 4876.747559
	Iteration 8F: 3 clusters Score -2607820 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2608452.250000 Penalty: 4876.747559
	Iteration 9Q: 3 clusters Score -2608452 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2608831.500000 Penalty: 4876.747559
	Iteration 10Q: 3 clusters Score -2608832 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2609044.750000 Penalty: 4876.747559
	Iteration 11Q: 3 clusters Score -2609045 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2609187.250000 Penalty: 4876.747559
	Iteration 12Q: 3 clusters Score -2609187 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2609303.000000 Penalty: 4876.747559
	Iteration 13Q: 3 clusters Score -2609303 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2609400.500000 Penalty: 4876.747559
	Iteration 14Q: 3 clusters Score -2609400 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2609488.250000 Penalty: 4876.747559
	Iteration 15Q: 3 clusters Score -2609488 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2609554.750000 Penalty: 4876.747559
	Iteration 16Q: 3 clusters Score -2609555 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2609612.000000 Penalty: 4876.747559
	Iteration 17Q: 3 clusters Score -2609612 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2609663.000000 Penalty: 4876.747559
	Iteration 18Q: 3 clusters Score -2609663 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2609713.500000 Penalty: 4876.747559
	Iteration 19Q: 3 clusters Score -2609714 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2609748.500000 Penalty: 4876.747559
	Iteration 20F: 3 clusters Score -2609748 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2609758.750000 Penalty: 4876.747559
	Iteration 21Q: 3 clusters Score -2609759 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2609764.500000 Penalty: 4876.747559
	Iteration 22Q: 3 clusters Score -2609764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2609773.250000 Penalty: 4876.747559
	Iteration 23Q: 3 clusters Score -2609773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2609794.250000 Penalty: 4876.747559
	Iteration 24Q: 3 clusters Score -2609794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2609797.500000 Penalty: 4876.747559
	Iteration 25Q: 3 clusters Score -2609798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2609815.750000 Penalty: 4876.747559
	Iteration 26Q: 3 clusters Score -2609816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2609823.500000 Penalty: 4876.747559
	Iteration 27Q: 3 clusters Score -2609824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2609831.500000 Penalty: 4876.747559
	Iteration 28Q: 3 clusters Score -2609832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2609833.250000 Penalty: 4876.747559
	Iteration 29Q: 3 clusters Score -2609833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2609835.000000 Penalty: 4876.747559
	Iteration 30Q: 3 clusters Score -2609835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2609827.500000 Penalty: 4876.747559
	Iteration 31Q: 3 clusters Score -2609828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2609826.500000 Penalty: 4876.747559
	Iteration 32Q: 3 clusters Score -2609826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2609830.250000 Penalty: 4876.747559
	Iteration 33Q: 3 clusters Score -2609830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2609825.250000 Penalty: 4876.747559
	Iteration 34Q: 3 clusters Score -2609825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2609831.500000 Penalty: 4876.747559
	Iteration 35Q: 3 clusters Score -2609832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2609835.000000 Penalty: 4876.747559
	Iteration 36Q: 3 clusters Score -2609835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2609837.750000 Penalty: 4876.747559
	Iteration 37Q: 3 clusters Score -2609838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2609836.250000 Penalty: 4876.747559
	Iteration 38Q: 3 clusters Score -2609836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2609834.750000 Penalty: 4876.747559
	Iteration 39Q: 3 clusters Score -2609835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2609837.500000 Penalty: 4876.747559
	Iteration 40F: 3 clusters Score -2609838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2609842.000000 Penalty: 4876.747559
	Iteration 41Q: 3 clusters Score -2609842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2609843.000000 Penalty: 4876.747559
	Iteration 42Q: 3 clusters Score -2609843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2609845.250000 Penalty: 4876.747559
	Iteration 43Q: 3 clusters Score -2609845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2609843.250000 Penalty: 4876.747559
	Iteration 44Q: 3 clusters Score -2609843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2609842.250000 Penalty: 4876.747559
	Iteration 45Q: 3 clusters Score -2609842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2609850.000000 Penalty: 4876.747559
	Iteration 46Q: 3 clusters Score -2609850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2609844.750000 Penalty: 4876.747559
	Iteration 47Q: 3 clusters Score -2609845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2609848.000000 Penalty: 4876.747559
	Iteration 48Q: 3 clusters Score -2609848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2609846.750000 Penalty: 4876.747559
	Iteration 49Q: 3 clusters Score -2609847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2609846.750000 Penalty: 4876.747559
	Iteration 50F: 3 clusters Score -2609847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Entering Unmasked Estep 
Score: -2066401.375000 Penalty: 2394.414551
	Iteration 0F: 2 clusters Score -2066401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2055101.500000 Penalty: 4788.829102
	Iteration 0F: 3 clusters Score -2055102 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2058915.625000 Penalty: 4788.829102
	Iteration 1F: 3 clusters Score -2058916 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2059358.125000 Penalty: 4788.829102
	Iteration 2F: 3 clusters Score -2059358 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2059736.500000 Penalty: 4788.829102
	Iteration 3F: 3 clusters Score -2059736 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2060126.750000 Penalty: 4788.829102
	Iteration 4Q: 3 clusters Score -2060127 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2060540.875000 Penalty: 4788.829102
	Iteration 5Q: 3 clusters Score -2060541 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2061004.375000 Penalty: 4788.829102
	Iteration 6Q: 3 clusters Score -2061004 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2061452.125000 Penalty: 4788.829102
	Iteration 7Q: 3 clusters Score -2061452 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2061809.375000 Penalty: 4788.829102
	Iteration 8Q: 3 clusters Score -2061809 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2062089.750000 Penalty: 4788.829102
	Iteration 9Q: 3 clusters Score -2062090 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2062306.875000 Penalty: 4788.829102
	Iteration 10Q: 3 clusters Score -2062307 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2062547.000000 Penalty: 4788.829102
	Iteration 11Q: 3 clusters Score -2062547 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2062801.750000 Penalty: 4788.829102
	Iteration 12Q: 3 clusters Score -2062802 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2063093.000000 Penalty: 4788.829102
	Iteration 13Q: 3 clusters Score -2063093 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2063408.000000 Penalty: 4788.829102
	Iteration 14Q: 3 clusters Score -2063408 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2063768.125000 Penalty: 4788.829102
	Iteration 15Q: 3 clusters Score -2063768 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2064184.125000 Penalty: 4788.829102
	Iteration 16Q: 3 clusters Score -2064184 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2064535.000000 Penalty: 4788.829102
	Iteration 17Q: 3 clusters Score -2064535 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2064753.125000 Penalty: 4788.829102
	Iteration 18Q: 3 clusters Score -2064753 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2064863.625000 Penalty: 4788.829102
	Iteration 19Q: 3 clusters Score -2064864 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2064925.000000 Penalty: 4788.829102
	Iteration 20F: 3 clusters Score -2064925 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2064981.250000 Penalty: 4788.829102
	Iteration 21Q: 3 clusters Score -2064981 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2065006.875000 Penalty: 4788.829102
	Iteration 22Q: 3 clusters Score -2065007 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2065028.875000 Penalty: 4788.829102
	Iteration 23Q: 3 clusters Score -2065029 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2065050.375000 Penalty: 4788.829102
	Iteration 24Q: 3 clusters Score -2065050 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2065064.125000 Penalty: 4788.829102
	Iteration 25Q: 3 clusters Score -2065064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2065073.375000 Penalty: 4788.829102
	Iteration 26Q: 3 clusters Score -2065073 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2065075.625000 Penalty: 4788.829102
	Iteration 27Q: 3 clusters Score -2065076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2065087.500000 Penalty: 4788.829102
	Iteration 28Q: 3 clusters Score -2065088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2065096.500000 Penalty: 4788.829102
	Iteration 29Q: 3 clusters Score -2065096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2065101.250000 Penalty: 4788.829102
	Iteration 30Q: 3 clusters Score -2065101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2065099.125000 Penalty: 4788.829102
	Iteration 31Q: 3 clusters Score -2065099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2065096.875000 Penalty: 4788.829102
	Iteration 32Q: 3 clusters Score -2065097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2065101.750000 Penalty: 4788.829102
	Iteration 33Q: 3 clusters Score -2065102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2065104.625000 Penalty: 4788.829102
	Iteration 34Q: 3 clusters Score -2065105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2065100.750000 Penalty: 4788.829102
	Iteration 35Q: 3 clusters Score -2065101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2065106.125000 Penalty: 4788.829102
	Iteration 36Q: 3 clusters Score -2065106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2065105.000000 Penalty: 4788.829102
	Iteration 37Q: 3 clusters Score -2065105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2065102.125000 Penalty: 4788.829102
	Iteration 38Q: 3 clusters Score -2065102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2065099.500000 Penalty: 4788.829102
	Iteration 39Q: 3 clusters Score -2065100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2065105.375000 Penalty: 4788.829102
	Iteration 40F: 3 clusters Score -2065105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2065108.750000 Penalty: 4788.829102
	Iteration 41Q: 3 clusters Score -2065109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2065106.500000 Penalty: 4788.829102
	Iteration 42Q: 3 clusters Score -2065106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2065110.500000 Penalty: 4788.829102
	Iteration 43Q: 3 clusters Score -2065110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2065110.625000 Penalty: 4788.829102
	Iteration 44Q: 3 clusters Score -2065111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2065114.750000 Penalty: 4788.829102
	Iteration 45Q: 3 clusters Score -2065115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2065111.000000 Penalty: 4788.829102
	Iteration 46Q: 3 clusters Score -2065111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2065109.125000 Penalty: 4788.829102
	Iteration 47Q: 3 clusters Score -2065109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2065115.875000 Penalty: 4788.829102
	Iteration 48Q: 3 clusters Score -2065116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2065111.750000 Penalty: 4788.829102
	Iteration 49Q: 3 clusters Score -2065112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2065120.625000 Penalty: 4788.829102
	Iteration 50Q: 3 clusters Score -2065121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2065121.375000 Penalty: 4788.829102
	Iteration 51Q: 3 clusters Score -2065121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2065123.250000 Penalty: 4788.829102
	Iteration 52Q: 3 clusters Score -2065123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2065123.375000 Penalty: 4788.829102
	Iteration 53Q: 3 clusters Score -2065123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2065124.625000 Penalty: 4788.829102
	Iteration 54Q: 3 clusters Score -2065125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2065127.250000 Penalty: 4788.829102
	Iteration 55Q: 3 clusters Score -2065127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2065123.750000 Penalty: 4788.829102
	Iteration 56Q: 3 clusters Score -2065124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2065123.000000 Penalty: 4788.829102
	Iteration 57Q: 3 clusters Score -2065123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2065123.000000 Penalty: 4788.829102
	Iteration 58F: 3 clusters Score -2065123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (128496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128496 members 
Entering Unmasked Estep 
Score: -17911038.000000 Penalty: 2917.385986
	Iteration 0F: 2 clusters Score -1.791104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 64321 members 
Entering Unmasked Estep 
Score: -17825772.000000 Penalty: 5834.771973
	Iteration 0F: 3 clusters Score -1.782577e+07 nChanged 61196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63253 members 
Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
Score: -17862002.000000 Penalty: 5834.771973
	Iteration 1F: 3 clusters Score -1.7862e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -17864058.000000 Penalty: 5834.771973
	Iteration 2Q: 3 clusters Score -1.786406e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 68834 members 
Entering Unmasked Estep 
Score: -17867566.000000 Penalty: 5834.771973
	Iteration 3F: 3 clusters Score -1.786757e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 72601 members 
Entering Unmasked Estep 
Score: -17872666.000000 Penalty: 5834.771973
	Iteration 4F: 3 clusters Score -1.787267e+07 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50551 members 
Mstep: Class 2 contains 77945 members 
Entering Unmasked Estep 
Score: -17880090.000000 Penalty: 5834.771973
	Iteration 5F: 3 clusters Score -1.788009e+07 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 83854 members 
Entering Unmasked Estep 
Score: -17887784.000000 Penalty: 5834.771973
	Iteration 6F: 3 clusters Score -1.788778e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 89097 members 
Entering Unmasked Estep 
Score: -17895200.000000 Penalty: 5834.771973
	Iteration 7F: 3 clusters Score -1.78952e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 92750 members 
Entering Unmasked Estep 
Score: -17900380.000000 Penalty: 5834.771973
	Iteration 8F: 3 clusters Score -1.790038e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 95231 members 
Entering Unmasked Estep 
Score: -17903508.000000 Penalty: 5834.771973
	Iteration 9Q: 3 clusters Score -1.790351e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 97185 members 
Entering Unmasked Estep 
Score: -17904966.000000 Penalty: 5834.771973
	Iteration 10Q: 3 clusters Score -1.790497e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 98845 members 
Entering Unmasked Estep 
Score: -17905702.000000 Penalty: 5834.771973
	Iteration 11Q: 3 clusters Score -1.79057e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 100264 members 
Entering Unmasked Estep 
Score: -17906178.000000 Penalty: 5834.771973
	Iteration 12Q: 3 clusters Score -1.790618e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 101591 members 
Entering Unmasked Estep 
Score: -17906682.000000 Penalty: 5834.771973
	Iteration 13Q: 3 clusters Score -1.790668e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 102826 members 
Entering Unmasked Estep 
Score: -17907062.000000 Penalty: 5834.771973
	Iteration 14Q: 3 clusters Score -1.790706e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 103978 members 
Entering Unmasked Estep 
Score: -17907400.000000 Penalty: 5834.771973
	Iteration 15Q: 3 clusters Score -1.79074e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 105058 members 
Entering Unmasked Estep 
Score: -17907676.000000 Penalty: 5834.771973
	Iteration 16Q: 3 clusters Score -1.790768e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 106046 members 
Entering Unmasked Estep 
Score: -17907914.000000 Penalty: 5834.771973
	Iteration 17Q: 3 clusters Score -1.790791e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 106984 members 
Entering Unmasked Estep 
Score: -17908218.000000 Penalty: 5834.771973
	Iteration 18Q: 3 clusters Score -1.790822e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 107884 members 
Entering Unmasked Estep 
Score: -17908440.000000 Penalty: 5834.771973
	Iteration 19Q: 3 clusters Score -1.790844e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 108745 members 
Entering Unmasked Estep 
Score: -17908564.000000 Penalty: 5834.771973
	Iteration 20F: 3 clusters Score -1.790856e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 109572 members 
Entering Unmasked Estep 
Score: -17908704.000000 Penalty: 5834.771973
	Iteration 21Q: 3 clusters Score -1.79087e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 110373 members 
Entering Unmasked Estep 
Score: -17908820.000000 Penalty: 5834.771973
	Iteration 22Q: 3 clusters Score -1.790882e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 111208 members 
Entering Unmasked Estep 
Score: -17909006.000000 Penalty: 5834.771973
	Iteration 23Q: 3 clusters Score -1.790901e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 112041 members 
Entering Unmasked Estep 
Score: -17909198.000000 Penalty: 5834.771973
	Iteration 24Q: 3 clusters Score -1.79092e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 112861 members 
Entering Unmasked Estep 
Score: -17909428.000000 Penalty: 5834.771973
	Iteration 25Q: 3 clusters Score -1.790943e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 113651 members 
Entering Unmasked Estep 
Score: -17909502.000000 Penalty: 5834.771973
	Iteration 26Q: 3 clusters Score -1.79095e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 114434 members 
Entering Unmasked Estep 
Score: -17909638.000000 Penalty: 5834.771973
	Iteration 27Q: 3 clusters Score -1.790964e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 115179 members 
Entering Unmasked Estep 
Score: -17909836.000000 Penalty: 5834.771973
	Iteration 28Q: 3 clusters Score -1.790984e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 115864 members 
Entering Unmasked Estep 
Score: -17909964.000000 Penalty: 5834.771973
	Iteration 29Q: 3 clusters Score -1.790996e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 116512 members 
Entering Unmasked Estep 
Score: -17909998.000000 Penalty: 5834.771973
	Iteration 30Q: 3 clusters Score -1.791e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 117160 members 
Entering Unmasked Estep 
Score: -17910150.000000 Penalty: 5834.771973
	Iteration 31Q: 3 clusters Score -1.791015e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 117771 members 
Entering Unmasked Estep 
Score: -17910236.000000 Penalty: 5834.771973
	Iteration 32Q: 3 clusters Score -1.791024e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 118299 members 
Entering Unmasked Estep 
Score: -17910222.000000 Penalty: 5834.771973
	Iteration 33Q: 3 clusters Score -1.791022e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 118780 members 
Entering Unmasked Estep 
Score: -17910304.000000 Penalty: 5834.771973
	Iteration 34Q: 3 clusters Score -1.79103e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 119220 members 
Entering Unmasked Estep 
Score: -17910298.000000 Penalty: 5834.771973
	Iteration 35Q: 3 clusters Score -1.79103e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 119642 members 
Entering Unmasked Estep 
Score: -17910264.000000 Penalty: 5834.771973
	Iteration 36Q: 3 clusters Score -1.791026e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 120044 members 
Entering Unmasked Estep 
Score: -17910328.000000 Penalty: 5834.771973
	Iteration 37Q: 3 clusters Score -1.791033e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 120438 members 
Entering Unmasked Estep 
Score: -17910354.000000 Penalty: 5834.771973
	Iteration 38Q: 3 clusters Score -1.791035e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 120793 members 
Entering Unmasked Estep 
Score: -17910360.000000 Penalty: 5834.771973
	Iteration 39Q: 3 clusters Score -1.791036e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 121100 members 
Entering Unmasked Estep 
Score: -17910438.000000 Penalty: 5834.771973
	Iteration 40F: 3 clusters Score -1.791044e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 121373 members 
Entering Unmasked Estep 
Score: -17910414.000000 Penalty: 5834.771973
	Iteration 41Q: 3 clusters Score -1.791041e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 121636 members 
Entering Unmasked Estep 
Score: -17910436.000000 Penalty: 5834.771973
	Iteration 42Q: 3 clusters Score -1.791044e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 121884 members 
Entering Unmasked Estep 
Score: -17910452.000000 Penalty: 5834.771973
	Iteration 43Q: 3 clusters Score -1.791045e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 122102 members 
Entering Unmasked Estep 
Score: -17910454.000000 Penalty: 5834.771973
	Iteration 44Q: 3 clusters Score -1.791045e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 122278 members 
Entering Unmasked Estep 
Score: -17910456.000000 Penalty: 5834.771973
	Iteration 45Q: 3 clusters Score -1.791046e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 122458 members 
Entering Unmasked Estep 
Score: -17910416.000000 Penalty: 5834.771973
	Iteration 46Q: 3 clusters Score -1.791042e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 122652 members 
Entering Unmasked Estep 
Score: -17910386.000000 Penalty: 5834.771973
	Iteration 47Q: 3 clusters Score -1.791039e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 122802 members 
Entering Unmasked Estep 
Score: -17910394.000000 Penalty: 5834.771973
	Iteration 48Q: 3 clusters Score -1.791039e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 122923 members 
Entering Unmasked Estep 
Score: -17910452.000000 Penalty: 5834.771973
	Iteration 49Q: 3 clusters Score -1.791045e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 123029 members 
Entering Unmasked Estep 
Score: -17910434.000000 Penalty: 5834.771973
	Iteration 50Q: 3 clusters Score -1.791043e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 123137 members 
Entering Unmasked Estep 
Score: -17910430.000000 Penalty: 5834.771973
	Iteration 51Q: 3 clusters Score -1.791043e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 123239 members 
Entering Unmasked Estep 
Score: -17910428.000000 Penalty: 5834.771973
	Iteration 52Q: 3 clusters Score -1.791043e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 123334 members 
Entering Unmasked Estep 
Score: -17910424.000000 Penalty: 5834.771973
	Iteration 53Q: 3 clusters Score -1.791042e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 123412 members 
Entering Unmasked Estep 
Score: -17910418.000000 Penalty: 5834.771973
	Iteration 54Q: 3 clusters Score -1.791042e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 123489 members 
Entering Unmasked Estep 
Score: -17910430.000000 Penalty: 5834.771973
	Iteration 55Q: 3 clusters Score -1.791043e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 123557 members 
Entering Unmasked Estep 
Score: -17910408.000000 Penalty: 5834.771973
	Iteration 56Q: 3 clusters Score -1.791041e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 123628 members 
Entering Unmasked Estep 
Score: -17910380.000000 Penalty: 5834.771973
	Iteration 57Q: 3 clusters Score -1.791038e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 123682 members 
Entering Unmasked Estep 
Score: -17910340.000000 Penalty: 5834.771973
	Iteration 58Q: 3 clusters Score -1.791034e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 123735 members 
Entering Unmasked Estep 
Score: -17910342.000000 Penalty: 5834.771973
	Iteration 59Q: 3 clusters Score -1.791034e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 123784 members 
Entering Unmasked Estep 
Score: -17910328.000000 Penalty: 5834.771973
	Iteration 60F: 3 clusters Score -1.791033e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 123841 members 
Entering Unmasked Estep 
Score: -17910346.000000 Penalty: 5834.771973
	Iteration 61Q: 3 clusters Score -1.791035e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 123885 members 
Entering Unmasked Estep 
Score: -17910352.000000 Penalty: 5834.771973
	Iteration 62Q: 3 clusters Score -1.791035e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 123933 members 
Entering Unmasked Estep 
Score: -17910360.000000 Penalty: 5834.771973
	Iteration 63Q: 3 clusters Score -1.791036e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 123978 members 
Entering Unmasked Estep 
Score: -17910348.000000 Penalty: 5834.771973
	Iteration 64Q: 3 clusters Score -1.791035e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 124020 members 
Entering Unmasked Estep 
Score: -17910354.000000 Penalty: 5834.771973
	Iteration 65Q: 3 clusters Score -1.791035e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 124061 members 
Entering Unmasked Estep 
Score: -17910332.000000 Penalty: 5834.771973
	Iteration 66Q: 3 clusters Score -1.791033e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 124092 members 
Entering Unmasked Estep 
Score: -17910320.000000 Penalty: 5834.771973
	Iteration 67Q: 3 clusters Score -1.791032e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 124119 members 
Entering Unmasked Estep 
Score: -17910314.000000 Penalty: 5834.771973
	Iteration 68Q: 3 clusters Score -1.791031e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 124144 members 
Entering Unmasked Estep 
Score: -17910314.000000 Penalty: 5834.771973
	Iteration 69Q: 3 clusters Score -1.791031e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 124173 members 
Entering Unmasked Estep 
Score: -17910292.000000 Penalty: 5834.771973
	Iteration 70Q: 3 clusters Score -1.791029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 124190 members 
Entering Unmasked Estep 
Score: -17910318.000000 Penalty: 5834.771973
	Iteration 71Q: 3 clusters Score -1.791032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 124206 members 
Entering Unmasked Estep 
Score: -17910306.000000 Penalty: 5834.771973
	Iteration 72Q: 3 clusters Score -1.791031e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 124222 members 
Entering Unmasked Estep 
Score: -17910296.000000 Penalty: 5834.771973
	Iteration 73Q: 3 clusters Score -1.79103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 124231 members 
Entering Unmasked Estep 
Score: -17910290.000000 Penalty: 5834.771973
	Iteration 74Q: 3 clusters Score -1.791029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 124238 members 
Entering Unmasked Estep 
Score: -17910288.000000 Penalty: 5834.771973
	Iteration 75Q: 3 clusters Score -1.791029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 124242 members 
Entering Unmasked Estep 
Score: -17910284.000000 Penalty: 5834.771973
	Iteration 76Q: 3 clusters Score -1.791028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 124246 members 
Entering Unmasked Estep 
Score: -17910284.000000 Penalty: 5834.771973
	Iteration 77Q: 3 clusters Score -1.791028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 124249 members 
Entering Unmasked Estep 
Score: -17910278.000000 Penalty: 5834.771973
	Iteration 78Q: 3 clusters Score -1.791028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 124252 members 
Entering Unmasked Estep 
Score: -17910278.000000 Penalty: 5834.771973
	Iteration 79Q: 3 clusters Score -1.791028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 124257 members 
Entering Unmasked Estep 
Score: -17910272.000000 Penalty: 5834.771973
	Iteration 80F: 3 clusters Score -1.791027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 124264 members 
Entering Unmasked Estep 
Score: -17910276.000000 Penalty: 5834.771973
	Iteration 81Q: 3 clusters Score -1.791028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 124270 members 
Entering Unmasked Estep 
Score: -17910270.000000 Penalty: 5834.771973
	Iteration 82Q: 3 clusters Score -1.791027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 124280 members 
Entering Unmasked Estep 
Score: -17910262.000000 Penalty: 5834.771973
	Iteration 83Q: 3 clusters Score -1.791026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 124291 members 
Entering Unmasked Estep 
Score: -17910272.000000 Penalty: 5834.771973
	Iteration 84Q: 3 clusters Score -1.791027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 124309 members 
Entering Unmasked Estep 
Score: -17910276.000000 Penalty: 5834.771973
	Iteration 85Q: 3 clusters Score -1.791028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 124328 members 
Entering Unmasked Estep 
Score: -17910270.000000 Penalty: 5834.771973
	Iteration 86Q: 3 clusters Score -1.791027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 124345 members 
Entering Unmasked Estep 
Score: -17910278.000000 Penalty: 5834.771973
	Iteration 87Q: 3 clusters Score -1.791028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 124359 members 
Entering Unmasked Estep 
Score: -17910282.000000 Penalty: 5834.771973
	Iteration 88Q: 3 clusters Score -1.791028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 124376 members 
Entering Unmasked Estep 
Score: -17910284.000000 Penalty: 5834.771973
	Iteration 89Q: 3 clusters Score -1.791028e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 124389 members 
Entering Unmasked Estep 
Score: -17910284.000000 Penalty: 5834.771973
	Iteration 90Q: 3 clusters Score -1.791028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 124405 members 
Entering Unmasked Estep 
Score: -17910266.000000 Penalty: 5834.771973
	Iteration 91Q: 3 clusters Score -1.791027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 124419 members 
Entering Unmasked Estep 
Score: -17910284.000000 Penalty: 5834.771973
	Iteration 92Q: 3 clusters Score -1.791028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 124433 members 
Entering Unmasked Estep 
Score: -17910276.000000 Penalty: 5834.771973
	Iteration 93Q: 3 clusters Score -1.791028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 124447 members 
Entering Unmasked Estep 
Score: -17910302.000000 Penalty: 5834.771973
	Iteration 94Q: 3 clusters Score -1.79103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 124464 members 
Entering Unmasked Estep 
Score: -17910314.000000 Penalty: 5834.771973
	Iteration 95Q: 3 clusters Score -1.791031e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 124479 members 
Entering Unmasked Estep 
Score: -17910330.000000 Penalty: 5834.771973
	Iteration 96Q: 3 clusters Score -1.791033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 124490 members 
Entering Unmasked Estep 
Score: -17910332.000000 Penalty: 5834.771973
	Iteration 97Q: 3 clusters Score -1.791033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 124501 members 
Entering Unmasked Estep 
Score: -17910328.000000 Penalty: 5834.771973
	Iteration 98Q: 3 clusters Score -1.791033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 124509 members 
Entering Unmasked Estep 
Score: -17910312.000000 Penalty: 5834.771973
	Iteration 99Q: 3 clusters Score -1.791031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 124513 members 
Entering Unmasked Estep 
Score: -17910320.000000 Penalty: 5834.771973
	Iteration 100F: 3 clusters Score -1.791032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 124519 members 
Entering Unmasked Estep 
Score: -17910312.000000 Penalty: 5834.771973
	Iteration 101Q: 3 clusters Score -1.791031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 124526 members 
Entering Unmasked Estep 
Score: -17910314.000000 Penalty: 5834.771973
	Iteration 102Q: 3 clusters Score -1.791031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 124531 members 
Entering Unmasked Estep 
Score: -17910312.000000 Penalty: 5834.771973
	Iteration 103Q: 3 clusters Score -1.791031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 124540 members 
Entering Unmasked Estep 
Score: -17910334.000000 Penalty: 5834.771973
	Iteration 104Q: 3 clusters Score -1.791033e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 124557 members 
Entering Unmasked Estep 
Score: -17910332.000000 Penalty: 5834.771973
	Iteration 105Q: 3 clusters Score -1.791033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 124566 members 
Entering Unmasked Estep 
Score: -17910312.000000 Penalty: 5834.771973
	Iteration 106Q: 3 clusters Score -1.791031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 124572 members 
Entering Unmasked Estep 
Score: -17910328.000000 Penalty: 5834.771973
	Iteration 107Q: 3 clusters Score -1.791033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 124580 members 
Entering Unmasked Estep 
Score: -17910316.000000 Penalty: 5834.771973
	Iteration 108Q: 3 clusters Score -1.791032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 124582 members 
Entering Unmasked Estep 
Score: -17910320.000000 Penalty: 5834.771973
	Iteration 109Q: 3 clusters Score -1.791032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 124584 members 
Entering Unmasked Estep 
Score: -17910320.000000 Penalty: 5834.771973
	Iteration 110Q: 3 clusters Score -1.791032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 124589 members 
Entering Unmasked Estep 
Score: -17910314.000000 Penalty: 5834.771973
	Iteration 111Q: 3 clusters Score -1.791031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 124591 members 
Entering Unmasked Estep 
Score: -17910310.000000 Penalty: 5834.771973
	Iteration 112Q: 3 clusters Score -1.791031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 124591 members 
Entering Unmasked Estep 
Score: -17910308.000000 Penalty: 5834.771973
	Iteration 113Q: 3 clusters Score -1.791031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 124592 members 
Entering Unmasked Estep 
Score: -17910314.000000 Penalty: 5834.771973
	Iteration 114Q: 3 clusters Score -1.791031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 124594 members 
Entering Unmasked Estep 
Score: -17910324.000000 Penalty: 5834.771973
	Iteration 115Q: 3 clusters Score -1.791032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 124596 members 
Entering Unmasked Estep 
Score: -17910312.000000 Penalty: 5834.771973
	Iteration 116Q: 3 clusters Score -1.791031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 124598 members 
Entering Unmasked Estep 
Score: -17910318.000000 Penalty: 5834.771973
	Iteration 117Q: 3 clusters Score -1.791032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 124600 members 
Entering Unmasked Estep 
Score: -17910322.000000 Penalty: 5834.771973
	Iteration 118Q: 3 clusters Score -1.791032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 124602 members 
Entering Unmasked Estep 
Score: -17910322.000000 Penalty: 5834.771973
	Iteration 119Q: 3 clusters Score -1.791032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 124606 members 
Entering Unmasked Estep 
Score: -17910318.000000 Penalty: 5834.771973
	Iteration 120F: 3 clusters Score -1.791032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 124609 members 
Entering Unmasked Estep 
Score: -17910310.000000 Penalty: 5834.771973
	Iteration 121Q: 3 clusters Score -1.791031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 124615 members 
Entering Unmasked Estep 
Score: -17910288.000000 Penalty: 5834.771973
	Iteration 122Q: 3 clusters Score -1.791029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 124620 members 
Entering Unmasked Estep 
Score: -17910294.000000 Penalty: 5834.771973
	Iteration 123Q: 3 clusters Score -1.791029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 124623 members 
Entering Unmasked Estep 
Score: -17910294.000000 Penalty: 5834.771973
	Iteration 124Q: 3 clusters Score -1.791029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 124629 members 
Entering Unmasked Estep 
Score: -17910298.000000 Penalty: 5834.771973
	Iteration 125Q: 3 clusters Score -1.79103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 124632 members 
Entering Unmasked Estep 
Score: -17910314.000000 Penalty: 5834.771973
	Iteration 126Q: 3 clusters Score -1.791031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 124638 members 
Entering Unmasked Estep 
Score: -17910316.000000 Penalty: 5834.771973
	Iteration 127Q: 3 clusters Score -1.791032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 124643 members 
Entering Unmasked Estep 
Score: -17910310.000000 Penalty: 5834.771973
	Iteration 128Q: 3 clusters Score -1.791031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 124648 members 
Entering Unmasked Estep 
Score: -17910320.000000 Penalty: 5834.771973
	Iteration 129Q: 3 clusters Score -1.791032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 124653 members 
Entering Unmasked Estep 
Score: -17910326.000000 Penalty: 5834.771973
	Iteration 130Q: 3 clusters Score -1.791033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 124659 members 
Entering Unmasked Estep 
Score: -17910314.000000 Penalty: 5834.771973
	Iteration 131Q: 3 clusters Score -1.791031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 124663 members 
Entering Unmasked Estep 
Score: -17910312.000000 Penalty: 5834.771973
	Iteration 132Q: 3 clusters Score -1.791031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 124665 members 
Entering Unmasked Estep 
Score: -17910328.000000 Penalty: 5834.771973
	Iteration 133Q: 3 clusters Score -1.791033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 124668 members 
Entering Unmasked Estep 
Score: -17910326.000000 Penalty: 5834.771973
	Iteration 134Q: 3 clusters Score -1.791033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 124671 members 
Entering Unmasked Estep 
Score: -17910318.000000 Penalty: 5834.771973
	Iteration 135Q: 3 clusters Score -1.791032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 124673 members 
Entering Unmasked Estep 
Score: -17910330.000000 Penalty: 5834.771973
	Iteration 136Q: 3 clusters Score -1.791033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 124678 members 
Entering Unmasked Estep 
Score: -17910326.000000 Penalty: 5834.771973
	Iteration 137Q: 3 clusters Score -1.791033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 124681 members 
Entering Unmasked Estep 
Score: -17910320.000000 Penalty: 5834.771973
	Iteration 138Q: 3 clusters Score -1.791032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 124686 members 
Entering Unmasked Estep 
Score: -17910320.000000 Penalty: 5834.771973
	Iteration 139Q: 3 clusters Score -1.791032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 124693 members 
Entering Unmasked Estep 
Score: -17910326.000000 Penalty: 5834.771973
	Iteration 140F: 3 clusters Score -1.791033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 124701 members 
Entering Unmasked Estep 
Score: -17910324.000000 Penalty: 5834.771973
	Iteration 141Q: 3 clusters Score -1.791032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 124704 members 
Entering Unmasked Estep 
Score: -17910330.000000 Penalty: 5834.771973
	Iteration 142Q: 3 clusters Score -1.791033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 124711 members 
Entering Unmasked Estep 
Score: -17910310.000000 Penalty: 5834.771973
	Iteration 143Q: 3 clusters Score -1.791031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 124718 members 
Entering Unmasked Estep 
Score: -17910328.000000 Penalty: 5834.771973
	Iteration 144Q: 3 clusters Score -1.791033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 124729 members 
Entering Unmasked Estep 
Score: -17910312.000000 Penalty: 5834.771973
	Iteration 145Q: 3 clusters Score -1.791031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 124736 members 
Entering Unmasked Estep 
Score: -17910326.000000 Penalty: 5834.771973
	Iteration 146Q: 3 clusters Score -1.791033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 124745 members 
Entering Unmasked Estep 
Score: -17910338.000000 Penalty: 5834.771973
	Iteration 147Q: 3 clusters Score -1.791034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 124749 members 
Entering Unmasked Estep 
Score: -17910334.000000 Penalty: 5834.771973
	Iteration 148Q: 3 clusters Score -1.791033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 124752 members 
Entering Unmasked Estep 
Score: -17910330.000000 Penalty: 5834.771973
	Iteration 149Q: 3 clusters Score -1.791033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 124755 members 
Entering Unmasked Estep 
Score: -17910324.000000 Penalty: 5834.771973
	Iteration 150Q: 3 clusters Score -1.791032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 124759 members 
Entering Unmasked Estep 
Score: -17910306.000000 Penalty: 5834.771973
	Iteration 151Q: 3 clusters Score -1.791031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 124765 members 
Entering Unmasked Estep 
Score: -17910318.000000 Penalty: 5834.771973
	Iteration 152Q: 3 clusters Score -1.791032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 124769 members 
Entering Unmasked Estep 
Score: -17910324.000000 Penalty: 5834.771973
	Iteration 153Q: 3 clusters Score -1.791032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 124774 members 
Entering Unmasked Estep 
Score: -17910314.000000 Penalty: 5834.771973
	Iteration 154Q: 3 clusters Score -1.791031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 124780 members 
Entering Unmasked Estep 
Score: -17910324.000000 Penalty: 5834.771973
	Iteration 155Q: 3 clusters Score -1.791032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 124784 members 
Entering Unmasked Estep 
Score: -17910318.000000 Penalty: 5834.771973
	Iteration 156Q: 3 clusters Score -1.791032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 124789 members 
Entering Unmasked Estep 
Score: -17910310.000000 Penalty: 5834.771973
	Iteration 157Q: 3 clusters Score -1.791031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 124797 members 
Entering Unmasked Estep 
Score: -17910310.000000 Penalty: 5834.771973
	Iteration 158Q: 3 clusters Score -1.791031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 124801 members 
Entering Unmasked Estep 
Score: -17910300.000000 Penalty: 5834.771973
	Iteration 159Q: 3 clusters Score -1.79103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 124805 members 
Entering Unmasked Estep 
Score: -17910314.000000 Penalty: 5834.771973
	Iteration 160F: 3 clusters Score -1.791031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 124809 members 
Entering Unmasked Estep 
Score: -17910304.000000 Penalty: 5834.771973
	Iteration 161Q: 3 clusters Score -1.79103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 124813 members 
Entering Unmasked Estep 
Score: -17910316.000000 Penalty: 5834.771973
	Iteration 162Q: 3 clusters Score -1.791032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 124816 members 
Entering Unmasked Estep 
Score: -17910310.000000 Penalty: 5834.771973
	Iteration 163Q: 3 clusters Score -1.791031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 124821 members 
Entering Unmasked Estep 
Score: -17910320.000000 Penalty: 5834.771973
	Iteration 164Q: 3 clusters Score -1.791032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 124821 members 
Entering Unmasked Estep 
Score: -17910316.000000 Penalty: 5834.771973
	Iteration 165Q: 3 clusters Score -1.791032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 124822 members 
Entering Unmasked Estep 
Score: -17910312.000000 Penalty: 5834.771973
	Iteration 166Q: 3 clusters Score -1.791031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 124823 members 
Entering Unmasked Estep 
Score: -17910310.000000 Penalty: 5834.771973
	Iteration 167Q: 3 clusters Score -1.791031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 124825 members 
Entering Unmasked Estep 
Score: -17910316.000000 Penalty: 5834.771973
	Iteration 168Q: 3 clusters Score -1.791032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 124829 members 
Entering Unmasked Estep 
Score: -17910294.000000 Penalty: 5834.771973
	Iteration 169Q: 3 clusters Score -1.791029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 124835 members 
Entering Unmasked Estep 
Score: -17910296.000000 Penalty: 5834.771973
	Iteration 170Q: 3 clusters Score -1.79103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 124842 members 
Entering Unmasked Estep 
Score: -17910294.000000 Penalty: 5834.771973
	Iteration 171Q: 3 clusters Score -1.791029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 124847 members 
Entering Unmasked Estep 
Score: -17910302.000000 Penalty: 5834.771973
	Iteration 172Q: 3 clusters Score -1.79103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 124848 members 
Entering Unmasked Estep 
Score: -17910302.000000 Penalty: 5834.771973
	Iteration 173Q: 3 clusters Score -1.79103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 124850 members 
Entering Unmasked Estep 
Score: -17910304.000000 Penalty: 5834.771973
	Iteration 174Q: 3 clusters Score -1.79103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 124853 members 
Entering Unmasked Estep 
Score: -17910302.000000 Penalty: 5834.771973
	Iteration 175Q: 3 clusters Score -1.79103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 124854 members 
Entering Unmasked Estep 
Score: -17910304.000000 Penalty: 5834.771973
	Iteration 176Q: 3 clusters Score -1.79103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 124855 members 
Entering Unmasked Estep 
Score: -17910298.000000 Penalty: 5834.771973
	Iteration 177Q: 3 clusters Score -1.79103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 124856 members 
Entering Unmasked Estep 
Score: -17910302.000000 Penalty: 5834.771973
	Iteration 178Q: 3 clusters Score -1.79103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 124859 members 
Entering Unmasked Estep 
Score: -17910306.000000 Penalty: 5834.771973
	Iteration 179Q: 3 clusters Score -1.791031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 124861 members 
Entering Unmasked Estep 
Score: -17910300.000000 Penalty: 5834.771973
	Iteration 180F: 3 clusters Score -1.79103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 124864 members 
Entering Unmasked Estep 
Score: -17910296.000000 Penalty: 5834.771973
	Iteration 181Q: 3 clusters Score -1.79103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 124867 members 
Entering Unmasked Estep 
Score: -17910294.000000 Penalty: 5834.771973
	Iteration 182Q: 3 clusters Score -1.791029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 124870 members 
Entering Unmasked Estep 
Score: -17910292.000000 Penalty: 5834.771973
	Iteration 183Q: 3 clusters Score -1.791029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 124875 members 
Entering Unmasked Estep 
Score: -17910280.000000 Penalty: 5834.771973
	Iteration 184Q: 3 clusters Score -1.791028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 124876 members 
Entering Unmasked Estep 
Score: -17910288.000000 Penalty: 5834.771973
	Iteration 185Q: 3 clusters Score -1.791029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 124876 members 
Entering Unmasked Estep 
Score: -17910288.000000 Penalty: 5834.771973
	Iteration 186F: 3 clusters Score -1.791029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -50768.683594 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -50768.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49329.476562 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -49329.48 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49466.375000 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -49466.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49511.066406 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -49511.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49540.667969 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -49540.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49553.164062 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -49553.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49568.656250 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -49568.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49576.023438 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -49576.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49577.589844 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -49577.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49577.589844 Penalty: 2982.802734
	Iteration 8F: 3 clusters Score -49577.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (199944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199944 members 
Entering Unmasked Estep 
Score: -27942652.000000 Penalty: 3027.036621
	Iteration 0F: 2 clusters Score -2.794265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100060 members 
Mstep: Class 2 contains 99884 members 
Entering Unmasked Estep 
Score: -27820904.000000 Penalty: 6054.073242
	Iteration 0F: 3 clusters Score -2.78209e+07 nChanged 96267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101163 members 
Mstep: Class 2 contains 98781 members 
Entering Unmasked Estep 
Score: -27876194.000000 Penalty: 6054.073242
	Iteration 1F: 3 clusters Score -2.787619e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Mstep: Class 2 contains 98031 members 
Entering Unmasked Estep 
Score: -27876984.000000 Penalty: 6054.073242
	Iteration 2Q: 3 clusters Score -2.787698e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103107 members 
Mstep: Class 2 contains 96837 members 
Entering Unmasked Estep 
Score: -27878158.000000 Penalty: 6054.073242
	Iteration 3Q: 3 clusters Score -2.787816e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104841 members 
Mstep: Class 2 contains 95103 members 
Entering Unmasked Estep 
Score: -27879672.000000 Penalty: 6054.073242
	Iteration 4Q: 3 clusters Score -2.787967e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107438 members 
Mstep: Class 2 contains 92506 members 
Entering Unmasked Estep 
Score: -27881772.000000 Penalty: 6054.073242
	Iteration 5Q: 3 clusters Score -2.788177e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111326 members 
Mstep: Class 2 contains 88618 members 
Entering Unmasked Estep 
Score: -27884784.000000 Penalty: 6054.073242
	Iteration 6Q: 3 clusters Score -2.788478e+07 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116968 members 
Mstep: Class 2 contains 82976 members 
Entering Unmasked Estep 
Score: -27889656.000000 Penalty: 6054.073242
	Iteration 7Q: 3 clusters Score -2.788966e+07 nChanged 11228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124548 members 
Mstep: Class 2 contains 75396 members 
Entering Unmasked Estep 
Score: -27896554.000000 Penalty: 6054.073242
	Iteration 8F: 3 clusters Score -2.789655e+07 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133934 members 
Mstep: Class 2 contains 66010 members 
Entering Unmasked Estep 
Score: -27905954.000000 Penalty: 6054.073242
	Iteration 9F: 3 clusters Score -2.790595e+07 nChanged 12742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142964 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
Score: -27915796.000000 Penalty: 6054.073242
	Iteration 10F: 3 clusters Score -2.79158e+07 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150212 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -27923732.000000 Penalty: 6054.073242
	Iteration 11F: 3 clusters Score -2.792373e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155231 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -27928458.000000 Penalty: 6054.073242
	Iteration 12Q: 3 clusters Score -2.792846e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159002 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -27930808.000000 Penalty: 6054.073242
	Iteration 13Q: 3 clusters Score -2.793081e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162143 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -27932518.000000 Penalty: 6054.073242
	Iteration 14Q: 3 clusters Score -2.793252e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164888 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -27933728.000000 Penalty: 6054.073242
	Iteration 15Q: 3 clusters Score -2.793373e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167511 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -27934784.000000 Penalty: 6054.073242
	Iteration 16Q: 3 clusters Score -2.793478e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169956 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -27935486.000000 Penalty: 6054.073242
	Iteration 17Q: 3 clusters Score -2.793549e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172242 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -27936020.000000 Penalty: 6054.073242
	Iteration 18Q: 3 clusters Score -2.793602e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174321 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -27936808.000000 Penalty: 6054.073242
	Iteration 19Q: 3 clusters Score -2.793681e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176253 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -27937358.000000 Penalty: 6054.073242
	Iteration 20F: 3 clusters Score -2.793736e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178034 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -27937786.000000 Penalty: 6054.073242
	Iteration 21Q: 3 clusters Score -2.793779e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179700 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -27938200.000000 Penalty: 6054.073242
	Iteration 22Q: 3 clusters Score -2.79382e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181300 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -27938416.000000 Penalty: 6054.073242
	Iteration 23Q: 3 clusters Score -2.793842e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182788 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -27938598.000000 Penalty: 6054.073242
	Iteration 24Q: 3 clusters Score -2.79386e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184170 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -27938800.000000 Penalty: 6054.073242
	Iteration 25Q: 3 clusters Score -2.79388e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185460 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -27938894.000000 Penalty: 6054.073242
	Iteration 26Q: 3 clusters Score -2.793889e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186661 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -27939118.000000 Penalty: 6054.073242
	Iteration 27Q: 3 clusters Score -2.793912e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187839 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -27939168.000000 Penalty: 6054.073242
	Iteration 28Q: 3 clusters Score -2.793917e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188973 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -27939354.000000 Penalty: 6054.073242
	Iteration 29Q: 3 clusters Score -2.793935e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190058 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -27939462.000000 Penalty: 6054.073242
	Iteration 30Q: 3 clusters Score -2.793946e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191073 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -27939646.000000 Penalty: 6054.073242
	Iteration 31Q: 3 clusters Score -2.793965e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192050 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -27939910.000000 Penalty: 6054.073242
	Iteration 32Q: 3 clusters Score -2.793991e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193010 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -27940076.000000 Penalty: 6054.073242
	Iteration 33Q: 3 clusters Score -2.794008e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193915 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -27940220.000000 Penalty: 6054.073242
	Iteration 34Q: 3 clusters Score -2.794022e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194784 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -27940442.000000 Penalty: 6054.073242
	Iteration 35Q: 3 clusters Score -2.794044e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195559 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -27940556.000000 Penalty: 6054.073242
	Iteration 36Q: 3 clusters Score -2.794056e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196168 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -27940584.000000 Penalty: 6054.073242
	Iteration 37Q: 3 clusters Score -2.794058e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196666 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -27940608.000000 Penalty: 6054.073242
	Iteration 38Q: 3 clusters Score -2.794061e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197079 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -27940614.000000 Penalty: 6054.073242
	Iteration 39Q: 3 clusters Score -2.794061e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197408 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -27940678.000000 Penalty: 6054.073242
	Iteration 40F: 3 clusters Score -2.794068e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197661 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -27940734.000000 Penalty: 6054.073242
	Iteration 41Q: 3 clusters Score -2.794073e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197853 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -27940724.000000 Penalty: 6054.073242
	Iteration 42Q: 3 clusters Score -2.794072e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197986 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -27940784.000000 Penalty: 6054.073242
	Iteration 43Q: 3 clusters Score -2.794078e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198093 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -27940730.000000 Penalty: 6054.073242
	Iteration 44Q: 3 clusters Score -2.794073e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198197 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -27940730.000000 Penalty: 6054.073242
	Iteration 45Q: 3 clusters Score -2.794073e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198277 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -27940752.000000 Penalty: 6054.073242
	Iteration 46Q: 3 clusters Score -2.794075e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198341 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -27940746.000000 Penalty: 6054.073242
	Iteration 47Q: 3 clusters Score -2.794075e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198397 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -27940754.000000 Penalty: 6054.073242
	Iteration 48Q: 3 clusters Score -2.794075e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198431 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -27940744.000000 Penalty: 6054.073242
	Iteration 49Q: 3 clusters Score -2.794074e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198470 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -27940760.000000 Penalty: 6054.073242
	Iteration 50Q: 3 clusters Score -2.794076e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198507 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -27940792.000000 Penalty: 6054.073242
	Iteration 51Q: 3 clusters Score -2.794079e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198535 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -27940780.000000 Penalty: 6054.073242
	Iteration 52Q: 3 clusters Score -2.794078e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198541 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -27940794.000000 Penalty: 6054.073242
	Iteration 53Q: 3 clusters Score -2.794079e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198550 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -27940770.000000 Penalty: 6054.073242
	Iteration 54Q: 3 clusters Score -2.794077e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198560 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -27940796.000000 Penalty: 6054.073242
	Iteration 55Q: 3 clusters Score -2.79408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198566 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -27940794.000000 Penalty: 6054.073242
	Iteration 56Q: 3 clusters Score -2.794079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198571 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -27940774.000000 Penalty: 6054.073242
	Iteration 57Q: 3 clusters Score -2.794077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198573 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -27940798.000000 Penalty: 6054.073242
	Iteration 58Q: 3 clusters Score -2.79408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198576 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -27940790.000000 Penalty: 6054.073242
	Iteration 59Q: 3 clusters Score -2.794079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198582 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -27940806.000000 Penalty: 6054.073242
	Iteration 60F: 3 clusters Score -2.794081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198589 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -27940792.000000 Penalty: 6054.073242
	Iteration 61Q: 3 clusters Score -2.794079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198593 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -27940798.000000 Penalty: 6054.073242
	Iteration 62Q: 3 clusters Score -2.79408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198592 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -27940804.000000 Penalty: 6054.073242
	Iteration 63Q: 3 clusters Score -2.79408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198592 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -27940804.000000 Penalty: 6054.073242
	Iteration 64F: 3 clusters Score -2.79408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 7321 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 114128 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 22625 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290989 members 
Mstep: Class 10 contains 66484 members 
Mstep: Class 11 contains 41554 members 
Mstep: Class 12 contains 27480 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42178 members 
Mstep: Class 18 contains 18623 members 
Mstep: Class 19 contains 15598 members 
Mstep: Class 20 contains 128496 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802512.000000 Penalty: 75362.250000
Iteration 239Q: 23 clusters Score -1.358025e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4101 members 
Mstep: Class 3 contains 7324 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 115103 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 22595 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291007 members 
Mstep: Class 10 contains 66386 members 
Mstep: Class 11 contains 41552 members 
Mstep: Class 12 contains 27475 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42182 members 
Mstep: Class 18 contains 18614 members 
Mstep: Class 19 contains 15581 members 
Mstep: Class 20 contains 127659 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802304.000000 Penalty: 75362.250000
Iteration 240F: 23 clusters Score -1.358023e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4098 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 116204 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 22561 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291042 members 
Mstep: Class 10 contains 66298 members 
Mstep: Class 11 contains 41549 members 
Mstep: Class 12 contains 27467 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42188 members 
Mstep: Class 18 contains 18604 members 
Mstep: Class 19 contains 15579 members 
Mstep: Class 20 contains 126709 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802480.000000 Penalty: 75362.250000
Iteration 241Q: 23 clusters Score -1.358025e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4105 members 
Mstep: Class 3 contains 7312 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 117349 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 22535 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291047 members 
Mstep: Class 10 contains 66203 members 
Mstep: Class 11 contains 41545 members 
Mstep: Class 12 contains 27446 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42202 members 
Mstep: Class 18 contains 18602 members 
Mstep: Class 19 contains 15565 members 
Mstep: Class 20 contains 125749 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802464.000000 Penalty: 75362.250000
Iteration 242Q: 23 clusters Score -1.358025e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4113 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 118506 members 
Mstep: Class 6 contains 6334 members 
Mstep: Class 7 contains 22509 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291008 members 
Mstep: Class 10 contains 66088 members 
Mstep: Class 11 contains 41543 members 
Mstep: Class 12 contains 27428 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42210 members 
Mstep: Class 18 contains 18599 members 
Mstep: Class 19 contains 15551 members 
Mstep: Class 20 contains 124808 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802704.000000 Penalty: 75362.250000
Iteration 243Q: 23 clusters Score -1.358027e+08 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 7311 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 119702 members 
Mstep: Class 6 contains 6336 members 
Mstep: Class 7 contains 22478 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290989 members 
Mstep: Class 10 contains 65970 members 
Mstep: Class 11 contains 41536 members 
Mstep: Class 12 contains 27410 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42211 members 
Mstep: Class 18 contains 18593 members 
Mstep: Class 19 contains 15538 members 
Mstep: Class 20 contains 123846 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802608.000000 Penalty: 75362.250000
Iteration 244Q: 23 clusters Score -1.358026e+08 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 7302 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 120975 members 
Mstep: Class 6 contains 6338 members 
Mstep: Class 7 contains 22451 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290972 members 
Mstep: Class 10 contains 65844 members 
Mstep: Class 11 contains 41531 members 
Mstep: Class 12 contains 27391 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42212 members 
Mstep: Class 18 contains 18592 members 
Mstep: Class 19 contains 15532 members 
Mstep: Class 20 contains 122826 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802848.000000 Penalty: 75362.250000
Iteration 245Q: 23 clusters Score -1.358028e+08 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 3 contains 7292 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 122323 members 
Mstep: Class 6 contains 6339 members 
Mstep: Class 7 contains 22421 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291001 members 
Mstep: Class 10 contains 65708 members 
Mstep: Class 11 contains 41531 members 
Mstep: Class 12 contains 27387 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42217 members 
Mstep: Class 18 contains 18579 members 
Mstep: Class 19 contains 15514 members 
Mstep: Class 20 contains 121709 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802672.000000 Penalty: 75362.250000
Iteration 246Q: 23 clusters Score -1.358027e+08 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 7284 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 123772 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 22384 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 290996 members 
Mstep: Class 10 contains 65570 members 
Mstep: Class 11 contains 41535 members 
Mstep: Class 12 contains 27361 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42230 members 
Mstep: Class 18 contains 18566 members 
Mstep: Class 19 contains 15504 members 
Mstep: Class 20 contains 120509 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802912.000000 Penalty: 75362.250000
Iteration 247Q: 23 clusters Score -1.358029e+08 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4130 members 
Mstep: Class 3 contains 7273 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 125290 members 
Mstep: Class 6 contains 6347 members 
Mstep: Class 7 contains 22350 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291009 members 
Mstep: Class 10 contains 65415 members 
Mstep: Class 11 contains 41541 members 
Mstep: Class 12 contains 27339 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42239 members 
Mstep: Class 18 contains 18562 members 
Mstep: Class 19 contains 15477 members 
Mstep: Class 20 contains 119216 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803008.000000 Penalty: 75362.250000
Iteration 248Q: 23 clusters Score -1.35803e+08 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4136 members 
Mstep: Class 3 contains 7265 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 126883 members 
Mstep: Class 6 contains 6353 members 
Mstep: Class 7 contains 22328 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291046 members 
Mstep: Class 10 contains 65278 members 
Mstep: Class 11 contains 41545 members 
Mstep: Class 12 contains 27324 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42244 members 
Mstep: Class 18 contains 18559 members 
Mstep: Class 19 contains 15449 members 
Mstep: Class 20 contains 117806 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803056.000000 Penalty: 75362.250000
Iteration 249Q: 23 clusters Score -1.358031e+08 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4146 members 
Mstep: Class 3 contains 7255 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 128509 members 
Mstep: Class 6 contains 6358 members 
Mstep: Class 7 contains 22297 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291113 members 
Mstep: Class 10 contains 65149 members 
Mstep: Class 11 contains 41549 members 
Mstep: Class 12 contains 27316 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42247 members 
Mstep: Class 18 contains 18546 members 
Mstep: Class 19 contains 15430 members 
Mstep: Class 20 contains 116337 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803024.000000 Penalty: 75362.250000
Iteration 250Q: 23 clusters Score -1.35803e+08 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 7252 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 130146 members 
Mstep: Class 6 contains 6362 members 
Mstep: Class 7 contains 22274 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291177 members 
Mstep: Class 10 contains 64999 members 
Mstep: Class 11 contains 41561 members 
Mstep: Class 12 contains 27306 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42249 members 
Mstep: Class 18 contains 18538 members 
Mstep: Class 19 contains 15411 members 
Mstep: Class 20 contains 114856 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803264.000000 Penalty: 75362.250000
Iteration 251Q: 23 clusters Score -1.358033e+08 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 7234 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 131739 members 
Mstep: Class 6 contains 6368 members 
Mstep: Class 7 contains 22258 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291253 members 
Mstep: Class 10 contains 64832 members 
Mstep: Class 11 contains 41574 members 
Mstep: Class 12 contains 27277 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42240 members 
Mstep: Class 18 contains 18529 members 
Mstep: Class 19 contains 15403 members 
Mstep: Class 20 contains 113443 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199518 members 
Entering Unmasked Estep 
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Iteration 252Q: 23 clusters Score -1.358032e+08 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4177 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 133337 members 
Mstep: Class 6 contains 6373 members 
Mstep: Class 7 contains 22248 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291345 members 
Mstep: Class 10 contains 64652 members 
Mstep: Class 11 contains 41589 members 
Mstep: Class 12 contains 27264 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42235 members 
Mstep: Class 18 contains 18505 members 
Mstep: Class 19 contains 15377 members 
Mstep: Class 20 contains 112031 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199477 members 
Entering Unmasked Estep 
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Iteration 253Q: 23 clusters Score -1.358033e+08 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4202 members 
Mstep: Class 3 contains 7211 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 134983 members 
Mstep: Class 6 contains 6381 members 
Mstep: Class 7 contains 22241 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291403 members 
Mstep: Class 10 contains 64458 members 
Mstep: Class 11 contains 41603 members 
Mstep: Class 12 contains 27249 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42233 members 
Mstep: Class 18 contains 18496 members 
Mstep: Class 19 contains 15366 members 
Mstep: Class 20 contains 110533 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199474 members 
Entering Unmasked Estep 
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Iteration 254Q: 23 clusters Score -1.358032e+08 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4219 members 
Mstep: Class 3 contains 7203 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 136641 members 
Mstep: Class 6 contains 6391 members 
Mstep: Class 7 contains 22224 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291517 members 
Mstep: Class 10 contains 64292 members 
Mstep: Class 11 contains 41618 members 
Mstep: Class 12 contains 27237 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42233 members 
Mstep: Class 18 contains 18492 members 
Mstep: Class 19 contains 15361 members 
Mstep: Class 20 contains 108943 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199462 members 
Entering Unmasked Estep 
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Iteration 255Q: 23 clusters Score -1.358033e+08 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4234 members 
Mstep: Class 3 contains 7200 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 138409 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 22216 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291588 members 
Mstep: Class 10 contains 64130 members 
Mstep: Class 11 contains 41633 members 
Mstep: Class 12 contains 27233 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42236 members 
Mstep: Class 18 contains 18478 members 
Mstep: Class 19 contains 15355 members 
Mstep: Class 20 contains 107258 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199456 members 
Entering Unmasked Estep 
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Iteration 256Q: 23 clusters Score -1.358036e+08 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4249 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 140227 members 
Mstep: Class 6 contains 6418 members 
Mstep: Class 7 contains 22211 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291634 members 
Mstep: Class 10 contains 63971 members 
Mstep: Class 11 contains 41656 members 
Mstep: Class 12 contains 27223 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42233 members 
Mstep: Class 18 contains 18474 members 
Mstep: Class 19 contains 15329 members 
Mstep: Class 20 contains 105533 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199473 members 
Entering Unmasked Estep 
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Iteration 257Q: 23 clusters Score -1.358036e+08 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4272 members 
Mstep: Class 3 contains 7189 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 141908 members 
Mstep: Class 6 contains 6429 members 
Mstep: Class 7 contains 22213 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291708 members 
Mstep: Class 10 contains 63849 members 
Mstep: Class 11 contains 41667 members 
Mstep: Class 12 contains 27219 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42247 members 
Mstep: Class 18 contains 18464 members 
Mstep: Class 19 contains 15283 members 
Mstep: Class 20 contains 103878 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199502 members 
Entering Unmasked Estep 
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Iteration 258Q: 23 clusters Score -1.358033e+08 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 143546 members 
Mstep: Class 6 contains 6442 members 
Mstep: Class 7 contains 22205 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291802 members 
Mstep: Class 10 contains 63727 members 
Mstep: Class 11 contains 41681 members 
Mstep: Class 12 contains 27224 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42248 members 
Mstep: Class 18 contains 18455 members 
Mstep: Class 19 contains 15254 members 
Mstep: Class 20 contains 102238 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199521 members 
Entering Unmasked Estep 
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Iteration 259Q: 23 clusters Score -1.358033e+08 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4313 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 145184 members 
Mstep: Class 6 contains 6455 members 
Mstep: Class 7 contains 22196 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291911 members 
Mstep: Class 10 contains 63600 members 
Mstep: Class 11 contains 41696 members 
Mstep: Class 12 contains 27212 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42252 members 
Mstep: Class 18 contains 18458 members 
Mstep: Class 19 contains 15248 members 
Mstep: Class 20 contains 100583 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199534 members 
Entering Unmasked Estep 
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Iteration 260F: 23 clusters Score -1.358034e+08 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4330 members 
Mstep: Class 3 contains 7179 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 146893 members 
Mstep: Class 6 contains 6469 members 
Mstep: Class 7 contains 22198 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291910 members 
Mstep: Class 10 contains 63444 members 
Mstep: Class 11 contains 41711 members 
Mstep: Class 12 contains 27216 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 42254 members 
Mstep: Class 18 contains 18456 members 
Mstep: Class 19 contains 15231 members 
Mstep: Class 20 contains 98993 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199540 members 
Entering Unmasked Estep 
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Iteration 261Q: 23 clusters Score -1.358033e+08 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4341 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 148554 members 
Mstep: Class 6 contains 6487 members 
Mstep: Class 7 contains 22208 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291940 members 
Mstep: Class 10 contains 63277 members 
Mstep: Class 11 contains 41728 members 
Mstep: Class 12 contains 27203 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 42256 members 
Mstep: Class 18 contains 18455 members 
Mstep: Class 19 contains 15213 members 
Mstep: Class 20 contains 97409 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199569 members 
Entering Unmasked Estep 
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Iteration 262Q: 23 clusters Score -1.358029e+08 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4357 members 
Mstep: Class 3 contains 7194 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 150004 members 
Mstep: Class 6 contains 6508 members 
Mstep: Class 7 contains 22215 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291963 members 
Mstep: Class 10 contains 63135 members 
Mstep: Class 11 contains 41742 members 
Mstep: Class 12 contains 27198 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 42253 members 
Mstep: Class 18 contains 18470 members 
Mstep: Class 19 contains 15200 members 
Mstep: Class 20 contains 95997 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199587 members 
Entering Unmasked Estep 
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Iteration 263Q: 23 clusters Score -1.358023e+08 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4370 members 
Mstep: Class 3 contains 7194 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 151413 members 
Mstep: Class 6 contains 6525 members 
Mstep: Class 7 contains 22220 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291958 members 
Mstep: Class 10 contains 63015 members 
Mstep: Class 11 contains 41756 members 
Mstep: Class 12 contains 27211 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 42263 members 
Mstep: Class 18 contains 18488 members 
Mstep: Class 19 contains 15196 members 
Mstep: Class 20 contains 94589 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199622 members 
Entering Unmasked Estep 
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Iteration 264Q: 23 clusters Score -1.358021e+08 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 3 contains 7193 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 152769 members 
Mstep: Class 6 contains 6540 members 
Mstep: Class 7 contains 22220 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291936 members 
Mstep: Class 10 contains 62889 members 
Mstep: Class 11 contains 41767 members 
Mstep: Class 12 contains 27207 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 42280 members 
Mstep: Class 18 contains 18499 members 
Mstep: Class 19 contains 15195 members 
Mstep: Class 20 contains 93314 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199632 members 
Entering Unmasked Estep 
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Iteration 265Q: 23 clusters Score -1.35802e+08 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 7199 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 154100 members 
Mstep: Class 6 contains 6552 members 
Mstep: Class 7 contains 22211 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291895 members 
Mstep: Class 10 contains 62733 members 
Mstep: Class 11 contains 41769 members 
Mstep: Class 12 contains 27201 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 42296 members 
Mstep: Class 18 contains 18519 members 
Mstep: Class 19 contains 15189 members 
Mstep: Class 20 contains 92105 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199659 members 
Entering Unmasked Estep 
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Iteration 266Q: 23 clusters Score -1.358021e+08 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4398 members 
Mstep: Class 3 contains 7193 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 155349 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 22204 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291863 members 
Mstep: Class 10 contains 62581 members 
Mstep: Class 11 contains 41770 members 
Mstep: Class 12 contains 27193 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 42310 members 
Mstep: Class 18 contains 18531 members 
Mstep: Class 19 contains 15164 members 
Mstep: Class 20 contains 91029 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199665 members 
Entering Unmasked Estep 
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Iteration 267Q: 23 clusters Score -1.358024e+08 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 156596 members 
Mstep: Class 6 contains 6583 members 
Mstep: Class 7 contains 22201 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291850 members 
Mstep: Class 10 contains 62468 members 
Mstep: Class 11 contains 41771 members 
Mstep: Class 12 contains 27186 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 42318 members 
Mstep: Class 18 contains 18538 members 
Mstep: Class 19 contains 15146 members 
Mstep: Class 20 contains 89903 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199658 members 
Entering Unmasked Estep 
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Iteration 268Q: 23 clusters Score -1.35802e+08 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4417 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 157724 members 
Mstep: Class 6 contains 6596 members 
Mstep: Class 7 contains 22203 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291834 members 
Mstep: Class 10 contains 62351 members 
Mstep: Class 11 contains 41770 members 
Mstep: Class 12 contains 27190 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 42339 members 
Mstep: Class 18 contains 18564 members 
Mstep: Class 19 contains 15128 members 
Mstep: Class 20 contains 88865 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199649 members 
Entering Unmasked Estep 
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Iteration 269Q: 23 clusters Score -1.35802e+08 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4422 members 
Mstep: Class 3 contains 7174 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 158685 members 
Mstep: Class 6 contains 6613 members 
Mstep: Class 7 contains 22217 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291818 members 
Mstep: Class 10 contains 62231 members 
Mstep: Class 11 contains 41768 members 
Mstep: Class 12 contains 27180 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 42355 members 
Mstep: Class 18 contains 18575 members 
Mstep: Class 19 contains 15129 members 
Mstep: Class 20 contains 87981 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199667 members 
Entering Unmasked Estep 
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Iteration 270Q: 23 clusters Score -1.35802e+08 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 7169 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 159493 members 
Mstep: Class 6 contains 6629 members 
Mstep: Class 7 contains 22214 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291839 members 
Mstep: Class 10 contains 62120 members 
Mstep: Class 11 contains 41765 members 
Mstep: Class 12 contains 27162 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 42375 members 
Mstep: Class 18 contains 18595 members 
Mstep: Class 19 contains 15108 members 
Mstep: Class 20 contains 87238 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199679 members 
Entering Unmasked Estep 
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Iteration 271Q: 23 clusters Score -1.358017e+08 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 7167 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 160164 members 
Mstep: Class 6 contains 6643 members 
Mstep: Class 7 contains 22228 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291840 members 
Mstep: Class 10 contains 62019 members 
Mstep: Class 11 contains 41762 members 
Mstep: Class 12 contains 27154 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 42388 members 
Mstep: Class 18 contains 18606 members 
Mstep: Class 19 contains 15088 members 
Mstep: Class 20 contains 86616 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199697 members 
Entering Unmasked Estep 
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Iteration 272Q: 23 clusters Score -1.358013e+08 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4456 members 
Mstep: Class 3 contains 7170 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 160679 members 
Mstep: Class 6 contains 6665 members 
Mstep: Class 7 contains 22235 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291860 members 
Mstep: Class 10 contains 61923 members 
Mstep: Class 11 contains 41754 members 
Mstep: Class 12 contains 27142 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 42408 members 
Mstep: Class 18 contains 18630 members 
Mstep: Class 19 contains 15058 members 
Mstep: Class 20 contains 86128 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199708 members 
Entering Unmasked Estep 
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Iteration 273Q: 23 clusters Score -1.358011e+08 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 7177 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 161071 members 
Mstep: Class 6 contains 6687 members 
Mstep: Class 7 contains 22239 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291868 members 
Mstep: Class 10 contains 61833 members 
Mstep: Class 11 contains 41756 members 
Mstep: Class 12 contains 27137 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42408 members 
Mstep: Class 18 contains 18640 members 
Mstep: Class 19 contains 15044 members 
Mstep: Class 20 contains 85751 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199734 members 
Entering Unmasked Estep 
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Iteration 274Q: 23 clusters Score -1.358009e+08 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4478 members 
Mstep: Class 3 contains 7178 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 161364 members 
Mstep: Class 6 contains 6709 members 
Mstep: Class 7 contains 22244 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291879 members 
Mstep: Class 10 contains 61759 members 
Mstep: Class 11 contains 41756 members 
Mstep: Class 12 contains 27136 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42417 members 
Mstep: Class 18 contains 18643 members 
Mstep: Class 19 contains 15026 members 
Mstep: Class 20 contains 85479 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199742 members 
Entering Unmasked Estep 
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Iteration 275Q: 23 clusters Score -1.358005e+08 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 7180 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 161570 members 
Mstep: Class 6 contains 6729 members 
Mstep: Class 7 contains 22242 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291855 members 
Mstep: Class 10 contains 61709 members 
Mstep: Class 11 contains 41747 members 
Mstep: Class 12 contains 27138 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4378 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42432 members 
Mstep: Class 18 contains 18659 members 
Mstep: Class 19 contains 15003 members 
Mstep: Class 20 contains 85267 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800688.000000 Penalty: 75362.250000
Iteration 276Q: 23 clusters Score -1.358007e+08 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4512 members 
Mstep: Class 3 contains 7175 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 161672 members 
Mstep: Class 6 contains 6755 members 
Mstep: Class 7 contains 22258 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291895 members 
Mstep: Class 10 contains 61651 members 
Mstep: Class 11 contains 41737 members 
Mstep: Class 12 contains 27136 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4378 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42442 members 
Mstep: Class 18 contains 18668 members 
Mstep: Class 19 contains 14968 members 
Mstep: Class 20 contains 85140 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800496.000000 Penalty: 75362.250000
Iteration 277Q: 23 clusters Score -1.358005e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4519 members 
Mstep: Class 3 contains 7175 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 161698 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 22277 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291921 members 
Mstep: Class 10 contains 61587 members 
Mstep: Class 11 contains 41732 members 
Mstep: Class 12 contains 27130 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42443 members 
Mstep: Class 18 contains 18683 members 
Mstep: Class 19 contains 14944 members 
Mstep: Class 20 contains 85095 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800320.000000 Penalty: 75362.250000
Iteration 278Q: 23 clusters Score -1.358003e+08 nChanged 1965
Entering ConstructFrom: 
Score: -135800320.000000 Penalty: 75362.250000
Entering ConstructFrom: 
Trying to split cluster 1 (3089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Entering Unmasked Estep 
Score: -397159.843750 Penalty: 1992.829468
	Iteration 0F: 2 clusters Score -397159.8 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 1519 members 
Entering Unmasked Estep 
Score: -393855.375000 Penalty: 3985.658936
	Iteration 0F: 3 clusters Score -393855.4 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -394770.468750 Penalty: 3985.658936
	Iteration 1F: 3 clusters Score -394770.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -395327.937500 Penalty: 3985.658936
	Iteration 2F: 3 clusters Score -395327.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -396067.250000 Penalty: 3985.658936
	Iteration 3F: 3 clusters Score -396067.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -396767.937500 Penalty: 3985.658936
	Iteration 4F: 3 clusters Score -396767.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -397121.562500 Penalty: 3985.658936
	Iteration 5F: 3 clusters Score -397121.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -397245.718750 Penalty: 3985.658936
	Iteration 6Q: 3 clusters Score -397245.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -397298.250000 Penalty: 3985.658936
	Iteration 7Q: 3 clusters Score -397298.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -397321.687500 Penalty: 3985.658936
	Iteration 8Q: 3 clusters Score -397321.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -397335.968750 Penalty: 3985.658936
	Iteration 9Q: 3 clusters Score -397336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -397344.906250 Penalty: 3985.658936
	Iteration 10Q: 3 clusters Score -397344.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -397352.343750 Penalty: 3985.658936
	Iteration 11Q: 3 clusters Score -397352.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -397358.593750 Penalty: 3985.658936
	Iteration 12Q: 3 clusters Score -397358.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -397363.093750 Penalty: 3985.658936
	Iteration 13Q: 3 clusters Score -397363.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -397364.156250 Penalty: 3985.658936
	Iteration 14Q: 3 clusters Score -397364.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -397364.281250 Penalty: 3985.658936
	Iteration 15Q: 3 clusters Score -397364.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -397364.281250 Penalty: 3985.658936
	Iteration 16F: 3 clusters Score -397364.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4527 members 
Mstep: Class 3 contains 7168 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 161582 members 
Mstep: Class 6 contains 6791 members 
Mstep: Class 7 contains 22298 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291954 members 
Mstep: Class 10 contains 61537 members 
Mstep: Class 11 contains 41721 members 
Mstep: Class 12 contains 27124 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42457 members 
Mstep: Class 18 contains 18686 members 
Mstep: Class 19 contains 14917 members 
Mstep: Class 20 contains 85181 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199861 members 
Mstep: Class 23 contains 543 members 
Entering Unmasked Estep 
Score: -135799216.000000 Penalty: 78787.804688
Splitting cluster 1 changes total score from -135800320.000000 to -135799216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Entering Unmasked Estep 
Score: -589137.125000 Penalty: 2087.618164
	Iteration 0F: 2 clusters Score -589137.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -584972.500000 Penalty: 4175.236328
	Iteration 0F: 3 clusters Score -584972.5 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -585972.312500 Penalty: 4175.236328
	Iteration 1F: 3 clusters Score -585972.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -586201.937500 Penalty: 4175.236328
	Iteration 2F: 3 clusters Score -586201.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -586362.187500 Penalty: 4175.236328
	Iteration 3Q: 3 clusters Score -586362.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -586522.250000 Penalty: 4175.236328
	Iteration 4Q: 3 clusters Score -586522.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -586697.312500 Penalty: 4175.236328
	Iteration 5Q: 3 clusters Score -586697.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -586839.125000 Penalty: 4175.236328
	Iteration 6Q: 3 clusters Score -586839.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -586958.000000 Penalty: 4175.236328
	Iteration 7Q: 3 clusters Score -586958 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -587058.187500 Penalty: 4175.236328
	Iteration 8Q: 3 clusters Score -587058.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -587141.687500 Penalty: 4175.236328
	Iteration 9Q: 3 clusters Score -587141.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -587201.312500 Penalty: 4175.236328
	Iteration 10Q: 3 clusters Score -587201.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -587258.125000 Penalty: 4175.236328
	Iteration 11Q: 3 clusters Score -587258.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -587307.250000 Penalty: 4175.236328
	Iteration 12Q: 3 clusters Score -587307.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -587343.187500 Penalty: 4175.236328
	Iteration 13Q: 3 clusters Score -587343.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -587367.875000 Penalty: 4175.236328
	Iteration 14Q: 3 clusters Score -587367.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -587387.625000 Penalty: 4175.236328
	Iteration 15Q: 3 clusters Score -587387.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -587402.937500 Penalty: 4175.236328
	Iteration 16Q: 3 clusters Score -587402.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -587412.125000 Penalty: 4175.236328
	Iteration 17Q: 3 clusters Score -587412.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -587420.875000 Penalty: 4175.236328
	Iteration 18Q: 3 clusters Score -587420.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -587427.437500 Penalty: 4175.236328
	Iteration 19Q: 3 clusters Score -587427.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -587437.000000 Penalty: 4175.236328
	Iteration 20F: 3 clusters Score -587437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -587441.562500 Penalty: 4175.236328
	Iteration 21Q: 3 clusters Score -587441.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -587445.312500 Penalty: 4175.236328
	Iteration 22Q: 3 clusters Score -587445.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -587452.937500 Penalty: 4175.236328
	Iteration 23Q: 3 clusters Score -587452.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -587458.812500 Penalty: 4175.236328
	Iteration 24Q: 3 clusters Score -587458.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -587462.125000 Penalty: 4175.236328
	Iteration 25Q: 3 clusters Score -587462.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -587468.687500 Penalty: 4175.236328
	Iteration 26Q: 3 clusters Score -587468.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -587470.500000 Penalty: 4175.236328
	Iteration 27Q: 3 clusters Score -587470.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -587472.250000 Penalty: 4175.236328
	Iteration 28Q: 3 clusters Score -587472.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -587472.437500 Penalty: 4175.236328
	Iteration 29Q: 3 clusters Score -587472.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -587472.437500 Penalty: 4175.236328
	Iteration 30F: 3 clusters Score -587472.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Entering Unmasked Estep 
Score: -971597.125000 Penalty: 2201.590820
	Iteration 0F: 2 clusters Score -971597.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -965684.625000 Penalty: 4403.181641
	Iteration 0F: 3 clusters Score -965684.6 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -967217.750000 Penalty: 4403.181641
	Iteration 1F: 3 clusters Score -967217.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -967489.875000 Penalty: 4403.181641
	Iteration 2F: 3 clusters Score -967489.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -967709.875000 Penalty: 4403.181641
	Iteration 3F: 3 clusters Score -967709.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -967859.250000 Penalty: 4403.181641
	Iteration 4Q: 3 clusters Score -967859.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -967987.750000 Penalty: 4403.181641
	Iteration 5Q: 3 clusters Score -967987.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -968122.750000 Penalty: 4403.181641
	Iteration 6Q: 3 clusters Score -968122.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -968252.875000 Penalty: 4403.181641
	Iteration 7Q: 3 clusters Score -968252.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -968376.312500 Penalty: 4403.181641
	Iteration 8Q: 3 clusters Score -968376.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -968517.062500 Penalty: 4403.181641
	Iteration 9Q: 3 clusters Score -968517.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -968641.625000 Penalty: 4403.181641
	Iteration 10Q: 3 clusters Score -968641.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -968758.250000 Penalty: 4403.181641
	Iteration 11Q: 3 clusters Score -968758.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -968888.562500 Penalty: 4403.181641
	Iteration 12Q: 3 clusters Score -968888.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -969015.312500 Penalty: 4403.181641
	Iteration 13Q: 3 clusters Score -969015.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -969122.125000 Penalty: 4403.181641
	Iteration 14Q: 3 clusters Score -969122.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -969206.125000 Penalty: 4403.181641
	Iteration 15Q: 3 clusters Score -969206.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -969279.562500 Penalty: 4403.181641
	Iteration 16Q: 3 clusters Score -969279.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -969352.000000 Penalty: 4403.181641
	Iteration 17Q: 3 clusters Score -969352 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -969414.687500 Penalty: 4403.181641
	Iteration 18Q: 3 clusters Score -969414.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -969465.750000 Penalty: 4403.181641
	Iteration 19Q: 3 clusters Score -969465.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -969505.125000 Penalty: 4403.181641
	Iteration 20F: 3 clusters Score -969505.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -969535.125000 Penalty: 4403.181641
	Iteration 21Q: 3 clusters Score -969535.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -969556.625000 Penalty: 4403.181641
	Iteration 22Q: 3 clusters Score -969556.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -969571.625000 Penalty: 4403.181641
	Iteration 23Q: 3 clusters Score -969571.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -969586.625000 Penalty: 4403.181641
	Iteration 24Q: 3 clusters Score -969586.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -969604.312500 Penalty: 4403.181641
	Iteration 25Q: 3 clusters Score -969604.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -969615.937500 Penalty: 4403.181641
	Iteration 26Q: 3 clusters Score -969615.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -969633.562500 Penalty: 4403.181641
	Iteration 27Q: 3 clusters Score -969633.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -969648.000000 Penalty: 4403.181641
	Iteration 28Q: 3 clusters Score -969648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -969665.750000 Penalty: 4403.181641
	Iteration 29Q: 3 clusters Score -969665.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -969690.875000 Penalty: 4403.181641
	Iteration 30Q: 3 clusters Score -969690.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -969726.625000 Penalty: 4403.181641
	Iteration 31Q: 3 clusters Score -969726.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -969751.937500 Penalty: 4403.181641
	Iteration 32Q: 3 clusters Score -969751.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -969774.187500 Penalty: 4403.181641
	Iteration 33Q: 3 clusters Score -969774.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -969791.375000 Penalty: 4403.181641
	Iteration 34Q: 3 clusters Score -969791.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -969816.750000 Penalty: 4403.181641
	Iteration 35Q: 3 clusters Score -969816.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -969836.375000 Penalty: 4403.181641
	Iteration 36Q: 3 clusters Score -969836.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -969846.687500 Penalty: 4403.181641
	Iteration 37Q: 3 clusters Score -969846.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -969860.375000 Penalty: 4403.181641
	Iteration 38Q: 3 clusters Score -969860.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -969869.000000 Penalty: 4403.181641
	Iteration 39Q: 3 clusters Score -969869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -969873.562500 Penalty: 4403.181641
	Iteration 40F: 3 clusters Score -969873.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -969877.750000 Penalty: 4403.181641
	Iteration 41Q: 3 clusters Score -969877.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -969879.812500 Penalty: 4403.181641
	Iteration 42Q: 3 clusters Score -969879.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -969880.062500 Penalty: 4403.181641
	Iteration 43Q: 3 clusters Score -969880.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -969882.062500 Penalty: 4403.181641
	Iteration 44Q: 3 clusters Score -969882.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -969882.250000 Penalty: 4403.181641
	Iteration 45Q: 3 clusters Score -969882.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -969884.937500 Penalty: 4403.181641
	Iteration 46Q: 3 clusters Score -969884.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -969886.125000 Penalty: 4403.181641
	Iteration 47Q: 3 clusters Score -969886.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -969888.937500 Penalty: 4403.181641
	Iteration 48Q: 3 clusters Score -969888.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -969891.375000 Penalty: 4403.181641
	Iteration 49Q: 3 clusters Score -969891.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -969896.187500 Penalty: 4403.181641
	Iteration 50Q: 3 clusters Score -969896.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -969898.187500 Penalty: 4403.181641
	Iteration 51Q: 3 clusters Score -969898.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -969899.812500 Penalty: 4403.181641
	Iteration 52Q: 3 clusters Score -969899.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -969901.562500 Penalty: 4403.181641
	Iteration 53Q: 3 clusters Score -969901.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -969903.687500 Penalty: 4403.181641
	Iteration 54Q: 3 clusters Score -969903.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -969908.187500 Penalty: 4403.181641
	Iteration 55Q: 3 clusters Score -969908.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -969907.562500 Penalty: 4403.181641
	Iteration 56Q: 3 clusters Score -969907.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -969907.875000 Penalty: 4403.181641
	Iteration 57Q: 3 clusters Score -969907.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -969910.500000 Penalty: 4403.181641
	Iteration 58Q: 3 clusters Score -969910.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -969911.687500 Penalty: 4403.181641
	Iteration 59Q: 3 clusters Score -969911.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -969917.687500 Penalty: 4403.181641
	Iteration 60F: 3 clusters Score -969917.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -969917.750000 Penalty: 4403.181641
	Iteration 61Q: 3 clusters Score -969917.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -969920.187500 Penalty: 4403.181641
	Iteration 62Q: 3 clusters Score -969920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -969920.437500 Penalty: 4403.181641
	Iteration 63Q: 3 clusters Score -969920.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -969920.937500 Penalty: 4403.181641
	Iteration 64Q: 3 clusters Score -969920.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -969920.000000 Penalty: 4403.181641
	Iteration 65Q: 3 clusters Score -969920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -969920.375000 Penalty: 4403.181641
	Iteration 66Q: 3 clusters Score -969920.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -969920.000000 Penalty: 4403.181641
	Iteration 67Q: 3 clusters Score -969920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -969921.125000 Penalty: 4403.181641
	Iteration 68Q: 3 clusters Score -969921.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -969921.187500 Penalty: 4403.181641
	Iteration 69Q: 3 clusters Score -969921.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -969921.937500 Penalty: 4403.181641
	Iteration 70Q: 3 clusters Score -969921.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -969923.625000 Penalty: 4403.181641
	Iteration 71Q: 3 clusters Score -969923.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -969925.687500 Penalty: 4403.181641
	Iteration 72Q: 3 clusters Score -969925.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -969925.812500 Penalty: 4403.181641
	Iteration 73Q: 3 clusters Score -969925.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -969927.500000 Penalty: 4403.181641
	Iteration 74Q: 3 clusters Score -969927.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -969925.937500 Penalty: 4403.181641
	Iteration 75Q: 3 clusters Score -969925.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -969925.937500 Penalty: 4403.181641
	Iteration 76F: 3 clusters Score -969925.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -58891.609375 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -58891.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57474.292969 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -57474.29 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -57629.933594 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -57629.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57703.609375 Penalty: 3045.382812
	Iteration 2F: 3 clusters Score -57703.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -57759.718750 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -57759.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -57848.535156 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -57848.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -57973.722656 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -57973.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -58059.796875 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -58059.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -58154.984375 Penalty: 3045.382812
	Iteration 7Q: 3 clusters Score -58154.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -58221.179688 Penalty: 3045.382812
	Iteration 8Q: 3 clusters Score -58221.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -58300.242188 Penalty: 3045.382812
	Iteration 9Q: 3 clusters Score -58300.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -58321.652344 Penalty: 3045.382812
	Iteration 10Q: 3 clusters Score -58321.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -58337.031250 Penalty: 3045.382812
	Iteration 11Q: 3 clusters Score -58337.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -58353.503906 Penalty: 3045.382812
	Iteration 12Q: 3 clusters Score -58353.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -58377.351562 Penalty: 3045.382812
	Iteration 13Q: 3 clusters Score -58377.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -58430.488281 Penalty: 3045.382812
	Iteration 14Q: 3 clusters Score -58430.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -58664.214844 Penalty: 3045.382812
	Iteration 15Q: 3 clusters Score -58664.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -58987.523438 Penalty: 3045.382812
	Iteration 16Q: 3 clusters Score -58987.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -59015.000000 Penalty: 3045.382812
	Iteration 17Q: 3 clusters Score -59015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -59035.035156 Penalty: 3045.382812
	Iteration 18Q: 3 clusters Score -59035.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -59052.121094 Penalty: 3045.382812
	Iteration 19Q: 3 clusters Score -59052.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -59055.472656 Penalty: 3045.382812
	Iteration 20F: 3 clusters Score -59055.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -59098.753906 Penalty: 3045.382812
	Iteration 21Q: 3 clusters Score -59098.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -59116.152344 Penalty: 3045.382812
	Iteration 22Q: 3 clusters Score -59116.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -59120.054688 Penalty: 3045.382812
	Iteration 23Q: 3 clusters Score -59120.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -59120.054688 Penalty: 3045.382812
	Iteration 24F: 3 clusters Score -59120.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4527 members 
Mstep: Class 3 contains 7168 members 
Mstep: Class 4 contains 322 members 
Mstep: Class 5 contains 161582 members 
Mstep: Class 6 contains 6791 members 
Mstep: Class 7 contains 22298 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291954 members 
Mstep: Class 10 contains 61537 members 
Mstep: Class 11 contains 41721 members 
Mstep: Class 12 contains 27124 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42457 members 
Mstep: Class 18 contains 18686 members 
Mstep: Class 19 contains 14917 members 
Mstep: Class 20 contains 85181 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199861 members 
Mstep: Class 23 contains 142 members 
Entering Unmasked Estep 
Score: -135798816.000000 Penalty: 78787.804688
Splitting cluster 4 changes total score from -135800320.000000 to -135798816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (161582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161582 members 
Entering Unmasked Estep 
Score: -22605886.000000 Penalty: 2974.206543
	Iteration 0F: 2 clusters Score -2.260589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80779 members 
Mstep: Class 2 contains 80803 members 
Entering Unmasked Estep 
Score: -22502444.000000 Penalty: 5948.413086
	Iteration 0F: 3 clusters Score -2.250244e+07 nChanged 77265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79620 members 
Mstep: Class 2 contains 81962 members 
Entering Unmasked Estep 
Score: -22547228.000000 Penalty: 5948.413086
	Iteration 1F: 3 clusters Score -2.254723e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 83107 members 
Entering Unmasked Estep 
Score: -22548148.000000 Penalty: 5948.413086
	Iteration 2Q: 3 clusters Score -2.254815e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76778 members 
Mstep: Class 2 contains 84804 members 
Entering Unmasked Estep 
Score: -22549402.000000 Penalty: 5948.413086
	Iteration 3Q: 3 clusters Score -2.25494e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 87312 members 
Entering Unmasked Estep 
Score: -22551266.000000 Penalty: 5948.413086
	Iteration 4Q: 3 clusters Score -2.255127e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70577 members 
Mstep: Class 2 contains 91005 members 
Entering Unmasked Estep 
Score: -22553926.000000 Penalty: 5948.413086
	Iteration 5Q: 3 clusters Score -2.255393e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 96045 members 
Entering Unmasked Estep 
Score: -22557404.000000 Penalty: 5948.413086
	Iteration 6F: 3 clusters Score -2.25574e+07 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 102856 members 
Entering Unmasked Estep 
Score: -22562450.000000 Penalty: 5948.413086
	Iteration 7F: 3 clusters Score -2.256245e+07 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 111477 members 
Entering Unmasked Estep 
Score: -22568870.000000 Penalty: 5948.413086
	Iteration 8F: 3 clusters Score -2.256887e+07 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 121273 members 
Entering Unmasked Estep 
Score: -22576468.000000 Penalty: 5948.413086
	Iteration 9F: 3 clusters Score -2.257647e+07 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 131545 members 
Entering Unmasked Estep 
Score: -22584264.000000 Penalty: 5948.413086
	Iteration 10F: 3 clusters Score -2.258426e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 140937 members 
Entering Unmasked Estep 
Score: -22591126.000000 Penalty: 5948.413086
	Iteration 11F: 3 clusters Score -2.259113e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 148454 members 
Entering Unmasked Estep 
Score: -22596144.000000 Penalty: 5948.413086
	Iteration 12Q: 3 clusters Score -2.259614e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 153605 members 
Entering Unmasked Estep 
Score: -22599418.000000 Penalty: 5948.413086
	Iteration 13Q: 3 clusters Score -2.259942e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 156901 members 
Entering Unmasked Estep 
Score: -22601204.000000 Penalty: 5948.413086
	Iteration 14Q: 3 clusters Score -2.26012e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 158847 members 
Entering Unmasked Estep 
Score: -22602226.000000 Penalty: 5948.413086
	Iteration 15Q: 3 clusters Score -2.260223e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 159814 members 
Entering Unmasked Estep 
Score: -22602718.000000 Penalty: 5948.413086
	Iteration 16Q: 3 clusters Score -2.260272e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 160318 members 
Entering Unmasked Estep 
Score: -22602936.000000 Penalty: 5948.413086
	Iteration 17Q: 3 clusters Score -2.260294e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 160609 members 
Entering Unmasked Estep 
Score: -22603062.000000 Penalty: 5948.413086
	Iteration 18Q: 3 clusters Score -2.260306e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 160774 members 
Entering Unmasked Estep 
Score: -22603132.000000 Penalty: 5948.413086
	Iteration 19Q: 3 clusters Score -2.260313e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 160884 members 
Entering Unmasked Estep 
Score: -22603234.000000 Penalty: 5948.413086
	Iteration 20F: 3 clusters Score -2.260323e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 160955 members 
Entering Unmasked Estep 
Score: -22603274.000000 Penalty: 5948.413086
	Iteration 21Q: 3 clusters Score -2.260327e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 161008 members 
Entering Unmasked Estep 
Score: -22603292.000000 Penalty: 5948.413086
	Iteration 22Q: 3 clusters Score -2.260329e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 161046 members 
Entering Unmasked Estep 
Score: -22603334.000000 Penalty: 5948.413086
	Iteration 23Q: 3 clusters Score -2.260333e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 161067 members 
Entering Unmasked Estep 
Score: -22603400.000000 Penalty: 5948.413086
	Iteration 24Q: 3 clusters Score -2.26034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 161074 members 
Entering Unmasked Estep 
Score: -22603392.000000 Penalty: 5948.413086
	Iteration 25Q: 3 clusters Score -2.260339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 161081 members 
Entering Unmasked Estep 
Score: -22603396.000000 Penalty: 5948.413086
	Iteration 26Q: 3 clusters Score -2.26034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 161086 members 
Entering Unmasked Estep 
Score: -22603388.000000 Penalty: 5948.413086
	Iteration 27Q: 3 clusters Score -2.260339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 161090 members 
Entering Unmasked Estep 
Score: -22603388.000000 Penalty: 5948.413086
	Iteration 28Q: 3 clusters Score -2.260339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 161088 members 
Entering Unmasked Estep 
Score: -22603388.000000 Penalty: 5948.413086
	Iteration 29Q: 3 clusters Score -2.260339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 161087 members 
Entering Unmasked Estep 
Score: -22603400.000000 Penalty: 5948.413086
	Iteration 30Q: 3 clusters Score -2.26034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 161088 members 
Entering Unmasked Estep 
Score: -22603402.000000 Penalty: 5948.413086
	Iteration 31Q: 3 clusters Score -2.26034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 161087 members 
Entering Unmasked Estep 
Score: -22603404.000000 Penalty: 5948.413086
	Iteration 32Q: 3 clusters Score -2.26034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 161088 members 
Entering Unmasked Estep 
Score: -22603402.000000 Penalty: 5948.413086
	Iteration 33Q: 3 clusters Score -2.26034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 161089 members 
Entering Unmasked Estep 
Score: -22603406.000000 Penalty: 5948.413086
	Iteration 34Q: 3 clusters Score -2.260341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 161088 members 
Entering Unmasked Estep 
Score: -22603404.000000 Penalty: 5948.413086
	Iteration 35Q: 3 clusters Score -2.26034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 161088 members 
Entering Unmasked Estep 
Score: -22603404.000000 Penalty: 5948.413086
	Iteration 36F: 3 clusters Score -2.26034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Entering Unmasked Estep 
Score: -972074.875000 Penalty: 2188.191650
	Iteration 0F: 2 clusters Score -972074.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -966427.250000 Penalty: 4376.383301
	Iteration 0F: 3 clusters Score -966427.2 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -967819.437500 Penalty: 4376.383301
	Iteration 1F: 3 clusters Score -967819.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -968023.812500 Penalty: 4376.383301
	Iteration 2F: 3 clusters Score -968023.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -968151.812500 Penalty: 4376.383301
	Iteration 3Q: 3 clusters Score -968151.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -968247.812500 Penalty: 4376.383301
	Iteration 4Q: 3 clusters Score -968247.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -968321.250000 Penalty: 4376.383301
	Iteration 5Q: 3 clusters Score -968321.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -968378.250000 Penalty: 4376.383301
	Iteration 6Q: 3 clusters Score -968378.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -968416.437500 Penalty: 4376.383301
	Iteration 7Q: 3 clusters Score -968416.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -968441.187500 Penalty: 4376.383301
	Iteration 8Q: 3 clusters Score -968441.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -968460.937500 Penalty: 4376.383301
	Iteration 9Q: 3 clusters Score -968460.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -968481.437500 Penalty: 4376.383301
	Iteration 10Q: 3 clusters Score -968481.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -968504.375000 Penalty: 4376.383301
	Iteration 11Q: 3 clusters Score -968504.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -968518.562500 Penalty: 4376.383301
	Iteration 12Q: 3 clusters Score -968518.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -968529.687500 Penalty: 4376.383301
	Iteration 13Q: 3 clusters Score -968529.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -968536.375000 Penalty: 4376.383301
	Iteration 14Q: 3 clusters Score -968536.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -968540.125000 Penalty: 4376.383301
	Iteration 15Q: 3 clusters Score -968540.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -968544.750000 Penalty: 4376.383301
	Iteration 16Q: 3 clusters Score -968544.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -968547.562500 Penalty: 4376.383301
	Iteration 17Q: 3 clusters Score -968547.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -968551.875000 Penalty: 4376.383301
	Iteration 18Q: 3 clusters Score -968551.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -968557.437500 Penalty: 4376.383301
	Iteration 19Q: 3 clusters Score -968557.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -968567.937500 Penalty: 4376.383301
	Iteration 20F: 3 clusters Score -968567.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -968574.437500 Penalty: 4376.383301
	Iteration 21Q: 3 clusters Score -968574.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -968583.750000 Penalty: 4376.383301
	Iteration 22Q: 3 clusters Score -968583.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -968586.937500 Penalty: 4376.383301
	Iteration 23Q: 3 clusters Score -968586.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -968595.687500 Penalty: 4376.383301
	Iteration 24Q: 3 clusters Score -968595.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -968598.750000 Penalty: 4376.383301
	Iteration 25Q: 3 clusters Score -968598.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -968606.187500 Penalty: 4376.383301
	Iteration 26Q: 3 clusters Score -968606.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -968613.750000 Penalty: 4376.383301
	Iteration 27Q: 3 clusters Score -968613.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -968617.812500 Penalty: 4376.383301
	Iteration 28Q: 3 clusters Score -968617.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -968625.062500 Penalty: 4376.383301
	Iteration 29Q: 3 clusters Score -968625.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -968627.875000 Penalty: 4376.383301
	Iteration 30Q: 3 clusters Score -968627.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -968634.312500 Penalty: 4376.383301
	Iteration 31Q: 3 clusters Score -968634.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -968645.250000 Penalty: 4376.383301
	Iteration 32Q: 3 clusters Score -968645.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -968654.437500 Penalty: 4376.383301
	Iteration 33Q: 3 clusters Score -968654.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -968666.875000 Penalty: 4376.383301
	Iteration 34Q: 3 clusters Score -968666.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -968683.375000 Penalty: 4376.383301
	Iteration 35Q: 3 clusters Score -968683.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -968696.875000 Penalty: 4376.383301
	Iteration 36Q: 3 clusters Score -968696.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -968709.875000 Penalty: 4376.383301
	Iteration 37Q: 3 clusters Score -968709.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -968724.812500 Penalty: 4376.383301
	Iteration 38Q: 3 clusters Score -968724.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -968739.000000 Penalty: 4376.383301
	Iteration 39Q: 3 clusters Score -968739 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -968754.187500 Penalty: 4376.383301
	Iteration 40F: 3 clusters Score -968754.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -968769.937500 Penalty: 4376.383301
	Iteration 41Q: 3 clusters Score -968769.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -968789.562500 Penalty: 4376.383301
	Iteration 42Q: 3 clusters Score -968789.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -968810.562500 Penalty: 4376.383301
	Iteration 43Q: 3 clusters Score -968810.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -968830.312500 Penalty: 4376.383301
	Iteration 44Q: 3 clusters Score -968830.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -968845.812500 Penalty: 4376.383301
	Iteration 45Q: 3 clusters Score -968845.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -968866.875000 Penalty: 4376.383301
	Iteration 46Q: 3 clusters Score -968866.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -968885.562500 Penalty: 4376.383301
	Iteration 47Q: 3 clusters Score -968885.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -968907.562500 Penalty: 4376.383301
	Iteration 48Q: 3 clusters Score -968907.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -968934.875000 Penalty: 4376.383301
	Iteration 49Q: 3 clusters Score -968934.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -968962.812500 Penalty: 4376.383301
	Iteration 50Q: 3 clusters Score -968962.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -969007.312500 Penalty: 4376.383301
	Iteration 51Q: 3 clusters Score -969007.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -969054.750000 Penalty: 4376.383301
	Iteration 52Q: 3 clusters Score -969054.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -969115.125000 Penalty: 4376.383301
	Iteration 53Q: 3 clusters Score -969115.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -969187.062500 Penalty: 4376.383301
	Iteration 54Q: 3 clusters Score -969187.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -969278.937500 Penalty: 4376.383301
	Iteration 55Q: 3 clusters Score -969278.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -969387.250000 Penalty: 4376.383301
	Iteration 56Q: 3 clusters Score -969387.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -969489.125000 Penalty: 4376.383301
	Iteration 57Q: 3 clusters Score -969489.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -969575.937500 Penalty: 4376.383301
	Iteration 58Q: 3 clusters Score -969575.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -969647.437500 Penalty: 4376.383301
	Iteration 59Q: 3 clusters Score -969647.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -969707.500000 Penalty: 4376.383301
	Iteration 60F: 3 clusters Score -969707.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -969757.562500 Penalty: 4376.383301
	Iteration 61Q: 3 clusters Score -969757.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -969802.750000 Penalty: 4376.383301
	Iteration 62Q: 3 clusters Score -969802.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -969838.125000 Penalty: 4376.383301
	Iteration 63Q: 3 clusters Score -969838.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -969865.375000 Penalty: 4376.383301
	Iteration 64Q: 3 clusters Score -969865.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -969884.312500 Penalty: 4376.383301
	Iteration 65Q: 3 clusters Score -969884.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -969889.125000 Penalty: 4376.383301
	Iteration 66Q: 3 clusters Score -969889.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -969895.500000 Penalty: 4376.383301
	Iteration 67Q: 3 clusters Score -969895.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -969898.750000 Penalty: 4376.383301
	Iteration 68Q: 3 clusters Score -969898.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -969901.062500 Penalty: 4376.383301
	Iteration 69Q: 3 clusters Score -969901.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -969905.000000 Penalty: 4376.383301
	Iteration 70Q: 3 clusters Score -969905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -969907.250000 Penalty: 4376.383301
	Iteration 71Q: 3 clusters Score -969907.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -969910.375000 Penalty: 4376.383301
	Iteration 72Q: 3 clusters Score -969910.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -969911.125000 Penalty: 4376.383301
	Iteration 73Q: 3 clusters Score -969911.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -969914.500000 Penalty: 4376.383301
	Iteration 74Q: 3 clusters Score -969914.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -969915.187500 Penalty: 4376.383301
	Iteration 75Q: 3 clusters Score -969915.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -969914.687500 Penalty: 4376.383301
	Iteration 76Q: 3 clusters Score -969914.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -969914.000000 Penalty: 4376.383301
	Iteration 77Q: 3 clusters Score -969914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -969916.625000 Penalty: 4376.383301
	Iteration 78Q: 3 clusters Score -969916.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -969916.937500 Penalty: 4376.383301
	Iteration 79Q: 3 clusters Score -969916.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -969916.000000 Penalty: 4376.383301
	Iteration 80F: 3 clusters Score -969916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -969916.937500 Penalty: 4376.383301
	Iteration 81Q: 3 clusters Score -969916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -969919.437500 Penalty: 4376.383301
	Iteration 82Q: 3 clusters Score -969919.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -969918.687500 Penalty: 4376.383301
	Iteration 83Q: 3 clusters Score -969918.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -969921.250000 Penalty: 4376.383301
	Iteration 84Q: 3 clusters Score -969921.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -969920.562500 Penalty: 4376.383301
	Iteration 85Q: 3 clusters Score -969920.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -969921.125000 Penalty: 4376.383301
	Iteration 86Q: 3 clusters Score -969921.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -969921.125000 Penalty: 4376.383301
	Iteration 87F: 3 clusters Score -969921.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Entering Unmasked Estep 
Score: -3116211.250000 Penalty: 2483.038574
	Iteration 0F: 2 clusters Score -3116211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -3100695.000000 Penalty: 4966.077148
	Iteration 0F: 3 clusters Score -3100695 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -3106019.750000 Penalty: 4966.077148
	Iteration 1F: 3 clusters Score -3106020 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -3106448.750000 Penalty: 4966.077148
	Iteration 2F: 3 clusters Score -3106449 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -3106885.500000 Penalty: 4966.077148
	Iteration 3Q: 3 clusters Score -3106886 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3107340.750000 Penalty: 4966.077148
	Iteration 4Q: 3 clusters Score -3107341 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -3107831.000000 Penalty: 4966.077148
	Iteration 5Q: 3 clusters Score -3107831 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -3108442.500000 Penalty: 4966.077148
	Iteration 6Q: 3 clusters Score -3108442 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -3109117.000000 Penalty: 4966.077148
	Iteration 7F: 3 clusters Score -3109117 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3109939.000000 Penalty: 4966.077148
	Iteration 8F: 3 clusters Score -3109939 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3110794.000000 Penalty: 4966.077148
	Iteration 9F: 3 clusters Score -3110794 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3111598.500000 Penalty: 4966.077148
	Iteration 10F: 3 clusters Score -3111598 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -3112247.500000 Penalty: 4966.077148
	Iteration 11Q: 3 clusters Score -3112248 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -3112783.750000 Penalty: 4966.077148
	Iteration 12Q: 3 clusters Score -3112784 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -3113150.000000 Penalty: 4966.077148
	Iteration 13Q: 3 clusters Score -3113150 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -3113405.750000 Penalty: 4966.077148
	Iteration 14Q: 3 clusters Score -3113406 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -3113559.750000 Penalty: 4966.077148
	Iteration 15Q: 3 clusters Score -3113560 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -3113666.000000 Penalty: 4966.077148
	Iteration 16Q: 3 clusters Score -3113666 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -3113745.750000 Penalty: 4966.077148
	Iteration 17Q: 3 clusters Score -3113746 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -3113801.500000 Penalty: 4966.077148
	Iteration 18Q: 3 clusters Score -3113802 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3113831.750000 Penalty: 4966.077148
	Iteration 19Q: 3 clusters Score -3113832 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -3113864.500000 Penalty: 4966.077148
	Iteration 20F: 3 clusters Score -3113864 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3113887.750000 Penalty: 4966.077148
	Iteration 21Q: 3 clusters Score -3113888 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3113912.750000 Penalty: 4966.077148
	Iteration 22Q: 3 clusters Score -3113913 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -3113935.000000 Penalty: 4966.077148
	Iteration 23Q: 3 clusters Score -3113935 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -3113956.000000 Penalty: 4966.077148
	Iteration 24Q: 3 clusters Score -3113956 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3113951.250000 Penalty: 4966.077148
	Iteration 25Q: 3 clusters Score -3113951 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -3113961.500000 Penalty: 4966.077148
	Iteration 26Q: 3 clusters Score -3113962 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -3113965.750000 Penalty: 4966.077148
	Iteration 27Q: 3 clusters Score -3113966 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -3113966.750000 Penalty: 4966.077148
	Iteration 28Q: 3 clusters Score -3113967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -3113975.500000 Penalty: 4966.077148
	Iteration 29Q: 3 clusters Score -3113976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -3113976.500000 Penalty: 4966.077148
	Iteration 30Q: 3 clusters Score -3113976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3113982.750000 Penalty: 4966.077148
	Iteration 31Q: 3 clusters Score -3113983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -3113979.000000 Penalty: 4966.077148
	Iteration 32Q: 3 clusters Score -3113979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3113977.000000 Penalty: 4966.077148
	Iteration 33Q: 3 clusters Score -3113977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -3113979.500000 Penalty: 4966.077148
	Iteration 34Q: 3 clusters Score -3113980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -3113987.000000 Penalty: 4966.077148
	Iteration 35Q: 3 clusters Score -3113987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -3113994.000000 Penalty: 4966.077148
	Iteration 36Q: 3 clusters Score -3113994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -3113999.000000 Penalty: 4966.077148
	Iteration 37Q: 3 clusters Score -3113999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -3114000.000000 Penalty: 4966.077148
	Iteration 38Q: 3 clusters Score -3114000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -3113994.750000 Penalty: 4966.077148
	Iteration 39Q: 3 clusters Score -3113995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -3113993.000000 Penalty: 4966.077148
	Iteration 40F: 3 clusters Score -3113993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -3113996.000000 Penalty: 4966.077148
	Iteration 41Q: 3 clusters Score -3113996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -3114001.750000 Penalty: 4966.077148
	Iteration 42Q: 3 clusters Score -3114002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -3113998.750000 Penalty: 4966.077148
	Iteration 43Q: 3 clusters Score -3113999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -3114003.750000 Penalty: 4966.077148
	Iteration 44Q: 3 clusters Score -3114004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -3114001.250000 Penalty: 4966.077148
	Iteration 45Q: 3 clusters Score -3114001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -3114003.750000 Penalty: 4966.077148
	Iteration 46Q: 3 clusters Score -3114004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -3114006.500000 Penalty: 4966.077148
	Iteration 47Q: 3 clusters Score -3114006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -3114010.500000 Penalty: 4966.077148
	Iteration 48Q: 3 clusters Score -3114010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -3114006.750000 Penalty: 4966.077148
	Iteration 49Q: 3 clusters Score -3114007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3114008.000000 Penalty: 4966.077148
	Iteration 50Q: 3 clusters Score -3114008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3114009.250000 Penalty: 4966.077148
	Iteration 51Q: 3 clusters Score -3114009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -3114013.000000 Penalty: 4966.077148
	Iteration 52Q: 3 clusters Score -3114013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -3114011.000000 Penalty: 4966.077148
	Iteration 53Q: 3 clusters Score -3114011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -3114016.500000 Penalty: 4966.077148
	Iteration 54Q: 3 clusters Score -3114016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -3114019.000000 Penalty: 4966.077148
	Iteration 55Q: 3 clusters Score -3114019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -3114022.750000 Penalty: 4966.077148
	Iteration 56Q: 3 clusters Score -3114023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -3114016.500000 Penalty: 4966.077148
	Iteration 57Q: 3 clusters Score -3114016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -3114015.750000 Penalty: 4966.077148
	Iteration 58Q: 3 clusters Score -3114016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -3114014.750000 Penalty: 4966.077148
	Iteration 59Q: 3 clusters Score -3114015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -3114015.000000 Penalty: 4966.077148
	Iteration 60F: 3 clusters Score -3114015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -3114016.250000 Penalty: 4966.077148
	Iteration 61Q: 3 clusters Score -3114016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -3114016.250000 Penalty: 4966.077148
	Iteration 62F: 3 clusters Score -3114016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -125901.078125 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -125901.1 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: -124047.445312 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -124047.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -124520.203125 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -124520.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -124817.445312 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -124817.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -125094.171875 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -125094.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -125380.820312 Penalty: 3419.756348
	Iteration 4F: 3 clusters Score -125380.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -125473.882812 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -125473.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -125523.226562 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -125523.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -125588.382812 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -125588.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -125679.835938 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -125679.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -125755.992188 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -125756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -125834.664062 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -125834.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -125919.914062 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -125919.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -126042.789062 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -126042.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -126091.507812 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -126091.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -126121.000000 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -126121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -126141.757812 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -126141.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -126152.726562 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -126152.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -126159.992188 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -126160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -126163.429688 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -126163.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -126163.429688 Penalty: 3419.756348
	Iteration 19F: 3 clusters Score -126163.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4527 members 
Mstep: Class 3 contains 7168 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 161582 members 
Mstep: Class 6 contains 6791 members 
Mstep: Class 7 contains 22298 members 
Mstep: Class 8 contains 291 members 
Mstep: Class 9 contains 291954 members 
Mstep: Class 10 contains 61537 members 
Mstep: Class 11 contains 41721 members 
Mstep: Class 12 contains 27124 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42457 members 
Mstep: Class 18 contains 18686 members 
Mstep: Class 19 contains 14917 members 
Mstep: Class 20 contains 85181 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199861 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
Score: -135798864.000000 Penalty: 78787.804688
Splitting cluster 8 changes total score from -135800320.000000 to -135798864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (291954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291954 members 
Entering Unmasked Estep 
Score: -40007396.000000 Penalty: 3120.919189
	Iteration 0F: 2 clusters Score -4.00074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146311 members 
Mstep: Class 2 contains 145643 members 
Entering Unmasked Estep 
Score: -39833860.000000 Penalty: 6241.838379
	Iteration 0F: 3 clusters Score -3.983386e+07 nChanged 141533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155668 members 
Mstep: Class 2 contains 136286 members 
Entering Unmasked Estep 
Score: -39918080.000000 Penalty: 6241.838379
	Iteration 1F: 3 clusters Score -3.991808e+07 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161363 members 
Mstep: Class 2 contains 130591 members 
Entering Unmasked Estep 
Score: -39920724.000000 Penalty: 6241.838379
	Iteration 2Q: 3 clusters Score -3.992072e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170040 members 
Mstep: Class 2 contains 121914 members 
Entering Unmasked Estep 
Score: -39924400.000000 Penalty: 6241.838379
	Iteration 3Q: 3 clusters Score -3.99244e+07 nChanged 14642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183092 members 
Mstep: Class 2 contains 108862 members 
Entering Unmasked Estep 
Score: -39931072.000000 Penalty: 6241.838379
	Iteration 4F: 3 clusters Score -3.993107e+07 nChanged 19308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201488 members 
Mstep: Class 2 contains 90466 members 
Entering Unmasked Estep 
Score: -39943160.000000 Penalty: 6241.838379
	Iteration 5F: 3 clusters Score -3.994316e+07 nChanged 24058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225150 members 
Mstep: Class 2 contains 66804 members 
Entering Unmasked Estep 
Score: -39961312.000000 Penalty: 6241.838379
	Iteration 6F: 3 clusters Score -3.996131e+07 nChanged 24282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249220 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -39976012.000000 Penalty: 6241.838379
	Iteration 7F: 3 clusters Score -3.997601e+07 nChanged 17272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266244 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -39986596.000000 Penalty: 6241.838379
	Iteration 8F: 3 clusters Score -3.99866e+07 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276564 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -39992972.000000 Penalty: 6241.838379
	Iteration 9Q: 3 clusters Score -3.999297e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282317 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -39997180.000000 Penalty: 6241.838379
	Iteration 10Q: 3 clusters Score -3.999718e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285656 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -39999984.000000 Penalty: 6241.838379
	Iteration 11Q: 3 clusters Score -3.999998e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287655 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -40001152.000000 Penalty: 6241.838379
	Iteration 12Q: 3 clusters Score -4.000115e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288822 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -40002200.000000 Penalty: 6241.838379
	Iteration 13Q: 3 clusters Score -4.00022e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289529 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -40002792.000000 Penalty: 6241.838379
	Iteration 14Q: 3 clusters Score -4.000279e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289989 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -40003180.000000 Penalty: 6241.838379
	Iteration 15Q: 3 clusters Score -4.000318e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290285 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -40003472.000000 Penalty: 6241.838379
	Iteration 16Q: 3 clusters Score -4.000347e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290490 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -40003720.000000 Penalty: 6241.838379
	Iteration 17Q: 3 clusters Score -4.000372e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290627 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -40003876.000000 Penalty: 6241.838379
	Iteration 18Q: 3 clusters Score -4.000388e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290730 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -40003952.000000 Penalty: 6241.838379
	Iteration 19Q: 3 clusters Score -4.000395e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290820 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -40004032.000000 Penalty: 6241.838379
	Iteration 20F: 3 clusters Score -4.000403e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290880 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -40004164.000000 Penalty: 6241.838379
	Iteration 21Q: 3 clusters Score -4.000416e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290925 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -40004188.000000 Penalty: 6241.838379
	Iteration 22Q: 3 clusters Score -4.000419e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290963 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -40004232.000000 Penalty: 6241.838379
	Iteration 23Q: 3 clusters Score -4.000423e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290992 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -40004232.000000 Penalty: 6241.838379
	Iteration 24Q: 3 clusters Score -4.000423e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291013 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -40004276.000000 Penalty: 6241.838379
	Iteration 25Q: 3 clusters Score -4.000428e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291035 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -40004256.000000 Penalty: 6241.838379
	Iteration 26Q: 3 clusters Score -4.000426e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291049 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -40004292.000000 Penalty: 6241.838379
	Iteration 27Q: 3 clusters Score -4.000429e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291059 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -40004288.000000 Penalty: 6241.838379
	Iteration 28Q: 3 clusters Score -4.000429e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291076 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -40004292.000000 Penalty: 6241.838379
	Iteration 29Q: 3 clusters Score -4.000429e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291092 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -40004284.000000 Penalty: 6241.838379
	Iteration 30Q: 3 clusters Score -4.000428e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291110 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -40004308.000000 Penalty: 6241.838379
	Iteration 31Q: 3 clusters Score -4.000431e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291123 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -40004332.000000 Penalty: 6241.838379
	Iteration 32Q: 3 clusters Score -4.000433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291132 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -40004364.000000 Penalty: 6241.838379
	Iteration 33Q: 3 clusters Score -4.000436e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291147 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -40004380.000000 Penalty: 6241.838379
	Iteration 34Q: 3 clusters Score -4.000438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291148 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -40004364.000000 Penalty: 6241.838379
	Iteration 35Q: 3 clusters Score -4.000436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291151 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -40004372.000000 Penalty: 6241.838379
	Iteration 36Q: 3 clusters Score -4.000437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291154 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -40004360.000000 Penalty: 6241.838379
	Iteration 37Q: 3 clusters Score -4.000436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291155 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -40004380.000000 Penalty: 6241.838379
	Iteration 38Q: 3 clusters Score -4.000438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291154 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -40004368.000000 Penalty: 6241.838379
	Iteration 39Q: 3 clusters Score -4.000437e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291154 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -40004368.000000 Penalty: 6241.838379
	Iteration 40F: 3 clusters Score -4.000437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (61537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61537 members 
Entering Unmasked Estep 
Score: -8607660.000000 Penalty: 2734.793701
	Iteration 0F: 2 clusters Score -8607660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -8566332.000000 Penalty: 5469.587402
	Iteration 0F: 3 clusters Score -8566332 nChanged 28535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -8582781.000000 Penalty: 5469.587402
	Iteration 1F: 3 clusters Score -8582781 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -8583833.000000 Penalty: 5469.587402
	Iteration 2Q: 3 clusters Score -8583833 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -8585047.000000 Penalty: 5469.587402
	Iteration 3Q: 3 clusters Score -8585047 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -8586670.000000 Penalty: 5469.587402
	Iteration 4F: 3 clusters Score -8586670 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -8588910.000000 Penalty: 5469.587402
	Iteration 5F: 3 clusters Score -8588910 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -8591900.000000 Penalty: 5469.587402
	Iteration 6F: 3 clusters Score -8591900 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -8595430.000000 Penalty: 5469.587402
	Iteration 7F: 3 clusters Score -8595430 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -8598701.000000 Penalty: 5469.587402
	Iteration 8F: 3 clusters Score -8598701 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -8601100.000000 Penalty: 5469.587402
	Iteration 9Q: 3 clusters Score -8601100 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -8602410.000000 Penalty: 5469.587402
	Iteration 10Q: 3 clusters Score -8602410 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -8603118.000000 Penalty: 5469.587402
	Iteration 11Q: 3 clusters Score -8603118 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -8603621.000000 Penalty: 5469.587402
	Iteration 12Q: 3 clusters Score -8603621 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -8603950.000000 Penalty: 5469.587402
	Iteration 13Q: 3 clusters Score -8603950 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -8604146.000000 Penalty: 5469.587402
	Iteration 14Q: 3 clusters Score -8604146 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -8604383.000000 Penalty: 5469.587402
	Iteration 15Q: 3 clusters Score -8604383 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -8604595.000000 Penalty: 5469.587402
	Iteration 16Q: 3 clusters Score -8604595 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -8604755.000000 Penalty: 5469.587402
	Iteration 17Q: 3 clusters Score -8604755 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -8604892.000000 Penalty: 5469.587402
	Iteration 18Q: 3 clusters Score -8604892 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57930 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -8605025.000000 Penalty: 5469.587402
	Iteration 19Q: 3 clusters Score -8605025 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -8605129.000000 Penalty: 5469.587402
	Iteration 20F: 3 clusters Score -8605129 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -8605222.000000 Penalty: 5469.587402
	Iteration 21Q: 3 clusters Score -8605222 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -8605329.000000 Penalty: 5469.587402
	Iteration 22Q: 3 clusters Score -8605329 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -8605379.000000 Penalty: 5469.587402
	Iteration 23Q: 3 clusters Score -8605379 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59054 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -8605437.000000 Penalty: 5469.587402
	Iteration 24Q: 3 clusters Score -8605437 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -8605484.000000 Penalty: 5469.587402
	Iteration 25Q: 3 clusters Score -8605484 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -8605524.000000 Penalty: 5469.587402
	Iteration 26Q: 3 clusters Score -8605524 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8605522.000000 Penalty: 5469.587402
	Iteration 27Q: 3 clusters Score -8605522 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59479 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -8605546.000000 Penalty: 5469.587402
	Iteration 28Q: 3 clusters Score -8605546 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59542 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -8605565.000000 Penalty: 5469.587402
	Iteration 29Q: 3 clusters Score -8605565 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -8605587.000000 Penalty: 5469.587402
	Iteration 30Q: 3 clusters Score -8605587 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8605613.000000 Penalty: 5469.587402
	Iteration 31Q: 3 clusters Score -8605613 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -8605616.000000 Penalty: 5469.587402
	Iteration 32Q: 3 clusters Score -8605616 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -8605652.000000 Penalty: 5469.587402
	Iteration 33Q: 3 clusters Score -8605652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8605639.000000 Penalty: 5469.587402
	Iteration 34Q: 3 clusters Score -8605639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8605640.000000 Penalty: 5469.587402
	Iteration 35Q: 3 clusters Score -8605640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59829 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -8605650.000000 Penalty: 5469.587402
	Iteration 36Q: 3 clusters Score -8605650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -8605663.000000 Penalty: 5469.587402
	Iteration 37Q: 3 clusters Score -8605663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59872 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8605669.000000 Penalty: 5469.587402
	Iteration 38Q: 3 clusters Score -8605669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8605674.000000 Penalty: 5469.587402
	Iteration 39Q: 3 clusters Score -8605674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59899 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -8605673.000000 Penalty: 5469.587402
	Iteration 40F: 3 clusters Score -8605673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8605672.000000 Penalty: 5469.587402
	Iteration 41Q: 3 clusters Score -8605672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8605676.000000 Penalty: 5469.587402
	Iteration 42Q: 3 clusters Score -8605676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59921 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8605684.000000 Penalty: 5469.587402
	Iteration 43Q: 3 clusters Score -8605684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59929 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -8605684.000000 Penalty: 5469.587402
	Iteration 44Q: 3 clusters Score -8605684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59937 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8605683.000000 Penalty: 5469.587402
	Iteration 45Q: 3 clusters Score -8605683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8605686.000000 Penalty: 5469.587402
	Iteration 46Q: 3 clusters Score -8605686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8605687.000000 Penalty: 5469.587402
	Iteration 47Q: 3 clusters Score -8605687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8605676.000000 Penalty: 5469.587402
	Iteration 48Q: 3 clusters Score -8605676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8605685.000000 Penalty: 5469.587402
	Iteration 49Q: 3 clusters Score -8605685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59961 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8605690.000000 Penalty: 5469.587402
	Iteration 50Q: 3 clusters Score -8605690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59965 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8605697.000000 Penalty: 5469.587402
	Iteration 51Q: 3 clusters Score -8605697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8605695.000000 Penalty: 5469.587402
	Iteration 52Q: 3 clusters Score -8605695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -8605703.000000 Penalty: 5469.587402
	Iteration 53Q: 3 clusters Score -8605703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8605699.000000 Penalty: 5469.587402
	Iteration 54Q: 3 clusters Score -8605699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59971 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8605697.000000 Penalty: 5469.587402
	Iteration 55Q: 3 clusters Score -8605697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59972 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -8605698.000000 Penalty: 5469.587402
	Iteration 56Q: 3 clusters Score -8605698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59972 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -8605698.000000 Penalty: 5469.587402
	Iteration 57F: 3 clusters Score -8605698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Entering Unmasked Estep 
Score: -5638482.000000 Penalty: 2638.412354
	Iteration 0F: 2 clusters Score -5638482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -5610292.000000 Penalty: 5276.824707
	Iteration 0F: 3 clusters Score -5610292 nChanged 19125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -5620827.000000 Penalty: 5276.824707
	Iteration 1F: 3 clusters Score -5620827 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -5621312.000000 Penalty: 5276.824707
	Iteration 2Q: 3 clusters Score -5621312 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -5621746.000000 Penalty: 5276.824707
	Iteration 3Q: 3 clusters Score -5621746 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -5622146.500000 Penalty: 5276.824707
	Iteration 4Q: 3 clusters Score -5622146 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -5622578.500000 Penalty: 5276.824707
	Iteration 5Q: 3 clusters Score -5622578 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -5623180.500000 Penalty: 5276.824707
	Iteration 6Q: 3 clusters Score -5623180 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -5623857.500000 Penalty: 5276.824707
	Iteration 7Q: 3 clusters Score -5623858 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -5624912.000000 Penalty: 5276.824707
	Iteration 8Q: 3 clusters Score -5624912 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -5626274.000000 Penalty: 5276.824707
	Iteration 9F: 3 clusters Score -5626274 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -5628038.000000 Penalty: 5276.824707
	Iteration 10F: 3 clusters Score -5628038 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -5630040.000000 Penalty: 5276.824707
	Iteration 11F: 3 clusters Score -5630040 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -5631898.000000 Penalty: 5276.824707
	Iteration 12F: 3 clusters Score -5631898 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -5633304.500000 Penalty: 5276.824707
	Iteration 13Q: 3 clusters Score -5633304 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -5634197.000000 Penalty: 5276.824707
	Iteration 14Q: 3 clusters Score -5634197 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -5634764.000000 Penalty: 5276.824707
	Iteration 15Q: 3 clusters Score -5634764 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -5635164.500000 Penalty: 5276.824707
	Iteration 16Q: 3 clusters Score -5635164 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -5635481.500000 Penalty: 5276.824707
	Iteration 17Q: 3 clusters Score -5635482 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -5635676.500000 Penalty: 5276.824707
	Iteration 18Q: 3 clusters Score -5635676 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5635834.000000 Penalty: 5276.824707
	Iteration 19Q: 3 clusters Score -5635834 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5635938.000000 Penalty: 5276.824707
	Iteration 20F: 3 clusters Score -5635938 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5636015.000000 Penalty: 5276.824707
	Iteration 21Q: 3 clusters Score -5636015 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5636105.500000 Penalty: 5276.824707
	Iteration 22Q: 3 clusters Score -5636106 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5636165.500000 Penalty: 5276.824707
	Iteration 23Q: 3 clusters Score -5636166 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5636199.000000 Penalty: 5276.824707
	Iteration 24Q: 3 clusters Score -5636199 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5636219.500000 Penalty: 5276.824707
	Iteration 25Q: 3 clusters Score -5636220 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5636246.000000 Penalty: 5276.824707
	Iteration 26Q: 3 clusters Score -5636246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5636262.500000 Penalty: 5276.824707
	Iteration 27Q: 3 clusters Score -5636262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5636273.000000 Penalty: 5276.824707
	Iteration 28Q: 3 clusters Score -5636273 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5636280.000000 Penalty: 5276.824707
	Iteration 29Q: 3 clusters Score -5636280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5636287.000000 Penalty: 5276.824707
	Iteration 30Q: 3 clusters Score -5636287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5636292.000000 Penalty: 5276.824707
	Iteration 31Q: 3 clusters Score -5636292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5636301.000000 Penalty: 5276.824707
	Iteration 32Q: 3 clusters Score -5636301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5636315.500000 Penalty: 5276.824707
	Iteration 33Q: 3 clusters Score -5636316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5636323.500000 Penalty: 5276.824707
	Iteration 34Q: 3 clusters Score -5636324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5636328.500000 Penalty: 5276.824707
	Iteration 35Q: 3 clusters Score -5636328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5636345.000000 Penalty: 5276.824707
	Iteration 36Q: 3 clusters Score -5636345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5636343.500000 Penalty: 5276.824707
	Iteration 37Q: 3 clusters Score -5636344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5636345.000000 Penalty: 5276.824707
	Iteration 38Q: 3 clusters Score -5636345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5636357.000000 Penalty: 5276.824707
	Iteration 39Q: 3 clusters Score -5636357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5636352.000000 Penalty: 5276.824707
	Iteration 40F: 3 clusters Score -5636352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5636356.500000 Penalty: 5276.824707
	Iteration 41Q: 3 clusters Score -5636356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5636356.000000 Penalty: 5276.824707
	Iteration 42Q: 3 clusters Score -5636356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5636353.500000 Penalty: 5276.824707
	Iteration 43Q: 3 clusters Score -5636354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5636352.500000 Penalty: 5276.824707
	Iteration 44Q: 3 clusters Score -5636352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5636359.000000 Penalty: 5276.824707
	Iteration 45Q: 3 clusters Score -5636359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5636355.000000 Penalty: 5276.824707
	Iteration 46Q: 3 clusters Score -5636355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5636356.500000 Penalty: 5276.824707
	Iteration 47Q: 3 clusters Score -5636356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5636353.500000 Penalty: 5276.824707
	Iteration 48Q: 3 clusters Score -5636354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5636353.000000 Penalty: 5276.824707
	Iteration 49Q: 3 clusters Score -5636353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5636357.500000 Penalty: 5276.824707
	Iteration 50Q: 3 clusters Score -5636358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5636361.000000 Penalty: 5276.824707
	Iteration 51Q: 3 clusters Score -5636361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5636362.000000 Penalty: 5276.824707
	Iteration 52Q: 3 clusters Score -5636362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5636363.500000 Penalty: 5276.824707
	Iteration 53Q: 3 clusters Score -5636364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5636368.000000 Penalty: 5276.824707
	Iteration 54Q: 3 clusters Score -5636368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5636373.500000 Penalty: 5276.824707
	Iteration 55Q: 3 clusters Score -5636374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5636372.500000 Penalty: 5276.824707
	Iteration 56Q: 3 clusters Score -5636372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5636377.000000 Penalty: 5276.824707
	Iteration 57Q: 3 clusters Score -5636377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5636379.500000 Penalty: 5276.824707
	Iteration 58Q: 3 clusters Score -5636380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5636385.000000 Penalty: 5276.824707
	Iteration 59Q: 3 clusters Score -5636385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5636382.500000 Penalty: 5276.824707
	Iteration 60F: 3 clusters Score -5636382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5636380.500000 Penalty: 5276.824707
	Iteration 61Q: 3 clusters Score -5636380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5636385.000000 Penalty: 5276.824707
	Iteration 62Q: 3 clusters Score -5636385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5636381.000000 Penalty: 5276.824707
	Iteration 63Q: 3 clusters Score -5636381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5636387.500000 Penalty: 5276.824707
	Iteration 64Q: 3 clusters Score -5636388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5636392.000000 Penalty: 5276.824707
	Iteration 65Q: 3 clusters Score -5636392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5636397.000000 Penalty: 5276.824707
	Iteration 66Q: 3 clusters Score -5636397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5636398.500000 Penalty: 5276.824707
	Iteration 67Q: 3 clusters Score -5636398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5636396.000000 Penalty: 5276.824707
	Iteration 68Q: 3 clusters Score -5636396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5636397.500000 Penalty: 5276.824707
	Iteration 69Q: 3 clusters Score -5636398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5636393.000000 Penalty: 5276.824707
	Iteration 70Q: 3 clusters Score -5636393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5636393.000000 Penalty: 5276.824707
	Iteration 71F: 3 clusters Score -5636393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Entering Unmasked Estep 
Score: -3797669.500000 Penalty: 2531.627197
	Iteration 0F: 2 clusters Score -3797670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -3778971.500000 Penalty: 5063.254395
	Iteration 0F: 3 clusters Score -3778972 nChanged 12119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -3785526.250000 Penalty: 5063.254395
	Iteration 1F: 3 clusters Score -3785526 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -3786040.500000 Penalty: 5063.254395
	Iteration 2Q: 3 clusters Score -3786040 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -3786614.250000 Penalty: 5063.254395
	Iteration 3Q: 3 clusters Score -3786614 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -3787329.750000 Penalty: 5063.254395
	Iteration 4F: 3 clusters Score -3787330 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -3788341.000000 Penalty: 5063.254395
	Iteration 5F: 3 clusters Score -3788341 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3789648.000000 Penalty: 5063.254395
	Iteration 6F: 3 clusters Score -3789648 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -3791244.500000 Penalty: 5063.254395
	Iteration 7F: 3 clusters Score -3791244 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -3792702.250000 Penalty: 5063.254395
	Iteration 8F: 3 clusters Score -3792702 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -3793759.250000 Penalty: 5063.254395
	Iteration 9Q: 3 clusters Score -3793759 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -3794489.250000 Penalty: 5063.254395
	Iteration 10Q: 3 clusters Score -3794489 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3794897.000000 Penalty: 5063.254395
	Iteration 11Q: 3 clusters Score -3794897 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3795122.000000 Penalty: 5063.254395
	Iteration 12Q: 3 clusters Score -3795122 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3795316.000000 Penalty: 5063.254395
	Iteration 13Q: 3 clusters Score -3795316 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3795425.000000 Penalty: 5063.254395
	Iteration 14Q: 3 clusters Score -3795425 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3795485.250000 Penalty: 5063.254395
	Iteration 15Q: 3 clusters Score -3795485 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3795560.500000 Penalty: 5063.254395
	Iteration 16Q: 3 clusters Score -3795560 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3795597.500000 Penalty: 5063.254395
	Iteration 17Q: 3 clusters Score -3795598 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3795642.000000 Penalty: 5063.254395
	Iteration 18Q: 3 clusters Score -3795642 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3795678.000000 Penalty: 5063.254395
	Iteration 19Q: 3 clusters Score -3795678 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3795703.500000 Penalty: 5063.254395
	Iteration 20F: 3 clusters Score -3795704 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3795723.750000 Penalty: 5063.254395
	Iteration 21Q: 3 clusters Score -3795724 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3795749.250000 Penalty: 5063.254395
	Iteration 22Q: 3 clusters Score -3795749 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3795763.250000 Penalty: 5063.254395
	Iteration 23Q: 3 clusters Score -3795763 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3795770.000000 Penalty: 5063.254395
	Iteration 24Q: 3 clusters Score -3795770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3795783.000000 Penalty: 5063.254395
	Iteration 25Q: 3 clusters Score -3795783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3795797.750000 Penalty: 5063.254395
	Iteration 26Q: 3 clusters Score -3795798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3795799.750000 Penalty: 5063.254395
	Iteration 27Q: 3 clusters Score -3795800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3795800.000000 Penalty: 5063.254395
	Iteration 28Q: 3 clusters Score -3795800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3795804.250000 Penalty: 5063.254395
	Iteration 29Q: 3 clusters Score -3795804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3795815.000000 Penalty: 5063.254395
	Iteration 30Q: 3 clusters Score -3795815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3795811.000000 Penalty: 5063.254395
	Iteration 31Q: 3 clusters Score -3795811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3795814.500000 Penalty: 5063.254395
	Iteration 32Q: 3 clusters Score -3795814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3795819.000000 Penalty: 5063.254395
	Iteration 33Q: 3 clusters Score -3795819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3795823.750000 Penalty: 5063.254395
	Iteration 34Q: 3 clusters Score -3795824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3795826.000000 Penalty: 5063.254395
	Iteration 35Q: 3 clusters Score -3795826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3795834.250000 Penalty: 5063.254395
	Iteration 36Q: 3 clusters Score -3795834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3795840.000000 Penalty: 5063.254395
	Iteration 37Q: 3 clusters Score -3795840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3795847.750000 Penalty: 5063.254395
	Iteration 38Q: 3 clusters Score -3795848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3795854.750000 Penalty: 5063.254395
	Iteration 39Q: 3 clusters Score -3795855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3795861.000000 Penalty: 5063.254395
	Iteration 40F: 3 clusters Score -3795861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3795858.250000 Penalty: 5063.254395
	Iteration 41Q: 3 clusters Score -3795858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3795858.500000 Penalty: 5063.254395
	Iteration 42Q: 3 clusters Score -3795858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3795860.000000 Penalty: 5063.254395
	Iteration 43Q: 3 clusters Score -3795860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3795859.250000 Penalty: 5063.254395
	Iteration 44Q: 3 clusters Score -3795859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3795863.250000 Penalty: 5063.254395
	Iteration 45Q: 3 clusters Score -3795863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3795860.750000 Penalty: 5063.254395
	Iteration 46Q: 3 clusters Score -3795861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3795861.000000 Penalty: 5063.254395
	Iteration 47Q: 3 clusters Score -3795861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3795862.250000 Penalty: 5063.254395
	Iteration 48Q: 3 clusters Score -3795862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3795867.500000 Penalty: 5063.254395
	Iteration 49Q: 3 clusters Score -3795868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3795864.750000 Penalty: 5063.254395
	Iteration 50Q: 3 clusters Score -3795865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3795867.500000 Penalty: 5063.254395
	Iteration 51Q: 3 clusters Score -3795868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3795874.500000 Penalty: 5063.254395
	Iteration 52Q: 3 clusters Score -3795874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3795872.250000 Penalty: 5063.254395
	Iteration 53Q: 3 clusters Score -3795872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3795871.250000 Penalty: 5063.254395
	Iteration 54Q: 3 clusters Score -3795871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3795870.750000 Penalty: 5063.254395
	Iteration 55Q: 3 clusters Score -3795871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3795871.000000 Penalty: 5063.254395
	Iteration 56Q: 3 clusters Score -3795871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3795872.750000 Penalty: 5063.254395
	Iteration 57Q: 3 clusters Score -3795873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3795869.500000 Penalty: 5063.254395
	Iteration 58Q: 3 clusters Score -3795870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3795869.000000 Penalty: 5063.254395
	Iteration 59Q: 3 clusters Score -3795869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3795869.000000 Penalty: 5063.254395
	Iteration 60F: 3 clusters Score -3795869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -76194.367188 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -76194.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74595.882812 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -74595.88 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74858.898438 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -74858.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74978.250000 Penalty: 3190.738281
	Iteration 2F: 3 clusters Score -74978.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -75083.765625 Penalty: 3190.738281
	Iteration 3Q: 3 clusters Score -75083.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -75155.414062 Penalty: 3190.738281
	Iteration 4Q: 3 clusters Score -75155.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75238.125000 Penalty: 3190.738281
	Iteration 5Q: 3 clusters Score -75238.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -75347.812500 Penalty: 3190.738281
	Iteration 6Q: 3 clusters Score -75347.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -75440.570312 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -75440.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -75514.281250 Penalty: 3190.738281
	Iteration 8Q: 3 clusters Score -75514.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -75671.914062 Penalty: 3190.738281
	Iteration 9Q: 3 clusters Score -75671.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -75785.937500 Penalty: 3190.738281
	Iteration 10Q: 3 clusters Score -75785.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -75916.539062 Penalty: 3190.738281
	Iteration 11Q: 3 clusters Score -75916.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -76041.039062 Penalty: 3190.738281
	Iteration 12Q: 3 clusters Score -76041.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -76089.718750 Penalty: 3190.738281
	Iteration 13Q: 3 clusters Score -76089.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -76124.625000 Penalty: 3190.738281
	Iteration 14Q: 3 clusters Score -76124.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -76144.625000 Penalty: 3190.738281
	Iteration 15Q: 3 clusters Score -76144.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -76171.390625 Penalty: 3190.738281
	Iteration 16Q: 3 clusters Score -76171.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -76181.132812 Penalty: 3190.738281
	Iteration 17Q: 3 clusters Score -76181.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -76189.375000 Penalty: 3190.738281
	Iteration 18Q: 3 clusters Score -76189.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76204.515625 Penalty: 3190.738281
	Iteration 19Q: 3 clusters Score -76204.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76233.445312 Penalty: 3190.738281
	Iteration 20F: 3 clusters Score -76233.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -76260.562500 Penalty: 3190.738281
	Iteration 21Q: 3 clusters Score -76260.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -76278.679688 Penalty: 3190.738281
	Iteration 22Q: 3 clusters Score -76278.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -76306.781250 Penalty: 3190.738281
	Iteration 23Q: 3 clusters Score -76306.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -76350.476562 Penalty: 3190.738281
	Iteration 24Q: 3 clusters Score -76350.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76380.125000 Penalty: 3190.738281
	Iteration 25Q: 3 clusters Score -76380.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76401.015625 Penalty: 3190.738281
	Iteration 26Q: 3 clusters Score -76401.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76416.093750 Penalty: 3190.738281
	Iteration 27Q: 3 clusters Score -76416.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76442.460938 Penalty: 3190.738281
	Iteration 28Q: 3 clusters Score -76442.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76482.242188 Penalty: 3190.738281
	Iteration 29Q: 3 clusters Score -76482.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -76498.671875 Penalty: 3190.738281
	Iteration 30Q: 3 clusters Score -76498.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -76531.609375 Penalty: 3190.738281
	Iteration 31Q: 3 clusters Score -76531.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -76545.820312 Penalty: 3190.738281
	Iteration 32Q: 3 clusters Score -76545.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -76550.179688 Penalty: 3190.738281
	Iteration 33Q: 3 clusters Score -76550.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -76561.398438 Penalty: 3190.738281
	Iteration 34Q: 3 clusters Score -76561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -76564.859375 Penalty: 3190.738281
	Iteration 35Q: 3 clusters Score -76564.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76569.164062 Penalty: 3190.738281
	Iteration 36Q: 3 clusters Score -76569.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76569.164062 Penalty: 3190.738281
	Iteration 37F: 3 clusters Score -76569.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4527 members 
Mstep: Class 3 contains 7168 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 161582 members 
Mstep: Class 6 contains 6791 members 
Mstep: Class 7 contains 22298 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291954 members 
Mstep: Class 10 contains 61537 members 
Mstep: Class 11 contains 41721 members 
Mstep: Class 12 contains 27124 members 
Mstep: Class 13 contains 362 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42457 members 
Mstep: Class 18 contains 18686 members 
Mstep: Class 19 contains 14917 members 
Mstep: Class 20 contains 85181 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199861 members 
Mstep: Class 23 contains 260 members 
Entering Unmasked Estep 
Score: -135799184.000000 Penalty: 78787.804688
Splitting cluster 13 changes total score from -135800320.000000 to -135799184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -34814.921875 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -34814.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33673.101562 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -33673.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33778.796875 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -33778.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33816.593750 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -33816.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33837.640625 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -33837.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33866.191406 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -33866.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33880.375000 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -33880.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33882.144531 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -33882.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33882.144531 Penalty: 2829.076172
	Iteration 7F: 3 clusters Score -33882.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Entering Unmasked Estep 
Score: -576495.250000 Penalty: 2079.544678
	Iteration 0F: 2 clusters Score -576495.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -572367.812500 Penalty: 4159.089355
	Iteration 0F: 3 clusters Score -572367.8 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -573314.937500 Penalty: 4159.089355
	Iteration 1F: 3 clusters Score -573314.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -573562.937500 Penalty: 4159.089355
	Iteration 2F: 3 clusters Score -573562.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -573834.687500 Penalty: 4159.089355
	Iteration 3F: 3 clusters Score -573834.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -574097.125000 Penalty: 4159.089355
	Iteration 4F: 3 clusters Score -574097.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -574369.625000 Penalty: 4159.089355
	Iteration 5F: 3 clusters Score -574369.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -574625.000000 Penalty: 4159.089355
	Iteration 6F: 3 clusters Score -574625 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -574828.062500 Penalty: 4159.089355
	Iteration 7F: 3 clusters Score -574828.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -574981.125000 Penalty: 4159.089355
	Iteration 8Q: 3 clusters Score -574981.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -575084.187500 Penalty: 4159.089355
	Iteration 9Q: 3 clusters Score -575084.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -575164.625000 Penalty: 4159.089355
	Iteration 10Q: 3 clusters Score -575164.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -575228.375000 Penalty: 4159.089355
	Iteration 11Q: 3 clusters Score -575228.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -575272.250000 Penalty: 4159.089355
	Iteration 12Q: 3 clusters Score -575272.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -575303.562500 Penalty: 4159.089355
	Iteration 13Q: 3 clusters Score -575303.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -575326.125000 Penalty: 4159.089355
	Iteration 14Q: 3 clusters Score -575326.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -575337.125000 Penalty: 4159.089355
	Iteration 15Q: 3 clusters Score -575337.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -575347.437500 Penalty: 4159.089355
	Iteration 16Q: 3 clusters Score -575347.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -575351.875000 Penalty: 4159.089355
	Iteration 17Q: 3 clusters Score -575351.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -575354.937500 Penalty: 4159.089355
	Iteration 18Q: 3 clusters Score -575354.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -575356.937500 Penalty: 4159.089355
	Iteration 19Q: 3 clusters Score -575356.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -575359.375000 Penalty: 4159.089355
	Iteration 20F: 3 clusters Score -575359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -575360.125000 Penalty: 4159.089355
	Iteration 21Q: 3 clusters Score -575360.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -575360.062500 Penalty: 4159.089355
	Iteration 22Q: 3 clusters Score -575360.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -575360.062500 Penalty: 4159.089355
	Iteration 23F: 3 clusters Score -575360.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -145806.171875 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -145806.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -143884.484375 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -143884.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -144290.906250 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -144290.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -144437.312500 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -144437.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -144521.218750 Penalty: 3483.342529
	Iteration 3Q: 3 clusters Score -144521.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -144595.812500 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -144595.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -144711.125000 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -144711.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -144857.437500 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -144857.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -144922.187500 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -144922.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -144954.890625 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -144954.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -144973.609375 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -144973.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -144994.062500 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -144994.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -145016.156250 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -145016.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -145044.265625 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -145044.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -145060.859375 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -145060.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -145073.640625 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -145073.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -145083.765625 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -145083.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -145091.781250 Penalty: 3483.342529
	Iteration 16Q: 3 clusters Score -145091.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -145104.265625 Penalty: 3483.342529
	Iteration 17Q: 3 clusters Score -145104.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -145120.140625 Penalty: 3483.342529
	Iteration 18Q: 3 clusters Score -145120.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -145130.250000 Penalty: 3483.342529
	Iteration 19Q: 3 clusters Score -145130.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -145146.765625 Penalty: 3483.342529
	Iteration 20F: 3 clusters Score -145146.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -145181.609375 Penalty: 3483.342529
	Iteration 21Q: 3 clusters Score -145181.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -145207.703125 Penalty: 3483.342529
	Iteration 22Q: 3 clusters Score -145207.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -145223.156250 Penalty: 3483.342529
	Iteration 23Q: 3 clusters Score -145223.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -145248.843750 Penalty: 3483.342529
	Iteration 24Q: 3 clusters Score -145248.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -145307.968750 Penalty: 3483.342529
	Iteration 25Q: 3 clusters Score -145308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -145366.796875 Penalty: 3483.342529
	Iteration 26Q: 3 clusters Score -145366.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -145428.765625 Penalty: 3483.342529
	Iteration 27Q: 3 clusters Score -145428.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -145500.406250 Penalty: 3483.342529
	Iteration 28Q: 3 clusters Score -145500.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -145587.281250 Penalty: 3483.342529
	Iteration 29Q: 3 clusters Score -145587.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -145675.796875 Penalty: 3483.342529
	Iteration 30Q: 3 clusters Score -145675.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -145864.984375 Penalty: 3483.342529
	Iteration 31Q: 3 clusters Score -145865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -146222.515625 Penalty: 3483.342529
	Iteration 32Q: 3 clusters Score -146222.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -146282.015625 Penalty: 3483.342529
	Iteration 33Q: 3 clusters Score -146282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -146282.015625 Penalty: 3483.342529
	Iteration 34F: 3 clusters Score -146282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4527 members 
Mstep: Class 3 contains 7168 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 161582 members 
Mstep: Class 6 contains 6791 members 
Mstep: Class 7 contains 22298 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291954 members 
Mstep: Class 10 contains 61537 members 
Mstep: Class 11 contains 41721 members 
Mstep: Class 12 contains 27124 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 527 members 
Mstep: Class 17 contains 42457 members 
Mstep: Class 18 contains 18686 members 
Mstep: Class 19 contains 14917 members 
Mstep: Class 20 contains 85181 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199861 members 
Mstep: Class 23 contains 595 members 
Entering Unmasked Estep 
Score: -135799152.000000 Penalty: 78787.804688
Splitting cluster 16 changes total score from -135800320.000000 to -135799152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (42457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Entering Unmasked Estep 
Score: -5746300.000000 Penalty: 2642.749268
	Iteration 0F: 2 clusters Score -5746300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -5717534.500000 Penalty: 5285.498535
	Iteration 0F: 3 clusters Score -5717534 nChanged 19447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -5728101.000000 Penalty: 5285.498535
	Iteration 1F: 3 clusters Score -5728101 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -5728589.000000 Penalty: 5285.498535
	Iteration 2Q: 3 clusters Score -5728589 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -5729069.000000 Penalty: 5285.498535
	Iteration 3Q: 3 clusters Score -5729069 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -5729504.000000 Penalty: 5285.498535
	Iteration 4Q: 3 clusters Score -5729504 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -5729933.500000 Penalty: 5285.498535
	Iteration 5Q: 3 clusters Score -5729934 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -5730412.000000 Penalty: 5285.498535
	Iteration 6Q: 3 clusters Score -5730412 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -5730936.500000 Penalty: 5285.498535
	Iteration 7Q: 3 clusters Score -5730936 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -5731498.000000 Penalty: 5285.498535
	Iteration 8Q: 3 clusters Score -5731498 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -5732107.000000 Penalty: 5285.498535
	Iteration 9Q: 3 clusters Score -5732107 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -5732755.500000 Penalty: 5285.498535
	Iteration 10Q: 3 clusters Score -5732756 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -5733480.000000 Penalty: 5285.498535
	Iteration 11Q: 3 clusters Score -5733480 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -5734218.500000 Penalty: 5285.498535
	Iteration 12Q: 3 clusters Score -5734218 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -5735025.500000 Penalty: 5285.498535
	Iteration 13Q: 3 clusters Score -5735026 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -5735831.000000 Penalty: 5285.498535
	Iteration 14Q: 3 clusters Score -5735831 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -5736681.500000 Penalty: 5285.498535
	Iteration 15Q: 3 clusters Score -5736682 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -5737349.500000 Penalty: 5285.498535
	Iteration 16Q: 3 clusters Score -5737350 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -5737852.000000 Penalty: 5285.498535
	Iteration 17Q: 3 clusters Score -5737852 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -5738172.000000 Penalty: 5285.498535
	Iteration 18Q: 3 clusters Score -5738172 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -5738454.500000 Penalty: 5285.498535
	Iteration 19Q: 3 clusters Score -5738454 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -5738816.000000 Penalty: 5285.498535
	Iteration 20F: 3 clusters Score -5738816 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -5739272.500000 Penalty: 5285.498535
	Iteration 21Q: 3 clusters Score -5739272 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -5739770.500000 Penalty: 5285.498535
	Iteration 22Q: 3 clusters Score -5739770 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -5740391.000000 Penalty: 5285.498535
	Iteration 23Q: 3 clusters Score -5740391 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -5741121.500000 Penalty: 5285.498535
	Iteration 24Q: 3 clusters Score -5741122 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5741964.000000 Penalty: 5285.498535
	Iteration 25Q: 3 clusters Score -5741964 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5742738.500000 Penalty: 5285.498535
	Iteration 26Q: 3 clusters Score -5742738 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5743261.000000 Penalty: 5285.498535
	Iteration 27Q: 3 clusters Score -5743261 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5743574.000000 Penalty: 5285.498535
	Iteration 28Q: 3 clusters Score -5743574 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5743710.000000 Penalty: 5285.498535
	Iteration 29Q: 3 clusters Score -5743710 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5743797.500000 Penalty: 5285.498535
	Iteration 30Q: 3 clusters Score -5743798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5743861.000000 Penalty: 5285.498535
	Iteration 31Q: 3 clusters Score -5743861 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5743917.500000 Penalty: 5285.498535
	Iteration 32Q: 3 clusters Score -5743918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5743943.000000 Penalty: 5285.498535
	Iteration 33Q: 3 clusters Score -5743943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5743966.000000 Penalty: 5285.498535
	Iteration 34Q: 3 clusters Score -5743966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5743973.000000 Penalty: 5285.498535
	Iteration 35Q: 3 clusters Score -5743973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5743987.000000 Penalty: 5285.498535
	Iteration 36Q: 3 clusters Score -5743987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5743987.000000 Penalty: 5285.498535
	Iteration 37Q: 3 clusters Score -5743987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5743988.500000 Penalty: 5285.498535
	Iteration 38Q: 3 clusters Score -5743988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5743983.500000 Penalty: 5285.498535
	Iteration 39Q: 3 clusters Score -5743984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5743990.000000 Penalty: 5285.498535
	Iteration 40F: 3 clusters Score -5743990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5743993.000000 Penalty: 5285.498535
	Iteration 41Q: 3 clusters Score -5743993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5743997.500000 Penalty: 5285.498535
	Iteration 42Q: 3 clusters Score -5743998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5743995.000000 Penalty: 5285.498535
	Iteration 43Q: 3 clusters Score -5743995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5743995.000000 Penalty: 5285.498535
	Iteration 44Q: 3 clusters Score -5743995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5743994.000000 Penalty: 5285.498535
	Iteration 45Q: 3 clusters Score -5743994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5743993.000000 Penalty: 5285.498535
	Iteration 46Q: 3 clusters Score -5743993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5743997.500000 Penalty: 5285.498535
	Iteration 47Q: 3 clusters Score -5743998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5743997.500000 Penalty: 5285.498535
	Iteration 48F: 3 clusters Score -5743998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Entering Unmasked Estep 
Score: -2620162.000000 Penalty: 2439.211426
	Iteration 0F: 2 clusters Score -2620162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2606920.750000 Penalty: 4878.422852
	Iteration 0F: 3 clusters Score -2606921 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2611161.250000 Penalty: 4878.422852
	Iteration 1F: 3 clusters Score -2611161 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2611524.000000 Penalty: 4878.422852
	Iteration 2F: 3 clusters Score -2611524 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2611809.250000 Penalty: 4878.422852
	Iteration 3Q: 3 clusters Score -2611809 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2612033.250000 Penalty: 4878.422852
	Iteration 4Q: 3 clusters Score -2612033 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2612259.250000 Penalty: 4878.422852
	Iteration 5Q: 3 clusters Score -2612259 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2612518.500000 Penalty: 4878.422852
	Iteration 6Q: 3 clusters Score -2612518 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2612861.750000 Penalty: 4878.422852
	Iteration 7Q: 3 clusters Score -2612862 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2613356.250000 Penalty: 4878.422852
	Iteration 8Q: 3 clusters Score -2613356 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2614017.750000 Penalty: 4878.422852
	Iteration 9F: 3 clusters Score -2614018 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2614969.250000 Penalty: 4878.422852
	Iteration 10F: 3 clusters Score -2614969 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2615997.250000 Penalty: 4878.422852
	Iteration 11F: 3 clusters Score -2615997 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2616882.500000 Penalty: 4878.422852
	Iteration 12F: 3 clusters Score -2616882 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2617441.750000 Penalty: 4878.422852
	Iteration 13Q: 3 clusters Score -2617442 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2617720.250000 Penalty: 4878.422852
	Iteration 14Q: 3 clusters Score -2617720 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2617861.250000 Penalty: 4878.422852
	Iteration 15Q: 3 clusters Score -2617861 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2617948.250000 Penalty: 4878.422852
	Iteration 16Q: 3 clusters Score -2617948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2617997.000000 Penalty: 4878.422852
	Iteration 17Q: 3 clusters Score -2617997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2618028.000000 Penalty: 4878.422852
	Iteration 18Q: 3 clusters Score -2618028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2618040.250000 Penalty: 4878.422852
	Iteration 19Q: 3 clusters Score -2618040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2618045.500000 Penalty: 4878.422852
	Iteration 20F: 3 clusters Score -2618046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2618052.250000 Penalty: 4878.422852
	Iteration 21Q: 3 clusters Score -2618052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2618064.250000 Penalty: 4878.422852
	Iteration 22Q: 3 clusters Score -2618064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2618065.750000 Penalty: 4878.422852
	Iteration 23Q: 3 clusters Score -2618066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2618067.750000 Penalty: 4878.422852
	Iteration 24Q: 3 clusters Score -2618068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2618070.500000 Penalty: 4878.422852
	Iteration 25Q: 3 clusters Score -2618070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2618070.500000 Penalty: 4878.422852
	Iteration 26F: 3 clusters Score -2618070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Entering Unmasked Estep 
Score: -1980572.125000 Penalty: 2383.343750
	Iteration 0F: 2 clusters Score -1980572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1969778.750000 Penalty: 4766.687500
	Iteration 0F: 3 clusters Score -1969779 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1973405.000000 Penalty: 4766.687500
	Iteration 1F: 3 clusters Score -1973405 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1974050.875000 Penalty: 4766.687500
	Iteration 2F: 3 clusters Score -1974051 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1974718.875000 Penalty: 4766.687500
	Iteration 3F: 3 clusters Score -1974719 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1975298.000000 Penalty: 4766.687500
	Iteration 4F: 3 clusters Score -1975298 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1975876.375000 Penalty: 4766.687500
	Iteration 5F: 3 clusters Score -1975876 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1976467.000000 Penalty: 4766.687500
	Iteration 6F: 3 clusters Score -1976467 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1976940.500000 Penalty: 4766.687500
	Iteration 7Q: 3 clusters Score -1976940 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1977358.125000 Penalty: 4766.687500
	Iteration 8Q: 3 clusters Score -1977358 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1977685.375000 Penalty: 4766.687500
	Iteration 9Q: 3 clusters Score -1977685 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1978016.000000 Penalty: 4766.687500
	Iteration 10Q: 3 clusters Score -1978016 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1978342.000000 Penalty: 4766.687500
	Iteration 11Q: 3 clusters Score -1978342 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1978658.875000 Penalty: 4766.687500
	Iteration 12Q: 3 clusters Score -1978659 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1978870.750000 Penalty: 4766.687500
	Iteration 13Q: 3 clusters Score -1978871 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1979013.625000 Penalty: 4766.687500
	Iteration 14Q: 3 clusters Score -1979014 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1979093.625000 Penalty: 4766.687500
	Iteration 15Q: 3 clusters Score -1979094 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1979172.000000 Penalty: 4766.687500
	Iteration 16Q: 3 clusters Score -1979172 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1979237.250000 Penalty: 4766.687500
	Iteration 17Q: 3 clusters Score -1979237 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1979305.250000 Penalty: 4766.687500
	Iteration 18Q: 3 clusters Score -1979305 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1979345.500000 Penalty: 4766.687500
	Iteration 19Q: 3 clusters Score -1979346 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1979397.750000 Penalty: 4766.687500
	Iteration 20F: 3 clusters Score -1979398 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1979425.500000 Penalty: 4766.687500
	Iteration 21Q: 3 clusters Score -1979426 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1979454.250000 Penalty: 4766.687500
	Iteration 22Q: 3 clusters Score -1979454 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1979475.250000 Penalty: 4766.687500
	Iteration 23Q: 3 clusters Score -1979475 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1979491.625000 Penalty: 4766.687500
	Iteration 24Q: 3 clusters Score -1979492 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1979507.875000 Penalty: 4766.687500
	Iteration 25Q: 3 clusters Score -1979508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1979519.875000 Penalty: 4766.687500
	Iteration 26Q: 3 clusters Score -1979520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1979530.500000 Penalty: 4766.687500
	Iteration 27Q: 3 clusters Score -1979530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1979540.500000 Penalty: 4766.687500
	Iteration 28Q: 3 clusters Score -1979540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1979548.250000 Penalty: 4766.687500
	Iteration 29Q: 3 clusters Score -1979548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1979560.875000 Penalty: 4766.687500
	Iteration 30Q: 3 clusters Score -1979561 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1979576.250000 Penalty: 4766.687500
	Iteration 31Q: 3 clusters Score -1979576 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1979598.250000 Penalty: 4766.687500
	Iteration 32Q: 3 clusters Score -1979598 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1979613.625000 Penalty: 4766.687500
	Iteration 33Q: 3 clusters Score -1979614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1979623.750000 Penalty: 4766.687500
	Iteration 34Q: 3 clusters Score -1979624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1979636.875000 Penalty: 4766.687500
	Iteration 35Q: 3 clusters Score -1979637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1979646.250000 Penalty: 4766.687500
	Iteration 36Q: 3 clusters Score -1979646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1979654.375000 Penalty: 4766.687500
	Iteration 37Q: 3 clusters Score -1979654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1979660.625000 Penalty: 4766.687500
	Iteration 38Q: 3 clusters Score -1979661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1979668.250000 Penalty: 4766.687500
	Iteration 39Q: 3 clusters Score -1979668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1979673.000000 Penalty: 4766.687500
	Iteration 40F: 3 clusters Score -1979673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1979671.000000 Penalty: 4766.687500
	Iteration 41Q: 3 clusters Score -1979671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1979675.375000 Penalty: 4766.687500
	Iteration 42Q: 3 clusters Score -1979675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1979677.000000 Penalty: 4766.687500
	Iteration 43Q: 3 clusters Score -1979677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1979685.875000 Penalty: 4766.687500
	Iteration 44Q: 3 clusters Score -1979686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1979688.125000 Penalty: 4766.687500
	Iteration 45Q: 3 clusters Score -1979688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1979691.125000 Penalty: 4766.687500
	Iteration 46Q: 3 clusters Score -1979691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1979698.875000 Penalty: 4766.687500
	Iteration 47Q: 3 clusters Score -1979699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1979699.625000 Penalty: 4766.687500
	Iteration 48Q: 3 clusters Score -1979700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1979709.250000 Penalty: 4766.687500
	Iteration 49Q: 3 clusters Score -1979709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1979714.750000 Penalty: 4766.687500
	Iteration 50Q: 3 clusters Score -1979715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1979720.375000 Penalty: 4766.687500
	Iteration 51Q: 3 clusters Score -1979720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1979722.125000 Penalty: 4766.687500
	Iteration 52Q: 3 clusters Score -1979722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1979721.000000 Penalty: 4766.687500
	Iteration 53Q: 3 clusters Score -1979721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1979722.875000 Penalty: 4766.687500
	Iteration 54Q: 3 clusters Score -1979723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1979730.875000 Penalty: 4766.687500
	Iteration 55Q: 3 clusters Score -1979731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1979734.375000 Penalty: 4766.687500
	Iteration 56Q: 3 clusters Score -1979734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1979734.750000 Penalty: 4766.687500
	Iteration 57Q: 3 clusters Score -1979735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1979740.000000 Penalty: 4766.687500
	Iteration 58Q: 3 clusters Score -1979740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1979738.500000 Penalty: 4766.687500
	Iteration 59Q: 3 clusters Score -1979738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1979738.625000 Penalty: 4766.687500
	Iteration 60F: 3 clusters Score -1979739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1979740.625000 Penalty: 4766.687500
	Iteration 61Q: 3 clusters Score -1979741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1979740.000000 Penalty: 4766.687500
	Iteration 62Q: 3 clusters Score -1979740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1979740.000000 Penalty: 4766.687500
	Iteration 63F: 3 clusters Score -1979740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (85181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85181 members 
Entering Unmasked Estep 
Score: -11875320.000000 Penalty: 2815.428223
	Iteration 0F: 2 clusters Score -1.187532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -11818113.000000 Penalty: 5630.856445
	Iteration 0F: 3 clusters Score -1.181811e+07 nChanged 40043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -11840864.000000 Penalty: 5630.856445
	Iteration 1F: 3 clusters Score -1.184086e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -11841969.000000 Penalty: 5630.856445
	Iteration 2Q: 3 clusters Score -1.184197e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -11843619.000000 Penalty: 5630.856445
	Iteration 3Q: 3 clusters Score -1.184362e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -11845949.000000 Penalty: 5630.856445
	Iteration 4Q: 3 clusters Score -1.184595e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -11849149.000000 Penalty: 5630.856445
	Iteration 5F: 3 clusters Score -1.184915e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -11852822.000000 Penalty: 5630.856445
	Iteration 6F: 3 clusters Score -1.185282e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63905 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -11856698.000000 Penalty: 5630.856445
	Iteration 7F: 3 clusters Score -1.18567e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68633 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -11860548.000000 Penalty: 5630.856445
	Iteration 8F: 3 clusters Score -1.186055e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -11863928.000000 Penalty: 5630.856445
	Iteration 9F: 3 clusters Score -1.186393e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -11866924.000000 Penalty: 5630.856445
	Iteration 10Q: 3 clusters Score -1.186692e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79851 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -11869161.000000 Penalty: 5630.856445
	Iteration 11Q: 3 clusters Score -1.186916e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81923 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -11870627.000000 Penalty: 5630.856445
	Iteration 12Q: 3 clusters Score -1.187063e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83187 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -11871626.000000 Penalty: 5630.856445
	Iteration 13Q: 3 clusters Score -1.187163e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83883 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -11872142.000000 Penalty: 5630.856445
	Iteration 14Q: 3 clusters Score -1.187214e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -11872421.000000 Penalty: 5630.856445
	Iteration 15Q: 3 clusters Score -1.187242e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84450 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -11872586.000000 Penalty: 5630.856445
	Iteration 16Q: 3 clusters Score -1.187259e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84558 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -11872679.000000 Penalty: 5630.856445
	Iteration 17Q: 3 clusters Score -1.187268e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84612 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11872729.000000 Penalty: 5630.856445
	Iteration 18Q: 3 clusters Score -1.187273e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84649 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -11872788.000000 Penalty: 5630.856445
	Iteration 19Q: 3 clusters Score -1.187279e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84675 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -11872802.000000 Penalty: 5630.856445
	Iteration 20F: 3 clusters Score -1.18728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84692 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -11872827.000000 Penalty: 5630.856445
	Iteration 21Q: 3 clusters Score -1.187283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84702 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -11872834.000000 Penalty: 5630.856445
	Iteration 22Q: 3 clusters Score -1.187283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -11872855.000000 Penalty: 5630.856445
	Iteration 23Q: 3 clusters Score -1.187286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84717 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -11872863.000000 Penalty: 5630.856445
	Iteration 24Q: 3 clusters Score -1.187286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84722 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -11872869.000000 Penalty: 5630.856445
	Iteration 25Q: 3 clusters Score -1.187287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84728 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11872869.000000 Penalty: 5630.856445
	Iteration 26Q: 3 clusters Score -1.187287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84733 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11872869.000000 Penalty: 5630.856445
	Iteration 27Q: 3 clusters Score -1.187287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84736 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11872880.000000 Penalty: 5630.856445
	Iteration 28Q: 3 clusters Score -1.187288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84736 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11872880.000000 Penalty: 5630.856445
	Iteration 29F: 3 clusters Score -1.187288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -50768.683594 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -50768.68 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 207 members 
Entering Unmasked Estep 
Score: -49389.476562 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -49389.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49544.812500 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -49544.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49601.804688 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -49601.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49628.378906 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -49628.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49648.726562 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -49648.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49659.921875 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -49659.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49665.011719 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -49665.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49673.144531 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -49673.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49691.867188 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -49691.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49718.093750 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -49718.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49735.339844 Penalty: 2982.802734
	Iteration 10Q: 3 clusters Score -49735.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49745.789062 Penalty: 2982.802734
	Iteration 11Q: 3 clusters Score -49745.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49753.187500 Penalty: 2982.802734
	Iteration 12Q: 3 clusters Score -49753.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49756.730469 Penalty: 2982.802734
	Iteration 13Q: 3 clusters Score -49756.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49756.730469 Penalty: 2982.802734
	Iteration 14F: 3 clusters Score -49756.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (199861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199861 members 
Entering Unmasked Estep 
Score: -27929240.000000 Penalty: 3026.933594
	Iteration 0F: 2 clusters Score -2.792924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99807 members 
Mstep: Class 2 contains 100054 members 
Entering Unmasked Estep 
Score: -27806828.000000 Penalty: 6053.867188
	Iteration 0F: 3 clusters Score -2.780683e+07 nChanged 96462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96341 members 
Mstep: Class 2 contains 103520 members 
Entering Unmasked Estep 
Score: -27863096.000000 Penalty: 6053.867188
	Iteration 1F: 3 clusters Score -2.78631e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94033 members 
Mstep: Class 2 contains 105828 members 
Entering Unmasked Estep 
Score: -27864206.000000 Penalty: 6053.867188
	Iteration 2Q: 3 clusters Score -2.786421e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90464 members 
Mstep: Class 2 contains 109397 members 
Entering Unmasked Estep 
Score: -27865636.000000 Penalty: 6053.867188
	Iteration 3Q: 3 clusters Score -2.786564e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84944 members 
Mstep: Class 2 contains 114917 members 
Entering Unmasked Estep 
Score: -27868020.000000 Penalty: 6053.867188
	Iteration 4Q: 3 clusters Score -2.786802e+07 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76584 members 
Mstep: Class 2 contains 123277 members 
Entering Unmasked Estep 
Score: -27872262.000000 Penalty: 6053.867188
	Iteration 5Q: 3 clusters Score -2.787226e+07 nChanged 13199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 135604 members 
Entering Unmasked Estep 
Score: -27879920.000000 Penalty: 6053.867188
	Iteration 6F: 3 clusters Score -2.787992e+07 nChanged 16425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 151507 members 
Entering Unmasked Estep 
Score: -27890946.000000 Penalty: 6053.867188
	Iteration 7F: 3 clusters Score -2.789095e+07 nChanged 17586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 168899 members 
Entering Unmasked Estep 
Score: -27903292.000000 Penalty: 6053.867188
	Iteration 8F: 3 clusters Score -2.790329e+07 nChanged 14991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 183864 members 
Entering Unmasked Estep 
Score: -27914026.000000 Penalty: 6053.867188
	Iteration 9F: 3 clusters Score -2.791403e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 193328 members 
Entering Unmasked Estep 
Score: -27921480.000000 Penalty: 6053.867188
	Iteration 10Q: 3 clusters Score -2.792148e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 197674 members 
Entering Unmasked Estep 
Score: -27924954.000000 Penalty: 6053.867188
	Iteration 11Q: 3 clusters Score -2.792495e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 199070 members 
Entering Unmasked Estep 
Score: -27926038.000000 Penalty: 6053.867188
	Iteration 12Q: 3 clusters Score -2.792604e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 199425 members 
Entering Unmasked Estep 
Score: -27926382.000000 Penalty: 6053.867188
	Iteration 13Q: 3 clusters Score -2.792638e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 199505 members 
Entering Unmasked Estep 
Score: -27926480.000000 Penalty: 6053.867188
	Iteration 14Q: 3 clusters Score -2.792648e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 199533 members 
Entering Unmasked Estep 
Score: -27926506.000000 Penalty: 6053.867188
	Iteration 15Q: 3 clusters Score -2.792651e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 199544 members 
Entering Unmasked Estep 
Score: -27926552.000000 Penalty: 6053.867188
	Iteration 16Q: 3 clusters Score -2.792655e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 199558 members 
Entering Unmasked Estep 
Score: -27926602.000000 Penalty: 6053.867188
	Iteration 17Q: 3 clusters Score -2.79266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 199564 members 
Entering Unmasked Estep 
Score: -27926618.000000 Penalty: 6053.867188
	Iteration 18Q: 3 clusters Score -2.792662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 199568 members 
Entering Unmasked Estep 
Score: -27926626.000000 Penalty: 6053.867188
	Iteration 19Q: 3 clusters Score -2.792663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 199575 members 
Entering Unmasked Estep 
Score: -27926632.000000 Penalty: 6053.867188
	Iteration 20F: 3 clusters Score -2.792663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 199578 members 
Entering Unmasked Estep 
Score: -27926632.000000 Penalty: 6053.867188
	Iteration 21Q: 3 clusters Score -2.792663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 199580 members 
Entering Unmasked Estep 
Score: -27926648.000000 Penalty: 6053.867188
	Iteration 22Q: 3 clusters Score -2.792665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 199585 members 
Entering Unmasked Estep 
Score: -27926650.000000 Penalty: 6053.867188
	Iteration 23Q: 3 clusters Score -2.792665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 199586 members 
Entering Unmasked Estep 
Score: -27926658.000000 Penalty: 6053.867188
	Iteration 24Q: 3 clusters Score -2.792666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 199587 members 
Entering Unmasked Estep 
Score: -27926652.000000 Penalty: 6053.867188
	Iteration 25Q: 3 clusters Score -2.792665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 199587 members 
Entering Unmasked Estep 
Score: -27926652.000000 Penalty: 6053.867188
	Iteration 26F: 3 clusters Score -2.792665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4527 members 
Mstep: Class 3 contains 7168 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 161582 members 
Mstep: Class 6 contains 6791 members 
Mstep: Class 7 contains 22298 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291954 members 
Mstep: Class 10 contains 61537 members 
Mstep: Class 11 contains 41721 members 
Mstep: Class 12 contains 27124 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42457 members 
Mstep: Class 18 contains 18686 members 
Mstep: Class 19 contains 14917 members 
Mstep: Class 20 contains 85181 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800464.000000 Penalty: 75362.250000
Iteration 279Q: 23 clusters Score -1.358005e+08 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4541 members 
Mstep: Class 3 contains 7155 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 161369 members 
Mstep: Class 6 contains 6813 members 
Mstep: Class 7 contains 22320 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291973 members 
Mstep: Class 10 contains 61492 members 
Mstep: Class 11 contains 41710 members 
Mstep: Class 12 contains 27121 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42469 members 
Mstep: Class 18 contains 18702 members 
Mstep: Class 19 contains 14899 members 
Mstep: Class 20 contains 85338 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800368.000000 Penalty: 75362.250000
Iteration 280F: 23 clusters Score -1.358004e+08 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 7160 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 161149 members 
Mstep: Class 6 contains 6836 members 
Mstep: Class 7 contains 22319 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291965 members 
Mstep: Class 10 contains 61464 members 
Mstep: Class 11 contains 41695 members 
Mstep: Class 12 contains 27114 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42471 members 
Mstep: Class 18 contains 18711 members 
Mstep: Class 19 contains 14882 members 
Mstep: Class 20 contains 85555 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800048.000000 Penalty: 75362.250000
Iteration 281Q: 23 clusters Score -1.358e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4571 members 
Mstep: Class 3 contains 7174 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 160878 members 
Mstep: Class 6 contains 6848 members 
Mstep: Class 7 contains 22327 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291942 members 
Mstep: Class 10 contains 61430 members 
Mstep: Class 11 contains 41683 members 
Mstep: Class 12 contains 27106 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42474 members 
Mstep: Class 18 contains 18722 members 
Mstep: Class 19 contains 14854 members 
Mstep: Class 20 contains 85828 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 199961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799984.000000 Penalty: 75362.250000
Iteration 282Q: 23 clusters Score -1.358e+08 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4591 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 160509 members 
Mstep: Class 6 contains 6865 members 
Mstep: Class 7 contains 22329 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 291976 members 
Mstep: Class 10 contains 61390 members 
Mstep: Class 11 contains 41667 members 
Mstep: Class 12 contains 27095 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42474 members 
Mstep: Class 18 contains 18725 members 
Mstep: Class 19 contains 14842 members 
Mstep: Class 20 contains 86148 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800016.000000 Penalty: 75362.250000
Iteration 283Q: 23 clusters Score -1.358e+08 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4614 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 160126 members 
Mstep: Class 6 contains 6881 members 
Mstep: Class 7 contains 22332 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 292002 members 
Mstep: Class 10 contains 61350 members 
Mstep: Class 11 contains 41654 members 
Mstep: Class 12 contains 27096 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42476 members 
Mstep: Class 18 contains 18728 members 
Mstep: Class 19 contains 14839 members 
Mstep: Class 20 contains 86461 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800000.000000 Penalty: 75362.250000
Iteration 284Q: 23 clusters Score -1.358e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4636 members 
Mstep: Class 3 contains 7194 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 159721 members 
Mstep: Class 6 contains 6896 members 
Mstep: Class 7 contains 22343 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 292022 members 
Mstep: Class 10 contains 61307 members 
Mstep: Class 11 contains 41646 members 
Mstep: Class 12 contains 27099 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42482 members 
Mstep: Class 18 contains 18725 members 
Mstep: Class 19 contains 14823 members 
Mstep: Class 20 contains 86813 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800224.000000 Penalty: 75362.250000
Iteration 285Q: 23 clusters Score -1.358002e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4659 members 
Mstep: Class 3 contains 7204 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 159258 members 
Mstep: Class 6 contains 6916 members 
Mstep: Class 7 contains 22349 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 292021 members 
Mstep: Class 10 contains 61253 members 
Mstep: Class 11 contains 41646 members 
Mstep: Class 12 contains 27089 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42480 members 
Mstep: Class 18 contains 18733 members 
Mstep: Class 19 contains 14810 members 
Mstep: Class 20 contains 87253 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800256.000000 Penalty: 75362.250000
Iteration 286Q: 23 clusters Score -1.358003e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 7216 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 158745 members 
Mstep: Class 6 contains 6928 members 
Mstep: Class 7 contains 22347 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 292048 members 
Mstep: Class 10 contains 61245 members 
Mstep: Class 11 contains 41637 members 
Mstep: Class 12 contains 27090 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42478 members 
Mstep: Class 18 contains 18744 members 
Mstep: Class 19 contains 14792 members 
Mstep: Class 20 contains 87663 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800112.000000 Penalty: 75362.250000
Iteration 287Q: 23 clusters Score -1.358001e+08 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4712 members 
Mstep: Class 3 contains 7219 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 158325 members 
Mstep: Class 6 contains 6935 members 
Mstep: Class 7 contains 22333 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 292080 members 
Mstep: Class 10 contains 61227 members 
Mstep: Class 11 contains 41632 members 
Mstep: Class 12 contains 27084 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42464 members 
Mstep: Class 18 contains 18757 members 
Mstep: Class 19 contains 14754 members 
Mstep: Class 20 contains 88023 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799984.000000 Penalty: 75362.250000
Iteration 288Q: 23 clusters Score -1.358e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4735 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 157839 members 
Mstep: Class 6 contains 6941 members 
Mstep: Class 7 contains 22307 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 292137 members 
Mstep: Class 10 contains 61194 members 
Mstep: Class 11 contains 41624 members 
Mstep: Class 12 contains 27083 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42454 members 
Mstep: Class 18 contains 18767 members 
Mstep: Class 19 contains 14725 members 
Mstep: Class 20 contains 88442 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799904.000000 Penalty: 75362.250000
Iteration 289Q: 23 clusters Score -1.357999e+08 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4760 members 
Mstep: Class 3 contains 7220 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 157379 members 
Mstep: Class 6 contains 6949 members 
Mstep: Class 7 contains 22284 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 292179 members 
Mstep: Class 10 contains 61144 members 
Mstep: Class 11 contains 41617 members 
Mstep: Class 12 contains 27082 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42456 members 
Mstep: Class 18 contains 18783 members 
Mstep: Class 19 contains 14695 members 
Mstep: Class 20 contains 88847 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799824.000000 Penalty: 75362.250000
Iteration 290Q: 23 clusters Score -1.357998e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4797 members 
Mstep: Class 3 contains 7226 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 156861 members 
Mstep: Class 6 contains 6962 members 
Mstep: Class 7 contains 22263 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 292228 members 
Mstep: Class 10 contains 61116 members 
Mstep: Class 11 contains 41615 members 
Mstep: Class 12 contains 27089 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42463 members 
Mstep: Class 18 contains 18798 members 
Mstep: Class 19 contains 14664 members 
Mstep: Class 20 contains 89267 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799888.000000 Penalty: 75362.250000
Iteration 291Q: 23 clusters Score -1.357999e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4820 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 156312 members 
Mstep: Class 6 contains 6977 members 
Mstep: Class 7 contains 22245 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 292280 members 
Mstep: Class 10 contains 61073 members 
Mstep: Class 11 contains 41613 members 
Mstep: Class 12 contains 27087 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42475 members 
Mstep: Class 18 contains 18812 members 
Mstep: Class 19 contains 14657 members 
Mstep: Class 20 contains 89715 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799952.000000 Penalty: 75362.250000
Iteration 292Q: 23 clusters Score -1.358e+08 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4848 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 155673 members 
Mstep: Class 6 contains 6991 members 
Mstep: Class 7 contains 22235 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 292326 members 
Mstep: Class 10 contains 61039 members 
Mstep: Class 11 contains 41611 members 
Mstep: Class 12 contains 27093 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42479 members 
Mstep: Class 18 contains 18822 members 
Mstep: Class 19 contains 14650 members 
Mstep: Class 20 contains 90230 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799984.000000 Penalty: 75362.250000
Iteration 293Q: 23 clusters Score -1.358e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4866 members 
Mstep: Class 3 contains 7219 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 155026 members 
Mstep: Class 6 contains 7013 members 
Mstep: Class 7 contains 22242 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 292375 members 
Mstep: Class 10 contains 61006 members 
Mstep: Class 11 contains 41618 members 
Mstep: Class 12 contains 27099 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42488 members 
Mstep: Class 18 contains 18836 members 
Mstep: Class 19 contains 14621 members 
Mstep: Class 20 contains 90761 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800416.000000 Penalty: 75362.250000
Iteration 294Q: 23 clusters Score -1.358004e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4887 members 
Mstep: Class 3 contains 7230 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 154387 members 
Mstep: Class 6 contains 7036 members 
Mstep: Class 7 contains 22229 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 292401 members 
Mstep: Class 10 contains 60970 members 
Mstep: Class 11 contains 41620 members 
Mstep: Class 12 contains 27104 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42495 members 
Mstep: Class 18 contains 18846 members 
Mstep: Class 19 contains 14615 members 
Mstep: Class 20 contains 91308 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800384.000000 Penalty: 75362.250000
Iteration 295Q: 23 clusters Score -1.358004e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4904 members 
Mstep: Class 3 contains 7237 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 153703 members 
Mstep: Class 6 contains 7044 members 
Mstep: Class 7 contains 22229 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 292481 members 
Mstep: Class 10 contains 60940 members 
Mstep: Class 11 contains 41616 members 
Mstep: Class 12 contains 27113 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42502 members 
Mstep: Class 18 contains 18854 members 
Mstep: Class 19 contains 14617 members 
Mstep: Class 20 contains 91833 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800240.000000 Penalty: 75362.250000
Iteration 296Q: 23 clusters Score -1.358002e+08 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4916 members 
Mstep: Class 3 contains 7245 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 152929 members 
Mstep: Class 6 contains 7048 members 
Mstep: Class 7 contains 22230 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 292578 members 
Mstep: Class 10 contains 60912 members 
Mstep: Class 11 contains 41615 members 
Mstep: Class 12 contains 27123 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42514 members 
Mstep: Class 18 contains 18849 members 
Mstep: Class 19 contains 14632 members 
Mstep: Class 20 contains 92426 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800400.000000 Penalty: 75362.250000
Iteration 297Q: 23 clusters Score -1.358004e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4923 members 
Mstep: Class 3 contains 7252 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 152116 members 
Mstep: Class 6 contains 7053 members 
Mstep: Class 7 contains 22219 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 292695 members 
Mstep: Class 10 contains 60909 members 
Mstep: Class 11 contains 41612 members 
Mstep: Class 12 contains 27143 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42522 members 
Mstep: Class 18 contains 18850 members 
Mstep: Class 19 contains 14636 members 
Mstep: Class 20 contains 93010 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200864 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 298Q: 23 clusters Score -1.358008e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4941 members 
Mstep: Class 3 contains 7265 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 151306 members 
Mstep: Class 6 contains 7053 members 
Mstep: Class 7 contains 22219 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 292796 members 
Mstep: Class 10 contains 60909 members 
Mstep: Class 11 contains 41607 members 
Mstep: Class 12 contains 27148 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42529 members 
Mstep: Class 18 contains 18848 members 
Mstep: Class 19 contains 14619 members 
Mstep: Class 20 contains 93614 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 200949 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 299Q: 23 clusters Score -1.358004e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4958 members 
Mstep: Class 3 contains 7287 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 150536 members 
Mstep: Class 6 contains 7056 members 
Mstep: Class 7 contains 22204 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 292905 members 
Mstep: Class 10 contains 60910 members 
Mstep: Class 11 contains 41601 members 
Mstep: Class 12 contains 27153 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42535 members 
Mstep: Class 18 contains 18841 members 
Mstep: Class 19 contains 14604 members 
Mstep: Class 20 contains 94205 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800592.000000 Penalty: 75362.250000
Iteration 300F: 23 clusters Score -1.358006e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 7309 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 149745 members 
Mstep: Class 6 contains 7057 members 
Mstep: Class 7 contains 22205 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 292997 members 
Mstep: Class 10 contains 60900 members 
Mstep: Class 11 contains 41603 members 
Mstep: Class 12 contains 27169 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42539 members 
Mstep: Class 18 contains 18843 members 
Mstep: Class 19 contains 14592 members 
Mstep: Class 20 contains 94781 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800640.000000 Penalty: 75362.250000
Iteration 301Q: 23 clusters Score -1.358006e+08 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4986 members 
Mstep: Class 3 contains 7324 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 148908 members 
Mstep: Class 6 contains 7059 members 
Mstep: Class 7 contains 22212 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293073 members 
Mstep: Class 10 contains 60897 members 
Mstep: Class 11 contains 41615 members 
Mstep: Class 12 contains 27184 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42540 members 
Mstep: Class 18 contains 18842 members 
Mstep: Class 19 contains 14584 members 
Mstep: Class 20 contains 95405 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800256.000000 Penalty: 75362.250000
Iteration 302Q: 23 clusters Score -1.358003e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 7347 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 148110 members 
Mstep: Class 6 contains 7062 members 
Mstep: Class 7 contains 22215 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293132 members 
Mstep: Class 10 contains 60871 members 
Mstep: Class 11 contains 41633 members 
Mstep: Class 12 contains 27213 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42538 members 
Mstep: Class 18 contains 18844 members 
Mstep: Class 19 contains 14570 members 
Mstep: Class 20 contains 96013 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800512.000000 Penalty: 75362.250000
Iteration 303Q: 23 clusters Score -1.358005e+08 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5001 members 
Mstep: Class 3 contains 7368 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 147300 members 
Mstep: Class 6 contains 7066 members 
Mstep: Class 7 contains 22238 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293222 members 
Mstep: Class 10 contains 60846 members 
Mstep: Class 11 contains 41635 members 
Mstep: Class 12 contains 27231 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42526 members 
Mstep: Class 18 contains 18846 members 
Mstep: Class 19 contains 14556 members 
Mstep: Class 20 contains 96649 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800912.000000 Penalty: 75362.250000
Iteration 304Q: 23 clusters Score -1.358009e+08 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5010 members 
Mstep: Class 3 contains 7388 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 146539 members 
Mstep: Class 6 contains 7074 members 
Mstep: Class 7 contains 22249 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293262 members 
Mstep: Class 10 contains 60822 members 
Mstep: Class 11 contains 41637 members 
Mstep: Class 12 contains 27244 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42522 members 
Mstep: Class 18 contains 18852 members 
Mstep: Class 19 contains 14541 members 
Mstep: Class 20 contains 97268 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801088.000000 Penalty: 75362.250000
Iteration 305Q: 23 clusters Score -1.358011e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 7401 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 145784 members 
Mstep: Class 6 contains 7080 members 
Mstep: Class 7 contains 22256 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293299 members 
Mstep: Class 10 contains 60820 members 
Mstep: Class 11 contains 41638 members 
Mstep: Class 12 contains 27250 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42523 members 
Mstep: Class 18 contains 18860 members 
Mstep: Class 19 contains 14534 members 
Mstep: Class 20 contains 97887 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801056.000000 Penalty: 75362.250000
Iteration 306Q: 23 clusters Score -1.358011e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5025 members 
Mstep: Class 3 contains 7413 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 145116 members 
Mstep: Class 6 contains 7086 members 
Mstep: Class 7 contains 22265 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293334 members 
Mstep: Class 10 contains 60799 members 
Mstep: Class 11 contains 41642 members 
Mstep: Class 12 contains 27255 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42512 members 
Mstep: Class 18 contains 18853 members 
Mstep: Class 19 contains 14532 members 
Mstep: Class 20 contains 98479 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801152.000000 Penalty: 75362.250000
Iteration 307Q: 23 clusters Score -1.358012e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5022 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 144487 members 
Mstep: Class 6 contains 7087 members 
Mstep: Class 7 contains 22271 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293336 members 
Mstep: Class 10 contains 60782 members 
Mstep: Class 11 contains 41647 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42516 members 
Mstep: Class 18 contains 18846 members 
Mstep: Class 19 contains 14524 members 
Mstep: Class 20 contains 99102 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801104.000000 Penalty: 75362.250000
Iteration 308Q: 23 clusters Score -1.358011e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5026 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 143894 members 
Mstep: Class 6 contains 7091 members 
Mstep: Class 7 contains 22269 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293317 members 
Mstep: Class 10 contains 60764 members 
Mstep: Class 11 contains 41650 members 
Mstep: Class 12 contains 27269 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42509 members 
Mstep: Class 18 contains 18843 members 
Mstep: Class 19 contains 14518 members 
Mstep: Class 20 contains 99691 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801168.000000 Penalty: 75362.250000
Iteration 309Q: 23 clusters Score -1.358012e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5032 members 
Mstep: Class 3 contains 7441 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 143290 members 
Mstep: Class 6 contains 7096 members 
Mstep: Class 7 contains 22271 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293310 members 
Mstep: Class 10 contains 60773 members 
Mstep: Class 11 contains 41651 members 
Mstep: Class 12 contains 27270 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42505 members 
Mstep: Class 18 contains 18834 members 
Mstep: Class 19 contains 14524 members 
Mstep: Class 20 contains 100234 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801296.000000 Penalty: 75362.250000
Iteration 310Q: 23 clusters Score -1.358013e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5036 members 
Mstep: Class 3 contains 7448 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 142703 members 
Mstep: Class 6 contains 7103 members 
Mstep: Class 7 contains 22271 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293297 members 
Mstep: Class 10 contains 60789 members 
Mstep: Class 11 contains 41655 members 
Mstep: Class 12 contains 27269 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42512 members 
Mstep: Class 18 contains 18839 members 
Mstep: Class 19 contains 14516 members 
Mstep: Class 20 contains 100774 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801200.000000 Penalty: 75362.250000
Iteration 311Q: 23 clusters Score -1.358012e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 7456 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 142105 members 
Mstep: Class 6 contains 7108 members 
Mstep: Class 7 contains 22291 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293289 members 
Mstep: Class 10 contains 60799 members 
Mstep: Class 11 contains 41659 members 
Mstep: Class 12 contains 27282 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42513 members 
Mstep: Class 18 contains 18840 members 
Mstep: Class 19 contains 14507 members 
Mstep: Class 20 contains 101317 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801440.000000 Penalty: 75362.250000
Iteration 312Q: 23 clusters Score -1.358014e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5050 members 
Mstep: Class 3 contains 7464 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 141515 members 
Mstep: Class 6 contains 7115 members 
Mstep: Class 7 contains 22297 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293262 members 
Mstep: Class 10 contains 60800 members 
Mstep: Class 11 contains 41664 members 
Mstep: Class 12 contains 27289 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42506 members 
Mstep: Class 18 contains 18845 members 
Mstep: Class 19 contains 14506 members 
Mstep: Class 20 contains 101867 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801440.000000 Penalty: 75362.250000
Iteration 313Q: 23 clusters Score -1.358014e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 3 contains 7470 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 141010 members 
Mstep: Class 6 contains 7122 members 
Mstep: Class 7 contains 22307 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293230 members 
Mstep: Class 10 contains 60818 members 
Mstep: Class 11 contains 41663 members 
Mstep: Class 12 contains 27288 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42500 members 
Mstep: Class 18 contains 18845 members 
Mstep: Class 19 contains 14507 members 
Mstep: Class 20 contains 102341 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801504.000000 Penalty: 75362.250000
Iteration 314Q: 23 clusters Score -1.358015e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5062 members 
Mstep: Class 3 contains 7474 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 140535 members 
Mstep: Class 6 contains 7128 members 
Mstep: Class 7 contains 22304 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293202 members 
Mstep: Class 10 contains 60820 members 
Mstep: Class 11 contains 41669 members 
Mstep: Class 12 contains 27284 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42497 members 
Mstep: Class 18 contains 18845 members 
Mstep: Class 19 contains 14496 members 
Mstep: Class 20 contains 102805 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802032.000000 Penalty: 75362.250000
Iteration 315Q: 23 clusters Score -1.35802e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 7472 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 140093 members 
Mstep: Class 6 contains 7137 members 
Mstep: Class 7 contains 22303 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293180 members 
Mstep: Class 10 contains 60818 members 
Mstep: Class 11 contains 41676 members 
Mstep: Class 12 contains 27284 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42490 members 
Mstep: Class 18 contains 18835 members 
Mstep: Class 19 contains 14493 members 
Mstep: Class 20 contains 103238 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802048.000000 Penalty: 75362.250000
Iteration 316Q: 23 clusters Score -1.35802e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 7470 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 139636 members 
Mstep: Class 6 contains 7146 members 
Mstep: Class 7 contains 22297 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293211 members 
Mstep: Class 10 contains 60820 members 
Mstep: Class 11 contains 41683 members 
Mstep: Class 12 contains 27287 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42493 members 
Mstep: Class 18 contains 18822 members 
Mstep: Class 19 contains 14492 members 
Mstep: Class 20 contains 103636 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802128.000000 Penalty: 75362.250000
Iteration 317Q: 23 clusters Score -1.358021e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 7474 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 139205 members 
Mstep: Class 6 contains 7155 members 
Mstep: Class 7 contains 22280 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293226 members 
Mstep: Class 10 contains 60819 members 
Mstep: Class 11 contains 41689 members 
Mstep: Class 12 contains 27283 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42493 members 
Mstep: Class 18 contains 18815 members 
Mstep: Class 19 contains 14499 members 
Mstep: Class 20 contains 104057 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802240.000000 Penalty: 75362.250000
Iteration 318Q: 23 clusters Score -1.358022e+08 nChanged 910
Entering ConstructFrom: 
Score: -135802240.000000 Penalty: 75362.250000
Entering ConstructFrom: 
Trying to split cluster 1 (3083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Entering Unmasked Estep 
Score: -396300.375000 Penalty: 1992.347168
	Iteration 0F: 2 clusters Score -396300.4 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 1513 members 
Entering Unmasked Estep 
Score: -393020.500000 Penalty: 3984.694336
	Iteration 0F: 3 clusters Score -393020.5 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -393886.093750 Penalty: 3984.694336
	Iteration 1F: 3 clusters Score -393886.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -394430.687500 Penalty: 3984.694336
	Iteration 2F: 3 clusters Score -394430.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -395151.437500 Penalty: 3984.694336
	Iteration 3F: 3 clusters Score -395151.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -395857.843750 Penalty: 3984.694336
	Iteration 4F: 3 clusters Score -395857.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -396212.062500 Penalty: 3984.694336
	Iteration 5F: 3 clusters Score -396212.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -396368.656250 Penalty: 3984.694336
	Iteration 6Q: 3 clusters Score -396368.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -396431.062500 Penalty: 3984.694336
	Iteration 7Q: 3 clusters Score -396431.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -396453.781250 Penalty: 3984.694336
	Iteration 8Q: 3 clusters Score -396453.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -396464.687500 Penalty: 3984.694336
	Iteration 9Q: 3 clusters Score -396464.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -396470.875000 Penalty: 3984.694336
	Iteration 10Q: 3 clusters Score -396470.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -396476.750000 Penalty: 3984.694336
	Iteration 11Q: 3 clusters Score -396476.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -396484.218750 Penalty: 3984.694336
	Iteration 12Q: 3 clusters Score -396484.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -396489.718750 Penalty: 3984.694336
	Iteration 13Q: 3 clusters Score -396489.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -396493.750000 Penalty: 3984.694336
	Iteration 14Q: 3 clusters Score -396493.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -396496.312500 Penalty: 3984.694336
	Iteration 15Q: 3 clusters Score -396496.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -396496.875000 Penalty: 3984.694336
	Iteration 16Q: 3 clusters Score -396496.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -396496.875000 Penalty: 3984.694336
	Iteration 17F: 3 clusters Score -396496.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5078 members 
Mstep: Class 3 contains 7472 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 138845 members 
Mstep: Class 6 contains 7158 members 
Mstep: Class 7 contains 22270 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293232 members 
Mstep: Class 10 contains 60815 members 
Mstep: Class 11 contains 41696 members 
Mstep: Class 12 contains 27286 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42487 members 
Mstep: Class 18 contains 18802 members 
Mstep: Class 19 contains 14505 members 
Mstep: Class 20 contains 104425 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201737 members 
Mstep: Class 23 contains 2544 members 
Entering Unmasked Estep 
Score: -135800864.000000 Penalty: 78787.804688
Splitting cluster 1 changes total score from -135802240.000000 to -135800864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Entering Unmasked Estep 
Score: -660422.812500 Penalty: 2116.102783
	Iteration 0F: 2 clusters Score -660422.8 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 2576 members 
Entering Unmasked Estep 
Score: -655836.937500 Penalty: 4232.205566
	Iteration 0F: 3 clusters Score -655836.9 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -656911.687500 Penalty: 4232.205566
	Iteration 1F: 3 clusters Score -656911.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -657098.187500 Penalty: 4232.205566
	Iteration 2F: 3 clusters Score -657098.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -657217.750000 Penalty: 4232.205566
	Iteration 3Q: 3 clusters Score -657217.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -657311.437500 Penalty: 4232.205566
	Iteration 4Q: 3 clusters Score -657311.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -657402.125000 Penalty: 4232.205566
	Iteration 5Q: 3 clusters Score -657402.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -657467.562500 Penalty: 4232.205566
	Iteration 6Q: 3 clusters Score -657467.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -657521.937500 Penalty: 4232.205566
	Iteration 7Q: 3 clusters Score -657521.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -657566.000000 Penalty: 4232.205566
	Iteration 8Q: 3 clusters Score -657566 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -657604.875000 Penalty: 4232.205566
	Iteration 9Q: 3 clusters Score -657604.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -657652.062500 Penalty: 4232.205566
	Iteration 10Q: 3 clusters Score -657652.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -657707.125000 Penalty: 4232.205566
	Iteration 11Q: 3 clusters Score -657707.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -657765.812500 Penalty: 4232.205566
	Iteration 12Q: 3 clusters Score -657765.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -657833.562500 Penalty: 4232.205566
	Iteration 13Q: 3 clusters Score -657833.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -657894.312500 Penalty: 4232.205566
	Iteration 14Q: 3 clusters Score -657894.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -657952.187500 Penalty: 4232.205566
	Iteration 15Q: 3 clusters Score -657952.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -658006.000000 Penalty: 4232.205566
	Iteration 16Q: 3 clusters Score -658006 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -658073.062500 Penalty: 4232.205566
	Iteration 17Q: 3 clusters Score -658073.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -658130.125000 Penalty: 4232.205566
	Iteration 18Q: 3 clusters Score -658130.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -658180.500000 Penalty: 4232.205566
	Iteration 19Q: 3 clusters Score -658180.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -658224.875000 Penalty: 4232.205566
	Iteration 20F: 3 clusters Score -658224.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -658281.250000 Penalty: 4232.205566
	Iteration 21Q: 3 clusters Score -658281.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -658321.000000 Penalty: 4232.205566
	Iteration 22Q: 3 clusters Score -658321 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -658357.125000 Penalty: 4232.205566
	Iteration 23Q: 3 clusters Score -658357.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -658389.500000 Penalty: 4232.205566
	Iteration 24Q: 3 clusters Score -658389.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -658424.875000 Penalty: 4232.205566
	Iteration 25Q: 3 clusters Score -658424.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -658457.750000 Penalty: 4232.205566
	Iteration 26Q: 3 clusters Score -658457.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -658486.187500 Penalty: 4232.205566
	Iteration 27Q: 3 clusters Score -658486.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -658520.562500 Penalty: 4232.205566
	Iteration 28Q: 3 clusters Score -658520.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -658548.500000 Penalty: 4232.205566
	Iteration 29Q: 3 clusters Score -658548.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -658576.125000 Penalty: 4232.205566
	Iteration 30Q: 3 clusters Score -658576.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -658596.625000 Penalty: 4232.205566
	Iteration 31Q: 3 clusters Score -658596.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -658619.437500 Penalty: 4232.205566
	Iteration 32Q: 3 clusters Score -658619.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -658638.312500 Penalty: 4232.205566
	Iteration 33Q: 3 clusters Score -658638.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -658655.812500 Penalty: 4232.205566
	Iteration 34Q: 3 clusters Score -658655.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -658680.812500 Penalty: 4232.205566
	Iteration 35Q: 3 clusters Score -658680.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -658701.000000 Penalty: 4232.205566
	Iteration 36Q: 3 clusters Score -658701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -658716.687500 Penalty: 4232.205566
	Iteration 37Q: 3 clusters Score -658716.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -658731.375000 Penalty: 4232.205566
	Iteration 38Q: 3 clusters Score -658731.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -658744.812500 Penalty: 4232.205566
	Iteration 39Q: 3 clusters Score -658744.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -658758.625000 Penalty: 4232.205566
	Iteration 40F: 3 clusters Score -658758.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -658775.625000 Penalty: 4232.205566
	Iteration 41Q: 3 clusters Score -658775.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -658792.750000 Penalty: 4232.205566
	Iteration 42Q: 3 clusters Score -658792.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -658805.000000 Penalty: 4232.205566
	Iteration 43Q: 3 clusters Score -658805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -658823.875000 Penalty: 4232.205566
	Iteration 44Q: 3 clusters Score -658823.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -658850.312500 Penalty: 4232.205566
	Iteration 45Q: 3 clusters Score -658850.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -658872.937500 Penalty: 4232.205566
	Iteration 46Q: 3 clusters Score -658872.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -658897.437500 Penalty: 4232.205566
	Iteration 47Q: 3 clusters Score -658897.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -658926.250000 Penalty: 4232.205566
	Iteration 48Q: 3 clusters Score -658926.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -658948.250000 Penalty: 4232.205566
	Iteration 49Q: 3 clusters Score -658948.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -658967.250000 Penalty: 4232.205566
	Iteration 50Q: 3 clusters Score -658967.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -658993.500000 Penalty: 4232.205566
	Iteration 51Q: 3 clusters Score -658993.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -659017.875000 Penalty: 4232.205566
	Iteration 52Q: 3 clusters Score -659017.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -659033.687500 Penalty: 4232.205566
	Iteration 53Q: 3 clusters Score -659033.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -659047.250000 Penalty: 4232.205566
	Iteration 54Q: 3 clusters Score -659047.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -659059.437500 Penalty: 4232.205566
	Iteration 55Q: 3 clusters Score -659059.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -659065.062500 Penalty: 4232.205566
	Iteration 56Q: 3 clusters Score -659065.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -659072.500000 Penalty: 4232.205566
	Iteration 57Q: 3 clusters Score -659072.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -659085.062500 Penalty: 4232.205566
	Iteration 58Q: 3 clusters Score -659085.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -659096.000000 Penalty: 4232.205566
	Iteration 59Q: 3 clusters Score -659096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -659105.250000 Penalty: 4232.205566
	Iteration 60F: 3 clusters Score -659105.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -659110.750000 Penalty: 4232.205566
	Iteration 61Q: 3 clusters Score -659110.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -659116.375000 Penalty: 4232.205566
	Iteration 62Q: 3 clusters Score -659116.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -659120.375000 Penalty: 4232.205566
	Iteration 63Q: 3 clusters Score -659120.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -659120.187500 Penalty: 4232.205566
	Iteration 64Q: 3 clusters Score -659120.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -659121.437500 Penalty: 4232.205566
	Iteration 65Q: 3 clusters Score -659121.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -659122.687500 Penalty: 4232.205566
	Iteration 66Q: 3 clusters Score -659122.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -659123.437500 Penalty: 4232.205566
	Iteration 67Q: 3 clusters Score -659123.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -659125.187500 Penalty: 4232.205566
	Iteration 68Q: 3 clusters Score -659125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -659125.875000 Penalty: 4232.205566
	Iteration 69Q: 3 clusters Score -659125.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -659128.437500 Penalty: 4232.205566
	Iteration 70Q: 3 clusters Score -659128.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -659128.000000 Penalty: 4232.205566
	Iteration 71Q: 3 clusters Score -659128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -659128.312500 Penalty: 4232.205566
	Iteration 72Q: 3 clusters Score -659128.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -659128.937500 Penalty: 4232.205566
	Iteration 73Q: 3 clusters Score -659128.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -659129.500000 Penalty: 4232.205566
	Iteration 74Q: 3 clusters Score -659129.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -659129.500000 Penalty: 4232.205566
	Iteration 75F: 3 clusters Score -659129.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Entering Unmasked Estep 
Score: -1012295.375000 Penalty: 2211.891602
	Iteration 0F: 2 clusters Score -1012295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1006187.812500 Penalty: 4423.783203
	Iteration 0F: 3 clusters Score -1006188 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1007786.750000 Penalty: 4423.783203
	Iteration 1F: 3 clusters Score -1007787 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1008081.875000 Penalty: 4423.783203
	Iteration 2F: 3 clusters Score -1008082 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1008340.187500 Penalty: 4423.783203
	Iteration 3F: 3 clusters Score -1008340 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1008553.000000 Penalty: 4423.783203
	Iteration 4Q: 3 clusters Score -1008553 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1008714.750000 Penalty: 4423.783203
	Iteration 5Q: 3 clusters Score -1008715 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1008867.937500 Penalty: 4423.783203
	Iteration 6Q: 3 clusters Score -1008868 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1009016.750000 Penalty: 4423.783203
	Iteration 7Q: 3 clusters Score -1009017 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1009162.562500 Penalty: 4423.783203
	Iteration 8Q: 3 clusters Score -1009163 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1009332.312500 Penalty: 4423.783203
	Iteration 9Q: 3 clusters Score -1009332 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1009479.812500 Penalty: 4423.783203
	Iteration 10Q: 3 clusters Score -1009480 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1009623.562500 Penalty: 4423.783203
	Iteration 11Q: 3 clusters Score -1009624 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1009746.625000 Penalty: 4423.783203
	Iteration 12Q: 3 clusters Score -1009747 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1009872.375000 Penalty: 4423.783203
	Iteration 13Q: 3 clusters Score -1009872 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1009967.750000 Penalty: 4423.783203
	Iteration 14Q: 3 clusters Score -1009968 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1010034.375000 Penalty: 4423.783203
	Iteration 15Q: 3 clusters Score -1010034 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1010103.437500 Penalty: 4423.783203
	Iteration 16Q: 3 clusters Score -1010103 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1010170.125000 Penalty: 4423.783203
	Iteration 17Q: 3 clusters Score -1010170 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1010234.687500 Penalty: 4423.783203
	Iteration 18Q: 3 clusters Score -1010235 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1010279.562500 Penalty: 4423.783203
	Iteration 19Q: 3 clusters Score -1010280 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1010316.562500 Penalty: 4423.783203
	Iteration 20F: 3 clusters Score -1010317 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1010339.812500 Penalty: 4423.783203
	Iteration 21Q: 3 clusters Score -1010340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1010360.062500 Penalty: 4423.783203
	Iteration 22Q: 3 clusters Score -1010360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1010380.187500 Penalty: 4423.783203
	Iteration 23Q: 3 clusters Score -1010380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1010393.125000 Penalty: 4423.783203
	Iteration 24Q: 3 clusters Score -1010393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1010406.937500 Penalty: 4423.783203
	Iteration 25Q: 3 clusters Score -1010407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1010417.000000 Penalty: 4423.783203
	Iteration 26Q: 3 clusters Score -1010417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1010421.750000 Penalty: 4423.783203
	Iteration 27Q: 3 clusters Score -1010422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1010425.125000 Penalty: 4423.783203
	Iteration 28Q: 3 clusters Score -1010425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1010428.250000 Penalty: 4423.783203
	Iteration 29Q: 3 clusters Score -1010428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1010433.812500 Penalty: 4423.783203
	Iteration 30Q: 3 clusters Score -1010434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1010438.062500 Penalty: 4423.783203
	Iteration 31Q: 3 clusters Score -1010438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1010441.375000 Penalty: 4423.783203
	Iteration 32Q: 3 clusters Score -1010441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1010443.187500 Penalty: 4423.783203
	Iteration 33Q: 3 clusters Score -1010443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1010446.750000 Penalty: 4423.783203
	Iteration 34Q: 3 clusters Score -1010447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1010446.187500 Penalty: 4423.783203
	Iteration 35Q: 3 clusters Score -1010446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1010447.562500 Penalty: 4423.783203
	Iteration 36Q: 3 clusters Score -1010448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1010452.250000 Penalty: 4423.783203
	Iteration 37Q: 3 clusters Score -1010452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1010455.875000 Penalty: 4423.783203
	Iteration 38Q: 3 clusters Score -1010456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1010459.875000 Penalty: 4423.783203
	Iteration 39Q: 3 clusters Score -1010460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1010465.062500 Penalty: 4423.783203
	Iteration 40F: 3 clusters Score -1010465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1010466.125000 Penalty: 4423.783203
	Iteration 41Q: 3 clusters Score -1010466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1010467.812500 Penalty: 4423.783203
	Iteration 42Q: 3 clusters Score -1010468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1010469.375000 Penalty: 4423.783203
	Iteration 43Q: 3 clusters Score -1010469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1010469.375000 Penalty: 4423.783203
	Iteration 44F: 3 clusters Score -1010469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -58891.609375 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -58891.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57416.867188 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -57416.87 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -57582.773438 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -57582.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57633.898438 Penalty: 3045.382812
	Iteration 2Q: 3 clusters Score -57633.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -57666.441406 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -57666.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -57685.484375 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -57685.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -57691.742188 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -57691.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57698.632812 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -57698.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -57702.882812 Penalty: 3045.382812
	Iteration 7Q: 3 clusters Score -57702.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -57702.882812 Penalty: 3045.382812
	Iteration 8F: 3 clusters Score -57702.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (138845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138845 members 
Entering Unmasked Estep 
Score: -19441352.000000 Penalty: 2936.595947
	Iteration 0F: 2 clusters Score -1.944135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69322 members 
Mstep: Class 2 contains 69523 members 
Entering Unmasked Estep 
Score: -19349720.000000 Penalty: 5873.191895
	Iteration 0F: 3 clusters Score -1.934972e+07 nChanged 66360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67730 members 
Mstep: Class 2 contains 71115 members 
Entering Unmasked Estep 
Score: -19388446.000000 Penalty: 5873.191895
	Iteration 1F: 3 clusters Score -1.938845e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66981 members 
Mstep: Class 2 contains 71864 members 
Entering Unmasked Estep 
Score: -19389298.000000 Penalty: 5873.191895
	Iteration 2Q: 3 clusters Score -1.93893e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65828 members 
Mstep: Class 2 contains 73017 members 
Entering Unmasked Estep 
Score: -19390312.000000 Penalty: 5873.191895
	Iteration 3Q: 3 clusters Score -1.939031e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64215 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
Score: -19391768.000000 Penalty: 5873.191895
	Iteration 4Q: 3 clusters Score -1.939177e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61854 members 
Mstep: Class 2 contains 76991 members 
Entering Unmasked Estep 
Score: -19394184.000000 Penalty: 5873.191895
	Iteration 5Q: 3 clusters Score -1.939418e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 80179 members 
Entering Unmasked Estep 
Score: -19397806.000000 Penalty: 5873.191895
	Iteration 6Q: 3 clusters Score -1.939781e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 83999 members 
Entering Unmasked Estep 
Score: -19403280.000000 Penalty: 5873.191895
	Iteration 7F: 3 clusters Score -1.940328e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 88098 members 
Entering Unmasked Estep 
Score: -19410042.000000 Penalty: 5873.191895
	Iteration 8F: 3 clusters Score -1.941004e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 91677 members 
Entering Unmasked Estep 
Score: -19416080.000000 Penalty: 5873.191895
	Iteration 9F: 3 clusters Score -1.941608e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 94285 members 
Entering Unmasked Estep 
Score: -19420184.000000 Penalty: 5873.191895
	Iteration 10F: 3 clusters Score -1.942018e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 96231 members 
Entering Unmasked Estep 
Score: -19422274.000000 Penalty: 5873.191895
	Iteration 11Q: 3 clusters Score -1.942227e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 97957 members 
Entering Unmasked Estep 
Score: -19423352.000000 Penalty: 5873.191895
	Iteration 12Q: 3 clusters Score -1.942335e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 99778 members 
Entering Unmasked Estep 
Score: -19424160.000000 Penalty: 5873.191895
	Iteration 13Q: 3 clusters Score -1.942416e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 101647 members 
Entering Unmasked Estep 
Score: -19424916.000000 Penalty: 5873.191895
	Iteration 14Q: 3 clusters Score -1.942492e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 103462 members 
Entering Unmasked Estep 
Score: -19425574.000000 Penalty: 5873.191895
	Iteration 15Q: 3 clusters Score -1.942557e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 105407 members 
Entering Unmasked Estep 
Score: -19426284.000000 Penalty: 5873.191895
	Iteration 16Q: 3 clusters Score -1.942628e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 107386 members 
Entering Unmasked Estep 
Score: -19427050.000000 Penalty: 5873.191895
	Iteration 17Q: 3 clusters Score -1.942705e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 109405 members 
Entering Unmasked Estep 
Score: -19427854.000000 Penalty: 5873.191895
	Iteration 18Q: 3 clusters Score -1.942785e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 111452 members 
Entering Unmasked Estep 
Score: -19428594.000000 Penalty: 5873.191895
	Iteration 19Q: 3 clusters Score -1.942859e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 113455 members 
Entering Unmasked Estep 
Score: -19429240.000000 Penalty: 5873.191895
	Iteration 20F: 3 clusters Score -1.942924e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 115288 members 
Entering Unmasked Estep 
Score: -19429802.000000 Penalty: 5873.191895
	Iteration 21Q: 3 clusters Score -1.94298e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 117012 members 
Entering Unmasked Estep 
Score: -19430372.000000 Penalty: 5873.191895
	Iteration 22Q: 3 clusters Score -1.943037e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 118716 members 
Entering Unmasked Estep 
Score: -19430940.000000 Penalty: 5873.191895
	Iteration 23Q: 3 clusters Score -1.943094e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 120382 members 
Entering Unmasked Estep 
Score: -19431612.000000 Penalty: 5873.191895
	Iteration 24Q: 3 clusters Score -1.943161e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 121993 members 
Entering Unmasked Estep 
Score: -19432242.000000 Penalty: 5873.191895
	Iteration 25Q: 3 clusters Score -1.943224e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 123547 members 
Entering Unmasked Estep 
Score: -19432848.000000 Penalty: 5873.191895
	Iteration 26Q: 3 clusters Score -1.943285e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 124985 members 
Entering Unmasked Estep 
Score: -19433416.000000 Penalty: 5873.191895
	Iteration 27Q: 3 clusters Score -1.943342e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 126424 members 
Entering Unmasked Estep 
Score: -19434074.000000 Penalty: 5873.191895
	Iteration 28Q: 3 clusters Score -1.943407e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 127810 members 
Entering Unmasked Estep 
Score: -19434732.000000 Penalty: 5873.191895
	Iteration 29Q: 3 clusters Score -1.943473e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 129056 members 
Entering Unmasked Estep 
Score: -19435254.000000 Penalty: 5873.191895
	Iteration 30Q: 3 clusters Score -1.943525e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 130210 members 
Entering Unmasked Estep 
Score: -19435694.000000 Penalty: 5873.191895
	Iteration 31Q: 3 clusters Score -1.943569e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 131217 members 
Entering Unmasked Estep 
Score: -19436136.000000 Penalty: 5873.191895
	Iteration 32Q: 3 clusters Score -1.943614e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 132111 members 
Entering Unmasked Estep 
Score: -19436544.000000 Penalty: 5873.191895
	Iteration 33Q: 3 clusters Score -1.943654e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 132909 members 
Entering Unmasked Estep 
Score: -19436884.000000 Penalty: 5873.191895
	Iteration 34Q: 3 clusters Score -1.943688e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 133634 members 
Entering Unmasked Estep 
Score: -19437106.000000 Penalty: 5873.191895
	Iteration 35Q: 3 clusters Score -1.943711e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 134232 members 
Entering Unmasked Estep 
Score: -19437378.000000 Penalty: 5873.191895
	Iteration 36Q: 3 clusters Score -1.943738e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 134720 members 
Entering Unmasked Estep 
Score: -19437536.000000 Penalty: 5873.191895
	Iteration 37Q: 3 clusters Score -1.943754e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 135124 members 
Entering Unmasked Estep 
Score: -19437692.000000 Penalty: 5873.191895
	Iteration 38Q: 3 clusters Score -1.943769e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 135454 members 
Entering Unmasked Estep 
Score: -19437834.000000 Penalty: 5873.191895
	Iteration 39Q: 3 clusters Score -1.943783e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 135744 members 
Entering Unmasked Estep 
Score: -19437956.000000 Penalty: 5873.191895
	Iteration 40F: 3 clusters Score -1.943796e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 135968 members 
Entering Unmasked Estep 
Score: -19438064.000000 Penalty: 5873.191895
	Iteration 41Q: 3 clusters Score -1.943806e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 136177 members 
Entering Unmasked Estep 
Score: -19438212.000000 Penalty: 5873.191895
	Iteration 42Q: 3 clusters Score -1.943821e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 136363 members 
Entering Unmasked Estep 
Score: -19438350.000000 Penalty: 5873.191895
	Iteration 43Q: 3 clusters Score -1.943835e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 136509 members 
Entering Unmasked Estep 
Score: -19438406.000000 Penalty: 5873.191895
	Iteration 44Q: 3 clusters Score -1.943841e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 136631 members 
Entering Unmasked Estep 
Score: -19438510.000000 Penalty: 5873.191895
	Iteration 45Q: 3 clusters Score -1.943851e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 136739 members 
Entering Unmasked Estep 
Score: -19438578.000000 Penalty: 5873.191895
	Iteration 46Q: 3 clusters Score -1.943858e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 136832 members 
Entering Unmasked Estep 
Score: -19438606.000000 Penalty: 5873.191895
	Iteration 47Q: 3 clusters Score -1.943861e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 136913 members 
Entering Unmasked Estep 
Score: -19438648.000000 Penalty: 5873.191895
	Iteration 48Q: 3 clusters Score -1.943865e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 136991 members 
Entering Unmasked Estep 
Score: -19438622.000000 Penalty: 5873.191895
	Iteration 49Q: 3 clusters Score -1.943862e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 137041 members 
Entering Unmasked Estep 
Score: -19438640.000000 Penalty: 5873.191895
	Iteration 50Q: 3 clusters Score -1.943864e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 137082 members 
Entering Unmasked Estep 
Score: -19438664.000000 Penalty: 5873.191895
	Iteration 51Q: 3 clusters Score -1.943866e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 137130 members 
Entering Unmasked Estep 
Score: -19438702.000000 Penalty: 5873.191895
	Iteration 52Q: 3 clusters Score -1.94387e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 137157 members 
Entering Unmasked Estep 
Score: -19438732.000000 Penalty: 5873.191895
	Iteration 53Q: 3 clusters Score -1.943873e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 137184 members 
Entering Unmasked Estep 
Score: -19438754.000000 Penalty: 5873.191895
	Iteration 54Q: 3 clusters Score -1.943875e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 137218 members 
Entering Unmasked Estep 
Score: -19438752.000000 Penalty: 5873.191895
	Iteration 55Q: 3 clusters Score -1.943875e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 137242 members 
Entering Unmasked Estep 
Score: -19438762.000000 Penalty: 5873.191895
	Iteration 56Q: 3 clusters Score -1.943876e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 137254 members 
Entering Unmasked Estep 
Score: -19438756.000000 Penalty: 5873.191895
	Iteration 57Q: 3 clusters Score -1.943876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 137262 members 
Entering Unmasked Estep 
Score: -19438754.000000 Penalty: 5873.191895
	Iteration 58Q: 3 clusters Score -1.943875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 137262 members 
Entering Unmasked Estep 
Score: -19438758.000000 Penalty: 5873.191895
	Iteration 59Q: 3 clusters Score -1.943876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 137264 members 
Entering Unmasked Estep 
Score: -19438758.000000 Penalty: 5873.191895
	Iteration 60F: 3 clusters Score -1.943876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 137269 members 
Entering Unmasked Estep 
Score: -19438776.000000 Penalty: 5873.191895
	Iteration 61Q: 3 clusters Score -1.943878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 137274 members 
Entering Unmasked Estep 
Score: -19438770.000000 Penalty: 5873.191895
	Iteration 62Q: 3 clusters Score -1.943877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 137279 members 
Entering Unmasked Estep 
Score: -19438772.000000 Penalty: 5873.191895
	Iteration 63Q: 3 clusters Score -1.943877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 137282 members 
Entering Unmasked Estep 
Score: -19438770.000000 Penalty: 5873.191895
	Iteration 64Q: 3 clusters Score -1.943877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 137289 members 
Entering Unmasked Estep 
Score: -19438784.000000 Penalty: 5873.191895
	Iteration 65Q: 3 clusters Score -1.943878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 137291 members 
Entering Unmasked Estep 
Score: -19438776.000000 Penalty: 5873.191895
	Iteration 66Q: 3 clusters Score -1.943878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 137297 members 
Entering Unmasked Estep 
Score: -19438772.000000 Penalty: 5873.191895
	Iteration 67Q: 3 clusters Score -1.943877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 137303 members 
Entering Unmasked Estep 
Score: -19438772.000000 Penalty: 5873.191895
	Iteration 68Q: 3 clusters Score -1.943877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 137309 members 
Entering Unmasked Estep 
Score: -19438770.000000 Penalty: 5873.191895
	Iteration 69Q: 3 clusters Score -1.943877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 137312 members 
Entering Unmasked Estep 
Score: -19438768.000000 Penalty: 5873.191895
	Iteration 70Q: 3 clusters Score -1.943877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 137316 members 
Entering Unmasked Estep 
Score: -19438786.000000 Penalty: 5873.191895
	Iteration 71Q: 3 clusters Score -1.943879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 137318 members 
Entering Unmasked Estep 
Score: -19438786.000000 Penalty: 5873.191895
	Iteration 72Q: 3 clusters Score -1.943879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 137321 members 
Entering Unmasked Estep 
Score: -19438784.000000 Penalty: 5873.191895
	Iteration 73Q: 3 clusters Score -1.943878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 137322 members 
Entering Unmasked Estep 
Score: -19438776.000000 Penalty: 5873.191895
	Iteration 74Q: 3 clusters Score -1.943878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 137325 members 
Entering Unmasked Estep 
Score: -19438776.000000 Penalty: 5873.191895
	Iteration 75Q: 3 clusters Score -1.943878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 137330 members 
Entering Unmasked Estep 
Score: -19438778.000000 Penalty: 5873.191895
	Iteration 76Q: 3 clusters Score -1.943878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 137332 members 
Entering Unmasked Estep 
Score: -19438790.000000 Penalty: 5873.191895
	Iteration 77Q: 3 clusters Score -1.943879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 137336 members 
Entering Unmasked Estep 
Score: -19438794.000000 Penalty: 5873.191895
	Iteration 78Q: 3 clusters Score -1.943879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 137340 members 
Entering Unmasked Estep 
Score: -19438798.000000 Penalty: 5873.191895
	Iteration 79Q: 3 clusters Score -1.94388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 137340 members 
Entering Unmasked Estep 
Score: -19438798.000000 Penalty: 5873.191895
	Iteration 80F: 3 clusters Score -1.94388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Entering Unmasked Estep 
Score: -1024515.562500 Penalty: 2201.244629
	Iteration 0F: 2 clusters Score -1024516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1018587.812500 Penalty: 4402.489258
	Iteration 0F: 3 clusters Score -1018588 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1020074.750000 Penalty: 4402.489258
	Iteration 1F: 3 clusters Score -1020075 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1020318.375000 Penalty: 4402.489258
	Iteration 2F: 3 clusters Score -1020318 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1020480.750000 Penalty: 4402.489258
	Iteration 3Q: 3 clusters Score -1020481 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1020618.375000 Penalty: 4402.489258
	Iteration 4Q: 3 clusters Score -1020618 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1020754.375000 Penalty: 4402.489258
	Iteration 5Q: 3 clusters Score -1020754 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1020867.687500 Penalty: 4402.489258
	Iteration 6Q: 3 clusters Score -1020868 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1021003.875000 Penalty: 4402.489258
	Iteration 7Q: 3 clusters Score -1021004 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1021149.562500 Penalty: 4402.489258
	Iteration 8Q: 3 clusters Score -1021150 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1021320.875000 Penalty: 4402.489258
	Iteration 9Q: 3 clusters Score -1021321 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1021493.437500 Penalty: 4402.489258
	Iteration 10Q: 3 clusters Score -1021493 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1021675.625000 Penalty: 4402.489258
	Iteration 11Q: 3 clusters Score -1021676 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1021857.562500 Penalty: 4402.489258
	Iteration 12Q: 3 clusters Score -1021858 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1022015.625000 Penalty: 4402.489258
	Iteration 13Q: 3 clusters Score -1022016 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1022149.750000 Penalty: 4402.489258
	Iteration 14Q: 3 clusters Score -1022150 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1022270.187500 Penalty: 4402.489258
	Iteration 15Q: 3 clusters Score -1022270 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1022341.562500 Penalty: 4402.489258
	Iteration 16Q: 3 clusters Score -1022342 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1022404.500000 Penalty: 4402.489258
	Iteration 17Q: 3 clusters Score -1022404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1022446.187500 Penalty: 4402.489258
	Iteration 18Q: 3 clusters Score -1022446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1022481.062500 Penalty: 4402.489258
	Iteration 19Q: 3 clusters Score -1022481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1022508.562500 Penalty: 4402.489258
	Iteration 20F: 3 clusters Score -1022509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1022526.000000 Penalty: 4402.489258
	Iteration 21Q: 3 clusters Score -1022526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1022541.562500 Penalty: 4402.489258
	Iteration 22Q: 3 clusters Score -1022542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1022560.375000 Penalty: 4402.489258
	Iteration 23Q: 3 clusters Score -1022560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1022569.562500 Penalty: 4402.489258
	Iteration 24Q: 3 clusters Score -1022570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1022572.875000 Penalty: 4402.489258
	Iteration 25Q: 3 clusters Score -1022573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1022577.625000 Penalty: 4402.489258
	Iteration 26Q: 3 clusters Score -1022578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1022580.250000 Penalty: 4402.489258
	Iteration 27Q: 3 clusters Score -1022580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1022589.000000 Penalty: 4402.489258
	Iteration 28Q: 3 clusters Score -1022589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1022597.625000 Penalty: 4402.489258
	Iteration 29Q: 3 clusters Score -1022598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1022606.812500 Penalty: 4402.489258
	Iteration 30Q: 3 clusters Score -1022607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1022615.875000 Penalty: 4402.489258
	Iteration 31Q: 3 clusters Score -1022616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1022626.250000 Penalty: 4402.489258
	Iteration 32Q: 3 clusters Score -1022626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1022631.187500 Penalty: 4402.489258
	Iteration 33Q: 3 clusters Score -1022631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1022638.562500 Penalty: 4402.489258
	Iteration 34Q: 3 clusters Score -1022639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1022646.687500 Penalty: 4402.489258
	Iteration 35Q: 3 clusters Score -1022647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1022655.937500 Penalty: 4402.489258
	Iteration 36Q: 3 clusters Score -1022656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1022657.375000 Penalty: 4402.489258
	Iteration 37Q: 3 clusters Score -1022657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1022657.375000 Penalty: 4402.489258
	Iteration 38F: 3 clusters Score -1022657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Entering Unmasked Estep 
Score: -3114392.250000 Penalty: 2482.727051
	Iteration 0F: 2 clusters Score -3114392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -3098856.000000 Penalty: 4965.454102
	Iteration 0F: 3 clusters Score -3098856 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -3104156.500000 Penalty: 4965.454102
	Iteration 1F: 3 clusters Score -3104156 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3104653.500000 Penalty: 4965.454102
	Iteration 2F: 3 clusters Score -3104654 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3105160.250000 Penalty: 4965.454102
	Iteration 3Q: 3 clusters Score -3105160 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -3105716.500000 Penalty: 4965.454102
	Iteration 4F: 3 clusters Score -3105716 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3106465.750000 Penalty: 4965.454102
	Iteration 5F: 3 clusters Score -3106466 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3107521.250000 Penalty: 4965.454102
	Iteration 6F: 3 clusters Score -3107521 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3108753.250000 Penalty: 4965.454102
	Iteration 7F: 3 clusters Score -3108753 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3109913.000000 Penalty: 4965.454102
	Iteration 8F: 3 clusters Score -3109913 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -3110740.250000 Penalty: 4965.454102
	Iteration 9Q: 3 clusters Score -3110740 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3111288.500000 Penalty: 4965.454102
	Iteration 10Q: 3 clusters Score -3111288 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -3111646.500000 Penalty: 4965.454102
	Iteration 11Q: 3 clusters Score -3111646 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -3111886.000000 Penalty: 4965.454102
	Iteration 12Q: 3 clusters Score -3111886 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -3112050.500000 Penalty: 4965.454102
	Iteration 13Q: 3 clusters Score -3112050 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3112164.250000 Penalty: 4965.454102
	Iteration 14Q: 3 clusters Score -3112164 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -3112244.500000 Penalty: 4965.454102
	Iteration 15Q: 3 clusters Score -3112244 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3112296.500000 Penalty: 4965.454102
	Iteration 16Q: 3 clusters Score -3112296 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3112345.750000 Penalty: 4965.454102
	Iteration 17Q: 3 clusters Score -3112346 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3112389.750000 Penalty: 4965.454102
	Iteration 18Q: 3 clusters Score -3112390 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -3112395.750000 Penalty: 4965.454102
	Iteration 19Q: 3 clusters Score -3112396 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -3112426.500000 Penalty: 4965.454102
	Iteration 20F: 3 clusters Score -3112426 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -3112453.750000 Penalty: 4965.454102
	Iteration 21Q: 3 clusters Score -3112454 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -3112473.250000 Penalty: 4965.454102
	Iteration 22Q: 3 clusters Score -3112473 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -3112486.750000 Penalty: 4965.454102
	Iteration 23Q: 3 clusters Score -3112487 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -3112507.000000 Penalty: 4965.454102
	Iteration 24Q: 3 clusters Score -3112507 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -3112512.000000 Penalty: 4965.454102
	Iteration 25Q: 3 clusters Score -3112512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -3112519.250000 Penalty: 4965.454102
	Iteration 26Q: 3 clusters Score -3112519 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -3112532.750000 Penalty: 4965.454102
	Iteration 27Q: 3 clusters Score -3112533 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3112546.500000 Penalty: 4965.454102
	Iteration 28Q: 3 clusters Score -3112546 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -3112559.000000 Penalty: 4965.454102
	Iteration 29Q: 3 clusters Score -3112559 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3112569.500000 Penalty: 4965.454102
	Iteration 30Q: 3 clusters Score -3112570 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -3112571.000000 Penalty: 4965.454102
	Iteration 31Q: 3 clusters Score -3112571 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -3112580.750000 Penalty: 4965.454102
	Iteration 32Q: 3 clusters Score -3112581 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -3112600.250000 Penalty: 4965.454102
	Iteration 33Q: 3 clusters Score -3112600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -3112597.750000 Penalty: 4965.454102
	Iteration 34Q: 3 clusters Score -3112598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -3112602.750000 Penalty: 4965.454102
	Iteration 35Q: 3 clusters Score -3112603 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -3112608.750000 Penalty: 4965.454102
	Iteration 36Q: 3 clusters Score -3112609 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -3112614.500000 Penalty: 4965.454102
	Iteration 37Q: 3 clusters Score -3112614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -3112628.500000 Penalty: 4965.454102
	Iteration 38Q: 3 clusters Score -3112628 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -3112637.000000 Penalty: 4965.454102
	Iteration 39Q: 3 clusters Score -3112637 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -3112655.750000 Penalty: 4965.454102
	Iteration 40F: 3 clusters Score -3112656 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -3112656.750000 Penalty: 4965.454102
	Iteration 41Q: 3 clusters Score -3112657 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3112671.750000 Penalty: 4965.454102
	Iteration 42Q: 3 clusters Score -3112672 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -3112682.250000 Penalty: 4965.454102
	Iteration 43Q: 3 clusters Score -3112682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3112691.500000 Penalty: 4965.454102
	Iteration 44Q: 3 clusters Score -3112692 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3112702.500000 Penalty: 4965.454102
	Iteration 45Q: 3 clusters Score -3112702 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -3112708.000000 Penalty: 4965.454102
	Iteration 46Q: 3 clusters Score -3112708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3112718.250000 Penalty: 4965.454102
	Iteration 47Q: 3 clusters Score -3112718 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -3112740.250000 Penalty: 4965.454102
	Iteration 48Q: 3 clusters Score -3112740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3112751.000000 Penalty: 4965.454102
	Iteration 49Q: 3 clusters Score -3112751 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3112754.000000 Penalty: 4965.454102
	Iteration 50Q: 3 clusters Score -3112754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3112768.000000 Penalty: 4965.454102
	Iteration 51Q: 3 clusters Score -3112768 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3112775.000000 Penalty: 4965.454102
	Iteration 52Q: 3 clusters Score -3112775 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -3112779.500000 Penalty: 4965.454102
	Iteration 53Q: 3 clusters Score -3112780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3112788.000000 Penalty: 4965.454102
	Iteration 54Q: 3 clusters Score -3112788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -3112793.250000 Penalty: 4965.454102
	Iteration 55Q: 3 clusters Score -3112793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3112796.250000 Penalty: 4965.454102
	Iteration 56Q: 3 clusters Score -3112796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3112800.000000 Penalty: 4965.454102
	Iteration 57Q: 3 clusters Score -3112800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -3112803.500000 Penalty: 4965.454102
	Iteration 58Q: 3 clusters Score -3112804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -3112805.500000 Penalty: 4965.454102
	Iteration 59Q: 3 clusters Score -3112806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -3112805.000000 Penalty: 4965.454102
	Iteration 60F: 3 clusters Score -3112805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -3112800.750000 Penalty: 4965.454102
	Iteration 61Q: 3 clusters Score -3112801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -3112798.000000 Penalty: 4965.454102
	Iteration 62Q: 3 clusters Score -3112798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -3112805.000000 Penalty: 4965.454102
	Iteration 63Q: 3 clusters Score -3112805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3112805.000000 Penalty: 4965.454102
	Iteration 64Q: 3 clusters Score -3112805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -3112813.750000 Penalty: 4965.454102
	Iteration 65Q: 3 clusters Score -3112814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -3112822.250000 Penalty: 4965.454102
	Iteration 66Q: 3 clusters Score -3112822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3112816.750000 Penalty: 4965.454102
	Iteration 67Q: 3 clusters Score -3112817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -3112824.750000 Penalty: 4965.454102
	Iteration 68Q: 3 clusters Score -3112825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -3112827.500000 Penalty: 4965.454102
	Iteration 69Q: 3 clusters Score -3112828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3112824.250000 Penalty: 4965.454102
	Iteration 70Q: 3 clusters Score -3112824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3112829.000000 Penalty: 4965.454102
	Iteration 71Q: 3 clusters Score -3112829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3112826.750000 Penalty: 4965.454102
	Iteration 72Q: 3 clusters Score -3112827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3112827.500000 Penalty: 4965.454102
	Iteration 73Q: 3 clusters Score -3112828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3112829.250000 Penalty: 4965.454102
	Iteration 74Q: 3 clusters Score -3112829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3112829.750000 Penalty: 4965.454102
	Iteration 75Q: 3 clusters Score -3112830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3112828.750000 Penalty: 4965.454102
	Iteration 76Q: 3 clusters Score -3112829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -3112832.000000 Penalty: 4965.454102
	Iteration 77Q: 3 clusters Score -3112832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -3112832.000000 Penalty: 4965.454102
	Iteration 78Q: 3 clusters Score -3112832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3112829.250000 Penalty: 4965.454102
	Iteration 79Q: 3 clusters Score -3112829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3112831.250000 Penalty: 4965.454102
	Iteration 80F: 3 clusters Score -3112831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3112830.750000 Penalty: 4965.454102
	Iteration 81Q: 3 clusters Score -3112831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -3112831.000000 Penalty: 4965.454102
	Iteration 82Q: 3 clusters Score -3112831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3112828.250000 Penalty: 4965.454102
	Iteration 83Q: 3 clusters Score -3112828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3112827.750000 Penalty: 4965.454102
	Iteration 84Q: 3 clusters Score -3112828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -3112823.250000 Penalty: 4965.454102
	Iteration 85Q: 3 clusters Score -3112823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -3112826.000000 Penalty: 4965.454102
	Iteration 86Q: 3 clusters Score -3112826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3112828.750000 Penalty: 4965.454102
	Iteration 87Q: 3 clusters Score -3112829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -3112828.500000 Penalty: 4965.454102
	Iteration 88Q: 3 clusters Score -3112828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -3112829.250000 Penalty: 4965.454102
	Iteration 89Q: 3 clusters Score -3112829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3112829.500000 Penalty: 4965.454102
	Iteration 90Q: 3 clusters Score -3112830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -3112829.500000 Penalty: 4965.454102
	Iteration 91Q: 3 clusters Score -3112830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3112831.000000 Penalty: 4965.454102
	Iteration 92Q: 3 clusters Score -3112831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -3112837.250000 Penalty: 4965.454102
	Iteration 93Q: 3 clusters Score -3112837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -3112839.250000 Penalty: 4965.454102
	Iteration 94Q: 3 clusters Score -3112839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3112834.500000 Penalty: 4965.454102
	Iteration 95Q: 3 clusters Score -3112834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3112835.250000 Penalty: 4965.454102
	Iteration 96Q: 3 clusters Score -3112835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3112835.000000 Penalty: 4965.454102
	Iteration 97Q: 3 clusters Score -3112835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -3112833.250000 Penalty: 4965.454102
	Iteration 98Q: 3 clusters Score -3112833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -3112834.250000 Penalty: 4965.454102
	Iteration 99Q: 3 clusters Score -3112834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -3112833.750000 Penalty: 4965.454102
	Iteration 100F: 3 clusters Score -3112834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3112833.750000 Penalty: 4965.454102
	Iteration 101Q: 3 clusters Score -3112834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3112833.750000 Penalty: 4965.454102
	Iteration 102F: 3 clusters Score -3112834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -125901.078125 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -125901.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -123990.781250 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -123990.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -124327.242188 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -124327.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -124638.210938 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -124638.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -124953.039062 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -124953 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -125338.265625 Penalty: 3419.756348
	Iteration 4F: 3 clusters Score -125338.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -125502.421875 Penalty: 3419.756348
	Iteration 5F: 3 clusters Score -125502.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -125587.773438 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -125587.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -125631.781250 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -125631.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -125655.421875 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -125655.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -125663.281250 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -125663.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -125667.367188 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -125667.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -125670.117188 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -125670.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -125671.757812 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -125671.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -125671.757812 Penalty: 3419.756348
	Iteration 13F: 3 clusters Score -125671.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (293232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293232 members 
Entering Unmasked Estep 
Score: -40183036.000000 Penalty: 3122.002441
	Iteration 0F: 2 clusters Score -4.018304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146282 members 
Mstep: Class 2 contains 146950 members 
Entering Unmasked Estep 
Score: -40008252.000000 Penalty: 6244.004883
	Iteration 0F: 3 clusters Score -4.000825e+07 nChanged 142356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138252 members 
Mstep: Class 2 contains 154980 members 
Entering Unmasked Estep 
Score: -40092448.000000 Penalty: 6244.004883
	Iteration 1F: 3 clusters Score -4.009245e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133587 members 
Mstep: Class 2 contains 159645 members 
Entering Unmasked Estep 
Score: -40095044.000000 Penalty: 6244.004883
	Iteration 2Q: 3 clusters Score -4.009504e+07 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126383 members 
Mstep: Class 2 contains 166849 members 
Entering Unmasked Estep 
Score: -40098508.000000 Penalty: 6244.004883
	Iteration 3Q: 3 clusters Score -4.009851e+07 nChanged 13022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115707 members 
Mstep: Class 2 contains 177525 members 
Entering Unmasked Estep 
Score: -40104264.000000 Penalty: 6244.004883
	Iteration 4Q: 3 clusters Score -4.010426e+07 nChanged 16458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100735 members 
Mstep: Class 2 contains 192497 members 
Entering Unmasked Estep 
Score: -40114096.000000 Penalty: 6244.004883
	Iteration 5F: 3 clusters Score -4.01141e+07 nChanged 20164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81361 members 
Mstep: Class 2 contains 211871 members 
Entering Unmasked Estep 
Score: -40128464.000000 Penalty: 6244.004883
	Iteration 6F: 3 clusters Score -4.012846e+07 nChanged 22106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 233669 members 
Entering Unmasked Estep 
Score: -40144916.000000 Penalty: 6244.004883
	Iteration 7F: 3 clusters Score -4.014492e+07 nChanged 19733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 253164 members 
Entering Unmasked Estep 
Score: -40156876.000000 Penalty: 6244.004883
	Iteration 8F: 3 clusters Score -4.015688e+07 nChanged 13654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 266490 members 
Entering Unmasked Estep 
Score: -40164900.000000 Penalty: 6244.004883
	Iteration 9Q: 3 clusters Score -4.01649e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 274579 members 
Entering Unmasked Estep 
Score: -40169508.000000 Penalty: 6244.004883
	Iteration 10Q: 3 clusters Score -4.016951e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 279500 members 
Entering Unmasked Estep 
Score: -40172516.000000 Penalty: 6244.004883
	Iteration 11Q: 3 clusters Score -4.017252e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 282804 members 
Entering Unmasked Estep 
Score: -40174412.000000 Penalty: 6244.004883
	Iteration 12Q: 3 clusters Score -4.017441e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 285123 members 
Entering Unmasked Estep 
Score: -40175840.000000 Penalty: 6244.004883
	Iteration 13Q: 3 clusters Score -4.017584e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 286876 members 
Entering Unmasked Estep 
Score: -40176644.000000 Penalty: 6244.004883
	Iteration 14Q: 3 clusters Score -4.017664e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 288264 members 
Entering Unmasked Estep 
Score: -40177212.000000 Penalty: 6244.004883
	Iteration 15Q: 3 clusters Score -4.017721e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 289372 members 
Entering Unmasked Estep 
Score: -40177832.000000 Penalty: 6244.004883
	Iteration 16Q: 3 clusters Score -4.017783e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 290198 members 
Entering Unmasked Estep 
Score: -40178476.000000 Penalty: 6244.004883
	Iteration 17Q: 3 clusters Score -4.017848e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 290814 members 
Entering Unmasked Estep 
Score: -40178960.000000 Penalty: 6244.004883
	Iteration 18Q: 3 clusters Score -4.017896e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 291257 members 
Entering Unmasked Estep 
Score: -40179228.000000 Penalty: 6244.004883
	Iteration 19Q: 3 clusters Score -4.017923e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 291576 members 
Entering Unmasked Estep 
Score: -40179408.000000 Penalty: 6244.004883
	Iteration 20F: 3 clusters Score -4.017941e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 291792 members 
Entering Unmasked Estep 
Score: -40179604.000000 Penalty: 6244.004883
	Iteration 21Q: 3 clusters Score -4.01796e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 291933 members 
Entering Unmasked Estep 
Score: -40179736.000000 Penalty: 6244.004883
	Iteration 22Q: 3 clusters Score -4.017974e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 292044 members 
Entering Unmasked Estep 
Score: -40179840.000000 Penalty: 6244.004883
	Iteration 23Q: 3 clusters Score -4.017984e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 292117 members 
Entering Unmasked Estep 
Score: -40179884.000000 Penalty: 6244.004883
	Iteration 24Q: 3 clusters Score -4.017988e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 292192 members 
Entering Unmasked Estep 
Score: -40179940.000000 Penalty: 6244.004883
	Iteration 25Q: 3 clusters Score -4.017994e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 292255 members 
Entering Unmasked Estep 
Score: -40180028.000000 Penalty: 6244.004883
	Iteration 26Q: 3 clusters Score -4.018003e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 292294 members 
Entering Unmasked Estep 
Score: -40180016.000000 Penalty: 6244.004883
	Iteration 27Q: 3 clusters Score -4.018002e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 292326 members 
Entering Unmasked Estep 
Score: -40180096.000000 Penalty: 6244.004883
	Iteration 28Q: 3 clusters Score -4.01801e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 292352 members 
Entering Unmasked Estep 
Score: -40180088.000000 Penalty: 6244.004883
	Iteration 29Q: 3 clusters Score -4.018009e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 292385 members 
Entering Unmasked Estep 
Score: -40180160.000000 Penalty: 6244.004883
	Iteration 30Q: 3 clusters Score -4.018016e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 292407 members 
Entering Unmasked Estep 
Score: -40180172.000000 Penalty: 6244.004883
	Iteration 31Q: 3 clusters Score -4.018017e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 292425 members 
Entering Unmasked Estep 
Score: -40180184.000000 Penalty: 6244.004883
	Iteration 32Q: 3 clusters Score -4.018018e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 292437 members 
Entering Unmasked Estep 
Score: -40180224.000000 Penalty: 6244.004883
	Iteration 33Q: 3 clusters Score -4.018022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 292450 members 
Entering Unmasked Estep 
Score: -40180252.000000 Penalty: 6244.004883
	Iteration 34Q: 3 clusters Score -4.018025e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 292460 members 
Entering Unmasked Estep 
Score: -40180228.000000 Penalty: 6244.004883
	Iteration 35Q: 3 clusters Score -4.018023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 292472 members 
Entering Unmasked Estep 
Score: -40180228.000000 Penalty: 6244.004883
	Iteration 36Q: 3 clusters Score -4.018023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 292486 members 
Entering Unmasked Estep 
Score: -40180244.000000 Penalty: 6244.004883
	Iteration 37Q: 3 clusters Score -4.018024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 292494 members 
Entering Unmasked Estep 
Score: -40180280.000000 Penalty: 6244.004883
	Iteration 38Q: 3 clusters Score -4.018028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 292505 members 
Entering Unmasked Estep 
Score: -40180284.000000 Penalty: 6244.004883
	Iteration 39Q: 3 clusters Score -4.018028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 292511 members 
Entering Unmasked Estep 
Score: -40180320.000000 Penalty: 6244.004883
	Iteration 40F: 3 clusters Score -4.018032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 292516 members 
Entering Unmasked Estep 
Score: -40180300.000000 Penalty: 6244.004883
	Iteration 41Q: 3 clusters Score -4.01803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 292517 members 
Entering Unmasked Estep 
Score: -40180296.000000 Penalty: 6244.004883
	Iteration 42Q: 3 clusters Score -4.01803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 292517 members 
Entering Unmasked Estep 
Score: -40180296.000000 Penalty: 6244.004883
	Iteration 43F: 3 clusters Score -4.01803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (60815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Entering Unmasked Estep 
Score: -8510761.000000 Penalty: 2731.866699
	Iteration 0F: 2 clusters Score -8510761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -8470010.000000 Penalty: 5463.733398
	Iteration 0F: 3 clusters Score -8470010 nChanged 28287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -8485747.000000 Penalty: 5463.733398
	Iteration 1F: 3 clusters Score -8485747 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -8486425.000000 Penalty: 5463.733398
	Iteration 2Q: 3 clusters Score -8486425 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -8487138.000000 Penalty: 5463.733398
	Iteration 3Q: 3 clusters Score -8487138 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -8488137.000000 Penalty: 5463.733398
	Iteration 4Q: 3 clusters Score -8488137 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -8489461.000000 Penalty: 5463.733398
	Iteration 5Q: 3 clusters Score -8489461 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -8491439.000000 Penalty: 5463.733398
	Iteration 6F: 3 clusters Score -8491439 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -8494053.000000 Penalty: 5463.733398
	Iteration 7F: 3 clusters Score -8494053 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -8497359.000000 Penalty: 5463.733398
	Iteration 8F: 3 clusters Score -8497359 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -8500514.000000 Penalty: 5463.733398
	Iteration 9F: 3 clusters Score -8500514 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -8502736.000000 Penalty: 5463.733398
	Iteration 10Q: 3 clusters Score -8502736 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -8504121.000000 Penalty: 5463.733398
	Iteration 11Q: 3 clusters Score -8504121 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -8504895.000000 Penalty: 5463.733398
	Iteration 12Q: 3 clusters Score -8504895 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -8505450.000000 Penalty: 5463.733398
	Iteration 13Q: 3 clusters Score -8505450 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -8505851.000000 Penalty: 5463.733398
	Iteration 14Q: 3 clusters Score -8505851 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -8506209.000000 Penalty: 5463.733398
	Iteration 15Q: 3 clusters Score -8506209 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -8506590.000000 Penalty: 5463.733398
	Iteration 16Q: 3 clusters Score -8506590 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -8506930.000000 Penalty: 5463.733398
	Iteration 17Q: 3 clusters Score -8506930 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -8507266.000000 Penalty: 5463.733398
	Iteration 18Q: 3 clusters Score -8507266 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -8507525.000000 Penalty: 5463.733398
	Iteration 19Q: 3 clusters Score -8507525 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56435 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -8507793.000000 Penalty: 5463.733398
	Iteration 20F: 3 clusters Score -8507793 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -8507941.000000 Penalty: 5463.733398
	Iteration 21Q: 3 clusters Score -8507941 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -8508087.000000 Penalty: 5463.733398
	Iteration 22Q: 3 clusters Score -8508087 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -8508230.000000 Penalty: 5463.733398
	Iteration 23Q: 3 clusters Score -8508230 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -8508307.000000 Penalty: 5463.733398
	Iteration 24Q: 3 clusters Score -8508307 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -8508420.000000 Penalty: 5463.733398
	Iteration 25Q: 3 clusters Score -8508420 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -8508462.000000 Penalty: 5463.733398
	Iteration 26Q: 3 clusters Score -8508462 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -8508538.000000 Penalty: 5463.733398
	Iteration 27Q: 3 clusters Score -8508538 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -8508564.000000 Penalty: 5463.733398
	Iteration 28Q: 3 clusters Score -8508564 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8508597.000000 Penalty: 5463.733398
	Iteration 29Q: 3 clusters Score -8508597 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -8508605.000000 Penalty: 5463.733398
	Iteration 30Q: 3 clusters Score -8508605 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58716 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8508632.000000 Penalty: 5463.733398
	Iteration 31Q: 3 clusters Score -8508632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -8508639.000000 Penalty: 5463.733398
	Iteration 32Q: 3 clusters Score -8508639 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58831 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8508660.000000 Penalty: 5463.733398
	Iteration 33Q: 3 clusters Score -8508660 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -8508664.000000 Penalty: 5463.733398
	Iteration 34Q: 3 clusters Score -8508664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8508678.000000 Penalty: 5463.733398
	Iteration 35Q: 3 clusters Score -8508678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8508678.000000 Penalty: 5463.733398
	Iteration 36Q: 3 clusters Score -8508678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8508685.000000 Penalty: 5463.733398
	Iteration 37Q: 3 clusters Score -8508685 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8508695.000000 Penalty: 5463.733398
	Iteration 38Q: 3 clusters Score -8508695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59052 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8508695.000000 Penalty: 5463.733398
	Iteration 39Q: 3 clusters Score -8508695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59077 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8508705.000000 Penalty: 5463.733398
	Iteration 40F: 3 clusters Score -8508705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8508703.000000 Penalty: 5463.733398
	Iteration 41Q: 3 clusters Score -8508703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8508717.000000 Penalty: 5463.733398
	Iteration 42Q: 3 clusters Score -8508717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8508718.000000 Penalty: 5463.733398
	Iteration 43Q: 3 clusters Score -8508718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59162 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8508739.000000 Penalty: 5463.733398
	Iteration 44Q: 3 clusters Score -8508739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -8508744.000000 Penalty: 5463.733398
	Iteration 45Q: 3 clusters Score -8508744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8508750.000000 Penalty: 5463.733398
	Iteration 46Q: 3 clusters Score -8508750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8508752.000000 Penalty: 5463.733398
	Iteration 47Q: 3 clusters Score -8508752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8508748.000000 Penalty: 5463.733398
	Iteration 48Q: 3 clusters Score -8508748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8508743.000000 Penalty: 5463.733398
	Iteration 49Q: 3 clusters Score -8508743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -8508756.000000 Penalty: 5463.733398
	Iteration 50Q: 3 clusters Score -8508756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8508746.000000 Penalty: 5463.733398
	Iteration 51Q: 3 clusters Score -8508746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -8508753.000000 Penalty: 5463.733398
	Iteration 52Q: 3 clusters Score -8508753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8508755.000000 Penalty: 5463.733398
	Iteration 53Q: 3 clusters Score -8508755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8508748.000000 Penalty: 5463.733398
	Iteration 54Q: 3 clusters Score -8508748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59271 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8508757.000000 Penalty: 5463.733398
	Iteration 55Q: 3 clusters Score -8508757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8508758.000000 Penalty: 5463.733398
	Iteration 56Q: 3 clusters Score -8508758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -8508764.000000 Penalty: 5463.733398
	Iteration 57Q: 3 clusters Score -8508764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8508767.000000 Penalty: 5463.733398
	Iteration 58Q: 3 clusters Score -8508767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8508768.000000 Penalty: 5463.733398
	Iteration 59Q: 3 clusters Score -8508768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8508761.000000 Penalty: 5463.733398
	Iteration 60F: 3 clusters Score -8508761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Entering Unmasked Estep 
Score: -5635527.500000 Penalty: 2638.263916
	Iteration 0F: 2 clusters Score -5635528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -5607162.500000 Penalty: 5276.527832
	Iteration 0F: 3 clusters Score -5607162 nChanged 19233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -5617579.500000 Penalty: 5276.527832
	Iteration 1F: 3 clusters Score -5617580 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -5618054.000000 Penalty: 5276.527832
	Iteration 2Q: 3 clusters Score -5618054 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -5618437.000000 Penalty: 5276.527832
	Iteration 3Q: 3 clusters Score -5618437 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -5618767.500000 Penalty: 5276.527832
	Iteration 4Q: 3 clusters Score -5618768 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -5619116.500000 Penalty: 5276.527832
	Iteration 5Q: 3 clusters Score -5619116 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -5619571.000000 Penalty: 5276.527832
	Iteration 6Q: 3 clusters Score -5619571 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -5620245.500000 Penalty: 5276.527832
	Iteration 7Q: 3 clusters Score -5620246 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -5621336.500000 Penalty: 5276.527832
	Iteration 8F: 3 clusters Score -5621336 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -5622907.500000 Penalty: 5276.527832
	Iteration 9F: 3 clusters Score -5622908 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -5625079.500000 Penalty: 5276.527832
	Iteration 10F: 3 clusters Score -5625080 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -5627643.000000 Penalty: 5276.527832
	Iteration 11F: 3 clusters Score -5627643 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -5629913.000000 Penalty: 5276.527832
	Iteration 12F: 3 clusters Score -5629913 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5631450.500000 Penalty: 5276.527832
	Iteration 13Q: 3 clusters Score -5631450 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5632352.000000 Penalty: 5276.527832
	Iteration 14Q: 3 clusters Score -5632352 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5632760.500000 Penalty: 5276.527832
	Iteration 15Q: 3 clusters Score -5632760 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5632997.000000 Penalty: 5276.527832
	Iteration 16Q: 3 clusters Score -5632997 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5633116.000000 Penalty: 5276.527832
	Iteration 17Q: 3 clusters Score -5633116 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5633197.000000 Penalty: 5276.527832
	Iteration 18Q: 3 clusters Score -5633197 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5633246.000000 Penalty: 5276.527832
	Iteration 19Q: 3 clusters Score -5633246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5633275.000000 Penalty: 5276.527832
	Iteration 20F: 3 clusters Score -5633275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5633300.500000 Penalty: 5276.527832
	Iteration 21Q: 3 clusters Score -5633300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5633312.500000 Penalty: 5276.527832
	Iteration 22Q: 3 clusters Score -5633312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5633326.000000 Penalty: 5276.527832
	Iteration 23Q: 3 clusters Score -5633326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5633333.500000 Penalty: 5276.527832
	Iteration 24Q: 3 clusters Score -5633334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5633335.000000 Penalty: 5276.527832
	Iteration 25Q: 3 clusters Score -5633335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5633334.500000 Penalty: 5276.527832
	Iteration 26Q: 3 clusters Score -5633334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5633334.500000 Penalty: 5276.527832
	Iteration 27F: 3 clusters Score -5633334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Entering Unmasked Estep 
Score: -3820062.750000 Penalty: 2533.104004
	Iteration 0F: 2 clusters Score -3820063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3801280.500000 Penalty: 5066.208008
	Iteration 0F: 3 clusters Score -3801280 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3807637.250000 Penalty: 5066.208008
	Iteration 1F: 3 clusters Score -3807637 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -3807969.250000 Penalty: 5066.208008
	Iteration 2Q: 3 clusters Score -3807969 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3808289.750000 Penalty: 5066.208008
	Iteration 3Q: 3 clusters Score -3808290 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3808567.750000 Penalty: 5066.208008
	Iteration 4Q: 3 clusters Score -3808568 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -3808840.500000 Penalty: 5066.208008
	Iteration 5Q: 3 clusters Score -3808840 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3809091.250000 Penalty: 5066.208008
	Iteration 6Q: 3 clusters Score -3809091 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3809376.000000 Penalty: 5066.208008
	Iteration 7Q: 3 clusters Score -3809376 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3809812.000000 Penalty: 5066.208008
	Iteration 8Q: 3 clusters Score -3809812 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -3810388.500000 Penalty: 5066.208008
	Iteration 9Q: 3 clusters Score -3810388 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -3811235.750000 Penalty: 5066.208008
	Iteration 10F: 3 clusters Score -3811236 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -3812436.000000 Penalty: 5066.208008
	Iteration 11F: 3 clusters Score -3812436 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3813882.250000 Penalty: 5066.208008
	Iteration 12F: 3 clusters Score -3813882 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3815342.250000 Penalty: 5066.208008
	Iteration 13F: 3 clusters Score -3815342 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -3816580.000000 Penalty: 5066.208008
	Iteration 14Q: 3 clusters Score -3816580 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3817382.750000 Penalty: 5066.208008
	Iteration 15Q: 3 clusters Score -3817383 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3817809.250000 Penalty: 5066.208008
	Iteration 16Q: 3 clusters Score -3817809 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -3818055.000000 Penalty: 5066.208008
	Iteration 17Q: 3 clusters Score -3818055 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3818186.000000 Penalty: 5066.208008
	Iteration 18Q: 3 clusters Score -3818186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3818247.000000 Penalty: 5066.208008
	Iteration 19Q: 3 clusters Score -3818247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -3818264.000000 Penalty: 5066.208008
	Iteration 20F: 3 clusters Score -3818264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -3818283.750000 Penalty: 5066.208008
	Iteration 21Q: 3 clusters Score -3818284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -3818297.750000 Penalty: 5066.208008
	Iteration 22Q: 3 clusters Score -3818298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -3818303.250000 Penalty: 5066.208008
	Iteration 23Q: 3 clusters Score -3818303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3818305.000000 Penalty: 5066.208008
	Iteration 24Q: 3 clusters Score -3818305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -3818305.000000 Penalty: 5066.208008
	Iteration 25Q: 3 clusters Score -3818305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -3818305.500000 Penalty: 5066.208008
	Iteration 26Q: 3 clusters Score -3818306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -3818307.250000 Penalty: 5066.208008
	Iteration 27Q: 3 clusters Score -3818307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -3818308.000000 Penalty: 5066.208008
	Iteration 28Q: 3 clusters Score -3818308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3818307.250000 Penalty: 5066.208008
	Iteration 29Q: 3 clusters Score -3818307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -3818308.000000 Penalty: 5066.208008
	Iteration 30Q: 3 clusters Score -3818308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -3818308.000000 Penalty: 5066.208008
	Iteration 31F: 3 clusters Score -3818308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -76194.367188 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -76194.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74640.453125 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -74640.45 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74984.179688 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -74984.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75066.984375 Penalty: 3190.738281
	Iteration 2F: 3 clusters Score -75066.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75105.218750 Penalty: 3190.738281
	Iteration 3Q: 3 clusters Score -75105.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75121.109375 Penalty: 3190.738281
	Iteration 4Q: 3 clusters Score -75121.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75133.515625 Penalty: 3190.738281
	Iteration 5Q: 3 clusters Score -75133.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75150.406250 Penalty: 3190.738281
	Iteration 6Q: 3 clusters Score -75150.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75157.609375 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -75157.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75169.148438 Penalty: 3190.738281
	Iteration 8Q: 3 clusters Score -75169.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75177.968750 Penalty: 3190.738281
	Iteration 9Q: 3 clusters Score -75177.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75183.578125 Penalty: 3190.738281
	Iteration 10Q: 3 clusters Score -75183.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -75189.023438 Penalty: 3190.738281
	Iteration 11Q: 3 clusters Score -75189.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -75200.531250 Penalty: 3190.738281
	Iteration 12Q: 3 clusters Score -75200.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75213.039062 Penalty: 3190.738281
	Iteration 13Q: 3 clusters Score -75213.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75237.023438 Penalty: 3190.738281
	Iteration 14Q: 3 clusters Score -75237.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -75265.820312 Penalty: 3190.738281
	Iteration 15Q: 3 clusters Score -75265.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -75297.773438 Penalty: 3190.738281
	Iteration 16Q: 3 clusters Score -75297.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -75376.929688 Penalty: 3190.738281
	Iteration 17Q: 3 clusters Score -75376.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75532.070312 Penalty: 3190.738281
	Iteration 18Q: 3 clusters Score -75532.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -75860.773438 Penalty: 3190.738281
	Iteration 19Q: 3 clusters Score -75860.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -76244.710938 Penalty: 3190.738281
	Iteration 20F: 3 clusters Score -76244.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -76346.437500 Penalty: 3190.738281
	Iteration 21F: 3 clusters Score -76346.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -76398.140625 Penalty: 3190.738281
	Iteration 22Q: 3 clusters Score -76398.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -76433.109375 Penalty: 3190.738281
	Iteration 23Q: 3 clusters Score -76433.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -76452.492188 Penalty: 3190.738281
	Iteration 24Q: 3 clusters Score -76452.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -76461.265625 Penalty: 3190.738281
	Iteration 25Q: 3 clusters Score -76461.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -76471.710938 Penalty: 3190.738281
	Iteration 26Q: 3 clusters Score -76471.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -76475.937500 Penalty: 3190.738281
	Iteration 27Q: 3 clusters Score -76475.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -76481.070312 Penalty: 3190.738281
	Iteration 28Q: 3 clusters Score -76481.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -76486.562500 Penalty: 3190.738281
	Iteration 29Q: 3 clusters Score -76486.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -76489.835938 Penalty: 3190.738281
	Iteration 30F: 3 clusters Score -76489.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -76528.054688 Penalty: 3190.738281
	Iteration 31Q: 3 clusters Score -76528.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -76657.632812 Penalty: 3190.738281
	Iteration 32Q: 3 clusters Score -76657.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -76711.625000 Penalty: 3190.738281
	Iteration 33Q: 3 clusters Score -76711.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -76721.898438 Penalty: 3190.738281
	Iteration 34Q: 3 clusters Score -76721.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -76725.257812 Penalty: 3190.738281
	Iteration 35Q: 3 clusters Score -76725.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -76725.257812 Penalty: 3190.738281
	Iteration 36F: 3 clusters Score -76725.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5078 members 
Mstep: Class 3 contains 7472 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 138845 members 
Mstep: Class 6 contains 7158 members 
Mstep: Class 7 contains 22270 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293232 members 
Mstep: Class 10 contains 60815 members 
Mstep: Class 11 contains 41696 members 
Mstep: Class 12 contains 27286 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42487 members 
Mstep: Class 18 contains 18802 members 
Mstep: Class 19 contains 14505 members 
Mstep: Class 20 contains 104425 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201737 members 
Mstep: Class 23 contains 155 members 
Entering Unmasked Estep 
Score: -135801040.000000 Penalty: 78787.804688
Splitting cluster 13 changes total score from -135802240.000000 to -135801040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -35061.003906 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -35061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33856.296875 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -33856.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34003.808594 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -34003.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34064.093750 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -34064.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34154.843750 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -34154.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34181.234375 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -34181.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34215.480469 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -34215.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34236.257812 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -34236.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34254.566406 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -34254.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34264.355469 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -34264.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34271.425781 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -34271.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34275.222656 Penalty: 2832.371582
	Iteration 10Q: 3 clusters Score -34275.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34275.222656 Penalty: 2832.371582
	Iteration 11F: 3 clusters Score -34275.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Entering Unmasked Estep 
Score: -576354.312500 Penalty: 2079.544678
	Iteration 0F: 2 clusters Score -576354.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -572226.562500 Penalty: 4159.089355
	Iteration 0F: 3 clusters Score -572226.6 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -573204.750000 Penalty: 4159.089355
	Iteration 1F: 3 clusters Score -573204.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -573428.000000 Penalty: 4159.089355
	Iteration 2F: 3 clusters Score -573428 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -573618.750000 Penalty: 4159.089355
	Iteration 3F: 3 clusters Score -573618.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -573819.812500 Penalty: 4159.089355
	Iteration 4Q: 3 clusters Score -573819.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -574049.812500 Penalty: 4159.089355
	Iteration 5F: 3 clusters Score -574049.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -574228.187500 Penalty: 4159.089355
	Iteration 6F: 3 clusters Score -574228.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -574386.750000 Penalty: 4159.089355
	Iteration 7Q: 3 clusters Score -574386.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -574524.625000 Penalty: 4159.089355
	Iteration 8Q: 3 clusters Score -574524.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -574638.562500 Penalty: 4159.089355
	Iteration 9Q: 3 clusters Score -574638.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -574731.500000 Penalty: 4159.089355
	Iteration 10Q: 3 clusters Score -574731.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -574817.812500 Penalty: 4159.089355
	Iteration 11Q: 3 clusters Score -574817.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -574889.250000 Penalty: 4159.089355
	Iteration 12Q: 3 clusters Score -574889.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -574967.875000 Penalty: 4159.089355
	Iteration 13Q: 3 clusters Score -574967.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -575020.000000 Penalty: 4159.089355
	Iteration 14Q: 3 clusters Score -575020 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -575053.625000 Penalty: 4159.089355
	Iteration 15Q: 3 clusters Score -575053.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -575074.000000 Penalty: 4159.089355
	Iteration 16Q: 3 clusters Score -575074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -575097.062500 Penalty: 4159.089355
	Iteration 17Q: 3 clusters Score -575097.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -575116.437500 Penalty: 4159.089355
	Iteration 18Q: 3 clusters Score -575116.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -575135.500000 Penalty: 4159.089355
	Iteration 19Q: 3 clusters Score -575135.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -575144.937500 Penalty: 4159.089355
	Iteration 20F: 3 clusters Score -575144.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -575156.625000 Penalty: 4159.089355
	Iteration 21Q: 3 clusters Score -575156.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -575163.937500 Penalty: 4159.089355
	Iteration 22Q: 3 clusters Score -575163.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -575168.750000 Penalty: 4159.089355
	Iteration 23Q: 3 clusters Score -575168.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -575174.625000 Penalty: 4159.089355
	Iteration 24Q: 3 clusters Score -575174.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -575177.687500 Penalty: 4159.089355
	Iteration 25Q: 3 clusters Score -575177.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -575178.750000 Penalty: 4159.089355
	Iteration 26Q: 3 clusters Score -575178.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -575183.625000 Penalty: 4159.089355
	Iteration 27Q: 3 clusters Score -575183.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -575187.625000 Penalty: 4159.089355
	Iteration 28Q: 3 clusters Score -575187.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -575190.062500 Penalty: 4159.089355
	Iteration 29Q: 3 clusters Score -575190.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -575193.500000 Penalty: 4159.089355
	Iteration 30Q: 3 clusters Score -575193.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -575198.062500 Penalty: 4159.089355
	Iteration 31Q: 3 clusters Score -575198.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -575200.687500 Penalty: 4159.089355
	Iteration 32Q: 3 clusters Score -575200.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -575205.312500 Penalty: 4159.089355
	Iteration 33Q: 3 clusters Score -575205.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -575208.687500 Penalty: 4159.089355
	Iteration 34Q: 3 clusters Score -575208.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -575212.000000 Penalty: 4159.089355
	Iteration 35Q: 3 clusters Score -575212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -575215.437500 Penalty: 4159.089355
	Iteration 36Q: 3 clusters Score -575215.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -575216.062500 Penalty: 4159.089355
	Iteration 37Q: 3 clusters Score -575216.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -575216.500000 Penalty: 4159.089355
	Iteration 38Q: 3 clusters Score -575216.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -575216.875000 Penalty: 4159.089355
	Iteration 39Q: 3 clusters Score -575216.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -575216.875000 Penalty: 4159.089355
	Iteration 40F: 3 clusters Score -575216.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -145806.171875 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -145806.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -143799.750000 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -143799.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -144208.703125 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -144208.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -144569.343750 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -144569.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -144803.015625 Penalty: 3483.342529
	Iteration 3F: 3 clusters Score -144803 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -144952.546875 Penalty: 3483.342529
	Iteration 4F: 3 clusters Score -144952.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -145037.109375 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -145037.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -145103.171875 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -145103.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -145147.468750 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -145147.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -145190.468750 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -145190.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -145204.921875 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -145204.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -145221.265625 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -145221.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -145229.390625 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -145229.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -145234.265625 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -145234.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -145236.750000 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -145236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -145244.218750 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -145244.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -145244.218750 Penalty: 3483.342529
	Iteration 15F: 3 clusters Score -145244.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Entering Unmasked Estep 
Score: -5750100.500000 Penalty: 2642.924561
	Iteration 0F: 2 clusters Score -5750100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -5721128.000000 Penalty: 5285.849121
	Iteration 0F: 3 clusters Score -5721128 nChanged 19556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -5731937.000000 Penalty: 5285.849121
	Iteration 1F: 3 clusters Score -5731937 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -5732362.500000 Penalty: 5285.849121
	Iteration 2Q: 3 clusters Score -5732362 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -5732755.000000 Penalty: 5285.849121
	Iteration 3Q: 3 clusters Score -5732755 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -5733137.000000 Penalty: 5285.849121
	Iteration 4Q: 3 clusters Score -5733137 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -5733728.500000 Penalty: 5285.849121
	Iteration 5Q: 3 clusters Score -5733728 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -5734622.500000 Penalty: 5285.849121
	Iteration 6Q: 3 clusters Score -5734622 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -5736017.000000 Penalty: 5285.849121
	Iteration 7F: 3 clusters Score -5736017 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -5738235.000000 Penalty: 5285.849121
	Iteration 8F: 3 clusters Score -5738235 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -5741000.500000 Penalty: 5285.849121
	Iteration 9F: 3 clusters Score -5741000 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -5743727.000000 Penalty: 5285.849121
	Iteration 10F: 3 clusters Score -5743727 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -5745724.000000 Penalty: 5285.849121
	Iteration 11Q: 3 clusters Score -5745724 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -5746806.500000 Penalty: 5285.849121
	Iteration 12Q: 3 clusters Score -5746806 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -5747297.500000 Penalty: 5285.849121
	Iteration 13Q: 3 clusters Score -5747298 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -5747498.500000 Penalty: 5285.849121
	Iteration 14Q: 3 clusters Score -5747498 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -5747618.500000 Penalty: 5285.849121
	Iteration 15Q: 3 clusters Score -5747618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -5747662.000000 Penalty: 5285.849121
	Iteration 16Q: 3 clusters Score -5747662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -5747710.000000 Penalty: 5285.849121
	Iteration 17Q: 3 clusters Score -5747710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -5747728.500000 Penalty: 5285.849121
	Iteration 18Q: 3 clusters Score -5747728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -5747733.000000 Penalty: 5285.849121
	Iteration 19Q: 3 clusters Score -5747733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -5747736.000000 Penalty: 5285.849121
	Iteration 20F: 3 clusters Score -5747736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -5747739.500000 Penalty: 5285.849121
	Iteration 21Q: 3 clusters Score -5747740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -5747739.500000 Penalty: 5285.849121
	Iteration 22F: 3 clusters Score -5747740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Entering Unmasked Estep 
Score: -2637033.000000 Penalty: 2440.746338
	Iteration 0F: 2 clusters Score -2637033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2623760.250000 Penalty: 4881.492676
	Iteration 0F: 3 clusters Score -2623760 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2628013.750000 Penalty: 4881.492676
	Iteration 1F: 3 clusters Score -2628014 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2628370.750000 Penalty: 4881.492676
	Iteration 2F: 3 clusters Score -2628371 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2628634.750000 Penalty: 4881.492676
	Iteration 3Q: 3 clusters Score -2628635 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2628869.000000 Penalty: 4881.492676
	Iteration 4Q: 3 clusters Score -2628869 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2629087.750000 Penalty: 4881.492676
	Iteration 5Q: 3 clusters Score -2629088 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2629310.250000 Penalty: 4881.492676
	Iteration 6Q: 3 clusters Score -2629310 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2629604.000000 Penalty: 4881.492676
	Iteration 7Q: 3 clusters Score -2629604 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2629948.500000 Penalty: 4881.492676
	Iteration 8Q: 3 clusters Score -2629948 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2630402.000000 Penalty: 4881.492676
	Iteration 9Q: 3 clusters Score -2630402 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2630986.500000 Penalty: 4881.492676
	Iteration 10Q: 3 clusters Score -2630986 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2631730.000000 Penalty: 4881.492676
	Iteration 11F: 3 clusters Score -2631730 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2632510.250000 Penalty: 4881.492676
	Iteration 12F: 3 clusters Score -2632510 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2633237.500000 Penalty: 4881.492676
	Iteration 13Q: 3 clusters Score -2633238 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2633757.500000 Penalty: 4881.492676
	Iteration 14Q: 3 clusters Score -2633758 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2634150.000000 Penalty: 4881.492676
	Iteration 15Q: 3 clusters Score -2634150 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2634361.250000 Penalty: 4881.492676
	Iteration 16Q: 3 clusters Score -2634361 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2634486.500000 Penalty: 4881.492676
	Iteration 17Q: 3 clusters Score -2634486 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2634604.250000 Penalty: 4881.492676
	Iteration 18Q: 3 clusters Score -2634604 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2634674.750000 Penalty: 4881.492676
	Iteration 19Q: 3 clusters Score -2634675 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2634757.250000 Penalty: 4881.492676
	Iteration 20F: 3 clusters Score -2634757 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2634820.000000 Penalty: 4881.492676
	Iteration 21Q: 3 clusters Score -2634820 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2634866.750000 Penalty: 4881.492676
	Iteration 22Q: 3 clusters Score -2634867 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2634921.250000 Penalty: 4881.492676
	Iteration 23Q: 3 clusters Score -2634921 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2634971.750000 Penalty: 4881.492676
	Iteration 24Q: 3 clusters Score -2634972 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2635025.000000 Penalty: 4881.492676
	Iteration 25Q: 3 clusters Score -2635025 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2635065.750000 Penalty: 4881.492676
	Iteration 26Q: 3 clusters Score -2635066 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2635087.750000 Penalty: 4881.492676
	Iteration 27Q: 3 clusters Score -2635088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2635112.500000 Penalty: 4881.492676
	Iteration 28Q: 3 clusters Score -2635112 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2635121.000000 Penalty: 4881.492676
	Iteration 29Q: 3 clusters Score -2635121 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2635129.000000 Penalty: 4881.492676
	Iteration 30Q: 3 clusters Score -2635129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2635139.000000 Penalty: 4881.492676
	Iteration 31Q: 3 clusters Score -2635139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2635138.500000 Penalty: 4881.492676
	Iteration 32Q: 3 clusters Score -2635138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2635144.500000 Penalty: 4881.492676
	Iteration 33Q: 3 clusters Score -2635144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2635148.750000 Penalty: 4881.492676
	Iteration 34Q: 3 clusters Score -2635149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2635149.750000 Penalty: 4881.492676
	Iteration 35Q: 3 clusters Score -2635150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2635151.250000 Penalty: 4881.492676
	Iteration 36Q: 3 clusters Score -2635151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2635152.500000 Penalty: 4881.492676
	Iteration 37Q: 3 clusters Score -2635152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2635155.250000 Penalty: 4881.492676
	Iteration 38Q: 3 clusters Score -2635155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2635155.500000 Penalty: 4881.492676
	Iteration 39Q: 3 clusters Score -2635156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2635156.250000 Penalty: 4881.492676
	Iteration 40F: 3 clusters Score -2635156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2635158.500000 Penalty: 4881.492676
	Iteration 41Q: 3 clusters Score -2635158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2635160.500000 Penalty: 4881.492676
	Iteration 42Q: 3 clusters Score -2635160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2635161.000000 Penalty: 4881.492676
	Iteration 43Q: 3 clusters Score -2635161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2635162.000000 Penalty: 4881.492676
	Iteration 44Q: 3 clusters Score -2635162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2635162.000000 Penalty: 4881.492676
	Iteration 45F: 3 clusters Score -2635162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Entering Unmasked Estep 
Score: -1930926.000000 Penalty: 2376.397705
	Iteration 0F: 2 clusters Score -1930926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1920297.000000 Penalty: 4752.795410
	Iteration 0F: 3 clusters Score -1920297 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1923614.000000 Penalty: 4752.795410
	Iteration 1F: 3 clusters Score -1923614 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1923979.625000 Penalty: 4752.795410
	Iteration 2F: 3 clusters Score -1923980 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1924315.125000 Penalty: 4752.795410
	Iteration 3F: 3 clusters Score -1924315 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1924725.875000 Penalty: 4752.795410
	Iteration 4Q: 3 clusters Score -1924726 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1925177.750000 Penalty: 4752.795410
	Iteration 5Q: 3 clusters Score -1925178 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1925774.000000 Penalty: 4752.795410
	Iteration 6F: 3 clusters Score -1925774 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1926397.875000 Penalty: 4752.795410
	Iteration 7F: 3 clusters Score -1926398 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1927020.000000 Penalty: 4752.795410
	Iteration 8F: 3 clusters Score -1927020 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1927604.000000 Penalty: 4752.795410
	Iteration 9F: 3 clusters Score -1927604 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1928096.000000 Penalty: 4752.795410
	Iteration 10Q: 3 clusters Score -1928096 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1928481.750000 Penalty: 4752.795410
	Iteration 11Q: 3 clusters Score -1928482 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1928811.875000 Penalty: 4752.795410
	Iteration 12Q: 3 clusters Score -1928812 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1929063.125000 Penalty: 4752.795410
	Iteration 13Q: 3 clusters Score -1929063 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1929263.000000 Penalty: 4752.795410
	Iteration 14Q: 3 clusters Score -1929263 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1929371.750000 Penalty: 4752.795410
	Iteration 15Q: 3 clusters Score -1929372 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1929465.000000 Penalty: 4752.795410
	Iteration 16Q: 3 clusters Score -1929465 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1929522.750000 Penalty: 4752.795410
	Iteration 17Q: 3 clusters Score -1929523 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1929567.125000 Penalty: 4752.795410
	Iteration 18Q: 3 clusters Score -1929567 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1929611.250000 Penalty: 4752.795410
	Iteration 19Q: 3 clusters Score -1929611 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1929646.125000 Penalty: 4752.795410
	Iteration 20F: 3 clusters Score -1929646 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1929674.750000 Penalty: 4752.795410
	Iteration 21Q: 3 clusters Score -1929675 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1929698.375000 Penalty: 4752.795410
	Iteration 22Q: 3 clusters Score -1929698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1929706.875000 Penalty: 4752.795410
	Iteration 23Q: 3 clusters Score -1929707 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1929722.125000 Penalty: 4752.795410
	Iteration 24Q: 3 clusters Score -1929722 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1929729.875000 Penalty: 4752.795410
	Iteration 25Q: 3 clusters Score -1929730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1929753.625000 Penalty: 4752.795410
	Iteration 26Q: 3 clusters Score -1929754 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1929774.500000 Penalty: 4752.795410
	Iteration 27Q: 3 clusters Score -1929774 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1929792.125000 Penalty: 4752.795410
	Iteration 28Q: 3 clusters Score -1929792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1929809.125000 Penalty: 4752.795410
	Iteration 29Q: 3 clusters Score -1929809 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1929831.750000 Penalty: 4752.795410
	Iteration 30Q: 3 clusters Score -1929832 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1929839.750000 Penalty: 4752.795410
	Iteration 31Q: 3 clusters Score -1929840 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1929859.875000 Penalty: 4752.795410
	Iteration 32Q: 3 clusters Score -1929860 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1929876.375000 Penalty: 4752.795410
	Iteration 33Q: 3 clusters Score -1929876 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1929893.125000 Penalty: 4752.795410
	Iteration 34Q: 3 clusters Score -1929893 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1929916.000000 Penalty: 4752.795410
	Iteration 35Q: 3 clusters Score -1929916 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1929932.625000 Penalty: 4752.795410
	Iteration 36Q: 3 clusters Score -1929933 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1929945.625000 Penalty: 4752.795410
	Iteration 37Q: 3 clusters Score -1929946 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1929959.375000 Penalty: 4752.795410
	Iteration 38Q: 3 clusters Score -1929959 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1929969.500000 Penalty: 4752.795410
	Iteration 39Q: 3 clusters Score -1929970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1929972.750000 Penalty: 4752.795410
	Iteration 40F: 3 clusters Score -1929973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1929977.125000 Penalty: 4752.795410
	Iteration 41Q: 3 clusters Score -1929977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1929979.625000 Penalty: 4752.795410
	Iteration 42Q: 3 clusters Score -1929980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1929988.875000 Penalty: 4752.795410
	Iteration 43Q: 3 clusters Score -1929989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1929993.375000 Penalty: 4752.795410
	Iteration 44Q: 3 clusters Score -1929993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1930000.375000 Penalty: 4752.795410
	Iteration 45Q: 3 clusters Score -1930000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1929999.750000 Penalty: 4752.795410
	Iteration 46Q: 3 clusters Score -1930000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1930002.250000 Penalty: 4752.795410
	Iteration 47Q: 3 clusters Score -1930002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1930007.625000 Penalty: 4752.795410
	Iteration 48Q: 3 clusters Score -1930008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1930014.750000 Penalty: 4752.795410
	Iteration 49Q: 3 clusters Score -1930015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1930015.375000 Penalty: 4752.795410
	Iteration 50Q: 3 clusters Score -1930015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1930009.375000 Penalty: 4752.795410
	Iteration 51Q: 3 clusters Score -1930009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1930019.375000 Penalty: 4752.795410
	Iteration 52Q: 3 clusters Score -1930019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1930025.250000 Penalty: 4752.795410
	Iteration 53Q: 3 clusters Score -1930025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1930024.500000 Penalty: 4752.795410
	Iteration 54Q: 3 clusters Score -1930024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1930024.750000 Penalty: 4752.795410
	Iteration 55Q: 3 clusters Score -1930025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1930027.500000 Penalty: 4752.795410
	Iteration 56Q: 3 clusters Score -1930028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1930032.000000 Penalty: 4752.795410
	Iteration 57Q: 3 clusters Score -1930032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1930035.375000 Penalty: 4752.795410
	Iteration 58Q: 3 clusters Score -1930035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1930036.875000 Penalty: 4752.795410
	Iteration 59Q: 3 clusters Score -1930037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1930040.000000 Penalty: 4752.795410
	Iteration 60F: 3 clusters Score -1930040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1930036.125000 Penalty: 4752.795410
	Iteration 61Q: 3 clusters Score -1930036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1930036.875000 Penalty: 4752.795410
	Iteration 62Q: 3 clusters Score -1930037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1930038.750000 Penalty: 4752.795410
	Iteration 63Q: 3 clusters Score -1930039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1930042.875000 Penalty: 4752.795410
	Iteration 64Q: 3 clusters Score -1930043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1930043.125000 Penalty: 4752.795410
	Iteration 65Q: 3 clusters Score -1930043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1930043.125000 Penalty: 4752.795410
	Iteration 66Q: 3 clusters Score -1930043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1930038.875000 Penalty: 4752.795410
	Iteration 67Q: 3 clusters Score -1930039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1930038.750000 Penalty: 4752.795410
	Iteration 68Q: 3 clusters Score -1930039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1930043.250000 Penalty: 4752.795410
	Iteration 69Q: 3 clusters Score -1930043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1930050.750000 Penalty: 4752.795410
	Iteration 70Q: 3 clusters Score -1930051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1930053.500000 Penalty: 4752.795410
	Iteration 71Q: 3 clusters Score -1930054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1930048.875000 Penalty: 4752.795410
	Iteration 72Q: 3 clusters Score -1930049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1930050.500000 Penalty: 4752.795410
	Iteration 73Q: 3 clusters Score -1930050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1930051.750000 Penalty: 4752.795410
	Iteration 74Q: 3 clusters Score -1930052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1930053.000000 Penalty: 4752.795410
	Iteration 75Q: 3 clusters Score -1930053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1930053.000000 Penalty: 4752.795410
	Iteration 76Q: 3 clusters Score -1930053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1930052.750000 Penalty: 4752.795410
	Iteration 77Q: 3 clusters Score -1930053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1930051.625000 Penalty: 4752.795410
	Iteration 78Q: 3 clusters Score -1930052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1930054.750000 Penalty: 4752.795410
	Iteration 79Q: 3 clusters Score -1930055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1930053.000000 Penalty: 4752.795410
	Iteration 80F: 3 clusters Score -1930053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1930055.375000 Penalty: 4752.795410
	Iteration 81Q: 3 clusters Score -1930055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1930055.500000 Penalty: 4752.795410
	Iteration 82Q: 3 clusters Score -1930056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1930055.500000 Penalty: 4752.795410
	Iteration 83F: 3 clusters Score -1930056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (104425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104425 members 
Entering Unmasked Estep 
Score: -14564210.000000 Penalty: 2865.943848
	Iteration 0F: 2 clusters Score -1.456421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -14494363.000000 Penalty: 5731.887695
	Iteration 0F: 3 clusters Score -1.449436e+07 nChanged 49526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -14523015.000000 Penalty: 5731.887695
	Iteration 1F: 3 clusters Score -1.452302e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -14524386.000000 Penalty: 5731.887695
	Iteration 2Q: 3 clusters Score -1.452439e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -14526280.000000 Penalty: 5731.887695
	Iteration 3Q: 3 clusters Score -1.452628e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -14529289.000000 Penalty: 5731.887695
	Iteration 4Q: 3 clusters Score -1.452929e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -14533227.000000 Penalty: 5731.887695
	Iteration 5F: 3 clusters Score -1.453323e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -14538878.000000 Penalty: 5731.887695
	Iteration 6F: 3 clusters Score -1.453888e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 63255 members 
Entering Unmasked Estep 
Score: -14546098.000000 Penalty: 5731.887695
	Iteration 7F: 3 clusters Score -1.45461e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -14552279.000000 Penalty: 5731.887695
	Iteration 8F: 3 clusters Score -1.455228e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 69825 members 
Entering Unmasked Estep 
Score: -14555520.000000 Penalty: 5731.887695
	Iteration 9Q: 3 clusters Score -1.455552e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -14557183.000000 Penalty: 5731.887695
	Iteration 10Q: 3 clusters Score -1.455718e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 73689 members 
Entering Unmasked Estep 
Score: -14558439.000000 Penalty: 5731.887695
	Iteration 11Q: 3 clusters Score -1.455844e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 75289 members 
Entering Unmasked Estep 
Score: -14559248.000000 Penalty: 5731.887695
	Iteration 12Q: 3 clusters Score -1.455925e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 76663 members 
Entering Unmasked Estep 
Score: -14559923.000000 Penalty: 5731.887695
	Iteration 13Q: 3 clusters Score -1.455992e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 77843 members 
Entering Unmasked Estep 
Score: -14560404.000000 Penalty: 5731.887695
	Iteration 14Q: 3 clusters Score -1.45604e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 78941 members 
Entering Unmasked Estep 
Score: -14560770.000000 Penalty: 5731.887695
	Iteration 15Q: 3 clusters Score -1.456077e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 79999 members 
Entering Unmasked Estep 
Score: -14561024.000000 Penalty: 5731.887695
	Iteration 16Q: 3 clusters Score -1.456102e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 80925 members 
Entering Unmasked Estep 
Score: -14561191.000000 Penalty: 5731.887695
	Iteration 17Q: 3 clusters Score -1.456119e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 81787 members 
Entering Unmasked Estep 
Score: -14561354.000000 Penalty: 5731.887695
	Iteration 18Q: 3 clusters Score -1.456135e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 82655 members 
Entering Unmasked Estep 
Score: -14561569.000000 Penalty: 5731.887695
	Iteration 19Q: 3 clusters Score -1.456157e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 83473 members 
Entering Unmasked Estep 
Score: -14561746.000000 Penalty: 5731.887695
	Iteration 20F: 3 clusters Score -1.456175e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -14561920.000000 Penalty: 5731.887695
	Iteration 21Q: 3 clusters Score -1.456192e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 85089 members 
Entering Unmasked Estep 
Score: -14562044.000000 Penalty: 5731.887695
	Iteration 22Q: 3 clusters Score -1.456204e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 85825 members 
Entering Unmasked Estep 
Score: -14562197.000000 Penalty: 5731.887695
	Iteration 23Q: 3 clusters Score -1.45622e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 86537 members 
Entering Unmasked Estep 
Score: -14562347.000000 Penalty: 5731.887695
	Iteration 24Q: 3 clusters Score -1.456235e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 87239 members 
Entering Unmasked Estep 
Score: -14562494.000000 Penalty: 5731.887695
	Iteration 25Q: 3 clusters Score -1.456249e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 87883 members 
Entering Unmasked Estep 
Score: -14562594.000000 Penalty: 5731.887695
	Iteration 26Q: 3 clusters Score -1.456259e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 88453 members 
Entering Unmasked Estep 
Score: -14562681.000000 Penalty: 5731.887695
	Iteration 27Q: 3 clusters Score -1.456268e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 89012 members 
Entering Unmasked Estep 
Score: -14562764.000000 Penalty: 5731.887695
	Iteration 28Q: 3 clusters Score -1.456276e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 89511 members 
Entering Unmasked Estep 
Score: -14562880.000000 Penalty: 5731.887695
	Iteration 29Q: 3 clusters Score -1.456288e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 89978 members 
Entering Unmasked Estep 
Score: -14562967.000000 Penalty: 5731.887695
	Iteration 30Q: 3 clusters Score -1.456297e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 90455 members 
Entering Unmasked Estep 
Score: -14563053.000000 Penalty: 5731.887695
	Iteration 31Q: 3 clusters Score -1.456305e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 90890 members 
Entering Unmasked Estep 
Score: -14563109.000000 Penalty: 5731.887695
	Iteration 32Q: 3 clusters Score -1.456311e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 91302 members 
Entering Unmasked Estep 
Score: -14563113.000000 Penalty: 5731.887695
	Iteration 33Q: 3 clusters Score -1.456311e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 91682 members 
Entering Unmasked Estep 
Score: -14563208.000000 Penalty: 5731.887695
	Iteration 34Q: 3 clusters Score -1.456321e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 92033 members 
Entering Unmasked Estep 
Score: -14563279.000000 Penalty: 5731.887695
	Iteration 35Q: 3 clusters Score -1.456328e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 92365 members 
Entering Unmasked Estep 
Score: -14563356.000000 Penalty: 5731.887695
	Iteration 36Q: 3 clusters Score -1.456336e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 92673 members 
Entering Unmasked Estep 
Score: -14563393.000000 Penalty: 5731.887695
	Iteration 37Q: 3 clusters Score -1.456339e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 92947 members 
Entering Unmasked Estep 
Score: -14563441.000000 Penalty: 5731.887695
	Iteration 38Q: 3 clusters Score -1.456344e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 93215 members 
Entering Unmasked Estep 
Score: -14563461.000000 Penalty: 5731.887695
	Iteration 39Q: 3 clusters Score -1.456346e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -14563486.000000 Penalty: 5731.887695
	Iteration 40F: 3 clusters Score -1.456349e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 93676 members 
Entering Unmasked Estep 
Score: -14563539.000000 Penalty: 5731.887695
	Iteration 41Q: 3 clusters Score -1.456354e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 93875 members 
Entering Unmasked Estep 
Score: -14563563.000000 Penalty: 5731.887695
	Iteration 42Q: 3 clusters Score -1.456356e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 94072 members 
Entering Unmasked Estep 
Score: -14563587.000000 Penalty: 5731.887695
	Iteration 43Q: 3 clusters Score -1.456359e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 94266 members 
Entering Unmasked Estep 
Score: -14563627.000000 Penalty: 5731.887695
	Iteration 44Q: 3 clusters Score -1.456363e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 94412 members 
Entering Unmasked Estep 
Score: -14563632.000000 Penalty: 5731.887695
	Iteration 45Q: 3 clusters Score -1.456363e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 94550 members 
Entering Unmasked Estep 
Score: -14563604.000000 Penalty: 5731.887695
	Iteration 46Q: 3 clusters Score -1.45636e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 94677 members 
Entering Unmasked Estep 
Score: -14563591.000000 Penalty: 5731.887695
	Iteration 47Q: 3 clusters Score -1.456359e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 94808 members 
Entering Unmasked Estep 
Score: -14563614.000000 Penalty: 5731.887695
	Iteration 48Q: 3 clusters Score -1.456361e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 94941 members 
Entering Unmasked Estep 
Score: -14563642.000000 Penalty: 5731.887695
	Iteration 49Q: 3 clusters Score -1.456364e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 95096 members 
Entering Unmasked Estep 
Score: -14563683.000000 Penalty: 5731.887695
	Iteration 50Q: 3 clusters Score -1.456368e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 95243 members 
Entering Unmasked Estep 
Score: -14563696.000000 Penalty: 5731.887695
	Iteration 51Q: 3 clusters Score -1.45637e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 95372 members 
Entering Unmasked Estep 
Score: -14563729.000000 Penalty: 5731.887695
	Iteration 52Q: 3 clusters Score -1.456373e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 95497 members 
Entering Unmasked Estep 
Score: -14563719.000000 Penalty: 5731.887695
	Iteration 53Q: 3 clusters Score -1.456372e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 95618 members 
Entering Unmasked Estep 
Score: -14563738.000000 Penalty: 5731.887695
	Iteration 54Q: 3 clusters Score -1.456374e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 95755 members 
Entering Unmasked Estep 
Score: -14563778.000000 Penalty: 5731.887695
	Iteration 55Q: 3 clusters Score -1.456378e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 95895 members 
Entering Unmasked Estep 
Score: -14563802.000000 Penalty: 5731.887695
	Iteration 56Q: 3 clusters Score -1.45638e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 96032 members 
Entering Unmasked Estep 
Score: -14563820.000000 Penalty: 5731.887695
	Iteration 57Q: 3 clusters Score -1.456382e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 96148 members 
Entering Unmasked Estep 
Score: -14563819.000000 Penalty: 5731.887695
	Iteration 58Q: 3 clusters Score -1.456382e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 96270 members 
Entering Unmasked Estep 
Score: -14563860.000000 Penalty: 5731.887695
	Iteration 59Q: 3 clusters Score -1.456386e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 96389 members 
Entering Unmasked Estep 
Score: -14563825.000000 Penalty: 5731.887695
	Iteration 60F: 3 clusters Score -1.456382e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 96474 members 
Entering Unmasked Estep 
Score: -14563833.000000 Penalty: 5731.887695
	Iteration 61Q: 3 clusters Score -1.456383e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 96557 members 
Entering Unmasked Estep 
Score: -14563862.000000 Penalty: 5731.887695
	Iteration 62Q: 3 clusters Score -1.456386e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 96635 members 
Entering Unmasked Estep 
Score: -14563889.000000 Penalty: 5731.887695
	Iteration 63Q: 3 clusters Score -1.456389e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 96719 members 
Entering Unmasked Estep 
Score: -14563897.000000 Penalty: 5731.887695
	Iteration 64Q: 3 clusters Score -1.45639e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 96804 members 
Entering Unmasked Estep 
Score: -14563908.000000 Penalty: 5731.887695
	Iteration 65Q: 3 clusters Score -1.456391e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 96884 members 
Entering Unmasked Estep 
Score: -14563930.000000 Penalty: 5731.887695
	Iteration 66Q: 3 clusters Score -1.456393e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 96949 members 
Entering Unmasked Estep 
Score: -14563960.000000 Penalty: 5731.887695
	Iteration 67Q: 3 clusters Score -1.456396e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 97011 members 
Entering Unmasked Estep 
Score: -14563941.000000 Penalty: 5731.887695
	Iteration 68Q: 3 clusters Score -1.456394e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 97080 members 
Entering Unmasked Estep 
Score: -14563945.000000 Penalty: 5731.887695
	Iteration 69Q: 3 clusters Score -1.456394e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 97139 members 
Entering Unmasked Estep 
Score: -14563961.000000 Penalty: 5731.887695
	Iteration 70Q: 3 clusters Score -1.456396e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 97183 members 
Entering Unmasked Estep 
Score: -14563956.000000 Penalty: 5731.887695
	Iteration 71Q: 3 clusters Score -1.456396e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 97224 members 
Entering Unmasked Estep 
Score: -14563956.000000 Penalty: 5731.887695
	Iteration 72Q: 3 clusters Score -1.456396e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 97258 members 
Entering Unmasked Estep 
Score: -14563977.000000 Penalty: 5731.887695
	Iteration 73Q: 3 clusters Score -1.456398e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 97291 members 
Entering Unmasked Estep 
Score: -14563970.000000 Penalty: 5731.887695
	Iteration 74Q: 3 clusters Score -1.456397e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 97328 members 
Entering Unmasked Estep 
Score: -14563950.000000 Penalty: 5731.887695
	Iteration 75Q: 3 clusters Score -1.456395e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 97357 members 
Entering Unmasked Estep 
Score: -14563950.000000 Penalty: 5731.887695
	Iteration 76Q: 3 clusters Score -1.456395e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 97387 members 
Entering Unmasked Estep 
Score: -14563942.000000 Penalty: 5731.887695
	Iteration 77Q: 3 clusters Score -1.456394e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 97418 members 
Entering Unmasked Estep 
Score: -14563955.000000 Penalty: 5731.887695
	Iteration 78Q: 3 clusters Score -1.456396e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 97450 members 
Entering Unmasked Estep 
Score: -14563954.000000 Penalty: 5731.887695
	Iteration 79Q: 3 clusters Score -1.456395e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 97478 members 
Entering Unmasked Estep 
Score: -14563974.000000 Penalty: 5731.887695
	Iteration 80F: 3 clusters Score -1.456397e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 97500 members 
Entering Unmasked Estep 
Score: -14563977.000000 Penalty: 5731.887695
	Iteration 81Q: 3 clusters Score -1.456398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 97523 members 
Entering Unmasked Estep 
Score: -14563977.000000 Penalty: 5731.887695
	Iteration 82Q: 3 clusters Score -1.456398e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 97544 members 
Entering Unmasked Estep 
Score: -14563966.000000 Penalty: 5731.887695
	Iteration 83Q: 3 clusters Score -1.456397e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 97566 members 
Entering Unmasked Estep 
Score: -14563979.000000 Penalty: 5731.887695
	Iteration 84Q: 3 clusters Score -1.456398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 97589 members 
Entering Unmasked Estep 
Score: -14563993.000000 Penalty: 5731.887695
	Iteration 85Q: 3 clusters Score -1.456399e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 97604 members 
Entering Unmasked Estep 
Score: -14563987.000000 Penalty: 5731.887695
	Iteration 86Q: 3 clusters Score -1.456399e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 97619 members 
Entering Unmasked Estep 
Score: -14563987.000000 Penalty: 5731.887695
	Iteration 87Q: 3 clusters Score -1.456399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 97633 members 
Entering Unmasked Estep 
Score: -14563972.000000 Penalty: 5731.887695
	Iteration 88Q: 3 clusters Score -1.456397e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 97648 members 
Entering Unmasked Estep 
Score: -14564011.000000 Penalty: 5731.887695
	Iteration 89Q: 3 clusters Score -1.456401e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 97666 members 
Entering Unmasked Estep 
Score: -14563991.000000 Penalty: 5731.887695
	Iteration 90Q: 3 clusters Score -1.456399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 97677 members 
Entering Unmasked Estep 
Score: -14563985.000000 Penalty: 5731.887695
	Iteration 91Q: 3 clusters Score -1.456398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 97690 members 
Entering Unmasked Estep 
Score: -14563990.000000 Penalty: 5731.887695
	Iteration 92Q: 3 clusters Score -1.456399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 97702 members 
Entering Unmasked Estep 
Score: -14563974.000000 Penalty: 5731.887695
	Iteration 93Q: 3 clusters Score -1.456397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 97714 members 
Entering Unmasked Estep 
Score: -14563963.000000 Penalty: 5731.887695
	Iteration 94Q: 3 clusters Score -1.456396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 97730 members 
Entering Unmasked Estep 
Score: -14563953.000000 Penalty: 5731.887695
	Iteration 95Q: 3 clusters Score -1.456395e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 97747 members 
Entering Unmasked Estep 
Score: -14563960.000000 Penalty: 5731.887695
	Iteration 96Q: 3 clusters Score -1.456396e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 97759 members 
Entering Unmasked Estep 
Score: -14563942.000000 Penalty: 5731.887695
	Iteration 97Q: 3 clusters Score -1.456394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 97771 members 
Entering Unmasked Estep 
Score: -14563940.000000 Penalty: 5731.887695
	Iteration 98Q: 3 clusters Score -1.456394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 97776 members 
Entering Unmasked Estep 
Score: -14563927.000000 Penalty: 5731.887695
	Iteration 99Q: 3 clusters Score -1.456393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 97781 members 
Entering Unmasked Estep 
Score: -14563935.000000 Penalty: 5731.887695
	Iteration 100F: 3 clusters Score -1.456394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 97784 members 
Entering Unmasked Estep 
Score: -14563923.000000 Penalty: 5731.887695
	Iteration 101Q: 3 clusters Score -1.456392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 97789 members 
Entering Unmasked Estep 
Score: -14563936.000000 Penalty: 5731.887695
	Iteration 102Q: 3 clusters Score -1.456394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 97791 members 
Entering Unmasked Estep 
Score: -14563934.000000 Penalty: 5731.887695
	Iteration 103Q: 3 clusters Score -1.456393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 97792 members 
Entering Unmasked Estep 
Score: -14563942.000000 Penalty: 5731.887695
	Iteration 104Q: 3 clusters Score -1.456394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 97793 members 
Entering Unmasked Estep 
Score: -14563945.000000 Penalty: 5731.887695
	Iteration 105Q: 3 clusters Score -1.456394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 97793 members 
Entering Unmasked Estep 
Score: -14563945.000000 Penalty: 5731.887695
	Iteration 106F: 3 clusters Score -1.456394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -50768.683594 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -50768.68 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 199 members 
Entering Unmasked Estep 
Score: -49398.140625 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -49398.14 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49570.246094 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -49570.25 nChanged 18
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: -49621.851562 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -49621.85 nChanged 4
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: -49639.042969 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -49639.04 nChanged 4
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: -49650.769531 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -49650.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49664.445312 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -49664.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49668.367188 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -49668.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49676.156250 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -49676.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49677.011719 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -49677.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49677.011719 Penalty: 2982.802734
	Iteration 9F: 3 clusters Score -49677.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (201737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201737 members 
Entering Unmasked Estep 
Score: -28184438.000000 Penalty: 3029.250488
	Iteration 0F: 2 clusters Score -2.818444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100764 members 
Mstep: Class 2 contains 100973 members 
Entering Unmasked Estep 
Score: -28061542.000000 Penalty: 6058.500977
	Iteration 0F: 3 clusters Score -2.806154e+07 nChanged 97209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99217 members 
Mstep: Class 2 contains 102520 members 
Entering Unmasked Estep 
Score: -28118290.000000 Penalty: 6058.500977
	Iteration 1F: 3 clusters Score -2.811829e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98210 members 
Mstep: Class 2 contains 103527 members 
Entering Unmasked Estep 
Score: -28119058.000000 Penalty: 6058.500977
	Iteration 2Q: 3 clusters Score -2.811906e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96700 members 
Mstep: Class 2 contains 105037 members 
Entering Unmasked Estep 
Score: -28119976.000000 Penalty: 6058.500977
	Iteration 3Q: 3 clusters Score -2.811998e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94494 members 
Mstep: Class 2 contains 107243 members 
Entering Unmasked Estep 
Score: -28120898.000000 Penalty: 6058.500977
	Iteration 4Q: 3 clusters Score -2.81209e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91049 members 
Mstep: Class 2 contains 110688 members 
Entering Unmasked Estep 
Score: -28122240.000000 Penalty: 6058.500977
	Iteration 5Q: 3 clusters Score -2.812224e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85882 members 
Mstep: Class 2 contains 115855 members 
Entering Unmasked Estep 
Score: -28124042.000000 Penalty: 6058.500977
	Iteration 6Q: 3 clusters Score -2.812404e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78150 members 
Mstep: Class 2 contains 123587 members 
Entering Unmasked Estep 
Score: -28127670.000000 Penalty: 6058.500977
	Iteration 7Q: 3 clusters Score -2.812767e+07 nChanged 11462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 134831 members 
Entering Unmasked Estep 
Score: -28133808.000000 Penalty: 6058.500977
	Iteration 8F: 3 clusters Score -2.813381e+07 nChanged 15151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51837 members 
Mstep: Class 2 contains 149900 members 
Entering Unmasked Estep 
Score: -28144086.000000 Penalty: 6058.500977
	Iteration 9F: 3 clusters Score -2.814409e+07 nChanged 17721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 167609 members 
Entering Unmasked Estep 
Score: -28157288.000000 Penalty: 6058.500977
	Iteration 10F: 3 clusters Score -2.815729e+07 nChanged 15899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 183508 members 
Entering Unmasked Estep 
Score: -28169146.000000 Penalty: 6058.500977
	Iteration 11F: 3 clusters Score -2.816915e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 193643 members 
Entering Unmasked Estep 
Score: -28176422.000000 Penalty: 6058.500977
	Iteration 12F: 3 clusters Score -2.817642e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 198309 members 
Entering Unmasked Estep 
Score: -28179594.000000 Penalty: 6058.500977
	Iteration 13Q: 3 clusters Score -2.817959e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 200160 members 
Entering Unmasked Estep 
Score: -28180782.000000 Penalty: 6058.500977
	Iteration 14Q: 3 clusters Score -2.818078e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 200809 members 
Entering Unmasked Estep 
Score: -28181170.000000 Penalty: 6058.500977
	Iteration 15Q: 3 clusters Score -2.818117e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 201061 members 
Entering Unmasked Estep 
Score: -28181422.000000 Penalty: 6058.500977
	Iteration 16Q: 3 clusters Score -2.818142e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 201176 members 
Entering Unmasked Estep 
Score: -28181576.000000 Penalty: 6058.500977
	Iteration 17Q: 3 clusters Score -2.818158e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 201234 members 
Entering Unmasked Estep 
Score: -28181652.000000 Penalty: 6058.500977
	Iteration 18Q: 3 clusters Score -2.818165e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 201280 members 
Entering Unmasked Estep 
Score: -28181726.000000 Penalty: 6058.500977
	Iteration 19Q: 3 clusters Score -2.818173e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 201303 members 
Entering Unmasked Estep 
Score: -28181776.000000 Penalty: 6058.500977
	Iteration 20F: 3 clusters Score -2.818178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 201320 members 
Entering Unmasked Estep 
Score: -28181786.000000 Penalty: 6058.500977
	Iteration 21Q: 3 clusters Score -2.818179e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 201328 members 
Entering Unmasked Estep 
Score: -28181772.000000 Penalty: 6058.500977
	Iteration 22Q: 3 clusters Score -2.818177e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 201330 members 
Entering Unmasked Estep 
Score: -28181814.000000 Penalty: 6058.500977
	Iteration 23Q: 3 clusters Score -2.818181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 201330 members 
Entering Unmasked Estep 
Score: -28181814.000000 Penalty: 6058.500977
	Iteration 24Q: 3 clusters Score -2.818181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 201334 members 
Entering Unmasked Estep 
Score: -28181824.000000 Penalty: 6058.500977
	Iteration 25Q: 3 clusters Score -2.818182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 201336 members 
Entering Unmasked Estep 
Score: -28181814.000000 Penalty: 6058.500977
	Iteration 26Q: 3 clusters Score -2.818181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 201336 members 
Entering Unmasked Estep 
Score: -28181806.000000 Penalty: 6058.500977
	Iteration 27Q: 3 clusters Score -2.818181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 201337 members 
Entering Unmasked Estep 
Score: -28181806.000000 Penalty: 6058.500977
	Iteration 28Q: 3 clusters Score -2.818181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 201337 members 
Entering Unmasked Estep 
Score: -28181806.000000 Penalty: 6058.500977
	Iteration 29F: 3 clusters Score -2.818181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5078 members 
Mstep: Class 3 contains 7472 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 138845 members 
Mstep: Class 6 contains 7158 members 
Mstep: Class 7 contains 22270 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293232 members 
Mstep: Class 10 contains 60815 members 
Mstep: Class 11 contains 41696 members 
Mstep: Class 12 contains 27286 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42487 members 
Mstep: Class 18 contains 18802 members 
Mstep: Class 19 contains 14505 members 
Mstep: Class 20 contains 104425 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802192.000000 Penalty: 75362.250000
Iteration 319Q: 23 clusters Score -1.358022e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5081 members 
Mstep: Class 3 contains 7475 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 138506 members 
Mstep: Class 6 contains 7159 members 
Mstep: Class 7 contains 22278 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293221 members 
Mstep: Class 10 contains 60805 members 
Mstep: Class 11 contains 41699 members 
Mstep: Class 12 contains 27284 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42483 members 
Mstep: Class 18 contains 18796 members 
Mstep: Class 19 contains 14501 members 
Mstep: Class 20 contains 104770 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802112.000000 Penalty: 75362.250000
Iteration 320F: 23 clusters Score -1.358021e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5084 members 
Mstep: Class 3 contains 7480 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 138217 members 
Mstep: Class 6 contains 7160 members 
Mstep: Class 7 contains 22278 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293206 members 
Mstep: Class 10 contains 60782 members 
Mstep: Class 11 contains 41702 members 
Mstep: Class 12 contains 27286 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42480 members 
Mstep: Class 18 contains 18790 members 
Mstep: Class 19 contains 14510 members 
Mstep: Class 20 contains 105059 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802272.000000 Penalty: 75362.250000
Iteration 321Q: 23 clusters Score -1.358023e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5085 members 
Mstep: Class 3 contains 7486 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 137959 members 
Mstep: Class 6 contains 7161 members 
Mstep: Class 7 contains 22269 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293189 members 
Mstep: Class 10 contains 60769 members 
Mstep: Class 11 contains 41706 members 
Mstep: Class 12 contains 27285 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42472 members 
Mstep: Class 18 contains 18786 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 105344 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802272.000000 Penalty: 75362.250000
Iteration 322Q: 23 clusters Score -1.358023e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5089 members 
Mstep: Class 3 contains 7493 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 137684 members 
Mstep: Class 6 contains 7162 members 
Mstep: Class 7 contains 22268 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293182 members 
Mstep: Class 10 contains 60731 members 
Mstep: Class 11 contains 41708 members 
Mstep: Class 12 contains 27283 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42463 members 
Mstep: Class 18 contains 18785 members 
Mstep: Class 19 contains 14496 members 
Mstep: Class 20 contains 105637 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802384.000000 Penalty: 75362.250000
Iteration 323Q: 23 clusters Score -1.358024e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5093 members 
Mstep: Class 3 contains 7498 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 137415 members 
Mstep: Class 6 contains 7164 members 
Mstep: Class 7 contains 22258 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293168 members 
Mstep: Class 10 contains 60718 members 
Mstep: Class 11 contains 41710 members 
Mstep: Class 12 contains 27279 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42461 members 
Mstep: Class 18 contains 18783 members 
Mstep: Class 19 contains 14497 members 
Mstep: Class 20 contains 105907 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802544.000000 Penalty: 75362.250000
Iteration 324Q: 23 clusters Score -1.358025e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5095 members 
Mstep: Class 3 contains 7500 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 137158 members 
Mstep: Class 6 contains 7165 members 
Mstep: Class 7 contains 22257 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293176 members 
Mstep: Class 10 contains 60692 members 
Mstep: Class 11 contains 41717 members 
Mstep: Class 12 contains 27279 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42461 members 
Mstep: Class 18 contains 18782 members 
Mstep: Class 19 contains 14486 members 
Mstep: Class 20 contains 106161 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802368.000000 Penalty: 75362.250000
Iteration 325Q: 23 clusters Score -1.358024e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5099 members 
Mstep: Class 3 contains 7500 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136892 members 
Mstep: Class 6 contains 7168 members 
Mstep: Class 7 contains 22258 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293193 members 
Mstep: Class 10 contains 60670 members 
Mstep: Class 11 contains 41722 members 
Mstep: Class 12 contains 27273 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42458 members 
Mstep: Class 18 contains 18776 members 
Mstep: Class 19 contains 14486 members 
Mstep: Class 20 contains 106404 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802336.000000 Penalty: 75362.250000
Iteration 326Q: 23 clusters Score -1.358023e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5099 members 
Mstep: Class 3 contains 7499 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136683 members 
Mstep: Class 6 contains 7171 members 
Mstep: Class 7 contains 22256 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293211 members 
Mstep: Class 10 contains 60635 members 
Mstep: Class 11 contains 41724 members 
Mstep: Class 12 contains 27270 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 18768 members 
Mstep: Class 19 contains 14483 members 
Mstep: Class 20 contains 106619 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201932 members 
Entering Unmasked Estep 
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Iteration 327Q: 23 clusters Score -1.358022e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5102 members 
Mstep: Class 3 contains 7502 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136496 members 
Mstep: Class 6 contains 7172 members 
Mstep: Class 7 contains 22258 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293236 members 
Mstep: Class 10 contains 60616 members 
Mstep: Class 11 contains 41724 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42458 members 
Mstep: Class 18 contains 18763 members 
Mstep: Class 19 contains 14473 members 
Mstep: Class 20 contains 106790 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802400.000000 Penalty: 75362.250000
Iteration 328Q: 23 clusters Score -1.358024e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 7501 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136317 members 
Mstep: Class 6 contains 7174 members 
Mstep: Class 7 contains 22260 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293250 members 
Mstep: Class 10 contains 60598 members 
Mstep: Class 11 contains 41725 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42462 members 
Mstep: Class 18 contains 18760 members 
Mstep: Class 19 contains 14462 members 
Mstep: Class 20 contains 106975 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201954 members 
Entering Unmasked Estep 
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Iteration 329Q: 23 clusters Score -1.358023e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5105 members 
Mstep: Class 3 contains 7504 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136158 members 
Mstep: Class 6 contains 7177 members 
Mstep: Class 7 contains 22253 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293256 members 
Mstep: Class 10 contains 60579 members 
Mstep: Class 11 contains 41726 members 
Mstep: Class 12 contains 27262 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42464 members 
Mstep: Class 18 contains 18759 members 
Mstep: Class 19 contains 14457 members 
Mstep: Class 20 contains 107145 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802336.000000 Penalty: 75362.250000
Iteration 330Q: 23 clusters Score -1.358023e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5108 members 
Mstep: Class 3 contains 7502 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136011 members 
Mstep: Class 6 contains 7179 members 
Mstep: Class 7 contains 22255 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293273 members 
Mstep: Class 10 contains 60547 members 
Mstep: Class 11 contains 41726 members 
Mstep: Class 12 contains 27263 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42463 members 
Mstep: Class 18 contains 18758 members 
Mstep: Class 19 contains 14467 members 
Mstep: Class 20 contains 107293 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201957 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 331Q: 23 clusters Score -1.358024e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 7506 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135818 members 
Mstep: Class 6 contains 7179 members 
Mstep: Class 7 contains 22247 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293300 members 
Mstep: Class 10 contains 60531 members 
Mstep: Class 11 contains 41727 members 
Mstep: Class 12 contains 27262 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42467 members 
Mstep: Class 18 contains 18757 members 
Mstep: Class 19 contains 14470 members 
Mstep: Class 20 contains 107484 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802448.000000 Penalty: 75362.250000
Iteration 332Q: 23 clusters Score -1.358024e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5110 members 
Mstep: Class 3 contains 7509 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135646 members 
Mstep: Class 6 contains 7181 members 
Mstep: Class 7 contains 22239 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293295 members 
Mstep: Class 10 contains 60521 members 
Mstep: Class 11 contains 41728 members 
Mstep: Class 12 contains 27264 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42466 members 
Mstep: Class 18 contains 18754 members 
Mstep: Class 19 contains 14476 members 
Mstep: Class 20 contains 107658 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802528.000000 Penalty: 75362.250000
Iteration 333Q: 23 clusters Score -1.358025e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5114 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135494 members 
Mstep: Class 6 contains 7183 members 
Mstep: Class 7 contains 22242 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293316 members 
Mstep: Class 10 contains 60493 members 
Mstep: Class 11 contains 41732 members 
Mstep: Class 12 contains 27257 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42460 members 
Mstep: Class 18 contains 18746 members 
Mstep: Class 19 contains 14483 members 
Mstep: Class 20 contains 107819 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201950 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 334Q: 23 clusters Score -1.358027e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5119 members 
Mstep: Class 3 contains 7508 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135357 members 
Mstep: Class 6 contains 7185 members 
Mstep: Class 7 contains 22232 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293342 members 
Mstep: Class 10 contains 60482 members 
Mstep: Class 11 contains 41733 members 
Mstep: Class 12 contains 27254 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42459 members 
Mstep: Class 18 contains 18739 members 
Mstep: Class 19 contains 14479 members 
Mstep: Class 20 contains 107966 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201946 members 
Entering Unmasked Estep 
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Score: -135802368.000000 Penalty: 75362.250000
Iteration 335Q: 23 clusters Score -1.358024e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135228 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22222 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293366 members 
Mstep: Class 10 contains 60462 members 
Mstep: Class 11 contains 41738 members 
Mstep: Class 12 contains 27250 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42460 members 
Mstep: Class 18 contains 18737 members 
Mstep: Class 19 contains 14492 members 
Mstep: Class 20 contains 108090 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802320.000000 Penalty: 75362.250000
Iteration 336Q: 23 clusters Score -1.358023e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5119 members 
Mstep: Class 3 contains 7510 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135132 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22218 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293386 members 
Mstep: Class 10 contains 60450 members 
Mstep: Class 11 contains 41741 members 
Mstep: Class 12 contains 27252 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42461 members 
Mstep: Class 18 contains 18735 members 
Mstep: Class 19 contains 14491 members 
Mstep: Class 20 contains 108181 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802352.000000 Penalty: 75362.250000
Iteration 337Q: 23 clusters Score -1.358024e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5120 members 
Mstep: Class 3 contains 7510 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135066 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22208 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293407 members 
Mstep: Class 10 contains 60431 members 
Mstep: Class 11 contains 41742 members 
Mstep: Class 12 contains 27253 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42463 members 
Mstep: Class 18 contains 18730 members 
Mstep: Class 19 contains 14497 members 
Mstep: Class 20 contains 108252 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201938 members 
Entering Unmasked Estep 
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Score: -135802448.000000 Penalty: 75362.250000
Iteration 338Q: 23 clusters Score -1.358024e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5126 members 
Mstep: Class 3 contains 7510 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135013 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22196 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293423 members 
Mstep: Class 10 contains 60415 members 
Mstep: Class 11 contains 41747 members 
Mstep: Class 12 contains 27256 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42465 members 
Mstep: Class 18 contains 18726 members 
Mstep: Class 19 contains 14498 members 
Mstep: Class 20 contains 108301 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802352.000000 Penalty: 75362.250000
Iteration 339Q: 23 clusters Score -1.358024e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 7509 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 134981 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22197 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293436 members 
Mstep: Class 10 contains 60392 members 
Mstep: Class 11 contains 41754 members 
Mstep: Class 12 contains 27256 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42466 members 
Mstep: Class 18 contains 18721 members 
Mstep: Class 19 contains 14504 members 
Mstep: Class 20 contains 108325 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201946 members 
Entering Unmasked Estep 
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Score: -135802304.000000 Penalty: 75362.250000
Iteration 340F: 23 clusters Score -1.358023e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5131 members 
Mstep: Class 3 contains 7510 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 134961 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22198 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293456 members 
Mstep: Class 10 contains 60360 members 
Mstep: Class 11 contains 41761 members 
Mstep: Class 12 contains 27255 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42465 members 
Mstep: Class 18 contains 18719 members 
Mstep: Class 19 contains 14509 members 
Mstep: Class 20 contains 108341 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201951 members 
Entering Unmasked Estep 
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Iteration 341Q: 23 clusters Score -1.358024e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5131 members 
Mstep: Class 3 contains 7510 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 134961 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22198 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293460 members 
Mstep: Class 10 contains 60336 members 
Mstep: Class 11 contains 41765 members 
Mstep: Class 12 contains 27259 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42467 members 
Mstep: Class 18 contains 18723 members 
Mstep: Class 19 contains 14516 members 
Mstep: Class 20 contains 108335 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201956 members 
Entering Unmasked Estep 
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Iteration 342Q: 23 clusters Score -1.358025e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5133 members 
Mstep: Class 3 contains 7510 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 134974 members 
Mstep: Class 6 contains 7185 members 
Mstep: Class 7 contains 22191 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293465 members 
Mstep: Class 10 contains 60323 members 
Mstep: Class 11 contains 41767 members 
Mstep: Class 12 contains 27261 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42470 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 14512 members 
Mstep: Class 20 contains 108314 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201971 members 
Entering Unmasked Estep 
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Iteration 343Q: 23 clusters Score -1.358025e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5134 members 
Mstep: Class 3 contains 7511 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135005 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22188 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293471 members 
Mstep: Class 10 contains 60318 members 
Mstep: Class 11 contains 41769 members 
Mstep: Class 12 contains 27258 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42470 members 
Mstep: Class 18 contains 18723 members 
Mstep: Class 19 contains 14509 members 
Mstep: Class 20 contains 108284 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201977 members 
Entering Unmasked Estep 
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Iteration 344Q: 23 clusters Score -1.358025e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5136 members 
Mstep: Class 3 contains 7511 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135025 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22185 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293486 members 
Mstep: Class 10 contains 60309 members 
Mstep: Class 11 contains 41770 members 
Mstep: Class 12 contains 27257 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42470 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 14512 members 
Mstep: Class 20 contains 108243 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201985 members 
Entering Unmasked Estep 
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Iteration 345Q: 23 clusters Score -1.358024e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5139 members 
Mstep: Class 3 contains 7512 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135099 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22180 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293486 members 
Mstep: Class 10 contains 60283 members 
Mstep: Class 11 contains 41772 members 
Mstep: Class 12 contains 27255 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42468 members 
Mstep: Class 18 contains 18730 members 
Mstep: Class 19 contains 14508 members 
Mstep: Class 20 contains 108194 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201990 members 
Entering Unmasked Estep 
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Iteration 346Q: 23 clusters Score -1.358025e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5139 members 
Mstep: Class 3 contains 7511 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135164 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22180 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293484 members 
Mstep: Class 10 contains 60267 members 
Mstep: Class 11 contains 41775 members 
Mstep: Class 12 contains 27253 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42466 members 
Mstep: Class 18 contains 18733 members 
Mstep: Class 19 contains 14506 members 
Mstep: Class 20 contains 108145 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201993 members 
Entering Unmasked Estep 
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Iteration 347Q: 23 clusters Score -1.358025e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5139 members 
Mstep: Class 3 contains 7512 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135218 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22173 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293487 members 
Mstep: Class 10 contains 60247 members 
Mstep: Class 11 contains 41777 members 
Mstep: Class 12 contains 27251 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42464 members 
Mstep: Class 18 contains 18736 members 
Mstep: Class 19 contains 14509 members 
Mstep: Class 20 contains 108105 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 201998 members 
Entering Unmasked Estep 
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Iteration 348Q: 23 clusters Score -1.358025e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5139 members 
Mstep: Class 3 contains 7514 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135253 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22171 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293492 members 
Mstep: Class 10 contains 60229 members 
Mstep: Class 11 contains 41779 members 
Mstep: Class 12 contains 27249 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42461 members 
Mstep: Class 18 contains 18740 members 
Mstep: Class 19 contains 14515 members 
Mstep: Class 20 contains 108064 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202010 members 
Entering Unmasked Estep 
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Iteration 349Q: 23 clusters Score -1.358026e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5139 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135271 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22170 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293515 members 
Mstep: Class 10 contains 60218 members 
Mstep: Class 11 contains 41782 members 
Mstep: Class 12 contains 27246 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42458 members 
Mstep: Class 18 contains 18744 members 
Mstep: Class 19 contains 14520 members 
Mstep: Class 20 contains 108018 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802672.000000 Penalty: 75362.250000
Iteration 350Q: 23 clusters Score -1.358027e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5139 members 
Mstep: Class 3 contains 7514 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135300 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22171 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293515 members 
Mstep: Class 10 contains 60202 members 
Mstep: Class 11 contains 41787 members 
Mstep: Class 12 contains 27241 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 18743 members 
Mstep: Class 19 contains 14525 members 
Mstep: Class 20 contains 107993 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802688.000000 Penalty: 75362.250000
Iteration 351Q: 23 clusters Score -1.358027e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5139 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135334 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22177 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293522 members 
Mstep: Class 10 contains 60189 members 
Mstep: Class 11 contains 41793 members 
Mstep: Class 12 contains 27242 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42457 members 
Mstep: Class 18 contains 18749 members 
Mstep: Class 19 contains 14531 members 
Mstep: Class 20 contains 107948 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802672.000000 Penalty: 75362.250000
Iteration 352Q: 23 clusters Score -1.358027e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5138 members 
Mstep: Class 3 contains 7512 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135360 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22179 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293544 members 
Mstep: Class 10 contains 60176 members 
Mstep: Class 11 contains 41798 members 
Mstep: Class 12 contains 27244 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42463 members 
Mstep: Class 18 contains 18754 members 
Mstep: Class 19 contains 14536 members 
Mstep: Class 20 contains 107896 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802672.000000 Penalty: 75362.250000
Iteration 353Q: 23 clusters Score -1.358027e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5138 members 
Mstep: Class 3 contains 7510 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135375 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22184 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293547 members 
Mstep: Class 10 contains 60173 members 
Mstep: Class 11 contains 41802 members 
Mstep: Class 12 contains 27247 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42464 members 
Mstep: Class 18 contains 18758 members 
Mstep: Class 19 contains 14543 members 
Mstep: Class 20 contains 107853 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802672.000000 Penalty: 75362.250000
Iteration 354Q: 23 clusters Score -1.358027e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5139 members 
Mstep: Class 3 contains 7511 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135394 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22179 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293556 members 
Mstep: Class 10 contains 60165 members 
Mstep: Class 11 contains 41806 members 
Mstep: Class 12 contains 27246 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42462 members 
Mstep: Class 18 contains 18763 members 
Mstep: Class 19 contains 14545 members 
Mstep: Class 20 contains 107825 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802720.000000 Penalty: 75362.250000
Iteration 355Q: 23 clusters Score -1.358027e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5140 members 
Mstep: Class 3 contains 7511 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135393 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22179 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293571 members 
Mstep: Class 10 contains 60156 members 
Mstep: Class 11 contains 41808 members 
Mstep: Class 12 contains 27252 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42463 members 
Mstep: Class 18 contains 18770 members 
Mstep: Class 19 contains 14548 members 
Mstep: Class 20 contains 107790 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802752.000000 Penalty: 75362.250000
Iteration 356Q: 23 clusters Score -1.358028e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5142 members 
Mstep: Class 3 contains 7511 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135394 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22185 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293602 members 
Mstep: Class 10 contains 60150 members 
Mstep: Class 11 contains 41811 members 
Mstep: Class 12 contains 27259 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42466 members 
Mstep: Class 18 contains 18771 members 
Mstep: Class 19 contains 14544 members 
Mstep: Class 20 contains 107750 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802736.000000 Penalty: 75362.250000
Iteration 357Q: 23 clusters Score -1.358027e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5144 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135390 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22186 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293633 members 
Mstep: Class 10 contains 60144 members 
Mstep: Class 11 contains 41813 members 
Mstep: Class 12 contains 27260 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42468 members 
Mstep: Class 18 contains 18771 members 
Mstep: Class 19 contains 14539 members 
Mstep: Class 20 contains 107726 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802608.000000 Penalty: 75362.250000
Iteration 358Q: 23 clusters Score -1.358026e+08 nChanged 232
Entering ConstructFrom: 
Score: -135802608.000000 Penalty: 75362.250000
Entering ConstructFrom: 
Trying to split cluster 1 (3084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Entering Unmasked Estep 
Score: -396421.906250 Penalty: 1992.427612
	Iteration 0F: 2 clusters Score -396421.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -393135.281250 Penalty: 3984.855225
	Iteration 0F: 3 clusters Score -393135.3 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -393972.468750 Penalty: 3984.855225
	Iteration 1F: 3 clusters Score -393972.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -394239.343750 Penalty: 3984.855225
	Iteration 2F: 3 clusters Score -394239.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -394430.062500 Penalty: 3984.855225
	Iteration 3F: 3 clusters Score -394430.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -394588.625000 Penalty: 3984.855225
	Iteration 4F: 3 clusters Score -394588.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -394831.437500 Penalty: 3984.855225
	Iteration 5F: 3 clusters Score -394831.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -395125.125000 Penalty: 3984.855225
	Iteration 6F: 3 clusters Score -395125.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -395514.125000 Penalty: 3984.855225
	Iteration 7F: 3 clusters Score -395514.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -395943.500000 Penalty: 3984.855225
	Iteration 8F: 3 clusters Score -395943.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -396282.093750 Penalty: 3984.855225
	Iteration 9F: 3 clusters Score -396282.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -396436.218750 Penalty: 3984.855225
	Iteration 10Q: 3 clusters Score -396436.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -396520.625000 Penalty: 3984.855225
	Iteration 11Q: 3 clusters Score -396520.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -396553.843750 Penalty: 3984.855225
	Iteration 12Q: 3 clusters Score -396553.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -396566.781250 Penalty: 3984.855225
	Iteration 13Q: 3 clusters Score -396566.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -396577.500000 Penalty: 3984.855225
	Iteration 14Q: 3 clusters Score -396577.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -396587.937500 Penalty: 3984.855225
	Iteration 15Q: 3 clusters Score -396587.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -396591.437500 Penalty: 3984.855225
	Iteration 16Q: 3 clusters Score -396591.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -396594.531250 Penalty: 3984.855225
	Iteration 17Q: 3 clusters Score -396594.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -396601.656250 Penalty: 3984.855225
	Iteration 18Q: 3 clusters Score -396601.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -396608.031250 Penalty: 3984.855225
	Iteration 19Q: 3 clusters Score -396608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -396612.250000 Penalty: 3984.855225
	Iteration 20F: 3 clusters Score -396612.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -396614.656250 Penalty: 3984.855225
	Iteration 21Q: 3 clusters Score -396614.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -396615.656250 Penalty: 3984.855225
	Iteration 22Q: 3 clusters Score -396615.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -396616.187500 Penalty: 3984.855225
	Iteration 23Q: 3 clusters Score -396616.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -396617.062500 Penalty: 3984.855225
	Iteration 24Q: 3 clusters Score -396617.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -396617.062500 Penalty: 3984.855225
	Iteration 25F: 3 clusters Score -396617.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5145 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135391 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22189 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293655 members 
Mstep: Class 10 contains 60136 members 
Mstep: Class 11 contains 41815 members 
Mstep: Class 12 contains 27262 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42465 members 
Mstep: Class 18 contains 18769 members 
Mstep: Class 19 contains 14540 members 
Mstep: Class 20 contains 107699 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202034 members 
Mstep: Class 23 contains 534 members 
Entering Unmasked Estep 
Score: -135801472.000000 Penalty: 78787.804688
Splitting cluster 1 changes total score from -135802608.000000 to -135801472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Entering Unmasked Estep 
Score: -669093.500000 Penalty: 2119.353516
	Iteration 0F: 2 clusters Score -669093.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -664526.687500 Penalty: 4238.707031
	Iteration 0F: 3 clusters Score -664526.7 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -665588.187500 Penalty: 4238.707031
	Iteration 1F: 3 clusters Score -665588.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -665834.062500 Penalty: 4238.707031
	Iteration 2F: 3 clusters Score -665834.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -666001.562500 Penalty: 4238.707031
	Iteration 3F: 3 clusters Score -666001.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -666129.687500 Penalty: 4238.707031
	Iteration 4Q: 3 clusters Score -666129.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -666221.000000 Penalty: 4238.707031
	Iteration 5Q: 3 clusters Score -666221 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -666286.812500 Penalty: 4238.707031
	Iteration 6Q: 3 clusters Score -666286.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -666342.812500 Penalty: 4238.707031
	Iteration 7Q: 3 clusters Score -666342.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -666395.062500 Penalty: 4238.707031
	Iteration 8Q: 3 clusters Score -666395.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -666446.500000 Penalty: 4238.707031
	Iteration 9Q: 3 clusters Score -666446.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -666491.750000 Penalty: 4238.707031
	Iteration 10Q: 3 clusters Score -666491.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -666530.687500 Penalty: 4238.707031
	Iteration 11Q: 3 clusters Score -666530.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -666564.750000 Penalty: 4238.707031
	Iteration 12Q: 3 clusters Score -666564.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -666601.937500 Penalty: 4238.707031
	Iteration 13Q: 3 clusters Score -666601.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -666636.562500 Penalty: 4238.707031
	Iteration 14Q: 3 clusters Score -666636.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -666664.125000 Penalty: 4238.707031
	Iteration 15Q: 3 clusters Score -666664.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -666684.375000 Penalty: 4238.707031
	Iteration 16Q: 3 clusters Score -666684.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -666711.562500 Penalty: 4238.707031
	Iteration 17Q: 3 clusters Score -666711.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -666733.187500 Penalty: 4238.707031
	Iteration 18Q: 3 clusters Score -666733.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -666760.875000 Penalty: 4238.707031
	Iteration 19Q: 3 clusters Score -666760.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -666788.250000 Penalty: 4238.707031
	Iteration 20F: 3 clusters Score -666788.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -666818.375000 Penalty: 4238.707031
	Iteration 21Q: 3 clusters Score -666818.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -666839.687500 Penalty: 4238.707031
	Iteration 22Q: 3 clusters Score -666839.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -666867.750000 Penalty: 4238.707031
	Iteration 23Q: 3 clusters Score -666867.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -666889.562500 Penalty: 4238.707031
	Iteration 24Q: 3 clusters Score -666889.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -666908.125000 Penalty: 4238.707031
	Iteration 25Q: 3 clusters Score -666908.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -666930.250000 Penalty: 4238.707031
	Iteration 26Q: 3 clusters Score -666930.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -666953.562500 Penalty: 4238.707031
	Iteration 27Q: 3 clusters Score -666953.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -666983.437500 Penalty: 4238.707031
	Iteration 28Q: 3 clusters Score -666983.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -667016.000000 Penalty: 4238.707031
	Iteration 29Q: 3 clusters Score -667016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -667044.875000 Penalty: 4238.707031
	Iteration 30Q: 3 clusters Score -667044.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -667068.062500 Penalty: 4238.707031
	Iteration 31Q: 3 clusters Score -667068.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -667085.187500 Penalty: 4238.707031
	Iteration 32Q: 3 clusters Score -667085.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -667101.750000 Penalty: 4238.707031
	Iteration 33Q: 3 clusters Score -667101.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -667115.625000 Penalty: 4238.707031
	Iteration 34Q: 3 clusters Score -667115.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -667126.125000 Penalty: 4238.707031
	Iteration 35Q: 3 clusters Score -667126.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -667128.687500 Penalty: 4238.707031
	Iteration 36Q: 3 clusters Score -667128.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -667137.875000 Penalty: 4238.707031
	Iteration 37Q: 3 clusters Score -667137.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -667148.937500 Penalty: 4238.707031
	Iteration 38Q: 3 clusters Score -667148.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -667155.500000 Penalty: 4238.707031
	Iteration 39Q: 3 clusters Score -667155.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -667163.750000 Penalty: 4238.707031
	Iteration 40F: 3 clusters Score -667163.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -667168.437500 Penalty: 4238.707031
	Iteration 41Q: 3 clusters Score -667168.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -667180.562500 Penalty: 4238.707031
	Iteration 42Q: 3 clusters Score -667180.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -667188.437500 Penalty: 4238.707031
	Iteration 43Q: 3 clusters Score -667188.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -667191.437500 Penalty: 4238.707031
	Iteration 44Q: 3 clusters Score -667191.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -667194.312500 Penalty: 4238.707031
	Iteration 45Q: 3 clusters Score -667194.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -667198.437500 Penalty: 4238.707031
	Iteration 46Q: 3 clusters Score -667198.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -667207.000000 Penalty: 4238.707031
	Iteration 47Q: 3 clusters Score -667207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -667210.312500 Penalty: 4238.707031
	Iteration 48Q: 3 clusters Score -667210.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -667219.687500 Penalty: 4238.707031
	Iteration 49Q: 3 clusters Score -667219.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -667227.937500 Penalty: 4238.707031
	Iteration 50Q: 3 clusters Score -667227.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -667233.812500 Penalty: 4238.707031
	Iteration 51Q: 3 clusters Score -667233.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -667239.875000 Penalty: 4238.707031
	Iteration 52Q: 3 clusters Score -667239.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -667244.562500 Penalty: 4238.707031
	Iteration 53Q: 3 clusters Score -667244.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -667247.875000 Penalty: 4238.707031
	Iteration 54Q: 3 clusters Score -667247.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -667250.437500 Penalty: 4238.707031
	Iteration 55Q: 3 clusters Score -667250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -667252.250000 Penalty: 4238.707031
	Iteration 56Q: 3 clusters Score -667252.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -667253.125000 Penalty: 4238.707031
	Iteration 57Q: 3 clusters Score -667253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -667254.937500 Penalty: 4238.707031
	Iteration 58Q: 3 clusters Score -667254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -667255.125000 Penalty: 4238.707031
	Iteration 59Q: 3 clusters Score -667255.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -667256.750000 Penalty: 4238.707031
	Iteration 60F: 3 clusters Score -667256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -667258.062500 Penalty: 4238.707031
	Iteration 61Q: 3 clusters Score -667258.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -667259.500000 Penalty: 4238.707031
	Iteration 62Q: 3 clusters Score -667259.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -667262.000000 Penalty: 4238.707031
	Iteration 63Q: 3 clusters Score -667262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -667263.437500 Penalty: 4238.707031
	Iteration 64Q: 3 clusters Score -667263.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -667264.562500 Penalty: 4238.707031
	Iteration 65Q: 3 clusters Score -667264.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -667265.812500 Penalty: 4238.707031
	Iteration 66Q: 3 clusters Score -667265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -667267.187500 Penalty: 4238.707031
	Iteration 67Q: 3 clusters Score -667267.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -667270.062500 Penalty: 4238.707031
	Iteration 68Q: 3 clusters Score -667270.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -667270.687500 Penalty: 4238.707031
	Iteration 69Q: 3 clusters Score -667270.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -667271.625000 Penalty: 4238.707031
	Iteration 70Q: 3 clusters Score -667271.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -667273.562500 Penalty: 4238.707031
	Iteration 71Q: 3 clusters Score -667273.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -667274.937500 Penalty: 4238.707031
	Iteration 72Q: 3 clusters Score -667274.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -667276.000000 Penalty: 4238.707031
	Iteration 73Q: 3 clusters Score -667276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -667275.875000 Penalty: 4238.707031
	Iteration 74Q: 3 clusters Score -667275.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -667276.562500 Penalty: 4238.707031
	Iteration 75Q: 3 clusters Score -667276.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -667276.562500 Penalty: 4238.707031
	Iteration 76F: 3 clusters Score -667276.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Entering Unmasked Estep 
Score: -1018293.250000 Penalty: 2213.380615
	Iteration 0F: 2 clusters Score -1018293 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 3812 members 
Entering Unmasked Estep 
Score: -1012177.750000 Penalty: 4426.761230
	Iteration 0F: 3 clusters Score -1012178 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1013746.750000 Penalty: 4426.761230
	Iteration 1F: 3 clusters Score -1013747 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1014010.750000 Penalty: 4426.761230
	Iteration 2F: 3 clusters Score -1014011 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1014198.250000 Penalty: 4426.761230
	Iteration 3F: 3 clusters Score -1014198 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1014359.375000 Penalty: 4426.761230
	Iteration 4Q: 3 clusters Score -1014359 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1014498.062500 Penalty: 4426.761230
	Iteration 5Q: 3 clusters Score -1014498 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1014605.625000 Penalty: 4426.761230
	Iteration 6Q: 3 clusters Score -1014606 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1014712.750000 Penalty: 4426.761230
	Iteration 7Q: 3 clusters Score -1014713 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1014799.000000 Penalty: 4426.761230
	Iteration 8Q: 3 clusters Score -1014799 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1014885.562500 Penalty: 4426.761230
	Iteration 9Q: 3 clusters Score -1014886 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1014970.937500 Penalty: 4426.761230
	Iteration 10Q: 3 clusters Score -1014971 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1015052.687500 Penalty: 4426.761230
	Iteration 11Q: 3 clusters Score -1015053 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1015131.562500 Penalty: 4426.761230
	Iteration 12Q: 3 clusters Score -1015132 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1015214.625000 Penalty: 4426.761230
	Iteration 13Q: 3 clusters Score -1015215 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1015301.687500 Penalty: 4426.761230
	Iteration 14Q: 3 clusters Score -1015302 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1015391.375000 Penalty: 4426.761230
	Iteration 15Q: 3 clusters Score -1015391 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1015469.875000 Penalty: 4426.761230
	Iteration 16Q: 3 clusters Score -1015470 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1015545.437500 Penalty: 4426.761230
	Iteration 17Q: 3 clusters Score -1015545 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1015626.875000 Penalty: 4426.761230
	Iteration 18Q: 3 clusters Score -1015627 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1015721.750000 Penalty: 4426.761230
	Iteration 19Q: 3 clusters Score -1015722 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1015812.187500 Penalty: 4426.761230
	Iteration 20F: 3 clusters Score -1015812 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1015894.750000 Penalty: 4426.761230
	Iteration 21Q: 3 clusters Score -1015895 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1015963.937500 Penalty: 4426.761230
	Iteration 22Q: 3 clusters Score -1015964 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1016038.562500 Penalty: 4426.761230
	Iteration 23Q: 3 clusters Score -1016039 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1016112.812500 Penalty: 4426.761230
	Iteration 24Q: 3 clusters Score -1016113 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1016164.750000 Penalty: 4426.761230
	Iteration 25Q: 3 clusters Score -1016165 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1016213.312500 Penalty: 4426.761230
	Iteration 26Q: 3 clusters Score -1016213 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1016262.750000 Penalty: 4426.761230
	Iteration 27Q: 3 clusters Score -1016263 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1016309.125000 Penalty: 4426.761230
	Iteration 28Q: 3 clusters Score -1016309 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1016347.500000 Penalty: 4426.761230
	Iteration 29Q: 3 clusters Score -1016348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1016381.625000 Penalty: 4426.761230
	Iteration 30Q: 3 clusters Score -1016382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1016411.750000 Penalty: 4426.761230
	Iteration 31Q: 3 clusters Score -1016412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1016432.437500 Penalty: 4426.761230
	Iteration 32Q: 3 clusters Score -1016432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1016447.562500 Penalty: 4426.761230
	Iteration 33Q: 3 clusters Score -1016448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1016455.562500 Penalty: 4426.761230
	Iteration 34Q: 3 clusters Score -1016456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1016459.875000 Penalty: 4426.761230
	Iteration 35Q: 3 clusters Score -1016460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1016464.500000 Penalty: 4426.761230
	Iteration 36Q: 3 clusters Score -1016464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1016468.062500 Penalty: 4426.761230
	Iteration 37Q: 3 clusters Score -1016468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1016471.500000 Penalty: 4426.761230
	Iteration 38Q: 3 clusters Score -1016472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1016475.937500 Penalty: 4426.761230
	Iteration 39Q: 3 clusters Score -1016476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1016475.937500 Penalty: 4426.761230
	Iteration 40F: 3 clusters Score -1016476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -58891.609375 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -58891.61 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 213 members 
Entering Unmasked Estep 
Score: -57449.824219 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -57449.82 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -57707.628906 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -57707.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -57805.371094 Penalty: 3045.382812
	Iteration 2F: 3 clusters Score -57805.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -57867.820312 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -57867.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -57982.542969 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -57982.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -58133.539062 Penalty: 3045.382812
	Iteration 5F: 3 clusters Score -58133.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -58258.367188 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -58258.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -58292.000000 Penalty: 3045.382812
	Iteration 7Q: 3 clusters Score -58292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -58314.609375 Penalty: 3045.382812
	Iteration 8Q: 3 clusters Score -58314.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -58342.652344 Penalty: 3045.382812
	Iteration 9Q: 3 clusters Score -58342.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -58363.835938 Penalty: 3045.382812
	Iteration 10Q: 3 clusters Score -58363.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -58375.964844 Penalty: 3045.382812
	Iteration 11Q: 3 clusters Score -58375.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -58383.410156 Penalty: 3045.382812
	Iteration 12Q: 3 clusters Score -58383.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -58389.812500 Penalty: 3045.382812
	Iteration 13Q: 3 clusters Score -58389.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -58389.812500 Penalty: 3045.382812
	Iteration 14F: 3 clusters Score -58389.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (135391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135391 members 
Entering Unmasked Estep 
Score: -18962396.000000 Penalty: 2930.348633
	Iteration 0F: 2 clusters Score -1.89624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67824 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -18872928.000000 Penalty: 5860.697266
	Iteration 0F: 3 clusters Score -1.887293e+07 nChanged 64663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 66532 members 
Entering Unmasked Estep 
Score: -18910344.000000 Penalty: 5860.697266
	Iteration 1F: 3 clusters Score -1.891034e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 65622 members 
Entering Unmasked Estep 
Score: -18910990.000000 Penalty: 5860.697266
	Iteration 2Q: 3 clusters Score -1.891099e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71246 members 
Mstep: Class 2 contains 64145 members 
Entering Unmasked Estep 
Score: -18911880.000000 Penalty: 5860.697266
	Iteration 3Q: 3 clusters Score -1.891188e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73499 members 
Mstep: Class 2 contains 61892 members 
Entering Unmasked Estep 
Score: -18913006.000000 Penalty: 5860.697266
	Iteration 4Q: 3 clusters Score -1.891301e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 58529 members 
Entering Unmasked Estep 
Score: -18915140.000000 Penalty: 5860.697266
	Iteration 5Q: 3 clusters Score -1.891514e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81836 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -18918818.000000 Penalty: 5860.697266
	Iteration 6F: 3 clusters Score -1.891882e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88508 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -18925216.000000 Penalty: 5860.697266
	Iteration 7F: 3 clusters Score -1.892522e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96335 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -18933530.000000 Penalty: 5860.697266
	Iteration 8F: 3 clusters Score -1.893353e+07 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103323 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -18941810.000000 Penalty: 5860.697266
	Iteration 9F: 3 clusters Score -1.894181e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108174 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -18947840.000000 Penalty: 5860.697266
	Iteration 10F: 3 clusters Score -1.894784e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111431 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -18951120.000000 Penalty: 5860.697266
	Iteration 11Q: 3 clusters Score -1.895112e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114011 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -18952962.000000 Penalty: 5860.697266
	Iteration 12Q: 3 clusters Score -1.895296e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116409 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -18954168.000000 Penalty: 5860.697266
	Iteration 13Q: 3 clusters Score -1.895417e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118615 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -18955060.000000 Penalty: 5860.697266
	Iteration 14Q: 3 clusters Score -1.895506e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120722 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -18956132.000000 Penalty: 5860.697266
	Iteration 15Q: 3 clusters Score -1.895613e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122728 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -18956862.000000 Penalty: 5860.697266
	Iteration 16Q: 3 clusters Score -1.895686e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124439 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -18957526.000000 Penalty: 5860.697266
	Iteration 17Q: 3 clusters Score -1.895753e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125891 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -18958016.000000 Penalty: 5860.697266
	Iteration 18Q: 3 clusters Score -1.895802e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127155 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -18958508.000000 Penalty: 5860.697266
	Iteration 19Q: 3 clusters Score -1.895851e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128284 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -18958666.000000 Penalty: 5860.697266
	Iteration 20F: 3 clusters Score -1.895867e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129288 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -18958958.000000 Penalty: 5860.697266
	Iteration 21Q: 3 clusters Score -1.895896e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130118 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -18959262.000000 Penalty: 5860.697266
	Iteration 22Q: 3 clusters Score -1.895926e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130803 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -18959490.000000 Penalty: 5860.697266
	Iteration 23Q: 3 clusters Score -1.895949e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131363 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -18959698.000000 Penalty: 5860.697266
	Iteration 24Q: 3 clusters Score -1.89597e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131812 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -18959772.000000 Penalty: 5860.697266
	Iteration 25Q: 3 clusters Score -1.895977e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132177 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -18959792.000000 Penalty: 5860.697266
	Iteration 26Q: 3 clusters Score -1.895979e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132492 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -18959860.000000 Penalty: 5860.697266
	Iteration 27Q: 3 clusters Score -1.895986e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132726 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -18959918.000000 Penalty: 5860.697266
	Iteration 28Q: 3 clusters Score -1.895992e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132914 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -18960012.000000 Penalty: 5860.697266
	Iteration 29Q: 3 clusters Score -1.896001e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133111 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -18960056.000000 Penalty: 5860.697266
	Iteration 30Q: 3 clusters Score -1.896006e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133261 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -18960032.000000 Penalty: 5860.697266
	Iteration 31Q: 3 clusters Score -1.896003e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133386 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -18960082.000000 Penalty: 5860.697266
	Iteration 32Q: 3 clusters Score -1.896008e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133510 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -18960066.000000 Penalty: 5860.697266
	Iteration 33Q: 3 clusters Score -1.896007e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133618 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -18960080.000000 Penalty: 5860.697266
	Iteration 34Q: 3 clusters Score -1.896008e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133707 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -18960120.000000 Penalty: 5860.697266
	Iteration 35Q: 3 clusters Score -1.896012e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133762 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -18960156.000000 Penalty: 5860.697266
	Iteration 36Q: 3 clusters Score -1.896016e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133815 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -18960164.000000 Penalty: 5860.697266
	Iteration 37Q: 3 clusters Score -1.896016e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133843 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -18960176.000000 Penalty: 5860.697266
	Iteration 38Q: 3 clusters Score -1.896018e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133872 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -18960204.000000 Penalty: 5860.697266
	Iteration 39Q: 3 clusters Score -1.89602e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133899 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -18960218.000000 Penalty: 5860.697266
	Iteration 40F: 3 clusters Score -1.896022e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133926 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -18960226.000000 Penalty: 5860.697266
	Iteration 41Q: 3 clusters Score -1.896023e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133953 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -18960218.000000 Penalty: 5860.697266
	Iteration 42Q: 3 clusters Score -1.896022e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133974 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -18960206.000000 Penalty: 5860.697266
	Iteration 43Q: 3 clusters Score -1.896021e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133998 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -18960220.000000 Penalty: 5860.697266
	Iteration 44Q: 3 clusters Score -1.896022e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134026 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -18960200.000000 Penalty: 5860.697266
	Iteration 45Q: 3 clusters Score -1.89602e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134050 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -18960174.000000 Penalty: 5860.697266
	Iteration 46Q: 3 clusters Score -1.896017e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134068 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -18960210.000000 Penalty: 5860.697266
	Iteration 47Q: 3 clusters Score -1.896021e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134092 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -18960208.000000 Penalty: 5860.697266
	Iteration 48Q: 3 clusters Score -1.896021e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134122 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -18960202.000000 Penalty: 5860.697266
	Iteration 49Q: 3 clusters Score -1.89602e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134147 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -18960218.000000 Penalty: 5860.697266
	Iteration 50Q: 3 clusters Score -1.896022e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134176 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -18960236.000000 Penalty: 5860.697266
	Iteration 51Q: 3 clusters Score -1.896024e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134199 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -18960250.000000 Penalty: 5860.697266
	Iteration 52Q: 3 clusters Score -1.896025e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134226 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -18960266.000000 Penalty: 5860.697266
	Iteration 53Q: 3 clusters Score -1.896027e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134253 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -18960286.000000 Penalty: 5860.697266
	Iteration 54Q: 3 clusters Score -1.896029e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134281 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -18960288.000000 Penalty: 5860.697266
	Iteration 55Q: 3 clusters Score -1.896029e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134302 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -18960284.000000 Penalty: 5860.697266
	Iteration 56Q: 3 clusters Score -1.896028e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134313 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -18960270.000000 Penalty: 5860.697266
	Iteration 57Q: 3 clusters Score -1.896027e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134325 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -18960288.000000 Penalty: 5860.697266
	Iteration 58Q: 3 clusters Score -1.896029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134335 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -18960276.000000 Penalty: 5860.697266
	Iteration 59Q: 3 clusters Score -1.896028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134347 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -18960258.000000 Penalty: 5860.697266
	Iteration 60F: 3 clusters Score -1.896026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134357 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -18960264.000000 Penalty: 5860.697266
	Iteration 61Q: 3 clusters Score -1.896026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134361 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -18960268.000000 Penalty: 5860.697266
	Iteration 62Q: 3 clusters Score -1.896027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134365 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -18960272.000000 Penalty: 5860.697266
	Iteration 63Q: 3 clusters Score -1.896027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134371 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -18960294.000000 Penalty: 5860.697266
	Iteration 64Q: 3 clusters Score -1.896029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134373 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -18960276.000000 Penalty: 5860.697266
	Iteration 65Q: 3 clusters Score -1.896028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134374 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -18960280.000000 Penalty: 5860.697266
	Iteration 66Q: 3 clusters Score -1.896028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134375 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -18960272.000000 Penalty: 5860.697266
	Iteration 67Q: 3 clusters Score -1.896027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134376 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -18960272.000000 Penalty: 5860.697266
	Iteration 68Q: 3 clusters Score -1.896027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134376 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -18960272.000000 Penalty: 5860.697266
	Iteration 69F: 3 clusters Score -1.896027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Entering Unmasked Estep 
Score: -1028495.250000 Penalty: 2202.212891
	Iteration 0F: 2 clusters Score -1028495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1022531.375000 Penalty: 4404.425781
	Iteration 0F: 3 clusters Score -1022531 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1024035.000000 Penalty: 4404.425781
	Iteration 1F: 3 clusters Score -1024035 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1024244.687500 Penalty: 4404.425781
	Iteration 2F: 3 clusters Score -1024245 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1024366.875000 Penalty: 4404.425781
	Iteration 3Q: 3 clusters Score -1024367 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1024456.375000 Penalty: 4404.425781
	Iteration 4Q: 3 clusters Score -1024456 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1024539.812500 Penalty: 4404.425781
	Iteration 5Q: 3 clusters Score -1024540 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1024620.875000 Penalty: 4404.425781
	Iteration 6Q: 3 clusters Score -1024621 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1024692.125000 Penalty: 4404.425781
	Iteration 7Q: 3 clusters Score -1024692 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1024742.375000 Penalty: 4404.425781
	Iteration 8Q: 3 clusters Score -1024742 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1024782.750000 Penalty: 4404.425781
	Iteration 9Q: 3 clusters Score -1024783 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1024829.937500 Penalty: 4404.425781
	Iteration 10Q: 3 clusters Score -1024830 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1024868.187500 Penalty: 4404.425781
	Iteration 11Q: 3 clusters Score -1024868 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1024910.750000 Penalty: 4404.425781
	Iteration 12Q: 3 clusters Score -1024911 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1024947.875000 Penalty: 4404.425781
	Iteration 13Q: 3 clusters Score -1024948 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1024982.312500 Penalty: 4404.425781
	Iteration 14Q: 3 clusters Score -1024982 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1025019.750000 Penalty: 4404.425781
	Iteration 15Q: 3 clusters Score -1025020 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1025060.000000 Penalty: 4404.425781
	Iteration 16Q: 3 clusters Score -1025060 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1025106.750000 Penalty: 4404.425781
	Iteration 17Q: 3 clusters Score -1025107 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1025163.750000 Penalty: 4404.425781
	Iteration 18Q: 3 clusters Score -1025164 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1025236.375000 Penalty: 4404.425781
	Iteration 19Q: 3 clusters Score -1025236 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1025336.937500 Penalty: 4404.425781
	Iteration 20F: 3 clusters Score -1025337 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1025438.000000 Penalty: 4404.425781
	Iteration 21Q: 3 clusters Score -1025438 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1025532.687500 Penalty: 4404.425781
	Iteration 22Q: 3 clusters Score -1025533 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1025642.125000 Penalty: 4404.425781
	Iteration 23Q: 3 clusters Score -1025642 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1025750.875000 Penalty: 4404.425781
	Iteration 24Q: 3 clusters Score -1025751 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1025859.937500 Penalty: 4404.425781
	Iteration 25Q: 3 clusters Score -1025860 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1025948.437500 Penalty: 4404.425781
	Iteration 26Q: 3 clusters Score -1025948 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1026037.125000 Penalty: 4404.425781
	Iteration 27Q: 3 clusters Score -1026037 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1026127.812500 Penalty: 4404.425781
	Iteration 28Q: 3 clusters Score -1026128 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1026215.250000 Penalty: 4404.425781
	Iteration 29Q: 3 clusters Score -1026215 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1026268.812500 Penalty: 4404.425781
	Iteration 30Q: 3 clusters Score -1026269 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1026308.875000 Penalty: 4404.425781
	Iteration 31Q: 3 clusters Score -1026309 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1026334.312500 Penalty: 4404.425781
	Iteration 32Q: 3 clusters Score -1026334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1026348.750000 Penalty: 4404.425781
	Iteration 33Q: 3 clusters Score -1026349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1026356.687500 Penalty: 4404.425781
	Iteration 34Q: 3 clusters Score -1026357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1026365.750000 Penalty: 4404.425781
	Iteration 35Q: 3 clusters Score -1026366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1026375.000000 Penalty: 4404.425781
	Iteration 36Q: 3 clusters Score -1026375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1026379.687500 Penalty: 4404.425781
	Iteration 37Q: 3 clusters Score -1026380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1026383.250000 Penalty: 4404.425781
	Iteration 38Q: 3 clusters Score -1026383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1026387.187500 Penalty: 4404.425781
	Iteration 39Q: 3 clusters Score -1026387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1026388.750000 Penalty: 4404.425781
	Iteration 40F: 3 clusters Score -1026389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1026393.250000 Penalty: 4404.425781
	Iteration 41Q: 3 clusters Score -1026393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1026392.937500 Penalty: 4404.425781
	Iteration 42Q: 3 clusters Score -1026393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1026398.750000 Penalty: 4404.425781
	Iteration 43Q: 3 clusters Score -1026399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1026402.000000 Penalty: 4404.425781
	Iteration 44Q: 3 clusters Score -1026402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1026403.437500 Penalty: 4404.425781
	Iteration 45Q: 3 clusters Score -1026403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1026408.562500 Penalty: 4404.425781
	Iteration 46Q: 3 clusters Score -1026409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1026412.375000 Penalty: 4404.425781
	Iteration 47Q: 3 clusters Score -1026412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1026415.875000 Penalty: 4404.425781
	Iteration 48Q: 3 clusters Score -1026416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1026418.937500 Penalty: 4404.425781
	Iteration 49Q: 3 clusters Score -1026419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1026421.250000 Penalty: 4404.425781
	Iteration 50Q: 3 clusters Score -1026421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1026420.812500 Penalty: 4404.425781
	Iteration 51Q: 3 clusters Score -1026421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1026423.625000 Penalty: 4404.425781
	Iteration 52Q: 3 clusters Score -1026424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1026426.062500 Penalty: 4404.425781
	Iteration 53Q: 3 clusters Score -1026426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1026425.437500 Penalty: 4404.425781
	Iteration 54Q: 3 clusters Score -1026425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1026425.375000 Penalty: 4404.425781
	Iteration 55Q: 3 clusters Score -1026425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1026425.375000 Penalty: 4404.425781
	Iteration 56F: 3 clusters Score -1026425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Entering Unmasked Estep 
Score: -3103705.250000 Penalty: 2481.823242
	Iteration 0F: 2 clusters Score -3103705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -3088257.500000 Penalty: 4963.646484
	Iteration 0F: 3 clusters Score -3088258 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -3093379.000000 Penalty: 4963.646484
	Iteration 1F: 3 clusters Score -3093379 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -3093728.000000 Penalty: 4963.646484
	Iteration 2Q: 3 clusters Score -3093728 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -3094036.750000 Penalty: 4963.646484
	Iteration 3Q: 3 clusters Score -3094037 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -3094353.000000 Penalty: 4963.646484
	Iteration 4Q: 3 clusters Score -3094353 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -3094693.500000 Penalty: 4963.646484
	Iteration 5Q: 3 clusters Score -3094694 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3095142.000000 Penalty: 4963.646484
	Iteration 6Q: 3 clusters Score -3095142 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -3095673.750000 Penalty: 4963.646484
	Iteration 7Q: 3 clusters Score -3095674 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3096351.000000 Penalty: 4963.646484
	Iteration 8Q: 3 clusters Score -3096351 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3097230.250000 Penalty: 4963.646484
	Iteration 9F: 3 clusters Score -3097230 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -3098323.000000 Penalty: 4963.646484
	Iteration 10F: 3 clusters Score -3098323 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3099417.250000 Penalty: 4963.646484
	Iteration 11F: 3 clusters Score -3099417 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3100256.000000 Penalty: 4963.646484
	Iteration 12F: 3 clusters Score -3100256 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -3100783.250000 Penalty: 4963.646484
	Iteration 13Q: 3 clusters Score -3100783 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3101060.500000 Penalty: 4963.646484
	Iteration 14Q: 3 clusters Score -3101060 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -3101253.000000 Penalty: 4963.646484
	Iteration 15Q: 3 clusters Score -3101253 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3101416.500000 Penalty: 4963.646484
	Iteration 16Q: 3 clusters Score -3101416 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -3101501.000000 Penalty: 4963.646484
	Iteration 17Q: 3 clusters Score -3101501 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -3101575.000000 Penalty: 4963.646484
	Iteration 18Q: 3 clusters Score -3101575 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -3101648.750000 Penalty: 4963.646484
	Iteration 19Q: 3 clusters Score -3101649 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -3101713.250000 Penalty: 4963.646484
	Iteration 20F: 3 clusters Score -3101713 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -3101764.250000 Penalty: 4963.646484
	Iteration 21Q: 3 clusters Score -3101764 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -3101830.750000 Penalty: 4963.646484
	Iteration 22Q: 3 clusters Score -3101831 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -3101900.500000 Penalty: 4963.646484
	Iteration 23Q: 3 clusters Score -3101900 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3101948.750000 Penalty: 4963.646484
	Iteration 24Q: 3 clusters Score -3101949 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -3101978.750000 Penalty: 4963.646484
	Iteration 25Q: 3 clusters Score -3101979 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -3102010.750000 Penalty: 4963.646484
	Iteration 26Q: 3 clusters Score -3102011 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3102011.750000 Penalty: 4963.646484
	Iteration 27Q: 3 clusters Score -3102012 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -3102023.250000 Penalty: 4963.646484
	Iteration 28Q: 3 clusters Score -3102023 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -3102046.000000 Penalty: 4963.646484
	Iteration 29Q: 3 clusters Score -3102046 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -3102057.250000 Penalty: 4963.646484
	Iteration 30Q: 3 clusters Score -3102057 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -3102075.500000 Penalty: 4963.646484
	Iteration 31Q: 3 clusters Score -3102076 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3102073.000000 Penalty: 4963.646484
	Iteration 32Q: 3 clusters Score -3102073 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3102090.750000 Penalty: 4963.646484
	Iteration 33Q: 3 clusters Score -3102091 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -3102105.250000 Penalty: 4963.646484
	Iteration 34Q: 3 clusters Score -3102105 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -3102115.750000 Penalty: 4963.646484
	Iteration 35Q: 3 clusters Score -3102116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -3102126.250000 Penalty: 4963.646484
	Iteration 36Q: 3 clusters Score -3102126 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -3102130.000000 Penalty: 4963.646484
	Iteration 37Q: 3 clusters Score -3102130 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3102139.500000 Penalty: 4963.646484
	Iteration 38Q: 3 clusters Score -3102140 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3102140.500000 Penalty: 4963.646484
	Iteration 39Q: 3 clusters Score -3102140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -3102139.500000 Penalty: 4963.646484
	Iteration 40F: 3 clusters Score -3102140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -3102153.500000 Penalty: 4963.646484
	Iteration 41Q: 3 clusters Score -3102154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3102156.500000 Penalty: 4963.646484
	Iteration 42Q: 3 clusters Score -3102156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -3102153.750000 Penalty: 4963.646484
	Iteration 43Q: 3 clusters Score -3102154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -3102160.750000 Penalty: 4963.646484
	Iteration 44Q: 3 clusters Score -3102161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -3102159.750000 Penalty: 4963.646484
	Iteration 45Q: 3 clusters Score -3102160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -3102168.250000 Penalty: 4963.646484
	Iteration 46Q: 3 clusters Score -3102168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -3102168.500000 Penalty: 4963.646484
	Iteration 47Q: 3 clusters Score -3102168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3102163.250000 Penalty: 4963.646484
	Iteration 48Q: 3 clusters Score -3102163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -3102165.250000 Penalty: 4963.646484
	Iteration 49Q: 3 clusters Score -3102165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -3102168.250000 Penalty: 4963.646484
	Iteration 50Q: 3 clusters Score -3102168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3102166.250000 Penalty: 4963.646484
	Iteration 51Q: 3 clusters Score -3102166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -3102162.000000 Penalty: 4963.646484
	Iteration 52Q: 3 clusters Score -3102162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3102161.750000 Penalty: 4963.646484
	Iteration 53Q: 3 clusters Score -3102162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3102170.250000 Penalty: 4963.646484
	Iteration 54Q: 3 clusters Score -3102170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -3102175.250000 Penalty: 4963.646484
	Iteration 55Q: 3 clusters Score -3102175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -3102174.500000 Penalty: 4963.646484
	Iteration 56Q: 3 clusters Score -3102174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3102173.500000 Penalty: 4963.646484
	Iteration 57Q: 3 clusters Score -3102174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3102172.250000 Penalty: 4963.646484
	Iteration 58Q: 3 clusters Score -3102172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -3102169.750000 Penalty: 4963.646484
	Iteration 59Q: 3 clusters Score -3102170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -3102168.000000 Penalty: 4963.646484
	Iteration 60F: 3 clusters Score -3102168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -3102168.500000 Penalty: 4963.646484
	Iteration 61Q: 3 clusters Score -3102168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3102168.250000 Penalty: 4963.646484
	Iteration 62Q: 3 clusters Score -3102168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3102168.250000 Penalty: 4963.646484
	Iteration 63F: 3 clusters Score -3102168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -125901.078125 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -125901.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -124026.484375 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -124026.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -124369.359375 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -124369.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -124510.476562 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -124510.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -124650.078125 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -124650.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -124859.812500 Penalty: 3419.756348
	Iteration 4F: 3 clusters Score -124859.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -125232.835938 Penalty: 3419.756348
	Iteration 5F: 3 clusters Score -125232.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -125546.843750 Penalty: 3419.756348
	Iteration 6F: 3 clusters Score -125546.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -125757.687500 Penalty: 3419.756348
	Iteration 7F: 3 clusters Score -125757.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -125908.148438 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -125908.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -126009.429688 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -126009.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -126119.054688 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -126119.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -126148.906250 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -126148.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -126159.992188 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -126160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -126163.429688 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -126163.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -126163.429688 Penalty: 3419.756348
	Iteration 14F: 3 clusters Score -126163.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5145 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135391 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22189 members 
Mstep: Class 8 contains 291 members 
Mstep: Class 9 contains 293655 members 
Mstep: Class 10 contains 60136 members 
Mstep: Class 11 contains 41815 members 
Mstep: Class 12 contains 27262 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42465 members 
Mstep: Class 18 contains 18769 members 
Mstep: Class 19 contains 14540 members 
Mstep: Class 20 contains 107699 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202034 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
Score: -135801184.000000 Penalty: 78787.804688
Splitting cluster 8 changes total score from -135802608.000000 to -135801184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (293655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293655 members 
Entering Unmasked Estep 
Score: -40242224.000000 Penalty: 3122.360107
	Iteration 0F: 2 clusters Score -4.024222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146600 members 
Mstep: Class 2 contains 147055 members 
Entering Unmasked Estep 
Score: -40067864.000000 Penalty: 6244.720215
	Iteration 0F: 3 clusters Score -4.006786e+07 nChanged 142380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142122 members 
Mstep: Class 2 contains 151533 members 
Entering Unmasked Estep 
Score: -40151840.000000 Penalty: 6244.720215
	Iteration 1F: 3 clusters Score -4.015184e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138787 members 
Mstep: Class 2 contains 154868 members 
Entering Unmasked Estep 
Score: -40153212.000000 Penalty: 6244.720215
	Iteration 2Q: 3 clusters Score -4.015321e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133584 members 
Mstep: Class 2 contains 160071 members 
Entering Unmasked Estep 
Score: -40155400.000000 Penalty: 6244.720215
	Iteration 3Q: 3 clusters Score -4.01554e+07 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125382 members 
Mstep: Class 2 contains 168273 members 
Entering Unmasked Estep 
Score: -40158972.000000 Penalty: 6244.720215
	Iteration 4Q: 3 clusters Score -4.015897e+07 nChanged 14085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113011 members 
Mstep: Class 2 contains 180644 members 
Entering Unmasked Estep 
Score: -40165360.000000 Penalty: 6244.720215
	Iteration 5Q: 3 clusters Score -4.016536e+07 nChanged 18987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 198737 members 
Entering Unmasked Estep 
Score: -40176752.000000 Penalty: 6244.720215
	Iteration 6F: 3 clusters Score -4.017675e+07 nChanged 23964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71334 members 
Mstep: Class 2 contains 222321 members 
Entering Unmasked Estep 
Score: -40194484.000000 Penalty: 6244.720215
	Iteration 7F: 3 clusters Score -4.019448e+07 nChanged 25563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 247798 members 
Entering Unmasked Estep 
Score: -40212160.000000 Penalty: 6244.720215
	Iteration 8F: 3 clusters Score -4.021216e+07 nChanged 21369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 269107 members 
Entering Unmasked Estep 
Score: -40225124.000000 Penalty: 6244.720215
	Iteration 9F: 3 clusters Score -4.022512e+07 nChanged 13911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 283014 members 
Entering Unmasked Estep 
Score: -40232976.000000 Penalty: 6244.720215
	Iteration 10Q: 3 clusters Score -4.023298e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 289792 members 
Entering Unmasked Estep 
Score: -40236300.000000 Penalty: 6244.720215
	Iteration 11Q: 3 clusters Score -4.02363e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 292101 members 
Entering Unmasked Estep 
Score: -40238172.000000 Penalty: 6244.720215
	Iteration 12Q: 3 clusters Score -4.023817e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 292774 members 
Entering Unmasked Estep 
Score: -40238872.000000 Penalty: 6244.720215
	Iteration 13Q: 3 clusters Score -4.023887e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 292988 members 
Entering Unmasked Estep 
Score: -40239160.000000 Penalty: 6244.720215
	Iteration 14Q: 3 clusters Score -4.023916e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 293095 members 
Entering Unmasked Estep 
Score: -40239304.000000 Penalty: 6244.720215
	Iteration 15Q: 3 clusters Score -4.02393e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 293135 members 
Entering Unmasked Estep 
Score: -40239384.000000 Penalty: 6244.720215
	Iteration 16Q: 3 clusters Score -4.023938e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 293151 members 
Entering Unmasked Estep 
Score: -40239392.000000 Penalty: 6244.720215
	Iteration 17Q: 3 clusters Score -4.023939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 293157 members 
Entering Unmasked Estep 
Score: -40239412.000000 Penalty: 6244.720215
	Iteration 18Q: 3 clusters Score -4.023941e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 293163 members 
Entering Unmasked Estep 
Score: -40239396.000000 Penalty: 6244.720215
	Iteration 19Q: 3 clusters Score -4.02394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 293170 members 
Entering Unmasked Estep 
Score: -40239448.000000 Penalty: 6244.720215
	Iteration 20F: 3 clusters Score -4.023945e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 293179 members 
Entering Unmasked Estep 
Score: -40239440.000000 Penalty: 6244.720215
	Iteration 21Q: 3 clusters Score -4.023944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 293181 members 
Entering Unmasked Estep 
Score: -40239464.000000 Penalty: 6244.720215
	Iteration 22Q: 3 clusters Score -4.023946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 293184 members 
Entering Unmasked Estep 
Score: -40239480.000000 Penalty: 6244.720215
	Iteration 23Q: 3 clusters Score -4.023948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 293184 members 
Entering Unmasked Estep 
Score: -40239488.000000 Penalty: 6244.720215
	Iteration 24Q: 3 clusters Score -4.023949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 293184 members 
Entering Unmasked Estep 
Score: -40239500.000000 Penalty: 6244.720215
	Iteration 25Q: 3 clusters Score -4.02395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 293184 members 
Entering Unmasked Estep 
Score: -40239504.000000 Penalty: 6244.720215
	Iteration 26Q: 3 clusters Score -4.02395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 293186 members 
Entering Unmasked Estep 
Score: -40239480.000000 Penalty: 6244.720215
	Iteration 27Q: 3 clusters Score -4.023948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 293188 members 
Entering Unmasked Estep 
Score: -40239492.000000 Penalty: 6244.720215
	Iteration 28Q: 3 clusters Score -4.023949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 293188 members 
Entering Unmasked Estep 
Score: -40239492.000000 Penalty: 6244.720215
	Iteration 29F: 3 clusters Score -4.023949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (60136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Entering Unmasked Estep 
Score: -8416166.000000 Penalty: 2729.082275
	Iteration 0F: 2 clusters Score -8416166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -8376003.500000 Penalty: 5458.164551
	Iteration 0F: 3 clusters Score -8376004 nChanged 27885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -8391616.000000 Penalty: 5458.164551
	Iteration 1F: 3 clusters Score -8391616 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -8392492.000000 Penalty: 5458.164551
	Iteration 2Q: 3 clusters Score -8392492 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -8393569.000000 Penalty: 5458.164551
	Iteration 3Q: 3 clusters Score -8393569 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -8395271.000000 Penalty: 5458.164551
	Iteration 4F: 3 clusters Score -8395271 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -8397997.000000 Penalty: 5458.164551
	Iteration 5F: 3 clusters Score -8397997 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -8401882.000000 Penalty: 5458.164551
	Iteration 6F: 3 clusters Score -8401882 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -8406749.000000 Penalty: 5458.164551
	Iteration 7F: 3 clusters Score -8406749 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -8410706.000000 Penalty: 5458.164551
	Iteration 8F: 3 clusters Score -8410706 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -8412587.000000 Penalty: 5458.164551
	Iteration 9Q: 3 clusters Score -8412587 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -8413346.000000 Penalty: 5458.164551
	Iteration 10Q: 3 clusters Score -8413346 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 59722 members 
Entering Unmasked Estep 
Score: -8413603.000000 Penalty: 5458.164551
	Iteration 11Q: 3 clusters Score -8413603 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -8413730.000000 Penalty: 5458.164551
	Iteration 12Q: 3 clusters Score -8413730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -8413791.000000 Penalty: 5458.164551
	Iteration 13Q: 3 clusters Score -8413791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -8413835.000000 Penalty: 5458.164551
	Iteration 14Q: 3 clusters Score -8413835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -8413850.000000 Penalty: 5458.164551
	Iteration 15Q: 3 clusters Score -8413850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -8413865.000000 Penalty: 5458.164551
	Iteration 16Q: 3 clusters Score -8413865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 59849 members 
Entering Unmasked Estep 
Score: -8413882.000000 Penalty: 5458.164551
	Iteration 17Q: 3 clusters Score -8413882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 59850 members 
Entering Unmasked Estep 
Score: -8413891.000000 Penalty: 5458.164551
	Iteration 18Q: 3 clusters Score -8413891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 59849 members 
Entering Unmasked Estep 
Score: -8413894.000000 Penalty: 5458.164551
	Iteration 19Q: 3 clusters Score -8413894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -8413902.000000 Penalty: 5458.164551
	Iteration 20F: 3 clusters Score -8413902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -8413902.000000 Penalty: 5458.164551
	Iteration 21Q: 3 clusters Score -8413902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -8413903.000000 Penalty: 5458.164551
	Iteration 22Q: 3 clusters Score -8413903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -8413903.000000 Penalty: 5458.164551
	Iteration 23F: 3 clusters Score -8413903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Entering Unmasked Estep 
Score: -5651831.500000 Penalty: 2638.970459
	Iteration 0F: 2 clusters Score -5651832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -5623708.500000 Penalty: 5277.940918
	Iteration 0F: 3 clusters Score -5623708 nChanged 18974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -5633862.000000 Penalty: 5277.940918
	Iteration 1F: 3 clusters Score -5633862 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -5634378.000000 Penalty: 5277.940918
	Iteration 2Q: 3 clusters Score -5634378 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -5634941.500000 Penalty: 5277.940918
	Iteration 3Q: 3 clusters Score -5634942 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -5635719.000000 Penalty: 5277.940918
	Iteration 4Q: 3 clusters Score -5635719 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -5636747.500000 Penalty: 5277.940918
	Iteration 5F: 3 clusters Score -5636748 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -5638195.500000 Penalty: 5277.940918
	Iteration 6F: 3 clusters Score -5638196 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -5640185.000000 Penalty: 5277.940918
	Iteration 7F: 3 clusters Score -5640185 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -5642619.000000 Penalty: 5277.940918
	Iteration 8F: 3 clusters Score -5642619 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -5645096.500000 Penalty: 5277.940918
	Iteration 9F: 3 clusters Score -5645096 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -5647150.000000 Penalty: 5277.940918
	Iteration 10F: 3 clusters Score -5647150 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -5648478.000000 Penalty: 5277.940918
	Iteration 11Q: 3 clusters Score -5648478 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -5649049.000000 Penalty: 5277.940918
	Iteration 12Q: 3 clusters Score -5649049 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -5649268.500000 Penalty: 5277.940918
	Iteration 13Q: 3 clusters Score -5649268 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -5649360.500000 Penalty: 5277.940918
	Iteration 14Q: 3 clusters Score -5649360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -5649440.000000 Penalty: 5277.940918
	Iteration 15Q: 3 clusters Score -5649440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -5649478.500000 Penalty: 5277.940918
	Iteration 16Q: 3 clusters Score -5649478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -5649513.000000 Penalty: 5277.940918
	Iteration 17Q: 3 clusters Score -5649513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -5649521.500000 Penalty: 5277.940918
	Iteration 18Q: 3 clusters Score -5649522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -5649522.000000 Penalty: 5277.940918
	Iteration 19Q: 3 clusters Score -5649522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -5649530.000000 Penalty: 5277.940918
	Iteration 20F: 3 clusters Score -5649530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -5649538.500000 Penalty: 5277.940918
	Iteration 21Q: 3 clusters Score -5649538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -5649538.000000 Penalty: 5277.940918
	Iteration 22Q: 3 clusters Score -5649538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -5649541.500000 Penalty: 5277.940918
	Iteration 23Q: 3 clusters Score -5649542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -5649541.500000 Penalty: 5277.940918
	Iteration 24F: 3 clusters Score -5649542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -3816847.500000 Penalty: 2532.885742
	Iteration 0F: 2 clusters Score -3816848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3798215.000000 Penalty: 5065.771484
	Iteration 0F: 3 clusters Score -3798215 nChanged 12113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3804857.250000 Penalty: 5065.771484
	Iteration 1F: 3 clusters Score -3804857 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3805408.750000 Penalty: 5065.771484
	Iteration 2F: 3 clusters Score -3805409 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3805875.250000 Penalty: 5065.771484
	Iteration 3Q: 3 clusters Score -3805875 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3806381.750000 Penalty: 5065.771484
	Iteration 4Q: 3 clusters Score -3806382 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -3806941.000000 Penalty: 5065.771484
	Iteration 5Q: 3 clusters Score -3806941 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -3807673.250000 Penalty: 5065.771484
	Iteration 6Q: 3 clusters Score -3807673 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -3808677.000000 Penalty: 5065.771484
	Iteration 7F: 3 clusters Score -3808677 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -3809856.750000 Penalty: 5065.771484
	Iteration 8F: 3 clusters Score -3809857 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -3811060.000000 Penalty: 5065.771484
	Iteration 9F: 3 clusters Score -3811060 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -3811985.750000 Penalty: 5065.771484
	Iteration 10F: 3 clusters Score -3811986 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -3812538.500000 Penalty: 5065.771484
	Iteration 11Q: 3 clusters Score -3812538 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -3812827.000000 Penalty: 5065.771484
	Iteration 12Q: 3 clusters Score -3812827 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -3813018.500000 Penalty: 5065.771484
	Iteration 13Q: 3 clusters Score -3813018 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3813177.250000 Penalty: 5065.771484
	Iteration 14Q: 3 clusters Score -3813177 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3813305.000000 Penalty: 5065.771484
	Iteration 15Q: 3 clusters Score -3813305 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -3813393.250000 Penalty: 5065.771484
	Iteration 16Q: 3 clusters Score -3813393 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3813464.750000 Penalty: 5065.771484
	Iteration 17Q: 3 clusters Score -3813465 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3813554.750000 Penalty: 5065.771484
	Iteration 18Q: 3 clusters Score -3813555 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -3813631.000000 Penalty: 5065.771484
	Iteration 19Q: 3 clusters Score -3813631 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -3813684.500000 Penalty: 5065.771484
	Iteration 20F: 3 clusters Score -3813684 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -3813732.500000 Penalty: 5065.771484
	Iteration 21Q: 3 clusters Score -3813732 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -3813787.000000 Penalty: 5065.771484
	Iteration 22Q: 3 clusters Score -3813787 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3813817.500000 Penalty: 5065.771484
	Iteration 23Q: 3 clusters Score -3813818 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -3813861.000000 Penalty: 5065.771484
	Iteration 24Q: 3 clusters Score -3813861 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -3813894.750000 Penalty: 5065.771484
	Iteration 25Q: 3 clusters Score -3813895 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -3813918.000000 Penalty: 5065.771484
	Iteration 26Q: 3 clusters Score -3813918 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3813955.250000 Penalty: 5065.771484
	Iteration 27Q: 3 clusters Score -3813955 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -3813970.250000 Penalty: 5065.771484
	Iteration 28Q: 3 clusters Score -3813970 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -3814003.250000 Penalty: 5065.771484
	Iteration 29Q: 3 clusters Score -3814003 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -3814022.000000 Penalty: 5065.771484
	Iteration 30Q: 3 clusters Score -3814022 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -3814042.500000 Penalty: 5065.771484
	Iteration 31Q: 3 clusters Score -3814042 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -3814065.500000 Penalty: 5065.771484
	Iteration 32Q: 3 clusters Score -3814066 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -3814074.000000 Penalty: 5065.771484
	Iteration 33Q: 3 clusters Score -3814074 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3814088.500000 Penalty: 5065.771484
	Iteration 34Q: 3 clusters Score -3814088 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -3814114.250000 Penalty: 5065.771484
	Iteration 35Q: 3 clusters Score -3814114 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -3814131.250000 Penalty: 5065.771484
	Iteration 36Q: 3 clusters Score -3814131 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -3814148.250000 Penalty: 5065.771484
	Iteration 37Q: 3 clusters Score -3814148 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3814185.250000 Penalty: 5065.771484
	Iteration 38Q: 3 clusters Score -3814185 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3814202.000000 Penalty: 5065.771484
	Iteration 39Q: 3 clusters Score -3814202 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -3814220.750000 Penalty: 5065.771484
	Iteration 40F: 3 clusters Score -3814221 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -3814244.750000 Penalty: 5065.771484
	Iteration 41Q: 3 clusters Score -3814245 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -3814264.000000 Penalty: 5065.771484
	Iteration 42Q: 3 clusters Score -3814264 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -3814280.000000 Penalty: 5065.771484
	Iteration 43Q: 3 clusters Score -3814280 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -3814295.750000 Penalty: 5065.771484
	Iteration 44Q: 3 clusters Score -3814296 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -3814324.750000 Penalty: 5065.771484
	Iteration 45Q: 3 clusters Score -3814325 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -3814337.500000 Penalty: 5065.771484
	Iteration 46Q: 3 clusters Score -3814338 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -3814361.000000 Penalty: 5065.771484
	Iteration 47Q: 3 clusters Score -3814361 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3814389.000000 Penalty: 5065.771484
	Iteration 48Q: 3 clusters Score -3814389 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3814411.750000 Penalty: 5065.771484
	Iteration 49Q: 3 clusters Score -3814412 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3814447.000000 Penalty: 5065.771484
	Iteration 50Q: 3 clusters Score -3814447 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -3814485.250000 Penalty: 5065.771484
	Iteration 51Q: 3 clusters Score -3814485 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -3814490.750000 Penalty: 5065.771484
	Iteration 52Q: 3 clusters Score -3814491 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3814513.000000 Penalty: 5065.771484
	Iteration 53Q: 3 clusters Score -3814513 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3814534.250000 Penalty: 5065.771484
	Iteration 54Q: 3 clusters Score -3814534 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3814559.000000 Penalty: 5065.771484
	Iteration 55Q: 3 clusters Score -3814559 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -3814590.000000 Penalty: 5065.771484
	Iteration 56Q: 3 clusters Score -3814590 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -3814599.750000 Penalty: 5065.771484
	Iteration 57Q: 3 clusters Score -3814600 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -3814622.750000 Penalty: 5065.771484
	Iteration 58Q: 3 clusters Score -3814623 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3814661.250000 Penalty: 5065.771484
	Iteration 59Q: 3 clusters Score -3814661 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3814692.500000 Penalty: 5065.771484
	Iteration 60F: 3 clusters Score -3814692 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3814731.000000 Penalty: 5065.771484
	Iteration 61Q: 3 clusters Score -3814731 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -3814758.250000 Penalty: 5065.771484
	Iteration 62Q: 3 clusters Score -3814758 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -3814782.000000 Penalty: 5065.771484
	Iteration 63Q: 3 clusters Score -3814782 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -3814802.750000 Penalty: 5065.771484
	Iteration 64Q: 3 clusters Score -3814803 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3814816.250000 Penalty: 5065.771484
	Iteration 65Q: 3 clusters Score -3814816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3814824.250000 Penalty: 5065.771484
	Iteration 66Q: 3 clusters Score -3814824 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3814845.750000 Penalty: 5065.771484
	Iteration 67Q: 3 clusters Score -3814846 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3814876.500000 Penalty: 5065.771484
	Iteration 68Q: 3 clusters Score -3814876 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3814890.750000 Penalty: 5065.771484
	Iteration 69Q: 3 clusters Score -3814891 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -3814907.500000 Penalty: 5065.771484
	Iteration 70Q: 3 clusters Score -3814908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -3814915.000000 Penalty: 5065.771484
	Iteration 71Q: 3 clusters Score -3814915 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3814943.750000 Penalty: 5065.771484
	Iteration 72Q: 3 clusters Score -3814944 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -3814951.000000 Penalty: 5065.771484
	Iteration 73Q: 3 clusters Score -3814951 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -3814963.000000 Penalty: 5065.771484
	Iteration 74Q: 3 clusters Score -3814963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -3814960.250000 Penalty: 5065.771484
	Iteration 75Q: 3 clusters Score -3814960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3814968.500000 Penalty: 5065.771484
	Iteration 76Q: 3 clusters Score -3814968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -3814979.750000 Penalty: 5065.771484
	Iteration 77Q: 3 clusters Score -3814980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3814981.500000 Penalty: 5065.771484
	Iteration 78Q: 3 clusters Score -3814982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -3814986.000000 Penalty: 5065.771484
	Iteration 79Q: 3 clusters Score -3814986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -3814993.750000 Penalty: 5065.771484
	Iteration 80F: 3 clusters Score -3814994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3814997.750000 Penalty: 5065.771484
	Iteration 81Q: 3 clusters Score -3814998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -3815001.250000 Penalty: 5065.771484
	Iteration 82Q: 3 clusters Score -3815001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -3815009.000000 Penalty: 5065.771484
	Iteration 83Q: 3 clusters Score -3815009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -3815010.000000 Penalty: 5065.771484
	Iteration 84Q: 3 clusters Score -3815010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -3815013.000000 Penalty: 5065.771484
	Iteration 85Q: 3 clusters Score -3815013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3815016.500000 Penalty: 5065.771484
	Iteration 86Q: 3 clusters Score -3815016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3815022.500000 Penalty: 5065.771484
	Iteration 87Q: 3 clusters Score -3815022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -3815016.500000 Penalty: 5065.771484
	Iteration 88Q: 3 clusters Score -3815016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -3815018.750000 Penalty: 5065.771484
	Iteration 89Q: 3 clusters Score -3815019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3815020.500000 Penalty: 5065.771484
	Iteration 90Q: 3 clusters Score -3815020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -3815021.500000 Penalty: 5065.771484
	Iteration 91Q: 3 clusters Score -3815022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -3815024.750000 Penalty: 5065.771484
	Iteration 92Q: 3 clusters Score -3815025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -3815027.500000 Penalty: 5065.771484
	Iteration 93Q: 3 clusters Score -3815028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -3815031.250000 Penalty: 5065.771484
	Iteration 94Q: 3 clusters Score -3815031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -3815042.000000 Penalty: 5065.771484
	Iteration 95Q: 3 clusters Score -3815042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -3815049.500000 Penalty: 5065.771484
	Iteration 96Q: 3 clusters Score -3815050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -3815044.500000 Penalty: 5065.771484
	Iteration 97Q: 3 clusters Score -3815044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -3815045.000000 Penalty: 5065.771484
	Iteration 98Q: 3 clusters Score -3815045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -3815057.000000 Penalty: 5065.771484
	Iteration 99Q: 3 clusters Score -3815057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -3815051.750000 Penalty: 5065.771484
	Iteration 100F: 3 clusters Score -3815052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -3815059.500000 Penalty: 5065.771484
	Iteration 101Q: 3 clusters Score -3815060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3815060.750000 Penalty: 5065.771484
	Iteration 102Q: 3 clusters Score -3815061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3815066.250000 Penalty: 5065.771484
	Iteration 103Q: 3 clusters Score -3815066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -3815066.000000 Penalty: 5065.771484
	Iteration 104Q: 3 clusters Score -3815066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -3815068.000000 Penalty: 5065.771484
	Iteration 105Q: 3 clusters Score -3815068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -3815062.250000 Penalty: 5065.771484
	Iteration 106Q: 3 clusters Score -3815062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -3815065.250000 Penalty: 5065.771484
	Iteration 107Q: 3 clusters Score -3815065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -3815061.500000 Penalty: 5065.771484
	Iteration 108Q: 3 clusters Score -3815062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -3815063.000000 Penalty: 5065.771484
	Iteration 109Q: 3 clusters Score -3815063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3815068.250000 Penalty: 5065.771484
	Iteration 110Q: 3 clusters Score -3815068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -3815072.750000 Penalty: 5065.771484
	Iteration 111Q: 3 clusters Score -3815073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3815075.000000 Penalty: 5065.771484
	Iteration 112Q: 3 clusters Score -3815075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -3815074.250000 Penalty: 5065.771484
	Iteration 113Q: 3 clusters Score -3815074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -3815073.000000 Penalty: 5065.771484
	Iteration 114Q: 3 clusters Score -3815073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -3815075.250000 Penalty: 5065.771484
	Iteration 115Q: 3 clusters Score -3815075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -3815074.750000 Penalty: 5065.771484
	Iteration 116Q: 3 clusters Score -3815075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -3815075.000000 Penalty: 5065.771484
	Iteration 117Q: 3 clusters Score -3815075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -3815076.500000 Penalty: 5065.771484
	Iteration 118Q: 3 clusters Score -3815076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -3815076.750000 Penalty: 5065.771484
	Iteration 119Q: 3 clusters Score -3815077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3815080.000000 Penalty: 5065.771484
	Iteration 120F: 3 clusters Score -3815080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -3815084.000000 Penalty: 5065.771484
	Iteration 121Q: 3 clusters Score -3815084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -3815086.250000 Penalty: 5065.771484
	Iteration 122Q: 3 clusters Score -3815086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3815089.750000 Penalty: 5065.771484
	Iteration 123Q: 3 clusters Score -3815090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3815089.750000 Penalty: 5065.771484
	Iteration 124Q: 3 clusters Score -3815090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3815089.750000 Penalty: 5065.771484
	Iteration 125F: 3 clusters Score -3815090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -76194.367188 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -76194.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74644.328125 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -74644.33 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75141.250000 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -75141.25 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -75496.867188 Penalty: 3190.738281
	Iteration 2F: 3 clusters Score -75496.87 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -75835.023438 Penalty: 3190.738281
	Iteration 3F: 3 clusters Score -75835.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76152.929688 Penalty: 3190.738281
	Iteration 4Q: 3 clusters Score -76152.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -76213.156250 Penalty: 3190.738281
	Iteration 5Q: 3 clusters Score -76213.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -76239.929688 Penalty: 3190.738281
	Iteration 6Q: 3 clusters Score -76239.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76256.125000 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -76256.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76266.039062 Penalty: 3190.738281
	Iteration 8Q: 3 clusters Score -76266.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76268.351562 Penalty: 3190.738281
	Iteration 9Q: 3 clusters Score -76268.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76268.351562 Penalty: 3190.738281
	Iteration 10F: 3 clusters Score -76268.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5145 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135391 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22189 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293655 members 
Mstep: Class 10 contains 60136 members 
Mstep: Class 11 contains 41815 members 
Mstep: Class 12 contains 27262 members 
Mstep: Class 13 contains 253 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42465 members 
Mstep: Class 18 contains 18769 members 
Mstep: Class 19 contains 14540 members 
Mstep: Class 20 contains 107699 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202034 members 
Mstep: Class 23 contains 369 members 
Entering Unmasked Estep 
Score: -135801248.000000 Penalty: 78787.804688
Splitting cluster 13 changes total score from -135802608.000000 to -135801248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -35061.003906 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -35061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33886.359375 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -33886.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34062.835938 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -34062.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34108.988281 Penalty: 2832.371582
	Iteration 2Q: 3 clusters Score -34108.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34165.902344 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -34165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34183.710938 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -34183.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34213.089844 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -34213.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34222.968750 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -34222.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34260.812500 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -34260.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34279.261719 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -34279.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34379.515625 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -34379.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34427.398438 Penalty: 2832.371582
	Iteration 10Q: 3 clusters Score -34427.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34524.390625 Penalty: 2832.371582
	Iteration 11Q: 3 clusters Score -34524.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34616.953125 Penalty: 2832.371582
	Iteration 12Q: 3 clusters Score -34616.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34653.351562 Penalty: 2832.371582
	Iteration 13Q: 3 clusters Score -34653.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34726.859375 Penalty: 2832.371582
	Iteration 14Q: 3 clusters Score -34726.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34792.339844 Penalty: 2832.371582
	Iteration 15Q: 3 clusters Score -34792.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34825.164062 Penalty: 2832.371582
	Iteration 16Q: 3 clusters Score -34825.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34825.164062 Penalty: 2832.371582
	Iteration 17F: 3 clusters Score -34825.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Entering Unmasked Estep 
Score: -576857.937500 Penalty: 2079.770996
	Iteration 0F: 2 clusters Score -576857.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -572768.625000 Penalty: 4159.541992
	Iteration 0F: 3 clusters Score -572768.6 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -573915.437500 Penalty: 4159.541992
	Iteration 1F: 3 clusters Score -573915.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -574269.750000 Penalty: 4159.541992
	Iteration 2F: 3 clusters Score -574269.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -574528.375000 Penalty: 4159.541992
	Iteration 3F: 3 clusters Score -574528.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -574722.937500 Penalty: 4159.541992
	Iteration 4F: 3 clusters Score -574722.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -574862.375000 Penalty: 4159.541992
	Iteration 5Q: 3 clusters Score -574862.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -574992.750000 Penalty: 4159.541992
	Iteration 6Q: 3 clusters Score -574992.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -575101.125000 Penalty: 4159.541992
	Iteration 7Q: 3 clusters Score -575101.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -575189.500000 Penalty: 4159.541992
	Iteration 8Q: 3 clusters Score -575189.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -575259.250000 Penalty: 4159.541992
	Iteration 9Q: 3 clusters Score -575259.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -575303.750000 Penalty: 4159.541992
	Iteration 10Q: 3 clusters Score -575303.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -575351.062500 Penalty: 4159.541992
	Iteration 11Q: 3 clusters Score -575351.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -575385.125000 Penalty: 4159.541992
	Iteration 12Q: 3 clusters Score -575385.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -575412.625000 Penalty: 4159.541992
	Iteration 13Q: 3 clusters Score -575412.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -575443.312500 Penalty: 4159.541992
	Iteration 14Q: 3 clusters Score -575443.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -575475.500000 Penalty: 4159.541992
	Iteration 15Q: 3 clusters Score -575475.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -575514.000000 Penalty: 4159.541992
	Iteration 16Q: 3 clusters Score -575514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -575537.187500 Penalty: 4159.541992
	Iteration 17Q: 3 clusters Score -575537.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -575550.625000 Penalty: 4159.541992
	Iteration 18Q: 3 clusters Score -575550.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -575557.437500 Penalty: 4159.541992
	Iteration 19Q: 3 clusters Score -575557.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -575565.562500 Penalty: 4159.541992
	Iteration 20F: 3 clusters Score -575565.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -575570.375000 Penalty: 4159.541992
	Iteration 21Q: 3 clusters Score -575570.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -575603.000000 Penalty: 4159.541992
	Iteration 22Q: 3 clusters Score -575603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -575614.500000 Penalty: 4159.541992
	Iteration 23Q: 3 clusters Score -575614.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -575622.375000 Penalty: 4159.541992
	Iteration 24Q: 3 clusters Score -575622.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -575628.000000 Penalty: 4159.541992
	Iteration 25Q: 3 clusters Score -575628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -575639.062500 Penalty: 4159.541992
	Iteration 26Q: 3 clusters Score -575639.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -575648.250000 Penalty: 4159.541992
	Iteration 27Q: 3 clusters Score -575648.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -575654.625000 Penalty: 4159.541992
	Iteration 28Q: 3 clusters Score -575654.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -575660.937500 Penalty: 4159.541992
	Iteration 29Q: 3 clusters Score -575660.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -575664.875000 Penalty: 4159.541992
	Iteration 30Q: 3 clusters Score -575664.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -575672.000000 Penalty: 4159.541992
	Iteration 31Q: 3 clusters Score -575672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -575677.125000 Penalty: 4159.541992
	Iteration 32Q: 3 clusters Score -575677.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -575682.250000 Penalty: 4159.541992
	Iteration 33Q: 3 clusters Score -575682.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -575687.062500 Penalty: 4159.541992
	Iteration 34Q: 3 clusters Score -575687.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -575690.125000 Penalty: 4159.541992
	Iteration 35Q: 3 clusters Score -575690.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -575694.875000 Penalty: 4159.541992
	Iteration 36Q: 3 clusters Score -575694.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -575700.625000 Penalty: 4159.541992
	Iteration 37Q: 3 clusters Score -575700.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -575702.437500 Penalty: 4159.541992
	Iteration 38Q: 3 clusters Score -575702.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -575707.625000 Penalty: 4159.541992
	Iteration 39Q: 3 clusters Score -575707.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -575708.750000 Penalty: 4159.541992
	Iteration 40F: 3 clusters Score -575708.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -575710.312500 Penalty: 4159.541992
	Iteration 41Q: 3 clusters Score -575710.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -575710.312500 Penalty: 4159.541992
	Iteration 42F: 3 clusters Score -575710.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -145806.171875 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -145806.2 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 556 members 
Entering Unmasked Estep 
Score: -143852.453125 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -143852.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -144178.640625 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -144178.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -144285.343750 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -144285.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -144338.734375 Penalty: 3483.342529
	Iteration 3Q: 3 clusters Score -144338.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -144396.109375 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -144396.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -144449.312500 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -144449.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -144549.562500 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -144549.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -144628.250000 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -144628.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -144753.359375 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -144753.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -144990.640625 Penalty: 3483.342529
	Iteration 9F: 3 clusters Score -144990.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -145197.296875 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -145197.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -145271.984375 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -145272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -145302.484375 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -145302.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -145321.328125 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -145321.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -145332.468750 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -145332.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -145335.015625 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -145335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -145335.015625 Penalty: 3483.342529
	Iteration 16F: 3 clusters Score -145335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Entering Unmasked Estep 
Score: -5746990.500000 Penalty: 2642.795898
	Iteration 0F: 2 clusters Score -5746990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -5718383.500000 Penalty: 5285.591797
	Iteration 0F: 3 clusters Score -5718384 nChanged 19372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -5729242.500000 Penalty: 5285.591797
	Iteration 1F: 3 clusters Score -5729242 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -5729902.000000 Penalty: 5285.591797
	Iteration 2Q: 3 clusters Score -5729902 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -5730620.000000 Penalty: 5285.591797
	Iteration 3Q: 3 clusters Score -5730620 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -5731387.000000 Penalty: 5285.591797
	Iteration 4Q: 3 clusters Score -5731387 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -5732165.000000 Penalty: 5285.591797
	Iteration 5Q: 3 clusters Score -5732165 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -5732991.000000 Penalty: 5285.591797
	Iteration 6Q: 3 clusters Score -5732991 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -5733859.000000 Penalty: 5285.591797
	Iteration 7Q: 3 clusters Score -5733859 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -5734811.500000 Penalty: 5285.591797
	Iteration 8Q: 3 clusters Score -5734812 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -5735843.500000 Penalty: 5285.591797
	Iteration 9Q: 3 clusters Score -5735844 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -5737025.000000 Penalty: 5285.591797
	Iteration 10Q: 3 clusters Score -5737025 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -5738395.500000 Penalty: 5285.591797
	Iteration 11Q: 3 clusters Score -5738396 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -5739799.000000 Penalty: 5285.591797
	Iteration 12Q: 3 clusters Score -5739799 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -5741177.500000 Penalty: 5285.591797
	Iteration 13Q: 3 clusters Score -5741178 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -5742295.500000 Penalty: 5285.591797
	Iteration 14Q: 3 clusters Score -5742296 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -5743147.000000 Penalty: 5285.591797
	Iteration 15Q: 3 clusters Score -5743147 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -5743699.000000 Penalty: 5285.591797
	Iteration 16Q: 3 clusters Score -5743699 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -5744078.500000 Penalty: 5285.591797
	Iteration 17Q: 3 clusters Score -5744078 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -5744326.500000 Penalty: 5285.591797
	Iteration 18Q: 3 clusters Score -5744326 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -5744461.000000 Penalty: 5285.591797
	Iteration 19Q: 3 clusters Score -5744461 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -5744554.000000 Penalty: 5285.591797
	Iteration 20F: 3 clusters Score -5744554 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -5744612.500000 Penalty: 5285.591797
	Iteration 21Q: 3 clusters Score -5744612 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -5744673.500000 Penalty: 5285.591797
	Iteration 22Q: 3 clusters Score -5744674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -5744701.500000 Penalty: 5285.591797
	Iteration 23Q: 3 clusters Score -5744702 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -5744724.000000 Penalty: 5285.591797
	Iteration 24Q: 3 clusters Score -5744724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -5744750.500000 Penalty: 5285.591797
	Iteration 25Q: 3 clusters Score -5744750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -5744753.000000 Penalty: 5285.591797
	Iteration 26Q: 3 clusters Score -5744753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -5744776.500000 Penalty: 5285.591797
	Iteration 27Q: 3 clusters Score -5744776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -5744785.000000 Penalty: 5285.591797
	Iteration 28Q: 3 clusters Score -5744785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -5744783.500000 Penalty: 5285.591797
	Iteration 29Q: 3 clusters Score -5744784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -5744791.000000 Penalty: 5285.591797
	Iteration 30Q: 3 clusters Score -5744791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -5744801.500000 Penalty: 5285.591797
	Iteration 31Q: 3 clusters Score -5744802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -5744804.000000 Penalty: 5285.591797
	Iteration 32Q: 3 clusters Score -5744804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -5744804.000000 Penalty: 5285.591797
	Iteration 33Q: 3 clusters Score -5744804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -5744804.000000 Penalty: 5285.591797
	Iteration 34Q: 3 clusters Score -5744804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -5744804.000000 Penalty: 5285.591797
	Iteration 35Q: 3 clusters Score -5744804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -5744804.000000 Penalty: 5285.591797
	Iteration 36Q: 3 clusters Score -5744804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -5744807.000000 Penalty: 5285.591797
	Iteration 37Q: 3 clusters Score -5744807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -5744810.500000 Penalty: 5285.591797
	Iteration 38Q: 3 clusters Score -5744810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -5744823.500000 Penalty: 5285.591797
	Iteration 39Q: 3 clusters Score -5744824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -5744823.000000 Penalty: 5285.591797
	Iteration 40F: 3 clusters Score -5744823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -5744817.000000 Penalty: 5285.591797
	Iteration 41Q: 3 clusters Score -5744817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -5744817.000000 Penalty: 5285.591797
	Iteration 42Q: 3 clusters Score -5744817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -5744817.000000 Penalty: 5285.591797
	Iteration 43Q: 3 clusters Score -5744817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -5744816.000000 Penalty: 5285.591797
	Iteration 44Q: 3 clusters Score -5744816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -5744820.000000 Penalty: 5285.591797
	Iteration 45Q: 3 clusters Score -5744820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -5744818.500000 Penalty: 5285.591797
	Iteration 46Q: 3 clusters Score -5744818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -5744820.000000 Penalty: 5285.591797
	Iteration 47Q: 3 clusters Score -5744820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -5744826.000000 Penalty: 5285.591797
	Iteration 48Q: 3 clusters Score -5744826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -5744824.000000 Penalty: 5285.591797
	Iteration 49Q: 3 clusters Score -5744824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -5744824.000000 Penalty: 5285.591797
	Iteration 50F: 3 clusters Score -5744824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Entering Unmasked Estep 
Score: -2632493.750000 Penalty: 2440.310547
	Iteration 0F: 2 clusters Score -2632494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2619175.750000 Penalty: 4880.621094
	Iteration 0F: 3 clusters Score -2619176 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2623582.000000 Penalty: 4880.621094
	Iteration 1F: 3 clusters Score -2623582 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2623967.250000 Penalty: 4880.621094
	Iteration 2F: 3 clusters Score -2623967 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2624273.500000 Penalty: 4880.621094
	Iteration 3Q: 3 clusters Score -2624274 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2624648.750000 Penalty: 4880.621094
	Iteration 4Q: 3 clusters Score -2624649 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2625133.000000 Penalty: 4880.621094
	Iteration 5Q: 3 clusters Score -2625133 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2625741.500000 Penalty: 4880.621094
	Iteration 6F: 3 clusters Score -2625742 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2626538.250000 Penalty: 4880.621094
	Iteration 7F: 3 clusters Score -2626538 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2627460.250000 Penalty: 4880.621094
	Iteration 8F: 3 clusters Score -2627460 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2628377.500000 Penalty: 4880.621094
	Iteration 9F: 3 clusters Score -2628378 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2629191.250000 Penalty: 4880.621094
	Iteration 10Q: 3 clusters Score -2629191 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2629720.500000 Penalty: 4880.621094
	Iteration 11Q: 3 clusters Score -2629720 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2630017.250000 Penalty: 4880.621094
	Iteration 12Q: 3 clusters Score -2630017 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2630179.000000 Penalty: 4880.621094
	Iteration 13Q: 3 clusters Score -2630179 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2630285.000000 Penalty: 4880.621094
	Iteration 14Q: 3 clusters Score -2630285 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2630366.750000 Penalty: 4880.621094
	Iteration 15Q: 3 clusters Score -2630367 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2630428.500000 Penalty: 4880.621094
	Iteration 16Q: 3 clusters Score -2630428 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2630481.000000 Penalty: 4880.621094
	Iteration 17Q: 3 clusters Score -2630481 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2630512.000000 Penalty: 4880.621094
	Iteration 18Q: 3 clusters Score -2630512 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2630530.250000 Penalty: 4880.621094
	Iteration 19Q: 3 clusters Score -2630530 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2630553.500000 Penalty: 4880.621094
	Iteration 20F: 3 clusters Score -2630554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2630568.500000 Penalty: 4880.621094
	Iteration 21Q: 3 clusters Score -2630568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2630591.250000 Penalty: 4880.621094
	Iteration 22Q: 3 clusters Score -2630591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2630596.500000 Penalty: 4880.621094
	Iteration 23Q: 3 clusters Score -2630596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2630606.250000 Penalty: 4880.621094
	Iteration 24Q: 3 clusters Score -2630606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2630606.500000 Penalty: 4880.621094
	Iteration 25Q: 3 clusters Score -2630606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2630615.250000 Penalty: 4880.621094
	Iteration 26Q: 3 clusters Score -2630615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2630613.500000 Penalty: 4880.621094
	Iteration 27Q: 3 clusters Score -2630614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2630612.500000 Penalty: 4880.621094
	Iteration 28Q: 3 clusters Score -2630612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2630613.250000 Penalty: 4880.621094
	Iteration 29Q: 3 clusters Score -2630613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2630623.250000 Penalty: 4880.621094
	Iteration 30Q: 3 clusters Score -2630623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2630624.250000 Penalty: 4880.621094
	Iteration 31Q: 3 clusters Score -2630624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2630628.250000 Penalty: 4880.621094
	Iteration 32Q: 3 clusters Score -2630628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2630632.000000 Penalty: 4880.621094
	Iteration 33Q: 3 clusters Score -2630632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2630635.500000 Penalty: 4880.621094
	Iteration 34Q: 3 clusters Score -2630636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2630647.750000 Penalty: 4880.621094
	Iteration 35Q: 3 clusters Score -2630648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2630648.000000 Penalty: 4880.621094
	Iteration 36Q: 3 clusters Score -2630648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2630649.250000 Penalty: 4880.621094
	Iteration 37Q: 3 clusters Score -2630649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2630650.250000 Penalty: 4880.621094
	Iteration 38Q: 3 clusters Score -2630650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2630655.500000 Penalty: 4880.621094
	Iteration 39Q: 3 clusters Score -2630656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2630651.750000 Penalty: 4880.621094
	Iteration 40F: 3 clusters Score -2630652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2630651.250000 Penalty: 4880.621094
	Iteration 41Q: 3 clusters Score -2630651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2630655.000000 Penalty: 4880.621094
	Iteration 42Q: 3 clusters Score -2630655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2630654.500000 Penalty: 4880.621094
	Iteration 43Q: 3 clusters Score -2630654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2630654.500000 Penalty: 4880.621094
	Iteration 44F: 3 clusters Score -2630654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Entering Unmasked Estep 
Score: -1936133.375000 Penalty: 2376.995361
	Iteration 0F: 2 clusters Score -1936133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1925538.000000 Penalty: 4753.990723
	Iteration 0F: 3 clusters Score -1925538 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1928905.000000 Penalty: 4753.990723
	Iteration 1F: 3 clusters Score -1928905 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1929366.250000 Penalty: 4753.990723
	Iteration 2F: 3 clusters Score -1929366 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1929843.875000 Penalty: 4753.990723
	Iteration 3F: 3 clusters Score -1929844 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1930397.125000 Penalty: 4753.990723
	Iteration 4F: 3 clusters Score -1930397 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1931105.625000 Penalty: 4753.990723
	Iteration 5F: 3 clusters Score -1931106 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1931830.625000 Penalty: 4753.990723
	Iteration 6F: 3 clusters Score -1931831 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1932494.000000 Penalty: 4753.990723
	Iteration 7F: 3 clusters Score -1932494 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1933070.375000 Penalty: 4753.990723
	Iteration 8F: 3 clusters Score -1933070 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1933537.750000 Penalty: 4753.990723
	Iteration 9Q: 3 clusters Score -1933538 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1933856.125000 Penalty: 4753.990723
	Iteration 10Q: 3 clusters Score -1933856 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1934049.375000 Penalty: 4753.990723
	Iteration 11Q: 3 clusters Score -1934049 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1934207.000000 Penalty: 4753.990723
	Iteration 12Q: 3 clusters Score -1934207 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1934305.375000 Penalty: 4753.990723
	Iteration 13Q: 3 clusters Score -1934305 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1934389.125000 Penalty: 4753.990723
	Iteration 14Q: 3 clusters Score -1934389 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1934481.500000 Penalty: 4753.990723
	Iteration 15Q: 3 clusters Score -1934482 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1934569.250000 Penalty: 4753.990723
	Iteration 16Q: 3 clusters Score -1934569 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1934660.000000 Penalty: 4753.990723
	Iteration 17Q: 3 clusters Score -1934660 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1934761.125000 Penalty: 4753.990723
	Iteration 18Q: 3 clusters Score -1934761 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1934853.875000 Penalty: 4753.990723
	Iteration 19Q: 3 clusters Score -1934854 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1934932.125000 Penalty: 4753.990723
	Iteration 20F: 3 clusters Score -1934932 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1934991.250000 Penalty: 4753.990723
	Iteration 21Q: 3 clusters Score -1934991 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1935042.125000 Penalty: 4753.990723
	Iteration 22Q: 3 clusters Score -1935042 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1935082.250000 Penalty: 4753.990723
	Iteration 23Q: 3 clusters Score -1935082 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1935113.125000 Penalty: 4753.990723
	Iteration 24Q: 3 clusters Score -1935113 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1935125.250000 Penalty: 4753.990723
	Iteration 25Q: 3 clusters Score -1935125 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1935135.625000 Penalty: 4753.990723
	Iteration 26Q: 3 clusters Score -1935136 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1935145.250000 Penalty: 4753.990723
	Iteration 27Q: 3 clusters Score -1935145 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1935160.750000 Penalty: 4753.990723
	Iteration 28Q: 3 clusters Score -1935161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1935167.625000 Penalty: 4753.990723
	Iteration 29Q: 3 clusters Score -1935168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1935172.500000 Penalty: 4753.990723
	Iteration 30Q: 3 clusters Score -1935172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1935175.500000 Penalty: 4753.990723
	Iteration 31Q: 3 clusters Score -1935176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1935178.875000 Penalty: 4753.990723
	Iteration 32Q: 3 clusters Score -1935179 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1935179.875000 Penalty: 4753.990723
	Iteration 33Q: 3 clusters Score -1935180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1935186.250000 Penalty: 4753.990723
	Iteration 34Q: 3 clusters Score -1935186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1935191.750000 Penalty: 4753.990723
	Iteration 35Q: 3 clusters Score -1935192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1935189.625000 Penalty: 4753.990723
	Iteration 36Q: 3 clusters Score -1935190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1935197.875000 Penalty: 4753.990723
	Iteration 37Q: 3 clusters Score -1935198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1935197.000000 Penalty: 4753.990723
	Iteration 38Q: 3 clusters Score -1935197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1935204.750000 Penalty: 4753.990723
	Iteration 39Q: 3 clusters Score -1935205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1935205.875000 Penalty: 4753.990723
	Iteration 40F: 3 clusters Score -1935206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1935206.125000 Penalty: 4753.990723
	Iteration 41Q: 3 clusters Score -1935206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1935203.625000 Penalty: 4753.990723
	Iteration 42Q: 3 clusters Score -1935204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1935204.250000 Penalty: 4753.990723
	Iteration 43Q: 3 clusters Score -1935204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1935204.375000 Penalty: 4753.990723
	Iteration 44Q: 3 clusters Score -1935204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1935203.625000 Penalty: 4753.990723
	Iteration 45Q: 3 clusters Score -1935204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1935209.375000 Penalty: 4753.990723
	Iteration 46Q: 3 clusters Score -1935209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1935209.000000 Penalty: 4753.990723
	Iteration 47Q: 3 clusters Score -1935209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1935205.250000 Penalty: 4753.990723
	Iteration 48Q: 3 clusters Score -1935205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1935206.625000 Penalty: 4753.990723
	Iteration 49Q: 3 clusters Score -1935207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1935207.125000 Penalty: 4753.990723
	Iteration 50Q: 3 clusters Score -1935207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1935211.750000 Penalty: 4753.990723
	Iteration 51Q: 3 clusters Score -1935212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1935213.625000 Penalty: 4753.990723
	Iteration 52Q: 3 clusters Score -1935214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1935211.250000 Penalty: 4753.990723
	Iteration 53Q: 3 clusters Score -1935211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1935212.750000 Penalty: 4753.990723
	Iteration 54Q: 3 clusters Score -1935213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1935209.625000 Penalty: 4753.990723
	Iteration 55Q: 3 clusters Score -1935210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1935210.000000 Penalty: 4753.990723
	Iteration 56Q: 3 clusters Score -1935210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1935208.125000 Penalty: 4753.990723
	Iteration 57Q: 3 clusters Score -1935208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1935212.875000 Penalty: 4753.990723
	Iteration 58Q: 3 clusters Score -1935213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1935214.625000 Penalty: 4753.990723
	Iteration 59Q: 3 clusters Score -1935215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1935217.875000 Penalty: 4753.990723
	Iteration 60F: 3 clusters Score -1935218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1935221.500000 Penalty: 4753.990723
	Iteration 61Q: 3 clusters Score -1935222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1935223.625000 Penalty: 4753.990723
	Iteration 62Q: 3 clusters Score -1935224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1935220.875000 Penalty: 4753.990723
	Iteration 63Q: 3 clusters Score -1935221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1935224.125000 Penalty: 4753.990723
	Iteration 64Q: 3 clusters Score -1935224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1935223.750000 Penalty: 4753.990723
	Iteration 65Q: 3 clusters Score -1935224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1935224.125000 Penalty: 4753.990723
	Iteration 66Q: 3 clusters Score -1935224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1935223.250000 Penalty: 4753.990723
	Iteration 67Q: 3 clusters Score -1935223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1935226.125000 Penalty: 4753.990723
	Iteration 68Q: 3 clusters Score -1935226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1935225.000000 Penalty: 4753.990723
	Iteration 69Q: 3 clusters Score -1935225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1935224.875000 Penalty: 4753.990723
	Iteration 70Q: 3 clusters Score -1935225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1935224.000000 Penalty: 4753.990723
	Iteration 71Q: 3 clusters Score -1935224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1935224.750000 Penalty: 4753.990723
	Iteration 72Q: 3 clusters Score -1935225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1935223.500000 Penalty: 4753.990723
	Iteration 73Q: 3 clusters Score -1935224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1935227.625000 Penalty: 4753.990723
	Iteration 74Q: 3 clusters Score -1935228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1935230.375000 Penalty: 4753.990723
	Iteration 75Q: 3 clusters Score -1935230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1935230.750000 Penalty: 4753.990723
	Iteration 76Q: 3 clusters Score -1935231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1935227.625000 Penalty: 4753.990723
	Iteration 77Q: 3 clusters Score -1935228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1935227.625000 Penalty: 4753.990723
	Iteration 78F: 3 clusters Score -1935228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (107699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107699 members 
Entering Unmasked Estep 
Score: -15019236.000000 Penalty: 2873.599609
	Iteration 0F: 2 clusters Score -1.501924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -14947180.000000 Penalty: 5747.199219
	Iteration 0F: 3 clusters Score -1.494718e+07 nChanged 51051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -14976394.000000 Penalty: 5747.199219
	Iteration 1F: 3 clusters Score -1.497639e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55959 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -14976941.000000 Penalty: 5747.199219
	Iteration 2Q: 3 clusters Score -1.497694e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -14977806.000000 Penalty: 5747.199219
	Iteration 3Q: 3 clusters Score -1.497781e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -14979017.000000 Penalty: 5747.199219
	Iteration 4Q: 3 clusters Score -1.497902e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61850 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -14980852.000000 Penalty: 5747.199219
	Iteration 5Q: 3 clusters Score -1.498085e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65736 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -14984081.000000 Penalty: 5747.199219
	Iteration 6F: 3 clusters Score -1.498408e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70976 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -14989762.000000 Penalty: 5747.199219
	Iteration 7F: 3 clusters Score -1.498976e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77386 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -14997225.000000 Penalty: 5747.199219
	Iteration 8F: 3 clusters Score -1.499722e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83334 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -15004605.000000 Penalty: 5747.199219
	Iteration 9F: 3 clusters Score -1.50046e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87582 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -15010505.000000 Penalty: 5747.199219
	Iteration 10F: 3 clusters Score -1.50105e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90080 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -15013904.000000 Penalty: 5747.199219
	Iteration 11Q: 3 clusters Score -1.50139e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -15015599.000000 Penalty: 5747.199219
	Iteration 12Q: 3 clusters Score -1.50156e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92600 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -15016477.000000 Penalty: 5747.199219
	Iteration 13Q: 3 clusters Score -1.501648e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93404 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -15017083.000000 Penalty: 5747.199219
	Iteration 14Q: 3 clusters Score -1.501708e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94056 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -15017530.000000 Penalty: 5747.199219
	Iteration 15Q: 3 clusters Score -1.501753e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94583 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -15017726.000000 Penalty: 5747.199219
	Iteration 16Q: 3 clusters Score -1.501773e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95049 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -15017895.000000 Penalty: 5747.199219
	Iteration 17Q: 3 clusters Score -1.50179e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95446 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -15018016.000000 Penalty: 5747.199219
	Iteration 18Q: 3 clusters Score -1.501802e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95804 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -15018086.000000 Penalty: 5747.199219
	Iteration 19Q: 3 clusters Score -1.501809e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96137 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -15018135.000000 Penalty: 5747.199219
	Iteration 20F: 3 clusters Score -1.501814e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96427 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -15018223.000000 Penalty: 5747.199219
	Iteration 21Q: 3 clusters Score -1.501822e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96679 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -15018294.000000 Penalty: 5747.199219
	Iteration 22Q: 3 clusters Score -1.501829e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96909 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -15018286.000000 Penalty: 5747.199219
	Iteration 23Q: 3 clusters Score -1.501829e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97121 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -15018374.000000 Penalty: 5747.199219
	Iteration 24Q: 3 clusters Score -1.501837e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97340 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -15018449.000000 Penalty: 5747.199219
	Iteration 25Q: 3 clusters Score -1.501845e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97565 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -15018477.000000 Penalty: 5747.199219
	Iteration 26Q: 3 clusters Score -1.501848e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97769 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -15018478.000000 Penalty: 5747.199219
	Iteration 27Q: 3 clusters Score -1.501848e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97947 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -15018494.000000 Penalty: 5747.199219
	Iteration 28Q: 3 clusters Score -1.501849e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98116 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -15018512.000000 Penalty: 5747.199219
	Iteration 29Q: 3 clusters Score -1.501851e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -15018505.000000 Penalty: 5747.199219
	Iteration 30Q: 3 clusters Score -1.50185e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98378 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -15018516.000000 Penalty: 5747.199219
	Iteration 31Q: 3 clusters Score -1.501852e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98508 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -15018522.000000 Penalty: 5747.199219
	Iteration 32Q: 3 clusters Score -1.501852e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98650 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -15018518.000000 Penalty: 5747.199219
	Iteration 33Q: 3 clusters Score -1.501852e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98775 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -15018526.000000 Penalty: 5747.199219
	Iteration 34Q: 3 clusters Score -1.501853e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98893 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -15018532.000000 Penalty: 5747.199219
	Iteration 35Q: 3 clusters Score -1.501853e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99014 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -15018569.000000 Penalty: 5747.199219
	Iteration 36Q: 3 clusters Score -1.501857e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99108 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -15018565.000000 Penalty: 5747.199219
	Iteration 37Q: 3 clusters Score -1.501856e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99212 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -15018591.000000 Penalty: 5747.199219
	Iteration 38Q: 3 clusters Score -1.501859e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99311 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -15018590.000000 Penalty: 5747.199219
	Iteration 39Q: 3 clusters Score -1.501859e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99406 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -15018594.000000 Penalty: 5747.199219
	Iteration 40F: 3 clusters Score -1.501859e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99494 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -15018608.000000 Penalty: 5747.199219
	Iteration 41Q: 3 clusters Score -1.501861e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -15018620.000000 Penalty: 5747.199219
	Iteration 42Q: 3 clusters Score -1.501862e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99712 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -15018626.000000 Penalty: 5747.199219
	Iteration 43Q: 3 clusters Score -1.501863e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99829 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -15018641.000000 Penalty: 5747.199219
	Iteration 44Q: 3 clusters Score -1.501864e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99925 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -15018621.000000 Penalty: 5747.199219
	Iteration 45Q: 3 clusters Score -1.501862e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100027 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -15018656.000000 Penalty: 5747.199219
	Iteration 46Q: 3 clusters Score -1.501866e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100143 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -15018652.000000 Penalty: 5747.199219
	Iteration 47Q: 3 clusters Score -1.501865e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100239 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -15018685.000000 Penalty: 5747.199219
	Iteration 48Q: 3 clusters Score -1.501868e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100325 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -15018637.000000 Penalty: 5747.199219
	Iteration 49Q: 3 clusters Score -1.501864e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100404 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -15018645.000000 Penalty: 5747.199219
	Iteration 50Q: 3 clusters Score -1.501864e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100475 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -15018649.000000 Penalty: 5747.199219
	Iteration 51Q: 3 clusters Score -1.501865e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100532 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -15018666.000000 Penalty: 5747.199219
	Iteration 52Q: 3 clusters Score -1.501867e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100583 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -15018683.000000 Penalty: 5747.199219
	Iteration 53Q: 3 clusters Score -1.501868e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100616 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -15018670.000000 Penalty: 5747.199219
	Iteration 54Q: 3 clusters Score -1.501867e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100647 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -15018660.000000 Penalty: 5747.199219
	Iteration 55Q: 3 clusters Score -1.501866e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100682 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -15018658.000000 Penalty: 5747.199219
	Iteration 56Q: 3 clusters Score -1.501866e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100721 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -15018652.000000 Penalty: 5747.199219
	Iteration 57Q: 3 clusters Score -1.501865e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100750 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -15018664.000000 Penalty: 5747.199219
	Iteration 58Q: 3 clusters Score -1.501866e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100782 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -15018653.000000 Penalty: 5747.199219
	Iteration 59Q: 3 clusters Score -1.501865e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100813 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -15018651.000000 Penalty: 5747.199219
	Iteration 60F: 3 clusters Score -1.501865e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100853 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -15018672.000000 Penalty: 5747.199219
	Iteration 61Q: 3 clusters Score -1.501867e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100877 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -15018680.000000 Penalty: 5747.199219
	Iteration 62Q: 3 clusters Score -1.501868e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100909 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -15018685.000000 Penalty: 5747.199219
	Iteration 63Q: 3 clusters Score -1.501868e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100933 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -15018685.000000 Penalty: 5747.199219
	Iteration 64Q: 3 clusters Score -1.501868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100948 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -15018683.000000 Penalty: 5747.199219
	Iteration 65Q: 3 clusters Score -1.501868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100966 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -15018684.000000 Penalty: 5747.199219
	Iteration 66Q: 3 clusters Score -1.501868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100981 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -15018688.000000 Penalty: 5747.199219
	Iteration 67Q: 3 clusters Score -1.501869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100990 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -15018688.000000 Penalty: 5747.199219
	Iteration 68Q: 3 clusters Score -1.501869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101000 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -15018699.000000 Penalty: 5747.199219
	Iteration 69Q: 3 clusters Score -1.50187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101008 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -15018710.000000 Penalty: 5747.199219
	Iteration 70Q: 3 clusters Score -1.501871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101017 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -15018700.000000 Penalty: 5747.199219
	Iteration 71Q: 3 clusters Score -1.50187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101021 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -15018711.000000 Penalty: 5747.199219
	Iteration 72Q: 3 clusters Score -1.501871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101023 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -15018703.000000 Penalty: 5747.199219
	Iteration 73Q: 3 clusters Score -1.50187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101025 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -15018707.000000 Penalty: 5747.199219
	Iteration 74Q: 3 clusters Score -1.501871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101026 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -15018707.000000 Penalty: 5747.199219
	Iteration 75Q: 3 clusters Score -1.501871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101028 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -15018699.000000 Penalty: 5747.199219
	Iteration 76Q: 3 clusters Score -1.50187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101032 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -15018686.000000 Penalty: 5747.199219
	Iteration 77Q: 3 clusters Score -1.501869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101033 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -15018688.000000 Penalty: 5747.199219
	Iteration 78Q: 3 clusters Score -1.501869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101033 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -15018688.000000 Penalty: 5747.199219
	Iteration 79F: 3 clusters Score -1.501869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -50768.683594 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -50768.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49356.167969 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -49356.17 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49541.562500 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -49541.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49595.953125 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -49595.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49615.433594 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -49615.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49644.449219 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -49644.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49649.769531 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -49649.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49659.917969 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -49659.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49689.789062 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -49689.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49715.863281 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -49715.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49717.359375 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -49717.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49717.359375 Penalty: 2982.802734
	Iteration 10F: 3 clusters Score -49717.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (202034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202034 members 
Entering Unmasked Estep 
Score: -28225588.000000 Penalty: 3029.615479
	Iteration 0F: 2 clusters Score -2.822559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101064 members 
Mstep: Class 2 contains 100970 members 
Entering Unmasked Estep 
Score: -28102978.000000 Penalty: 6059.230957
	Iteration 0F: 3 clusters Score -2.810298e+07 nChanged 97336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99898 members 
Mstep: Class 2 contains 102136 members 
Entering Unmasked Estep 
Score: -28159478.000000 Penalty: 6059.230957
	Iteration 1F: 3 clusters Score -2.815948e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98813 members 
Mstep: Class 2 contains 103221 members 
Entering Unmasked Estep 
Score: -28160370.000000 Penalty: 6059.230957
	Iteration 2Q: 3 clusters Score -2.816037e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97100 members 
Mstep: Class 2 contains 104934 members 
Entering Unmasked Estep 
Score: -28161550.000000 Penalty: 6059.230957
	Iteration 3Q: 3 clusters Score -2.816155e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94395 members 
Mstep: Class 2 contains 107639 members 
Entering Unmasked Estep 
Score: -28162896.000000 Penalty: 6059.230957
	Iteration 4Q: 3 clusters Score -2.81629e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90485 members 
Mstep: Class 2 contains 111549 members 
Entering Unmasked Estep 
Score: -28165052.000000 Penalty: 6059.230957
	Iteration 5Q: 3 clusters Score -2.816505e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85026 members 
Mstep: Class 2 contains 117008 members 
Entering Unmasked Estep 
Score: -28168000.000000 Penalty: 6059.230957
	Iteration 6Q: 3 clusters Score -2.8168e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77648 members 
Mstep: Class 2 contains 124386 members 
Entering Unmasked Estep 
Score: -28171932.000000 Penalty: 6059.230957
	Iteration 7Q: 3 clusters Score -2.817193e+07 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68327 members 
Mstep: Class 2 contains 133707 members 
Entering Unmasked Estep 
Score: -28176954.000000 Penalty: 6059.230957
	Iteration 8F: 3 clusters Score -2.817695e+07 nChanged 12317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 144708 members 
Entering Unmasked Estep 
Score: -28182978.000000 Penalty: 6059.230957
	Iteration 9F: 3 clusters Score -2.818298e+07 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 156459 members 
Entering Unmasked Estep 
Score: -28189928.000000 Penalty: 6059.230957
	Iteration 10F: 3 clusters Score -2.818993e+07 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 168629 members 
Entering Unmasked Estep 
Score: -28197558.000000 Penalty: 6059.230957
	Iteration 11F: 3 clusters Score -2.819756e+07 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 180055 members 
Entering Unmasked Estep 
Score: -28205336.000000 Penalty: 6059.230957
	Iteration 12F: 3 clusters Score -2.820534e+07 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 189307 members 
Entering Unmasked Estep 
Score: -28212508.000000 Penalty: 6059.230957
	Iteration 13Q: 3 clusters Score -2.821251e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 195535 members 
Entering Unmasked Estep 
Score: -28217736.000000 Penalty: 6059.230957
	Iteration 14Q: 3 clusters Score -2.821774e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 199039 members 
Entering Unmasked Estep 
Score: -28220436.000000 Penalty: 6059.230957
	Iteration 15Q: 3 clusters Score -2.822044e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 200659 members 
Entering Unmasked Estep 
Score: -28221798.000000 Penalty: 6059.230957
	Iteration 16Q: 3 clusters Score -2.82218e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 201301 members 
Entering Unmasked Estep 
Score: -28222380.000000 Penalty: 6059.230957
	Iteration 17Q: 3 clusters Score -2.822238e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 201537 members 
Entering Unmasked Estep 
Score: -28222664.000000 Penalty: 6059.230957
	Iteration 18Q: 3 clusters Score -2.822266e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 201628 members 
Entering Unmasked Estep 
Score: -28222774.000000 Penalty: 6059.230957
	Iteration 19Q: 3 clusters Score -2.822277e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 201682 members 
Entering Unmasked Estep 
Score: -28222856.000000 Penalty: 6059.230957
	Iteration 20F: 3 clusters Score -2.822286e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 201711 members 
Entering Unmasked Estep 
Score: -28222884.000000 Penalty: 6059.230957
	Iteration 21Q: 3 clusters Score -2.822288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 201724 members 
Entering Unmasked Estep 
Score: -28222898.000000 Penalty: 6059.230957
	Iteration 22Q: 3 clusters Score -2.82229e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 201738 members 
Entering Unmasked Estep 
Score: -28222918.000000 Penalty: 6059.230957
	Iteration 23Q: 3 clusters Score -2.822292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 201743 members 
Entering Unmasked Estep 
Score: -28222946.000000 Penalty: 6059.230957
	Iteration 24Q: 3 clusters Score -2.822295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 201750 members 
Entering Unmasked Estep 
Score: -28222934.000000 Penalty: 6059.230957
	Iteration 25Q: 3 clusters Score -2.822293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 201751 members 
Entering Unmasked Estep 
Score: -28222956.000000 Penalty: 6059.230957
	Iteration 26Q: 3 clusters Score -2.822296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 201753 members 
Entering Unmasked Estep 
Score: -28222968.000000 Penalty: 6059.230957
	Iteration 27Q: 3 clusters Score -2.822297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 201756 members 
Entering Unmasked Estep 
Score: -28222944.000000 Penalty: 6059.230957
	Iteration 28Q: 3 clusters Score -2.822294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 201756 members 
Entering Unmasked Estep 
Score: -28222944.000000 Penalty: 6059.230957
	Iteration 29Q: 3 clusters Score -2.822294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 201756 members 
Entering Unmasked Estep 
Score: -28222950.000000 Penalty: 6059.230957
	Iteration 30Q: 3 clusters Score -2.822295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 201756 members 
Entering Unmasked Estep 
Score: -28222942.000000 Penalty: 6059.230957
	Iteration 31Q: 3 clusters Score -2.822294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 201757 members 
Entering Unmasked Estep 
Score: -28222944.000000 Penalty: 6059.230957
	Iteration 32Q: 3 clusters Score -2.822294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 201758 members 
Entering Unmasked Estep 
Score: -28222938.000000 Penalty: 6059.230957
	Iteration 33Q: 3 clusters Score -2.822294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 201757 members 
Entering Unmasked Estep 
Score: -28222952.000000 Penalty: 6059.230957
	Iteration 34Q: 3 clusters Score -2.822295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 201758 members 
Entering Unmasked Estep 
Score: -28222966.000000 Penalty: 6059.230957
	Iteration 35Q: 3 clusters Score -2.822297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 201758 members 
Entering Unmasked Estep 
Score: -28222960.000000 Penalty: 6059.230957
	Iteration 36Q: 3 clusters Score -2.822296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 201758 members 
Entering Unmasked Estep 
Score: -28222960.000000 Penalty: 6059.230957
	Iteration 37F: 3 clusters Score -2.822296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5145 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135391 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22189 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293655 members 
Mstep: Class 10 contains 60136 members 
Mstep: Class 11 contains 41815 members 
Mstep: Class 12 contains 27262 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42465 members 
Mstep: Class 18 contains 18769 members 
Mstep: Class 19 contains 14540 members 
Mstep: Class 20 contains 107699 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802768.000000 Penalty: 75362.250000
Iteration 359Q: 23 clusters Score -1.358028e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5144 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135405 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22190 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293665 members 
Mstep: Class 10 contains 60135 members 
Mstep: Class 11 contains 41821 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42462 members 
Mstep: Class 18 contains 18769 members 
Mstep: Class 19 contains 14543 members 
Mstep: Class 20 contains 107659 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802800.000000 Penalty: 75362.250000
Iteration 360F: 23 clusters Score -1.358028e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5144 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135441 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22193 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293667 members 
Mstep: Class 10 contains 60138 members 
Mstep: Class 11 contains 41828 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42460 members 
Mstep: Class 18 contains 18767 members 
Mstep: Class 19 contains 14548 members 
Mstep: Class 20 contains 107606 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802688.000000 Penalty: 75362.250000
Iteration 361Q: 23 clusters Score -1.358027e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5146 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135492 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22195 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293665 members 
Mstep: Class 10 contains 60137 members 
Mstep: Class 11 contains 41832 members 
Mstep: Class 12 contains 27262 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42458 members 
Mstep: Class 18 contains 18766 members 
Mstep: Class 19 contains 14551 members 
Mstep: Class 20 contains 107554 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802640.000000 Penalty: 75362.250000
Iteration 362Q: 23 clusters Score -1.358026e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5148 members 
Mstep: Class 3 contains 7516 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135547 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22196 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293668 members 
Mstep: Class 10 contains 60126 members 
Mstep: Class 11 contains 41836 members 
Mstep: Class 12 contains 27262 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42458 members 
Mstep: Class 18 contains 18765 members 
Mstep: Class 19 contains 14555 members 
Mstep: Class 20 contains 107491 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802656.000000 Penalty: 75362.250000
Iteration 363Q: 23 clusters Score -1.358027e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5147 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135589 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22195 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293679 members 
Mstep: Class 10 contains 60115 members 
Mstep: Class 11 contains 41842 members 
Mstep: Class 12 contains 27260 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42457 members 
Mstep: Class 18 contains 18764 members 
Mstep: Class 19 contains 14556 members 
Mstep: Class 20 contains 107445 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802640.000000 Penalty: 75362.250000
Iteration 364Q: 23 clusters Score -1.358026e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5149 members 
Mstep: Class 3 contains 7518 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135624 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22196 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293676 members 
Mstep: Class 10 contains 60113 members 
Mstep: Class 11 contains 41848 members 
Mstep: Class 12 contains 27261 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42454 members 
Mstep: Class 18 contains 18768 members 
Mstep: Class 19 contains 14552 members 
Mstep: Class 20 contains 107400 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802688.000000 Penalty: 75362.250000
Iteration 365Q: 23 clusters Score -1.358027e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5147 members 
Mstep: Class 3 contains 7523 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135667 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22201 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293670 members 
Mstep: Class 10 contains 60108 members 
Mstep: Class 11 contains 41850 members 
Mstep: Class 12 contains 27262 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42452 members 
Mstep: Class 18 contains 18769 members 
Mstep: Class 19 contains 14549 members 
Mstep: Class 20 contains 107351 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802736.000000 Penalty: 75362.250000
Iteration 366Q: 23 clusters Score -1.358027e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5148 members 
Mstep: Class 3 contains 7526 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135729 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22199 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293651 members 
Mstep: Class 10 contains 60105 members 
Mstep: Class 11 contains 41854 members 
Mstep: Class 12 contains 27264 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42453 members 
Mstep: Class 18 contains 18775 members 
Mstep: Class 19 contains 14548 members 
Mstep: Class 20 contains 107296 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802848.000000 Penalty: 75362.250000
Iteration 367Q: 23 clusters Score -1.358028e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5147 members 
Mstep: Class 3 contains 7527 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135777 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22197 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293642 members 
Mstep: Class 10 contains 60106 members 
Mstep: Class 11 contains 41857 members 
Mstep: Class 12 contains 27263 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42452 members 
Mstep: Class 18 contains 18780 members 
Mstep: Class 19 contains 14548 members 
Mstep: Class 20 contains 107247 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802944.000000 Penalty: 75362.250000
Iteration 368Q: 23 clusters Score -1.358029e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5148 members 
Mstep: Class 3 contains 7530 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135830 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 22196 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293631 members 
Mstep: Class 10 contains 60105 members 
Mstep: Class 11 contains 41862 members 
Mstep: Class 12 contains 27261 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42452 members 
Mstep: Class 18 contains 18780 members 
Mstep: Class 19 contains 14549 members 
Mstep: Class 20 contains 107199 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802928.000000 Penalty: 75362.250000
Iteration 369Q: 23 clusters Score -1.358029e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5146 members 
Mstep: Class 3 contains 7534 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135882 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22194 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293624 members 
Mstep: Class 10 contains 60106 members 
Mstep: Class 11 contains 41864 members 
Mstep: Class 12 contains 27261 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42452 members 
Mstep: Class 18 contains 18780 members 
Mstep: Class 19 contains 14548 members 
Mstep: Class 20 contains 107148 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802960.000000 Penalty: 75362.250000
Iteration 370Q: 23 clusters Score -1.35803e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5148 members 
Mstep: Class 3 contains 7533 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135919 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22191 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293623 members 
Mstep: Class 10 contains 60114 members 
Mstep: Class 11 contains 41864 members 
Mstep: Class 12 contains 27262 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42453 members 
Mstep: Class 18 contains 18780 members 
Mstep: Class 19 contains 14544 members 
Mstep: Class 20 contains 107110 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802928.000000 Penalty: 75362.250000
Iteration 371Q: 23 clusters Score -1.358029e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5149 members 
Mstep: Class 3 contains 7532 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135954 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22191 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293618 members 
Mstep: Class 10 contains 60116 members 
Mstep: Class 11 contains 41864 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42454 members 
Mstep: Class 18 contains 18780 members 
Mstep: Class 19 contains 14540 members 
Mstep: Class 20 contains 107068 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803136.000000 Penalty: 75362.250000
Iteration 372Q: 23 clusters Score -1.358031e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5150 members 
Mstep: Class 3 contains 7530 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 135993 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22189 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293614 members 
Mstep: Class 10 contains 60117 members 
Mstep: Class 11 contains 41866 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42457 members 
Mstep: Class 18 contains 18779 members 
Mstep: Class 19 contains 14533 members 
Mstep: Class 20 contains 107027 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803184.000000 Penalty: 75362.250000
Iteration 373Q: 23 clusters Score -1.358032e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5150 members 
Mstep: Class 3 contains 7531 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136025 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22187 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293613 members 
Mstep: Class 10 contains 60117 members 
Mstep: Class 11 contains 41866 members 
Mstep: Class 12 contains 27269 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42456 members 
Mstep: Class 18 contains 18777 members 
Mstep: Class 19 contains 14532 members 
Mstep: Class 20 contains 106985 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803216.000000 Penalty: 75362.250000
Iteration 374Q: 23 clusters Score -1.358032e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5149 members 
Mstep: Class 3 contains 7532 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136051 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22185 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293627 members 
Mstep: Class 10 contains 60115 members 
Mstep: Class 11 contains 41866 members 
Mstep: Class 12 contains 27271 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 18778 members 
Mstep: Class 19 contains 14532 members 
Mstep: Class 20 contains 106946 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803200.000000 Penalty: 75362.250000
Iteration 375Q: 23 clusters Score -1.358032e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5149 members 
Mstep: Class 3 contains 7532 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136093 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22183 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293623 members 
Mstep: Class 10 contains 60117 members 
Mstep: Class 11 contains 41868 members 
Mstep: Class 12 contains 27275 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42453 members 
Mstep: Class 18 contains 18776 members 
Mstep: Class 19 contains 14527 members 
Mstep: Class 20 contains 106903 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803120.000000 Penalty: 75362.250000
Iteration 376Q: 23 clusters Score -1.358031e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5150 members 
Mstep: Class 3 contains 7531 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136130 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22186 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293621 members 
Mstep: Class 10 contains 60116 members 
Mstep: Class 11 contains 41867 members 
Mstep: Class 12 contains 27277 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42454 members 
Mstep: Class 18 contains 18777 members 
Mstep: Class 19 contains 14526 members 
Mstep: Class 20 contains 106860 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803232.000000 Penalty: 75362.250000
Iteration 377Q: 23 clusters Score -1.358032e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5151 members 
Mstep: Class 3 contains 7531 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136163 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22182 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293625 members 
Mstep: Class 10 contains 60111 members 
Mstep: Class 11 contains 41866 members 
Mstep: Class 12 contains 27280 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42454 members 
Mstep: Class 18 contains 18778 members 
Mstep: Class 19 contains 14523 members 
Mstep: Class 20 contains 106828 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803248.000000 Penalty: 75362.250000
Iteration 378Q: 23 clusters Score -1.358032e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5151 members 
Mstep: Class 3 contains 7529 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136208 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22183 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293625 members 
Mstep: Class 10 contains 60107 members 
Mstep: Class 11 contains 41866 members 
Mstep: Class 12 contains 27282 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42454 members 
Mstep: Class 18 contains 18780 members 
Mstep: Class 19 contains 14526 members 
Mstep: Class 20 contains 106787 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803136.000000 Penalty: 75362.250000
Iteration 379Q: 23 clusters Score -1.358031e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5151 members 
Mstep: Class 3 contains 7528 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136268 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22182 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293619 members 
Mstep: Class 10 contains 60101 members 
Mstep: Class 11 contains 41867 members 
Mstep: Class 12 contains 27285 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42454 members 
Mstep: Class 18 contains 18779 members 
Mstep: Class 19 contains 14524 members 
Mstep: Class 20 contains 106741 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803104.000000 Penalty: 75362.250000
Iteration 380F: 23 clusters Score -1.358031e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5152 members 
Mstep: Class 3 contains 7527 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136346 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22181 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293613 members 
Mstep: Class 10 contains 60089 members 
Mstep: Class 11 contains 41871 members 
Mstep: Class 12 contains 27286 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42453 members 
Mstep: Class 18 contains 18781 members 
Mstep: Class 19 contains 14526 members 
Mstep: Class 20 contains 106678 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803120.000000 Penalty: 75362.250000
Iteration 381Q: 23 clusters Score -1.358031e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5152 members 
Mstep: Class 3 contains 7527 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136390 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22184 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293618 members 
Mstep: Class 10 contains 60081 members 
Mstep: Class 11 contains 41874 members 
Mstep: Class 12 contains 27288 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42452 members 
Mstep: Class 18 contains 18786 members 
Mstep: Class 19 contains 14524 members 
Mstep: Class 20 contains 106624 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803152.000000 Penalty: 75362.250000
Iteration 382Q: 23 clusters Score -1.358032e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5153 members 
Mstep: Class 3 contains 7525 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136421 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22188 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293623 members 
Mstep: Class 10 contains 60078 members 
Mstep: Class 11 contains 41873 members 
Mstep: Class 12 contains 27288 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42454 members 
Mstep: Class 18 contains 18790 members 
Mstep: Class 19 contains 14523 members 
Mstep: Class 20 contains 106577 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803104.000000 Penalty: 75362.250000
Iteration 383Q: 23 clusters Score -1.358031e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5150 members 
Mstep: Class 3 contains 7527 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136455 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22188 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293626 members 
Mstep: Class 10 contains 60067 members 
Mstep: Class 11 contains 41875 members 
Mstep: Class 12 contains 27289 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42453 members 
Mstep: Class 18 contains 18790 members 
Mstep: Class 19 contains 14524 members 
Mstep: Class 20 contains 106537 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802944.000000 Penalty: 75362.250000
Iteration 384Q: 23 clusters Score -1.358029e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5149 members 
Mstep: Class 3 contains 7528 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136496 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22189 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293624 members 
Mstep: Class 10 contains 60064 members 
Mstep: Class 11 contains 41878 members 
Mstep: Class 12 contains 27288 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42456 members 
Mstep: Class 18 contains 18788 members 
Mstep: Class 19 contains 14523 members 
Mstep: Class 20 contains 106488 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135803008.000000 Penalty: 75362.250000
Iteration 385Q: 23 clusters Score -1.35803e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5149 members 
Mstep: Class 3 contains 7529 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136544 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22188 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293638 members 
Mstep: Class 10 contains 60059 members 
Mstep: Class 11 contains 41878 members 
Mstep: Class 12 contains 27288 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 18785 members 
Mstep: Class 19 contains 14523 members 
Mstep: Class 20 contains 106431 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802896.000000 Penalty: 75362.250000
Iteration 386Q: 23 clusters Score -1.358029e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5150 members 
Mstep: Class 3 contains 7530 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136578 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22189 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293647 members 
Mstep: Class 10 contains 60052 members 
Mstep: Class 11 contains 41879 members 
Mstep: Class 12 contains 27289 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 18785 members 
Mstep: Class 19 contains 14522 members 
Mstep: Class 20 contains 106381 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802800.000000 Penalty: 75362.250000
Iteration 387Q: 23 clusters Score -1.358028e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5151 members 
Mstep: Class 3 contains 7529 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136604 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22188 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293665 members 
Mstep: Class 10 contains 60048 members 
Mstep: Class 11 contains 41882 members 
Mstep: Class 12 contains 27289 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42456 members 
Mstep: Class 18 contains 18782 members 
Mstep: Class 19 contains 14523 members 
Mstep: Class 20 contains 106334 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802848.000000 Penalty: 75362.250000
Iteration 388Q: 23 clusters Score -1.358028e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5152 members 
Mstep: Class 3 contains 7529 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136669 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22190 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293676 members 
Mstep: Class 10 contains 60044 members 
Mstep: Class 11 contains 41884 members 
Mstep: Class 12 contains 27289 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42459 members 
Mstep: Class 18 contains 18784 members 
Mstep: Class 19 contains 14525 members 
Mstep: Class 20 contains 106248 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802736.000000 Penalty: 75362.250000
Iteration 389Q: 23 clusters Score -1.358027e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5152 members 
Mstep: Class 3 contains 7533 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136753 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22194 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293676 members 
Mstep: Class 10 contains 60040 members 
Mstep: Class 11 contains 41886 members 
Mstep: Class 12 contains 27289 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42460 members 
Mstep: Class 18 contains 18788 members 
Mstep: Class 19 contains 14526 members 
Mstep: Class 20 contains 106150 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802736.000000 Penalty: 75362.250000
Iteration 390Q: 23 clusters Score -1.358027e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5152 members 
Mstep: Class 3 contains 7537 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136829 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22196 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293683 members 
Mstep: Class 10 contains 60041 members 
Mstep: Class 11 contains 41888 members 
Mstep: Class 12 contains 27286 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42457 members 
Mstep: Class 18 contains 18788 members 
Mstep: Class 19 contains 14528 members 
Mstep: Class 20 contains 106050 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802688.000000 Penalty: 75362.250000
Iteration 391Q: 23 clusters Score -1.358027e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5153 members 
Mstep: Class 3 contains 7541 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136913 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22202 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293689 members 
Mstep: Class 10 contains 60041 members 
Mstep: Class 11 contains 41891 members 
Mstep: Class 12 contains 27286 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 18791 members 
Mstep: Class 19 contains 14522 members 
Mstep: Class 20 contains 105947 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802592.000000 Penalty: 75362.250000
Iteration 392Q: 23 clusters Score -1.358026e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5154 members 
Mstep: Class 3 contains 7541 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 136977 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22205 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293698 members 
Mstep: Class 10 contains 60039 members 
Mstep: Class 11 contains 41894 members 
Mstep: Class 12 contains 27285 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 18796 members 
Mstep: Class 19 contains 14522 members 
Mstep: Class 20 contains 105868 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802512.000000 Penalty: 75362.250000
Iteration 393Q: 23 clusters Score -1.358025e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5156 members 
Mstep: Class 3 contains 7542 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 137053 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22206 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293710 members 
Mstep: Class 10 contains 60037 members 
Mstep: Class 11 contains 41895 members 
Mstep: Class 12 contains 27282 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42456 members 
Mstep: Class 18 contains 18799 members 
Mstep: Class 19 contains 14524 members 
Mstep: Class 20 contains 105775 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802496.000000 Penalty: 75362.250000
Iteration 394Q: 23 clusters Score -1.358025e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5156 members 
Mstep: Class 3 contains 7545 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 137134 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22207 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293718 members 
Mstep: Class 10 contains 60042 members 
Mstep: Class 11 contains 41896 members 
Mstep: Class 12 contains 27280 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42456 members 
Mstep: Class 18 contains 18801 members 
Mstep: Class 19 contains 14518 members 
Mstep: Class 20 contains 105679 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802528.000000 Penalty: 75362.250000
Iteration 395Q: 23 clusters Score -1.358025e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5156 members 
Mstep: Class 3 contains 7546 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 137216 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 22208 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293727 members 
Mstep: Class 10 contains 60040 members 
Mstep: Class 11 contains 41899 members 
Mstep: Class 12 contains 27279 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42457 members 
Mstep: Class 18 contains 18801 members 
Mstep: Class 19 contains 14513 members 
Mstep: Class 20 contains 105588 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802480.000000 Penalty: 75362.250000
Iteration 396Q: 23 clusters Score -1.358025e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5157 members 
Mstep: Class 3 contains 7547 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 137287 members 
Mstep: Class 6 contains 7188 members 
Mstep: Class 7 contains 22211 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293742 members 
Mstep: Class 10 contains 60031 members 
Mstep: Class 11 contains 41902 members 
Mstep: Class 12 contains 27280 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42456 members 
Mstep: Class 18 contains 18802 members 
Mstep: Class 19 contains 14510 members 
Mstep: Class 20 contains 105498 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802352.000000 Penalty: 75362.250000
Iteration 397Q: 23 clusters Score -1.358024e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5157 members 
Mstep: Class 3 contains 7548 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 137335 members 
Mstep: Class 6 contains 7189 members 
Mstep: Class 7 contains 22210 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293745 members 
Mstep: Class 10 contains 60028 members 
Mstep: Class 11 contains 41906 members 
Mstep: Class 12 contains 27279 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42456 members 
Mstep: Class 18 contains 18802 members 
Mstep: Class 19 contains 14507 members 
Mstep: Class 20 contains 105448 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802416.000000 Penalty: 75362.250000
Iteration 398Q: 23 clusters Score -1.358024e+08 nChanged 187
Entering ConstructFrom: 
Score: -135802416.000000 Penalty: 75362.250000
Entering ConstructFrom: 
Trying to split cluster 1 (3086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Entering Unmasked Estep 
Score: -396659.812500 Penalty: 1992.588379
	Iteration 0F: 2 clusters Score -396659.8 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 1502 members 
Entering Unmasked Estep 
Score: -393416.875000 Penalty: 3985.176758
	Iteration 0F: 3 clusters Score -393416.9 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -394208.000000 Penalty: 3985.176758
	Iteration 1F: 3 clusters Score -394208 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -394554.406250 Penalty: 3985.176758
	Iteration 2F: 3 clusters Score -394554.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -394965.343750 Penalty: 3985.176758
	Iteration 3F: 3 clusters Score -394965.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -395529.625000 Penalty: 3985.176758
	Iteration 4F: 3 clusters Score -395529.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -395966.968750 Penalty: 3985.176758
	Iteration 5F: 3 clusters Score -395967 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -396327.375000 Penalty: 3985.176758
	Iteration 6F: 3 clusters Score -396327.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -396596.093750 Penalty: 3985.176758
	Iteration 7Q: 3 clusters Score -396596.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -396728.406250 Penalty: 3985.176758
	Iteration 8Q: 3 clusters Score -396728.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -396786.406250 Penalty: 3985.176758
	Iteration 9Q: 3 clusters Score -396786.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -396816.250000 Penalty: 3985.176758
	Iteration 10Q: 3 clusters Score -396816.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -396831.312500 Penalty: 3985.176758
	Iteration 11Q: 3 clusters Score -396831.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -396840.656250 Penalty: 3985.176758
	Iteration 12Q: 3 clusters Score -396840.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -396847.406250 Penalty: 3985.176758
	Iteration 13Q: 3 clusters Score -396847.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -396850.031250 Penalty: 3985.176758
	Iteration 14Q: 3 clusters Score -396850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -396853.625000 Penalty: 3985.176758
	Iteration 15Q: 3 clusters Score -396853.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -396856.000000 Penalty: 3985.176758
	Iteration 16Q: 3 clusters Score -396856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -396856.906250 Penalty: 3985.176758
	Iteration 17Q: 3 clusters Score -396856.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -396856.906250 Penalty: 3985.176758
	Iteration 18F: 3 clusters Score -396856.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5157 members 
Mstep: Class 3 contains 7549 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 137385 members 
Mstep: Class 6 contains 7190 members 
Mstep: Class 7 contains 22209 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293746 members 
Mstep: Class 10 contains 60026 members 
Mstep: Class 11 contains 41910 members 
Mstep: Class 12 contains 27283 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42456 members 
Mstep: Class 18 contains 18804 members 
Mstep: Class 19 contains 14505 members 
Mstep: Class 20 contains 105389 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202195 members 
Mstep: Class 23 contains 2562 members 
Entering Unmasked Estep 
Score: -135800960.000000 Penalty: 78787.804688
Splitting cluster 1 changes total score from -135802416.000000 to -135800960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Entering Unmasked Estep 
Score: -670693.562500 Penalty: 2119.931396
	Iteration 0F: 2 clusters Score -670693.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -666045.375000 Penalty: 4239.862793
	Iteration 0F: 3 clusters Score -666045.4 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -667147.250000 Penalty: 4239.862793
	Iteration 1F: 3 clusters Score -667147.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -667395.750000 Penalty: 4239.862793
	Iteration 2F: 3 clusters Score -667395.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -667572.000000 Penalty: 4239.862793
	Iteration 3F: 3 clusters Score -667572 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -667709.625000 Penalty: 4239.862793
	Iteration 4Q: 3 clusters Score -667709.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -667857.625000 Penalty: 4239.862793
	Iteration 5Q: 3 clusters Score -667857.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -667987.187500 Penalty: 4239.862793
	Iteration 6Q: 3 clusters Score -667987.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -668116.562500 Penalty: 4239.862793
	Iteration 7Q: 3 clusters Score -668116.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -668283.062500 Penalty: 4239.862793
	Iteration 8Q: 3 clusters Score -668283.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -668454.437500 Penalty: 4239.862793
	Iteration 9Q: 3 clusters Score -668454.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -668595.937500 Penalty: 4239.862793
	Iteration 10Q: 3 clusters Score -668595.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -668718.562500 Penalty: 4239.862793
	Iteration 11Q: 3 clusters Score -668718.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -668817.875000 Penalty: 4239.862793
	Iteration 12Q: 3 clusters Score -668817.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -668913.562500 Penalty: 4239.862793
	Iteration 13Q: 3 clusters Score -668913.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -668978.937500 Penalty: 4239.862793
	Iteration 14Q: 3 clusters Score -668978.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -669018.125000 Penalty: 4239.862793
	Iteration 15Q: 3 clusters Score -669018.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -669049.375000 Penalty: 4239.862793
	Iteration 16Q: 3 clusters Score -669049.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -669074.812500 Penalty: 4239.862793
	Iteration 17Q: 3 clusters Score -669074.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -669094.937500 Penalty: 4239.862793
	Iteration 18Q: 3 clusters Score -669094.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -669111.062500 Penalty: 4239.862793
	Iteration 19Q: 3 clusters Score -669111.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -669122.312500 Penalty: 4239.862793
	Iteration 20F: 3 clusters Score -669122.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -669131.437500 Penalty: 4239.862793
	Iteration 21Q: 3 clusters Score -669131.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -669137.500000 Penalty: 4239.862793
	Iteration 22Q: 3 clusters Score -669137.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -669142.000000 Penalty: 4239.862793
	Iteration 23Q: 3 clusters Score -669142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -669142.437500 Penalty: 4239.862793
	Iteration 24Q: 3 clusters Score -669142.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -669144.687500 Penalty: 4239.862793
	Iteration 25Q: 3 clusters Score -669144.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -669146.250000 Penalty: 4239.862793
	Iteration 26Q: 3 clusters Score -669146.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -669146.812500 Penalty: 4239.862793
	Iteration 27Q: 3 clusters Score -669146.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -669146.687500 Penalty: 4239.862793
	Iteration 28Q: 3 clusters Score -669146.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -669148.750000 Penalty: 4239.862793
	Iteration 29Q: 3 clusters Score -669148.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -669150.000000 Penalty: 4239.862793
	Iteration 30Q: 3 clusters Score -669150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -669150.125000 Penalty: 4239.862793
	Iteration 31Q: 3 clusters Score -669150.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -669150.125000 Penalty: 4239.862793
	Iteration 32F: 3 clusters Score -669150.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Entering Unmasked Estep 
Score: -1022665.500000 Penalty: 2214.434326
	Iteration 0F: 2 clusters Score -1022666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1016605.875000 Penalty: 4428.868652
	Iteration 0F: 3 clusters Score -1016606 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1018271.937500 Penalty: 4428.868652
	Iteration 1F: 3 clusters Score -1018272 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1018582.375000 Penalty: 4428.868652
	Iteration 2F: 3 clusters Score -1018582 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1018806.812500 Penalty: 4428.868652
	Iteration 3F: 3 clusters Score -1018807 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1019036.562500 Penalty: 4428.868652
	Iteration 4Q: 3 clusters Score -1019037 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1019259.687500 Penalty: 4428.868652
	Iteration 5Q: 3 clusters Score -1019260 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1019460.625000 Penalty: 4428.868652
	Iteration 6Q: 3 clusters Score -1019461 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1019640.125000 Penalty: 4428.868652
	Iteration 7Q: 3 clusters Score -1019640 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1019762.312500 Penalty: 4428.868652
	Iteration 8Q: 3 clusters Score -1019762 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1019874.125000 Penalty: 4428.868652
	Iteration 9Q: 3 clusters Score -1019874 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1019977.750000 Penalty: 4428.868652
	Iteration 10Q: 3 clusters Score -1019978 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1020081.062500 Penalty: 4428.868652
	Iteration 11Q: 3 clusters Score -1020081 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1020179.312500 Penalty: 4428.868652
	Iteration 12Q: 3 clusters Score -1020179 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1020259.312500 Penalty: 4428.868652
	Iteration 13Q: 3 clusters Score -1020259 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1020322.187500 Penalty: 4428.868652
	Iteration 14Q: 3 clusters Score -1020322 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1020375.875000 Penalty: 4428.868652
	Iteration 15Q: 3 clusters Score -1020376 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1020438.812500 Penalty: 4428.868652
	Iteration 16Q: 3 clusters Score -1020439 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1020503.687500 Penalty: 4428.868652
	Iteration 17Q: 3 clusters Score -1020504 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1020564.875000 Penalty: 4428.868652
	Iteration 18Q: 3 clusters Score -1020565 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1020618.375000 Penalty: 4428.868652
	Iteration 19Q: 3 clusters Score -1020618 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1020664.625000 Penalty: 4428.868652
	Iteration 20F: 3 clusters Score -1020665 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1020702.500000 Penalty: 4428.868652
	Iteration 21Q: 3 clusters Score -1020702 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1020739.187500 Penalty: 4428.868652
	Iteration 22Q: 3 clusters Score -1020739 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1020781.062500 Penalty: 4428.868652
	Iteration 23Q: 3 clusters Score -1020781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1020803.375000 Penalty: 4428.868652
	Iteration 24Q: 3 clusters Score -1020803 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1020821.312500 Penalty: 4428.868652
	Iteration 25Q: 3 clusters Score -1020821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1020833.437500 Penalty: 4428.868652
	Iteration 26Q: 3 clusters Score -1020833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1020847.625000 Penalty: 4428.868652
	Iteration 27Q: 3 clusters Score -1020848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1020858.500000 Penalty: 4428.868652
	Iteration 28Q: 3 clusters Score -1020858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1020865.812500 Penalty: 4428.868652
	Iteration 29Q: 3 clusters Score -1020866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1020871.625000 Penalty: 4428.868652
	Iteration 30Q: 3 clusters Score -1020872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1020874.250000 Penalty: 4428.868652
	Iteration 31Q: 3 clusters Score -1020874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1020876.062500 Penalty: 4428.868652
	Iteration 32Q: 3 clusters Score -1020876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1020882.687500 Penalty: 4428.868652
	Iteration 33Q: 3 clusters Score -1020883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1020889.625000 Penalty: 4428.868652
	Iteration 34Q: 3 clusters Score -1020890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1020895.750000 Penalty: 4428.868652
	Iteration 35Q: 3 clusters Score -1020896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1020901.812500 Penalty: 4428.868652
	Iteration 36Q: 3 clusters Score -1020902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1020906.937500 Penalty: 4428.868652
	Iteration 37Q: 3 clusters Score -1020907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1020910.062500 Penalty: 4428.868652
	Iteration 38Q: 3 clusters Score -1020910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1020914.062500 Penalty: 4428.868652
	Iteration 39Q: 3 clusters Score -1020914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1020925.062500 Penalty: 4428.868652
	Iteration 40F: 3 clusters Score -1020925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1020927.562500 Penalty: 4428.868652
	Iteration 41Q: 3 clusters Score -1020928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1020927.562500 Penalty: 4428.868652
	Iteration 42F: 3 clusters Score -1020928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -58891.609375 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -58891.61 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 236 members 
Entering Unmasked Estep 
Score: -57504.753906 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -57504.75 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57700.910156 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -57700.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57785.851562 Penalty: 3045.382812
	Iteration 2F: 3 clusters Score -57785.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57830.019531 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -57830.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -57860.691406 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -57860.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -57891.460938 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -57891.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -57947.824219 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -57947.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -58015.761719 Penalty: 3045.382812
	Iteration 7Q: 3 clusters Score -58015.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58049.554688 Penalty: 3045.382812
	Iteration 8Q: 3 clusters Score -58049.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -58085.132812 Penalty: 3045.382812
	Iteration 9Q: 3 clusters Score -58085.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -58107.812500 Penalty: 3045.382812
	Iteration 10Q: 3 clusters Score -58107.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -58159.937500 Penalty: 3045.382812
	Iteration 11Q: 3 clusters Score -58159.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -58190.589844 Penalty: 3045.382812
	Iteration 12Q: 3 clusters Score -58190.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -58209.957031 Penalty: 3045.382812
	Iteration 13Q: 3 clusters Score -58209.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -58236.757812 Penalty: 3045.382812
	Iteration 14Q: 3 clusters Score -58236.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -58250.355469 Penalty: 3045.382812
	Iteration 15Q: 3 clusters Score -58250.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -58270.437500 Penalty: 3045.382812
	Iteration 16Q: 3 clusters Score -58270.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -58314.062500 Penalty: 3045.382812
	Iteration 17Q: 3 clusters Score -58314.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -58345.531250 Penalty: 3045.382812
	Iteration 18Q: 3 clusters Score -58345.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -58386.527344 Penalty: 3045.382812
	Iteration 19Q: 3 clusters Score -58386.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -58437.136719 Penalty: 3045.382812
	Iteration 20F: 3 clusters Score -58437.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -58460.019531 Penalty: 3045.382812
	Iteration 21Q: 3 clusters Score -58460.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -58460.019531 Penalty: 3045.382812
	Iteration 22F: 3 clusters Score -58460.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (137385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137385 members 
Entering Unmasked Estep 
Score: -19239158.000000 Penalty: 2933.974609
	Iteration 0F: 2 clusters Score -1.923916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68660 members 
Mstep: Class 2 contains 68725 members 
Entering Unmasked Estep 
Score: -19148548.000000 Penalty: 5867.949219
	Iteration 0F: 3 clusters Score -1.914855e+07 nChanged 65473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68993 members 
Mstep: Class 2 contains 68392 members 
Entering Unmasked Estep 
Score: -19186036.000000 Penalty: 5867.949219
	Iteration 1F: 3 clusters Score -1.918604e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69098 members 
Mstep: Class 2 contains 68287 members 
Entering Unmasked Estep 
Score: -19186898.000000 Penalty: 5867.949219
	Iteration 2Q: 3 clusters Score -1.91869e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69261 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -19187598.000000 Penalty: 5867.949219
	Iteration 3Q: 3 clusters Score -1.91876e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 67878 members 
Entering Unmasked Estep 
Score: -19188490.000000 Penalty: 5867.949219
	Iteration 4Q: 3 clusters Score -1.918849e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69830 members 
Mstep: Class 2 contains 67555 members 
Entering Unmasked Estep 
Score: -19189654.000000 Penalty: 5867.949219
	Iteration 5Q: 3 clusters Score -1.918965e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70568 members 
Mstep: Class 2 contains 66817 members 
Entering Unmasked Estep 
Score: -19191294.000000 Penalty: 5867.949219
	Iteration 6Q: 3 clusters Score -1.919129e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71756 members 
Mstep: Class 2 contains 65629 members 
Entering Unmasked Estep 
Score: -19193594.000000 Penalty: 5867.949219
	Iteration 7Q: 3 clusters Score -1.919359e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73477 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -19197066.000000 Penalty: 5867.949219
	Iteration 8Q: 3 clusters Score -1.919707e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75994 members 
Mstep: Class 2 contains 61391 members 
Entering Unmasked Estep 
Score: -19201870.000000 Penalty: 5867.949219
	Iteration 9F: 3 clusters Score -1.920187e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -19208616.000000 Penalty: 5867.949219
	Iteration 10F: 3 clusters Score -1.920862e+07 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -19216034.000000 Penalty: 5867.949219
	Iteration 11F: 3 clusters Score -1.921603e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84801 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -19220892.000000 Penalty: 5867.949219
	Iteration 12F: 3 clusters Score -1.922089e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -19223136.000000 Penalty: 5867.949219
	Iteration 13Q: 3 clusters Score -1.922314e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88546 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -19224184.000000 Penalty: 5867.949219
	Iteration 14Q: 3 clusters Score -1.922418e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90239 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -19224900.000000 Penalty: 5867.949219
	Iteration 15Q: 3 clusters Score -1.92249e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91839 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -19225514.000000 Penalty: 5867.949219
	Iteration 16Q: 3 clusters Score -1.922551e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93448 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -19226026.000000 Penalty: 5867.949219
	Iteration 17Q: 3 clusters Score -1.922603e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95008 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -19226590.000000 Penalty: 5867.949219
	Iteration 18Q: 3 clusters Score -1.922659e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96477 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -19227116.000000 Penalty: 5867.949219
	Iteration 19Q: 3 clusters Score -1.922712e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97887 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -19227508.000000 Penalty: 5867.949219
	Iteration 20F: 3 clusters Score -1.922751e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99276 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -19227914.000000 Penalty: 5867.949219
	Iteration 21Q: 3 clusters Score -1.922791e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100688 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -19228232.000000 Penalty: 5867.949219
	Iteration 22Q: 3 clusters Score -1.922823e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102003 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -19228544.000000 Penalty: 5867.949219
	Iteration 23Q: 3 clusters Score -1.922854e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103312 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -19228846.000000 Penalty: 5867.949219
	Iteration 24Q: 3 clusters Score -1.922885e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104639 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -19229224.000000 Penalty: 5867.949219
	Iteration 25Q: 3 clusters Score -1.922922e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105987 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -19229634.000000 Penalty: 5867.949219
	Iteration 26Q: 3 clusters Score -1.922963e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107329 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -19229956.000000 Penalty: 5867.949219
	Iteration 27Q: 3 clusters Score -1.922996e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108720 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -19230430.000000 Penalty: 5867.949219
	Iteration 28Q: 3 clusters Score -1.923043e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110135 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -19230836.000000 Penalty: 5867.949219
	Iteration 29Q: 3 clusters Score -1.923084e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111514 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -19231196.000000 Penalty: 5867.949219
	Iteration 30Q: 3 clusters Score -1.92312e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112932 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -19231540.000000 Penalty: 5867.949219
	Iteration 31Q: 3 clusters Score -1.923154e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114438 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -19231892.000000 Penalty: 5867.949219
	Iteration 32Q: 3 clusters Score -1.923189e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116015 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -19232118.000000 Penalty: 5867.949219
	Iteration 33Q: 3 clusters Score -1.923212e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117660 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -19232600.000000 Penalty: 5867.949219
	Iteration 34Q: 3 clusters Score -1.92326e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119365 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -19232932.000000 Penalty: 5867.949219
	Iteration 35Q: 3 clusters Score -1.923293e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121073 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -19233394.000000 Penalty: 5867.949219
	Iteration 36Q: 3 clusters Score -1.923339e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122728 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -19233796.000000 Penalty: 5867.949219
	Iteration 37Q: 3 clusters Score -1.92338e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124277 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -19234068.000000 Penalty: 5867.949219
	Iteration 38Q: 3 clusters Score -1.923407e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125736 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -19234428.000000 Penalty: 5867.949219
	Iteration 39Q: 3 clusters Score -1.923443e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127080 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -19234740.000000 Penalty: 5867.949219
	Iteration 40F: 3 clusters Score -1.923474e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128353 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -19235138.000000 Penalty: 5867.949219
	Iteration 41Q: 3 clusters Score -1.923514e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129508 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -19235374.000000 Penalty: 5867.949219
	Iteration 42Q: 3 clusters Score -1.923537e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130537 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -19235682.000000 Penalty: 5867.949219
	Iteration 43Q: 3 clusters Score -1.923568e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131407 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -19235892.000000 Penalty: 5867.949219
	Iteration 44Q: 3 clusters Score -1.923589e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132158 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -19236042.000000 Penalty: 5867.949219
	Iteration 45Q: 3 clusters Score -1.923604e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132820 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -19236256.000000 Penalty: 5867.949219
	Iteration 46Q: 3 clusters Score -1.923626e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133373 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -19236318.000000 Penalty: 5867.949219
	Iteration 47Q: 3 clusters Score -1.923632e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133842 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -19236378.000000 Penalty: 5867.949219
	Iteration 48Q: 3 clusters Score -1.923638e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134231 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -19236508.000000 Penalty: 5867.949219
	Iteration 49Q: 3 clusters Score -1.923651e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134538 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -19236512.000000 Penalty: 5867.949219
	Iteration 50Q: 3 clusters Score -1.923651e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134781 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -19236558.000000 Penalty: 5867.949219
	Iteration 51Q: 3 clusters Score -1.923656e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134981 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -19236640.000000 Penalty: 5867.949219
	Iteration 52Q: 3 clusters Score -1.923664e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135142 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -19236720.000000 Penalty: 5867.949219
	Iteration 53Q: 3 clusters Score -1.923672e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135291 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -19236732.000000 Penalty: 5867.949219
	Iteration 54Q: 3 clusters Score -1.923673e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135412 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -19236812.000000 Penalty: 5867.949219
	Iteration 55Q: 3 clusters Score -1.923681e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135521 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -19236818.000000 Penalty: 5867.949219
	Iteration 56Q: 3 clusters Score -1.923682e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135626 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -19236844.000000 Penalty: 5867.949219
	Iteration 57Q: 3 clusters Score -1.923684e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135707 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -19236866.000000 Penalty: 5867.949219
	Iteration 58Q: 3 clusters Score -1.923687e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135784 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -19236858.000000 Penalty: 5867.949219
	Iteration 59Q: 3 clusters Score -1.923686e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135850 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -19236890.000000 Penalty: 5867.949219
	Iteration 60F: 3 clusters Score -1.923689e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135892 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -19236880.000000 Penalty: 5867.949219
	Iteration 61Q: 3 clusters Score -1.923688e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135932 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -19236878.000000 Penalty: 5867.949219
	Iteration 62Q: 3 clusters Score -1.923688e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135966 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -19236862.000000 Penalty: 5867.949219
	Iteration 63Q: 3 clusters Score -1.923686e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135996 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -19236862.000000 Penalty: 5867.949219
	Iteration 64Q: 3 clusters Score -1.923686e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136026 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -19236866.000000 Penalty: 5867.949219
	Iteration 65Q: 3 clusters Score -1.923687e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136052 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -19236866.000000 Penalty: 5867.949219
	Iteration 66Q: 3 clusters Score -1.923687e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136072 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -19236850.000000 Penalty: 5867.949219
	Iteration 67Q: 3 clusters Score -1.923685e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136089 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -19236858.000000 Penalty: 5867.949219
	Iteration 68Q: 3 clusters Score -1.923686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136100 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -19236874.000000 Penalty: 5867.949219
	Iteration 69Q: 3 clusters Score -1.923687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136109 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -19236880.000000 Penalty: 5867.949219
	Iteration 70Q: 3 clusters Score -1.923688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136117 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -19236886.000000 Penalty: 5867.949219
	Iteration 71Q: 3 clusters Score -1.923689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136118 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -19236888.000000 Penalty: 5867.949219
	Iteration 72Q: 3 clusters Score -1.923689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136120 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -19236902.000000 Penalty: 5867.949219
	Iteration 73Q: 3 clusters Score -1.92369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136122 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -19236900.000000 Penalty: 5867.949219
	Iteration 74Q: 3 clusters Score -1.92369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136126 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -19236886.000000 Penalty: 5867.949219
	Iteration 75Q: 3 clusters Score -1.923689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136130 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -19236884.000000 Penalty: 5867.949219
	Iteration 76Q: 3 clusters Score -1.923688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136142 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -19236870.000000 Penalty: 5867.949219
	Iteration 77Q: 3 clusters Score -1.923687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136155 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -19236878.000000 Penalty: 5867.949219
	Iteration 78Q: 3 clusters Score -1.923688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136167 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -19236878.000000 Penalty: 5867.949219
	Iteration 79Q: 3 clusters Score -1.923688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136172 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -19236892.000000 Penalty: 5867.949219
	Iteration 80F: 3 clusters Score -1.923689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136173 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -19236892.000000 Penalty: 5867.949219
	Iteration 81Q: 3 clusters Score -1.923689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136175 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -19236890.000000 Penalty: 5867.949219
	Iteration 82Q: 3 clusters Score -1.923689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136176 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -19236886.000000 Penalty: 5867.949219
	Iteration 83Q: 3 clusters Score -1.923689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136176 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -19236892.000000 Penalty: 5867.949219
	Iteration 84Q: 3 clusters Score -1.923689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136177 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -19236892.000000 Penalty: 5867.949219
	Iteration 85Q: 3 clusters Score -1.923689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136177 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -19236878.000000 Penalty: 5867.949219
	Iteration 86Q: 3 clusters Score -1.923688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136179 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -19236880.000000 Penalty: 5867.949219
	Iteration 87Q: 3 clusters Score -1.923688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136180 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -19236880.000000 Penalty: 5867.949219
	Iteration 88Q: 3 clusters Score -1.923688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136183 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -19236894.000000 Penalty: 5867.949219
	Iteration 89Q: 3 clusters Score -1.923689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136183 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -19236894.000000 Penalty: 5867.949219
	Iteration 90F: 3 clusters Score -1.923689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Entering Unmasked Estep 
Score: -1029068.562500 Penalty: 2202.350830
	Iteration 0F: 2 clusters Score -1029069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1023164.687500 Penalty: 4404.701660
	Iteration 0F: 3 clusters Score -1023165 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1024759.187500 Penalty: 4404.701660
	Iteration 1F: 3 clusters Score -1024759 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1025006.250000 Penalty: 4404.701660
	Iteration 2F: 3 clusters Score -1025006 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1025161.625000 Penalty: 4404.701660
	Iteration 3Q: 3 clusters Score -1025162 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1025271.562500 Penalty: 4404.701660
	Iteration 4Q: 3 clusters Score -1025272 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1025340.937500 Penalty: 4404.701660
	Iteration 5Q: 3 clusters Score -1025341 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1025387.562500 Penalty: 4404.701660
	Iteration 6Q: 3 clusters Score -1025388 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1025429.250000 Penalty: 4404.701660
	Iteration 7Q: 3 clusters Score -1025429 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1025463.625000 Penalty: 4404.701660
	Iteration 8Q: 3 clusters Score -1025464 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1025491.437500 Penalty: 4404.701660
	Iteration 9Q: 3 clusters Score -1025491 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1025516.937500 Penalty: 4404.701660
	Iteration 10Q: 3 clusters Score -1025517 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1025538.250000 Penalty: 4404.701660
	Iteration 11Q: 3 clusters Score -1025538 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1025564.062500 Penalty: 4404.701660
	Iteration 12Q: 3 clusters Score -1025564 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1025599.937500 Penalty: 4404.701660
	Iteration 13Q: 3 clusters Score -1025600 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1025640.437500 Penalty: 4404.701660
	Iteration 14Q: 3 clusters Score -1025640 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1025693.062500 Penalty: 4404.701660
	Iteration 15Q: 3 clusters Score -1025693 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1025738.125000 Penalty: 4404.701660
	Iteration 16Q: 3 clusters Score -1025738 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1025782.000000 Penalty: 4404.701660
	Iteration 17Q: 3 clusters Score -1025782 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1025837.750000 Penalty: 4404.701660
	Iteration 18Q: 3 clusters Score -1025838 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1025906.250000 Penalty: 4404.701660
	Iteration 19Q: 3 clusters Score -1025906 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1025971.687500 Penalty: 4404.701660
	Iteration 20F: 3 clusters Score -1025972 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1026056.125000 Penalty: 4404.701660
	Iteration 21Q: 3 clusters Score -1026056 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1026172.562500 Penalty: 4404.701660
	Iteration 22Q: 3 clusters Score -1026173 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1026294.625000 Penalty: 4404.701660
	Iteration 23Q: 3 clusters Score -1026295 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1026397.875000 Penalty: 4404.701660
	Iteration 24Q: 3 clusters Score -1026398 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1026493.437500 Penalty: 4404.701660
	Iteration 25Q: 3 clusters Score -1026493 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1026562.687500 Penalty: 4404.701660
	Iteration 26Q: 3 clusters Score -1026563 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1026631.500000 Penalty: 4404.701660
	Iteration 27Q: 3 clusters Score -1026632 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1026700.625000 Penalty: 4404.701660
	Iteration 28Q: 3 clusters Score -1026701 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1026773.750000 Penalty: 4404.701660
	Iteration 29Q: 3 clusters Score -1026774 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1026840.562500 Penalty: 4404.701660
	Iteration 30Q: 3 clusters Score -1026841 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1026879.875000 Penalty: 4404.701660
	Iteration 31Q: 3 clusters Score -1026880 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1026919.750000 Penalty: 4404.701660
	Iteration 32Q: 3 clusters Score -1026920 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1026949.500000 Penalty: 4404.701660
	Iteration 33Q: 3 clusters Score -1026950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1026966.312500 Penalty: 4404.701660
	Iteration 34Q: 3 clusters Score -1026966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1026982.937500 Penalty: 4404.701660
	Iteration 35Q: 3 clusters Score -1026983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1027000.375000 Penalty: 4404.701660
	Iteration 36Q: 3 clusters Score -1027000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1027008.250000 Penalty: 4404.701660
	Iteration 37Q: 3 clusters Score -1027008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1027020.875000 Penalty: 4404.701660
	Iteration 38Q: 3 clusters Score -1027021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1027023.000000 Penalty: 4404.701660
	Iteration 39Q: 3 clusters Score -1027023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1027030.000000 Penalty: 4404.701660
	Iteration 40F: 3 clusters Score -1027030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1027033.562500 Penalty: 4404.701660
	Iteration 41Q: 3 clusters Score -1027034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1027033.625000 Penalty: 4404.701660
	Iteration 42Q: 3 clusters Score -1027034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1027036.812500 Penalty: 4404.701660
	Iteration 43Q: 3 clusters Score -1027037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1027041.000000 Penalty: 4404.701660
	Iteration 44Q: 3 clusters Score -1027041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1027044.062500 Penalty: 4404.701660
	Iteration 45Q: 3 clusters Score -1027044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1027044.625000 Penalty: 4404.701660
	Iteration 46Q: 3 clusters Score -1027045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1027044.937500 Penalty: 4404.701660
	Iteration 47Q: 3 clusters Score -1027045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1027044.937500 Penalty: 4404.701660
	Iteration 48F: 3 clusters Score -1027045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Entering Unmasked Estep 
Score: -3106592.750000 Penalty: 2482.046875
	Iteration 0F: 2 clusters Score -3106593 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 11169 members 
Entering Unmasked Estep 
Score: -3091035.000000 Penalty: 4964.093750
	Iteration 0F: 3 clusters Score -3091035 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -3096353.250000 Penalty: 4964.093750
	Iteration 1F: 3 clusters Score -3096353 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -3096797.000000 Penalty: 4964.093750
	Iteration 2F: 3 clusters Score -3096797 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3097178.250000 Penalty: 4964.093750
	Iteration 3Q: 3 clusters Score -3097178 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3097486.000000 Penalty: 4964.093750
	Iteration 4Q: 3 clusters Score -3097486 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3097834.000000 Penalty: 4964.093750
	Iteration 5Q: 3 clusters Score -3097834 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -3098206.500000 Penalty: 4964.093750
	Iteration 6Q: 3 clusters Score -3098206 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3098627.000000 Penalty: 4964.093750
	Iteration 7Q: 3 clusters Score -3098627 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3099121.250000 Penalty: 4964.093750
	Iteration 8Q: 3 clusters Score -3099121 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3099780.500000 Penalty: 4964.093750
	Iteration 9Q: 3 clusters Score -3099780 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -3100510.250000 Penalty: 4964.093750
	Iteration 10F: 3 clusters Score -3100510 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -3101315.500000 Penalty: 4964.093750
	Iteration 11F: 3 clusters Score -3101316 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -3102122.500000 Penalty: 4964.093750
	Iteration 12Q: 3 clusters Score -3102122 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -3102848.250000 Penalty: 4964.093750
	Iteration 13Q: 3 clusters Score -3102848 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -3103399.500000 Penalty: 4964.093750
	Iteration 14Q: 3 clusters Score -3103400 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -3103750.250000 Penalty: 4964.093750
	Iteration 15Q: 3 clusters Score -3103750 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -3104031.000000 Penalty: 4964.093750
	Iteration 16Q: 3 clusters Score -3104031 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -3104199.750000 Penalty: 4964.093750
	Iteration 17Q: 3 clusters Score -3104200 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -3104284.250000 Penalty: 4964.093750
	Iteration 18Q: 3 clusters Score -3104284 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -3104365.500000 Penalty: 4964.093750
	Iteration 19Q: 3 clusters Score -3104366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -3104412.250000 Penalty: 4964.093750
	Iteration 20F: 3 clusters Score -3104412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -3104456.250000 Penalty: 4964.093750
	Iteration 21Q: 3 clusters Score -3104456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3104481.000000 Penalty: 4964.093750
	Iteration 22Q: 3 clusters Score -3104481 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3104512.250000 Penalty: 4964.093750
	Iteration 23Q: 3 clusters Score -3104512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -3104533.750000 Penalty: 4964.093750
	Iteration 24Q: 3 clusters Score -3104534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -3104549.250000 Penalty: 4964.093750
	Iteration 25Q: 3 clusters Score -3104549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -3104551.250000 Penalty: 4964.093750
	Iteration 26Q: 3 clusters Score -3104551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3104549.250000 Penalty: 4964.093750
	Iteration 27Q: 3 clusters Score -3104549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -3104556.000000 Penalty: 4964.093750
	Iteration 28Q: 3 clusters Score -3104556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3104561.000000 Penalty: 4964.093750
	Iteration 29Q: 3 clusters Score -3104561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -3104561.500000 Penalty: 4964.093750
	Iteration 30Q: 3 clusters Score -3104562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3104559.500000 Penalty: 4964.093750
	Iteration 31Q: 3 clusters Score -3104560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3104562.750000 Penalty: 4964.093750
	Iteration 32Q: 3 clusters Score -3104563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3104562.750000 Penalty: 4964.093750
	Iteration 33F: 3 clusters Score -3104563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -125901.078125 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -125901.1 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 478 members 
Entering Unmasked Estep 
Score: -124047.273438 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -124047.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -124475.812500 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -124475.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -124878.554688 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -124878.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -125270.859375 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -125270.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -125695.929688 Penalty: 3419.756348
	Iteration 4F: 3 clusters Score -125695.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -125893.523438 Penalty: 3419.756348
	Iteration 5F: 3 clusters Score -125893.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -125972.617188 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -125972.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -126004.968750 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -126005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -126032.687500 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -126032.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -126061.718750 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -126061.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -126082.882812 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -126082.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -126085.851562 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -126085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -126089.203125 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -126089.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -126091.507812 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -126091.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -126093.078125 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -126093.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -126097.906250 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -126097.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -126097.906250 Penalty: 3419.756348
	Iteration 16F: 3 clusters Score -126097.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5157 members 
Mstep: Class 3 contains 7549 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 137385 members 
Mstep: Class 6 contains 7190 members 
Mstep: Class 7 contains 22209 members 
Mstep: Class 8 contains 288 members 
Mstep: Class 9 contains 293746 members 
Mstep: Class 10 contains 60026 members 
Mstep: Class 11 contains 41910 members 
Mstep: Class 12 contains 27283 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42456 members 
Mstep: Class 18 contains 18804 members 
Mstep: Class 19 contains 14505 members 
Mstep: Class 20 contains 105389 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202195 members 
Mstep: Class 23 contains 699 members 
Entering Unmasked Estep 
Score: -135800800.000000 Penalty: 78787.804688
Splitting cluster 8 changes total score from -135802416.000000 to -135800800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (293746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293746 members 
Entering Unmasked Estep 
Score: -40255168.000000 Penalty: 3122.436523
	Iteration 0F: 2 clusters Score -4.025517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146815 members 
Mstep: Class 2 contains 146931 members 
Entering Unmasked Estep 
Score: -40080716.000000 Penalty: 6244.873047
	Iteration 0F: 3 clusters Score -4.008072e+07 nChanged 142500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144169 members 
Mstep: Class 2 contains 149577 members 
Entering Unmasked Estep 
Score: -40165216.000000 Penalty: 6244.873047
	Iteration 1F: 3 clusters Score -4.016522e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142772 members 
Mstep: Class 2 contains 150974 members 
Entering Unmasked Estep 
Score: -40166180.000000 Penalty: 6244.873047
	Iteration 2Q: 3 clusters Score -4.016618e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140475 members 
Mstep: Class 2 contains 153271 members 
Entering Unmasked Estep 
Score: -40167276.000000 Penalty: 6244.873047
	Iteration 3Q: 3 clusters Score -4.016728e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137122 members 
Mstep: Class 2 contains 156624 members 
Entering Unmasked Estep 
Score: -40168992.000000 Penalty: 6244.873047
	Iteration 4Q: 3 clusters Score -4.016899e+07 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132032 members 
Mstep: Class 2 contains 161714 members 
Entering Unmasked Estep 
Score: -40171532.000000 Penalty: 6244.873047
	Iteration 5Q: 3 clusters Score -4.017153e+07 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124320 members 
Mstep: Class 2 contains 169426 members 
Entering Unmasked Estep 
Score: -40175512.000000 Penalty: 6244.873047
	Iteration 6Q: 3 clusters Score -4.017551e+07 nChanged 13800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113188 members 
Mstep: Class 2 contains 180558 members 
Entering Unmasked Estep 
Score: -40182368.000000 Penalty: 6244.873047
	Iteration 7Q: 3 clusters Score -4.018237e+07 nChanged 17186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98080 members 
Mstep: Class 2 contains 195666 members 
Entering Unmasked Estep 
Score: -40193032.000000 Penalty: 6244.873047
	Iteration 8F: 3 clusters Score -4.019303e+07 nChanged 19859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79805 members 
Mstep: Class 2 contains 213941 members 
Entering Unmasked Estep 
Score: -40208208.000000 Penalty: 6244.873047
	Iteration 9F: 3 clusters Score -4.020821e+07 nChanged 20198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 232929 members 
Entering Unmasked Estep 
Score: -40224772.000000 Penalty: 6244.873047
	Iteration 10F: 3 clusters Score -4.022477e+07 nChanged 17124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 248903 members 
Entering Unmasked Estep 
Score: -40235604.000000 Penalty: 6244.873047
	Iteration 11F: 3 clusters Score -4.02356e+07 nChanged 12692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 260481 members 
Entering Unmasked Estep 
Score: -40241452.000000 Penalty: 6244.873047
	Iteration 12Q: 3 clusters Score -4.024145e+07 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 268689 members 
Entering Unmasked Estep 
Score: -40245308.000000 Penalty: 6244.873047
	Iteration 13Q: 3 clusters Score -4.024531e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 274683 members 
Entering Unmasked Estep 
Score: -40247176.000000 Penalty: 6244.873047
	Iteration 14Q: 3 clusters Score -4.024718e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 279147 members 
Entering Unmasked Estep 
Score: -40247948.000000 Penalty: 6244.873047
	Iteration 15Q: 3 clusters Score -4.024795e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 282603 members 
Entering Unmasked Estep 
Score: -40249180.000000 Penalty: 6244.873047
	Iteration 16Q: 3 clusters Score -4.024918e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 285261 members 
Entering Unmasked Estep 
Score: -40249964.000000 Penalty: 6244.873047
	Iteration 17Q: 3 clusters Score -4.024996e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 287239 members 
Entering Unmasked Estep 
Score: -40250224.000000 Penalty: 6244.873047
	Iteration 18Q: 3 clusters Score -4.025022e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 288797 members 
Entering Unmasked Estep 
Score: -40250656.000000 Penalty: 6244.873047
	Iteration 19Q: 3 clusters Score -4.025066e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 289942 members 
Entering Unmasked Estep 
Score: -40251028.000000 Penalty: 6244.873047
	Iteration 20F: 3 clusters Score -4.025103e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 290745 members 
Entering Unmasked Estep 
Score: -40251312.000000 Penalty: 6244.873047
	Iteration 21Q: 3 clusters Score -4.025131e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 291308 members 
Entering Unmasked Estep 
Score: -40251468.000000 Penalty: 6244.873047
	Iteration 22Q: 3 clusters Score -4.025147e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 291704 members 
Entering Unmasked Estep 
Score: -40251644.000000 Penalty: 6244.873047
	Iteration 23Q: 3 clusters Score -4.025164e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 291970 members 
Entering Unmasked Estep 
Score: -40251804.000000 Penalty: 6244.873047
	Iteration 24Q: 3 clusters Score -4.02518e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 292149 members 
Entering Unmasked Estep 
Score: -40251968.000000 Penalty: 6244.873047
	Iteration 25Q: 3 clusters Score -4.025197e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 292292 members 
Entering Unmasked Estep 
Score: -40252000.000000 Penalty: 6244.873047
	Iteration 26Q: 3 clusters Score -4.0252e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 292386 members 
Entering Unmasked Estep 
Score: -40252060.000000 Penalty: 6244.873047
	Iteration 27Q: 3 clusters Score -4.025206e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 292444 members 
Entering Unmasked Estep 
Score: -40252116.000000 Penalty: 6244.873047
	Iteration 28Q: 3 clusters Score -4.025212e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 292510 members 
Entering Unmasked Estep 
Score: -40252148.000000 Penalty: 6244.873047
	Iteration 29Q: 3 clusters Score -4.025215e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 292557 members 
Entering Unmasked Estep 
Score: -40252168.000000 Penalty: 6244.873047
	Iteration 30Q: 3 clusters Score -4.025217e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 292595 members 
Entering Unmasked Estep 
Score: -40252224.000000 Penalty: 6244.873047
	Iteration 31Q: 3 clusters Score -4.025222e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 292632 members 
Entering Unmasked Estep 
Score: -40252228.000000 Penalty: 6244.873047
	Iteration 32Q: 3 clusters Score -4.025223e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 292657 members 
Entering Unmasked Estep 
Score: -40252256.000000 Penalty: 6244.873047
	Iteration 33Q: 3 clusters Score -4.025226e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 292674 members 
Entering Unmasked Estep 
Score: -40252284.000000 Penalty: 6244.873047
	Iteration 34Q: 3 clusters Score -4.025228e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 292691 members 
Entering Unmasked Estep 
Score: -40252288.000000 Penalty: 6244.873047
	Iteration 35Q: 3 clusters Score -4.025229e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 292705 members 
Entering Unmasked Estep 
Score: -40252312.000000 Penalty: 6244.873047
	Iteration 36Q: 3 clusters Score -4.025231e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 292719 members 
Entering Unmasked Estep 
Score: -40252348.000000 Penalty: 6244.873047
	Iteration 37Q: 3 clusters Score -4.025235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 292729 members 
Entering Unmasked Estep 
Score: -40252332.000000 Penalty: 6244.873047
	Iteration 38Q: 3 clusters Score -4.025233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 292735 members 
Entering Unmasked Estep 
Score: -40252356.000000 Penalty: 6244.873047
	Iteration 39Q: 3 clusters Score -4.025236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 292744 members 
Entering Unmasked Estep 
Score: -40252344.000000 Penalty: 6244.873047
	Iteration 40F: 3 clusters Score -4.025234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 292747 members 
Entering Unmasked Estep 
Score: -40252348.000000 Penalty: 6244.873047
	Iteration 41Q: 3 clusters Score -4.025235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 292748 members 
Entering Unmasked Estep 
Score: -40252352.000000 Penalty: 6244.873047
	Iteration 42Q: 3 clusters Score -4.025235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 292749 members 
Entering Unmasked Estep 
Score: -40252352.000000 Penalty: 6244.873047
	Iteration 43Q: 3 clusters Score -4.025235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 292749 members 
Entering Unmasked Estep 
Score: -40252352.000000 Penalty: 6244.873047
	Iteration 44F: 3 clusters Score -4.025235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (60026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Entering Unmasked Estep 
Score: -8401324.000000 Penalty: 2728.628174
	Iteration 0F: 2 clusters Score -8401324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -8360802.000000 Penalty: 5457.256348
	Iteration 0F: 3 clusters Score -8360802 nChanged 28062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -8376646.500000 Penalty: 5457.256348
	Iteration 1F: 3 clusters Score -8376646 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -8377367.000000 Penalty: 5457.256348
	Iteration 2Q: 3 clusters Score -8377367 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -8378180.500000 Penalty: 5457.256348
	Iteration 3Q: 3 clusters Score -8378180 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -8379212.500000 Penalty: 5457.256348
	Iteration 4Q: 3 clusters Score -8379212 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -8380544.000000 Penalty: 5457.256348
	Iteration 5Q: 3 clusters Score -8380544 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -8382277.000000 Penalty: 5457.256348
	Iteration 6F: 3 clusters Score -8382277 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -8384631.500000 Penalty: 5457.256348
	Iteration 7F: 3 clusters Score -8384632 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -8387310.500000 Penalty: 5457.256348
	Iteration 8F: 3 clusters Score -8387310 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -8390050.000000 Penalty: 5457.256348
	Iteration 9F: 3 clusters Score -8390050 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -8392316.000000 Penalty: 5457.256348
	Iteration 10Q: 3 clusters Score -8392316 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -8393845.000000 Penalty: 5457.256348
	Iteration 11Q: 3 clusters Score -8393845 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -8394958.000000 Penalty: 5457.256348
	Iteration 12Q: 3 clusters Score -8394958 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -8395712.000000 Penalty: 5457.256348
	Iteration 13Q: 3 clusters Score -8395712 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -8396238.000000 Penalty: 5457.256348
	Iteration 14Q: 3 clusters Score -8396238 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -8396719.000000 Penalty: 5457.256348
	Iteration 15Q: 3 clusters Score -8396719 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -8397167.000000 Penalty: 5457.256348
	Iteration 16Q: 3 clusters Score -8397167 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56628 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -8397605.000000 Penalty: 5457.256348
	Iteration 17Q: 3 clusters Score -8397605 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57204 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -8397965.000000 Penalty: 5457.256348
	Iteration 18Q: 3 clusters Score -8397965 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57695 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8398236.000000 Penalty: 5457.256348
	Iteration 19Q: 3 clusters Score -8398236 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -8398475.000000 Penalty: 5457.256348
	Iteration 20F: 3 clusters Score -8398475 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -8398617.000000 Penalty: 5457.256348
	Iteration 21Q: 3 clusters Score -8398617 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -8398707.000000 Penalty: 5457.256348
	Iteration 22Q: 3 clusters Score -8398707 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8398776.000000 Penalty: 5457.256348
	Iteration 23Q: 3 clusters Score -8398776 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58806 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8398815.000000 Penalty: 5457.256348
	Iteration 24Q: 3 clusters Score -8398815 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8398871.000000 Penalty: 5457.256348
	Iteration 25Q: 3 clusters Score -8398871 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8398912.000000 Penalty: 5457.256348
	Iteration 26Q: 3 clusters Score -8398912 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8398958.000000 Penalty: 5457.256348
	Iteration 27Q: 3 clusters Score -8398958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8398990.000000 Penalty: 5457.256348
	Iteration 28Q: 3 clusters Score -8398990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59122 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8398999.000000 Penalty: 5457.256348
	Iteration 29Q: 3 clusters Score -8398999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8399029.000000 Penalty: 5457.256348
	Iteration 30Q: 3 clusters Score -8399029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59173 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8399026.000000 Penalty: 5457.256348
	Iteration 31Q: 3 clusters Score -8399026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8399031.000000 Penalty: 5457.256348
	Iteration 32Q: 3 clusters Score -8399031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8399037.000000 Penalty: 5457.256348
	Iteration 33Q: 3 clusters Score -8399037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8399054.000000 Penalty: 5457.256348
	Iteration 34Q: 3 clusters Score -8399054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8399063.000000 Penalty: 5457.256348
	Iteration 35Q: 3 clusters Score -8399063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8399072.000000 Penalty: 5457.256348
	Iteration 36Q: 3 clusters Score -8399072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8399081.000000 Penalty: 5457.256348
	Iteration 37Q: 3 clusters Score -8399081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59252 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8399096.000000 Penalty: 5457.256348
	Iteration 38Q: 3 clusters Score -8399096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8399109.000000 Penalty: 5457.256348
	Iteration 39Q: 3 clusters Score -8399109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8399104.000000 Penalty: 5457.256348
	Iteration 40F: 3 clusters Score -8399104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8399110.000000 Penalty: 5457.256348
	Iteration 41Q: 3 clusters Score -8399110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59280 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8399111.000000 Penalty: 5457.256348
	Iteration 42Q: 3 clusters Score -8399111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8399117.000000 Penalty: 5457.256348
	Iteration 43Q: 3 clusters Score -8399117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59287 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8399111.000000 Penalty: 5457.256348
	Iteration 44Q: 3 clusters Score -8399111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8399117.000000 Penalty: 5457.256348
	Iteration 45Q: 3 clusters Score -8399117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8399123.000000 Penalty: 5457.256348
	Iteration 46Q: 3 clusters Score -8399123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8399124.000000 Penalty: 5457.256348
	Iteration 47Q: 3 clusters Score -8399124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8399126.000000 Penalty: 5457.256348
	Iteration 48Q: 3 clusters Score -8399126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8399124.000000 Penalty: 5457.256348
	Iteration 49Q: 3 clusters Score -8399124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8399129.000000 Penalty: 5457.256348
	Iteration 50Q: 3 clusters Score -8399129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8399127.000000 Penalty: 5457.256348
	Iteration 51Q: 3 clusters Score -8399127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8399128.000000 Penalty: 5457.256348
	Iteration 52Q: 3 clusters Score -8399128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8399130.000000 Penalty: 5457.256348
	Iteration 53Q: 3 clusters Score -8399130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8399124.000000 Penalty: 5457.256348
	Iteration 54Q: 3 clusters Score -8399124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8399120.000000 Penalty: 5457.256348
	Iteration 55Q: 3 clusters Score -8399120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8399124.000000 Penalty: 5457.256348
	Iteration 56Q: 3 clusters Score -8399124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59315 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8399121.000000 Penalty: 5457.256348
	Iteration 57Q: 3 clusters Score -8399121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59321 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8399131.000000 Penalty: 5457.256348
	Iteration 58Q: 3 clusters Score -8399131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8399132.000000 Penalty: 5457.256348
	Iteration 59Q: 3 clusters Score -8399132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8399142.000000 Penalty: 5457.256348
	Iteration 60F: 3 clusters Score -8399142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59342 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8399141.000000 Penalty: 5457.256348
	Iteration 61Q: 3 clusters Score -8399141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59350 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8399164.000000 Penalty: 5457.256348
	Iteration 62Q: 3 clusters Score -8399164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59355 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8399171.000000 Penalty: 5457.256348
	Iteration 63Q: 3 clusters Score -8399171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59354 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8399164.000000 Penalty: 5457.256348
	Iteration 64Q: 3 clusters Score -8399164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8399168.000000 Penalty: 5457.256348
	Iteration 65Q: 3 clusters Score -8399168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8399174.000000 Penalty: 5457.256348
	Iteration 66Q: 3 clusters Score -8399174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8399177.000000 Penalty: 5457.256348
	Iteration 67Q: 3 clusters Score -8399177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8399182.000000 Penalty: 5457.256348
	Iteration 68Q: 3 clusters Score -8399182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8399183.000000 Penalty: 5457.256348
	Iteration 69Q: 3 clusters Score -8399183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8399171.000000 Penalty: 5457.256348
	Iteration 70Q: 3 clusters Score -8399171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8399171.000000 Penalty: 5457.256348
	Iteration 71F: 3 clusters Score -8399171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Entering Unmasked Estep 
Score: -5664776.000000 Penalty: 2639.533447
	Iteration 0F: 2 clusters Score -5664776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -5636500.500000 Penalty: 5279.066895
	Iteration 0F: 3 clusters Score -5636500 nChanged 19037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -5646909.000000 Penalty: 5279.066895
	Iteration 1F: 3 clusters Score -5646909 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -5647316.500000 Penalty: 5279.066895
	Iteration 2Q: 3 clusters Score -5647316 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -5647694.000000 Penalty: 5279.066895
	Iteration 3Q: 3 clusters Score -5647694 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -5648115.500000 Penalty: 5279.066895
	Iteration 4Q: 3 clusters Score -5648116 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -5648566.500000 Penalty: 5279.066895
	Iteration 5Q: 3 clusters Score -5648566 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -5649269.000000 Penalty: 5279.066895
	Iteration 6Q: 3 clusters Score -5649269 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -5650387.500000 Penalty: 5279.066895
	Iteration 7F: 3 clusters Score -5650388 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -5652183.000000 Penalty: 5279.066895
	Iteration 8F: 3 clusters Score -5652183 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -5654990.000000 Penalty: 5279.066895
	Iteration 9F: 3 clusters Score -5654990 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -5658278.500000 Penalty: 5279.066895
	Iteration 10F: 3 clusters Score -5658278 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5660683.500000 Penalty: 5279.066895
	Iteration 11F: 3 clusters Score -5660684 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5661744.500000 Penalty: 5279.066895
	Iteration 12Q: 3 clusters Score -5661744 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5662127.000000 Penalty: 5279.066895
	Iteration 13Q: 3 clusters Score -5662127 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5662253.000000 Penalty: 5279.066895
	Iteration 14Q: 3 clusters Score -5662253 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5662312.500000 Penalty: 5279.066895
	Iteration 15Q: 3 clusters Score -5662312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5662337.500000 Penalty: 5279.066895
	Iteration 16Q: 3 clusters Score -5662338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5662360.000000 Penalty: 5279.066895
	Iteration 17Q: 3 clusters Score -5662360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5662384.000000 Penalty: 5279.066895
	Iteration 18Q: 3 clusters Score -5662384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5662392.000000 Penalty: 5279.066895
	Iteration 19Q: 3 clusters Score -5662392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5662402.500000 Penalty: 5279.066895
	Iteration 20F: 3 clusters Score -5662402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5662407.000000 Penalty: 5279.066895
	Iteration 21Q: 3 clusters Score -5662407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5662407.500000 Penalty: 5279.066895
	Iteration 22Q: 3 clusters Score -5662408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5662412.500000 Penalty: 5279.066895
	Iteration 23Q: 3 clusters Score -5662412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5662422.500000 Penalty: 5279.066895
	Iteration 24Q: 3 clusters Score -5662422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5662420.000000 Penalty: 5279.066895
	Iteration 25Q: 3 clusters Score -5662420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5662427.000000 Penalty: 5279.066895
	Iteration 26Q: 3 clusters Score -5662427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -5662434.500000 Penalty: 5279.066895
	Iteration 27Q: 3 clusters Score -5662434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5662433.500000 Penalty: 5279.066895
	Iteration 28Q: 3 clusters Score -5662434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5662433.500000 Penalty: 5279.066895
	Iteration 29F: 3 clusters Score -5662434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Entering Unmasked Estep 
Score: -3819831.500000 Penalty: 2533.076660
	Iteration 0F: 2 clusters Score -3819832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3801081.500000 Penalty: 5066.153320
	Iteration 0F: 3 clusters Score -3801082 nChanged 12263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3807624.250000 Penalty: 5066.153320
	Iteration 1F: 3 clusters Score -3807624 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3808111.250000 Penalty: 5066.153320
	Iteration 2Q: 3 clusters Score -3808111 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -3808625.500000 Penalty: 5066.153320
	Iteration 3Q: 3 clusters Score -3808626 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3809128.250000 Penalty: 5066.153320
	Iteration 4Q: 3 clusters Score -3809128 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3809707.000000 Penalty: 5066.153320
	Iteration 5Q: 3 clusters Score -3809707 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3810315.500000 Penalty: 5066.153320
	Iteration 6Q: 3 clusters Score -3810316 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3810970.000000 Penalty: 5066.153320
	Iteration 7Q: 3 clusters Score -3810970 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -3811794.500000 Penalty: 5066.153320
	Iteration 8F: 3 clusters Score -3811794 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -3812881.750000 Penalty: 5066.153320
	Iteration 9F: 3 clusters Score -3812882 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -3814141.750000 Penalty: 5066.153320
	Iteration 10F: 3 clusters Score -3814142 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -3815203.500000 Penalty: 5066.153320
	Iteration 11F: 3 clusters Score -3815204 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3815749.250000 Penalty: 5066.153320
	Iteration 12Q: 3 clusters Score -3815749 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -3816007.500000 Penalty: 5066.153320
	Iteration 13Q: 3 clusters Score -3816008 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -3816163.500000 Penalty: 5066.153320
	Iteration 14Q: 3 clusters Score -3816164 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -3816257.750000 Penalty: 5066.153320
	Iteration 15Q: 3 clusters Score -3816258 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -3816341.500000 Penalty: 5066.153320
	Iteration 16Q: 3 clusters Score -3816342 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -3816419.000000 Penalty: 5066.153320
	Iteration 17Q: 3 clusters Score -3816419 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3816468.750000 Penalty: 5066.153320
	Iteration 18Q: 3 clusters Score -3816469 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -3816515.000000 Penalty: 5066.153320
	Iteration 19Q: 3 clusters Score -3816515 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -3816547.500000 Penalty: 5066.153320
	Iteration 20F: 3 clusters Score -3816548 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -3816612.500000 Penalty: 5066.153320
	Iteration 21Q: 3 clusters Score -3816612 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -3816646.000000 Penalty: 5066.153320
	Iteration 22Q: 3 clusters Score -3816646 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -3816673.500000 Penalty: 5066.153320
	Iteration 23Q: 3 clusters Score -3816674 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -3816699.000000 Penalty: 5066.153320
	Iteration 24Q: 3 clusters Score -3816699 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -3816717.750000 Penalty: 5066.153320
	Iteration 25Q: 3 clusters Score -3816718 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -3816742.000000 Penalty: 5066.153320
	Iteration 26Q: 3 clusters Score -3816742 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -3816756.250000 Penalty: 5066.153320
	Iteration 27Q: 3 clusters Score -3816756 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -3816797.250000 Penalty: 5066.153320
	Iteration 28Q: 3 clusters Score -3816797 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -3816820.250000 Penalty: 5066.153320
	Iteration 29Q: 3 clusters Score -3816820 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -3816828.000000 Penalty: 5066.153320
	Iteration 30Q: 3 clusters Score -3816828 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3816853.750000 Penalty: 5066.153320
	Iteration 31Q: 3 clusters Score -3816854 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -3816870.250000 Penalty: 5066.153320
	Iteration 32Q: 3 clusters Score -3816870 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -3816891.250000 Penalty: 5066.153320
	Iteration 33Q: 3 clusters Score -3816891 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -3816905.000000 Penalty: 5066.153320
	Iteration 34Q: 3 clusters Score -3816905 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -3816945.750000 Penalty: 5066.153320
	Iteration 35Q: 3 clusters Score -3816946 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -3816971.250000 Penalty: 5066.153320
	Iteration 36Q: 3 clusters Score -3816971 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3816984.000000 Penalty: 5066.153320
	Iteration 37Q: 3 clusters Score -3816984 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -3816996.500000 Penalty: 5066.153320
	Iteration 38Q: 3 clusters Score -3816996 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -3817003.250000 Penalty: 5066.153320
	Iteration 39Q: 3 clusters Score -3817003 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -3817031.500000 Penalty: 5066.153320
	Iteration 40F: 3 clusters Score -3817032 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -3817038.000000 Penalty: 5066.153320
	Iteration 41Q: 3 clusters Score -3817038 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3817065.250000 Penalty: 5066.153320
	Iteration 42Q: 3 clusters Score -3817065 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -3817083.750000 Penalty: 5066.153320
	Iteration 43Q: 3 clusters Score -3817084 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -3817105.000000 Penalty: 5066.153320
	Iteration 44Q: 3 clusters Score -3817105 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3817126.250000 Penalty: 5066.153320
	Iteration 45Q: 3 clusters Score -3817126 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -3817153.250000 Penalty: 5066.153320
	Iteration 46Q: 3 clusters Score -3817153 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -3817172.500000 Penalty: 5066.153320
	Iteration 47Q: 3 clusters Score -3817172 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -3817184.250000 Penalty: 5066.153320
	Iteration 48Q: 3 clusters Score -3817184 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -3817221.750000 Penalty: 5066.153320
	Iteration 49Q: 3 clusters Score -3817222 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -3817237.500000 Penalty: 5066.153320
	Iteration 50Q: 3 clusters Score -3817238 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -3817263.750000 Penalty: 5066.153320
	Iteration 51Q: 3 clusters Score -3817264 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -3817279.500000 Penalty: 5066.153320
	Iteration 52Q: 3 clusters Score -3817280 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -3817289.750000 Penalty: 5066.153320
	Iteration 53Q: 3 clusters Score -3817290 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3817313.000000 Penalty: 5066.153320
	Iteration 54Q: 3 clusters Score -3817313 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -3817331.500000 Penalty: 5066.153320
	Iteration 55Q: 3 clusters Score -3817332 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -3817365.750000 Penalty: 5066.153320
	Iteration 56Q: 3 clusters Score -3817366 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -3817388.250000 Penalty: 5066.153320
	Iteration 57Q: 3 clusters Score -3817388 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -3817398.000000 Penalty: 5066.153320
	Iteration 58Q: 3 clusters Score -3817398 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -3817435.750000 Penalty: 5066.153320
	Iteration 59Q: 3 clusters Score -3817436 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -3817481.000000 Penalty: 5066.153320
	Iteration 60F: 3 clusters Score -3817481 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -3817497.750000 Penalty: 5066.153320
	Iteration 61Q: 3 clusters Score -3817498 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -3817518.500000 Penalty: 5066.153320
	Iteration 62Q: 3 clusters Score -3817518 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -3817551.000000 Penalty: 5066.153320
	Iteration 63Q: 3 clusters Score -3817551 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3817568.250000 Penalty: 5066.153320
	Iteration 64Q: 3 clusters Score -3817568 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -3817578.500000 Penalty: 5066.153320
	Iteration 65Q: 3 clusters Score -3817578 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3817605.000000 Penalty: 5066.153320
	Iteration 66Q: 3 clusters Score -3817605 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3817639.250000 Penalty: 5066.153320
	Iteration 67Q: 3 clusters Score -3817639 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3817674.000000 Penalty: 5066.153320
	Iteration 68Q: 3 clusters Score -3817674 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3817709.250000 Penalty: 5066.153320
	Iteration 69Q: 3 clusters Score -3817709 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3817744.250000 Penalty: 5066.153320
	Iteration 70Q: 3 clusters Score -3817744 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -3817762.000000 Penalty: 5066.153320
	Iteration 71Q: 3 clusters Score -3817762 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3817779.750000 Penalty: 5066.153320
	Iteration 72Q: 3 clusters Score -3817780 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3817780.500000 Penalty: 5066.153320
	Iteration 73Q: 3 clusters Score -3817780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -3817810.750000 Penalty: 5066.153320
	Iteration 74Q: 3 clusters Score -3817811 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3817826.000000 Penalty: 5066.153320
	Iteration 75Q: 3 clusters Score -3817826 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -3817847.500000 Penalty: 5066.153320
	Iteration 76Q: 3 clusters Score -3817848 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3817866.000000 Penalty: 5066.153320
	Iteration 77Q: 3 clusters Score -3817866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3817884.750000 Penalty: 5066.153320
	Iteration 78Q: 3 clusters Score -3817885 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3817898.500000 Penalty: 5066.153320
	Iteration 79Q: 3 clusters Score -3817898 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -3817916.000000 Penalty: 5066.153320
	Iteration 80F: 3 clusters Score -3817916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3817925.750000 Penalty: 5066.153320
	Iteration 81Q: 3 clusters Score -3817926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3817932.000000 Penalty: 5066.153320
	Iteration 82Q: 3 clusters Score -3817932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -3817945.500000 Penalty: 5066.153320
	Iteration 83Q: 3 clusters Score -3817946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3817956.000000 Penalty: 5066.153320
	Iteration 84Q: 3 clusters Score -3817956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -3817962.500000 Penalty: 5066.153320
	Iteration 85Q: 3 clusters Score -3817962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -3817970.250000 Penalty: 5066.153320
	Iteration 86Q: 3 clusters Score -3817970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -3817973.250000 Penalty: 5066.153320
	Iteration 87Q: 3 clusters Score -3817973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -3817969.000000 Penalty: 5066.153320
	Iteration 88Q: 3 clusters Score -3817969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -3817977.750000 Penalty: 5066.153320
	Iteration 89Q: 3 clusters Score -3817978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -3817986.500000 Penalty: 5066.153320
	Iteration 90Q: 3 clusters Score -3817986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3817997.000000 Penalty: 5066.153320
	Iteration 91Q: 3 clusters Score -3817997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3818004.000000 Penalty: 5066.153320
	Iteration 92Q: 3 clusters Score -3818004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -3817998.250000 Penalty: 5066.153320
	Iteration 93Q: 3 clusters Score -3817998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3818000.500000 Penalty: 5066.153320
	Iteration 94Q: 3 clusters Score -3818000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3818002.750000 Penalty: 5066.153320
	Iteration 95Q: 3 clusters Score -3818003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -3817999.750000 Penalty: 5066.153320
	Iteration 96Q: 3 clusters Score -3818000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -3818003.750000 Penalty: 5066.153320
	Iteration 97Q: 3 clusters Score -3818004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -3818002.000000 Penalty: 5066.153320
	Iteration 98Q: 3 clusters Score -3818002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -3818004.000000 Penalty: 5066.153320
	Iteration 99Q: 3 clusters Score -3818004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3818010.250000 Penalty: 5066.153320
	Iteration 100F: 3 clusters Score -3818010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -3818015.750000 Penalty: 5066.153320
	Iteration 101Q: 3 clusters Score -3818016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -3818019.250000 Penalty: 5066.153320
	Iteration 102Q: 3 clusters Score -3818019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -3818017.250000 Penalty: 5066.153320
	Iteration 103Q: 3 clusters Score -3818017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -3818021.250000 Penalty: 5066.153320
	Iteration 104Q: 3 clusters Score -3818021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3818021.250000 Penalty: 5066.153320
	Iteration 105Q: 3 clusters Score -3818021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -3818021.250000 Penalty: 5066.153320
	Iteration 106Q: 3 clusters Score -3818021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3818021.250000 Penalty: 5066.153320
	Iteration 107Q: 3 clusters Score -3818021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -3818019.750000 Penalty: 5066.153320
	Iteration 108Q: 3 clusters Score -3818020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -3818022.750000 Penalty: 5066.153320
	Iteration 109Q: 3 clusters Score -3818023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -3818023.500000 Penalty: 5066.153320
	Iteration 110Q: 3 clusters Score -3818024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -3818022.250000 Penalty: 5066.153320
	Iteration 111Q: 3 clusters Score -3818022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -3818022.250000 Penalty: 5066.153320
	Iteration 112F: 3 clusters Score -3818022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -76194.367188 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -76194.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74620.476562 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -74620.48 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74900.304688 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -74900.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -74980.742188 Penalty: 3190.738281
	Iteration 2F: 3 clusters Score -74980.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -75011.960938 Penalty: 3190.738281
	Iteration 3Q: 3 clusters Score -75011.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -75086.164062 Penalty: 3190.738281
	Iteration 4Q: 3 clusters Score -75086.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75194.476562 Penalty: 3190.738281
	Iteration 5Q: 3 clusters Score -75194.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -75275.484375 Penalty: 3190.738281
	Iteration 6Q: 3 clusters Score -75275.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -75295.742188 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -75295.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -75308.257812 Penalty: 3190.738281
	Iteration 8Q: 3 clusters Score -75308.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75316.320312 Penalty: 3190.738281
	Iteration 9Q: 3 clusters Score -75316.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -75328.031250 Penalty: 3190.738281
	Iteration 10Q: 3 clusters Score -75328.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -75333.945312 Penalty: 3190.738281
	Iteration 11Q: 3 clusters Score -75333.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -75342.617188 Penalty: 3190.738281
	Iteration 12Q: 3 clusters Score -75342.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75345.703125 Penalty: 3190.738281
	Iteration 13Q: 3 clusters Score -75345.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75345.703125 Penalty: 3190.738281
	Iteration 14F: 3 clusters Score -75345.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -35061.003906 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -35061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33873.070312 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -33873.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34008.781250 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -34008.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -34101.527344 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -34101.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -34185.929688 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -34185.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -34260.707031 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -34260.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -34316.695312 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -34316.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -34359.203125 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -34359.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -34429.929688 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -34429.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -34471.601562 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -34471.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -34484.949219 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -34484.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -34487.980469 Penalty: 2832.371582
	Iteration 10Q: 3 clusters Score -34487.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -34489.375000 Penalty: 2832.371582
	Iteration 11Q: 3 clusters Score -34489.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -34489.375000 Penalty: 2832.371582
	Iteration 12F: 3 clusters Score -34489.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Entering Unmasked Estep 
Score: -576478.812500 Penalty: 2079.601074
	Iteration 0F: 2 clusters Score -576478.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -572317.937500 Penalty: 4159.202148
	Iteration 0F: 3 clusters Score -572317.9 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -573264.375000 Penalty: 4159.202148
	Iteration 1F: 3 clusters Score -573264.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -573473.437500 Penalty: 4159.202148
	Iteration 2F: 3 clusters Score -573473.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -573595.750000 Penalty: 4159.202148
	Iteration 3Q: 3 clusters Score -573595.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -573688.250000 Penalty: 4159.202148
	Iteration 4Q: 3 clusters Score -573688.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -573776.375000 Penalty: 4159.202148
	Iteration 5Q: 3 clusters Score -573776.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -573843.312500 Penalty: 4159.202148
	Iteration 6Q: 3 clusters Score -573843.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -573914.750000 Penalty: 4159.202148
	Iteration 7Q: 3 clusters Score -573914.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -574001.312500 Penalty: 4159.202148
	Iteration 8Q: 3 clusters Score -574001.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -574113.437500 Penalty: 4159.202148
	Iteration 9Q: 3 clusters Score -574113.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -574208.000000 Penalty: 4159.202148
	Iteration 10Q: 3 clusters Score -574208 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -574287.687500 Penalty: 4159.202148
	Iteration 11Q: 3 clusters Score -574287.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -574368.375000 Penalty: 4159.202148
	Iteration 12Q: 3 clusters Score -574368.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -574429.062500 Penalty: 4159.202148
	Iteration 13Q: 3 clusters Score -574429.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -574471.812500 Penalty: 4159.202148
	Iteration 14Q: 3 clusters Score -574471.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -574500.375000 Penalty: 4159.202148
	Iteration 15Q: 3 clusters Score -574500.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -574521.125000 Penalty: 4159.202148
	Iteration 16Q: 3 clusters Score -574521.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -574538.875000 Penalty: 4159.202148
	Iteration 17Q: 3 clusters Score -574538.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -574551.562500 Penalty: 4159.202148
	Iteration 18Q: 3 clusters Score -574551.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -574562.375000 Penalty: 4159.202148
	Iteration 19Q: 3 clusters Score -574562.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -574573.937500 Penalty: 4159.202148
	Iteration 20F: 3 clusters Score -574573.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -574580.812500 Penalty: 4159.202148
	Iteration 21Q: 3 clusters Score -574580.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -574590.500000 Penalty: 4159.202148
	Iteration 22Q: 3 clusters Score -574590.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -574595.875000 Penalty: 4159.202148
	Iteration 23Q: 3 clusters Score -574595.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -574597.312500 Penalty: 4159.202148
	Iteration 24Q: 3 clusters Score -574597.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -574601.375000 Penalty: 4159.202148
	Iteration 25Q: 3 clusters Score -574601.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -574603.812500 Penalty: 4159.202148
	Iteration 26Q: 3 clusters Score -574603.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -574606.250000 Penalty: 4159.202148
	Iteration 27Q: 3 clusters Score -574606.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -574609.062500 Penalty: 4159.202148
	Iteration 28Q: 3 clusters Score -574609.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -574611.312500 Penalty: 4159.202148
	Iteration 29Q: 3 clusters Score -574611.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -574612.437500 Penalty: 4159.202148
	Iteration 30Q: 3 clusters Score -574612.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -574614.125000 Penalty: 4159.202148
	Iteration 31Q: 3 clusters Score -574614.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -574616.187500 Penalty: 4159.202148
	Iteration 32Q: 3 clusters Score -574616.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -574615.812500 Penalty: 4159.202148
	Iteration 33Q: 3 clusters Score -574615.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -574618.187500 Penalty: 4159.202148
	Iteration 34Q: 3 clusters Score -574618.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -574620.437500 Penalty: 4159.202148
	Iteration 35Q: 3 clusters Score -574620.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -574623.750000 Penalty: 4159.202148
	Iteration 36Q: 3 clusters Score -574623.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -574625.062500 Penalty: 4159.202148
	Iteration 37Q: 3 clusters Score -574625.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -574626.937500 Penalty: 4159.202148
	Iteration 38Q: 3 clusters Score -574626.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -574627.875000 Penalty: 4159.202148
	Iteration 39Q: 3 clusters Score -574627.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -574628.937500 Penalty: 4159.202148
	Iteration 40F: 3 clusters Score -574628.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -574629.750000 Penalty: 4159.202148
	Iteration 41Q: 3 clusters Score -574629.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -574633.062500 Penalty: 4159.202148
	Iteration 42Q: 3 clusters Score -574633.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -574633.875000 Penalty: 4159.202148
	Iteration 43Q: 3 clusters Score -574633.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -574633.062500 Penalty: 4159.202148
	Iteration 44Q: 3 clusters Score -574633.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -574633.062500 Penalty: 4159.202148
	Iteration 45Q: 3 clusters Score -574633.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -574633.062500 Penalty: 4159.202148
	Iteration 46F: 3 clusters Score -574633.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -145806.171875 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -145806.2 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 610 members 
Entering Unmasked Estep 
Score: -143866.828125 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -143866.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -144211.703125 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -144211.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -144312.609375 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -144312.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -144371.156250 Penalty: 3483.342529
	Iteration 3Q: 3 clusters Score -144371.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -144426.640625 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -144426.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -144478.921875 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -144478.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -144595.765625 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -144595.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -144726.968750 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -144727 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -144796.265625 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -144796.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -144834.281250 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -144834.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -144865.781250 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -144865.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -144883.703125 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -144883.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -144909.875000 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -144909.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -144939.578125 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -144939.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -144969.250000 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -144969.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -145001.937500 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -145001.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -145035.234375 Penalty: 3483.342529
	Iteration 16Q: 3 clusters Score -145035.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -145066.109375 Penalty: 3483.342529
	Iteration 17Q: 3 clusters Score -145066.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -145096.640625 Penalty: 3483.342529
	Iteration 18Q: 3 clusters Score -145096.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -145125.500000 Penalty: 3483.342529
	Iteration 19Q: 3 clusters Score -145125.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -145148.468750 Penalty: 3483.342529
	Iteration 20F: 3 clusters Score -145148.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -145163.203125 Penalty: 3483.342529
	Iteration 21Q: 3 clusters Score -145163.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -145179.656250 Penalty: 3483.342529
	Iteration 22Q: 3 clusters Score -145179.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -145184.578125 Penalty: 3483.342529
	Iteration 23Q: 3 clusters Score -145184.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -145193.437500 Penalty: 3483.342529
	Iteration 24Q: 3 clusters Score -145193.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -145202.281250 Penalty: 3483.342529
	Iteration 25Q: 3 clusters Score -145202.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -145208.484375 Penalty: 3483.342529
	Iteration 26Q: 3 clusters Score -145208.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -145211.000000 Penalty: 3483.342529
	Iteration 27Q: 3 clusters Score -145211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -145216.500000 Penalty: 3483.342529
	Iteration 28Q: 3 clusters Score -145216.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -145219.859375 Penalty: 3483.342529
	Iteration 29Q: 3 clusters Score -145219.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -145219.859375 Penalty: 3483.342529
	Iteration 30F: 3 clusters Score -145219.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Entering Unmasked Estep 
Score: -5745614.000000 Penalty: 2642.743408
	Iteration 0F: 2 clusters Score -5745614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -5716913.500000 Penalty: 5285.486816
	Iteration 0F: 3 clusters Score -5716914 nChanged 19552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -5727607.000000 Penalty: 5285.486816
	Iteration 1F: 3 clusters Score -5727607 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -5728180.500000 Penalty: 5285.486816
	Iteration 2Q: 3 clusters Score -5728180 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -5728761.000000 Penalty: 5285.486816
	Iteration 3Q: 3 clusters Score -5728761 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -5729477.000000 Penalty: 5285.486816
	Iteration 4Q: 3 clusters Score -5729477 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -5730388.000000 Penalty: 5285.486816
	Iteration 5Q: 3 clusters Score -5730388 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -5731627.000000 Penalty: 5285.486816
	Iteration 6F: 3 clusters Score -5731627 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -5733253.000000 Penalty: 5285.486816
	Iteration 7F: 3 clusters Score -5733253 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -5734967.500000 Penalty: 5285.486816
	Iteration 8F: 3 clusters Score -5734968 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -5736728.500000 Penalty: 5285.486816
	Iteration 9F: 3 clusters Score -5736728 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -5738354.500000 Penalty: 5285.486816
	Iteration 10F: 3 clusters Score -5738354 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -5739639.000000 Penalty: 5285.486816
	Iteration 11Q: 3 clusters Score -5739639 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -5740727.000000 Penalty: 5285.486816
	Iteration 12Q: 3 clusters Score -5740727 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -5741618.000000 Penalty: 5285.486816
	Iteration 13Q: 3 clusters Score -5741618 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -5742308.000000 Penalty: 5285.486816
	Iteration 14Q: 3 clusters Score -5742308 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -5742795.000000 Penalty: 5285.486816
	Iteration 15Q: 3 clusters Score -5742795 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -5743025.000000 Penalty: 5285.486816
	Iteration 16Q: 3 clusters Score -5743025 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -5743139.000000 Penalty: 5285.486816
	Iteration 17Q: 3 clusters Score -5743139 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -5743207.500000 Penalty: 5285.486816
	Iteration 18Q: 3 clusters Score -5743208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -5743238.000000 Penalty: 5285.486816
	Iteration 19Q: 3 clusters Score -5743238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -5743256.000000 Penalty: 5285.486816
	Iteration 20F: 3 clusters Score -5743256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -5743262.500000 Penalty: 5285.486816
	Iteration 21Q: 3 clusters Score -5743262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -5743273.500000 Penalty: 5285.486816
	Iteration 22Q: 3 clusters Score -5743274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -5743280.000000 Penalty: 5285.486816
	Iteration 23Q: 3 clusters Score -5743280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -5743286.500000 Penalty: 5285.486816
	Iteration 24Q: 3 clusters Score -5743286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -5743283.000000 Penalty: 5285.486816
	Iteration 25Q: 3 clusters Score -5743283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -5743289.000000 Penalty: 5285.486816
	Iteration 26Q: 3 clusters Score -5743289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -5743289.000000 Penalty: 5285.486816
	Iteration 27F: 3 clusters Score -5743289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Entering Unmasked Estep 
Score: -2637409.750000 Penalty: 2440.772461
	Iteration 0F: 2 clusters Score -2637410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2624061.500000 Penalty: 4881.544922
	Iteration 0F: 3 clusters Score -2624062 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2628376.250000 Penalty: 4881.544922
	Iteration 1F: 3 clusters Score -2628376 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2628713.750000 Penalty: 4881.544922
	Iteration 2Q: 3 clusters Score -2628714 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2629010.500000 Penalty: 4881.544922
	Iteration 3Q: 3 clusters Score -2629010 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2629268.000000 Penalty: 4881.544922
	Iteration 4Q: 3 clusters Score -2629268 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2629526.250000 Penalty: 4881.544922
	Iteration 5Q: 3 clusters Score -2629526 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2629816.500000 Penalty: 4881.544922
	Iteration 6Q: 3 clusters Score -2629816 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2630145.750000 Penalty: 4881.544922
	Iteration 7Q: 3 clusters Score -2630146 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2630477.500000 Penalty: 4881.544922
	Iteration 8Q: 3 clusters Score -2630478 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2630902.250000 Penalty: 4881.544922
	Iteration 9Q: 3 clusters Score -2630902 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2631398.250000 Penalty: 4881.544922
	Iteration 10Q: 3 clusters Score -2631398 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2631933.750000 Penalty: 4881.544922
	Iteration 11Q: 3 clusters Score -2631934 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2632493.750000 Penalty: 4881.544922
	Iteration 12Q: 3 clusters Score -2632494 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2633051.000000 Penalty: 4881.544922
	Iteration 13Q: 3 clusters Score -2633051 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2633472.750000 Penalty: 4881.544922
	Iteration 14Q: 3 clusters Score -2633473 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2633705.000000 Penalty: 4881.544922
	Iteration 15Q: 3 clusters Score -2633705 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2633809.500000 Penalty: 4881.544922
	Iteration 16Q: 3 clusters Score -2633810 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2633872.000000 Penalty: 4881.544922
	Iteration 17Q: 3 clusters Score -2633872 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2633893.250000 Penalty: 4881.544922
	Iteration 18Q: 3 clusters Score -2633893 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2633920.000000 Penalty: 4881.544922
	Iteration 19Q: 3 clusters Score -2633920 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2633945.750000 Penalty: 4881.544922
	Iteration 20F: 3 clusters Score -2633946 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2633960.500000 Penalty: 4881.544922
	Iteration 21Q: 3 clusters Score -2633960 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2633991.000000 Penalty: 4881.544922
	Iteration 22Q: 3 clusters Score -2633991 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2633996.500000 Penalty: 4881.544922
	Iteration 23Q: 3 clusters Score -2633996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2634009.000000 Penalty: 4881.544922
	Iteration 24Q: 3 clusters Score -2634009 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2634010.250000 Penalty: 4881.544922
	Iteration 25Q: 3 clusters Score -2634010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2634017.250000 Penalty: 4881.544922
	Iteration 26Q: 3 clusters Score -2634017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2634023.750000 Penalty: 4881.544922
	Iteration 27Q: 3 clusters Score -2634024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2634030.000000 Penalty: 4881.544922
	Iteration 28Q: 3 clusters Score -2634030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2634029.750000 Penalty: 4881.544922
	Iteration 29Q: 3 clusters Score -2634030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2634039.500000 Penalty: 4881.544922
	Iteration 30Q: 3 clusters Score -2634040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2634040.500000 Penalty: 4881.544922
	Iteration 31Q: 3 clusters Score -2634040 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2634051.250000 Penalty: 4881.544922
	Iteration 32Q: 3 clusters Score -2634051 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2634057.500000 Penalty: 4881.544922
	Iteration 33Q: 3 clusters Score -2634058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2634073.000000 Penalty: 4881.544922
	Iteration 34Q: 3 clusters Score -2634073 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2634077.750000 Penalty: 4881.544922
	Iteration 35Q: 3 clusters Score -2634078 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2634086.750000 Penalty: 4881.544922
	Iteration 36Q: 3 clusters Score -2634087 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2634100.000000 Penalty: 4881.544922
	Iteration 37Q: 3 clusters Score -2634100 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2634104.000000 Penalty: 4881.544922
	Iteration 38Q: 3 clusters Score -2634104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2634106.750000 Penalty: 4881.544922
	Iteration 39Q: 3 clusters Score -2634107 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2634111.500000 Penalty: 4881.544922
	Iteration 40F: 3 clusters Score -2634112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2634123.500000 Penalty: 4881.544922
	Iteration 41Q: 3 clusters Score -2634124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2634139.500000 Penalty: 4881.544922
	Iteration 42Q: 3 clusters Score -2634140 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2634144.250000 Penalty: 4881.544922
	Iteration 43Q: 3 clusters Score -2634144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2634140.000000 Penalty: 4881.544922
	Iteration 44Q: 3 clusters Score -2634140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2634143.250000 Penalty: 4881.544922
	Iteration 45Q: 3 clusters Score -2634143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2634147.000000 Penalty: 4881.544922
	Iteration 46Q: 3 clusters Score -2634147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2634148.500000 Penalty: 4881.544922
	Iteration 47Q: 3 clusters Score -2634148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2634160.250000 Penalty: 4881.544922
	Iteration 48Q: 3 clusters Score -2634160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2634157.250000 Penalty: 4881.544922
	Iteration 49Q: 3 clusters Score -2634157 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2634155.500000 Penalty: 4881.544922
	Iteration 50Q: 3 clusters Score -2634156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2634166.000000 Penalty: 4881.544922
	Iteration 51Q: 3 clusters Score -2634166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2634169.000000 Penalty: 4881.544922
	Iteration 52Q: 3 clusters Score -2634169 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2634171.250000 Penalty: 4881.544922
	Iteration 53Q: 3 clusters Score -2634171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2634169.000000 Penalty: 4881.544922
	Iteration 54Q: 3 clusters Score -2634169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2634167.750000 Penalty: 4881.544922
	Iteration 55Q: 3 clusters Score -2634168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2634173.250000 Penalty: 4881.544922
	Iteration 56Q: 3 clusters Score -2634173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2634179.250000 Penalty: 4881.544922
	Iteration 57Q: 3 clusters Score -2634179 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2634186.000000 Penalty: 4881.544922
	Iteration 58Q: 3 clusters Score -2634186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2634185.250000 Penalty: 4881.544922
	Iteration 59Q: 3 clusters Score -2634185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2634192.000000 Penalty: 4881.544922
	Iteration 60F: 3 clusters Score -2634192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2634202.000000 Penalty: 4881.544922
	Iteration 61Q: 3 clusters Score -2634202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2634220.750000 Penalty: 4881.544922
	Iteration 62Q: 3 clusters Score -2634221 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2634222.000000 Penalty: 4881.544922
	Iteration 63Q: 3 clusters Score -2634222 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2634229.250000 Penalty: 4881.544922
	Iteration 64Q: 3 clusters Score -2634229 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2634232.750000 Penalty: 4881.544922
	Iteration 65Q: 3 clusters Score -2634233 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2634236.250000 Penalty: 4881.544922
	Iteration 66Q: 3 clusters Score -2634236 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2634250.000000 Penalty: 4881.544922
	Iteration 67Q: 3 clusters Score -2634250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2634253.000000 Penalty: 4881.544922
	Iteration 68Q: 3 clusters Score -2634253 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2634259.750000 Penalty: 4881.544922
	Iteration 69Q: 3 clusters Score -2634260 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2634272.500000 Penalty: 4881.544922
	Iteration 70Q: 3 clusters Score -2634272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2634272.500000 Penalty: 4881.544922
	Iteration 71Q: 3 clusters Score -2634272 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2634291.000000 Penalty: 4881.544922
	Iteration 72Q: 3 clusters Score -2634291 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2634305.000000 Penalty: 4881.544922
	Iteration 73Q: 3 clusters Score -2634305 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2634322.250000 Penalty: 4881.544922
	Iteration 74Q: 3 clusters Score -2634322 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2634333.000000 Penalty: 4881.544922
	Iteration 75Q: 3 clusters Score -2634333 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2634352.750000 Penalty: 4881.544922
	Iteration 76Q: 3 clusters Score -2634353 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2634358.000000 Penalty: 4881.544922
	Iteration 77Q: 3 clusters Score -2634358 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2634385.500000 Penalty: 4881.544922
	Iteration 78Q: 3 clusters Score -2634386 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2634404.250000 Penalty: 4881.544922
	Iteration 79Q: 3 clusters Score -2634404 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2634426.750000 Penalty: 4881.544922
	Iteration 80F: 3 clusters Score -2634427 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2634459.500000 Penalty: 4881.544922
	Iteration 81Q: 3 clusters Score -2634460 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2634478.500000 Penalty: 4881.544922
	Iteration 82Q: 3 clusters Score -2634478 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2634507.750000 Penalty: 4881.544922
	Iteration 83Q: 3 clusters Score -2634508 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2634529.500000 Penalty: 4881.544922
	Iteration 84Q: 3 clusters Score -2634530 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2634571.000000 Penalty: 4881.544922
	Iteration 85Q: 3 clusters Score -2634571 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2634600.000000 Penalty: 4881.544922
	Iteration 86Q: 3 clusters Score -2634600 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2634641.000000 Penalty: 4881.544922
	Iteration 87Q: 3 clusters Score -2634641 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2634690.500000 Penalty: 4881.544922
	Iteration 88Q: 3 clusters Score -2634690 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2634716.250000 Penalty: 4881.544922
	Iteration 89Q: 3 clusters Score -2634716 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2634760.250000 Penalty: 4881.544922
	Iteration 90Q: 3 clusters Score -2634760 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2634819.750000 Penalty: 4881.544922
	Iteration 91Q: 3 clusters Score -2634820 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2634847.750000 Penalty: 4881.544922
	Iteration 92Q: 3 clusters Score -2634848 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2634885.750000 Penalty: 4881.544922
	Iteration 93Q: 3 clusters Score -2634886 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2634931.250000 Penalty: 4881.544922
	Iteration 94Q: 3 clusters Score -2634931 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2634973.500000 Penalty: 4881.544922
	Iteration 95Q: 3 clusters Score -2634974 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2635021.250000 Penalty: 4881.544922
	Iteration 96Q: 3 clusters Score -2635021 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2635064.000000 Penalty: 4881.544922
	Iteration 97Q: 3 clusters Score -2635064 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2635102.000000 Penalty: 4881.544922
	Iteration 98Q: 3 clusters Score -2635102 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2635141.250000 Penalty: 4881.544922
	Iteration 99Q: 3 clusters Score -2635141 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2635186.500000 Penalty: 4881.544922
	Iteration 100F: 3 clusters Score -2635186 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2635221.750000 Penalty: 4881.544922
	Iteration 101Q: 3 clusters Score -2635222 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2635265.500000 Penalty: 4881.544922
	Iteration 102Q: 3 clusters Score -2635266 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2635302.250000 Penalty: 4881.544922
	Iteration 103Q: 3 clusters Score -2635302 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2635352.000000 Penalty: 4881.544922
	Iteration 104Q: 3 clusters Score -2635352 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2635376.500000 Penalty: 4881.544922
	Iteration 105Q: 3 clusters Score -2635376 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2635410.500000 Penalty: 4881.544922
	Iteration 106Q: 3 clusters Score -2635410 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2635427.250000 Penalty: 4881.544922
	Iteration 107Q: 3 clusters Score -2635427 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2635441.000000 Penalty: 4881.544922
	Iteration 108Q: 3 clusters Score -2635441 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2635442.000000 Penalty: 4881.544922
	Iteration 109Q: 3 clusters Score -2635442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2635454.250000 Penalty: 4881.544922
	Iteration 110Q: 3 clusters Score -2635454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2635462.250000 Penalty: 4881.544922
	Iteration 111Q: 3 clusters Score -2635462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2635467.500000 Penalty: 4881.544922
	Iteration 112Q: 3 clusters Score -2635468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2635476.250000 Penalty: 4881.544922
	Iteration 113Q: 3 clusters Score -2635476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2635478.500000 Penalty: 4881.544922
	Iteration 114Q: 3 clusters Score -2635478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2635494.250000 Penalty: 4881.544922
	Iteration 115Q: 3 clusters Score -2635494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2635497.750000 Penalty: 4881.544922
	Iteration 116Q: 3 clusters Score -2635498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2635506.750000 Penalty: 4881.544922
	Iteration 117Q: 3 clusters Score -2635507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2635514.500000 Penalty: 4881.544922
	Iteration 118Q: 3 clusters Score -2635514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2635521.750000 Penalty: 4881.544922
	Iteration 119Q: 3 clusters Score -2635522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2635529.250000 Penalty: 4881.544922
	Iteration 120F: 3 clusters Score -2635529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2635527.000000 Penalty: 4881.544922
	Iteration 121Q: 3 clusters Score -2635527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2635532.750000 Penalty: 4881.544922
	Iteration 122Q: 3 clusters Score -2635533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2635535.500000 Penalty: 4881.544922
	Iteration 123Q: 3 clusters Score -2635536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2635539.250000 Penalty: 4881.544922
	Iteration 124Q: 3 clusters Score -2635539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2635545.750000 Penalty: 4881.544922
	Iteration 125Q: 3 clusters Score -2635546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2635550.000000 Penalty: 4881.544922
	Iteration 126Q: 3 clusters Score -2635550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2635548.000000 Penalty: 4881.544922
	Iteration 127Q: 3 clusters Score -2635548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2635546.500000 Penalty: 4881.544922
	Iteration 128Q: 3 clusters Score -2635546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2635545.750000 Penalty: 4881.544922
	Iteration 129Q: 3 clusters Score -2635546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2635548.750000 Penalty: 4881.544922
	Iteration 130Q: 3 clusters Score -2635549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2635551.000000 Penalty: 4881.544922
	Iteration 131Q: 3 clusters Score -2635551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2635547.000000 Penalty: 4881.544922
	Iteration 132Q: 3 clusters Score -2635547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2635550.500000 Penalty: 4881.544922
	Iteration 133Q: 3 clusters Score -2635550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2635551.250000 Penalty: 4881.544922
	Iteration 134Q: 3 clusters Score -2635551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2635550.000000 Penalty: 4881.544922
	Iteration 135Q: 3 clusters Score -2635550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2635548.000000 Penalty: 4881.544922
	Iteration 136Q: 3 clusters Score -2635548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2635547.750000 Penalty: 4881.544922
	Iteration 137Q: 3 clusters Score -2635548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2635552.250000 Penalty: 4881.544922
	Iteration 138Q: 3 clusters Score -2635552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2635554.000000 Penalty: 4881.544922
	Iteration 139Q: 3 clusters Score -2635554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2635555.000000 Penalty: 4881.544922
	Iteration 140F: 3 clusters Score -2635555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2635556.250000 Penalty: 4881.544922
	Iteration 141Q: 3 clusters Score -2635556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2635558.750000 Penalty: 4881.544922
	Iteration 142Q: 3 clusters Score -2635559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2635560.500000 Penalty: 4881.544922
	Iteration 143Q: 3 clusters Score -2635560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2635555.500000 Penalty: 4881.544922
	Iteration 144Q: 3 clusters Score -2635556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2635555.250000 Penalty: 4881.544922
	Iteration 145Q: 3 clusters Score -2635555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2635559.500000 Penalty: 4881.544922
	Iteration 146Q: 3 clusters Score -2635560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2635558.000000 Penalty: 4881.544922
	Iteration 147Q: 3 clusters Score -2635558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2635561.250000 Penalty: 4881.544922
	Iteration 148Q: 3 clusters Score -2635561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2635562.500000 Penalty: 4881.544922
	Iteration 149Q: 3 clusters Score -2635562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2635560.000000 Penalty: 4881.544922
	Iteration 150Q: 3 clusters Score -2635560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2635562.000000 Penalty: 4881.544922
	Iteration 151Q: 3 clusters Score -2635562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2635561.500000 Penalty: 4881.544922
	Iteration 152Q: 3 clusters Score -2635562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2635561.500000 Penalty: 4881.544922
	Iteration 153Q: 3 clusters Score -2635562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2635557.000000 Penalty: 4881.544922
	Iteration 154Q: 3 clusters Score -2635557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2635558.500000 Penalty: 4881.544922
	Iteration 155Q: 3 clusters Score -2635558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2635556.000000 Penalty: 4881.544922
	Iteration 156Q: 3 clusters Score -2635556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2635556.000000 Penalty: 4881.544922
	Iteration 157F: 3 clusters Score -2635556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Entering Unmasked Estep 
Score: -1931636.875000 Penalty: 2376.397705
	Iteration 0F: 2 clusters Score -1931637 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 7337 members 
Entering Unmasked Estep 
Score: -1921102.875000 Penalty: 4752.795410
	Iteration 0F: 3 clusters Score -1921103 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1924649.250000 Penalty: 4752.795410
	Iteration 1F: 3 clusters Score -1924649 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1925241.000000 Penalty: 4752.795410
	Iteration 2F: 3 clusters Score -1925241 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1925832.250000 Penalty: 4752.795410
	Iteration 3F: 3 clusters Score -1925832 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1926504.125000 Penalty: 4752.795410
	Iteration 4F: 3 clusters Score -1926504 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1927211.500000 Penalty: 4752.795410
	Iteration 5F: 3 clusters Score -1927212 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1927909.000000 Penalty: 4752.795410
	Iteration 6F: 3 clusters Score -1927909 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1928674.500000 Penalty: 4752.795410
	Iteration 7F: 3 clusters Score -1928674 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1929511.500000 Penalty: 4752.795410
	Iteration 8F: 3 clusters Score -1929512 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1930088.250000 Penalty: 4752.795410
	Iteration 9Q: 3 clusters Score -1930088 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1930448.750000 Penalty: 4752.795410
	Iteration 10Q: 3 clusters Score -1930449 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1930647.250000 Penalty: 4752.795410
	Iteration 11Q: 3 clusters Score -1930647 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1930736.750000 Penalty: 4752.795410
	Iteration 12Q: 3 clusters Score -1930737 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1930793.625000 Penalty: 4752.795410
	Iteration 13Q: 3 clusters Score -1930794 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1930836.375000 Penalty: 4752.795410
	Iteration 14Q: 3 clusters Score -1930836 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1930863.375000 Penalty: 4752.795410
	Iteration 15Q: 3 clusters Score -1930863 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1930891.500000 Penalty: 4752.795410
	Iteration 16Q: 3 clusters Score -1930892 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1930905.000000 Penalty: 4752.795410
	Iteration 17Q: 3 clusters Score -1930905 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1930915.750000 Penalty: 4752.795410
	Iteration 18Q: 3 clusters Score -1930916 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1930933.125000 Penalty: 4752.795410
	Iteration 19Q: 3 clusters Score -1930933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1930937.250000 Penalty: 4752.795410
	Iteration 20F: 3 clusters Score -1930937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1930943.500000 Penalty: 4752.795410
	Iteration 21Q: 3 clusters Score -1930944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1930945.000000 Penalty: 4752.795410
	Iteration 22Q: 3 clusters Score -1930945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1930948.000000 Penalty: 4752.795410
	Iteration 23Q: 3 clusters Score -1930948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1930954.500000 Penalty: 4752.795410
	Iteration 24Q: 3 clusters Score -1930954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1930951.500000 Penalty: 4752.795410
	Iteration 25Q: 3 clusters Score -1930952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1930957.000000 Penalty: 4752.795410
	Iteration 26Q: 3 clusters Score -1930957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1930964.500000 Penalty: 4752.795410
	Iteration 27Q: 3 clusters Score -1930964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1930966.750000 Penalty: 4752.795410
	Iteration 28Q: 3 clusters Score -1930967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1930962.875000 Penalty: 4752.795410
	Iteration 29Q: 3 clusters Score -1930963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1930972.250000 Penalty: 4752.795410
	Iteration 30Q: 3 clusters Score -1930972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1930974.750000 Penalty: 4752.795410
	Iteration 31Q: 3 clusters Score -1930975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1930973.375000 Penalty: 4752.795410
	Iteration 32Q: 3 clusters Score -1930973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1930966.750000 Penalty: 4752.795410
	Iteration 33Q: 3 clusters Score -1930967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1930971.125000 Penalty: 4752.795410
	Iteration 34Q: 3 clusters Score -1930971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1930971.875000 Penalty: 4752.795410
	Iteration 35Q: 3 clusters Score -1930972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1930971.875000 Penalty: 4752.795410
	Iteration 36F: 3 clusters Score -1930972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (105389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105389 members 
Entering Unmasked Estep 
Score: -14697635.000000 Penalty: 2868.222656
	Iteration 0F: 2 clusters Score -1.469764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -14627350.000000 Penalty: 5736.445312
	Iteration 0F: 3 clusters Score -1.462735e+07 nChanged 49600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -14655167.000000 Penalty: 5736.445312
	Iteration 1F: 3 clusters Score -1.465517e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -14655798.000000 Penalty: 5736.445312
	Iteration 2Q: 3 clusters Score -1.46558e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56802 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -14656414.000000 Penalty: 5736.445312
	Iteration 3Q: 3 clusters Score -1.465641e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59005 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -14657208.000000 Penalty: 5736.445312
	Iteration 4Q: 3 clusters Score -1.465721e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62339 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -14658831.000000 Penalty: 5736.445312
	Iteration 5Q: 3 clusters Score -1.465883e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67100 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -14661445.000000 Penalty: 5736.445312
	Iteration 6Q: 3 clusters Score -1.466144e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73585 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -14665830.000000 Penalty: 5736.445312
	Iteration 7F: 3 clusters Score -1.466583e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81638 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -14672504.000000 Penalty: 5736.445312
	Iteration 8F: 3 clusters Score -1.46725e+07 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90307 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -14680344.000000 Penalty: 5736.445312
	Iteration 9F: 3 clusters Score -1.468034e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97863 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -14687859.000000 Penalty: 5736.445312
	Iteration 10F: 3 clusters Score -1.468786e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102549 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -14692372.000000 Penalty: 5736.445312
	Iteration 11Q: 3 clusters Score -1.469237e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104416 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -14694161.000000 Penalty: 5736.445312
	Iteration 12Q: 3 clusters Score -1.469416e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104984 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -14694714.000000 Penalty: 5736.445312
	Iteration 13Q: 3 clusters Score -1.469471e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105119 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -14694876.000000 Penalty: 5736.445312
	Iteration 14Q: 3 clusters Score -1.469488e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105153 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -14694960.000000 Penalty: 5736.445312
	Iteration 15Q: 3 clusters Score -1.469496e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105165 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -14694984.000000 Penalty: 5736.445312
	Iteration 16Q: 3 clusters Score -1.469498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105169 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14695006.000000 Penalty: 5736.445312
	Iteration 17Q: 3 clusters Score -1.469501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105172 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -14695009.000000 Penalty: 5736.445312
	Iteration 18Q: 3 clusters Score -1.469501e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105172 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -14695009.000000 Penalty: 5736.445312
	Iteration 19F: 3 clusters Score -1.469501e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -50768.683594 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -50768.68 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 190 members 
Entering Unmasked Estep 
Score: -49379.246094 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -49379.25 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49554.378906 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -49554.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49608.906250 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -49608.91 nChanged 13
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: -49660.656250 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -49660.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49694.468750 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -49694.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49706.398438 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -49706.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49715.117188 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -49715.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49718.781250 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -49718.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49718.781250 Penalty: 2982.802734
	Iteration 8F: 3 clusters Score -49718.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (202195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202195 members 
Entering Unmasked Estep 
Score: -28247486.000000 Penalty: 3029.812988
	Iteration 0F: 2 clusters Score -2.824749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100952 members 
Mstep: Class 2 contains 101243 members 
Entering Unmasked Estep 
Score: -28124566.000000 Penalty: 6059.625977
	Iteration 0F: 3 clusters Score -2.812457e+07 nChanged 97329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98661 members 
Mstep: Class 2 contains 103534 members 
Entering Unmasked Estep 
Score: -28181052.000000 Penalty: 6059.625977
	Iteration 1F: 3 clusters Score -2.818105e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 104949 members 
Entering Unmasked Estep 
Score: -28181746.000000 Penalty: 6059.625977
	Iteration 2Q: 3 clusters Score -2.818175e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95128 members 
Mstep: Class 2 contains 107067 members 
Entering Unmasked Estep 
Score: -28182684.000000 Penalty: 6059.625977
	Iteration 3Q: 3 clusters Score -2.818268e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91749 members 
Mstep: Class 2 contains 110446 members 
Entering Unmasked Estep 
Score: -28184008.000000 Penalty: 6059.625977
	Iteration 4Q: 3 clusters Score -2.818401e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86648 members 
Mstep: Class 2 contains 115547 members 
Entering Unmasked Estep 
Score: -28185928.000000 Penalty: 6059.625977
	Iteration 5Q: 3 clusters Score -2.818593e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79123 members 
Mstep: Class 2 contains 123072 members 
Entering Unmasked Estep 
Score: -28189186.000000 Penalty: 6059.625977
	Iteration 6Q: 3 clusters Score -2.818919e+07 nChanged 11324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 134052 members 
Entering Unmasked Estep 
Score: -28195050.000000 Penalty: 6059.625977
	Iteration 7F: 3 clusters Score -2.819505e+07 nChanged 14797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 148669 members 
Entering Unmasked Estep 
Score: -28204628.000000 Penalty: 6059.625977
	Iteration 8F: 3 clusters Score -2.820463e+07 nChanged 16855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 165464 members 
Entering Unmasked Estep 
Score: -28217214.000000 Penalty: 6059.625977
	Iteration 9F: 3 clusters Score -2.821721e+07 nChanged 14831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 180275 members 
Entering Unmasked Estep 
Score: -28227976.000000 Penalty: 6059.625977
	Iteration 10F: 3 clusters Score -2.822798e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 190364 members 
Entering Unmasked Estep 
Score: -28235802.000000 Penalty: 6059.625977
	Iteration 11Q: 3 clusters Score -2.82358e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 195948 members 
Entering Unmasked Estep 
Score: -28240116.000000 Penalty: 6059.625977
	Iteration 12Q: 3 clusters Score -2.824012e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 198821 members 
Entering Unmasked Estep 
Score: -28242394.000000 Penalty: 6059.625977
	Iteration 13Q: 3 clusters Score -2.824239e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 200239 members 
Entering Unmasked Estep 
Score: -28243532.000000 Penalty: 6059.625977
	Iteration 14Q: 3 clusters Score -2.824353e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 200947 members 
Entering Unmasked Estep 
Score: -28244040.000000 Penalty: 6059.625977
	Iteration 15Q: 3 clusters Score -2.824404e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 201277 members 
Entering Unmasked Estep 
Score: -28244420.000000 Penalty: 6059.625977
	Iteration 16Q: 3 clusters Score -2.824442e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 201453 members 
Entering Unmasked Estep 
Score: -28244558.000000 Penalty: 6059.625977
	Iteration 17Q: 3 clusters Score -2.824456e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 201533 members 
Entering Unmasked Estep 
Score: -28244648.000000 Penalty: 6059.625977
	Iteration 18Q: 3 clusters Score -2.824465e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 201578 members 
Entering Unmasked Estep 
Score: -28244708.000000 Penalty: 6059.625977
	Iteration 19Q: 3 clusters Score -2.824471e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 201604 members 
Entering Unmasked Estep 
Score: -28244734.000000 Penalty: 6059.625977
	Iteration 20F: 3 clusters Score -2.824473e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 201627 members 
Entering Unmasked Estep 
Score: -28244794.000000 Penalty: 6059.625977
	Iteration 21Q: 3 clusters Score -2.824479e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 201638 members 
Entering Unmasked Estep 
Score: -28244800.000000 Penalty: 6059.625977
	Iteration 22Q: 3 clusters Score -2.82448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 201649 members 
Entering Unmasked Estep 
Score: -28244806.000000 Penalty: 6059.625977
	Iteration 23Q: 3 clusters Score -2.824481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 201661 members 
Entering Unmasked Estep 
Score: -28244820.000000 Penalty: 6059.625977
	Iteration 24Q: 3 clusters Score -2.824482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 201665 members 
Entering Unmasked Estep 
Score: -28244836.000000 Penalty: 6059.625977
	Iteration 25Q: 3 clusters Score -2.824484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 201668 members 
Entering Unmasked Estep 
Score: -28244844.000000 Penalty: 6059.625977
	Iteration 26Q: 3 clusters Score -2.824484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 201669 members 
Entering Unmasked Estep 
Score: -28244844.000000 Penalty: 6059.625977
	Iteration 27Q: 3 clusters Score -2.824484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 201671 members 
Entering Unmasked Estep 
Score: -28244862.000000 Penalty: 6059.625977
	Iteration 28Q: 3 clusters Score -2.824486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 201672 members 
Entering Unmasked Estep 
Score: -28244850.000000 Penalty: 6059.625977
	Iteration 29Q: 3 clusters Score -2.824485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 201675 members 
Entering Unmasked Estep 
Score: -28244846.000000 Penalty: 6059.625977
	Iteration 30Q: 3 clusters Score -2.824485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 201677 members 
Entering Unmasked Estep 
Score: -28244846.000000 Penalty: 6059.625977
	Iteration 31Q: 3 clusters Score -2.824485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 201678 members 
Entering Unmasked Estep 
Score: -28244850.000000 Penalty: 6059.625977
	Iteration 32Q: 3 clusters Score -2.824485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 201678 members 
Entering Unmasked Estep 
Score: -28244850.000000 Penalty: 6059.625977
	Iteration 33F: 3 clusters Score -2.824485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5157 members 
Mstep: Class 3 contains 7549 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 137385 members 
Mstep: Class 6 contains 7190 members 
Mstep: Class 7 contains 22209 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293746 members 
Mstep: Class 10 contains 60026 members 
Mstep: Class 11 contains 41910 members 
Mstep: Class 12 contains 27283 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42456 members 
Mstep: Class 18 contains 18804 members 
Mstep: Class 19 contains 14505 members 
Mstep: Class 20 contains 105389 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802336.000000 Penalty: 75362.250000
Iteration 399Q: 23 clusters Score -1.358023e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5156 members 
Mstep: Class 3 contains 7548 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 137423 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 22209 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293747 members 
Mstep: Class 10 contains 60019 members 
Mstep: Class 11 contains 41911 members 
Mstep: Class 12 contains 27286 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42456 members 
Mstep: Class 18 contains 18804 members 
Mstep: Class 19 contains 14504 members 
Mstep: Class 20 contains 105345 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802272.000000 Penalty: 75362.250000
Iteration 400F: 23 clusters Score -1.358023e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5155 members 
Mstep: Class 3 contains 7546 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 137485 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 22212 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293748 members 
Mstep: Class 10 contains 60009 members 
Mstep: Class 11 contains 41911 members 
Mstep: Class 12 contains 27284 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42457 members 
Mstep: Class 18 contains 18805 members 
Mstep: Class 19 contains 14505 members 
Mstep: Class 20 contains 105293 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802336.000000 Penalty: 75362.250000
Iteration 401Q: 23 clusters Score -1.358023e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5154 members 
Mstep: Class 3 contains 7544 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 137560 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 22214 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293748 members 
Mstep: Class 10 contains 60005 members 
Mstep: Class 11 contains 41911 members 
Mstep: Class 12 contains 27286 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42460 members 
Mstep: Class 18 contains 18806 members 
Mstep: Class 19 contains 14499 members 
Mstep: Class 20 contains 105228 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802288.000000 Penalty: 75362.250000
Iteration 402Q: 23 clusters Score -1.358023e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5156 members 
Mstep: Class 3 contains 7541 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 137642 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 22209 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293758 members 
Mstep: Class 10 contains 59992 members 
Mstep: Class 11 contains 41911 members 
Mstep: Class 12 contains 27289 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42460 members 
Mstep: Class 18 contains 18805 members 
Mstep: Class 19 contains 14492 members 
Mstep: Class 20 contains 105160 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802336.000000 Penalty: 75362.250000
Iteration 403Q: 23 clusters Score -1.358023e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5158 members 
Mstep: Class 3 contains 7539 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 137738 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 22212 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293754 members 
Mstep: Class 10 contains 59985 members 
Mstep: Class 11 contains 41910 members 
Mstep: Class 12 contains 27292 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42459 members 
Mstep: Class 18 contains 18802 members 
Mstep: Class 19 contains 14487 members 
Mstep: Class 20 contains 105087 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802240.000000 Penalty: 75362.250000
Iteration 404Q: 23 clusters Score -1.358022e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5158 members 
Mstep: Class 3 contains 7535 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 137853 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 22214 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293746 members 
Mstep: Class 10 contains 59987 members 
Mstep: Class 11 contains 41910 members 
Mstep: Class 12 contains 27293 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42459 members 
Mstep: Class 18 contains 18804 members 
Mstep: Class 19 contains 14484 members 
Mstep: Class 20 contains 104980 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802272.000000 Penalty: 75362.250000
Iteration 405Q: 23 clusters Score -1.358023e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5160 members 
Mstep: Class 3 contains 7532 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 137994 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 22213 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293745 members 
Mstep: Class 10 contains 59990 members 
Mstep: Class 11 contains 41910 members 
Mstep: Class 12 contains 27291 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42458 members 
Mstep: Class 18 contains 18807 members 
Mstep: Class 19 contains 14479 members 
Mstep: Class 20 contains 104842 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802320.000000 Penalty: 75362.250000
Iteration 406Q: 23 clusters Score -1.358023e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5160 members 
Mstep: Class 3 contains 7533 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 138134 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 22213 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293737 members 
Mstep: Class 10 contains 59988 members 
Mstep: Class 11 contains 41910 members 
Mstep: Class 12 contains 27289 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42456 members 
Mstep: Class 18 contains 18809 members 
Mstep: Class 19 contains 14479 members 
Mstep: Class 20 contains 104700 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802256.000000 Penalty: 75362.250000
Iteration 407Q: 23 clusters Score -1.358023e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5160 members 
Mstep: Class 3 contains 7534 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 138235 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 22210 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293736 members 
Mstep: Class 10 contains 59992 members 
Mstep: Class 11 contains 41911 members 
Mstep: Class 12 contains 27285 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42456 members 
Mstep: Class 18 contains 18809 members 
Mstep: Class 19 contains 14479 members 
Mstep: Class 20 contains 104594 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802240.000000 Penalty: 75362.250000
Iteration 408Q: 23 clusters Score -1.358022e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5160 members 
Mstep: Class 3 contains 7537 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 138344 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 22207 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293737 members 
Mstep: Class 10 contains 59994 members 
Mstep: Class 11 contains 41911 members 
Mstep: Class 12 contains 27285 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 18808 members 
Mstep: Class 19 contains 14476 members 
Mstep: Class 20 contains 104488 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802096.000000 Penalty: 75362.250000
Iteration 409Q: 23 clusters Score -1.358021e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5162 members 
Mstep: Class 3 contains 7535 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 138450 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 22199 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293733 members 
Mstep: Class 10 contains 60001 members 
Mstep: Class 11 contains 41911 members 
Mstep: Class 12 contains 27287 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 18811 members 
Mstep: Class 19 contains 14477 members 
Mstep: Class 20 contains 104376 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802208.000000 Penalty: 75362.250000
Iteration 410Q: 23 clusters Score -1.358022e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5162 members 
Mstep: Class 3 contains 7535 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 138550 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 22194 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293728 members 
Mstep: Class 10 contains 60001 members 
Mstep: Class 11 contains 41911 members 
Mstep: Class 12 contains 27289 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42454 members 
Mstep: Class 18 contains 18814 members 
Mstep: Class 19 contains 14476 members 
Mstep: Class 20 contains 104273 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802080.000000 Penalty: 75362.250000
Iteration 411Q: 23 clusters Score -1.358021e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5163 members 
Mstep: Class 3 contains 7538 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 138634 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 22192 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293742 members 
Mstep: Class 10 contains 59993 members 
Mstep: Class 11 contains 41911 members 
Mstep: Class 12 contains 27291 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42454 members 
Mstep: Class 18 contains 18814 members 
Mstep: Class 19 contains 14478 members 
Mstep: Class 20 contains 104177 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802000.000000 Penalty: 75362.250000
Iteration 412Q: 23 clusters Score -1.35802e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5164 members 
Mstep: Class 3 contains 7539 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 138711 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 22191 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293752 members 
Mstep: Class 10 contains 59997 members 
Mstep: Class 11 contains 41911 members 
Mstep: Class 12 contains 27293 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42453 members 
Mstep: Class 18 contains 18816 members 
Mstep: Class 19 contains 14477 members 
Mstep: Class 20 contains 104074 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802000.000000 Penalty: 75362.250000
Iteration 413Q: 23 clusters Score -1.35802e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5165 members 
Mstep: Class 3 contains 7540 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 138788 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 22185 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293766 members 
Mstep: Class 10 contains 59998 members 
Mstep: Class 11 contains 41911 members 
Mstep: Class 12 contains 27293 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42453 members 
Mstep: Class 18 contains 18816 members 
Mstep: Class 19 contains 14477 members 
Mstep: Class 20 contains 103974 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801968.000000 Penalty: 75362.250000
Iteration 414Q: 23 clusters Score -1.35802e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5165 members 
Mstep: Class 3 contains 7541 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 138868 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 22180 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293772 members 
Mstep: Class 10 contains 60002 members 
Mstep: Class 11 contains 41912 members 
Mstep: Class 12 contains 27293 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42454 members 
Mstep: Class 18 contains 18815 members 
Mstep: Class 19 contains 14474 members 
Mstep: Class 20 contains 103887 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802048.000000 Penalty: 75362.250000
Iteration 415Q: 23 clusters Score -1.35802e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5165 members 
Mstep: Class 3 contains 7542 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 138934 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 22180 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293777 members 
Mstep: Class 10 contains 60011 members 
Mstep: Class 11 contains 41914 members 
Mstep: Class 12 contains 27293 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42451 members 
Mstep: Class 18 contains 18816 members 
Mstep: Class 19 contains 14479 members 
Mstep: Class 20 contains 103793 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801984.000000 Penalty: 75362.250000
Iteration 416Q: 23 clusters Score -1.35802e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5165 members 
Mstep: Class 3 contains 7540 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 139019 members 
Mstep: Class 6 contains 7194 members 
Mstep: Class 7 contains 22179 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293773 members 
Mstep: Class 10 contains 60018 members 
Mstep: Class 11 contains 41917 members 
Mstep: Class 12 contains 27298 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42448 members 
Mstep: Class 18 contains 18818 members 
Mstep: Class 19 contains 14484 members 
Mstep: Class 20 contains 103691 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802016.000000 Penalty: 75362.250000
Iteration 417Q: 23 clusters Score -1.35802e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5166 members 
Mstep: Class 3 contains 7543 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 139123 members 
Mstep: Class 6 contains 7195 members 
Mstep: Class 7 contains 22177 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293776 members 
Mstep: Class 10 contains 60016 members 
Mstep: Class 11 contains 41919 members 
Mstep: Class 12 contains 27298 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42444 members 
Mstep: Class 18 contains 18821 members 
Mstep: Class 19 contains 14488 members 
Mstep: Class 20 contains 103576 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202263 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 418Q: 23 clusters Score -1.358021e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5167 members 
Mstep: Class 3 contains 7544 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 139250 members 
Mstep: Class 6 contains 7195 members 
Mstep: Class 7 contains 22175 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293790 members 
Mstep: Class 10 contains 60013 members 
Mstep: Class 11 contains 41920 members 
Mstep: Class 12 contains 27298 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42443 members 
Mstep: Class 18 contains 18820 members 
Mstep: Class 19 contains 14493 members 
Mstep: Class 20 contains 103437 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202260 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 419Q: 23 clusters Score -1.358021e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5167 members 
Mstep: Class 3 contains 7544 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 139368 members 
Mstep: Class 6 contains 7195 members 
Mstep: Class 7 contains 22170 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293814 members 
Mstep: Class 10 contains 60017 members 
Mstep: Class 11 contains 41922 members 
Mstep: Class 12 contains 27298 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42439 members 
Mstep: Class 18 contains 18819 members 
Mstep: Class 19 contains 14496 members 
Mstep: Class 20 contains 103295 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802000.000000 Penalty: 75362.250000
Iteration 420F: 23 clusters Score -1.35802e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 7543 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 139503 members 
Mstep: Class 6 contains 7195 members 
Mstep: Class 7 contains 22167 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293811 members 
Mstep: Class 10 contains 60022 members 
Mstep: Class 11 contains 41926 members 
Mstep: Class 12 contains 27297 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42434 members 
Mstep: Class 18 contains 18819 members 
Mstep: Class 19 contains 14498 members 
Mstep: Class 20 contains 103149 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802112.000000 Penalty: 75362.250000
Iteration 421Q: 23 clusters Score -1.358021e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 7546 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 139648 members 
Mstep: Class 6 contains 7195 members 
Mstep: Class 7 contains 22166 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293820 members 
Mstep: Class 10 contains 60029 members 
Mstep: Class 11 contains 41929 members 
Mstep: Class 12 contains 27299 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42435 members 
Mstep: Class 18 contains 18815 members 
Mstep: Class 19 contains 14494 members 
Mstep: Class 20 contains 102979 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802144.000000 Penalty: 75362.250000
Iteration 422Q: 23 clusters Score -1.358021e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5172 members 
Mstep: Class 3 contains 7543 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 139796 members 
Mstep: Class 6 contains 7195 members 
Mstep: Class 7 contains 22168 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293848 members 
Mstep: Class 10 contains 60025 members 
Mstep: Class 11 contains 41931 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42435 members 
Mstep: Class 18 contains 18814 members 
Mstep: Class 19 contains 14489 members 
Mstep: Class 20 contains 102803 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801984.000000 Penalty: 75362.250000
Iteration 423Q: 23 clusters Score -1.35802e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5173 members 
Mstep: Class 3 contains 7547 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 139922 members 
Mstep: Class 6 contains 7195 members 
Mstep: Class 7 contains 22167 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293869 members 
Mstep: Class 10 contains 60036 members 
Mstep: Class 11 contains 41931 members 
Mstep: Class 12 contains 27306 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42430 members 
Mstep: Class 18 contains 18819 members 
Mstep: Class 19 contains 14495 members 
Mstep: Class 20 contains 102628 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801920.000000 Penalty: 75362.250000
Iteration 424Q: 23 clusters Score -1.358019e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7549 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 140061 members 
Mstep: Class 6 contains 7195 members 
Mstep: Class 7 contains 22160 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293884 members 
Mstep: Class 10 contains 60042 members 
Mstep: Class 11 contains 41931 members 
Mstep: Class 12 contains 27306 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42428 members 
Mstep: Class 18 contains 18818 members 
Mstep: Class 19 contains 14501 members 
Mstep: Class 20 contains 102448 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202308 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 425Q: 23 clusters Score -1.35802e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 7549 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 140195 members 
Mstep: Class 6 contains 7195 members 
Mstep: Class 7 contains 22155 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293915 members 
Mstep: Class 10 contains 60042 members 
Mstep: Class 11 contains 41931 members 
Mstep: Class 12 contains 27308 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42431 members 
Mstep: Class 18 contains 18820 members 
Mstep: Class 19 contains 14507 members 
Mstep: Class 20 contains 102264 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202318 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 426Q: 23 clusters Score -1.35802e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5176 members 
Mstep: Class 3 contains 7550 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 140348 members 
Mstep: Class 6 contains 7195 members 
Mstep: Class 7 contains 22155 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293949 members 
Mstep: Class 10 contains 60045 members 
Mstep: Class 11 contains 41931 members 
Mstep: Class 12 contains 27307 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42430 members 
Mstep: Class 18 contains 18818 members 
Mstep: Class 19 contains 14509 members 
Mstep: Class 20 contains 102070 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202322 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 427Q: 23 clusters Score -1.358019e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5178 members 
Mstep: Class 3 contains 7549 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 140487 members 
Mstep: Class 6 contains 7195 members 
Mstep: Class 7 contains 22148 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293966 members 
Mstep: Class 10 contains 60058 members 
Mstep: Class 11 contains 41932 members 
Mstep: Class 12 contains 27307 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42429 members 
Mstep: Class 18 contains 18824 members 
Mstep: Class 19 contains 14510 members 
Mstep: Class 20 contains 101891 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202331 members 
Entering Unmasked Estep 
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Iteration 428Q: 23 clusters Score -1.358018e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5177 members 
Mstep: Class 3 contains 7555 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 140650 members 
Mstep: Class 6 contains 7195 members 
Mstep: Class 7 contains 22143 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293974 members 
Mstep: Class 10 contains 60073 members 
Mstep: Class 11 contains 41933 members 
Mstep: Class 12 contains 27309 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42432 members 
Mstep: Class 18 contains 18825 members 
Mstep: Class 19 contains 14502 members 
Mstep: Class 20 contains 101702 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202335 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 429Q: 23 clusters Score -1.358017e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5177 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 140783 members 
Mstep: Class 6 contains 7195 members 
Mstep: Class 7 contains 22139 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293976 members 
Mstep: Class 10 contains 60091 members 
Mstep: Class 11 contains 41935 members 
Mstep: Class 12 contains 27311 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42439 members 
Mstep: Class 18 contains 18826 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 101533 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202337 members 
Entering Unmasked Estep 
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Iteration 430Q: 23 clusters Score -1.358017e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 140903 members 
Mstep: Class 6 contains 7195 members 
Mstep: Class 7 contains 22140 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293981 members 
Mstep: Class 10 contains 60088 members 
Mstep: Class 11 contains 41942 members 
Mstep: Class 12 contains 27311 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42441 members 
Mstep: Class 18 contains 18827 members 
Mstep: Class 19 contains 14507 members 
Mstep: Class 20 contains 101386 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202349 members 
Entering Unmasked Estep 
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Iteration 431Q: 23 clusters Score -1.358016e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5173 members 
Mstep: Class 3 contains 7566 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 141026 members 
Mstep: Class 6 contains 7195 members 
Mstep: Class 7 contains 22134 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 293993 members 
Mstep: Class 10 contains 60090 members 
Mstep: Class 11 contains 41946 members 
Mstep: Class 12 contains 27315 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42443 members 
Mstep: Class 18 contains 18828 members 
Mstep: Class 19 contains 14511 members 
Mstep: Class 20 contains 101231 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202354 members 
Entering Unmasked Estep 
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Iteration 432Q: 23 clusters Score -1.358018e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5173 members 
Mstep: Class 3 contains 7569 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 141173 members 
Mstep: Class 6 contains 7195 members 
Mstep: Class 7 contains 22125 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294015 members 
Mstep: Class 10 contains 60094 members 
Mstep: Class 11 contains 41946 members 
Mstep: Class 12 contains 27313 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42442 members 
Mstep: Class 18 contains 18832 members 
Mstep: Class 19 contains 14509 members 
Mstep: Class 20 contains 101062 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801840.000000 Penalty: 75362.250000
Iteration 433Q: 23 clusters Score -1.358018e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7572 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 141325 members 
Mstep: Class 6 contains 7195 members 
Mstep: Class 7 contains 22122 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294041 members 
Mstep: Class 10 contains 60098 members 
Mstep: Class 11 contains 41946 members 
Mstep: Class 12 contains 27311 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42440 members 
Mstep: Class 18 contains 18830 members 
Mstep: Class 19 contains 14510 members 
Mstep: Class 20 contains 100869 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801904.000000 Penalty: 75362.250000
Iteration 434Q: 23 clusters Score -1.358019e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 7576 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 141478 members 
Mstep: Class 6 contains 7196 members 
Mstep: Class 7 contains 22118 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294069 members 
Mstep: Class 10 contains 60098 members 
Mstep: Class 11 contains 41949 members 
Mstep: Class 12 contains 27311 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42439 members 
Mstep: Class 18 contains 18832 members 
Mstep: Class 19 contains 14516 members 
Mstep: Class 20 contains 100662 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801776.000000 Penalty: 75362.250000
Iteration 435Q: 23 clusters Score -1.358018e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7579 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 141614 members 
Mstep: Class 6 contains 7196 members 
Mstep: Class 7 contains 22111 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294108 members 
Mstep: Class 10 contains 60092 members 
Mstep: Class 11 contains 41952 members 
Mstep: Class 12 contains 27312 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42437 members 
Mstep: Class 18 contains 18832 members 
Mstep: Class 19 contains 14526 members 
Mstep: Class 20 contains 100474 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801728.000000 Penalty: 75362.250000
Iteration 436Q: 23 clusters Score -1.358017e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5176 members 
Mstep: Class 3 contains 7579 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 141746 members 
Mstep: Class 6 contains 7197 members 
Mstep: Class 7 contains 22100 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294133 members 
Mstep: Class 10 contains 60090 members 
Mstep: Class 11 contains 41957 members 
Mstep: Class 12 contains 27313 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42433 members 
Mstep: Class 18 contains 18836 members 
Mstep: Class 19 contains 14525 members 
Mstep: Class 20 contains 100304 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801648.000000 Penalty: 75362.250000
Iteration 437Q: 23 clusters Score -1.358016e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7578 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 141904 members 
Mstep: Class 6 contains 7197 members 
Mstep: Class 7 contains 22095 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294185 members 
Mstep: Class 10 contains 60080 members 
Mstep: Class 11 contains 41958 members 
Mstep: Class 12 contains 27314 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42431 members 
Mstep: Class 18 contains 18832 members 
Mstep: Class 19 contains 14523 members 
Mstep: Class 20 contains 100106 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801520.000000 Penalty: 75362.250000
Iteration 438Q: 23 clusters Score -1.358015e+08 nChanged 442
Entering ConstructFrom: 
Score: -135801520.000000 Penalty: 75362.250000
Entering ConstructFrom: 
Trying to split cluster 1 (3085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Entering Unmasked Estep 
Score: -396534.062500 Penalty: 1992.508057
	Iteration 0F: 2 clusters Score -396534.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -393291.343750 Penalty: 3985.016113
	Iteration 0F: 3 clusters Score -393291.3 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -394161.625000 Penalty: 3985.016113
	Iteration 1F: 3 clusters Score -394161.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -394640.531250 Penalty: 3985.016113
	Iteration 2F: 3 clusters Score -394640.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -395215.656250 Penalty: 3985.016113
	Iteration 3F: 3 clusters Score -395215.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -395733.781250 Penalty: 3985.016113
	Iteration 4F: 3 clusters Score -395733.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -396127.718750 Penalty: 3985.016113
	Iteration 5F: 3 clusters Score -396127.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -396417.968750 Penalty: 3985.016113
	Iteration 6F: 3 clusters Score -396418 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -396598.968750 Penalty: 3985.016113
	Iteration 7Q: 3 clusters Score -396599 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -396663.031250 Penalty: 3985.016113
	Iteration 8Q: 3 clusters Score -396663 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -396701.468750 Penalty: 3985.016113
	Iteration 9Q: 3 clusters Score -396701.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -396715.593750 Penalty: 3985.016113
	Iteration 10Q: 3 clusters Score -396715.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -396724.093750 Penalty: 3985.016113
	Iteration 11Q: 3 clusters Score -396724.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -396734.343750 Penalty: 3985.016113
	Iteration 12Q: 3 clusters Score -396734.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -396737.843750 Penalty: 3985.016113
	Iteration 13Q: 3 clusters Score -396737.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -396740.375000 Penalty: 3985.016113
	Iteration 14Q: 3 clusters Score -396740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -396741.031250 Penalty: 3985.016113
	Iteration 15Q: 3 clusters Score -396741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -396740.687500 Penalty: 3985.016113
	Iteration 16Q: 3 clusters Score -396740.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -396740.687500 Penalty: 3985.016113
	Iteration 17F: 3 clusters Score -396740.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 7581 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 142068 members 
Mstep: Class 6 contains 7196 members 
Mstep: Class 7 contains 22079 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294200 members 
Mstep: Class 10 contains 60088 members 
Mstep: Class 11 contains 41961 members 
Mstep: Class 12 contains 27317 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42433 members 
Mstep: Class 18 contains 18829 members 
Mstep: Class 19 contains 14522 members 
Mstep: Class 20 contains 99922 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202433 members 
Mstep: Class 23 contains 2593 members 
Entering Unmasked Estep 
Score: -135800368.000000 Penalty: 78787.804688
Splitting cluster 1 changes total score from -135801520.000000 to -135800368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Entering Unmasked Estep 
Score: -673071.000000 Penalty: 2120.795410
	Iteration 0F: 2 clusters Score -673071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -668472.750000 Penalty: 4241.590820
	Iteration 0F: 3 clusters Score -668472.8 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -669566.437500 Penalty: 4241.590820
	Iteration 1F: 3 clusters Score -669566.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -669822.062500 Penalty: 4241.590820
	Iteration 2F: 3 clusters Score -669822.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -669999.562500 Penalty: 4241.590820
	Iteration 3F: 3 clusters Score -669999.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -670127.750000 Penalty: 4241.590820
	Iteration 4Q: 3 clusters Score -670127.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -670233.625000 Penalty: 4241.590820
	Iteration 5Q: 3 clusters Score -670233.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -670331.125000 Penalty: 4241.590820
	Iteration 6Q: 3 clusters Score -670331.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -670422.187500 Penalty: 4241.590820
	Iteration 7Q: 3 clusters Score -670422.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -670496.875000 Penalty: 4241.590820
	Iteration 8Q: 3 clusters Score -670496.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -670564.125000 Penalty: 4241.590820
	Iteration 9Q: 3 clusters Score -670564.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -670633.187500 Penalty: 4241.590820
	Iteration 10Q: 3 clusters Score -670633.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -670702.000000 Penalty: 4241.590820
	Iteration 11Q: 3 clusters Score -670702 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -670775.687500 Penalty: 4241.590820
	Iteration 12Q: 3 clusters Score -670775.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -670860.625000 Penalty: 4241.590820
	Iteration 13Q: 3 clusters Score -670860.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -670938.625000 Penalty: 4241.590820
	Iteration 14Q: 3 clusters Score -670938.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -671028.250000 Penalty: 4241.590820
	Iteration 15Q: 3 clusters Score -671028.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -671111.375000 Penalty: 4241.590820
	Iteration 16Q: 3 clusters Score -671111.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -671184.750000 Penalty: 4241.590820
	Iteration 17Q: 3 clusters Score -671184.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -671255.687500 Penalty: 4241.590820
	Iteration 18Q: 3 clusters Score -671255.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -671316.375000 Penalty: 4241.590820
	Iteration 19Q: 3 clusters Score -671316.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -671358.562500 Penalty: 4241.590820
	Iteration 20F: 3 clusters Score -671358.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -671399.625000 Penalty: 4241.590820
	Iteration 21Q: 3 clusters Score -671399.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -671422.875000 Penalty: 4241.590820
	Iteration 22Q: 3 clusters Score -671422.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -671442.875000 Penalty: 4241.590820
	Iteration 23Q: 3 clusters Score -671442.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -671471.125000 Penalty: 4241.590820
	Iteration 24Q: 3 clusters Score -671471.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -671488.250000 Penalty: 4241.590820
	Iteration 25Q: 3 clusters Score -671488.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -671508.812500 Penalty: 4241.590820
	Iteration 26Q: 3 clusters Score -671508.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -671539.375000 Penalty: 4241.590820
	Iteration 27Q: 3 clusters Score -671539.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -671564.125000 Penalty: 4241.590820
	Iteration 28Q: 3 clusters Score -671564.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -671598.437500 Penalty: 4241.590820
	Iteration 29Q: 3 clusters Score -671598.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -671620.375000 Penalty: 4241.590820
	Iteration 30Q: 3 clusters Score -671620.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -671646.812500 Penalty: 4241.590820
	Iteration 31Q: 3 clusters Score -671646.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -671684.750000 Penalty: 4241.590820
	Iteration 32Q: 3 clusters Score -671684.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -671704.875000 Penalty: 4241.590820
	Iteration 33Q: 3 clusters Score -671704.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -671719.875000 Penalty: 4241.590820
	Iteration 34Q: 3 clusters Score -671719.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -671726.625000 Penalty: 4241.590820
	Iteration 35Q: 3 clusters Score -671726.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -671729.500000 Penalty: 4241.590820
	Iteration 36Q: 3 clusters Score -671729.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -671732.500000 Penalty: 4241.590820
	Iteration 37Q: 3 clusters Score -671732.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -671736.937500 Penalty: 4241.590820
	Iteration 38Q: 3 clusters Score -671736.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -671743.500000 Penalty: 4241.590820
	Iteration 39Q: 3 clusters Score -671743.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -671743.000000 Penalty: 4241.590820
	Iteration 40F: 3 clusters Score -671743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -671746.062500 Penalty: 4241.590820
	Iteration 41Q: 3 clusters Score -671746.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -671750.062500 Penalty: 4241.590820
	Iteration 42Q: 3 clusters Score -671750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -671752.125000 Penalty: 4241.590820
	Iteration 43Q: 3 clusters Score -671752.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -671752.625000 Penalty: 4241.590820
	Iteration 44Q: 3 clusters Score -671752.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -671752.625000 Penalty: 4241.590820
	Iteration 45F: 3 clusters Score -671752.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Entering Unmasked Estep 
Score: -1026906.125000 Penalty: 2215.483154
	Iteration 0F: 2 clusters Score -1026906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1020732.875000 Penalty: 4430.966309
	Iteration 0F: 3 clusters Score -1020733 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1022391.250000 Penalty: 4430.966309
	Iteration 1F: 3 clusters Score -1022391 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1022720.375000 Penalty: 4430.966309
	Iteration 2F: 3 clusters Score -1022720 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1022951.250000 Penalty: 4430.966309
	Iteration 3F: 3 clusters Score -1022951 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1023140.937500 Penalty: 4430.966309
	Iteration 4Q: 3 clusters Score -1023141 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1023299.875000 Penalty: 4430.966309
	Iteration 5Q: 3 clusters Score -1023300 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1023440.062500 Penalty: 4430.966309
	Iteration 6Q: 3 clusters Score -1023440 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1023536.250000 Penalty: 4430.966309
	Iteration 7Q: 3 clusters Score -1023536 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1023622.375000 Penalty: 4430.966309
	Iteration 8Q: 3 clusters Score -1023622 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1023705.437500 Penalty: 4430.966309
	Iteration 9Q: 3 clusters Score -1023705 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1023776.750000 Penalty: 4430.966309
	Iteration 10Q: 3 clusters Score -1023777 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1023830.312500 Penalty: 4430.966309
	Iteration 11Q: 3 clusters Score -1023830 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1023880.750000 Penalty: 4430.966309
	Iteration 12Q: 3 clusters Score -1023881 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1023912.875000 Penalty: 4430.966309
	Iteration 13Q: 3 clusters Score -1023913 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1023938.750000 Penalty: 4430.966309
	Iteration 14Q: 3 clusters Score -1023939 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1023964.000000 Penalty: 4430.966309
	Iteration 15Q: 3 clusters Score -1023964 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1023987.125000 Penalty: 4430.966309
	Iteration 16Q: 3 clusters Score -1023987 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1024003.750000 Penalty: 4430.966309
	Iteration 17Q: 3 clusters Score -1024004 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1024024.250000 Penalty: 4430.966309
	Iteration 18Q: 3 clusters Score -1024024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1024032.187500 Penalty: 4430.966309
	Iteration 19Q: 3 clusters Score -1024032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1024042.687500 Penalty: 4430.966309
	Iteration 20F: 3 clusters Score -1024043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1024047.500000 Penalty: 4430.966309
	Iteration 21Q: 3 clusters Score -1024048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1024061.062500 Penalty: 4430.966309
	Iteration 22Q: 3 clusters Score -1024061 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1024066.000000 Penalty: 4430.966309
	Iteration 23Q: 3 clusters Score -1024066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1024071.562500 Penalty: 4430.966309
	Iteration 24Q: 3 clusters Score -1024072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1024075.562500 Penalty: 4430.966309
	Iteration 25Q: 3 clusters Score -1024076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1024078.500000 Penalty: 4430.966309
	Iteration 26Q: 3 clusters Score -1024078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1024082.812500 Penalty: 4430.966309
	Iteration 27Q: 3 clusters Score -1024083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1024086.875000 Penalty: 4430.966309
	Iteration 28Q: 3 clusters Score -1024087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1024091.750000 Penalty: 4430.966309
	Iteration 29Q: 3 clusters Score -1024092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1024095.125000 Penalty: 4430.966309
	Iteration 30Q: 3 clusters Score -1024095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1024098.875000 Penalty: 4430.966309
	Iteration 31Q: 3 clusters Score -1024099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1024099.375000 Penalty: 4430.966309
	Iteration 32Q: 3 clusters Score -1024099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1024102.875000 Penalty: 4430.966309
	Iteration 33Q: 3 clusters Score -1024103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1024106.625000 Penalty: 4430.966309
	Iteration 34Q: 3 clusters Score -1024107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1024110.875000 Penalty: 4430.966309
	Iteration 35Q: 3 clusters Score -1024111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1024113.500000 Penalty: 4430.966309
	Iteration 36Q: 3 clusters Score -1024114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1024115.750000 Penalty: 4430.966309
	Iteration 37Q: 3 clusters Score -1024116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1024120.375000 Penalty: 4430.966309
	Iteration 38Q: 3 clusters Score -1024120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1024124.375000 Penalty: 4430.966309
	Iteration 39Q: 3 clusters Score -1024124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1024130.875000 Penalty: 4430.966309
	Iteration 40F: 3 clusters Score -1024131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1024128.625000 Penalty: 4430.966309
	Iteration 41Q: 3 clusters Score -1024129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1024133.187500 Penalty: 4430.966309
	Iteration 42Q: 3 clusters Score -1024133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1024134.750000 Penalty: 4430.966309
	Iteration 43Q: 3 clusters Score -1024135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1024134.500000 Penalty: 4430.966309
	Iteration 44Q: 3 clusters Score -1024134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1024137.312500 Penalty: 4430.966309
	Iteration 45Q: 3 clusters Score -1024137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1024139.312500 Penalty: 4430.966309
	Iteration 46Q: 3 clusters Score -1024139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1024140.125000 Penalty: 4430.966309
	Iteration 47Q: 3 clusters Score -1024140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1024144.375000 Penalty: 4430.966309
	Iteration 48Q: 3 clusters Score -1024144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1024144.062500 Penalty: 4430.966309
	Iteration 49Q: 3 clusters Score -1024144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1024145.750000 Penalty: 4430.966309
	Iteration 50Q: 3 clusters Score -1024146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1024145.125000 Penalty: 4430.966309
	Iteration 51Q: 3 clusters Score -1024145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1024147.812500 Penalty: 4430.966309
	Iteration 52Q: 3 clusters Score -1024148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1024151.062500 Penalty: 4430.966309
	Iteration 53Q: 3 clusters Score -1024151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1024149.250000 Penalty: 4430.966309
	Iteration 54Q: 3 clusters Score -1024149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1024151.062500 Penalty: 4430.966309
	Iteration 55Q: 3 clusters Score -1024151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1024152.000000 Penalty: 4430.966309
	Iteration 56Q: 3 clusters Score -1024152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1024151.062500 Penalty: 4430.966309
	Iteration 57Q: 3 clusters Score -1024151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1024151.937500 Penalty: 4430.966309
	Iteration 58Q: 3 clusters Score -1024152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1024151.000000 Penalty: 4430.966309
	Iteration 59Q: 3 clusters Score -1024151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1024152.625000 Penalty: 4430.966309
	Iteration 60F: 3 clusters Score -1024153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1024152.812500 Penalty: 4430.966309
	Iteration 61Q: 3 clusters Score -1024153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1024152.812500 Penalty: 4430.966309
	Iteration 62F: 3 clusters Score -1024153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -58891.609375 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -58891.61 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 242 members 
Entering Unmasked Estep 
Score: -57448.371094 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -57448.37 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -57807.589844 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -57807.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58000.730469 Penalty: 3045.382812
	Iteration 2F: 3 clusters Score -58000.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -58160.589844 Penalty: 3045.382812
	Iteration 3F: 3 clusters Score -58160.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58257.601562 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -58257.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58327.210938 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -58327.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58368.472656 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -58368.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -58418.078125 Penalty: 3045.382812
	Iteration 7Q: 3 clusters Score -58418.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -58511.625000 Penalty: 3045.382812
	Iteration 8Q: 3 clusters Score -58511.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -58636.949219 Penalty: 3045.382812
	Iteration 9Q: 3 clusters Score -58636.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58913.984375 Penalty: 3045.382812
	Iteration 10Q: 3 clusters Score -58913.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59128.269531 Penalty: 3045.382812
	Iteration 11Q: 3 clusters Score -59128.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -59150.289062 Penalty: 3045.382812
	Iteration 12Q: 3 clusters Score -59150.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59161.261719 Penalty: 3045.382812
	Iteration 13Q: 3 clusters Score -59161.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59166.105469 Penalty: 3045.382812
	Iteration 14Q: 3 clusters Score -59166.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -59173.023438 Penalty: 3045.382812
	Iteration 15Q: 3 clusters Score -59173.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -59180.843750 Penalty: 3045.382812
	Iteration 16Q: 3 clusters Score -59180.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59185.261719 Penalty: 3045.382812
	Iteration 17Q: 3 clusters Score -59185.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59189.996094 Penalty: 3045.382812
	Iteration 18Q: 3 clusters Score -59190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59189.996094 Penalty: 3045.382812
	Iteration 19F: 3 clusters Score -59190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 7581 members 
Mstep: Class 4 contains 140 members 
Mstep: Class 5 contains 142068 members 
Mstep: Class 6 contains 7196 members 
Mstep: Class 7 contains 22079 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294200 members 
Mstep: Class 10 contains 60088 members 
Mstep: Class 11 contains 41961 members 
Mstep: Class 12 contains 27317 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42433 members 
Mstep: Class 18 contains 18829 members 
Mstep: Class 19 contains 14522 members 
Mstep: Class 20 contains 99922 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202433 members 
Mstep: Class 23 contains 324 members 
Entering Unmasked Estep 
Score: -135800080.000000 Penalty: 78787.804688
Splitting cluster 4 changes total score from -135801520.000000 to -135800080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (142068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142068 members 
Entering Unmasked Estep 
Score: -19887260.000000 Penalty: 2942.287109
	Iteration 0F: 2 clusters Score -1.988726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71188 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -19794276.000000 Penalty: 5884.574219
	Iteration 0F: 3 clusters Score -1.979428e+07 nChanged 67764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70920 members 
Mstep: Class 2 contains 71148 members 
Entering Unmasked Estep 
Score: -19834186.000000 Penalty: 5884.574219
	Iteration 1F: 3 clusters Score -1.983419e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70523 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -19835506.000000 Penalty: 5884.574219
	Iteration 2Q: 3 clusters Score -1.983551e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Mstep: Class 2 contains 72265 members 
Entering Unmasked Estep 
Score: -19837280.000000 Penalty: 5884.574219
	Iteration 3Q: 3 clusters Score -1.983728e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68719 members 
Mstep: Class 2 contains 73349 members 
Entering Unmasked Estep 
Score: -19840082.000000 Penalty: 5884.574219
	Iteration 4Q: 3 clusters Score -1.984008e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67056 members 
Mstep: Class 2 contains 75012 members 
Entering Unmasked Estep 
Score: -19844226.000000 Penalty: 5884.574219
	Iteration 5F: 3 clusters Score -1.984423e+07 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -19849584.000000 Penalty: 5884.574219
	Iteration 6F: 3 clusters Score -1.984958e+07 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 79955 members 
Entering Unmasked Estep 
Score: -19856268.000000 Penalty: 5884.574219
	Iteration 7F: 3 clusters Score -1.985627e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 82641 members 
Entering Unmasked Estep 
Score: -19863152.000000 Penalty: 5884.574219
	Iteration 8F: 3 clusters Score -1.986315e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57163 members 
Mstep: Class 2 contains 84905 members 
Entering Unmasked Estep 
Score: -19868502.000000 Penalty: 5884.574219
	Iteration 9F: 3 clusters Score -1.98685e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 86692 members 
Entering Unmasked Estep 
Score: -19871854.000000 Penalty: 5884.574219
	Iteration 10Q: 3 clusters Score -1.987185e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 88182 members 
Entering Unmasked Estep 
Score: -19873380.000000 Penalty: 5884.574219
	Iteration 11Q: 3 clusters Score -1.987338e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 89424 members 
Entering Unmasked Estep 
Score: -19873984.000000 Penalty: 5884.574219
	Iteration 12Q: 3 clusters Score -1.987398e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 90628 members 
Entering Unmasked Estep 
Score: -19874586.000000 Penalty: 5884.574219
	Iteration 13Q: 3 clusters Score -1.987459e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 91806 members 
Entering Unmasked Estep 
Score: -19874990.000000 Penalty: 5884.574219
	Iteration 14Q: 3 clusters Score -1.987499e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 93007 members 
Entering Unmasked Estep 
Score: -19875336.000000 Penalty: 5884.574219
	Iteration 15Q: 3 clusters Score -1.987534e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 94206 members 
Entering Unmasked Estep 
Score: -19875684.000000 Penalty: 5884.574219
	Iteration 16Q: 3 clusters Score -1.987568e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 95404 members 
Entering Unmasked Estep 
Score: -19876030.000000 Penalty: 5884.574219
	Iteration 17Q: 3 clusters Score -1.987603e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 96573 members 
Entering Unmasked Estep 
Score: -19876316.000000 Penalty: 5884.574219
	Iteration 18Q: 3 clusters Score -1.987632e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 97756 members 
Entering Unmasked Estep 
Score: -19876684.000000 Penalty: 5884.574219
	Iteration 19Q: 3 clusters Score -1.987668e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 98841 members 
Entering Unmasked Estep 
Score: -19876842.000000 Penalty: 5884.574219
	Iteration 20F: 3 clusters Score -1.987684e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 99982 members 
Entering Unmasked Estep 
Score: -19877004.000000 Penalty: 5884.574219
	Iteration 21Q: 3 clusters Score -1.9877e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 101149 members 
Entering Unmasked Estep 
Score: -19877144.000000 Penalty: 5884.574219
	Iteration 22Q: 3 clusters Score -1.987714e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 102251 members 
Entering Unmasked Estep 
Score: -19877338.000000 Penalty: 5884.574219
	Iteration 23Q: 3 clusters Score -1.987734e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 103346 members 
Entering Unmasked Estep 
Score: -19877600.000000 Penalty: 5884.574219
	Iteration 24Q: 3 clusters Score -1.98776e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 104373 members 
Entering Unmasked Estep 
Score: -19877788.000000 Penalty: 5884.574219
	Iteration 25Q: 3 clusters Score -1.987779e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 105465 members 
Entering Unmasked Estep 
Score: -19877988.000000 Penalty: 5884.574219
	Iteration 26Q: 3 clusters Score -1.987799e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 106554 members 
Entering Unmasked Estep 
Score: -19878218.000000 Penalty: 5884.574219
	Iteration 27Q: 3 clusters Score -1.987822e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 107622 members 
Entering Unmasked Estep 
Score: -19878482.000000 Penalty: 5884.574219
	Iteration 28Q: 3 clusters Score -1.987848e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 108744 members 
Entering Unmasked Estep 
Score: -19878636.000000 Penalty: 5884.574219
	Iteration 29Q: 3 clusters Score -1.987864e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 109903 members 
Entering Unmasked Estep 
Score: -19878898.000000 Penalty: 5884.574219
	Iteration 30Q: 3 clusters Score -1.98789e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 111160 members 
Entering Unmasked Estep 
Score: -19879120.000000 Penalty: 5884.574219
	Iteration 31Q: 3 clusters Score -1.987912e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 112469 members 
Entering Unmasked Estep 
Score: -19879342.000000 Penalty: 5884.574219
	Iteration 32Q: 3 clusters Score -1.987934e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 113945 members 
Entering Unmasked Estep 
Score: -19879528.000000 Penalty: 5884.574219
	Iteration 33Q: 3 clusters Score -1.987953e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 115445 members 
Entering Unmasked Estep 
Score: -19879868.000000 Penalty: 5884.574219
	Iteration 34Q: 3 clusters Score -1.987987e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 116975 members 
Entering Unmasked Estep 
Score: -19880104.000000 Penalty: 5884.574219
	Iteration 35Q: 3 clusters Score -1.98801e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 118606 members 
Entering Unmasked Estep 
Score: -19880450.000000 Penalty: 5884.574219
	Iteration 36Q: 3 clusters Score -1.988045e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 120322 members 
Entering Unmasked Estep 
Score: -19880886.000000 Penalty: 5884.574219
	Iteration 37Q: 3 clusters Score -1.988089e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 122057 members 
Entering Unmasked Estep 
Score: -19881110.000000 Penalty: 5884.574219
	Iteration 38Q: 3 clusters Score -1.988111e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 123803 members 
Entering Unmasked Estep 
Score: -19881542.000000 Penalty: 5884.574219
	Iteration 39Q: 3 clusters Score -1.988154e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 125535 members 
Entering Unmasked Estep 
Score: -19881858.000000 Penalty: 5884.574219
	Iteration 40F: 3 clusters Score -1.988186e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 127181 members 
Entering Unmasked Estep 
Score: -19882214.000000 Penalty: 5884.574219
	Iteration 41Q: 3 clusters Score -1.988221e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 128751 members 
Entering Unmasked Estep 
Score: -19882518.000000 Penalty: 5884.574219
	Iteration 42Q: 3 clusters Score -1.988252e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 130188 members 
Entering Unmasked Estep 
Score: -19882876.000000 Penalty: 5884.574219
	Iteration 43Q: 3 clusters Score -1.988288e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 131551 members 
Entering Unmasked Estep 
Score: -19883222.000000 Penalty: 5884.574219
	Iteration 44Q: 3 clusters Score -1.988322e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 132875 members 
Entering Unmasked Estep 
Score: -19883494.000000 Penalty: 5884.574219
	Iteration 45Q: 3 clusters Score -1.988349e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 134083 members 
Entering Unmasked Estep 
Score: -19883736.000000 Penalty: 5884.574219
	Iteration 46Q: 3 clusters Score -1.988374e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 135109 members 
Entering Unmasked Estep 
Score: -19883874.000000 Penalty: 5884.574219
	Iteration 47Q: 3 clusters Score -1.988387e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 136027 members 
Entering Unmasked Estep 
Score: -19884190.000000 Penalty: 5884.574219
	Iteration 48Q: 3 clusters Score -1.988419e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 136828 members 
Entering Unmasked Estep 
Score: -19884386.000000 Penalty: 5884.574219
	Iteration 49Q: 3 clusters Score -1.988439e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 137485 members 
Entering Unmasked Estep 
Score: -19884482.000000 Penalty: 5884.574219
	Iteration 50Q: 3 clusters Score -1.988448e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 138037 members 
Entering Unmasked Estep 
Score: -19884620.000000 Penalty: 5884.574219
	Iteration 51Q: 3 clusters Score -1.988462e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 138493 members 
Entering Unmasked Estep 
Score: -19884760.000000 Penalty: 5884.574219
	Iteration 52Q: 3 clusters Score -1.988476e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 138854 members 
Entering Unmasked Estep 
Score: -19884852.000000 Penalty: 5884.574219
	Iteration 53Q: 3 clusters Score -1.988485e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 139176 members 
Entering Unmasked Estep 
Score: -19884874.000000 Penalty: 5884.574219
	Iteration 54Q: 3 clusters Score -1.988487e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 139431 members 
Entering Unmasked Estep 
Score: -19884890.000000 Penalty: 5884.574219
	Iteration 55Q: 3 clusters Score -1.988489e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 139657 members 
Entering Unmasked Estep 
Score: -19884888.000000 Penalty: 5884.574219
	Iteration 56Q: 3 clusters Score -1.988489e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 139852 members 
Entering Unmasked Estep 
Score: -19884882.000000 Penalty: 5884.574219
	Iteration 57Q: 3 clusters Score -1.988488e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 140036 members 
Entering Unmasked Estep 
Score: -19884890.000000 Penalty: 5884.574219
	Iteration 58Q: 3 clusters Score -1.988489e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 140181 members 
Entering Unmasked Estep 
Score: -19884940.000000 Penalty: 5884.574219
	Iteration 59Q: 3 clusters Score -1.988494e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 140300 members 
Entering Unmasked Estep 
Score: -19884946.000000 Penalty: 5884.574219
	Iteration 60F: 3 clusters Score -1.988495e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 140390 members 
Entering Unmasked Estep 
Score: -19884958.000000 Penalty: 5884.574219
	Iteration 61Q: 3 clusters Score -1.988496e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 140460 members 
Entering Unmasked Estep 
Score: -19885006.000000 Penalty: 5884.574219
	Iteration 62Q: 3 clusters Score -1.988501e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 140527 members 
Entering Unmasked Estep 
Score: -19884966.000000 Penalty: 5884.574219
	Iteration 63Q: 3 clusters Score -1.988497e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 140568 members 
Entering Unmasked Estep 
Score: -19885002.000000 Penalty: 5884.574219
	Iteration 64Q: 3 clusters Score -1.9885e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 140610 members 
Entering Unmasked Estep 
Score: -19885008.000000 Penalty: 5884.574219
	Iteration 65Q: 3 clusters Score -1.988501e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 140651 members 
Entering Unmasked Estep 
Score: -19885018.000000 Penalty: 5884.574219
	Iteration 66Q: 3 clusters Score -1.988502e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 140690 members 
Entering Unmasked Estep 
Score: -19885036.000000 Penalty: 5884.574219
	Iteration 67Q: 3 clusters Score -1.988504e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 140723 members 
Entering Unmasked Estep 
Score: -19885008.000000 Penalty: 5884.574219
	Iteration 68Q: 3 clusters Score -1.988501e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 140754 members 
Entering Unmasked Estep 
Score: -19885036.000000 Penalty: 5884.574219
	Iteration 69Q: 3 clusters Score -1.988504e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 140793 members 
Entering Unmasked Estep 
Score: -19885040.000000 Penalty: 5884.574219
	Iteration 70Q: 3 clusters Score -1.988504e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 140828 members 
Entering Unmasked Estep 
Score: -19885070.000000 Penalty: 5884.574219
	Iteration 71Q: 3 clusters Score -1.988507e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 140855 members 
Entering Unmasked Estep 
Score: -19885046.000000 Penalty: 5884.574219
	Iteration 72Q: 3 clusters Score -1.988505e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 140879 members 
Entering Unmasked Estep 
Score: -19885064.000000 Penalty: 5884.574219
	Iteration 73Q: 3 clusters Score -1.988506e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 140903 members 
Entering Unmasked Estep 
Score: -19885052.000000 Penalty: 5884.574219
	Iteration 74Q: 3 clusters Score -1.988505e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 140926 members 
Entering Unmasked Estep 
Score: -19885054.000000 Penalty: 5884.574219
	Iteration 75Q: 3 clusters Score -1.988505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 140936 members 
Entering Unmasked Estep 
Score: -19885064.000000 Penalty: 5884.574219
	Iteration 76Q: 3 clusters Score -1.988506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 140946 members 
Entering Unmasked Estep 
Score: -19885066.000000 Penalty: 5884.574219
	Iteration 77Q: 3 clusters Score -1.988507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 140955 members 
Entering Unmasked Estep 
Score: -19885064.000000 Penalty: 5884.574219
	Iteration 78Q: 3 clusters Score -1.988506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 140963 members 
Entering Unmasked Estep 
Score: -19885072.000000 Penalty: 5884.574219
	Iteration 79Q: 3 clusters Score -1.988507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 140976 members 
Entering Unmasked Estep 
Score: -19885072.000000 Penalty: 5884.574219
	Iteration 80F: 3 clusters Score -1.988507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 140988 members 
Entering Unmasked Estep 
Score: -19885062.000000 Penalty: 5884.574219
	Iteration 81Q: 3 clusters Score -1.988506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 140996 members 
Entering Unmasked Estep 
Score: -19885058.000000 Penalty: 5884.574219
	Iteration 82Q: 3 clusters Score -1.988506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 141000 members 
Entering Unmasked Estep 
Score: -19885062.000000 Penalty: 5884.574219
	Iteration 83Q: 3 clusters Score -1.988506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 141005 members 
Entering Unmasked Estep 
Score: -19885052.000000 Penalty: 5884.574219
	Iteration 84Q: 3 clusters Score -1.988505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 141012 members 
Entering Unmasked Estep 
Score: -19885072.000000 Penalty: 5884.574219
	Iteration 85Q: 3 clusters Score -1.988507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 141019 members 
Entering Unmasked Estep 
Score: -19885072.000000 Penalty: 5884.574219
	Iteration 86Q: 3 clusters Score -1.988507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 141024 members 
Entering Unmasked Estep 
Score: -19885070.000000 Penalty: 5884.574219
	Iteration 87Q: 3 clusters Score -1.988507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 141028 members 
Entering Unmasked Estep 
Score: -19885066.000000 Penalty: 5884.574219
	Iteration 88Q: 3 clusters Score -1.988507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 141037 members 
Entering Unmasked Estep 
Score: -19885070.000000 Penalty: 5884.574219
	Iteration 89Q: 3 clusters Score -1.988507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 141041 members 
Entering Unmasked Estep 
Score: -19885064.000000 Penalty: 5884.574219
	Iteration 90Q: 3 clusters Score -1.988506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 141051 members 
Entering Unmasked Estep 
Score: -19885060.000000 Penalty: 5884.574219
	Iteration 91Q: 3 clusters Score -1.988506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 141059 members 
Entering Unmasked Estep 
Score: -19885070.000000 Penalty: 5884.574219
	Iteration 92Q: 3 clusters Score -1.988507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 141065 members 
Entering Unmasked Estep 
Score: -19885088.000000 Penalty: 5884.574219
	Iteration 93Q: 3 clusters Score -1.988509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 141069 members 
Entering Unmasked Estep 
Score: -19885082.000000 Penalty: 5884.574219
	Iteration 94Q: 3 clusters Score -1.988508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 141071 members 
Entering Unmasked Estep 
Score: -19885080.000000 Penalty: 5884.574219
	Iteration 95Q: 3 clusters Score -1.988508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 141067 members 
Entering Unmasked Estep 
Score: -19885086.000000 Penalty: 5884.574219
	Iteration 96Q: 3 clusters Score -1.988509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 141068 members 
Entering Unmasked Estep 
Score: -19885096.000000 Penalty: 5884.574219
	Iteration 97Q: 3 clusters Score -1.98851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 141069 members 
Entering Unmasked Estep 
Score: -19885092.000000 Penalty: 5884.574219
	Iteration 98Q: 3 clusters Score -1.988509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 141070 members 
Entering Unmasked Estep 
Score: -19885082.000000 Penalty: 5884.574219
	Iteration 99Q: 3 clusters Score -1.988508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 141072 members 
Entering Unmasked Estep 
Score: -19885084.000000 Penalty: 5884.574219
	Iteration 100F: 3 clusters Score -1.988508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 141072 members 
Entering Unmasked Estep 
Score: -19885074.000000 Penalty: 5884.574219
	Iteration 101Q: 3 clusters Score -1.988507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 141072 members 
Entering Unmasked Estep 
Score: -19885074.000000 Penalty: 5884.574219
	Iteration 102F: 3 clusters Score -1.988507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Entering Unmasked Estep 
Score: -1029921.687500 Penalty: 2202.557617
	Iteration 0F: 2 clusters Score -1029922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1024081.125000 Penalty: 4405.115234
	Iteration 0F: 3 clusters Score -1024081 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1025533.812500 Penalty: 4405.115234
	Iteration 1F: 3 clusters Score -1025534 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1025778.000000 Penalty: 4405.115234
	Iteration 2F: 3 clusters Score -1025778 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1025944.437500 Penalty: 4405.115234
	Iteration 3F: 3 clusters Score -1025944 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1026060.687500 Penalty: 4405.115234
	Iteration 4Q: 3 clusters Score -1026061 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1026158.187500 Penalty: 4405.115234
	Iteration 5Q: 3 clusters Score -1026158 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1026249.375000 Penalty: 4405.115234
	Iteration 6Q: 3 clusters Score -1026249 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1026344.250000 Penalty: 4405.115234
	Iteration 7Q: 3 clusters Score -1026344 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1026461.250000 Penalty: 4405.115234
	Iteration 8Q: 3 clusters Score -1026461 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1026583.125000 Penalty: 4405.115234
	Iteration 9Q: 3 clusters Score -1026583 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1026717.500000 Penalty: 4405.115234
	Iteration 10Q: 3 clusters Score -1026718 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1026854.687500 Penalty: 4405.115234
	Iteration 11Q: 3 clusters Score -1026855 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1026962.750000 Penalty: 4405.115234
	Iteration 12Q: 3 clusters Score -1026963 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1027082.625000 Penalty: 4405.115234
	Iteration 13Q: 3 clusters Score -1027083 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1027199.625000 Penalty: 4405.115234
	Iteration 14Q: 3 clusters Score -1027200 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1027319.625000 Penalty: 4405.115234
	Iteration 15Q: 3 clusters Score -1027320 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1027435.875000 Penalty: 4405.115234
	Iteration 16Q: 3 clusters Score -1027436 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1027528.625000 Penalty: 4405.115234
	Iteration 17Q: 3 clusters Score -1027529 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1027621.625000 Penalty: 4405.115234
	Iteration 18Q: 3 clusters Score -1027622 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1027699.625000 Penalty: 4405.115234
	Iteration 19Q: 3 clusters Score -1027700 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1027758.250000 Penalty: 4405.115234
	Iteration 20F: 3 clusters Score -1027758 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1027794.000000 Penalty: 4405.115234
	Iteration 21Q: 3 clusters Score -1027794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1027826.687500 Penalty: 4405.115234
	Iteration 22Q: 3 clusters Score -1027827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1027847.562500 Penalty: 4405.115234
	Iteration 23Q: 3 clusters Score -1027848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1027858.375000 Penalty: 4405.115234
	Iteration 24Q: 3 clusters Score -1027858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1027867.812500 Penalty: 4405.115234
	Iteration 25Q: 3 clusters Score -1027868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1027877.500000 Penalty: 4405.115234
	Iteration 26Q: 3 clusters Score -1027878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1027889.687500 Penalty: 4405.115234
	Iteration 27Q: 3 clusters Score -1027890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1027896.062500 Penalty: 4405.115234
	Iteration 28Q: 3 clusters Score -1027896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1027911.312500 Penalty: 4405.115234
	Iteration 29Q: 3 clusters Score -1027911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1027918.375000 Penalty: 4405.115234
	Iteration 30Q: 3 clusters Score -1027918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1027920.312500 Penalty: 4405.115234
	Iteration 31Q: 3 clusters Score -1027920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1027921.937500 Penalty: 4405.115234
	Iteration 32Q: 3 clusters Score -1027922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1027925.187500 Penalty: 4405.115234
	Iteration 33Q: 3 clusters Score -1027925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1027925.562500 Penalty: 4405.115234
	Iteration 34Q: 3 clusters Score -1027926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1027928.312500 Penalty: 4405.115234
	Iteration 35Q: 3 clusters Score -1027928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1027928.437500 Penalty: 4405.115234
	Iteration 36Q: 3 clusters Score -1027928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1027928.437500 Penalty: 4405.115234
	Iteration 37Q: 3 clusters Score -1027928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1027929.125000 Penalty: 4405.115234
	Iteration 38Q: 3 clusters Score -1027929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1027932.000000 Penalty: 4405.115234
	Iteration 39Q: 3 clusters Score -1027932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1027929.250000 Penalty: 4405.115234
	Iteration 40F: 3 clusters Score -1027929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1027930.500000 Penalty: 4405.115234
	Iteration 41Q: 3 clusters Score -1027930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1027930.500000 Penalty: 4405.115234
	Iteration 42F: 3 clusters Score -1027930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Entering Unmasked Estep 
Score: -3088638.250000 Penalty: 2480.590820
	Iteration 0F: 2 clusters Score -3088638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -3073074.500000 Penalty: 4961.181641
	Iteration 0F: 3 clusters Score -3073074 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -3078367.500000 Penalty: 4961.181641
	Iteration 1F: 3 clusters Score -3078368 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -3078760.000000 Penalty: 4961.181641
	Iteration 2Q: 3 clusters Score -3078760 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -3079163.000000 Penalty: 4961.181641
	Iteration 3Q: 3 clusters Score -3079163 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3079624.500000 Penalty: 4961.181641
	Iteration 4Q: 3 clusters Score -3079624 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -3080205.750000 Penalty: 4961.181641
	Iteration 5Q: 3 clusters Score -3080206 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3081014.250000 Penalty: 4961.181641
	Iteration 6F: 3 clusters Score -3081014 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -3082152.000000 Penalty: 4961.181641
	Iteration 7F: 3 clusters Score -3082152 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -3083575.250000 Penalty: 4961.181641
	Iteration 8F: 3 clusters Score -3083575 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -3085091.000000 Penalty: 4961.181641
	Iteration 9F: 3 clusters Score -3085091 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -3086078.500000 Penalty: 4961.181641
	Iteration 10Q: 3 clusters Score -3086078 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3086581.500000 Penalty: 4961.181641
	Iteration 11Q: 3 clusters Score -3086582 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -3086822.250000 Penalty: 4961.181641
	Iteration 12Q: 3 clusters Score -3086822 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -3086984.250000 Penalty: 4961.181641
	Iteration 13Q: 3 clusters Score -3086984 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -3087041.250000 Penalty: 4961.181641
	Iteration 14Q: 3 clusters Score -3087041 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -3087051.750000 Penalty: 4961.181641
	Iteration 15Q: 3 clusters Score -3087052 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -3087073.750000 Penalty: 4961.181641
	Iteration 16Q: 3 clusters Score -3087074 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -3087086.000000 Penalty: 4961.181641
	Iteration 17Q: 3 clusters Score -3087086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -3087090.000000 Penalty: 4961.181641
	Iteration 18Q: 3 clusters Score -3087090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -3087099.250000 Penalty: 4961.181641
	Iteration 19Q: 3 clusters Score -3087099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -3087100.000000 Penalty: 4961.181641
	Iteration 20F: 3 clusters Score -3087100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -3087103.250000 Penalty: 4961.181641
	Iteration 21Q: 3 clusters Score -3087103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -3087107.750000 Penalty: 4961.181641
	Iteration 22Q: 3 clusters Score -3087108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -3087106.000000 Penalty: 4961.181641
	Iteration 23Q: 3 clusters Score -3087106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3087107.250000 Penalty: 4961.181641
	Iteration 24Q: 3 clusters Score -3087107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -3087109.750000 Penalty: 4961.181641
	Iteration 25Q: 3 clusters Score -3087110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -3087109.750000 Penalty: 4961.181641
	Iteration 26Q: 3 clusters Score -3087110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -3087113.500000 Penalty: 4961.181641
	Iteration 27Q: 3 clusters Score -3087114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -3087114.000000 Penalty: 4961.181641
	Iteration 28Q: 3 clusters Score -3087114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -3087109.750000 Penalty: 4961.181641
	Iteration 29Q: 3 clusters Score -3087110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -3087110.500000 Penalty: 4961.181641
	Iteration 30Q: 3 clusters Score -3087110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -3087109.750000 Penalty: 4961.181641
	Iteration 31Q: 3 clusters Score -3087110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -3087109.750000 Penalty: 4961.181641
	Iteration 32Q: 3 clusters Score -3087110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -3087109.750000 Penalty: 4961.181641
	Iteration 33F: 3 clusters Score -3087110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -125901.078125 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -125901.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -124002.632812 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -124002.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -124392.328125 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -124392.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -124599.929688 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -124599.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -124751.093750 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -124751.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -124919.234375 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -124919.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -125042.992188 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -125043 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -125147.007812 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -125147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -125225.710938 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -125225.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -125260.414062 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -125260.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -125290.000000 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -125290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -125306.015625 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -125306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -125325.593750 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -125325.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -125341.500000 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -125341.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -125349.671875 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -125349.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -125355.312500 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -125355.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -125358.718750 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -125358.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -125359.812500 Penalty: 3419.756348
	Iteration 16F: 3 clusters Score -125359.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -125361.828125 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -125361.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -125362.531250 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -125362.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -125362.531250 Penalty: 3419.756348
	Iteration 19F: 3 clusters Score -125362.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (294200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294200 members 
Entering Unmasked Estep 
Score: -40317696.000000 Penalty: 3122.819824
	Iteration 0F: 2 clusters Score -4.03177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147270 members 
Mstep: Class 2 contains 146930 members 
Entering Unmasked Estep 
Score: -40143440.000000 Penalty: 6245.639648
	Iteration 0F: 3 clusters Score -4.014344e+07 nChanged 142538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150998 members 
Mstep: Class 2 contains 143202 members 
Entering Unmasked Estep 
Score: -40227124.000000 Penalty: 6245.639648
	Iteration 1F: 3 clusters Score -4.022712e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153257 members 
Mstep: Class 2 contains 140943 members 
Entering Unmasked Estep 
Score: -40228308.000000 Penalty: 6245.639648
	Iteration 2Q: 3 clusters Score -4.022831e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156804 members 
Mstep: Class 2 contains 137396 members 
Entering Unmasked Estep 
Score: -40229820.000000 Penalty: 6245.639648
	Iteration 3Q: 3 clusters Score -4.022982e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162293 members 
Mstep: Class 2 contains 131907 members 
Entering Unmasked Estep 
Score: -40232152.000000 Penalty: 6245.639648
	Iteration 4Q: 3 clusters Score -4.023215e+07 nChanged 10232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170889 members 
Mstep: Class 2 contains 123311 members 
Entering Unmasked Estep 
Score: -40235844.000000 Penalty: 6245.639648
	Iteration 5Q: 3 clusters Score -4.023584e+07 nChanged 13664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183781 members 
Mstep: Class 2 contains 110419 members 
Entering Unmasked Estep 
Score: -40242696.000000 Penalty: 6245.639648
	Iteration 6Q: 3 clusters Score -4.02427e+07 nChanged 18729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202220 members 
Mstep: Class 2 contains 91980 members 
Entering Unmasked Estep 
Score: -40254972.000000 Penalty: 6245.639648
	Iteration 7F: 3 clusters Score -4.025497e+07 nChanged 23792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225918 members 
Mstep: Class 2 contains 68282 members 
Entering Unmasked Estep 
Score: -40274104.000000 Penalty: 6245.639648
	Iteration 8F: 3 clusters Score -4.02741e+07 nChanged 25764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251674 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -40293752.000000 Penalty: 6245.639648
	Iteration 9F: 3 clusters Score -4.029375e+07 nChanged 21907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273579 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -40307896.000000 Penalty: 6245.639648
	Iteration 10F: 3 clusters Score -4.03079e+07 nChanged 12433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286012 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -40313140.000000 Penalty: 6245.639648
	Iteration 11Q: 3 clusters Score -4.031314e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291230 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -40314292.000000 Penalty: 6245.639648
	Iteration 12Q: 3 clusters Score -4.031429e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292936 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -40314868.000000 Penalty: 6245.639648
	Iteration 13Q: 3 clusters Score -4.031487e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293481 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -40314996.000000 Penalty: 6245.639648
	Iteration 14Q: 3 clusters Score -4.0315e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293672 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -40315112.000000 Penalty: 6245.639648
	Iteration 15Q: 3 clusters Score -4.031511e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293753 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -40315144.000000 Penalty: 6245.639648
	Iteration 16Q: 3 clusters Score -4.031514e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293793 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -40315128.000000 Penalty: 6245.639648
	Iteration 17Q: 3 clusters Score -4.031513e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293811 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -40315180.000000 Penalty: 6245.639648
	Iteration 18Q: 3 clusters Score -4.031518e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293825 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -40315168.000000 Penalty: 6245.639648
	Iteration 19Q: 3 clusters Score -4.031517e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293833 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -40315192.000000 Penalty: 6245.639648
	Iteration 20F: 3 clusters Score -4.031519e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293833 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -40315220.000000 Penalty: 6245.639648
	Iteration 21Q: 3 clusters Score -4.031522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293838 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -40315236.000000 Penalty: 6245.639648
	Iteration 22Q: 3 clusters Score -4.031524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293846 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -40315228.000000 Penalty: 6245.639648
	Iteration 23Q: 3 clusters Score -4.031523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293844 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -40315248.000000 Penalty: 6245.639648
	Iteration 24Q: 3 clusters Score -4.031525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293843 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -40315260.000000 Penalty: 6245.639648
	Iteration 25Q: 3 clusters Score -4.031526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293845 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -40315252.000000 Penalty: 6245.639648
	Iteration 26Q: 3 clusters Score -4.031525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293845 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -40315252.000000 Penalty: 6245.639648
	Iteration 27F: 3 clusters Score -4.031525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (60088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60088 members 
Entering Unmasked Estep 
Score: -8410286.000000 Penalty: 2728.884277
	Iteration 0F: 2 clusters Score -8410286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -8370025.500000 Penalty: 5457.768555
	Iteration 0F: 3 clusters Score -8370026 nChanged 27951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -8385882.000000 Penalty: 5457.768555
	Iteration 1F: 3 clusters Score -8385882 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -8386615.000000 Penalty: 5457.768555
	Iteration 2Q: 3 clusters Score -8386615 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -8387476.500000 Penalty: 5457.768555
	Iteration 3Q: 3 clusters Score -8387476 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -8388317.500000 Penalty: 5457.768555
	Iteration 4Q: 3 clusters Score -8388318 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -8389456.000000 Penalty: 5457.768555
	Iteration 5Q: 3 clusters Score -8389456 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -8390845.000000 Penalty: 5457.768555
	Iteration 6Q: 3 clusters Score -8390845 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -8392567.000000 Penalty: 5457.768555
	Iteration 7F: 3 clusters Score -8392567 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -8394584.000000 Penalty: 5457.768555
	Iteration 8F: 3 clusters Score -8394584 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -8396658.000000 Penalty: 5457.768555
	Iteration 9F: 3 clusters Score -8396658 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -8398214.000000 Penalty: 5457.768555
	Iteration 10Q: 3 clusters Score -8398214 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -8399109.000000 Penalty: 5457.768555
	Iteration 11Q: 3 clusters Score -8399109 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -8399511.000000 Penalty: 5457.768555
	Iteration 12Q: 3 clusters Score -8399511 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -8399733.000000 Penalty: 5457.768555
	Iteration 13Q: 3 clusters Score -8399733 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -8399844.000000 Penalty: 5457.768555
	Iteration 14Q: 3 clusters Score -8399844 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -8399958.000000 Penalty: 5457.768555
	Iteration 15Q: 3 clusters Score -8399958 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -8400064.000000 Penalty: 5457.768555
	Iteration 16Q: 3 clusters Score -8400064 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -8400158.000000 Penalty: 5457.768555
	Iteration 17Q: 3 clusters Score -8400158 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -8400283.000000 Penalty: 5457.768555
	Iteration 18Q: 3 clusters Score -8400283 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -8400443.000000 Penalty: 5457.768555
	Iteration 19Q: 3 clusters Score -8400443 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -8400623.000000 Penalty: 5457.768555
	Iteration 20F: 3 clusters Score -8400623 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -8400720.000000 Penalty: 5457.768555
	Iteration 21Q: 3 clusters Score -8400720 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -8400857.000000 Penalty: 5457.768555
	Iteration 22Q: 3 clusters Score -8400857 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -8401028.000000 Penalty: 5457.768555
	Iteration 23Q: 3 clusters Score -8401028 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -8401168.000000 Penalty: 5457.768555
	Iteration 24Q: 3 clusters Score -8401168 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -8401284.000000 Penalty: 5457.768555
	Iteration 25Q: 3 clusters Score -8401284 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -8401388.000000 Penalty: 5457.768555
	Iteration 26Q: 3 clusters Score -8401388 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -8401469.000000 Penalty: 5457.768555
	Iteration 27Q: 3 clusters Score -8401469 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -8401582.000000 Penalty: 5457.768555
	Iteration 28Q: 3 clusters Score -8401582 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -8401655.000000 Penalty: 5457.768555
	Iteration 29Q: 3 clusters Score -8401655 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -8401779.000000 Penalty: 5457.768555
	Iteration 30Q: 3 clusters Score -8401779 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -8401861.000000 Penalty: 5457.768555
	Iteration 31Q: 3 clusters Score -8401861 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -8401980.000000 Penalty: 5457.768555
	Iteration 32Q: 3 clusters Score -8401980 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -8402056.000000 Penalty: 5457.768555
	Iteration 33Q: 3 clusters Score -8402056 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -8402175.000000 Penalty: 5457.768555
	Iteration 34Q: 3 clusters Score -8402175 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -8402218.000000 Penalty: 5457.768555
	Iteration 35Q: 3 clusters Score -8402218 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -8402350.000000 Penalty: 5457.768555
	Iteration 36Q: 3 clusters Score -8402350 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -8402439.000000 Penalty: 5457.768555
	Iteration 37Q: 3 clusters Score -8402439 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -8402532.000000 Penalty: 5457.768555
	Iteration 38Q: 3 clusters Score -8402532 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -8402714.000000 Penalty: 5457.768555
	Iteration 39Q: 3 clusters Score -8402714 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -8402863.000000 Penalty: 5457.768555
	Iteration 40F: 3 clusters Score -8402863 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -8403025.000000 Penalty: 5457.768555
	Iteration 41Q: 3 clusters Score -8403025 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -8403178.000000 Penalty: 5457.768555
	Iteration 42Q: 3 clusters Score -8403178 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -8403342.000000 Penalty: 5457.768555
	Iteration 43Q: 3 clusters Score -8403342 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -8403534.000000 Penalty: 5457.768555
	Iteration 44Q: 3 clusters Score -8403534 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -8403755.000000 Penalty: 5457.768555
	Iteration 45Q: 3 clusters Score -8403755 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -8403916.000000 Penalty: 5457.768555
	Iteration 46Q: 3 clusters Score -8403916 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -8404145.000000 Penalty: 5457.768555
	Iteration 47Q: 3 clusters Score -8404145 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -8404371.000000 Penalty: 5457.768555
	Iteration 48Q: 3 clusters Score -8404371 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -8404569.000000 Penalty: 5457.768555
	Iteration 49Q: 3 clusters Score -8404569 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -8404814.000000 Penalty: 5457.768555
	Iteration 50Q: 3 clusters Score -8404814 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -8405113.000000 Penalty: 5457.768555
	Iteration 51Q: 3 clusters Score -8405113 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -8405331.000000 Penalty: 5457.768555
	Iteration 52Q: 3 clusters Score -8405331 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -8405524.000000 Penalty: 5457.768555
	Iteration 53Q: 3 clusters Score -8405524 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -8405698.000000 Penalty: 5457.768555
	Iteration 54Q: 3 clusters Score -8405698 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -8405903.000000 Penalty: 5457.768555
	Iteration 55Q: 3 clusters Score -8405903 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -8406078.000000 Penalty: 5457.768555
	Iteration 56Q: 3 clusters Score -8406078 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -8406287.000000 Penalty: 5457.768555
	Iteration 57Q: 3 clusters Score -8406287 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -8406477.000000 Penalty: 5457.768555
	Iteration 58Q: 3 clusters Score -8406477 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -8406623.000000 Penalty: 5457.768555
	Iteration 59Q: 3 clusters Score -8406623 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -8406768.000000 Penalty: 5457.768555
	Iteration 60F: 3 clusters Score -8406768 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 54160 members 
Entering Unmasked Estep 
Score: -8406895.000000 Penalty: 5457.768555
	Iteration 61Q: 3 clusters Score -8406895 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -8406997.000000 Penalty: 5457.768555
	Iteration 62Q: 3 clusters Score -8406997 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -8407082.000000 Penalty: 5457.768555
	Iteration 63Q: 3 clusters Score -8407082 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 55019 members 
Entering Unmasked Estep 
Score: -8407140.000000 Penalty: 5457.768555
	Iteration 64Q: 3 clusters Score -8407140 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 55252 members 
Entering Unmasked Estep 
Score: -8407213.000000 Penalty: 5457.768555
	Iteration 65Q: 3 clusters Score -8407213 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -8407293.000000 Penalty: 5457.768555
	Iteration 66Q: 3 clusters Score -8407293 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -8407338.000000 Penalty: 5457.768555
	Iteration 67Q: 3 clusters Score -8407338 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -8407421.000000 Penalty: 5457.768555
	Iteration 68Q: 3 clusters Score -8407421 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -8407478.000000 Penalty: 5457.768555
	Iteration 69Q: 3 clusters Score -8407478 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -8407547.000000 Penalty: 5457.768555
	Iteration 70Q: 3 clusters Score -8407547 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 56306 members 
Entering Unmasked Estep 
Score: -8407598.000000 Penalty: 5457.768555
	Iteration 71Q: 3 clusters Score -8407598 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -8407651.000000 Penalty: 5457.768555
	Iteration 72Q: 3 clusters Score -8407651 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 56569 members 
Entering Unmasked Estep 
Score: -8407680.000000 Penalty: 5457.768555
	Iteration 73Q: 3 clusters Score -8407680 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 56679 members 
Entering Unmasked Estep 
Score: -8407746.000000 Penalty: 5457.768555
	Iteration 74Q: 3 clusters Score -8407746 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -8407781.000000 Penalty: 5457.768555
	Iteration 75Q: 3 clusters Score -8407781 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -8407792.000000 Penalty: 5457.768555
	Iteration 76Q: 3 clusters Score -8407792 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -8407841.000000 Penalty: 5457.768555
	Iteration 77Q: 3 clusters Score -8407841 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -8407902.000000 Penalty: 5457.768555
	Iteration 78Q: 3 clusters Score -8407902 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -8407907.000000 Penalty: 5457.768555
	Iteration 79Q: 3 clusters Score -8407907 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -8407909.000000 Penalty: 5457.768555
	Iteration 80F: 3 clusters Score -8407909 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 57175 members 
Entering Unmasked Estep 
Score: -8407914.000000 Penalty: 5457.768555
	Iteration 81Q: 3 clusters Score -8407914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 57229 members 
Entering Unmasked Estep 
Score: -8407917.000000 Penalty: 5457.768555
	Iteration 82Q: 3 clusters Score -8407917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -8407921.000000 Penalty: 5457.768555
	Iteration 83Q: 3 clusters Score -8407921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -8407933.000000 Penalty: 5457.768555
	Iteration 84Q: 3 clusters Score -8407933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -8407955.000000 Penalty: 5457.768555
	Iteration 85Q: 3 clusters Score -8407955 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -8407950.000000 Penalty: 5457.768555
	Iteration 86Q: 3 clusters Score -8407950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 57410 members 
Entering Unmasked Estep 
Score: -8407966.000000 Penalty: 5457.768555
	Iteration 87Q: 3 clusters Score -8407966 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -8407980.000000 Penalty: 5457.768555
	Iteration 88Q: 3 clusters Score -8407980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -8407986.000000 Penalty: 5457.768555
	Iteration 89Q: 3 clusters Score -8407986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -8407996.000000 Penalty: 5457.768555
	Iteration 90Q: 3 clusters Score -8407996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 57540 members 
Entering Unmasked Estep 
Score: -8407993.000000 Penalty: 5457.768555
	Iteration 91Q: 3 clusters Score -8407993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -8407986.000000 Penalty: 5457.768555
	Iteration 92Q: 3 clusters Score -8407986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -8407992.000000 Penalty: 5457.768555
	Iteration 93Q: 3 clusters Score -8407992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 57583 members 
Entering Unmasked Estep 
Score: -8407995.000000 Penalty: 5457.768555
	Iteration 94Q: 3 clusters Score -8407995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -8407990.000000 Penalty: 5457.768555
	Iteration 95Q: 3 clusters Score -8407990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 57607 members 
Entering Unmasked Estep 
Score: -8407994.000000 Penalty: 5457.768555
	Iteration 96Q: 3 clusters Score -8407994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -8407988.000000 Penalty: 5457.768555
	Iteration 97Q: 3 clusters Score -8407988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 57618 members 
Entering Unmasked Estep 
Score: -8407986.000000 Penalty: 5457.768555
	Iteration 98Q: 3 clusters Score -8407986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -8407990.000000 Penalty: 5457.768555
	Iteration 99Q: 3 clusters Score -8407990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 57639 members 
Entering Unmasked Estep 
Score: -8407993.000000 Penalty: 5457.768555
	Iteration 100F: 3 clusters Score -8407993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 57652 members 
Entering Unmasked Estep 
Score: -8407988.000000 Penalty: 5457.768555
	Iteration 101Q: 3 clusters Score -8407988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -8407989.000000 Penalty: 5457.768555
	Iteration 102Q: 3 clusters Score -8407989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -8407989.000000 Penalty: 5457.768555
	Iteration 103Q: 3 clusters Score -8407989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
Score: -8407996.000000 Penalty: 5457.768555
	Iteration 104Q: 3 clusters Score -8407996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 57675 members 
Entering Unmasked Estep 
Score: -8407990.000000 Penalty: 5457.768555
	Iteration 105Q: 3 clusters Score -8407990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -8407992.000000 Penalty: 5457.768555
	Iteration 106Q: 3 clusters Score -8407992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
Score: -8407992.000000 Penalty: 5457.768555
	Iteration 107Q: 3 clusters Score -8407992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -8407998.000000 Penalty: 5457.768555
	Iteration 108Q: 3 clusters Score -8407998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -8407995.000000 Penalty: 5457.768555
	Iteration 109Q: 3 clusters Score -8407995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -8407992.000000 Penalty: 5457.768555
	Iteration 110Q: 3 clusters Score -8407992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
Score: -8407998.000000 Penalty: 5457.768555
	Iteration 111Q: 3 clusters Score -8407998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -8407988.000000 Penalty: 5457.768555
	Iteration 112Q: 3 clusters Score -8407988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -8408003.000000 Penalty: 5457.768555
	Iteration 113Q: 3 clusters Score -8408003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -8408005.000000 Penalty: 5457.768555
	Iteration 114Q: 3 clusters Score -8408005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 57706 members 
Entering Unmasked Estep 
Score: -8408004.000000 Penalty: 5457.768555
	Iteration 115Q: 3 clusters Score -8408004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 57708 members 
Entering Unmasked Estep 
Score: -8408007.000000 Penalty: 5457.768555
	Iteration 116Q: 3 clusters Score -8408007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 57712 members 
Entering Unmasked Estep 
Score: -8408007.000000 Penalty: 5457.768555
	Iteration 117Q: 3 clusters Score -8408007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -8408007.000000 Penalty: 5457.768555
	Iteration 118Q: 3 clusters Score -8408007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -8408004.000000 Penalty: 5457.768555
	Iteration 119Q: 3 clusters Score -8408004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -8408003.000000 Penalty: 5457.768555
	Iteration 120F: 3 clusters Score -8408003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 57716 members 
Entering Unmasked Estep 
Score: -8408004.000000 Penalty: 5457.768555
	Iteration 121Q: 3 clusters Score -8408004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 57716 members 
Entering Unmasked Estep 
Score: -8408004.000000 Penalty: 5457.768555
	Iteration 122F: 3 clusters Score -8408004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41961 members 
Entering Unmasked Estep 
Score: -5671679.000000 Penalty: 2639.834961
	Iteration 0F: 2 clusters Score -5671679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -5643214.000000 Penalty: 5279.669922
	Iteration 0F: 3 clusters Score -5643214 nChanged 19184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -5653587.000000 Penalty: 5279.669922
	Iteration 1F: 3 clusters Score -5653587 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -5654101.500000 Penalty: 5279.669922
	Iteration 2Q: 3 clusters Score -5654102 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -5654735.000000 Penalty: 5279.669922
	Iteration 3Q: 3 clusters Score -5654735 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -5655615.500000 Penalty: 5279.669922
	Iteration 4Q: 3 clusters Score -5655616 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -5656962.500000 Penalty: 5279.669922
	Iteration 5F: 3 clusters Score -5656962 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -5658840.500000 Penalty: 5279.669922
	Iteration 6F: 3 clusters Score -5658840 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -5661368.500000 Penalty: 5279.669922
	Iteration 7F: 3 clusters Score -5661368 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -5664209.500000 Penalty: 5279.669922
	Iteration 8F: 3 clusters Score -5664210 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5666744.000000 Penalty: 5279.669922
	Iteration 9F: 3 clusters Score -5666744 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5668238.500000 Penalty: 5279.669922
	Iteration 10Q: 3 clusters Score -5668238 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5668890.000000 Penalty: 5279.669922
	Iteration 11Q: 3 clusters Score -5668890 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5669144.500000 Penalty: 5279.669922
	Iteration 12Q: 3 clusters Score -5669144 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5669273.500000 Penalty: 5279.669922
	Iteration 13Q: 3 clusters Score -5669274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5669326.500000 Penalty: 5279.669922
	Iteration 14Q: 3 clusters Score -5669326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5669364.000000 Penalty: 5279.669922
	Iteration 15Q: 3 clusters Score -5669364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5669389.000000 Penalty: 5279.669922
	Iteration 16Q: 3 clusters Score -5669389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5669395.000000 Penalty: 5279.669922
	Iteration 17Q: 3 clusters Score -5669395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5669400.000000 Penalty: 5279.669922
	Iteration 18Q: 3 clusters Score -5669400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5669407.000000 Penalty: 5279.669922
	Iteration 19Q: 3 clusters Score -5669407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5669412.500000 Penalty: 5279.669922
	Iteration 20F: 3 clusters Score -5669412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5669421.000000 Penalty: 5279.669922
	Iteration 21Q: 3 clusters Score -5669421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5669424.000000 Penalty: 5279.669922
	Iteration 22Q: 3 clusters Score -5669424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5669419.500000 Penalty: 5279.669922
	Iteration 23Q: 3 clusters Score -5669420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5669424.500000 Penalty: 5279.669922
	Iteration 24Q: 3 clusters Score -5669424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5669420.000000 Penalty: 5279.669922
	Iteration 25Q: 3 clusters Score -5669420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5669431.500000 Penalty: 5279.669922
	Iteration 26Q: 3 clusters Score -5669432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5669433.500000 Penalty: 5279.669922
	Iteration 27Q: 3 clusters Score -5669434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5669438.500000 Penalty: 5279.669922
	Iteration 28Q: 3 clusters Score -5669438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5669445.000000 Penalty: 5279.669922
	Iteration 29Q: 3 clusters Score -5669445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5669448.000000 Penalty: 5279.669922
	Iteration 30Q: 3 clusters Score -5669448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5669448.500000 Penalty: 5279.669922
	Iteration 31Q: 3 clusters Score -5669448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5669448.500000 Penalty: 5279.669922
	Iteration 32F: 3 clusters Score -5669448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Entering Unmasked Estep 
Score: -3824584.000000 Penalty: 2533.385498
	Iteration 0F: 2 clusters Score -3824584 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 13709 members 
Entering Unmasked Estep 
Score: -3805894.000000 Penalty: 5066.770996
	Iteration 0F: 3 clusters Score -3805894 nChanged 12150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -3812369.000000 Penalty: 5066.770996
	Iteration 1F: 3 clusters Score -3812369 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -3812864.750000 Penalty: 5066.770996
	Iteration 2Q: 3 clusters Score -3812865 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3813492.250000 Penalty: 5066.770996
	Iteration 3Q: 3 clusters Score -3813492 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3814149.000000 Penalty: 5066.770996
	Iteration 4F: 3 clusters Score -3814149 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -3814970.750000 Penalty: 5066.770996
	Iteration 5F: 3 clusters Score -3814971 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -3816082.250000 Penalty: 5066.770996
	Iteration 6F: 3 clusters Score -3816082 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -3817463.000000 Penalty: 5066.770996
	Iteration 7F: 3 clusters Score -3817463 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -3819029.000000 Penalty: 5066.770996
	Iteration 8F: 3 clusters Score -3819029 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3820343.500000 Penalty: 5066.770996
	Iteration 9F: 3 clusters Score -3820344 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -3821024.000000 Penalty: 5066.770996
	Iteration 10Q: 3 clusters Score -3821024 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -3821367.000000 Penalty: 5066.770996
	Iteration 11Q: 3 clusters Score -3821367 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -3821542.500000 Penalty: 5066.770996
	Iteration 12Q: 3 clusters Score -3821542 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -3821649.250000 Penalty: 5066.770996
	Iteration 13Q: 3 clusters Score -3821649 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3821745.250000 Penalty: 5066.770996
	Iteration 14Q: 3 clusters Score -3821745 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3821795.000000 Penalty: 5066.770996
	Iteration 15Q: 3 clusters Score -3821795 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -3821840.250000 Penalty: 5066.770996
	Iteration 16Q: 3 clusters Score -3821840 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3821876.250000 Penalty: 5066.770996
	Iteration 17Q: 3 clusters Score -3821876 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3821932.750000 Penalty: 5066.770996
	Iteration 18Q: 3 clusters Score -3821933 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -3821970.250000 Penalty: 5066.770996
	Iteration 19Q: 3 clusters Score -3821970 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -3822022.250000 Penalty: 5066.770996
	Iteration 20F: 3 clusters Score -3822022 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3822028.000000 Penalty: 5066.770996
	Iteration 21Q: 3 clusters Score -3822028 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -3822063.000000 Penalty: 5066.770996
	Iteration 22Q: 3 clusters Score -3822063 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -3822092.000000 Penalty: 5066.770996
	Iteration 23Q: 3 clusters Score -3822092 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -3822120.000000 Penalty: 5066.770996
	Iteration 24Q: 3 clusters Score -3822120 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3822149.000000 Penalty: 5066.770996
	Iteration 25Q: 3 clusters Score -3822149 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -3822177.000000 Penalty: 5066.770996
	Iteration 26Q: 3 clusters Score -3822177 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3822226.000000 Penalty: 5066.770996
	Iteration 27Q: 3 clusters Score -3822226 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -3822255.750000 Penalty: 5066.770996
	Iteration 28Q: 3 clusters Score -3822256 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3822287.000000 Penalty: 5066.770996
	Iteration 29Q: 3 clusters Score -3822287 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3822321.500000 Penalty: 5066.770996
	Iteration 30Q: 3 clusters Score -3822322 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -3822337.250000 Penalty: 5066.770996
	Iteration 31Q: 3 clusters Score -3822337 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -3822361.500000 Penalty: 5066.770996
	Iteration 32Q: 3 clusters Score -3822362 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -3822376.500000 Penalty: 5066.770996
	Iteration 33Q: 3 clusters Score -3822376 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3822401.250000 Penalty: 5066.770996
	Iteration 34Q: 3 clusters Score -3822401 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -3822424.000000 Penalty: 5066.770996
	Iteration 35Q: 3 clusters Score -3822424 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -3822459.000000 Penalty: 5066.770996
	Iteration 36Q: 3 clusters Score -3822459 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -3822489.000000 Penalty: 5066.770996
	Iteration 37Q: 3 clusters Score -3822489 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -3822504.750000 Penalty: 5066.770996
	Iteration 38Q: 3 clusters Score -3822505 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3822516.750000 Penalty: 5066.770996
	Iteration 39Q: 3 clusters Score -3822517 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3822523.250000 Penalty: 5066.770996
	Iteration 40F: 3 clusters Score -3822523 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -3822541.500000 Penalty: 5066.770996
	Iteration 41Q: 3 clusters Score -3822542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3822551.750000 Penalty: 5066.770996
	Iteration 42Q: 3 clusters Score -3822552 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -3822567.250000 Penalty: 5066.770996
	Iteration 43Q: 3 clusters Score -3822567 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -3822595.000000 Penalty: 5066.770996
	Iteration 44Q: 3 clusters Score -3822595 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3822609.250000 Penalty: 5066.770996
	Iteration 45Q: 3 clusters Score -3822609 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -3822633.000000 Penalty: 5066.770996
	Iteration 46Q: 3 clusters Score -3822633 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -3822650.500000 Penalty: 5066.770996
	Iteration 47Q: 3 clusters Score -3822650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3822678.250000 Penalty: 5066.770996
	Iteration 48Q: 3 clusters Score -3822678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3822697.500000 Penalty: 5066.770996
	Iteration 49Q: 3 clusters Score -3822698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -3822702.750000 Penalty: 5066.770996
	Iteration 50Q: 3 clusters Score -3822703 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -3822718.000000 Penalty: 5066.770996
	Iteration 51Q: 3 clusters Score -3822718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3822727.250000 Penalty: 5066.770996
	Iteration 52Q: 3 clusters Score -3822727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -3822723.000000 Penalty: 5066.770996
	Iteration 53Q: 3 clusters Score -3822723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -3822729.250000 Penalty: 5066.770996
	Iteration 54Q: 3 clusters Score -3822729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3822732.250000 Penalty: 5066.770996
	Iteration 55Q: 3 clusters Score -3822732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -3822737.750000 Penalty: 5066.770996
	Iteration 56Q: 3 clusters Score -3822738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -3822747.750000 Penalty: 5066.770996
	Iteration 57Q: 3 clusters Score -3822748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3822752.250000 Penalty: 5066.770996
	Iteration 58Q: 3 clusters Score -3822752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -3822747.000000 Penalty: 5066.770996
	Iteration 59Q: 3 clusters Score -3822747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -3822745.000000 Penalty: 5066.770996
	Iteration 60F: 3 clusters Score -3822745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -3822750.500000 Penalty: 5066.770996
	Iteration 61Q: 3 clusters Score -3822750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -3822747.750000 Penalty: 5066.770996
	Iteration 62Q: 3 clusters Score -3822748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3822755.500000 Penalty: 5066.770996
	Iteration 63Q: 3 clusters Score -3822756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -3822763.750000 Penalty: 5066.770996
	Iteration 64Q: 3 clusters Score -3822764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -3822768.250000 Penalty: 5066.770996
	Iteration 65Q: 3 clusters Score -3822768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -3822765.750000 Penalty: 5066.770996
	Iteration 66Q: 3 clusters Score -3822766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3822766.250000 Penalty: 5066.770996
	Iteration 67Q: 3 clusters Score -3822766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -3822766.500000 Penalty: 5066.770996
	Iteration 68Q: 3 clusters Score -3822766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -3822767.000000 Penalty: 5066.770996
	Iteration 69Q: 3 clusters Score -3822767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -3822766.750000 Penalty: 5066.770996
	Iteration 70Q: 3 clusters Score -3822767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3822768.750000 Penalty: 5066.770996
	Iteration 71Q: 3 clusters Score -3822769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3822768.750000 Penalty: 5066.770996
	Iteration 72F: 3 clusters Score -3822769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -76194.367188 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -76194.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74686.500000 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -74686.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75049.156250 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -75049.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -75144.351562 Penalty: 3190.738281
	Iteration 2F: 3 clusters Score -75144.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -75184.570312 Penalty: 3190.738281
	Iteration 3Q: 3 clusters Score -75184.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -75198.148438 Penalty: 3190.738281
	Iteration 4Q: 3 clusters Score -75198.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75205.820312 Penalty: 3190.738281
	Iteration 5Q: 3 clusters Score -75205.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75207.515625 Penalty: 3190.738281
	Iteration 6Q: 3 clusters Score -75207.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -75209.578125 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -75209.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -75209.578125 Penalty: 3190.738281
	Iteration 8F: 3 clusters Score -75209.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -35061.003906 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -35061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33868.949219 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -33868.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34012.902344 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -34012.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34088.050781 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -34088.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34126.410156 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -34126.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34135.300781 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -34135.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34142.156250 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -34142.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34142.156250 Penalty: 2832.371582
	Iteration 6F: 3 clusters Score -34142.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Entering Unmasked Estep 
Score: -576607.875000 Penalty: 2079.657715
	Iteration 0F: 2 clusters Score -576607.9 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 2225 members 
Entering Unmasked Estep 
Score: -572443.187500 Penalty: 4159.315430
	Iteration 0F: 3 clusters Score -572443.2 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -573495.687500 Penalty: 4159.315430
	Iteration 1F: 3 clusters Score -573495.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -573822.812500 Penalty: 4159.315430
	Iteration 2F: 3 clusters Score -573822.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -574089.500000 Penalty: 4159.315430
	Iteration 3F: 3 clusters Score -574089.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -574375.125000 Penalty: 4159.315430
	Iteration 4F: 3 clusters Score -574375.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -574602.625000 Penalty: 4159.315430
	Iteration 5F: 3 clusters Score -574602.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -574769.625000 Penalty: 4159.315430
	Iteration 6F: 3 clusters Score -574769.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -574894.875000 Penalty: 4159.315430
	Iteration 7Q: 3 clusters Score -574894.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -574979.625000 Penalty: 4159.315430
	Iteration 8Q: 3 clusters Score -574979.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -575040.375000 Penalty: 4159.315430
	Iteration 9Q: 3 clusters Score -575040.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -575091.687500 Penalty: 4159.315430
	Iteration 10Q: 3 clusters Score -575091.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -575134.187500 Penalty: 4159.315430
	Iteration 11Q: 3 clusters Score -575134.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -575168.312500 Penalty: 4159.315430
	Iteration 12Q: 3 clusters Score -575168.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -575197.812500 Penalty: 4159.315430
	Iteration 13Q: 3 clusters Score -575197.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -575228.937500 Penalty: 4159.315430
	Iteration 14Q: 3 clusters Score -575228.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -575254.687500 Penalty: 4159.315430
	Iteration 15Q: 3 clusters Score -575254.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -575274.687500 Penalty: 4159.315430
	Iteration 16Q: 3 clusters Score -575274.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -575287.937500 Penalty: 4159.315430
	Iteration 17Q: 3 clusters Score -575287.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -575295.812500 Penalty: 4159.315430
	Iteration 18Q: 3 clusters Score -575295.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -575300.312500 Penalty: 4159.315430
	Iteration 19Q: 3 clusters Score -575300.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -575306.750000 Penalty: 4159.315430
	Iteration 20F: 3 clusters Score -575306.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -575342.875000 Penalty: 4159.315430
	Iteration 21Q: 3 clusters Score -575342.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -575356.687500 Penalty: 4159.315430
	Iteration 22Q: 3 clusters Score -575356.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -575366.375000 Penalty: 4159.315430
	Iteration 23Q: 3 clusters Score -575366.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -575378.500000 Penalty: 4159.315430
	Iteration 24Q: 3 clusters Score -575378.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -575385.750000 Penalty: 4159.315430
	Iteration 25Q: 3 clusters Score -575385.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -575396.250000 Penalty: 4159.315430
	Iteration 26Q: 3 clusters Score -575396.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -575400.000000 Penalty: 4159.315430
	Iteration 27Q: 3 clusters Score -575400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -575405.812500 Penalty: 4159.315430
	Iteration 28Q: 3 clusters Score -575405.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -575413.812500 Penalty: 4159.315430
	Iteration 29Q: 3 clusters Score -575413.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -575420.937500 Penalty: 4159.315430
	Iteration 30Q: 3 clusters Score -575420.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -575427.375000 Penalty: 4159.315430
	Iteration 31Q: 3 clusters Score -575427.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -575433.937500 Penalty: 4159.315430
	Iteration 32Q: 3 clusters Score -575433.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -575438.375000 Penalty: 4159.315430
	Iteration 33Q: 3 clusters Score -575438.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -575442.875000 Penalty: 4159.315430
	Iteration 34Q: 3 clusters Score -575442.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -575448.625000 Penalty: 4159.315430
	Iteration 35Q: 3 clusters Score -575448.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -575451.437500 Penalty: 4159.315430
	Iteration 36Q: 3 clusters Score -575451.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -575454.687500 Penalty: 4159.315430
	Iteration 37Q: 3 clusters Score -575454.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -575454.687500 Penalty: 4159.315430
	Iteration 38F: 3 clusters Score -575454.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -145806.171875 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -145806.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -143815.250000 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -143815.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -144160.687500 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -144160.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -144278.296875 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -144278.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -144370.015625 Penalty: 3483.342529
	Iteration 3Q: 3 clusters Score -144370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -144420.125000 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -144420.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -144491.625000 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -144491.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -144563.031250 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -144563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -144637.062500 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -144637.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -144740.703125 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -144740.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -144921.453125 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -144921.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -145066.953125 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -145067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -145137.828125 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -145137.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -145190.203125 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -145190.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -145231.562500 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -145231.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -145260.234375 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -145260.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -145281.328125 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -145281.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -145285.000000 Penalty: 3483.342529
	Iteration 16Q: 3 clusters Score -145285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -145288.000000 Penalty: 3483.342529
	Iteration 17Q: 3 clusters Score -145288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -145296.281250 Penalty: 3483.342529
	Iteration 18Q: 3 clusters Score -145296.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -145303.453125 Penalty: 3483.342529
	Iteration 19Q: 3 clusters Score -145303.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -145304.734375 Penalty: 3483.342529
	Iteration 20F: 3 clusters Score -145304.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -145307.859375 Penalty: 3483.342529
	Iteration 21Q: 3 clusters Score -145307.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -145317.843750 Penalty: 3483.342529
	Iteration 22Q: 3 clusters Score -145317.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -145321.937500 Penalty: 3483.342529
	Iteration 23Q: 3 clusters Score -145321.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -145329.328125 Penalty: 3483.342529
	Iteration 24Q: 3 clusters Score -145329.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -145330.640625 Penalty: 3483.342529
	Iteration 25Q: 3 clusters Score -145330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -145330.640625 Penalty: 3483.342529
	Iteration 26F: 3 clusters Score -145330.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Entering Unmasked Estep 
Score: -5742396.500000 Penalty: 2642.609131
	Iteration 0F: 2 clusters Score -5742396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -5713613.000000 Penalty: 5285.218262
	Iteration 0F: 3 clusters Score -5713613 nChanged 19586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -5724230.500000 Penalty: 5285.218262
	Iteration 1F: 3 clusters Score -5724230 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -5724737.500000 Penalty: 5285.218262
	Iteration 2Q: 3 clusters Score -5724738 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -5725207.000000 Penalty: 5285.218262
	Iteration 3Q: 3 clusters Score -5725207 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -5725607.500000 Penalty: 5285.218262
	Iteration 4Q: 3 clusters Score -5725608 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -5726024.000000 Penalty: 5285.218262
	Iteration 5Q: 3 clusters Score -5726024 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -5726544.500000 Penalty: 5285.218262
	Iteration 6Q: 3 clusters Score -5726544 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -5727129.500000 Penalty: 5285.218262
	Iteration 7Q: 3 clusters Score -5727130 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -5727717.500000 Penalty: 5285.218262
	Iteration 8Q: 3 clusters Score -5727718 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -5728276.500000 Penalty: 5285.218262
	Iteration 9Q: 3 clusters Score -5728276 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -5728775.500000 Penalty: 5285.218262
	Iteration 10Q: 3 clusters Score -5728776 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -5729243.500000 Penalty: 5285.218262
	Iteration 11Q: 3 clusters Score -5729244 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -5729650.000000 Penalty: 5285.218262
	Iteration 12Q: 3 clusters Score -5729650 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -5730086.000000 Penalty: 5285.218262
	Iteration 13Q: 3 clusters Score -5730086 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -5730489.000000 Penalty: 5285.218262
	Iteration 14Q: 3 clusters Score -5730489 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -5730905.000000 Penalty: 5285.218262
	Iteration 15Q: 3 clusters Score -5730905 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -5731399.500000 Penalty: 5285.218262
	Iteration 16Q: 3 clusters Score -5731400 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -5731910.500000 Penalty: 5285.218262
	Iteration 17Q: 3 clusters Score -5731910 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -5732485.500000 Penalty: 5285.218262
	Iteration 18Q: 3 clusters Score -5732486 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -5733149.000000 Penalty: 5285.218262
	Iteration 19Q: 3 clusters Score -5733149 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -5733724.000000 Penalty: 5285.218262
	Iteration 20F: 3 clusters Score -5733724 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -5734284.500000 Penalty: 5285.218262
	Iteration 21Q: 3 clusters Score -5734284 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -5734845.500000 Penalty: 5285.218262
	Iteration 22Q: 3 clusters Score -5734846 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -5735227.500000 Penalty: 5285.218262
	Iteration 23Q: 3 clusters Score -5735228 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -5735643.500000 Penalty: 5285.218262
	Iteration 24Q: 3 clusters Score -5735644 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -5736081.000000 Penalty: 5285.218262
	Iteration 25Q: 3 clusters Score -5736081 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -5736580.500000 Penalty: 5285.218262
	Iteration 26Q: 3 clusters Score -5736580 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -5737119.500000 Penalty: 5285.218262
	Iteration 27Q: 3 clusters Score -5737120 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -5737638.000000 Penalty: 5285.218262
	Iteration 28Q: 3 clusters Score -5737638 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -5738190.500000 Penalty: 5285.218262
	Iteration 29Q: 3 clusters Score -5738190 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -5738694.500000 Penalty: 5285.218262
	Iteration 30Q: 3 clusters Score -5738694 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -5739113.500000 Penalty: 5285.218262
	Iteration 31Q: 3 clusters Score -5739114 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -5739445.000000 Penalty: 5285.218262
	Iteration 32Q: 3 clusters Score -5739445 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -5739665.500000 Penalty: 5285.218262
	Iteration 33Q: 3 clusters Score -5739666 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -5739879.000000 Penalty: 5285.218262
	Iteration 34Q: 3 clusters Score -5739879 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -5740016.500000 Penalty: 5285.218262
	Iteration 35Q: 3 clusters Score -5740016 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -5740121.000000 Penalty: 5285.218262
	Iteration 36Q: 3 clusters Score -5740121 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -5740190.000000 Penalty: 5285.218262
	Iteration 37Q: 3 clusters Score -5740190 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -5740239.500000 Penalty: 5285.218262
	Iteration 38Q: 3 clusters Score -5740240 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -5740294.500000 Penalty: 5285.218262
	Iteration 39Q: 3 clusters Score -5740294 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -5740320.500000 Penalty: 5285.218262
	Iteration 40F: 3 clusters Score -5740320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -5740353.500000 Penalty: 5285.218262
	Iteration 41Q: 3 clusters Score -5740354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -5740364.000000 Penalty: 5285.218262
	Iteration 42Q: 3 clusters Score -5740364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -5740386.000000 Penalty: 5285.218262
	Iteration 43Q: 3 clusters Score -5740386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -5740421.500000 Penalty: 5285.218262
	Iteration 44Q: 3 clusters Score -5740422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -5740432.500000 Penalty: 5285.218262
	Iteration 45Q: 3 clusters Score -5740432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -5740438.500000 Penalty: 5285.218262
	Iteration 46Q: 3 clusters Score -5740438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -5740455.000000 Penalty: 5285.218262
	Iteration 47Q: 3 clusters Score -5740455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -5740471.500000 Penalty: 5285.218262
	Iteration 48Q: 3 clusters Score -5740472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -5740472.500000 Penalty: 5285.218262
	Iteration 49Q: 3 clusters Score -5740472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -5740480.500000 Penalty: 5285.218262
	Iteration 50Q: 3 clusters Score -5740480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -5740489.500000 Penalty: 5285.218262
	Iteration 51Q: 3 clusters Score -5740490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -5740487.500000 Penalty: 5285.218262
	Iteration 52Q: 3 clusters Score -5740488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -5740496.500000 Penalty: 5285.218262
	Iteration 53Q: 3 clusters Score -5740496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -5740493.500000 Penalty: 5285.218262
	Iteration 54Q: 3 clusters Score -5740494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -5740498.000000 Penalty: 5285.218262
	Iteration 55Q: 3 clusters Score -5740498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -5740501.000000 Penalty: 5285.218262
	Iteration 56Q: 3 clusters Score -5740501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -5740502.000000 Penalty: 5285.218262
	Iteration 57Q: 3 clusters Score -5740502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -5740500.500000 Penalty: 5285.218262
	Iteration 58Q: 3 clusters Score -5740500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -5740500.500000 Penalty: 5285.218262
	Iteration 59F: 3 clusters Score -5740500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Entering Unmasked Estep 
Score: -2640930.000000 Penalty: 2441.102295
	Iteration 0F: 2 clusters Score -2640930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2627590.000000 Penalty: 4882.204590
	Iteration 0F: 3 clusters Score -2627590 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2631913.750000 Penalty: 4882.204590
	Iteration 1F: 3 clusters Score -2631914 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2632267.500000 Penalty: 4882.204590
	Iteration 2F: 3 clusters Score -2632268 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2632521.000000 Penalty: 4882.204590
	Iteration 3Q: 3 clusters Score -2632521 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2632737.750000 Penalty: 4882.204590
	Iteration 4Q: 3 clusters Score -2632738 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2632889.250000 Penalty: 4882.204590
	Iteration 5Q: 3 clusters Score -2632889 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2633033.250000 Penalty: 4882.204590
	Iteration 6Q: 3 clusters Score -2633033 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2633187.750000 Penalty: 4882.204590
	Iteration 7Q: 3 clusters Score -2633188 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2633345.000000 Penalty: 4882.204590
	Iteration 8Q: 3 clusters Score -2633345 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2633543.250000 Penalty: 4882.204590
	Iteration 9Q: 3 clusters Score -2633543 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2633810.250000 Penalty: 4882.204590
	Iteration 10Q: 3 clusters Score -2633810 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2634113.500000 Penalty: 4882.204590
	Iteration 11Q: 3 clusters Score -2634114 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2634512.250000 Penalty: 4882.204590
	Iteration 12Q: 3 clusters Score -2634512 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2635049.000000 Penalty: 4882.204590
	Iteration 13Q: 3 clusters Score -2635049 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2635781.000000 Penalty: 4882.204590
	Iteration 14F: 3 clusters Score -2635781 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2636563.000000 Penalty: 4882.204590
	Iteration 15F: 3 clusters Score -2636563 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2637293.000000 Penalty: 4882.204590
	Iteration 16Q: 3 clusters Score -2637293 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2637806.750000 Penalty: 4882.204590
	Iteration 17Q: 3 clusters Score -2637807 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2638142.500000 Penalty: 4882.204590
	Iteration 18Q: 3 clusters Score -2638142 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2638359.750000 Penalty: 4882.204590
	Iteration 19Q: 3 clusters Score -2638360 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2638495.750000 Penalty: 4882.204590
	Iteration 20F: 3 clusters Score -2638496 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2638585.500000 Penalty: 4882.204590
	Iteration 21Q: 3 clusters Score -2638586 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2638652.250000 Penalty: 4882.204590
	Iteration 22Q: 3 clusters Score -2638652 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2638719.000000 Penalty: 4882.204590
	Iteration 23Q: 3 clusters Score -2638719 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2638789.250000 Penalty: 4882.204590
	Iteration 24Q: 3 clusters Score -2638789 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2638839.750000 Penalty: 4882.204590
	Iteration 25Q: 3 clusters Score -2638840 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2638895.000000 Penalty: 4882.204590
	Iteration 26Q: 3 clusters Score -2638895 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2638936.250000 Penalty: 4882.204590
	Iteration 27Q: 3 clusters Score -2638936 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2638966.750000 Penalty: 4882.204590
	Iteration 28Q: 3 clusters Score -2638967 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2638986.250000 Penalty: 4882.204590
	Iteration 29Q: 3 clusters Score -2638986 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2638995.250000 Penalty: 4882.204590
	Iteration 30Q: 3 clusters Score -2638995 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2639015.250000 Penalty: 4882.204590
	Iteration 31Q: 3 clusters Score -2639015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2639020.000000 Penalty: 4882.204590
	Iteration 32Q: 3 clusters Score -2639020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2639027.000000 Penalty: 4882.204590
	Iteration 33Q: 3 clusters Score -2639027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2639037.500000 Penalty: 4882.204590
	Iteration 34Q: 3 clusters Score -2639038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2639042.250000 Penalty: 4882.204590
	Iteration 35Q: 3 clusters Score -2639042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2639049.000000 Penalty: 4882.204590
	Iteration 36Q: 3 clusters Score -2639049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2639054.750000 Penalty: 4882.204590
	Iteration 37Q: 3 clusters Score -2639055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2639058.000000 Penalty: 4882.204590
	Iteration 38Q: 3 clusters Score -2639058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2639065.500000 Penalty: 4882.204590
	Iteration 39Q: 3 clusters Score -2639066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2639067.250000 Penalty: 4882.204590
	Iteration 40F: 3 clusters Score -2639067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2639072.000000 Penalty: 4882.204590
	Iteration 41Q: 3 clusters Score -2639072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2639072.250000 Penalty: 4882.204590
	Iteration 42Q: 3 clusters Score -2639072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2639077.500000 Penalty: 4882.204590
	Iteration 43Q: 3 clusters Score -2639078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2639075.500000 Penalty: 4882.204590
	Iteration 44Q: 3 clusters Score -2639076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2639078.750000 Penalty: 4882.204590
	Iteration 45Q: 3 clusters Score -2639079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2639084.750000 Penalty: 4882.204590
	Iteration 46Q: 3 clusters Score -2639085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2639086.000000 Penalty: 4882.204590
	Iteration 47Q: 3 clusters Score -2639086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2639084.000000 Penalty: 4882.204590
	Iteration 48Q: 3 clusters Score -2639084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2639089.250000 Penalty: 4882.204590
	Iteration 49Q: 3 clusters Score -2639089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2639089.750000 Penalty: 4882.204590
	Iteration 50Q: 3 clusters Score -2639090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2639089.000000 Penalty: 4882.204590
	Iteration 51Q: 3 clusters Score -2639089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2639091.500000 Penalty: 4882.204590
	Iteration 52Q: 3 clusters Score -2639092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2639094.500000 Penalty: 4882.204590
	Iteration 53Q: 3 clusters Score -2639094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2639095.500000 Penalty: 4882.204590
	Iteration 54Q: 3 clusters Score -2639096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2639095.250000 Penalty: 4882.204590
	Iteration 55Q: 3 clusters Score -2639095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2639097.000000 Penalty: 4882.204590
	Iteration 56Q: 3 clusters Score -2639097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2639097.000000 Penalty: 4882.204590
	Iteration 57F: 3 clusters Score -2639097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Entering Unmasked Estep 
Score: -1934120.625000 Penalty: 2376.687988
	Iteration 0F: 2 clusters Score -1934121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1923603.250000 Penalty: 4753.375977
	Iteration 0F: 3 clusters Score -1923603 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1927069.875000 Penalty: 4753.375977
	Iteration 1F: 3 clusters Score -1927070 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1927567.875000 Penalty: 4753.375977
	Iteration 2F: 3 clusters Score -1927568 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1928141.000000 Penalty: 4753.375977
	Iteration 3F: 3 clusters Score -1928141 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1928841.625000 Penalty: 4753.375977
	Iteration 4F: 3 clusters Score -1928842 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1929830.250000 Penalty: 4753.375977
	Iteration 5F: 3 clusters Score -1929830 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1930983.875000 Penalty: 4753.375977
	Iteration 6F: 3 clusters Score -1930984 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1932063.750000 Penalty: 4753.375977
	Iteration 7F: 3 clusters Score -1932064 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1932750.500000 Penalty: 4753.375977
	Iteration 8F: 3 clusters Score -1932750 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1933034.750000 Penalty: 4753.375977
	Iteration 9Q: 3 clusters Score -1933035 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1933126.750000 Penalty: 4753.375977
	Iteration 10Q: 3 clusters Score -1933127 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1933167.625000 Penalty: 4753.375977
	Iteration 11Q: 3 clusters Score -1933168 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1933191.250000 Penalty: 4753.375977
	Iteration 12Q: 3 clusters Score -1933191 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1933202.625000 Penalty: 4753.375977
	Iteration 13Q: 3 clusters Score -1933203 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1933207.875000 Penalty: 4753.375977
	Iteration 14Q: 3 clusters Score -1933208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1933215.500000 Penalty: 4753.375977
	Iteration 15Q: 3 clusters Score -1933216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1933227.000000 Penalty: 4753.375977
	Iteration 16Q: 3 clusters Score -1933227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1933229.750000 Penalty: 4753.375977
	Iteration 17Q: 3 clusters Score -1933230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1933229.875000 Penalty: 4753.375977
	Iteration 18Q: 3 clusters Score -1933230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1933231.125000 Penalty: 4753.375977
	Iteration 19Q: 3 clusters Score -1933231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1933229.250000 Penalty: 4753.375977
	Iteration 20F: 3 clusters Score -1933229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1933228.750000 Penalty: 4753.375977
	Iteration 21Q: 3 clusters Score -1933229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1933227.000000 Penalty: 4753.375977
	Iteration 22Q: 3 clusters Score -1933227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1933229.500000 Penalty: 4753.375977
	Iteration 23Q: 3 clusters Score -1933230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1933226.250000 Penalty: 4753.375977
	Iteration 24Q: 3 clusters Score -1933226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1933230.125000 Penalty: 4753.375977
	Iteration 25Q: 3 clusters Score -1933230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1933230.125000 Penalty: 4753.375977
	Iteration 26F: 3 clusters Score -1933230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (99922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99922 members 
Entering Unmasked Estep 
Score: -13937990.000000 Penalty: 2855.011963
	Iteration 0F: 2 clusters Score -1.393799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -13870978.000000 Penalty: 5710.023926
	Iteration 0F: 3 clusters Score -1.387098e+07 nChanged 47330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -13898089.000000 Penalty: 5710.023926
	Iteration 1F: 3 clusters Score -1.389809e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -13899661.000000 Penalty: 5710.023926
	Iteration 2Q: 3 clusters Score -1.389966e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -13902238.000000 Penalty: 5710.023926
	Iteration 3Q: 3 clusters Score -1.390224e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -13906461.000000 Penalty: 5710.023926
	Iteration 4F: 3 clusters Score -1.390646e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -13912839.000000 Penalty: 5710.023926
	Iteration 5F: 3 clusters Score -1.391284e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68778 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -13920671.000000 Penalty: 5710.023926
	Iteration 6F: 3 clusters Score -1.392067e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73612 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -13928022.000000 Penalty: 5710.023926
	Iteration 7F: 3 clusters Score -1.392802e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -13932568.000000 Penalty: 5710.023926
	Iteration 8F: 3 clusters Score -1.393257e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77969 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -13934058.000000 Penalty: 5710.023926
	Iteration 9Q: 3 clusters Score -1.393406e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79080 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -13934671.000000 Penalty: 5710.023926
	Iteration 10Q: 3 clusters Score -1.393467e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -13934985.000000 Penalty: 5710.023926
	Iteration 11Q: 3 clusters Score -1.393498e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80793 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -13935201.000000 Penalty: 5710.023926
	Iteration 12Q: 3 clusters Score -1.39352e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81538 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -13935463.000000 Penalty: 5710.023926
	Iteration 13Q: 3 clusters Score -1.393546e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82249 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -13935630.000000 Penalty: 5710.023926
	Iteration 14Q: 3 clusters Score -1.393563e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82928 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -13935746.000000 Penalty: 5710.023926
	Iteration 15Q: 3 clusters Score -1.393575e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83570 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -13935845.000000 Penalty: 5710.023926
	Iteration 16Q: 3 clusters Score -1.393584e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84237 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -13936045.000000 Penalty: 5710.023926
	Iteration 17Q: 3 clusters Score -1.393604e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84842 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -13936085.000000 Penalty: 5710.023926
	Iteration 18Q: 3 clusters Score -1.393608e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85406 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -13936155.000000 Penalty: 5710.023926
	Iteration 19Q: 3 clusters Score -1.393616e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85915 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -13936205.000000 Penalty: 5710.023926
	Iteration 20F: 3 clusters Score -1.39362e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86380 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -13936277.000000 Penalty: 5710.023926
	Iteration 21Q: 3 clusters Score -1.393628e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86828 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -13936347.000000 Penalty: 5710.023926
	Iteration 22Q: 3 clusters Score -1.393635e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87283 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -13936462.000000 Penalty: 5710.023926
	Iteration 23Q: 3 clusters Score -1.393646e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87732 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -13936582.000000 Penalty: 5710.023926
	Iteration 24Q: 3 clusters Score -1.393658e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88146 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -13936632.000000 Penalty: 5710.023926
	Iteration 25Q: 3 clusters Score -1.393663e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88529 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -13936716.000000 Penalty: 5710.023926
	Iteration 26Q: 3 clusters Score -1.393672e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88854 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -13936753.000000 Penalty: 5710.023926
	Iteration 27Q: 3 clusters Score -1.393675e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89162 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -13936856.000000 Penalty: 5710.023926
	Iteration 28Q: 3 clusters Score -1.393686e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89448 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -13936888.000000 Penalty: 5710.023926
	Iteration 29Q: 3 clusters Score -1.393689e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89744 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -13936944.000000 Penalty: 5710.023926
	Iteration 30Q: 3 clusters Score -1.393694e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90005 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -13936974.000000 Penalty: 5710.023926
	Iteration 31Q: 3 clusters Score -1.393697e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90249 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -13937031.000000 Penalty: 5710.023926
	Iteration 32Q: 3 clusters Score -1.393703e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90468 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -13937096.000000 Penalty: 5710.023926
	Iteration 33Q: 3 clusters Score -1.39371e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90659 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -13937077.000000 Penalty: 5710.023926
	Iteration 34Q: 3 clusters Score -1.393708e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90829 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -13937097.000000 Penalty: 5710.023926
	Iteration 35Q: 3 clusters Score -1.39371e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90995 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -13937137.000000 Penalty: 5710.023926
	Iteration 36Q: 3 clusters Score -1.393714e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91144 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -13937170.000000 Penalty: 5710.023926
	Iteration 37Q: 3 clusters Score -1.393717e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91287 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -13937167.000000 Penalty: 5710.023926
	Iteration 38Q: 3 clusters Score -1.393717e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91409 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -13937176.000000 Penalty: 5710.023926
	Iteration 39Q: 3 clusters Score -1.393718e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91510 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -13937198.000000 Penalty: 5710.023926
	Iteration 40F: 3 clusters Score -1.39372e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91595 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -13937224.000000 Penalty: 5710.023926
	Iteration 41Q: 3 clusters Score -1.393722e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91674 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -13937266.000000 Penalty: 5710.023926
	Iteration 42Q: 3 clusters Score -1.393727e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91756 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -13937262.000000 Penalty: 5710.023926
	Iteration 43Q: 3 clusters Score -1.393726e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91839 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -13937306.000000 Penalty: 5710.023926
	Iteration 44Q: 3 clusters Score -1.393731e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91924 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -13937337.000000 Penalty: 5710.023926
	Iteration 45Q: 3 clusters Score -1.393734e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92022 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -13937301.000000 Penalty: 5710.023926
	Iteration 46Q: 3 clusters Score -1.39373e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92100 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -13937318.000000 Penalty: 5710.023926
	Iteration 47Q: 3 clusters Score -1.393732e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92179 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -13937331.000000 Penalty: 5710.023926
	Iteration 48Q: 3 clusters Score -1.393733e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92264 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -13937338.000000 Penalty: 5710.023926
	Iteration 49Q: 3 clusters Score -1.393734e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92347 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -13937330.000000 Penalty: 5710.023926
	Iteration 50Q: 3 clusters Score -1.393733e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92431 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -13937346.000000 Penalty: 5710.023926
	Iteration 51Q: 3 clusters Score -1.393735e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92501 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -13937344.000000 Penalty: 5710.023926
	Iteration 52Q: 3 clusters Score -1.393734e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92578 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -13937384.000000 Penalty: 5710.023926
	Iteration 53Q: 3 clusters Score -1.393738e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92648 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -13937382.000000 Penalty: 5710.023926
	Iteration 54Q: 3 clusters Score -1.393738e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92729 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -13937371.000000 Penalty: 5710.023926
	Iteration 55Q: 3 clusters Score -1.393737e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92801 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -13937369.000000 Penalty: 5710.023926
	Iteration 56Q: 3 clusters Score -1.393737e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92872 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -13937362.000000 Penalty: 5710.023926
	Iteration 57Q: 3 clusters Score -1.393736e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92943 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -13937360.000000 Penalty: 5710.023926
	Iteration 58Q: 3 clusters Score -1.393736e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93009 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -13937370.000000 Penalty: 5710.023926
	Iteration 59Q: 3 clusters Score -1.393737e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93068 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -13937379.000000 Penalty: 5710.023926
	Iteration 60F: 3 clusters Score -1.393738e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93115 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -13937402.000000 Penalty: 5710.023926
	Iteration 61Q: 3 clusters Score -1.39374e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93160 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -13937395.000000 Penalty: 5710.023926
	Iteration 62Q: 3 clusters Score -1.39374e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93208 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -13937408.000000 Penalty: 5710.023926
	Iteration 63Q: 3 clusters Score -1.393741e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93257 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -13937417.000000 Penalty: 5710.023926
	Iteration 64Q: 3 clusters Score -1.393742e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93296 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -13937417.000000 Penalty: 5710.023926
	Iteration 65Q: 3 clusters Score -1.393742e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93344 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -13937425.000000 Penalty: 5710.023926
	Iteration 66Q: 3 clusters Score -1.393742e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93394 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -13937413.000000 Penalty: 5710.023926
	Iteration 67Q: 3 clusters Score -1.393741e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93442 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -13937439.000000 Penalty: 5710.023926
	Iteration 68Q: 3 clusters Score -1.393744e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93495 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -13937462.000000 Penalty: 5710.023926
	Iteration 69Q: 3 clusters Score -1.393746e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93539 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -13937459.000000 Penalty: 5710.023926
	Iteration 70Q: 3 clusters Score -1.393746e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93576 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -13937442.000000 Penalty: 5710.023926
	Iteration 71Q: 3 clusters Score -1.393744e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93610 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -13937462.000000 Penalty: 5710.023926
	Iteration 72Q: 3 clusters Score -1.393746e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93646 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -13937474.000000 Penalty: 5710.023926
	Iteration 73Q: 3 clusters Score -1.393747e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93693 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -13937479.000000 Penalty: 5710.023926
	Iteration 74Q: 3 clusters Score -1.393748e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93726 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -13937486.000000 Penalty: 5710.023926
	Iteration 75Q: 3 clusters Score -1.393749e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93761 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -13937501.000000 Penalty: 5710.023926
	Iteration 76Q: 3 clusters Score -1.39375e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93798 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -13937497.000000 Penalty: 5710.023926
	Iteration 77Q: 3 clusters Score -1.39375e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93831 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -13937502.000000 Penalty: 5710.023926
	Iteration 78Q: 3 clusters Score -1.39375e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -13937526.000000 Penalty: 5710.023926
	Iteration 79Q: 3 clusters Score -1.393753e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93892 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -13937530.000000 Penalty: 5710.023926
	Iteration 80F: 3 clusters Score -1.393753e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93914 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -13937522.000000 Penalty: 5710.023926
	Iteration 81Q: 3 clusters Score -1.393752e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93937 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -13937535.000000 Penalty: 5710.023926
	Iteration 82Q: 3 clusters Score -1.393754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93954 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -13937534.000000 Penalty: 5710.023926
	Iteration 83Q: 3 clusters Score -1.393753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93963 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -13937522.000000 Penalty: 5710.023926
	Iteration 84Q: 3 clusters Score -1.393752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93975 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -13937530.000000 Penalty: 5710.023926
	Iteration 85Q: 3 clusters Score -1.393753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93989 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -13937517.000000 Penalty: 5710.023926
	Iteration 86Q: 3 clusters Score -1.393752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94000 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -13937526.000000 Penalty: 5710.023926
	Iteration 87Q: 3 clusters Score -1.393753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94009 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -13937532.000000 Penalty: 5710.023926
	Iteration 88Q: 3 clusters Score -1.393753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94016 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -13937526.000000 Penalty: 5710.023926
	Iteration 89Q: 3 clusters Score -1.393753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94026 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -13937529.000000 Penalty: 5710.023926
	Iteration 90Q: 3 clusters Score -1.393753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94036 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -13937530.000000 Penalty: 5710.023926
	Iteration 91Q: 3 clusters Score -1.393753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94044 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -13937535.000000 Penalty: 5710.023926
	Iteration 92Q: 3 clusters Score -1.393754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94052 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -13937533.000000 Penalty: 5710.023926
	Iteration 93Q: 3 clusters Score -1.393753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94060 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -13937549.000000 Penalty: 5710.023926
	Iteration 94Q: 3 clusters Score -1.393755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94064 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -13937543.000000 Penalty: 5710.023926
	Iteration 95Q: 3 clusters Score -1.393754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94068 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -13937542.000000 Penalty: 5710.023926
	Iteration 96Q: 3 clusters Score -1.393754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94073 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -13937533.000000 Penalty: 5710.023926
	Iteration 97Q: 3 clusters Score -1.393753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -13937552.000000 Penalty: 5710.023926
	Iteration 98Q: 3 clusters Score -1.393755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94081 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -13937539.000000 Penalty: 5710.023926
	Iteration 99Q: 3 clusters Score -1.393754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94084 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -13937540.000000 Penalty: 5710.023926
	Iteration 100F: 3 clusters Score -1.393754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94086 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -13937542.000000 Penalty: 5710.023926
	Iteration 101Q: 3 clusters Score -1.393754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -13937539.000000 Penalty: 5710.023926
	Iteration 102Q: 3 clusters Score -1.393754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94089 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -13937542.000000 Penalty: 5710.023926
	Iteration 103Q: 3 clusters Score -1.393754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94090 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -13937536.000000 Penalty: 5710.023926
	Iteration 104Q: 3 clusters Score -1.393754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94090 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -13937536.000000 Penalty: 5710.023926
	Iteration 105F: 3 clusters Score -1.393754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -50768.683594 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -50768.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49367.218750 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -49367.22 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49531.277344 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -49531.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49577.742188 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -49577.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49598.410156 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -49598.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49606.675781 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -49606.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49612.589844 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -49612.59 nChanged 1
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: -49613.519531 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -49613.52 nChanged 2
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: -49616.289062 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -49616.29 nChanged 2
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: -49622.414062 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -49622.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49625.156250 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -49625.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49626.199219 Penalty: 2982.802734
	Iteration 10Q: 3 clusters Score -49626.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49626.199219 Penalty: 2982.802734
	Iteration 11F: 3 clusters Score -49626.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (202433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202433 members 
Entering Unmasked Estep 
Score: -28281022.000000 Penalty: 3030.104736
	Iteration 0F: 2 clusters Score -2.828102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100905 members 
Mstep: Class 2 contains 101528 members 
Entering Unmasked Estep 
Score: -28158120.000000 Penalty: 6060.209473
	Iteration 0F: 3 clusters Score -2.815812e+07 nChanged 97507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93472 members 
Mstep: Class 2 contains 108961 members 
Entering Unmasked Estep 
Score: -28216082.000000 Penalty: 6060.209473
	Iteration 1F: 3 clusters Score -2.821608e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88752 members 
Mstep: Class 2 contains 113681 members 
Entering Unmasked Estep 
Score: -28218120.000000 Penalty: 6060.209473
	Iteration 2Q: 3 clusters Score -2.821812e+07 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81721 members 
Mstep: Class 2 contains 120712 members 
Entering Unmasked Estep 
Score: -28221118.000000 Penalty: 6060.209473
	Iteration 3Q: 3 clusters Score -2.822112e+07 nChanged 11200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71439 members 
Mstep: Class 2 contains 130994 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -2.822589e+07 nChanged 14561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 145019 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2.823477e+07 nChanged 17196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 161947 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2.824677e+07 nChanged 16431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 178318 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2.82586e+07 nChanged 12176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 190478 members 
Entering Unmasked Estep 
Score: -28268146.000000 Penalty: 6060.209473
	Iteration 8F: 3 clusters Score -2.826815e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 197394 members 
Entering Unmasked Estep 
Score: -28274116.000000 Penalty: 6060.209473
	Iteration 9Q: 3 clusters Score -2.827412e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 200531 members 
Entering Unmasked Estep 
Score: -28276696.000000 Penalty: 6060.209473
	Iteration 10Q: 3 clusters Score -2.82767e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 201635 members 
Entering Unmasked Estep 
Score: -28277632.000000 Penalty: 6060.209473
	Iteration 11Q: 3 clusters Score -2.827763e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 201984 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2.827801e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 202099 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2.827815e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 202131 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2.827825e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 202155 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2.827828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 202177 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2.82783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 202180 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2.827833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 202182 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2.827833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 202182 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2.827834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 202187 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2.827834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 202188 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2.827836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 202188 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2.827836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 202186 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2.827838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 202186 members 
Entering Unmasked Estep 
Score: -28278376.000000 Penalty: 6060.209473
	Iteration 24F: 3 clusters Score -2.827838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 7581 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 142068 members 
Mstep: Class 6 contains 7196 members 
Mstep: Class 7 contains 22079 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294200 members 
Mstep: Class 10 contains 60088 members 
Mstep: Class 11 contains 41961 members 
Mstep: Class 12 contains 27317 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42433 members 
Mstep: Class 18 contains 18829 members 
Mstep: Class 19 contains 14522 members 
Mstep: Class 20 contains 99922 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202433 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 439Q: 23 clusters Score -1.358016e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7582 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 142227 members 
Mstep: Class 6 contains 7196 members 
Mstep: Class 7 contains 22072 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294207 members 
Mstep: Class 10 contains 60094 members 
Mstep: Class 11 contains 41969 members 
Mstep: Class 12 contains 27315 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42430 members 
Mstep: Class 18 contains 18828 members 
Mstep: Class 19 contains 14525 members 
Mstep: Class 20 contains 99744 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202441 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 440F: 23 clusters Score -1.358016e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5173 members 
Mstep: Class 3 contains 7586 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 142383 members 
Mstep: Class 6 contains 7196 members 
Mstep: Class 7 contains 22064 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294215 members 
Mstep: Class 10 contains 60100 members 
Mstep: Class 11 contains 41976 members 
Mstep: Class 12 contains 27312 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42430 members 
Mstep: Class 18 contains 18829 members 
Mstep: Class 19 contains 14527 members 
Mstep: Class 20 contains 99565 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202448 members 
Entering Unmasked Estep 
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Iteration 441Q: 23 clusters Score -1.358017e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 7589 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 142519 members 
Mstep: Class 6 contains 7197 members 
Mstep: Class 7 contains 22053 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294231 members 
Mstep: Class 10 contains 60098 members 
Mstep: Class 11 contains 41979 members 
Mstep: Class 12 contains 27311 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42428 members 
Mstep: Class 18 contains 18831 members 
Mstep: Class 19 contains 14525 members 
Mstep: Class 20 contains 99427 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202441 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 442Q: 23 clusters Score -1.358016e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5176 members 
Mstep: Class 3 contains 7591 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 142678 members 
Mstep: Class 6 contains 7198 members 
Mstep: Class 7 contains 22035 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294248 members 
Mstep: Class 10 contains 60091 members 
Mstep: Class 11 contains 41982 members 
Mstep: Class 12 contains 27314 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42426 members 
Mstep: Class 18 contains 18830 members 
Mstep: Class 19 contains 14531 members 
Mstep: Class 20 contains 99260 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202444 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 443Q: 23 clusters Score -1.358017e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5177 members 
Mstep: Class 3 contains 7597 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 142820 members 
Mstep: Class 6 contains 7197 members 
Mstep: Class 7 contains 22020 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294262 members 
Mstep: Class 10 contains 60088 members 
Mstep: Class 11 contains 41989 members 
Mstep: Class 12 contains 27312 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42422 members 
Mstep: Class 18 contains 18832 members 
Mstep: Class 19 contains 14529 members 
Mstep: Class 20 contains 99102 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202457 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 444Q: 23 clusters Score -1.358016e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5176 members 
Mstep: Class 3 contains 7602 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 142962 members 
Mstep: Class 6 contains 7197 members 
Mstep: Class 7 contains 22005 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294271 members 
Mstep: Class 10 contains 60083 members 
Mstep: Class 11 contains 41992 members 
Mstep: Class 12 contains 27312 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42419 members 
Mstep: Class 18 contains 18831 members 
Mstep: Class 19 contains 14532 members 
Mstep: Class 20 contains 98956 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202466 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 445Q: 23 clusters Score -1.358015e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5176 members 
Mstep: Class 3 contains 7606 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 143078 members 
Mstep: Class 6 contains 7197 members 
Mstep: Class 7 contains 21998 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294285 members 
Mstep: Class 10 contains 60082 members 
Mstep: Class 11 contains 41993 members 
Mstep: Class 12 contains 27312 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42414 members 
Mstep: Class 18 contains 18829 members 
Mstep: Class 19 contains 14538 members 
Mstep: Class 20 contains 98823 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202473 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 446Q: 23 clusters Score -1.358016e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5176 members 
Mstep: Class 3 contains 7611 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 143161 members 
Mstep: Class 6 contains 7197 members 
Mstep: Class 7 contains 21990 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294304 members 
Mstep: Class 10 contains 60088 members 
Mstep: Class 11 contains 41995 members 
Mstep: Class 12 contains 27314 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42417 members 
Mstep: Class 18 contains 18829 members 
Mstep: Class 19 contains 14542 members 
Mstep: Class 20 contains 98706 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202474 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 447Q: 23 clusters Score -1.358016e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5178 members 
Mstep: Class 3 contains 7613 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 143253 members 
Mstep: Class 6 contains 7197 members 
Mstep: Class 7 contains 21986 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294330 members 
Mstep: Class 10 contains 60094 members 
Mstep: Class 11 contains 41993 members 
Mstep: Class 12 contains 27314 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42416 members 
Mstep: Class 18 contains 18828 members 
Mstep: Class 19 contains 14542 members 
Mstep: Class 20 contains 98595 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202465 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 448Q: 23 clusters Score -1.358014e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 7617 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 143356 members 
Mstep: Class 6 contains 7198 members 
Mstep: Class 7 contains 21978 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294351 members 
Mstep: Class 10 contains 60095 members 
Mstep: Class 11 contains 41995 members 
Mstep: Class 12 contains 27314 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42416 members 
Mstep: Class 18 contains 18833 members 
Mstep: Class 19 contains 14530 members 
Mstep: Class 20 contains 98485 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202457 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 449Q: 23 clusters Score -1.358015e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 3 contains 7617 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 143447 members 
Mstep: Class 6 contains 7199 members 
Mstep: Class 7 contains 21970 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294357 members 
Mstep: Class 10 contains 60105 members 
Mstep: Class 11 contains 41997 members 
Mstep: Class 12 contains 27316 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42416 members 
Mstep: Class 18 contains 18832 members 
Mstep: Class 19 contains 14528 members 
Mstep: Class 20 contains 98387 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801536.000000 Penalty: 75362.250000
Iteration 450Q: 23 clusters Score -1.358015e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 3 contains 7624 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 143527 members 
Mstep: Class 6 contains 7199 members 
Mstep: Class 7 contains 21962 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294383 members 
Mstep: Class 10 contains 60108 members 
Mstep: Class 11 contains 41997 members 
Mstep: Class 12 contains 27314 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42418 members 
Mstep: Class 18 contains 18833 members 
Mstep: Class 19 contains 14520 members 
Mstep: Class 20 contains 98291 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202447 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 451Q: 23 clusters Score -1.358015e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5178 members 
Mstep: Class 3 contains 7622 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 143625 members 
Mstep: Class 6 contains 7199 members 
Mstep: Class 7 contains 21949 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294394 members 
Mstep: Class 10 contains 60110 members 
Mstep: Class 11 contains 41997 members 
Mstep: Class 12 contains 27306 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42416 members 
Mstep: Class 18 contains 18831 members 
Mstep: Class 19 contains 14509 members 
Mstep: Class 20 contains 98213 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202455 members 
Entering Unmasked Estep 
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Iteration 452Q: 23 clusters Score -1.358015e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5176 members 
Mstep: Class 3 contains 7625 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 143680 members 
Mstep: Class 6 contains 7199 members 
Mstep: Class 7 contains 21934 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294425 members 
Mstep: Class 10 contains 60113 members 
Mstep: Class 11 contains 41997 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42412 members 
Mstep: Class 18 contains 18831 members 
Mstep: Class 19 contains 14501 members 
Mstep: Class 20 contains 98153 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202455 members 
Entering Unmasked Estep 
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Iteration 453Q: 23 clusters Score -1.358014e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5176 members 
Mstep: Class 3 contains 7628 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 143748 members 
Mstep: Class 6 contains 7199 members 
Mstep: Class 7 contains 21920 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294435 members 
Mstep: Class 10 contains 60101 members 
Mstep: Class 11 contains 41998 members 
Mstep: Class 12 contains 27302 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42410 members 
Mstep: Class 18 contains 18824 members 
Mstep: Class 19 contains 14499 members 
Mstep: Class 20 contains 98099 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202465 members 
Entering Unmasked Estep 
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Iteration 454Q: 23 clusters Score -1.358013e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5176 members 
Mstep: Class 3 contains 7630 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 143831 members 
Mstep: Class 6 contains 7199 members 
Mstep: Class 7 contains 21901 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294433 members 
Mstep: Class 10 contains 60098 members 
Mstep: Class 11 contains 42000 members 
Mstep: Class 12 contains 27302 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42408 members 
Mstep: Class 18 contains 18826 members 
Mstep: Class 19 contains 14502 members 
Mstep: Class 20 contains 98032 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202466 members 
Entering Unmasked Estep 
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Iteration 455Q: 23 clusters Score -1.358012e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 7634 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 143910 members 
Mstep: Class 6 contains 7199 members 
Mstep: Class 7 contains 21886 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294429 members 
Mstep: Class 10 contains 60102 members 
Mstep: Class 11 contains 42001 members 
Mstep: Class 12 contains 27301 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42409 members 
Mstep: Class 18 contains 18828 members 
Mstep: Class 19 contains 14504 members 
Mstep: Class 20 contains 97956 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202470 members 
Entering Unmasked Estep 
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Iteration 456Q: 23 clusters Score -1.358012e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 7634 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 143966 members 
Mstep: Class 6 contains 7199 members 
Mstep: Class 7 contains 21874 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294444 members 
Mstep: Class 10 contains 60097 members 
Mstep: Class 11 contains 42001 members 
Mstep: Class 12 contains 27302 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42406 members 
Mstep: Class 18 contains 18823 members 
Mstep: Class 19 contains 14505 members 
Mstep: Class 20 contains 97903 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202475 members 
Entering Unmasked Estep 
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Iteration 457Q: 23 clusters Score -1.358011e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 7635 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 144022 members 
Mstep: Class 6 contains 7200 members 
Mstep: Class 7 contains 21865 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294458 members 
Mstep: Class 10 contains 60093 members 
Mstep: Class 11 contains 42003 members 
Mstep: Class 12 contains 27305 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42408 members 
Mstep: Class 18 contains 18823 members 
Mstep: Class 19 contains 14508 members 
Mstep: Class 20 contains 97842 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800960.000000 Penalty: 75362.250000
Iteration 458Q: 23 clusters Score -1.35801e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 7635 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 144088 members 
Mstep: Class 6 contains 7200 members 
Mstep: Class 7 contains 21849 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294462 members 
Mstep: Class 10 contains 60083 members 
Mstep: Class 11 contains 42006 members 
Mstep: Class 12 contains 27307 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42411 members 
Mstep: Class 18 contains 18827 members 
Mstep: Class 19 contains 14511 members 
Mstep: Class 20 contains 97790 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801056.000000 Penalty: 75362.250000
Iteration 459Q: 23 clusters Score -1.358011e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7639 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 144154 members 
Mstep: Class 6 contains 7200 members 
Mstep: Class 7 contains 21840 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294468 members 
Mstep: Class 10 contains 60087 members 
Mstep: Class 11 contains 42008 members 
Mstep: Class 12 contains 27305 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42411 members 
Mstep: Class 18 contains 18826 members 
Mstep: Class 19 contains 14511 members 
Mstep: Class 20 contains 97717 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800800.000000 Penalty: 75362.250000
Iteration 460F: 23 clusters Score -1.358008e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7640 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 144223 members 
Mstep: Class 6 contains 7200 members 
Mstep: Class 7 contains 21826 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294471 members 
Mstep: Class 10 contains 60090 members 
Mstep: Class 11 contains 42011 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42411 members 
Mstep: Class 18 contains 18826 members 
Mstep: Class 19 contains 14515 members 
Mstep: Class 20 contains 97650 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800912.000000 Penalty: 75362.250000
Iteration 461Q: 23 clusters Score -1.358009e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5173 members 
Mstep: Class 3 contains 7643 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 144279 members 
Mstep: Class 6 contains 7200 members 
Mstep: Class 7 contains 21819 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294473 members 
Mstep: Class 10 contains 60086 members 
Mstep: Class 11 contains 42013 members 
Mstep: Class 12 contains 27301 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42408 members 
Mstep: Class 18 contains 18829 members 
Mstep: Class 19 contains 14514 members 
Mstep: Class 20 contains 97592 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801024.000000 Penalty: 75362.250000
Iteration 462Q: 23 clusters Score -1.35801e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7647 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 144337 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 21813 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294488 members 
Mstep: Class 10 contains 60085 members 
Mstep: Class 11 contains 42014 members 
Mstep: Class 12 contains 27298 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42408 members 
Mstep: Class 18 contains 18826 members 
Mstep: Class 19 contains 14513 members 
Mstep: Class 20 contains 97525 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800880.000000 Penalty: 75362.250000
Iteration 463Q: 23 clusters Score -1.358009e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 7651 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 144382 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 21810 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294494 members 
Mstep: Class 10 contains 60087 members 
Mstep: Class 11 contains 42014 members 
Mstep: Class 12 contains 27296 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42408 members 
Mstep: Class 18 contains 18826 members 
Mstep: Class 19 contains 14511 members 
Mstep: Class 20 contains 97471 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800736.000000 Penalty: 75362.250000
Iteration 464Q: 23 clusters Score -1.358007e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 7652 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 144431 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 21810 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294507 members 
Mstep: Class 10 contains 60084 members 
Mstep: Class 11 contains 42014 members 
Mstep: Class 12 contains 27295 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42406 members 
Mstep: Class 18 contains 18827 members 
Mstep: Class 19 contains 14502 members 
Mstep: Class 20 contains 97425 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800832.000000 Penalty: 75362.250000
Iteration 465Q: 23 clusters Score -1.358008e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7655 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 144461 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 21809 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294514 members 
Mstep: Class 10 contains 60079 members 
Mstep: Class 11 contains 42014 members 
Mstep: Class 12 contains 27294 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42406 members 
Mstep: Class 18 contains 18828 members 
Mstep: Class 19 contains 14497 members 
Mstep: Class 20 contains 97388 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800864.000000 Penalty: 75362.250000
Iteration 466Q: 23 clusters Score -1.358009e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7656 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 144492 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 21807 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294518 members 
Mstep: Class 10 contains 60083 members 
Mstep: Class 11 contains 42014 members 
Mstep: Class 12 contains 27294 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42407 members 
Mstep: Class 18 contains 18828 members 
Mstep: Class 19 contains 14494 members 
Mstep: Class 20 contains 97347 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800816.000000 Penalty: 75362.250000
Iteration 467Q: 23 clusters Score -1.358008e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7658 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 144535 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 21808 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294522 members 
Mstep: Class 10 contains 60082 members 
Mstep: Class 11 contains 42016 members 
Mstep: Class 12 contains 27295 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42402 members 
Mstep: Class 18 contains 18828 members 
Mstep: Class 19 contains 14491 members 
Mstep: Class 20 contains 97301 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800816.000000 Penalty: 75362.250000
Iteration 468Q: 23 clusters Score -1.358008e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7659 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 144585 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 21807 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294521 members 
Mstep: Class 10 contains 60077 members 
Mstep: Class 11 contains 42017 members 
Mstep: Class 12 contains 27297 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42400 members 
Mstep: Class 18 contains 18828 members 
Mstep: Class 19 contains 14485 members 
Mstep: Class 20 contains 97254 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800832.000000 Penalty: 75362.250000
Iteration 469Q: 23 clusters Score -1.358008e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7662 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 144633 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 21808 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294517 members 
Mstep: Class 10 contains 60072 members 
Mstep: Class 11 contains 42018 members 
Mstep: Class 12 contains 27297 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42400 members 
Mstep: Class 18 contains 18826 members 
Mstep: Class 19 contains 14481 members 
Mstep: Class 20 contains 97209 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800864.000000 Penalty: 75362.250000
Iteration 470Q: 23 clusters Score -1.358009e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7666 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 144689 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 21805 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294518 members 
Mstep: Class 10 contains 60068 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 27297 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42401 members 
Mstep: Class 18 contains 18825 members 
Mstep: Class 19 contains 14475 members 
Mstep: Class 20 contains 97162 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800928.000000 Penalty: 75362.250000
Iteration 471Q: 23 clusters Score -1.358009e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7668 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 144727 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 21803 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294530 members 
Mstep: Class 10 contains 60064 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 27297 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42401 members 
Mstep: Class 18 contains 18825 members 
Mstep: Class 19 contains 14477 members 
Mstep: Class 20 contains 97113 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800896.000000 Penalty: 75362.250000
Iteration 472Q: 23 clusters Score -1.358009e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 7668 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 144766 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 21802 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294527 members 
Mstep: Class 10 contains 60061 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 27298 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42402 members 
Mstep: Class 18 contains 18826 members 
Mstep: Class 19 contains 14472 members 
Mstep: Class 20 contains 97077 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800816.000000 Penalty: 75362.250000
Iteration 473Q: 23 clusters Score -1.358008e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7667 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 144831 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 21803 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294517 members 
Mstep: Class 10 contains 60059 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 27298 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42400 members 
Mstep: Class 18 contains 18829 members 
Mstep: Class 19 contains 14469 members 
Mstep: Class 20 contains 97022 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800944.000000 Penalty: 75362.250000
Iteration 474Q: 23 clusters Score -1.358009e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7666 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 144900 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 21800 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294511 members 
Mstep: Class 10 contains 60057 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 27297 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42400 members 
Mstep: Class 18 contains 18827 members 
Mstep: Class 19 contains 14465 members 
Mstep: Class 20 contains 96974 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800928.000000 Penalty: 75362.250000
Iteration 475Q: 23 clusters Score -1.358009e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7666 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 144951 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 21798 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294505 members 
Mstep: Class 10 contains 60063 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 27301 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42401 members 
Mstep: Class 18 contains 18826 members 
Mstep: Class 19 contains 14462 members 
Mstep: Class 20 contains 96925 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800848.000000 Penalty: 75362.250000
Iteration 476Q: 23 clusters Score -1.358008e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5173 members 
Mstep: Class 3 contains 7669 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 145010 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 21797 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294502 members 
Mstep: Class 10 contains 60064 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 27304 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42402 members 
Mstep: Class 18 contains 18824 members 
Mstep: Class 19 contains 14461 members 
Mstep: Class 20 contains 96863 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800848.000000 Penalty: 75362.250000
Iteration 477Q: 23 clusters Score -1.358008e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7671 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 145068 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21797 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294495 members 
Mstep: Class 10 contains 60072 members 
Mstep: Class 11 contains 42020 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42403 members 
Mstep: Class 18 contains 18824 members 
Mstep: Class 19 contains 14463 members 
Mstep: Class 20 contains 96797 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800816.000000 Penalty: 75362.250000
Iteration 478Q: 23 clusters Score -1.358008e+08 nChanged 114
Entering ConstructFrom: 
Score: -135800816.000000 Penalty: 75362.250000
Entering ConstructFrom: 
Trying to split cluster 1 (3085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Entering Unmasked Estep 
Score: -396534.062500 Penalty: 1992.508057
	Iteration 0F: 2 clusters Score -396534.1 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 1512 members 
Entering Unmasked Estep 
Score: -393384.875000 Penalty: 3985.016113
	Iteration 0F: 3 clusters Score -393384.9 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -394384.968750 Penalty: 3985.016113
	Iteration 1F: 3 clusters Score -394385 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -395112.687500 Penalty: 3985.016113
	Iteration 2F: 3 clusters Score -395112.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -395715.750000 Penalty: 3985.016113
	Iteration 3F: 3 clusters Score -395715.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -396193.968750 Penalty: 3985.016113
	Iteration 4F: 3 clusters Score -396194 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -396479.343750 Penalty: 3985.016113
	Iteration 5F: 3 clusters Score -396479.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -396597.750000 Penalty: 3985.016113
	Iteration 6Q: 3 clusters Score -396597.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -396645.187500 Penalty: 3985.016113
	Iteration 7Q: 3 clusters Score -396645.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -396687.750000 Penalty: 3985.016113
	Iteration 8Q: 3 clusters Score -396687.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -396712.187500 Penalty: 3985.016113
	Iteration 9Q: 3 clusters Score -396712.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -396721.031250 Penalty: 3985.016113
	Iteration 10Q: 3 clusters Score -396721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -396729.750000 Penalty: 3985.016113
	Iteration 11Q: 3 clusters Score -396729.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -396734.500000 Penalty: 3985.016113
	Iteration 12Q: 3 clusters Score -396734.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -396734.375000 Penalty: 3985.016113
	Iteration 13Q: 3 clusters Score -396734.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -396734.500000 Penalty: 3985.016113
	Iteration 14F: 3 clusters Score -396734.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -396735.937500 Penalty: 3985.016113
	Iteration 15Q: 3 clusters Score -396735.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -396737.812500 Penalty: 3985.016113
	Iteration 16Q: 3 clusters Score -396737.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -396738.500000 Penalty: 3985.016113
	Iteration 17Q: 3 clusters Score -396738.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -396738.500000 Penalty: 3985.016113
	Iteration 18F: 3 clusters Score -396738.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7673 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 145126 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21798 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294491 members 
Mstep: Class 10 contains 60074 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42403 members 
Mstep: Class 18 contains 18823 members 
Mstep: Class 19 contains 14462 members 
Mstep: Class 20 contains 96739 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202516 members 
Mstep: Class 23 contains 522 members 
Entering Unmasked Estep 
Score: -135799552.000000 Penalty: 78787.804688
Splitting cluster 1 changes total score from -135800816.000000 to -135799552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Entering Unmasked Estep 
Score: -672892.125000 Penalty: 2120.747559
	Iteration 0F: 2 clusters Score -672892.1 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 2577 members 
Entering Unmasked Estep 
Score: -668342.437500 Penalty: 4241.495117
	Iteration 0F: 3 clusters Score -668342.4 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -669436.000000 Penalty: 4241.495117
	Iteration 1F: 3 clusters Score -669436 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -669632.625000 Penalty: 4241.495117
	Iteration 2F: 3 clusters Score -669632.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -669728.812500 Penalty: 4241.495117
	Iteration 3Q: 3 clusters Score -669728.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -669796.875000 Penalty: 4241.495117
	Iteration 4Q: 3 clusters Score -669796.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -669846.437500 Penalty: 4241.495117
	Iteration 5Q: 3 clusters Score -669846.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -669885.375000 Penalty: 4241.495117
	Iteration 6Q: 3 clusters Score -669885.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -669915.062500 Penalty: 4241.495117
	Iteration 7Q: 3 clusters Score -669915.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -669936.437500 Penalty: 4241.495117
	Iteration 8Q: 3 clusters Score -669936.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -669951.687500 Penalty: 4241.495117
	Iteration 9Q: 3 clusters Score -669951.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -669968.437500 Penalty: 4241.495117
	Iteration 10Q: 3 clusters Score -669968.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -669980.812500 Penalty: 4241.495117
	Iteration 11Q: 3 clusters Score -669980.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -669996.250000 Penalty: 4241.495117
	Iteration 12Q: 3 clusters Score -669996.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -670009.562500 Penalty: 4241.495117
	Iteration 13Q: 3 clusters Score -670009.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -670021.187500 Penalty: 4241.495117
	Iteration 14Q: 3 clusters Score -670021.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -670033.562500 Penalty: 4241.495117
	Iteration 15Q: 3 clusters Score -670033.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -670047.437500 Penalty: 4241.495117
	Iteration 16Q: 3 clusters Score -670047.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -670060.625000 Penalty: 4241.495117
	Iteration 17Q: 3 clusters Score -670060.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -670069.750000 Penalty: 4241.495117
	Iteration 18Q: 3 clusters Score -670069.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -670077.437500 Penalty: 4241.495117
	Iteration 19Q: 3 clusters Score -670077.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -670083.875000 Penalty: 4241.495117
	Iteration 20F: 3 clusters Score -670083.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -670088.937500 Penalty: 4241.495117
	Iteration 21Q: 3 clusters Score -670088.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -670092.437500 Penalty: 4241.495117
	Iteration 22Q: 3 clusters Score -670092.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -670096.062500 Penalty: 4241.495117
	Iteration 23Q: 3 clusters Score -670096.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -670098.375000 Penalty: 4241.495117
	Iteration 24Q: 3 clusters Score -670098.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -670101.687500 Penalty: 4241.495117
	Iteration 25Q: 3 clusters Score -670101.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -670105.375000 Penalty: 4241.495117
	Iteration 26Q: 3 clusters Score -670105.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -670109.500000 Penalty: 4241.495117
	Iteration 27Q: 3 clusters Score -670109.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -670112.750000 Penalty: 4241.495117
	Iteration 28Q: 3 clusters Score -670112.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -670122.250000 Penalty: 4241.495117
	Iteration 29Q: 3 clusters Score -670122.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -670127.625000 Penalty: 4241.495117
	Iteration 30Q: 3 clusters Score -670127.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -670133.250000 Penalty: 4241.495117
	Iteration 31Q: 3 clusters Score -670133.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -670136.812500 Penalty: 4241.495117
	Iteration 32Q: 3 clusters Score -670136.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -670143.750000 Penalty: 4241.495117
	Iteration 33Q: 3 clusters Score -670143.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -670150.375000 Penalty: 4241.495117
	Iteration 34Q: 3 clusters Score -670150.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -670158.000000 Penalty: 4241.495117
	Iteration 35Q: 3 clusters Score -670158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -670166.312500 Penalty: 4241.495117
	Iteration 36Q: 3 clusters Score -670166.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -670174.312500 Penalty: 4241.495117
	Iteration 37Q: 3 clusters Score -670174.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -670179.187500 Penalty: 4241.495117
	Iteration 38Q: 3 clusters Score -670179.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -670180.250000 Penalty: 4241.495117
	Iteration 39Q: 3 clusters Score -670180.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -670182.562500 Penalty: 4241.495117
	Iteration 40F: 3 clusters Score -670182.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -670185.312500 Penalty: 4241.495117
	Iteration 41Q: 3 clusters Score -670185.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -670187.812500 Penalty: 4241.495117
	Iteration 42Q: 3 clusters Score -670187.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -670192.812500 Penalty: 4241.495117
	Iteration 43Q: 3 clusters Score -670192.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -670195.875000 Penalty: 4241.495117
	Iteration 44Q: 3 clusters Score -670195.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -670197.500000 Penalty: 4241.495117
	Iteration 45Q: 3 clusters Score -670197.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -670204.000000 Penalty: 4241.495117
	Iteration 46Q: 3 clusters Score -670204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -670207.687500 Penalty: 4241.495117
	Iteration 47Q: 3 clusters Score -670207.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -670209.062500 Penalty: 4241.495117
	Iteration 48Q: 3 clusters Score -670209.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -670211.500000 Penalty: 4241.495117
	Iteration 49Q: 3 clusters Score -670211.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -670214.187500 Penalty: 4241.495117
	Iteration 50Q: 3 clusters Score -670214.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -670218.812500 Penalty: 4241.495117
	Iteration 51Q: 3 clusters Score -670218.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -670223.437500 Penalty: 4241.495117
	Iteration 52Q: 3 clusters Score -670223.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -670228.312500 Penalty: 4241.495117
	Iteration 53Q: 3 clusters Score -670228.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -670232.812500 Penalty: 4241.495117
	Iteration 54Q: 3 clusters Score -670232.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -670234.000000 Penalty: 4241.495117
	Iteration 55Q: 3 clusters Score -670234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -670236.375000 Penalty: 4241.495117
	Iteration 56Q: 3 clusters Score -670236.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -670237.625000 Penalty: 4241.495117
	Iteration 57Q: 3 clusters Score -670237.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -670238.000000 Penalty: 4241.495117
	Iteration 58Q: 3 clusters Score -670238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -670238.000000 Penalty: 4241.495117
	Iteration 59Q: 3 clusters Score -670238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -670238.062500 Penalty: 4241.495117
	Iteration 60F: 3 clusters Score -670238.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -670239.125000 Penalty: 4241.495117
	Iteration 61Q: 3 clusters Score -670239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -670238.562500 Penalty: 4241.495117
	Iteration 62Q: 3 clusters Score -670238.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -670240.125000 Penalty: 4241.495117
	Iteration 63Q: 3 clusters Score -670240.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -670240.562500 Penalty: 4241.495117
	Iteration 64Q: 3 clusters Score -670240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -670241.125000 Penalty: 4241.495117
	Iteration 65Q: 3 clusters Score -670241.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -670241.562500 Penalty: 4241.495117
	Iteration 66Q: 3 clusters Score -670241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -670242.062500 Penalty: 4241.495117
	Iteration 67Q: 3 clusters Score -670242.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -670242.062500 Penalty: 4241.495117
	Iteration 68F: 3 clusters Score -670242.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Entering Unmasked Estep 
Score: -1039267.437500 Penalty: 2218.474854
	Iteration 0F: 2 clusters Score -1039267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1033102.250000 Penalty: 4436.949707
	Iteration 0F: 3 clusters Score -1033102 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1034741.437500 Penalty: 4436.949707
	Iteration 1F: 3 clusters Score -1034741 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1035052.187500 Penalty: 4436.949707
	Iteration 2F: 3 clusters Score -1035052 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1035302.937500 Penalty: 4436.949707
	Iteration 3F: 3 clusters Score -1035303 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1035507.312500 Penalty: 4436.949707
	Iteration 4Q: 3 clusters Score -1035507 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1035674.062500 Penalty: 4436.949707
	Iteration 5Q: 3 clusters Score -1035674 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1035833.312500 Penalty: 4436.949707
	Iteration 6Q: 3 clusters Score -1035833 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1036002.187500 Penalty: 4436.949707
	Iteration 7Q: 3 clusters Score -1036002 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1036132.937500 Penalty: 4436.949707
	Iteration 8Q: 3 clusters Score -1036133 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1036242.062500 Penalty: 4436.949707
	Iteration 9Q: 3 clusters Score -1036242 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1036352.375000 Penalty: 4436.949707
	Iteration 10Q: 3 clusters Score -1036352 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1036456.812500 Penalty: 4436.949707
	Iteration 11Q: 3 clusters Score -1036457 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1036566.875000 Penalty: 4436.949707
	Iteration 12Q: 3 clusters Score -1036567 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1036672.375000 Penalty: 4436.949707
	Iteration 13Q: 3 clusters Score -1036672 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1036792.437500 Penalty: 4436.949707
	Iteration 14Q: 3 clusters Score -1036792 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1036897.750000 Penalty: 4436.949707
	Iteration 15Q: 3 clusters Score -1036898 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1036994.062500 Penalty: 4436.949707
	Iteration 16Q: 3 clusters Score -1036994 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1037081.812500 Penalty: 4436.949707
	Iteration 17Q: 3 clusters Score -1037082 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1037187.875000 Penalty: 4436.949707
	Iteration 18Q: 3 clusters Score -1037188 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1037306.375000 Penalty: 4436.949707
	Iteration 19Q: 3 clusters Score -1037306 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1037421.125000 Penalty: 4436.949707
	Iteration 20F: 3 clusters Score -1037421 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1037555.812500 Penalty: 4436.949707
	Iteration 21Q: 3 clusters Score -1037556 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1037705.687500 Penalty: 4436.949707
	Iteration 22Q: 3 clusters Score -1037706 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1037882.312500 Penalty: 4436.949707
	Iteration 23Q: 3 clusters Score -1037882 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1038077.000000 Penalty: 4436.949707
	Iteration 24Q: 3 clusters Score -1038077 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1038258.437500 Penalty: 4436.949707
	Iteration 25Q: 3 clusters Score -1038258 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1038358.062500 Penalty: 4436.949707
	Iteration 26Q: 3 clusters Score -1038358 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1038414.875000 Penalty: 4436.949707
	Iteration 27Q: 3 clusters Score -1038415 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1038444.437500 Penalty: 4436.949707
	Iteration 28Q: 3 clusters Score -1038444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1038460.750000 Penalty: 4436.949707
	Iteration 29Q: 3 clusters Score -1038461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1038471.437500 Penalty: 4436.949707
	Iteration 30Q: 3 clusters Score -1038471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1038473.375000 Penalty: 4436.949707
	Iteration 31Q: 3 clusters Score -1038473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1038479.062500 Penalty: 4436.949707
	Iteration 32Q: 3 clusters Score -1038479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1038482.062500 Penalty: 4436.949707
	Iteration 33Q: 3 clusters Score -1038482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1038481.000000 Penalty: 4436.949707
	Iteration 34Q: 3 clusters Score -1038481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1038483.625000 Penalty: 4436.949707
	Iteration 35Q: 3 clusters Score -1038484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1038486.562500 Penalty: 4436.949707
	Iteration 36Q: 3 clusters Score -1038487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1038485.812500 Penalty: 4436.949707
	Iteration 37Q: 3 clusters Score -1038486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1038488.812500 Penalty: 4436.949707
	Iteration 38Q: 3 clusters Score -1038489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1038487.750000 Penalty: 4436.949707
	Iteration 39Q: 3 clusters Score -1038488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1038490.437500 Penalty: 4436.949707
	Iteration 40F: 3 clusters Score -1038490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1038491.062500 Penalty: 4436.949707
	Iteration 41Q: 3 clusters Score -1038491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1038489.312500 Penalty: 4436.949707
	Iteration 42Q: 3 clusters Score -1038489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1038489.312500 Penalty: 4436.949707
	Iteration 43F: 3 clusters Score -1038489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -58891.609375 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -58891.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57490.222656 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -57490.22 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -57668.449219 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -57668.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -57770.027344 Penalty: 3045.382812
	Iteration 2Q: 3 clusters Score -57770.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -57833.488281 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -57833.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -57857.382812 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -57857.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -57884.203125 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -57884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -57893.714844 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -57893.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -57897.480469 Penalty: 3045.382812
	Iteration 7Q: 3 clusters Score -57897.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -57899.035156 Penalty: 3045.382812
	Iteration 8Q: 3 clusters Score -57899.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -57899.035156 Penalty: 3045.382812
	Iteration 9F: 3 clusters Score -57899.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (145126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145126 members 
Entering Unmasked Estep 
Score: -20311268.000000 Penalty: 2947.568848
	Iteration 0F: 2 clusters Score -2.031127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72326 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -20216484.000000 Penalty: 5895.137695
	Iteration 0F: 3 clusters Score -2.021648e+07 nChanged 69347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 77205 members 
Entering Unmasked Estep 
Score: -20256508.000000 Penalty: 5895.137695
	Iteration 1F: 3 clusters Score -2.025651e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 79929 members 
Entering Unmasked Estep 
Score: -20257564.000000 Penalty: 5895.137695
	Iteration 2Q: 3 clusters Score -2.025756e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61133 members 
Mstep: Class 2 contains 83993 members 
Entering Unmasked Estep 
Score: -20259096.000000 Penalty: 5895.137695
	Iteration 3Q: 3 clusters Score -2.02591e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 90141 members 
Entering Unmasked Estep 
Score: -20261964.000000 Penalty: 5895.137695
	Iteration 4Q: 3 clusters Score -2.026196e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 99002 members 
Entering Unmasked Estep 
Score: -20267512.000000 Penalty: 5895.137695
	Iteration 5F: 3 clusters Score -2.026751e+07 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 110975 members 
Entering Unmasked Estep 
Score: -20277038.000000 Penalty: 5895.137695
	Iteration 6F: 3 clusters Score -2.027704e+07 nChanged 13613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 124578 members 
Entering Unmasked Estep 
Score: -20290054.000000 Penalty: 5895.137695
	Iteration 7F: 3 clusters Score -2.029005e+07 nChanged 11799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 136373 members 
Entering Unmasked Estep 
Score: -20301444.000000 Penalty: 5895.137695
	Iteration 8F: 3 clusters Score -2.030144e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 142529 members 
Entering Unmasked Estep 
Score: -20306550.000000 Penalty: 5895.137695
	Iteration 9Q: 3 clusters Score -2.030655e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 144355 members 
Entering Unmasked Estep 
Score: -20308070.000000 Penalty: 5895.137695
	Iteration 10Q: 3 clusters Score -2.030807e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 144784 members 
Entering Unmasked Estep 
Score: -20308446.000000 Penalty: 5895.137695
	Iteration 11Q: 3 clusters Score -2.030845e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 144867 members 
Entering Unmasked Estep 
Score: -20308562.000000 Penalty: 5895.137695
	Iteration 12Q: 3 clusters Score -2.030856e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 144890 members 
Entering Unmasked Estep 
Score: -20308610.000000 Penalty: 5895.137695
	Iteration 13Q: 3 clusters Score -2.030861e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 144903 members 
Entering Unmasked Estep 
Score: -20308634.000000 Penalty: 5895.137695
	Iteration 14Q: 3 clusters Score -2.030863e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 144911 members 
Entering Unmasked Estep 
Score: -20308658.000000 Penalty: 5895.137695
	Iteration 15Q: 3 clusters Score -2.030866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 144916 members 
Entering Unmasked Estep 
Score: -20308672.000000 Penalty: 5895.137695
	Iteration 16Q: 3 clusters Score -2.030867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 144920 members 
Entering Unmasked Estep 
Score: -20308690.000000 Penalty: 5895.137695
	Iteration 17Q: 3 clusters Score -2.030869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 144920 members 
Entering Unmasked Estep 
Score: -20308696.000000 Penalty: 5895.137695
	Iteration 18Q: 3 clusters Score -2.03087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 144921 members 
Entering Unmasked Estep 
Score: -20308704.000000 Penalty: 5895.137695
	Iteration 19Q: 3 clusters Score -2.03087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 144920 members 
Entering Unmasked Estep 
Score: -20308702.000000 Penalty: 5895.137695
	Iteration 20F: 3 clusters Score -2.03087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 144922 members 
Entering Unmasked Estep 
Score: -20308710.000000 Penalty: 5895.137695
	Iteration 21Q: 3 clusters Score -2.030871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 144922 members 
Entering Unmasked Estep 
Score: -20308722.000000 Penalty: 5895.137695
	Iteration 22Q: 3 clusters Score -2.030872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 144925 members 
Entering Unmasked Estep 
Score: -20308738.000000 Penalty: 5895.137695
	Iteration 23Q: 3 clusters Score -2.030874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 144926 members 
Entering Unmasked Estep 
Score: -20308732.000000 Penalty: 5895.137695
	Iteration 24Q: 3 clusters Score -2.030873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 144926 members 
Entering Unmasked Estep 
Score: -20308732.000000 Penalty: 5895.137695
	Iteration 25F: 3 clusters Score -2.030873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Entering Unmasked Estep 
Score: -1030764.312500 Penalty: 2202.764404
	Iteration 0F: 2 clusters Score -1030764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1024789.375000 Penalty: 4405.528809
	Iteration 0F: 3 clusters Score -1024789 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1026281.625000 Penalty: 4405.528809
	Iteration 1F: 3 clusters Score -1026282 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1026504.750000 Penalty: 4405.528809
	Iteration 2F: 3 clusters Score -1026505 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1026671.125000 Penalty: 4405.528809
	Iteration 3Q: 3 clusters Score -1026671 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1026813.312500 Penalty: 4405.528809
	Iteration 4Q: 3 clusters Score -1026813 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1026916.812500 Penalty: 4405.528809
	Iteration 5Q: 3 clusters Score -1026917 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1026982.250000 Penalty: 4405.528809
	Iteration 6Q: 3 clusters Score -1026982 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1027057.375000 Penalty: 4405.528809
	Iteration 7Q: 3 clusters Score -1027057 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1027131.562500 Penalty: 4405.528809
	Iteration 8Q: 3 clusters Score -1027132 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1027210.250000 Penalty: 4405.528809
	Iteration 9Q: 3 clusters Score -1027210 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1027303.937500 Penalty: 4405.528809
	Iteration 10Q: 3 clusters Score -1027304 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1027401.937500 Penalty: 4405.528809
	Iteration 11Q: 3 clusters Score -1027402 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1027507.187500 Penalty: 4405.528809
	Iteration 12Q: 3 clusters Score -1027507 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1027615.312500 Penalty: 4405.528809
	Iteration 13Q: 3 clusters Score -1027615 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1027744.250000 Penalty: 4405.528809
	Iteration 14Q: 3 clusters Score -1027744 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1027897.750000 Penalty: 4405.528809
	Iteration 15Q: 3 clusters Score -1027898 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1028084.750000 Penalty: 4405.528809
	Iteration 16Q: 3 clusters Score -1028085 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1028261.750000 Penalty: 4405.528809
	Iteration 17Q: 3 clusters Score -1028262 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1028383.375000 Penalty: 4405.528809
	Iteration 18Q: 3 clusters Score -1028383 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1028456.500000 Penalty: 4405.528809
	Iteration 19Q: 3 clusters Score -1028456 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1028504.500000 Penalty: 4405.528809
	Iteration 20F: 3 clusters Score -1028504 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1028531.937500 Penalty: 4405.528809
	Iteration 21Q: 3 clusters Score -1028532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1028541.500000 Penalty: 4405.528809
	Iteration 22Q: 3 clusters Score -1028542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1028548.937500 Penalty: 4405.528809
	Iteration 23Q: 3 clusters Score -1028549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1028555.750000 Penalty: 4405.528809
	Iteration 24Q: 3 clusters Score -1028556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1028561.500000 Penalty: 4405.528809
	Iteration 25Q: 3 clusters Score -1028562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1028568.000000 Penalty: 4405.528809
	Iteration 26Q: 3 clusters Score -1028568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1028569.812500 Penalty: 4405.528809
	Iteration 27Q: 3 clusters Score -1028570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1028575.187500 Penalty: 4405.528809
	Iteration 28Q: 3 clusters Score -1028575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1028578.375000 Penalty: 4405.528809
	Iteration 29Q: 3 clusters Score -1028578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1028584.687500 Penalty: 4405.528809
	Iteration 30Q: 3 clusters Score -1028585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1028587.875000 Penalty: 4405.528809
	Iteration 31Q: 3 clusters Score -1028588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1028592.187500 Penalty: 4405.528809
	Iteration 32Q: 3 clusters Score -1028592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1028596.625000 Penalty: 4405.528809
	Iteration 33Q: 3 clusters Score -1028597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1028599.500000 Penalty: 4405.528809
	Iteration 34Q: 3 clusters Score -1028600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1028601.687500 Penalty: 4405.528809
	Iteration 35Q: 3 clusters Score -1028602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1028604.250000 Penalty: 4405.528809
	Iteration 36Q: 3 clusters Score -1028604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1028605.875000 Penalty: 4405.528809
	Iteration 37Q: 3 clusters Score -1028606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1028607.375000 Penalty: 4405.528809
	Iteration 38Q: 3 clusters Score -1028607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1028607.250000 Penalty: 4405.528809
	Iteration 39Q: 3 clusters Score -1028607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1028606.500000 Penalty: 4405.528809
	Iteration 40F: 3 clusters Score -1028606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1028610.687500 Penalty: 4405.528809
	Iteration 41Q: 3 clusters Score -1028611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1028612.437500 Penalty: 4405.528809
	Iteration 42Q: 3 clusters Score -1028612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1028617.062500 Penalty: 4405.528809
	Iteration 43Q: 3 clusters Score -1028617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1028617.562500 Penalty: 4405.528809
	Iteration 44Q: 3 clusters Score -1028618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1028620.125000 Penalty: 4405.528809
	Iteration 45Q: 3 clusters Score -1028620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1028617.187500 Penalty: 4405.528809
	Iteration 46Q: 3 clusters Score -1028617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1028619.125000 Penalty: 4405.528809
	Iteration 47Q: 3 clusters Score -1028619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1028621.250000 Penalty: 4405.528809
	Iteration 48Q: 3 clusters Score -1028621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1028621.250000 Penalty: 4405.528809
	Iteration 49Q: 3 clusters Score -1028621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1028621.812500 Penalty: 4405.528809
	Iteration 50Q: 3 clusters Score -1028622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1028620.812500 Penalty: 4405.528809
	Iteration 51Q: 3 clusters Score -1028621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1028623.000000 Penalty: 4405.528809
	Iteration 52Q: 3 clusters Score -1028623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1028622.937500 Penalty: 4405.528809
	Iteration 53Q: 3 clusters Score -1028623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1028621.937500 Penalty: 4405.528809
	Iteration 54Q: 3 clusters Score -1028622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1028624.437500 Penalty: 4405.528809
	Iteration 55Q: 3 clusters Score -1028624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1028624.437500 Penalty: 4405.528809
	Iteration 56F: 3 clusters Score -1028624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Entering Unmasked Estep 
Score: -3049474.500000 Penalty: 2477.414307
	Iteration 0F: 2 clusters Score -3049474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -3034113.500000 Penalty: 4954.828613
	Iteration 0F: 3 clusters Score -3034114 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -3039390.500000 Penalty: 4954.828613
	Iteration 1F: 3 clusters Score -3039390 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -3039760.750000 Penalty: 4954.828613
	Iteration 2F: 3 clusters Score -3039761 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -3040104.500000 Penalty: 4954.828613
	Iteration 3Q: 3 clusters Score -3040104 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3040422.750000 Penalty: 4954.828613
	Iteration 4Q: 3 clusters Score -3040423 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -3040750.500000 Penalty: 4954.828613
	Iteration 5Q: 3 clusters Score -3040750 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -3041113.250000 Penalty: 4954.828613
	Iteration 6Q: 3 clusters Score -3041113 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -3041577.250000 Penalty: 4954.828613
	Iteration 7Q: 3 clusters Score -3041577 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3042137.250000 Penalty: 4954.828613
	Iteration 8Q: 3 clusters Score -3042137 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -3042793.250000 Penalty: 4954.828613
	Iteration 9F: 3 clusters Score -3042793 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -3043547.000000 Penalty: 4954.828613
	Iteration 10F: 3 clusters Score -3043547 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3044404.000000 Penalty: 4954.828613
	Iteration 11Q: 3 clusters Score -3044404 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -3045225.750000 Penalty: 4954.828613
	Iteration 12Q: 3 clusters Score -3045226 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -3045682.000000 Penalty: 4954.828613
	Iteration 13Q: 3 clusters Score -3045682 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -3045910.000000 Penalty: 4954.828613
	Iteration 14Q: 3 clusters Score -3045910 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -3046030.000000 Penalty: 4954.828613
	Iteration 15Q: 3 clusters Score -3046030 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -3046118.250000 Penalty: 4954.828613
	Iteration 16Q: 3 clusters Score -3046118 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -3046194.000000 Penalty: 4954.828613
	Iteration 17Q: 3 clusters Score -3046194 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -3046255.750000 Penalty: 4954.828613
	Iteration 18Q: 3 clusters Score -3046256 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -3046330.000000 Penalty: 4954.828613
	Iteration 19Q: 3 clusters Score -3046330 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -3046380.000000 Penalty: 4954.828613
	Iteration 20F: 3 clusters Score -3046380 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -3046429.250000 Penalty: 4954.828613
	Iteration 21Q: 3 clusters Score -3046429 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -3046468.250000 Penalty: 4954.828613
	Iteration 22Q: 3 clusters Score -3046468 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -3046509.750000 Penalty: 4954.828613
	Iteration 23Q: 3 clusters Score -3046510 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3046535.750000 Penalty: 4954.828613
	Iteration 24Q: 3 clusters Score -3046536 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3046578.750000 Penalty: 4954.828613
	Iteration 25Q: 3 clusters Score -3046579 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3046614.250000 Penalty: 4954.828613
	Iteration 26Q: 3 clusters Score -3046614 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -3046641.250000 Penalty: 4954.828613
	Iteration 27Q: 3 clusters Score -3046641 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -3046686.000000 Penalty: 4954.828613
	Iteration 28Q: 3 clusters Score -3046686 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3046716.250000 Penalty: 4954.828613
	Iteration 29Q: 3 clusters Score -3046716 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3046746.000000 Penalty: 4954.828613
	Iteration 30Q: 3 clusters Score -3046746 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3046763.000000 Penalty: 4954.828613
	Iteration 31Q: 3 clusters Score -3046763 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3046776.000000 Penalty: 4954.828613
	Iteration 32Q: 3 clusters Score -3046776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3046815.500000 Penalty: 4954.828613
	Iteration 33Q: 3 clusters Score -3046816 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3046831.000000 Penalty: 4954.828613
	Iteration 34Q: 3 clusters Score -3046831 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3046850.000000 Penalty: 4954.828613
	Iteration 35Q: 3 clusters Score -3046850 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3046872.250000 Penalty: 4954.828613
	Iteration 36Q: 3 clusters Score -3046872 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3046887.750000 Penalty: 4954.828613
	Iteration 37Q: 3 clusters Score -3046888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3046895.500000 Penalty: 4954.828613
	Iteration 38Q: 3 clusters Score -3046896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3046911.250000 Penalty: 4954.828613
	Iteration 39Q: 3 clusters Score -3046911 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3046922.750000 Penalty: 4954.828613
	Iteration 40F: 3 clusters Score -3046923 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3046923.750000 Penalty: 4954.828613
	Iteration 41Q: 3 clusters Score -3046924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3046933.500000 Penalty: 4954.828613
	Iteration 42Q: 3 clusters Score -3046934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3046959.000000 Penalty: 4954.828613
	Iteration 43Q: 3 clusters Score -3046959 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3046966.750000 Penalty: 4954.828613
	Iteration 44Q: 3 clusters Score -3046967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3046975.000000 Penalty: 4954.828613
	Iteration 45Q: 3 clusters Score -3046975 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3046975.500000 Penalty: 4954.828613
	Iteration 46Q: 3 clusters Score -3046976 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3046991.000000 Penalty: 4954.828613
	Iteration 47Q: 3 clusters Score -3046991 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3047003.500000 Penalty: 4954.828613
	Iteration 48Q: 3 clusters Score -3047004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3047012.250000 Penalty: 4954.828613
	Iteration 49Q: 3 clusters Score -3047012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3046999.250000 Penalty: 4954.828613
	Iteration 50Q: 3 clusters Score -3046999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3047011.000000 Penalty: 4954.828613
	Iteration 51Q: 3 clusters Score -3047011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3047020.500000 Penalty: 4954.828613
	Iteration 52Q: 3 clusters Score -3047020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3047029.750000 Penalty: 4954.828613
	Iteration 53Q: 3 clusters Score -3047030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3047039.500000 Penalty: 4954.828613
	Iteration 54Q: 3 clusters Score -3047040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3047038.000000 Penalty: 4954.828613
	Iteration 55Q: 3 clusters Score -3047038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3047037.750000 Penalty: 4954.828613
	Iteration 56Q: 3 clusters Score -3047038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3047041.750000 Penalty: 4954.828613
	Iteration 57Q: 3 clusters Score -3047042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3047040.500000 Penalty: 4954.828613
	Iteration 58Q: 3 clusters Score -3047040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3047032.250000 Penalty: 4954.828613
	Iteration 59Q: 3 clusters Score -3047032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3047035.500000 Penalty: 4954.828613
	Iteration 60F: 3 clusters Score -3047036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3047041.750000 Penalty: 4954.828613
	Iteration 61Q: 3 clusters Score -3047042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3047042.500000 Penalty: 4954.828613
	Iteration 62Q: 3 clusters Score -3047042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3047043.000000 Penalty: 4954.828613
	Iteration 63Q: 3 clusters Score -3047043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3047043.750000 Penalty: 4954.828613
	Iteration 64Q: 3 clusters Score -3047044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3047045.000000 Penalty: 4954.828613
	Iteration 65Q: 3 clusters Score -3047045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3047045.250000 Penalty: 4954.828613
	Iteration 66Q: 3 clusters Score -3047045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3047048.000000 Penalty: 4954.828613
	Iteration 67Q: 3 clusters Score -3047048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3047050.500000 Penalty: 4954.828613
	Iteration 68Q: 3 clusters Score -3047050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3047054.750000 Penalty: 4954.828613
	Iteration 69Q: 3 clusters Score -3047055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3047053.250000 Penalty: 4954.828613
	Iteration 70Q: 3 clusters Score -3047053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3047052.750000 Penalty: 4954.828613
	Iteration 71Q: 3 clusters Score -3047053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3047052.250000 Penalty: 4954.828613
	Iteration 72Q: 3 clusters Score -3047052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3047059.500000 Penalty: 4954.828613
	Iteration 73Q: 3 clusters Score -3047060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3047064.000000 Penalty: 4954.828613
	Iteration 74Q: 3 clusters Score -3047064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3047062.500000 Penalty: 4954.828613
	Iteration 75Q: 3 clusters Score -3047062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3047067.000000 Penalty: 4954.828613
	Iteration 76Q: 3 clusters Score -3047067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3047061.500000 Penalty: 4954.828613
	Iteration 77Q: 3 clusters Score -3047062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3047068.750000 Penalty: 4954.828613
	Iteration 78Q: 3 clusters Score -3047069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3047071.500000 Penalty: 4954.828613
	Iteration 79Q: 3 clusters Score -3047072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3047081.500000 Penalty: 4954.828613
	Iteration 80F: 3 clusters Score -3047082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3047091.750000 Penalty: 4954.828613
	Iteration 81Q: 3 clusters Score -3047092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3047087.500000 Penalty: 4954.828613
	Iteration 82Q: 3 clusters Score -3047088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3047092.000000 Penalty: 4954.828613
	Iteration 83Q: 3 clusters Score -3047092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3047095.250000 Penalty: 4954.828613
	Iteration 84Q: 3 clusters Score -3047095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3047095.250000 Penalty: 4954.828613
	Iteration 85Q: 3 clusters Score -3047095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3047104.000000 Penalty: 4954.828613
	Iteration 86Q: 3 clusters Score -3047104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3047100.750000 Penalty: 4954.828613
	Iteration 87Q: 3 clusters Score -3047101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3047108.000000 Penalty: 4954.828613
	Iteration 88Q: 3 clusters Score -3047108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3047115.000000 Penalty: 4954.828613
	Iteration 89Q: 3 clusters Score -3047115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3047120.250000 Penalty: 4954.828613
	Iteration 90Q: 3 clusters Score -3047120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3047130.750000 Penalty: 4954.828613
	Iteration 91Q: 3 clusters Score -3047131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3047141.500000 Penalty: 4954.828613
	Iteration 92Q: 3 clusters Score -3047142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3047150.500000 Penalty: 4954.828613
	Iteration 93Q: 3 clusters Score -3047150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3047148.500000 Penalty: 4954.828613
	Iteration 94Q: 3 clusters Score -3047148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3047158.000000 Penalty: 4954.828613
	Iteration 95Q: 3 clusters Score -3047158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3047162.750000 Penalty: 4954.828613
	Iteration 96Q: 3 clusters Score -3047163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3047168.750000 Penalty: 4954.828613
	Iteration 97Q: 3 clusters Score -3047169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3047166.250000 Penalty: 4954.828613
	Iteration 98Q: 3 clusters Score -3047166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3047172.000000 Penalty: 4954.828613
	Iteration 99Q: 3 clusters Score -3047172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3047173.000000 Penalty: 4954.828613
	Iteration 100F: 3 clusters Score -3047173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3047185.250000 Penalty: 4954.828613
	Iteration 101Q: 3 clusters Score -3047185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3047195.250000 Penalty: 4954.828613
	Iteration 102Q: 3 clusters Score -3047195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3047197.750000 Penalty: 4954.828613
	Iteration 103Q: 3 clusters Score -3047198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3047198.750000 Penalty: 4954.828613
	Iteration 104Q: 3 clusters Score -3047199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3047197.500000 Penalty: 4954.828613
	Iteration 105Q: 3 clusters Score -3047198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3047200.500000 Penalty: 4954.828613
	Iteration 106Q: 3 clusters Score -3047200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3047210.250000 Penalty: 4954.828613
	Iteration 107Q: 3 clusters Score -3047210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3047205.500000 Penalty: 4954.828613
	Iteration 108Q: 3 clusters Score -3047206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3047210.250000 Penalty: 4954.828613
	Iteration 109Q: 3 clusters Score -3047210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3047218.250000 Penalty: 4954.828613
	Iteration 110Q: 3 clusters Score -3047218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3047216.250000 Penalty: 4954.828613
	Iteration 111Q: 3 clusters Score -3047216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3047218.500000 Penalty: 4954.828613
	Iteration 112Q: 3 clusters Score -3047218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3047231.500000 Penalty: 4954.828613
	Iteration 113Q: 3 clusters Score -3047232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3047234.500000 Penalty: 4954.828613
	Iteration 114Q: 3 clusters Score -3047234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3047248.000000 Penalty: 4954.828613
	Iteration 115Q: 3 clusters Score -3047248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3047247.250000 Penalty: 4954.828613
	Iteration 116Q: 3 clusters Score -3047247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3047251.750000 Penalty: 4954.828613
	Iteration 117Q: 3 clusters Score -3047252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3047263.000000 Penalty: 4954.828613
	Iteration 118Q: 3 clusters Score -3047263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3047269.750000 Penalty: 4954.828613
	Iteration 119Q: 3 clusters Score -3047270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3047272.250000 Penalty: 4954.828613
	Iteration 120F: 3 clusters Score -3047272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3047281.000000 Penalty: 4954.828613
	Iteration 121Q: 3 clusters Score -3047281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3047276.000000 Penalty: 4954.828613
	Iteration 122Q: 3 clusters Score -3047276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3047278.500000 Penalty: 4954.828613
	Iteration 123Q: 3 clusters Score -3047278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3047276.000000 Penalty: 4954.828613
	Iteration 124Q: 3 clusters Score -3047276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3047280.250000 Penalty: 4954.828613
	Iteration 125Q: 3 clusters Score -3047280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3047281.750000 Penalty: 4954.828613
	Iteration 126Q: 3 clusters Score -3047282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3047290.000000 Penalty: 4954.828613
	Iteration 127Q: 3 clusters Score -3047290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3047297.000000 Penalty: 4954.828613
	Iteration 128Q: 3 clusters Score -3047297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3047298.000000 Penalty: 4954.828613
	Iteration 129Q: 3 clusters Score -3047298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3047304.500000 Penalty: 4954.828613
	Iteration 130Q: 3 clusters Score -3047304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3047308.250000 Penalty: 4954.828613
	Iteration 131Q: 3 clusters Score -3047308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3047312.000000 Penalty: 4954.828613
	Iteration 132Q: 3 clusters Score -3047312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3047315.750000 Penalty: 4954.828613
	Iteration 133Q: 3 clusters Score -3047316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3047321.250000 Penalty: 4954.828613
	Iteration 134Q: 3 clusters Score -3047321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3047322.500000 Penalty: 4954.828613
	Iteration 135Q: 3 clusters Score -3047322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3047329.000000 Penalty: 4954.828613
	Iteration 136Q: 3 clusters Score -3047329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3047332.250000 Penalty: 4954.828613
	Iteration 137Q: 3 clusters Score -3047332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3047334.000000 Penalty: 4954.828613
	Iteration 138Q: 3 clusters Score -3047334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3047335.500000 Penalty: 4954.828613
	Iteration 139Q: 3 clusters Score -3047336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3047340.000000 Penalty: 4954.828613
	Iteration 140F: 3 clusters Score -3047340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3047344.000000 Penalty: 4954.828613
	Iteration 141Q: 3 clusters Score -3047344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3047343.000000 Penalty: 4954.828613
	Iteration 142Q: 3 clusters Score -3047343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3047340.250000 Penalty: 4954.828613
	Iteration 143Q: 3 clusters Score -3047340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3047340.250000 Penalty: 4954.828613
	Iteration 144Q: 3 clusters Score -3047340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3047340.000000 Penalty: 4954.828613
	Iteration 145Q: 3 clusters Score -3047340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3047341.500000 Penalty: 4954.828613
	Iteration 146Q: 3 clusters Score -3047342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
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Entering Unmasked Estep 
Score: -3047342.750000 Penalty: 4954.828613
	Iteration 147Q: 3 clusters Score -3047343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3047345.250000 Penalty: 4954.828613
	Iteration 148Q: 3 clusters Score -3047345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3047347.750000 Penalty: 4954.828613
	Iteration 149Q: 3 clusters Score -3047348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3047350.750000 Penalty: 4954.828613
	Iteration 150Q: 3 clusters Score -3047351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3047344.500000 Penalty: 4954.828613
	Iteration 151Q: 3 clusters Score -3047344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3047344.750000 Penalty: 4954.828613
	Iteration 152Q: 3 clusters Score -3047345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3047343.750000 Penalty: 4954.828613
	Iteration 153Q: 3 clusters Score -3047344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3047342.250000 Penalty: 4954.828613
	Iteration 154Q: 3 clusters Score -3047342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3047351.250000 Penalty: 4954.828613
	Iteration 155Q: 3 clusters Score -3047351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3047354.750000 Penalty: 4954.828613
	Iteration 156Q: 3 clusters Score -3047355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3047351.750000 Penalty: 4954.828613
	Iteration 157Q: 3 clusters Score -3047352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3047351.250000 Penalty: 4954.828613
	Iteration 158Q: 3 clusters Score -3047351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3047355.500000 Penalty: 4954.828613
	Iteration 159Q: 3 clusters Score -3047356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3047352.750000 Penalty: 4954.828613
	Iteration 160F: 3 clusters Score -3047353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3047350.500000 Penalty: 4954.828613
	Iteration 161Q: 3 clusters Score -3047350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3047360.250000 Penalty: 4954.828613
	Iteration 162Q: 3 clusters Score -3047360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3047361.500000 Penalty: 4954.828613
	Iteration 163Q: 3 clusters Score -3047362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3047359.750000 Penalty: 4954.828613
	Iteration 164Q: 3 clusters Score -3047360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3047364.000000 Penalty: 4954.828613
	Iteration 165Q: 3 clusters Score -3047364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3047358.500000 Penalty: 4954.828613
	Iteration 166Q: 3 clusters Score -3047358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3047359.000000 Penalty: 4954.828613
	Iteration 167Q: 3 clusters Score -3047359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3047361.000000 Penalty: 4954.828613
	Iteration 168Q: 3 clusters Score -3047361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3047361.000000 Penalty: 4954.828613
	Iteration 169F: 3 clusters Score -3047361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -125901.078125 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -125901.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -123996.515625 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -123996.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -124405.500000 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -124405.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -124655.453125 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -124655.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -124817.820312 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -124817.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -124911.710938 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -124911.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -125025.210938 Penalty: 3419.756348
	Iteration 5F: 3 clusters Score -125025.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -125095.070312 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -125095.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -125152.500000 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -125152.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -125216.414062 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -125216.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -125280.101562 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -125280.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -125330.226562 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -125330.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -125352.781250 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -125352.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -125387.960938 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -125388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -125429.281250 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -125429.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -125472.843750 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -125472.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -125507.992188 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -125508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -125544.007812 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -125544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -125602.429688 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -125602.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -125643.320312 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -125643.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -125691.164062 Penalty: 3419.756348
	Iteration 19Q: 3 clusters Score -125691.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -125706.531250 Penalty: 3419.756348
	Iteration 20F: 3 clusters Score -125706.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -125713.125000 Penalty: 3419.756348
	Iteration 21Q: 3 clusters Score -125713.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -125715.843750 Penalty: 3419.756348
	Iteration 22Q: 3 clusters Score -125715.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -125718.734375 Penalty: 3419.756348
	Iteration 23Q: 3 clusters Score -125718.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -125721.023438 Penalty: 3419.756348
	Iteration 24Q: 3 clusters Score -125721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -125721.023438 Penalty: 3419.756348
	Iteration 25F: 3 clusters Score -125721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (294491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294491 members 
Entering Unmasked Estep 
Score: -40357392.000000 Penalty: 3123.064697
	Iteration 0F: 2 clusters Score -4.035739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147024 members 
Mstep: Class 2 contains 147467 members 
Entering Unmasked Estep 
Score: -40183428.000000 Penalty: 6246.129395
	Iteration 0F: 3 clusters Score -4.018343e+07 nChanged 142645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146727 members 
Mstep: Class 2 contains 147764 members 
Entering Unmasked Estep 
Score: -40267392.000000 Penalty: 6246.129395
	Iteration 1F: 3 clusters Score -4.026739e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146531 members 
Mstep: Class 2 contains 147960 members 
Entering Unmasked Estep 
Score: -40268744.000000 Penalty: 6246.129395
	Iteration 2Q: 3 clusters Score -4.026874e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145877 members 
Mstep: Class 2 contains 148614 members 
Entering Unmasked Estep 
Score: -40270568.000000 Penalty: 6246.129395
	Iteration 3Q: 3 clusters Score -4.027057e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144621 members 
Mstep: Class 2 contains 149870 members 
Entering Unmasked Estep 
Score: -40272620.000000 Penalty: 6246.129395
	Iteration 4Q: 3 clusters Score -4.027262e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142506 members 
Mstep: Class 2 contains 151985 members 
Entering Unmasked Estep 
Score: -40275168.000000 Penalty: 6246.129395
	Iteration 5Q: 3 clusters Score -4.027517e+07 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139116 members 
Mstep: Class 2 contains 155375 members 
Entering Unmasked Estep 
Score: -40278128.000000 Penalty: 6246.129395
	Iteration 6Q: 3 clusters Score -4.027813e+07 nChanged 10774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133934 members 
Mstep: Class 2 contains 160557 members 
Entering Unmasked Estep 
Score: -40282432.000000 Penalty: 6246.129395
	Iteration 7Q: 3 clusters Score -4.028243e+07 nChanged 12004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126346 members 
Mstep: Class 2 contains 168145 members 
Entering Unmasked Estep 
Score: -40287908.000000 Penalty: 6246.129395
	Iteration 8Q: 3 clusters Score -4.028791e+07 nChanged 13832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115744 members 
Mstep: Class 2 contains 178747 members 
Entering Unmasked Estep 
Score: -40295056.000000 Penalty: 6246.129395
	Iteration 9Q: 3 clusters Score -4.029506e+07 nChanged 15922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101844 members 
Mstep: Class 2 contains 192647 members 
Entering Unmasked Estep 
Score: -40304376.000000 Penalty: 6246.129395
	Iteration 10F: 3 clusters Score -4.030438e+07 nChanged 17976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84862 members 
Mstep: Class 2 contains 209629 members 
Entering Unmasked Estep 
Score: -40315636.000000 Penalty: 6246.129395
	Iteration 11F: 3 clusters Score -4.031564e+07 nChanged 19146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 228355 members 
Entering Unmasked Estep 
Score: -40328628.000000 Penalty: 6246.129395
	Iteration 12F: 3 clusters Score -4.032863e+07 nChanged 18077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 246348 members 
Entering Unmasked Estep 
Score: -40338608.000000 Penalty: 6246.129395
	Iteration 13F: 3 clusters Score -4.033861e+07 nChanged 15460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 261792 members 
Entering Unmasked Estep 
Score: -40345972.000000 Penalty: 6246.129395
	Iteration 14F: 3 clusters Score -4.034597e+07 nChanged 11963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 273747 members 
Entering Unmasked Estep 
Score: -40350768.000000 Penalty: 6246.129395
	Iteration 15Q: 3 clusters Score -4.035077e+07 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 281988 members 
Entering Unmasked Estep 
Score: -40352852.000000 Penalty: 6246.129395
	Iteration 16Q: 3 clusters Score -4.035285e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 287065 members 
Entering Unmasked Estep 
Score: -40353384.000000 Penalty: 6246.129395
	Iteration 17Q: 3 clusters Score -4.035338e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 290111 members 
Entering Unmasked Estep 
Score: -40354040.000000 Penalty: 6246.129395
	Iteration 18Q: 3 clusters Score -4.035404e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 291748 members 
Entering Unmasked Estep 
Score: -40354524.000000 Penalty: 6246.129395
	Iteration 19Q: 3 clusters Score -4.035452e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 292603 members 
Entering Unmasked Estep 
Score: -40354612.000000 Penalty: 6246.129395
	Iteration 20F: 3 clusters Score -4.035461e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 293049 members 
Entering Unmasked Estep 
Score: -40354756.000000 Penalty: 6246.129395
	Iteration 21Q: 3 clusters Score -4.035476e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 293290 members 
Entering Unmasked Estep 
Score: -40354708.000000 Penalty: 6246.129395
	Iteration 22Q: 3 clusters Score -4.035471e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 293445 members 
Entering Unmasked Estep 
Score: -40354788.000000 Penalty: 6246.129395
	Iteration 23Q: 3 clusters Score -4.035479e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 293557 members 
Entering Unmasked Estep 
Score: -40354836.000000 Penalty: 6246.129395
	Iteration 24Q: 3 clusters Score -4.035484e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 293641 members 
Entering Unmasked Estep 
Score: -40354936.000000 Penalty: 6246.129395
	Iteration 25Q: 3 clusters Score -4.035494e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 293690 members 
Entering Unmasked Estep 
Score: -40354920.000000 Penalty: 6246.129395
	Iteration 26Q: 3 clusters Score -4.035492e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 293713 members 
Entering Unmasked Estep 
Score: -40354940.000000 Penalty: 6246.129395
	Iteration 27Q: 3 clusters Score -4.035494e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 293740 members 
Entering Unmasked Estep 
Score: -40354960.000000 Penalty: 6246.129395
	Iteration 28Q: 3 clusters Score -4.035496e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 293762 members 
Entering Unmasked Estep 
Score: -40354984.000000 Penalty: 6246.129395
	Iteration 29Q: 3 clusters Score -4.035498e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 293785 members 
Entering Unmasked Estep 
Score: -40355008.000000 Penalty: 6246.129395
	Iteration 30Q: 3 clusters Score -4.035501e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 293793 members 
Entering Unmasked Estep 
Score: -40354996.000000 Penalty: 6246.129395
	Iteration 31Q: 3 clusters Score -4.0355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 293808 members 
Entering Unmasked Estep 
Score: -40354988.000000 Penalty: 6246.129395
	Iteration 32Q: 3 clusters Score -4.035499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 293814 members 
Entering Unmasked Estep 
Score: -40355004.000000 Penalty: 6246.129395
	Iteration 33Q: 3 clusters Score -4.0355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 293820 members 
Entering Unmasked Estep 
Score: -40354976.000000 Penalty: 6246.129395
	Iteration 34Q: 3 clusters Score -4.035498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 293825 members 
Entering Unmasked Estep 
Score: -40355000.000000 Penalty: 6246.129395
	Iteration 35Q: 3 clusters Score -4.0355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 293831 members 
Entering Unmasked Estep 
Score: -40354972.000000 Penalty: 6246.129395
	Iteration 36Q: 3 clusters Score -4.035497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 293831 members 
Entering Unmasked Estep 
Score: -40354984.000000 Penalty: 6246.129395
	Iteration 37Q: 3 clusters Score -4.035498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 293831 members 
Entering Unmasked Estep 
Score: -40354984.000000 Penalty: 6246.129395
	Iteration 38Q: 3 clusters Score -4.035498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 293831 members 
Entering Unmasked Estep 
Score: -40354976.000000 Penalty: 6246.129395
	Iteration 39Q: 3 clusters Score -4.035498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 293834 members 
Entering Unmasked Estep 
Score: -40354972.000000 Penalty: 6246.129395
	Iteration 40F: 3 clusters Score -4.035497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 293841 members 
Entering Unmasked Estep 
Score: -40354960.000000 Penalty: 6246.129395
	Iteration 41Q: 3 clusters Score -4.035496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 293845 members 
Entering Unmasked Estep 
Score: -40354956.000000 Penalty: 6246.129395
	Iteration 42Q: 3 clusters Score -4.035496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 293848 members 
Entering Unmasked Estep 
Score: -40354988.000000 Penalty: 6246.129395
	Iteration 43Q: 3 clusters Score -4.035499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 293850 members 
Entering Unmasked Estep 
Score: -40354972.000000 Penalty: 6246.129395
	Iteration 44Q: 3 clusters Score -4.035497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 293854 members 
Entering Unmasked Estep 
Score: -40354972.000000 Penalty: 6246.129395
	Iteration 45Q: 3 clusters Score -4.035497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 293857 members 
Entering Unmasked Estep 
Score: -40354984.000000 Penalty: 6246.129395
	Iteration 46Q: 3 clusters Score -4.035498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 293860 members 
Entering Unmasked Estep 
Score: -40355012.000000 Penalty: 6246.129395
	Iteration 47Q: 3 clusters Score -4.035501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 293862 members 
Entering Unmasked Estep 
Score: -40355000.000000 Penalty: 6246.129395
	Iteration 48Q: 3 clusters Score -4.0355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 293863 members 
Entering Unmasked Estep 
Score: -40354996.000000 Penalty: 6246.129395
	Iteration 49Q: 3 clusters Score -4.0355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 293863 members 
Entering Unmasked Estep 
Score: -40354996.000000 Penalty: 6246.129395
	Iteration 50F: 3 clusters Score -4.0355e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (60074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60074 members 
Entering Unmasked Estep 
Score: -8408581.000000 Penalty: 2728.826416
	Iteration 0F: 2 clusters Score -8408581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -8368085.500000 Penalty: 5457.652832
	Iteration 0F: 3 clusters Score -8368086 nChanged 27963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -8383802.000000 Penalty: 5457.652832
	Iteration 1F: 3 clusters Score -8383802 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -8384472.000000 Penalty: 5457.652832
	Iteration 2Q: 3 clusters Score -8384472 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -8385281.500000 Penalty: 5457.652832
	Iteration 3Q: 3 clusters Score -8385282 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -8386687.500000 Penalty: 5457.652832
	Iteration 4Q: 3 clusters Score -8386688 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -8388837.000000 Penalty: 5457.652832
	Iteration 5F: 3 clusters Score -8388837 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -8392125.000000 Penalty: 5457.652832
	Iteration 6F: 3 clusters Score -8392125 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -8396209.000000 Penalty: 5457.652832
	Iteration 7F: 3 clusters Score -8396209 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -8400050.000000 Penalty: 5457.652832
	Iteration 8F: 3 clusters Score -8400050 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -8402627.000000 Penalty: 5457.652832
	Iteration 9Q: 3 clusters Score -8402627 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -8404038.000000 Penalty: 5457.652832
	Iteration 10Q: 3 clusters Score -8404038 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -8404802.000000 Penalty: 5457.652832
	Iteration 11Q: 3 clusters Score -8404802 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -8405272.000000 Penalty: 5457.652832
	Iteration 12Q: 3 clusters Score -8405272 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -8405605.000000 Penalty: 5457.652832
	Iteration 13Q: 3 clusters Score -8405605 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
Score: -8405820.000000 Penalty: 5457.652832
	Iteration 14Q: 3 clusters Score -8405820 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -8405960.000000 Penalty: 5457.652832
	Iteration 15Q: 3 clusters Score -8405960 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -8406061.000000 Penalty: 5457.652832
	Iteration 16Q: 3 clusters Score -8406061 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
Score: -8406168.000000 Penalty: 5457.652832
	Iteration 17Q: 3 clusters Score -8406168 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 57783 members 
Entering Unmasked Estep 
Score: -8406232.000000 Penalty: 5457.652832
	Iteration 18Q: 3 clusters Score -8406232 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -8406283.000000 Penalty: 5457.652832
	Iteration 19Q: 3 clusters Score -8406283 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 58031 members 
Entering Unmasked Estep 
Score: -8406334.000000 Penalty: 5457.652832
	Iteration 20F: 3 clusters Score -8406334 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 58120 members 
Entering Unmasked Estep 
Score: -8406360.000000 Penalty: 5457.652832
	Iteration 21Q: 3 clusters Score -8406360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -8406395.000000 Penalty: 5457.652832
	Iteration 22Q: 3 clusters Score -8406395 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 58255 members 
Entering Unmasked Estep 
Score: -8406425.000000 Penalty: 5457.652832
	Iteration 23Q: 3 clusters Score -8406425 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -8406435.000000 Penalty: 5457.652832
	Iteration 24Q: 3 clusters Score -8406435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -8406419.000000 Penalty: 5457.652832
	Iteration 25Q: 3 clusters Score -8406419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -8406431.000000 Penalty: 5457.652832
	Iteration 26Q: 3 clusters Score -8406431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -8406435.000000 Penalty: 5457.652832
	Iteration 27Q: 3 clusters Score -8406435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 58387 members 
Entering Unmasked Estep 
Score: -8406433.000000 Penalty: 5457.652832
	Iteration 28Q: 3 clusters Score -8406433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -8406446.000000 Penalty: 5457.652832
	Iteration 29Q: 3 clusters Score -8406446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -8406454.000000 Penalty: 5457.652832
	Iteration 30Q: 3 clusters Score -8406454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 58443 members 
Entering Unmasked Estep 
Score: -8406467.000000 Penalty: 5457.652832
	Iteration 31Q: 3 clusters Score -8406467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -8406474.000000 Penalty: 5457.652832
	Iteration 32Q: 3 clusters Score -8406474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -8406474.000000 Penalty: 5457.652832
	Iteration 33Q: 3 clusters Score -8406474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -8406485.000000 Penalty: 5457.652832
	Iteration 34Q: 3 clusters Score -8406485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -8406492.000000 Penalty: 5457.652832
	Iteration 35Q: 3 clusters Score -8406492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 58550 members 
Entering Unmasked Estep 
Score: -8406484.000000 Penalty: 5457.652832
	Iteration 36Q: 3 clusters Score -8406484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -8406499.000000 Penalty: 5457.652832
	Iteration 37Q: 3 clusters Score -8406499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
Score: -8406493.000000 Penalty: 5457.652832
	Iteration 38Q: 3 clusters Score -8406493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -8406499.000000 Penalty: 5457.652832
	Iteration 39Q: 3 clusters Score -8406499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -8406509.000000 Penalty: 5457.652832
	Iteration 40F: 3 clusters Score -8406509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 58631 members 
Entering Unmasked Estep 
Score: -8406524.000000 Penalty: 5457.652832
	Iteration 41Q: 3 clusters Score -8406524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 58642 members 
Entering Unmasked Estep 
Score: -8406524.000000 Penalty: 5457.652832
	Iteration 42Q: 3 clusters Score -8406524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -8406524.000000 Penalty: 5457.652832
	Iteration 43Q: 3 clusters Score -8406524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 58663 members 
Entering Unmasked Estep 
Score: -8406522.000000 Penalty: 5457.652832
	Iteration 44Q: 3 clusters Score -8406522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -8406541.000000 Penalty: 5457.652832
	Iteration 45Q: 3 clusters Score -8406541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -8406529.000000 Penalty: 5457.652832
	Iteration 46Q: 3 clusters Score -8406529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 58693 members 
Entering Unmasked Estep 
Score: -8406529.000000 Penalty: 5457.652832
	Iteration 47Q: 3 clusters Score -8406529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
Score: -8406538.000000 Penalty: 5457.652832
	Iteration 48Q: 3 clusters Score -8406538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 58706 members 
Entering Unmasked Estep 
Score: -8406542.000000 Penalty: 5457.652832
	Iteration 49Q: 3 clusters Score -8406542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -8406540.000000 Penalty: 5457.652832
	Iteration 50Q: 3 clusters Score -8406540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 58721 members 
Entering Unmasked Estep 
Score: -8406538.000000 Penalty: 5457.652832
	Iteration 51Q: 3 clusters Score -8406538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 58724 members 
Entering Unmasked Estep 
Score: -8406541.000000 Penalty: 5457.652832
	Iteration 52Q: 3 clusters Score -8406541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 58728 members 
Entering Unmasked Estep 
Score: -8406540.000000 Penalty: 5457.652832
	Iteration 53Q: 3 clusters Score -8406540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 58731 members 
Entering Unmasked Estep 
Score: -8406542.000000 Penalty: 5457.652832
	Iteration 54Q: 3 clusters Score -8406542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
Score: -8406538.000000 Penalty: 5457.652832
	Iteration 55Q: 3 clusters Score -8406538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 58736 members 
Entering Unmasked Estep 
Score: -8406540.000000 Penalty: 5457.652832
	Iteration 56Q: 3 clusters Score -8406540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 58737 members 
Entering Unmasked Estep 
Score: -8406540.000000 Penalty: 5457.652832
	Iteration 57Q: 3 clusters Score -8406540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 58738 members 
Entering Unmasked Estep 
Score: -8406540.000000 Penalty: 5457.652832
	Iteration 58Q: 3 clusters Score -8406540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 58738 members 
Entering Unmasked Estep 
Score: -8406540.000000 Penalty: 5457.652832
	Iteration 59F: 3 clusters Score -8406540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Entering Unmasked Estep 
Score: -5679606.500000 Penalty: 2640.177490
	Iteration 0F: 2 clusters Score -5679606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -5651288.500000 Penalty: 5280.354980
	Iteration 0F: 3 clusters Score -5651288 nChanged 19257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -5661742.000000 Penalty: 5280.354980
	Iteration 1F: 3 clusters Score -5661742 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -5662291.500000 Penalty: 5280.354980
	Iteration 2Q: 3 clusters Score -5662292 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -5662802.500000 Penalty: 5280.354980
	Iteration 3Q: 3 clusters Score -5662802 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -5663323.000000 Penalty: 5280.354980
	Iteration 4Q: 3 clusters Score -5663323 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -5663802.000000 Penalty: 5280.354980
	Iteration 5Q: 3 clusters Score -5663802 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -5664343.500000 Penalty: 5280.354980
	Iteration 6Q: 3 clusters Score -5664344 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -5664866.000000 Penalty: 5280.354980
	Iteration 7Q: 3 clusters Score -5664866 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -5665490.000000 Penalty: 5280.354980
	Iteration 8Q: 3 clusters Score -5665490 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -5666239.500000 Penalty: 5280.354980
	Iteration 9Q: 3 clusters Score -5666240 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -5666987.500000 Penalty: 5280.354980
	Iteration 10Q: 3 clusters Score -5666988 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -5667934.000000 Penalty: 5280.354980
	Iteration 11Q: 3 clusters Score -5667934 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -5669146.000000 Penalty: 5280.354980
	Iteration 12Q: 3 clusters Score -5669146 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -5670428.000000 Penalty: 5280.354980
	Iteration 13Q: 3 clusters Score -5670428 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -5671627.000000 Penalty: 5280.354980
	Iteration 14Q: 3 clusters Score -5671627 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -5672664.000000 Penalty: 5280.354980
	Iteration 15Q: 3 clusters Score -5672664 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -5673429.000000 Penalty: 5280.354980
	Iteration 16Q: 3 clusters Score -5673429 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -5673971.000000 Penalty: 5280.354980
	Iteration 17Q: 3 clusters Score -5673971 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -5674482.000000 Penalty: 5280.354980
	Iteration 18Q: 3 clusters Score -5674482 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -5674926.500000 Penalty: 5280.354980
	Iteration 19Q: 3 clusters Score -5674926 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -5675300.500000 Penalty: 5280.354980
	Iteration 20F: 3 clusters Score -5675300 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -5675592.000000 Penalty: 5280.354980
	Iteration 21Q: 3 clusters Score -5675592 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -5675862.000000 Penalty: 5280.354980
	Iteration 22Q: 3 clusters Score -5675862 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -5676134.000000 Penalty: 5280.354980
	Iteration 23Q: 3 clusters Score -5676134 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -5676341.000000 Penalty: 5280.354980
	Iteration 24Q: 3 clusters Score -5676341 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -5676516.500000 Penalty: 5280.354980
	Iteration 25Q: 3 clusters Score -5676516 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -5676656.000000 Penalty: 5280.354980
	Iteration 26Q: 3 clusters Score -5676656 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -5676800.500000 Penalty: 5280.354980
	Iteration 27Q: 3 clusters Score -5676800 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -5676882.500000 Penalty: 5280.354980
	Iteration 28Q: 3 clusters Score -5676882 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -5676957.500000 Penalty: 5280.354980
	Iteration 29Q: 3 clusters Score -5676958 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -5677020.500000 Penalty: 5280.354980
	Iteration 30Q: 3 clusters Score -5677020 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -5677093.500000 Penalty: 5280.354980
	Iteration 31Q: 3 clusters Score -5677094 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -5677125.000000 Penalty: 5280.354980
	Iteration 32Q: 3 clusters Score -5677125 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -5677162.500000 Penalty: 5280.354980
	Iteration 33Q: 3 clusters Score -5677162 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -5677180.000000 Penalty: 5280.354980
	Iteration 34Q: 3 clusters Score -5677180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -5677206.000000 Penalty: 5280.354980
	Iteration 35Q: 3 clusters Score -5677206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -5677217.500000 Penalty: 5280.354980
	Iteration 36Q: 3 clusters Score -5677218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -5677231.500000 Penalty: 5280.354980
	Iteration 37Q: 3 clusters Score -5677232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -5677259.500000 Penalty: 5280.354980
	Iteration 38Q: 3 clusters Score -5677260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -5677285.000000 Penalty: 5280.354980
	Iteration 39Q: 3 clusters Score -5677285 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -5677305.000000 Penalty: 5280.354980
	Iteration 40F: 3 clusters Score -5677305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -5677314.500000 Penalty: 5280.354980
	Iteration 41Q: 3 clusters Score -5677314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -5677325.500000 Penalty: 5280.354980
	Iteration 42Q: 3 clusters Score -5677326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -5677320.500000 Penalty: 5280.354980
	Iteration 43Q: 3 clusters Score -5677320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -5677325.500000 Penalty: 5280.354980
	Iteration 44Q: 3 clusters Score -5677326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -5677333.000000 Penalty: 5280.354980
	Iteration 45Q: 3 clusters Score -5677333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -5677334.000000 Penalty: 5280.354980
	Iteration 46Q: 3 clusters Score -5677334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -5677331.000000 Penalty: 5280.354980
	Iteration 47Q: 3 clusters Score -5677331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -5677331.000000 Penalty: 5280.354980
	Iteration 48Q: 3 clusters Score -5677331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -5677337.500000 Penalty: 5280.354980
	Iteration 49Q: 3 clusters Score -5677338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -5677340.500000 Penalty: 5280.354980
	Iteration 50Q: 3 clusters Score -5677340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -5677351.000000 Penalty: 5280.354980
	Iteration 51Q: 3 clusters Score -5677351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -5677352.500000 Penalty: 5280.354980
	Iteration 52Q: 3 clusters Score -5677352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -5677359.000000 Penalty: 5280.354980
	Iteration 53Q: 3 clusters Score -5677359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -5677363.500000 Penalty: 5280.354980
	Iteration 54Q: 3 clusters Score -5677364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -5677367.500000 Penalty: 5280.354980
	Iteration 55Q: 3 clusters Score -5677368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -5677370.000000 Penalty: 5280.354980
	Iteration 56Q: 3 clusters Score -5677370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -5677377.500000 Penalty: 5280.354980
	Iteration 57Q: 3 clusters Score -5677378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -5677379.000000 Penalty: 5280.354980
	Iteration 58Q: 3 clusters Score -5677379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -5677385.500000 Penalty: 5280.354980
	Iteration 59Q: 3 clusters Score -5677386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -5677381.500000 Penalty: 5280.354980
	Iteration 60F: 3 clusters Score -5677382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Entering Unmasked Estep 
Score: -3822591.500000 Penalty: 2533.258545
	Iteration 0F: 2 clusters Score -3822592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3803730.000000 Penalty: 5066.517090
	Iteration 0F: 3 clusters Score -3803730 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -3810384.000000 Penalty: 5066.517090
	Iteration 1F: 3 clusters Score -3810384 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -3810904.000000 Penalty: 5066.517090
	Iteration 2Q: 3 clusters Score -3810904 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -3811514.000000 Penalty: 5066.517090
	Iteration 3F: 3 clusters Score -3811514 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -3812254.000000 Penalty: 5066.517090
	Iteration 4F: 3 clusters Score -3812254 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -3813262.000000 Penalty: 5066.517090
	Iteration 5F: 3 clusters Score -3813262 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -3814495.500000 Penalty: 5066.517090
	Iteration 6F: 3 clusters Score -3814496 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -3815919.500000 Penalty: 5066.517090
	Iteration 7F: 3 clusters Score -3815920 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -3817387.500000 Penalty: 5066.517090
	Iteration 8F: 3 clusters Score -3817388 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -3818496.250000 Penalty: 5066.517090
	Iteration 9Q: 3 clusters Score -3818496 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -3819261.500000 Penalty: 5066.517090
	Iteration 10Q: 3 clusters Score -3819262 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3819712.250000 Penalty: 5066.517090
	Iteration 11Q: 3 clusters Score -3819712 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3820008.750000 Penalty: 5066.517090
	Iteration 12Q: 3 clusters Score -3820009 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3820184.750000 Penalty: 5066.517090
	Iteration 13Q: 3 clusters Score -3820185 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3820336.000000 Penalty: 5066.517090
	Iteration 14Q: 3 clusters Score -3820336 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3820418.500000 Penalty: 5066.517090
	Iteration 15Q: 3 clusters Score -3820418 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3820473.750000 Penalty: 5066.517090
	Iteration 16Q: 3 clusters Score -3820474 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3820533.000000 Penalty: 5066.517090
	Iteration 17Q: 3 clusters Score -3820533 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3820581.500000 Penalty: 5066.517090
	Iteration 18Q: 3 clusters Score -3820582 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3820606.250000 Penalty: 5066.517090
	Iteration 19Q: 3 clusters Score -3820606 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3820626.000000 Penalty: 5066.517090
	Iteration 20F: 3 clusters Score -3820626 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3820647.000000 Penalty: 5066.517090
	Iteration 21Q: 3 clusters Score -3820647 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3820664.500000 Penalty: 5066.517090
	Iteration 22Q: 3 clusters Score -3820664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3820677.250000 Penalty: 5066.517090
	Iteration 23Q: 3 clusters Score -3820677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3820693.000000 Penalty: 5066.517090
	Iteration 24Q: 3 clusters Score -3820693 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3820708.750000 Penalty: 5066.517090
	Iteration 25Q: 3 clusters Score -3820709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3820724.000000 Penalty: 5066.517090
	Iteration 26Q: 3 clusters Score -3820724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3820728.500000 Penalty: 5066.517090
	Iteration 27Q: 3 clusters Score -3820728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3820737.250000 Penalty: 5066.517090
	Iteration 28Q: 3 clusters Score -3820737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3820743.750000 Penalty: 5066.517090
	Iteration 29Q: 3 clusters Score -3820744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3820750.250000 Penalty: 5066.517090
	Iteration 30Q: 3 clusters Score -3820750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3820751.750000 Penalty: 5066.517090
	Iteration 31Q: 3 clusters Score -3820752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3820754.500000 Penalty: 5066.517090
	Iteration 32Q: 3 clusters Score -3820754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3820760.750000 Penalty: 5066.517090
	Iteration 33Q: 3 clusters Score -3820761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3820753.750000 Penalty: 5066.517090
	Iteration 34Q: 3 clusters Score -3820754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3820760.250000 Penalty: 5066.517090
	Iteration 35Q: 3 clusters Score -3820760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3820763.000000 Penalty: 5066.517090
	Iteration 36Q: 3 clusters Score -3820763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3820763.250000 Penalty: 5066.517090
	Iteration 37Q: 3 clusters Score -3820763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3820763.250000 Penalty: 5066.517090
	Iteration 38Q: 3 clusters Score -3820763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3820764.500000 Penalty: 5066.517090
	Iteration 39Q: 3 clusters Score -3820764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3820766.250000 Penalty: 5066.517090
	Iteration 40F: 3 clusters Score -3820766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3820771.500000 Penalty: 5066.517090
	Iteration 41Q: 3 clusters Score -3820772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3820770.250000 Penalty: 5066.517090
	Iteration 42Q: 3 clusters Score -3820770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3820774.250000 Penalty: 5066.517090
	Iteration 43Q: 3 clusters Score -3820774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3820778.500000 Penalty: 5066.517090
	Iteration 44Q: 3 clusters Score -3820778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3820778.500000 Penalty: 5066.517090
	Iteration 45Q: 3 clusters Score -3820778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3820788.250000 Penalty: 5066.517090
	Iteration 46Q: 3 clusters Score -3820788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3820790.500000 Penalty: 5066.517090
	Iteration 47Q: 3 clusters Score -3820790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3820794.500000 Penalty: 5066.517090
	Iteration 48Q: 3 clusters Score -3820794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3820793.250000 Penalty: 5066.517090
	Iteration 49Q: 3 clusters Score -3820793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3820795.750000 Penalty: 5066.517090
	Iteration 50Q: 3 clusters Score -3820796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3820800.500000 Penalty: 5066.517090
	Iteration 51Q: 3 clusters Score -3820800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3820803.250000 Penalty: 5066.517090
	Iteration 52Q: 3 clusters Score -3820803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3820804.500000 Penalty: 5066.517090
	Iteration 53Q: 3 clusters Score -3820804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3820806.000000 Penalty: 5066.517090
	Iteration 54Q: 3 clusters Score -3820806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3820801.500000 Penalty: 5066.517090
	Iteration 55Q: 3 clusters Score -3820802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3820803.000000 Penalty: 5066.517090
	Iteration 56Q: 3 clusters Score -3820803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3820807.500000 Penalty: 5066.517090
	Iteration 57Q: 3 clusters Score -3820808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3820804.500000 Penalty: 5066.517090
	Iteration 58Q: 3 clusters Score -3820804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3820804.500000 Penalty: 5066.517090
	Iteration 59F: 3 clusters Score -3820804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -76194.367188 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -76194.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74663.140625 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -74663.14 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75052.796875 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -75052.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75327.460938 Penalty: 3190.738281
	Iteration 2F: 3 clusters Score -75327.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75523.718750 Penalty: 3190.738281
	Iteration 3F: 3 clusters Score -75523.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -75837.585938 Penalty: 3190.738281
	Iteration 4Q: 3 clusters Score -75837.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76014.492188 Penalty: 3190.738281
	Iteration 5F: 3 clusters Score -76014.49 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -76127.414062 Penalty: 3190.738281
	Iteration 6F: 3 clusters Score -76127.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76169.085938 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -76169.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -76194.867188 Penalty: 3190.738281
	Iteration 8Q: 3 clusters Score -76194.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -76215.601562 Penalty: 3190.738281
	Iteration 9Q: 3 clusters Score -76215.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -76218.523438 Penalty: 3190.738281
	Iteration 10Q: 3 clusters Score -76218.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -76220.343750 Penalty: 3190.738281
	Iteration 11Q: 3 clusters Score -76220.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -76220.343750 Penalty: 3190.738281
	Iteration 12F: 3 clusters Score -76220.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7673 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 145126 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21798 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294491 members 
Mstep: Class 10 contains 60074 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 420 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42403 members 
Mstep: Class 18 contains 18823 members 
Mstep: Class 19 contains 14462 members 
Mstep: Class 20 contains 96739 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202516 members 
Mstep: Class 23 contains 202 members 
Entering Unmasked Estep 
Score: -135799280.000000 Penalty: 78787.804688
Splitting cluster 13 changes total score from -135800816.000000 to -135799280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -35061.003906 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -35061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33855.835938 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -33855.84 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33978.152344 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -33978.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34004.523438 Penalty: 2832.371582
	Iteration 2Q: 3 clusters Score -34004.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34056.496094 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -34056.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34058.218750 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -34058.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34058.218750 Penalty: 2832.371582
	Iteration 5F: 3 clusters Score -34058.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -576744.250000 Penalty: 2079.714355
	Iteration 0F: 2 clusters Score -576744.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -572605.937500 Penalty: 4159.428711
	Iteration 0F: 3 clusters Score -572605.9 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -573516.937500 Penalty: 4159.428711
	Iteration 1F: 3 clusters Score -573516.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -573722.687500 Penalty: 4159.428711
	Iteration 2F: 3 clusters Score -573722.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -573848.437500 Penalty: 4159.428711
	Iteration 3Q: 3 clusters Score -573848.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -573932.312500 Penalty: 4159.428711
	Iteration 4Q: 3 clusters Score -573932.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -573987.875000 Penalty: 4159.428711
	Iteration 5Q: 3 clusters Score -573987.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -574054.500000 Penalty: 4159.428711
	Iteration 6Q: 3 clusters Score -574054.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -574119.062500 Penalty: 4159.428711
	Iteration 7Q: 3 clusters Score -574119.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -574170.562500 Penalty: 4159.428711
	Iteration 8Q: 3 clusters Score -574170.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -574240.375000 Penalty: 4159.428711
	Iteration 9Q: 3 clusters Score -574240.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -574331.875000 Penalty: 4159.428711
	Iteration 10Q: 3 clusters Score -574331.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -574438.687500 Penalty: 4159.428711
	Iteration 11Q: 3 clusters Score -574438.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -574543.250000 Penalty: 4159.428711
	Iteration 12Q: 3 clusters Score -574543.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -574640.562500 Penalty: 4159.428711
	Iteration 13Q: 3 clusters Score -574640.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -574711.125000 Penalty: 4159.428711
	Iteration 14Q: 3 clusters Score -574711.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -574758.937500 Penalty: 4159.428711
	Iteration 15Q: 3 clusters Score -574758.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -574804.562500 Penalty: 4159.428711
	Iteration 16Q: 3 clusters Score -574804.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -574841.250000 Penalty: 4159.428711
	Iteration 17Q: 3 clusters Score -574841.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -574870.187500 Penalty: 4159.428711
	Iteration 18Q: 3 clusters Score -574870.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -574888.937500 Penalty: 4159.428711
	Iteration 19Q: 3 clusters Score -574888.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -574903.250000 Penalty: 4159.428711
	Iteration 20F: 3 clusters Score -574903.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -574911.062500 Penalty: 4159.428711
	Iteration 21Q: 3 clusters Score -574911.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -574919.875000 Penalty: 4159.428711
	Iteration 22Q: 3 clusters Score -574919.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -574926.250000 Penalty: 4159.428711
	Iteration 23Q: 3 clusters Score -574926.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -574930.750000 Penalty: 4159.428711
	Iteration 24Q: 3 clusters Score -574930.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -574936.000000 Penalty: 4159.428711
	Iteration 25Q: 3 clusters Score -574936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -574941.562500 Penalty: 4159.428711
	Iteration 26Q: 3 clusters Score -574941.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -574946.812500 Penalty: 4159.428711
	Iteration 27Q: 3 clusters Score -574946.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -574950.312500 Penalty: 4159.428711
	Iteration 28Q: 3 clusters Score -574950.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -574952.937500 Penalty: 4159.428711
	Iteration 29Q: 3 clusters Score -574952.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -574954.625000 Penalty: 4159.428711
	Iteration 30Q: 3 clusters Score -574954.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -574954.875000 Penalty: 4159.428711
	Iteration 31Q: 3 clusters Score -574954.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -574956.937500 Penalty: 4159.428711
	Iteration 32Q: 3 clusters Score -574956.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -574958.375000 Penalty: 4159.428711
	Iteration 33Q: 3 clusters Score -574958.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -574959.625000 Penalty: 4159.428711
	Iteration 34Q: 3 clusters Score -574959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -574960.375000 Penalty: 4159.428711
	Iteration 35Q: 3 clusters Score -574960.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -574960.375000 Penalty: 4159.428711
	Iteration 36F: 3 clusters Score -574960.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -145806.171875 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -145806.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -143829.500000 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -143829.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -144165.640625 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -144165.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -144318.750000 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -144318.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -144425.875000 Penalty: 3483.342529
	Iteration 3F: 3 clusters Score -144425.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -144490.156250 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -144490.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -144558.546875 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -144558.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -144625.562500 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -144625.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -144678.859375 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -144678.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -144718.265625 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -144718.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -144779.593750 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -144779.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -144835.718750 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -144835.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -144867.015625 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -144867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -144890.031250 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -144890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -144911.953125 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -144912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -144927.078125 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -144927.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -144940.562500 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -144940.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -144958.906250 Penalty: 3483.342529
	Iteration 16Q: 3 clusters Score -144958.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -144997.625000 Penalty: 3483.342529
	Iteration 17Q: 3 clusters Score -144997.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -145072.250000 Penalty: 3483.342529
	Iteration 18Q: 3 clusters Score -145072.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -145122.046875 Penalty: 3483.342529
	Iteration 19Q: 3 clusters Score -145122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -145124.781250 Penalty: 3483.342529
	Iteration 20F: 3 clusters Score -145124.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Entering Unmasked Estep 
Score: -5738324.500000 Penalty: 2642.433594
	Iteration 0F: 2 clusters Score -5738324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -5709615.500000 Penalty: 5284.867188
	Iteration 0F: 3 clusters Score -5709616 nChanged 19480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -5720305.000000 Penalty: 5284.867188
	Iteration 1F: 3 clusters Score -5720305 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -5720908.500000 Penalty: 5284.867188
	Iteration 2Q: 3 clusters Score -5720908 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -5721588.500000 Penalty: 5284.867188
	Iteration 3Q: 3 clusters Score -5721588 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -5722435.500000 Penalty: 5284.867188
	Iteration 4Q: 3 clusters Score -5722436 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -5723536.000000 Penalty: 5284.867188
	Iteration 5F: 3 clusters Score -5723536 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -5725079.500000 Penalty: 5284.867188
	Iteration 6F: 3 clusters Score -5725080 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -5727012.000000 Penalty: 5284.867188
	Iteration 7F: 3 clusters Score -5727012 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -5729161.000000 Penalty: 5284.867188
	Iteration 8F: 3 clusters Score -5729161 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -5731203.500000 Penalty: 5284.867188
	Iteration 9F: 3 clusters Score -5731204 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -5732829.500000 Penalty: 5284.867188
	Iteration 10Q: 3 clusters Score -5732830 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -5734095.000000 Penalty: 5284.867188
	Iteration 11Q: 3 clusters Score -5734095 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -5734997.500000 Penalty: 5284.867188
	Iteration 12Q: 3 clusters Score -5734998 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -5735463.500000 Penalty: 5284.867188
	Iteration 13Q: 3 clusters Score -5735464 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -5735709.500000 Penalty: 5284.867188
	Iteration 14Q: 3 clusters Score -5735710 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -5735817.500000 Penalty: 5284.867188
	Iteration 15Q: 3 clusters Score -5735818 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -5735882.000000 Penalty: 5284.867188
	Iteration 16Q: 3 clusters Score -5735882 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -5735933.500000 Penalty: 5284.867188
	Iteration 17Q: 3 clusters Score -5735934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -5735992.500000 Penalty: 5284.867188
	Iteration 18Q: 3 clusters Score -5735992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -5736023.000000 Penalty: 5284.867188
	Iteration 19Q: 3 clusters Score -5736023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -5736032.500000 Penalty: 5284.867188
	Iteration 20F: 3 clusters Score -5736032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -5736054.500000 Penalty: 5284.867188
	Iteration 21Q: 3 clusters Score -5736054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -5736069.000000 Penalty: 5284.867188
	Iteration 22Q: 3 clusters Score -5736069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -5736079.500000 Penalty: 5284.867188
	Iteration 23Q: 3 clusters Score -5736080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -5736080.500000 Penalty: 5284.867188
	Iteration 24Q: 3 clusters Score -5736080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -5736095.000000 Penalty: 5284.867188
	Iteration 25Q: 3 clusters Score -5736095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -5736093.500000 Penalty: 5284.867188
	Iteration 26Q: 3 clusters Score -5736094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -5736093.500000 Penalty: 5284.867188
	Iteration 27Q: 3 clusters Score -5736094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -5736093.500000 Penalty: 5284.867188
	Iteration 28F: 3 clusters Score -5736094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Entering Unmasked Estep 
Score: -2640180.250000 Penalty: 2441.022949
	Iteration 0F: 2 clusters Score -2640180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2626817.250000 Penalty: 4882.045898
	Iteration 0F: 3 clusters Score -2626817 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2631054.750000 Penalty: 4882.045898
	Iteration 1F: 3 clusters Score -2631055 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2631380.500000 Penalty: 4882.045898
	Iteration 2Q: 3 clusters Score -2631380 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2631630.750000 Penalty: 4882.045898
	Iteration 3Q: 3 clusters Score -2631631 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2631799.500000 Penalty: 4882.045898
	Iteration 4Q: 3 clusters Score -2631800 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2631959.250000 Penalty: 4882.045898
	Iteration 5Q: 3 clusters Score -2631959 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2632055.500000 Penalty: 4882.045898
	Iteration 6Q: 3 clusters Score -2632056 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2632142.500000 Penalty: 4882.045898
	Iteration 7Q: 3 clusters Score -2632142 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2632226.000000 Penalty: 4882.045898
	Iteration 8Q: 3 clusters Score -2632226 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2632310.000000 Penalty: 4882.045898
	Iteration 9Q: 3 clusters Score -2632310 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2632384.250000 Penalty: 4882.045898
	Iteration 10Q: 3 clusters Score -2632384 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2632453.500000 Penalty: 4882.045898
	Iteration 11Q: 3 clusters Score -2632454 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2632546.250000 Penalty: 4882.045898
	Iteration 12Q: 3 clusters Score -2632546 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2632650.000000 Penalty: 4882.045898
	Iteration 13Q: 3 clusters Score -2632650 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2632757.500000 Penalty: 4882.045898
	Iteration 14Q: 3 clusters Score -2632758 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2632861.500000 Penalty: 4882.045898
	Iteration 15Q: 3 clusters Score -2632862 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2632984.000000 Penalty: 4882.045898
	Iteration 16Q: 3 clusters Score -2632984 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2633118.500000 Penalty: 4882.045898
	Iteration 17Q: 3 clusters Score -2633118 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2633317.500000 Penalty: 4882.045898
	Iteration 18Q: 3 clusters Score -2633318 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2633546.000000 Penalty: 4882.045898
	Iteration 19Q: 3 clusters Score -2633546 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2633862.000000 Penalty: 4882.045898
	Iteration 20F: 3 clusters Score -2633862 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2634270.750000 Penalty: 4882.045898
	Iteration 21Q: 3 clusters Score -2634271 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2634837.500000 Penalty: 4882.045898
	Iteration 22Q: 3 clusters Score -2634838 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2635509.250000 Penalty: 4882.045898
	Iteration 23Q: 3 clusters Score -2635509 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2636144.750000 Penalty: 4882.045898
	Iteration 24Q: 3 clusters Score -2636145 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2636548.500000 Penalty: 4882.045898
	Iteration 25Q: 3 clusters Score -2636548 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2636778.250000 Penalty: 4882.045898
	Iteration 26Q: 3 clusters Score -2636778 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2636903.750000 Penalty: 4882.045898
	Iteration 27Q: 3 clusters Score -2636904 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2636971.750000 Penalty: 4882.045898
	Iteration 28Q: 3 clusters Score -2636972 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2637033.000000 Penalty: 4882.045898
	Iteration 29Q: 3 clusters Score -2637033 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2637104.000000 Penalty: 4882.045898
	Iteration 30Q: 3 clusters Score -2637104 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2637146.250000 Penalty: 4882.045898
	Iteration 31Q: 3 clusters Score -2637146 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2637185.250000 Penalty: 4882.045898
	Iteration 32Q: 3 clusters Score -2637185 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2637226.500000 Penalty: 4882.045898
	Iteration 33Q: 3 clusters Score -2637226 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2637262.250000 Penalty: 4882.045898
	Iteration 34Q: 3 clusters Score -2637262 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2637293.250000 Penalty: 4882.045898
	Iteration 35Q: 3 clusters Score -2637293 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2637327.750000 Penalty: 4882.045898
	Iteration 36Q: 3 clusters Score -2637328 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2637353.250000 Penalty: 4882.045898
	Iteration 37Q: 3 clusters Score -2637353 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2637388.500000 Penalty: 4882.045898
	Iteration 38Q: 3 clusters Score -2637388 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2637425.250000 Penalty: 4882.045898
	Iteration 39Q: 3 clusters Score -2637425 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2637460.750000 Penalty: 4882.045898
	Iteration 40F: 3 clusters Score -2637461 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2637500.250000 Penalty: 4882.045898
	Iteration 41Q: 3 clusters Score -2637500 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2637542.000000 Penalty: 4882.045898
	Iteration 42Q: 3 clusters Score -2637542 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2637583.250000 Penalty: 4882.045898
	Iteration 43Q: 3 clusters Score -2637583 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2637626.500000 Penalty: 4882.045898
	Iteration 44Q: 3 clusters Score -2637626 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2637678.500000 Penalty: 4882.045898
	Iteration 45Q: 3 clusters Score -2637678 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2637729.500000 Penalty: 4882.045898
	Iteration 46Q: 3 clusters Score -2637730 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2637778.250000 Penalty: 4882.045898
	Iteration 47Q: 3 clusters Score -2637778 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2637823.750000 Penalty: 4882.045898
	Iteration 48Q: 3 clusters Score -2637824 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2637854.250000 Penalty: 4882.045898
	Iteration 49Q: 3 clusters Score -2637854 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2637897.500000 Penalty: 4882.045898
	Iteration 50Q: 3 clusters Score -2637898 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2637932.000000 Penalty: 4882.045898
	Iteration 51Q: 3 clusters Score -2637932 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2637970.750000 Penalty: 4882.045898
	Iteration 52Q: 3 clusters Score -2637971 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2638003.500000 Penalty: 4882.045898
	Iteration 53Q: 3 clusters Score -2638004 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2638034.750000 Penalty: 4882.045898
	Iteration 54Q: 3 clusters Score -2638035 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2638071.250000 Penalty: 4882.045898
	Iteration 55Q: 3 clusters Score -2638071 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2638120.750000 Penalty: 4882.045898
	Iteration 56Q: 3 clusters Score -2638121 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2638153.000000 Penalty: 4882.045898
	Iteration 57Q: 3 clusters Score -2638153 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2638169.250000 Penalty: 4882.045898
	Iteration 58Q: 3 clusters Score -2638169 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2638186.500000 Penalty: 4882.045898
	Iteration 59Q: 3 clusters Score -2638186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2638207.750000 Penalty: 4882.045898
	Iteration 60F: 3 clusters Score -2638208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2638218.500000 Penalty: 4882.045898
	Iteration 61Q: 3 clusters Score -2638218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2638227.250000 Penalty: 4882.045898
	Iteration 62Q: 3 clusters Score -2638227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2638236.000000 Penalty: 4882.045898
	Iteration 63Q: 3 clusters Score -2638236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2638247.250000 Penalty: 4882.045898
	Iteration 64Q: 3 clusters Score -2638247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2638245.500000 Penalty: 4882.045898
	Iteration 65Q: 3 clusters Score -2638246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2638252.000000 Penalty: 4882.045898
	Iteration 66Q: 3 clusters Score -2638252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2638258.500000 Penalty: 4882.045898
	Iteration 67Q: 3 clusters Score -2638258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2638270.500000 Penalty: 4882.045898
	Iteration 68Q: 3 clusters Score -2638270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2638276.000000 Penalty: 4882.045898
	Iteration 69Q: 3 clusters Score -2638276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2638283.500000 Penalty: 4882.045898
	Iteration 70Q: 3 clusters Score -2638284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2638291.500000 Penalty: 4882.045898
	Iteration 71Q: 3 clusters Score -2638292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2638292.500000 Penalty: 4882.045898
	Iteration 72Q: 3 clusters Score -2638292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2638297.500000 Penalty: 4882.045898
	Iteration 73Q: 3 clusters Score -2638298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2638302.000000 Penalty: 4882.045898
	Iteration 74Q: 3 clusters Score -2638302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2638305.250000 Penalty: 4882.045898
	Iteration 75Q: 3 clusters Score -2638305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2638302.500000 Penalty: 4882.045898
	Iteration 76Q: 3 clusters Score -2638302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2638304.500000 Penalty: 4882.045898
	Iteration 77Q: 3 clusters Score -2638304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2638308.500000 Penalty: 4882.045898
	Iteration 78Q: 3 clusters Score -2638308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2638305.250000 Penalty: 4882.045898
	Iteration 79Q: 3 clusters Score -2638305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2638303.250000 Penalty: 4882.045898
	Iteration 80F: 3 clusters Score -2638303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2638301.000000 Penalty: 4882.045898
	Iteration 81Q: 3 clusters Score -2638301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2638303.750000 Penalty: 4882.045898
	Iteration 82Q: 3 clusters Score -2638304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2638304.500000 Penalty: 4882.045898
	Iteration 83Q: 3 clusters Score -2638304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2638308.250000 Penalty: 4882.045898
	Iteration 84Q: 3 clusters Score -2638308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2638310.500000 Penalty: 4882.045898
	Iteration 85Q: 3 clusters Score -2638310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2638310.500000 Penalty: 4882.045898
	Iteration 86Q: 3 clusters Score -2638310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2638313.500000 Penalty: 4882.045898
	Iteration 87Q: 3 clusters Score -2638314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2638315.500000 Penalty: 4882.045898
	Iteration 88Q: 3 clusters Score -2638316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2638315.000000 Penalty: 4882.045898
	Iteration 89Q: 3 clusters Score -2638315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2638312.500000 Penalty: 4882.045898
	Iteration 90Q: 3 clusters Score -2638312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2638322.750000 Penalty: 4882.045898
	Iteration 91Q: 3 clusters Score -2638323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2638323.000000 Penalty: 4882.045898
	Iteration 92Q: 3 clusters Score -2638323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2638319.750000 Penalty: 4882.045898
	Iteration 93Q: 3 clusters Score -2638320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2638322.500000 Penalty: 4882.045898
	Iteration 94Q: 3 clusters Score -2638322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2638319.000000 Penalty: 4882.045898
	Iteration 95Q: 3 clusters Score -2638319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2638320.750000 Penalty: 4882.045898
	Iteration 96Q: 3 clusters Score -2638321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2638324.750000 Penalty: 4882.045898
	Iteration 97Q: 3 clusters Score -2638325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2638326.500000 Penalty: 4882.045898
	Iteration 98Q: 3 clusters Score -2638326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2638326.000000 Penalty: 4882.045898
	Iteration 99Q: 3 clusters Score -2638326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2638326.000000 Penalty: 4882.045898
	Iteration 100F: 3 clusters Score -2638326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Entering Unmasked Estep 
Score: -1926235.500000 Penalty: 2375.661377
	Iteration 0F: 2 clusters Score -1926236 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 7191 members 
Entering Unmasked Estep 
Score: -1915760.750000 Penalty: 4751.322754
	Iteration 0F: 3 clusters Score -1915761 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1918990.500000 Penalty: 4751.322754
	Iteration 1F: 3 clusters Score -1918990 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1919335.875000 Penalty: 4751.322754
	Iteration 2F: 3 clusters Score -1919336 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1919617.500000 Penalty: 4751.322754
	Iteration 3Q: 3 clusters Score -1919618 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1919914.750000 Penalty: 4751.322754
	Iteration 4Q: 3 clusters Score -1919915 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1920202.250000 Penalty: 4751.322754
	Iteration 5Q: 3 clusters Score -1920202 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1920538.250000 Penalty: 4751.322754
	Iteration 6Q: 3 clusters Score -1920538 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1920953.375000 Penalty: 4751.322754
	Iteration 7Q: 3 clusters Score -1920953 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1921469.500000 Penalty: 4751.322754
	Iteration 8Q: 3 clusters Score -1921470 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1922095.000000 Penalty: 4751.322754
	Iteration 9F: 3 clusters Score -1922095 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1922793.750000 Penalty: 4751.322754
	Iteration 10F: 3 clusters Score -1922794 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1923413.000000 Penalty: 4751.322754
	Iteration 11Q: 3 clusters Score -1923413 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1923957.125000 Penalty: 4751.322754
	Iteration 12Q: 3 clusters Score -1923957 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1924384.375000 Penalty: 4751.322754
	Iteration 13Q: 3 clusters Score -1924384 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1924689.125000 Penalty: 4751.322754
	Iteration 14Q: 3 clusters Score -1924689 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1924892.000000 Penalty: 4751.322754
	Iteration 15Q: 3 clusters Score -1924892 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1925012.250000 Penalty: 4751.322754
	Iteration 16Q: 3 clusters Score -1925012 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1925076.000000 Penalty: 4751.322754
	Iteration 17Q: 3 clusters Score -1925076 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1925138.875000 Penalty: 4751.322754
	Iteration 18Q: 3 clusters Score -1925139 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1925175.000000 Penalty: 4751.322754
	Iteration 19Q: 3 clusters Score -1925175 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1925199.875000 Penalty: 4751.322754
	Iteration 20F: 3 clusters Score -1925200 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1925212.875000 Penalty: 4751.322754
	Iteration 21Q: 3 clusters Score -1925213 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1925235.500000 Penalty: 4751.322754
	Iteration 22Q: 3 clusters Score -1925236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1925242.500000 Penalty: 4751.322754
	Iteration 23Q: 3 clusters Score -1925242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1925249.875000 Penalty: 4751.322754
	Iteration 24Q: 3 clusters Score -1925250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1925252.875000 Penalty: 4751.322754
	Iteration 25Q: 3 clusters Score -1925253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1925261.750000 Penalty: 4751.322754
	Iteration 26Q: 3 clusters Score -1925262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1925262.250000 Penalty: 4751.322754
	Iteration 27Q: 3 clusters Score -1925262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1925264.000000 Penalty: 4751.322754
	Iteration 28Q: 3 clusters Score -1925264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1925269.500000 Penalty: 4751.322754
	Iteration 29Q: 3 clusters Score -1925270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1925267.750000 Penalty: 4751.322754
	Iteration 30Q: 3 clusters Score -1925268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1925270.375000 Penalty: 4751.322754
	Iteration 31Q: 3 clusters Score -1925270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1925269.375000 Penalty: 4751.322754
	Iteration 32Q: 3 clusters Score -1925269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1925271.500000 Penalty: 4751.322754
	Iteration 33Q: 3 clusters Score -1925272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1925269.375000 Penalty: 4751.322754
	Iteration 34Q: 3 clusters Score -1925269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1925269.375000 Penalty: 4751.322754
	Iteration 35F: 3 clusters Score -1925269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (96739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96739 members 
Entering Unmasked Estep 
Score: -13494684.000000 Penalty: 2846.983398
	Iteration 0F: 2 clusters Score -1.349468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -13429892.000000 Penalty: 5693.966797
	Iteration 0F: 3 clusters Score -1.342989e+07 nChanged 45737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -13455952.000000 Penalty: 5693.966797
	Iteration 1F: 3 clusters Score -1.345595e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -13456791.000000 Penalty: 5693.966797
	Iteration 2Q: 3 clusters Score -1.345679e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -13457813.000000 Penalty: 5693.966797
	Iteration 3Q: 3 clusters Score -1.345781e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -13459676.000000 Penalty: 5693.966797
	Iteration 4Q: 3 clusters Score -1.345968e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -13462469.000000 Penalty: 5693.966797
	Iteration 5Q: 3 clusters Score -1.346247e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -13466122.000000 Penalty: 5693.966797
	Iteration 6F: 3 clusters Score -1.346612e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -13470991.000000 Penalty: 5693.966797
	Iteration 7F: 3 clusters Score -1.347099e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -13476466.000000 Penalty: 5693.966797
	Iteration 8F: 3 clusters Score -1.347647e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -13480768.000000 Penalty: 5693.966797
	Iteration 9F: 3 clusters Score -1.348077e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -13483152.000000 Penalty: 5693.966797
	Iteration 10F: 3 clusters Score -1.348315e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 55612 members 
Entering Unmasked Estep 
Score: -13484484.000000 Penalty: 5693.966797
	Iteration 11Q: 3 clusters Score -1.348448e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -13485336.000000 Penalty: 5693.966797
	Iteration 12Q: 3 clusters Score -1.348534e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 58561 members 
Entering Unmasked Estep 
Score: -13486123.000000 Penalty: 5693.966797
	Iteration 13Q: 3 clusters Score -1.348612e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 60102 members 
Entering Unmasked Estep 
Score: -13486927.000000 Penalty: 5693.966797
	Iteration 14Q: 3 clusters Score -1.348693e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 61588 members 
Entering Unmasked Estep 
Score: -13487716.000000 Penalty: 5693.966797
	Iteration 15Q: 3 clusters Score -1.348772e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -13488363.000000 Penalty: 5693.966797
	Iteration 16Q: 3 clusters Score -1.348836e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 64254 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1.34889e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 65491 members 
Entering Unmasked Estep 
Score: -13489322.000000 Penalty: 5693.966797
	Iteration 18Q: 3 clusters Score -1.348932e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 66588 members 
Entering Unmasked Estep 
Score: -13489629.000000 Penalty: 5693.966797
	Iteration 19Q: 3 clusters Score -1.348963e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 67574 members 
Entering Unmasked Estep 
Score: -13489894.000000 Penalty: 5693.966797
	Iteration 20F: 3 clusters Score -1.348989e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -13490106.000000 Penalty: 5693.966797
	Iteration 21Q: 3 clusters Score -1.349011e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -13490305.000000 Penalty: 5693.966797
	Iteration 22Q: 3 clusters Score -1.34903e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 70365 members 
Entering Unmasked Estep 
Score: -13490438.000000 Penalty: 5693.966797
	Iteration 23Q: 3 clusters Score -1.349044e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 71279 members 
Entering Unmasked Estep 
Score: -13490674.000000 Penalty: 5693.966797
	Iteration 24Q: 3 clusters Score -1.349067e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -13490906.000000 Penalty: 5693.966797
	Iteration 25Q: 3 clusters Score -1.349091e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 73023 members 
Entering Unmasked Estep 
Score: -13491083.000000 Penalty: 5693.966797
	Iteration 26Q: 3 clusters Score -1.349108e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 73852 members 
Entering Unmasked Estep 
Score: -13491265.000000 Penalty: 5693.966797
	Iteration 27Q: 3 clusters Score -1.349126e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 74681 members 
Entering Unmasked Estep 
Score: -13491455.000000 Penalty: 5693.966797
	Iteration 28Q: 3 clusters Score -1.349146e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 75497 members 
Entering Unmasked Estep 
Score: -13491582.000000 Penalty: 5693.966797
	Iteration 29Q: 3 clusters Score -1.349158e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
Score: -13491660.000000 Penalty: 5693.966797
	Iteration 30Q: 3 clusters Score -1.349166e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -13491807.000000 Penalty: 5693.966797
	Iteration 31Q: 3 clusters Score -1.349181e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 77680 members 
Entering Unmasked Estep 
Score: -13491945.000000 Penalty: 5693.966797
	Iteration 32Q: 3 clusters Score -1.349194e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 78360 members 
Entering Unmasked Estep 
Score: -13492095.000000 Penalty: 5693.966797
	Iteration 33Q: 3 clusters Score -1.34921e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -13492249.000000 Penalty: 5693.966797
	Iteration 34Q: 3 clusters Score -1.349225e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1.349237e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 80272 members 
Entering Unmasked Estep 
Score: -13492457.000000 Penalty: 5693.966797
	Iteration 36Q: 3 clusters Score -1.349246e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 80808 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1.349251e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 81345 members 
Entering Unmasked Estep 
Score: -13492652.000000 Penalty: 5693.966797
	Iteration 38Q: 3 clusters Score -1.349265e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 81883 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1.349274e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 82393 members 
Entering Unmasked Estep 
Score: -13492819.000000 Penalty: 5693.966797
	Iteration 40F: 3 clusters Score -1.349282e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 82899 members 
Entering Unmasked Estep 
Score: -13492880.000000 Penalty: 5693.966797
	Iteration 41Q: 3 clusters Score -1.349288e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 83389 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1.349298e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 83865 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1.349308e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 84277 members 
Entering Unmasked Estep 
Score: -13493138.000000 Penalty: 5693.966797
	Iteration 44Q: 3 clusters Score -1.349314e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1.349317e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 85058 members 
Entering Unmasked Estep 
Score: -13493250.000000 Penalty: 5693.966797
	Iteration 46Q: 3 clusters Score -1.349325e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 85440 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1.349337e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 85800 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1.349346e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 86126 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1.349353e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 86412 members 
Entering Unmasked Estep 
Score: -13493538.000000 Penalty: 5693.966797
	Iteration 50Q: 3 clusters Score -1.349354e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 86648 members 
Entering Unmasked Estep 
Score: -13493559.000000 Penalty: 5693.966797
	Iteration 51Q: 3 clusters Score -1.349356e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 86881 members 
Entering Unmasked Estep 
Score: -13493569.000000 Penalty: 5693.966797
	Iteration 52Q: 3 clusters Score -1.349357e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 87097 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1.349363e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 87292 members 
Entering Unmasked Estep 
Score: -13493668.000000 Penalty: 5693.966797
	Iteration 54Q: 3 clusters Score -1.349367e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 87485 members 
Entering Unmasked Estep 
Score: -13493722.000000 Penalty: 5693.966797
	Iteration 55Q: 3 clusters Score -1.349372e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 87680 members 
Entering Unmasked Estep 
Score: -13493767.000000 Penalty: 5693.966797
	Iteration 56Q: 3 clusters Score -1.349377e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 87857 members 
Entering Unmasked Estep 
Score: -13493797.000000 Penalty: 5693.966797
	Iteration 57Q: 3 clusters Score -1.34938e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -13493822.000000 Penalty: 5693.966797
	Iteration 58Q: 3 clusters Score -1.349382e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 88195 members 
Entering Unmasked Estep 
Score: -13493810.000000 Penalty: 5693.966797
	Iteration 59Q: 3 clusters Score -1.349381e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 88366 members 
Entering Unmasked Estep 
Score: -13493852.000000 Penalty: 5693.966797
	Iteration 60F: 3 clusters Score -1.349385e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 88511 members 
Entering Unmasked Estep 
Score: -13493863.000000 Penalty: 5693.966797
	Iteration 61Q: 3 clusters Score -1.349386e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 88627 members 
Entering Unmasked Estep 
Score: -13493874.000000 Penalty: 5693.966797
	Iteration 62Q: 3 clusters Score -1.349387e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -13493905.000000 Penalty: 5693.966797
	Iteration 63Q: 3 clusters Score -1.34939e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 88873 members 
Entering Unmasked Estep 
Score: -13493926.000000 Penalty: 5693.966797
	Iteration 64Q: 3 clusters Score -1.349393e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 89001 members 
Entering Unmasked Estep 
Score: -13493944.000000 Penalty: 5693.966797
	Iteration 65Q: 3 clusters Score -1.349394e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 89132 members 
Entering Unmasked Estep 
Score: -13493970.000000 Penalty: 5693.966797
	Iteration 66Q: 3 clusters Score -1.349397e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 89250 members 
Entering Unmasked Estep 
Score: -13493979.000000 Penalty: 5693.966797
	Iteration 67Q: 3 clusters Score -1.349398e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 89387 members 
Entering Unmasked Estep 
Score: -13494007.000000 Penalty: 5693.966797
	Iteration 68Q: 3 clusters Score -1.349401e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 89523 members 
Entering Unmasked Estep 
Score: -13494015.000000 Penalty: 5693.966797
	Iteration 69Q: 3 clusters Score -1.349402e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 89651 members 
Entering Unmasked Estep 
Score: -13494010.000000 Penalty: 5693.966797
	Iteration 70Q: 3 clusters Score -1.349401e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 89779 members 
Entering Unmasked Estep 
Score: -13494033.000000 Penalty: 5693.966797
	Iteration 71Q: 3 clusters Score -1.349403e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 89895 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.349408e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 89995 members 
Entering Unmasked Estep 
Score: -13494051.000000 Penalty: 5693.966797
	Iteration 73Q: 3 clusters Score -1.349405e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 90088 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.349408e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 90181 members 
Entering Unmasked Estep 
Score: -13494089.000000 Penalty: 5693.966797
	Iteration 75Q: 3 clusters Score -1.349409e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 90260 members 
Entering Unmasked Estep 
Score: -13494121.000000 Penalty: 5693.966797
	Iteration 76Q: 3 clusters Score -1.349412e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 90329 members 
Entering Unmasked Estep 
Score: -13494136.000000 Penalty: 5693.966797
	Iteration 77Q: 3 clusters Score -1.349414e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 90396 members 
Entering Unmasked Estep 
Score: -13494144.000000 Penalty: 5693.966797
	Iteration 78Q: 3 clusters Score -1.349414e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 90443 members 
Entering Unmasked Estep 
Score: -13494128.000000 Penalty: 5693.966797
	Iteration 79Q: 3 clusters Score -1.349413e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 90476 members 
Entering Unmasked Estep 
Score: -13494134.000000 Penalty: 5693.966797
	Iteration 80F: 3 clusters Score -1.349413e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 90508 members 
Entering Unmasked Estep 
Score: -13494157.000000 Penalty: 5693.966797
	Iteration 81Q: 3 clusters Score -1.349416e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 90545 members 
Entering Unmasked Estep 
Score: -13494183.000000 Penalty: 5693.966797
	Iteration 82Q: 3 clusters Score -1.349418e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 90578 members 
Entering Unmasked Estep 
Score: -13494201.000000 Penalty: 5693.966797
	Iteration 83Q: 3 clusters Score -1.34942e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 90605 members 
Entering Unmasked Estep 
Score: -13494191.000000 Penalty: 5693.966797
	Iteration 84Q: 3 clusters Score -1.349419e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 90634 members 
Entering Unmasked Estep 
Score: -13494190.000000 Penalty: 5693.966797
	Iteration 85Q: 3 clusters Score -1.349419e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 90661 members 
Entering Unmasked Estep 
Score: -13494176.000000 Penalty: 5693.966797
	Iteration 86Q: 3 clusters Score -1.349418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 90681 members 
Entering Unmasked Estep 
Score: -13494178.000000 Penalty: 5693.966797
	Iteration 87Q: 3 clusters Score -1.349418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 90696 members 
Entering Unmasked Estep 
Score: -13494192.000000 Penalty: 5693.966797
	Iteration 88Q: 3 clusters Score -1.349419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 90713 members 
Entering Unmasked Estep 
Score: -13494189.000000 Penalty: 5693.966797
	Iteration 89Q: 3 clusters Score -1.349419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 90728 members 
Entering Unmasked Estep 
Score: -13494198.000000 Penalty: 5693.966797
	Iteration 90Q: 3 clusters Score -1.34942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 90739 members 
Entering Unmasked Estep 
Score: -13494199.000000 Penalty: 5693.966797
	Iteration 91Q: 3 clusters Score -1.34942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 90745 members 
Entering Unmasked Estep 
Score: -13494191.000000 Penalty: 5693.966797
	Iteration 92Q: 3 clusters Score -1.349419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 90758 members 
Entering Unmasked Estep 
Score: -13494192.000000 Penalty: 5693.966797
	Iteration 93Q: 3 clusters Score -1.349419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 90765 members 
Entering Unmasked Estep 
Score: -13494189.000000 Penalty: 5693.966797
	Iteration 94Q: 3 clusters Score -1.349419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 90771 members 
Entering Unmasked Estep 
Score: -13494191.000000 Penalty: 5693.966797
	Iteration 95Q: 3 clusters Score -1.349419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 90776 members 
Entering Unmasked Estep 
Score: -13494198.000000 Penalty: 5693.966797
	Iteration 96Q: 3 clusters Score -1.34942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 90784 members 
Entering Unmasked Estep 
Score: -13494188.000000 Penalty: 5693.966797
	Iteration 97Q: 3 clusters Score -1.349419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 90787 members 
Entering Unmasked Estep 
Score: -13494194.000000 Penalty: 5693.966797
	Iteration 98Q: 3 clusters Score -1.349419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 90791 members 
Entering Unmasked Estep 
Score: -13494179.000000 Penalty: 5693.966797
	Iteration 99Q: 3 clusters Score -1.349418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 90795 members 
Entering Unmasked Estep 
Score: -13494173.000000 Penalty: 5693.966797
	Iteration 100F: 3 clusters Score -1.349417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 90797 members 
Entering Unmasked Estep 
Score: -13494166.000000 Penalty: 5693.966797
	Iteration 101Q: 3 clusters Score -1.349417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 90798 members 
Entering Unmasked Estep 
Score: -13494175.000000 Penalty: 5693.966797
	Iteration 102Q: 3 clusters Score -1.349418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 90801 members 
Entering Unmasked Estep 
Score: -13494180.000000 Penalty: 5693.966797
	Iteration 103Q: 3 clusters Score -1.349418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 90803 members 
Entering Unmasked Estep 
Score: -13494174.000000 Penalty: 5693.966797
	Iteration 104Q: 3 clusters Score -1.349417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 90805 members 
Entering Unmasked Estep 
Score: -13494180.000000 Penalty: 5693.966797
	Iteration 105Q: 3 clusters Score -1.349418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 90807 members 
Entering Unmasked Estep 
Score: -13494179.000000 Penalty: 5693.966797
	Iteration 106Q: 3 clusters Score -1.349418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 90811 members 
Entering Unmasked Estep 
Score: -13494171.000000 Penalty: 5693.966797
	Iteration 107Q: 3 clusters Score -1.349417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 90821 members 
Entering Unmasked Estep 
Score: -13494170.000000 Penalty: 5693.966797
	Iteration 108Q: 3 clusters Score -1.349417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 90831 members 
Entering Unmasked Estep 
Score: -13494188.000000 Penalty: 5693.966797
	Iteration 109Q: 3 clusters Score -1.349419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 90838 members 
Entering Unmasked Estep 
Score: -13494199.000000 Penalty: 5693.966797
	Iteration 110Q: 3 clusters Score -1.34942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 90844 members 
Entering Unmasked Estep 
Score: -13494198.000000 Penalty: 5693.966797
	Iteration 111Q: 3 clusters Score -1.34942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 90849 members 
Entering Unmasked Estep 
Score: -13494196.000000 Penalty: 5693.966797
	Iteration 112Q: 3 clusters Score -1.34942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 90858 members 
Entering Unmasked Estep 
Score: -13494201.000000 Penalty: 5693.966797
	Iteration 113Q: 3 clusters Score -1.34942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 90866 members 
Entering Unmasked Estep 
Score: -13494190.000000 Penalty: 5693.966797
	Iteration 114Q: 3 clusters Score -1.349419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 90870 members 
Entering Unmasked Estep 
Score: -13494192.000000 Penalty: 5693.966797
	Iteration 115Q: 3 clusters Score -1.349419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 90876 members 
Entering Unmasked Estep 
Score: -13494204.000000 Penalty: 5693.966797
	Iteration 116Q: 3 clusters Score -1.34942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 90882 members 
Entering Unmasked Estep 
Score: -13494198.000000 Penalty: 5693.966797
	Iteration 117Q: 3 clusters Score -1.34942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 90884 members 
Entering Unmasked Estep 
Score: -13494197.000000 Penalty: 5693.966797
	Iteration 118Q: 3 clusters Score -1.34942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 90885 members 
Entering Unmasked Estep 
Score: -13494199.000000 Penalty: 5693.966797
	Iteration 119Q: 3 clusters Score -1.34942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 90885 members 
Entering Unmasked Estep 
Score: -13494199.000000 Penalty: 5693.966797
	Iteration 120F: 3 clusters Score -1.34942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -50768.683594 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -50768.68 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 182 members 
Entering Unmasked Estep 
Score: -49359.453125 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -49359.45 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -49502.351562 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -49502.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49539.406250 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -49539.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49584.890625 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -49584.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -49608.171875 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -49608.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49632.492188 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -49632.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49649.468750 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -49649.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49657.558594 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -49657.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49666.113281 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -49666.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49668.132812 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -49668.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49674.140625 Penalty: 2982.802734
	Iteration 10Q: 3 clusters Score -49674.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49684.792969 Penalty: 2982.802734
	Iteration 11Q: 3 clusters Score -49684.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49687.066406 Penalty: 2982.802734
	Iteration 12Q: 3 clusters Score -49687.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49687.066406 Penalty: 2982.802734
	Iteration 13F: 3 clusters Score -49687.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (202516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202516 members 
Entering Unmasked Estep 
Score: -28292686.000000 Penalty: 3030.206543
	Iteration 0F: 2 clusters Score -2.829269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101457 members 
Mstep: Class 2 contains 101059 members 
Entering Unmasked Estep 
Score: -28169654.000000 Penalty: 6060.413086
	Iteration 0F: 3 clusters Score -2.816965e+07 nChanged 97440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103949 members 
Mstep: Class 2 contains 98567 members 
Entering Unmasked Estep 
Score: -28226876.000000 Penalty: 6060.413086
	Iteration 1F: 3 clusters Score -2.822688e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105792 members 
Mstep: Class 2 contains 96724 members 
Entering Unmasked Estep 
Score: -28228032.000000 Penalty: 6060.413086
	Iteration 2Q: 3 clusters Score -2.822803e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108687 members 
Mstep: Class 2 contains 93829 members 
Entering Unmasked Estep 
Score: -28229464.000000 Penalty: 6060.413086
	Iteration 3Q: 3 clusters Score -2.822946e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113127 members 
Mstep: Class 2 contains 89389 members 
Entering Unmasked Estep 
Score: -28231234.000000 Penalty: 6060.413086
	Iteration 4Q: 3 clusters Score -2.823123e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119938 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -28234404.000000 Penalty: 6060.413086
	Iteration 5Q: 3 clusters Score -2.82344e+07 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129732 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -28239518.000000 Penalty: 6060.413086
	Iteration 6F: 3 clusters Score -2.823952e+07 nChanged 13990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142826 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -28247058.000000 Penalty: 6060.413086
	Iteration 7F: 3 clusters Score -2.824706e+07 nChanged 15972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158352 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -28256876.000000 Penalty: 6060.413086
	Iteration 8F: 3 clusters Score -2.825688e+07 nChanged 16016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174248 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -28268112.000000 Penalty: 6060.413086
	Iteration 9F: 3 clusters Score -2.826811e+07 nChanged 13266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187490 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -28278000.000000 Penalty: 6060.413086
	Iteration 10F: 3 clusters Score -2.8278e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195894 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -28284750.000000 Penalty: 6060.413086
	Iteration 11Q: 3 clusters Score -2.828475e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200066 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -28287992.000000 Penalty: 6060.413086
	Iteration 12Q: 3 clusters Score -2.828799e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201567 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -28289288.000000 Penalty: 6060.413086
	Iteration 13Q: 3 clusters Score -2.828929e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202002 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -28289758.000000 Penalty: 6060.413086
	Iteration 14Q: 3 clusters Score -2.828976e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202123 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -28289910.000000 Penalty: 6060.413086
	Iteration 15Q: 3 clusters Score -2.828991e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202166 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -28289960.000000 Penalty: 6060.413086
	Iteration 16Q: 3 clusters Score -2.828996e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202188 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28289998.000000 Penalty: 6060.413086
	Iteration 17Q: 3 clusters Score -2.829e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202215 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28290056.000000 Penalty: 6060.413086
	Iteration 18Q: 3 clusters Score -2.829006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202230 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28290064.000000 Penalty: 6060.413086
	Iteration 19Q: 3 clusters Score -2.829006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202234 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28290038.000000 Penalty: 6060.413086
	Iteration 20F: 3 clusters Score -2.829004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202242 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28290086.000000 Penalty: 6060.413086
	Iteration 21Q: 3 clusters Score -2.829009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202244 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28290090.000000 Penalty: 6060.413086
	Iteration 22Q: 3 clusters Score -2.829009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202245 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28290078.000000 Penalty: 6060.413086
	Iteration 23Q: 3 clusters Score -2.829008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202246 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28290084.000000 Penalty: 6060.413086
	Iteration 24Q: 3 clusters Score -2.829008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202248 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -28290098.000000 Penalty: 6060.413086
	Iteration 25Q: 3 clusters Score -2.82901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202251 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28290090.000000 Penalty: 6060.413086
	Iteration 26Q: 3 clusters Score -2.829009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202254 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28290102.000000 Penalty: 6060.413086
	Iteration 27Q: 3 clusters Score -2.82901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202252 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28290102.000000 Penalty: 6060.413086
	Iteration 28Q: 3 clusters Score -2.82901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202253 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28290106.000000 Penalty: 6060.413086
	Iteration 29Q: 3 clusters Score -2.829011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202252 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28290104.000000 Penalty: 6060.413086
	Iteration 30Q: 3 clusters Score -2.82901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202252 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28290104.000000 Penalty: 6060.413086
	Iteration 31F: 3 clusters Score -2.82901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7673 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 145126 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21798 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294491 members 
Mstep: Class 10 contains 60074 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42403 members 
Mstep: Class 18 contains 18823 members 
Mstep: Class 19 contains 14462 members 
Mstep: Class 20 contains 96739 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800832.000000 Penalty: 75362.250000
Iteration 479Q: 23 clusters Score -1.358008e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 145172 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21796 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294497 members 
Mstep: Class 10 contains 60072 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42403 members 
Mstep: Class 18 contains 18822 members 
Mstep: Class 19 contains 14460 members 
Mstep: Class 20 contains 96685 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800704.000000 Penalty: 75362.250000
Iteration 480F: 23 clusters Score -1.358007e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 145243 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21795 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294499 members 
Mstep: Class 10 contains 60073 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 27302 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42401 members 
Mstep: Class 18 contains 18822 members 
Mstep: Class 19 contains 14460 members 
Mstep: Class 20 contains 96604 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800672.000000 Penalty: 75362.250000
Iteration 481Q: 23 clusters Score -1.358007e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 145318 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21794 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294491 members 
Mstep: Class 10 contains 60075 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42401 members 
Mstep: Class 18 contains 18822 members 
Mstep: Class 19 contains 14461 members 
Mstep: Class 20 contains 96529 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800752.000000 Penalty: 75362.250000
Iteration 482Q: 23 clusters Score -1.358008e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7674 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 145389 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21789 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294491 members 
Mstep: Class 10 contains 60074 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42400 members 
Mstep: Class 18 contains 18821 members 
Mstep: Class 19 contains 14459 members 
Mstep: Class 20 contains 96460 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800816.000000 Penalty: 75362.250000
Iteration 483Q: 23 clusters Score -1.358008e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 145458 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21785 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294488 members 
Mstep: Class 10 contains 60072 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42400 members 
Mstep: Class 18 contains 18824 members 
Mstep: Class 19 contains 14459 members 
Mstep: Class 20 contains 96384 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800752.000000 Penalty: 75362.250000
Iteration 484Q: 23 clusters Score -1.358008e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 145535 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21786 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294479 members 
Mstep: Class 10 contains 60073 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 27302 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42398 members 
Mstep: Class 18 contains 18826 members 
Mstep: Class 19 contains 14457 members 
Mstep: Class 20 contains 96312 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800784.000000 Penalty: 75362.250000
Iteration 485Q: 23 clusters Score -1.358008e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7679 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 145633 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21788 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294478 members 
Mstep: Class 10 contains 60068 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 27302 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42398 members 
Mstep: Class 18 contains 18825 members 
Mstep: Class 19 contains 14458 members 
Mstep: Class 20 contains 96213 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800784.000000 Penalty: 75362.250000
Iteration 486Q: 23 clusters Score -1.358008e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7681 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 145720 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21787 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294483 members 
Mstep: Class 10 contains 60068 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 27302 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42399 members 
Mstep: Class 18 contains 18827 members 
Mstep: Class 19 contains 14456 members 
Mstep: Class 20 contains 96114 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800784.000000 Penalty: 75362.250000
Iteration 487Q: 23 clusters Score -1.358008e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5173 members 
Mstep: Class 3 contains 7683 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 145823 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21787 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294487 members 
Mstep: Class 10 contains 60072 members 
Mstep: Class 11 contains 42019 members 
Mstep: Class 12 contains 27302 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42401 members 
Mstep: Class 18 contains 18826 members 
Mstep: Class 19 contains 14451 members 
Mstep: Class 20 contains 96004 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800800.000000 Penalty: 75362.250000
Iteration 488Q: 23 clusters Score -1.358008e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5172 members 
Mstep: Class 3 contains 7681 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 145916 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21786 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294486 members 
Mstep: Class 10 contains 60075 members 
Mstep: Class 11 contains 42020 members 
Mstep: Class 12 contains 27304 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42399 members 
Mstep: Class 18 contains 18826 members 
Mstep: Class 19 contains 14445 members 
Mstep: Class 20 contains 95908 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800688.000000 Penalty: 75362.250000
Iteration 489Q: 23 clusters Score -1.358007e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5170 members 
Mstep: Class 3 contains 7686 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 145975 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21785 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294482 members 
Mstep: Class 10 contains 60081 members 
Mstep: Class 11 contains 42021 members 
Mstep: Class 12 contains 27306 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42399 members 
Mstep: Class 18 contains 18825 members 
Mstep: Class 19 contains 14442 members 
Mstep: Class 20 contains 95841 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800672.000000 Penalty: 75362.250000
Iteration 490Q: 23 clusters Score -1.358007e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5171 members 
Mstep: Class 3 contains 7686 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 146021 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21788 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294486 members 
Mstep: Class 10 contains 60082 members 
Mstep: Class 11 contains 42022 members 
Mstep: Class 12 contains 27308 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42400 members 
Mstep: Class 18 contains 18824 members 
Mstep: Class 19 contains 14443 members 
Mstep: Class 20 contains 95773 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800880.000000 Penalty: 75362.250000
Iteration 491Q: 23 clusters Score -1.358009e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5172 members 
Mstep: Class 3 contains 7692 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 146105 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21787 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294483 members 
Mstep: Class 10 contains 60082 members 
Mstep: Class 11 contains 42021 members 
Mstep: Class 12 contains 27306 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42402 members 
Mstep: Class 18 contains 18824 members 
Mstep: Class 19 contains 14444 members 
Mstep: Class 20 contains 95674 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800736.000000 Penalty: 75362.250000
Iteration 492Q: 23 clusters Score -1.358007e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5172 members 
Mstep: Class 3 contains 7693 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 146190 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21785 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294489 members 
Mstep: Class 10 contains 60080 members 
Mstep: Class 11 contains 42021 members 
Mstep: Class 12 contains 27307 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42404 members 
Mstep: Class 18 contains 18824 members 
Mstep: Class 19 contains 14447 members 
Mstep: Class 20 contains 95581 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800784.000000 Penalty: 75362.250000
Iteration 493Q: 23 clusters Score -1.358008e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5172 members 
Mstep: Class 3 contains 7694 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 146276 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21782 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294492 members 
Mstep: Class 10 contains 60076 members 
Mstep: Class 11 contains 42022 members 
Mstep: Class 12 contains 27307 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42406 members 
Mstep: Class 18 contains 18824 members 
Mstep: Class 19 contains 14450 members 
Mstep: Class 20 contains 95485 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800816.000000 Penalty: 75362.250000
Iteration 494Q: 23 clusters Score -1.358008e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5171 members 
Mstep: Class 3 contains 7694 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 146375 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21781 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294499 members 
Mstep: Class 10 contains 60074 members 
Mstep: Class 11 contains 42023 members 
Mstep: Class 12 contains 27306 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42407 members 
Mstep: Class 18 contains 18821 members 
Mstep: Class 19 contains 14456 members 
Mstep: Class 20 contains 95381 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800752.000000 Penalty: 75362.250000
Iteration 495Q: 23 clusters Score -1.358008e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5172 members 
Mstep: Class 3 contains 7698 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 146503 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21779 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294498 members 
Mstep: Class 10 contains 60069 members 
Mstep: Class 11 contains 42025 members 
Mstep: Class 12 contains 27307 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42410 members 
Mstep: Class 18 contains 18818 members 
Mstep: Class 19 contains 14458 members 
Mstep: Class 20 contains 95246 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800752.000000 Penalty: 75362.250000
Iteration 496Q: 23 clusters Score -1.358008e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5172 members 
Mstep: Class 3 contains 7706 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 146634 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21779 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294502 members 
Mstep: Class 10 contains 60067 members 
Mstep: Class 11 contains 42025 members 
Mstep: Class 12 contains 27305 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42412 members 
Mstep: Class 18 contains 18818 members 
Mstep: Class 19 contains 14457 members 
Mstep: Class 20 contains 95109 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800800.000000 Penalty: 75362.250000
Iteration 497Q: 23 clusters Score -1.358008e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7708 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 146754 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21777 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294511 members 
Mstep: Class 10 contains 60066 members 
Mstep: Class 11 contains 42026 members 
Mstep: Class 12 contains 27305 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42413 members 
Mstep: Class 18 contains 18818 members 
Mstep: Class 19 contains 14457 members 
Mstep: Class 20 contains 94976 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800784.000000 Penalty: 75362.250000
Iteration 498Q: 23 clusters Score -1.358008e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 7717 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 146885 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21773 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294523 members 
Mstep: Class 10 contains 60064 members 
Mstep: Class 11 contains 42026 members 
Mstep: Class 12 contains 27305 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42409 members 
Mstep: Class 18 contains 18819 members 
Mstep: Class 19 contains 14453 members 
Mstep: Class 20 contains 94837 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800752.000000 Penalty: 75362.250000
Iteration 499Q: 23 clusters Score -1.358008e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5172 members 
Mstep: Class 3 contains 7722 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 147030 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 21768 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 294523 members 
Mstep: Class 10 contains 60060 members 
Mstep: Class 11 contains 42028 members 
Mstep: Class 12 contains 27305 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 42409 members 
Mstep: Class 18 contains 18819 members 
Mstep: Class 19 contains 14446 members 
Mstep: Class 20 contains 94699 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 202620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800688.000000 Penalty: 75362.250000
Iteration 500F: 23 clusters Score -1.358007e+08 nChanged 276
Maximum iterations exceeded
--- Evaluating fit on full set of 2991666 points ---
Entering Unmasked Estep 
Score: -400926048.000000 Penalty: 81356.273438
22->23 Clusters: Score -400926048.000000, best is -400983392.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 997222 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 45013 members 
Mstep: Class 3 contains 45412 members 
Mstep: Class 4 contains 45345 members 
Mstep: Class 5 contains 45390 members 
Mstep: Class 6 contains 45122 members 
Mstep: Class 7 contains 45409 members 
Mstep: Class 8 contains 45548 members 
Mstep: Class 9 contains 45238 members 
Mstep: Class 10 contains 45478 members 
Mstep: Class 11 contains 45449 members 
Mstep: Class 12 contains 45029 members 
Mstep: Class 13 contains 45547 members 
Mstep: Class 14 contains 45268 members 
Mstep: Class 15 contains 45690 members 
Mstep: Class 16 contains 44939 members 
Mstep: Class 17 contains 45246 members 
Mstep: Class 18 contains 45463 members 
Mstep: Class 19 contains 45630 members 
Mstep: Class 20 contains 44999 members 
Mstep: Class 21 contains 45101 members 
Mstep: Class 22 contains 45425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 190.031372 but Gain 3425.554688
Score: -131024960.000000 Penalty: 71936.695312
Iteration 0F: 22 clusters Score -1.31025e+08 nChanged 948922
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 100454 members 
Mstep: Class 2 contains 5339 members 
Mstep: Class 3 contains 57437 members 
Mstep: Class 4 contains 66953 members 
Mstep: Class 5 contains 57704 members 
Mstep: Class 6 contains 30468 members 
Mstep: Class 7 contains 76517 members 
Mstep: Class 8 contains 60076 members 
Mstep: Class 9 contains 117659 members 
Mstep: Class 10 contains 10613 members 
Mstep: Class 11 contains 92899 members 
Mstep: Class 12 contains 79747 members 
Mstep: Class 13 contains 12806 members 
Mstep: Class 14 contains 51739 members 
Mstep: Class 15 contains 13556 members 
Mstep: Class 16 contains 18313 members 
Mstep: Class 17 contains 22615 members 
Mstep: Class 18 contains 11728 members 
Mstep: Class 19 contains 12605 members 
Mstep: Class 21 contains 66563 members 
Mstep: Class 22 contains 28851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133910152.000000 Penalty: 71936.695312
Iteration 1F: 22 clusters Score -1.339102e+08 nChanged 368219
Entering Unmasked Mstep 
Mstep: Class 0 contains 1434 members 
Mstep: Class 1 contains 127301 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 34958 members 
Mstep: Class 4 contains 65524 members 
Mstep: Class 5 contains 77779 members 
Mstep: Class 6 contains 44137 members 
Mstep: Class 7 contains 61135 members 
Mstep: Class 8 contains 47384 members 
Mstep: Class 9 contains 121743 members 
Mstep: Class 10 contains 6605 members 
Mstep: Class 11 contains 108393 members 
Mstep: Class 12 contains 109211 members 
Mstep: Class 13 contains 5377 members 
Mstep: Class 14 contains 42467 members 
Mstep: Class 15 contains 7691 members 
Mstep: Class 16 contains 15248 members 
Mstep: Class 17 contains 15046 members 
Mstep: Class 18 contains 7949 members 
Mstep: Class 19 contains 8850 members 
Mstep: Class 21 contains 58746 members 
Mstep: Class 22 contains 28007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134645024.000000 Penalty: 71936.695312
Iteration 2F: 22 clusters Score -1.34645e+08 nChanged 254331
Entering Unmasked Mstep 
Mstep: Class 0 contains 597 members 
Mstep: Class 1 contains 143694 members 
Mstep: Class 2 contains 1895 members 
Mstep: Class 3 contains 29000 members 
Mstep: Class 4 contains 65362 members 
Mstep: Class 5 contains 87083 members 
Mstep: Class 6 contains 64422 members 
Mstep: Class 7 contains 49169 members 
Mstep: Class 8 contains 30509 members 
Mstep: Class 9 contains 123975 members 
Mstep: Class 10 contains 6063 members 
Mstep: Class 11 contains 120961 members 
Mstep: Class 12 contains 119888 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 32579 members 
Mstep: Class 15 contains 4975 members 
Mstep: Class 16 contains 16122 members 
Mstep: Class 17 contains 12150 members 
Mstep: Class 18 contains 4528 members 
Mstep: Class 19 contains 6044 members 
Mstep: Class 21 contains 49920 members 
Mstep: Class 22 contains 26497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2533.322021 but Gain 3425.562500
Score: -134996976.000000 Penalty: 68511.132812
Iteration 3F: 21 clusters Score -1.34997e+08 nChanged 195578
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 151896 members 
Mstep: Class 2 contains 2319 members 
Mstep: Class 3 contains 28924 members 
Mstep: Class 4 contains 65910 members 
Mstep: Class 5 contains 87876 members 
Mstep: Class 6 contains 75262 members 
Mstep: Class 7 contains 40921 members 
Mstep: Class 8 contains 17118 members 
Mstep: Class 9 contains 136637 members 
Mstep: Class 10 contains 6941 members 
Mstep: Class 11 contains 128177 members 
Mstep: Class 12 contains 123306 members 
Mstep: Class 14 contains 26825 members 
Mstep: Class 15 contains 3612 members 
Mstep: Class 16 contains 15296 members 
Mstep: Class 17 contains 10589 members 
Mstep: Class 18 contains 2669 members 
Mstep: Class 19 contains 5662 members 
Mstep: Class 21 contains 43375 members 
Mstep: Class 22 contains 23701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135208080.000000 Penalty: 68511.132812
Iteration 4F: 21 clusters Score -1.352081e+08 nChanged 155914
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 153579 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 29086 members 
Mstep: Class 4 contains 67003 members 
Mstep: Class 5 contains 84252 members 
Mstep: Class 6 contains 75176 members 
Mstep: Class 7 contains 33589 members 
Mstep: Class 8 contains 9605 members 
Mstep: Class 9 contains 160324 members 
Mstep: Class 10 contains 8021 members 
Mstep: Class 11 contains 131089 members 
Mstep: Class 12 contains 125911 members 
Mstep: Class 14 contains 22085 members 
Mstep: Class 15 contains 2957 members 
Mstep: Class 16 contains 14154 members 
Mstep: Class 17 contains 9323 members 
Mstep: Class 18 contains 2534 members 
Mstep: Class 19 contains 5510 members 
Mstep: Class 21 contains 39320 members 
Mstep: Class 22 contains 21087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135336976.000000 Penalty: 68511.132812
Iteration 5F: 21 clusters Score -1.35337e+08 nChanged 132967
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 149913 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 29527 members 
Mstep: Class 4 contains 68243 members 
Mstep: Class 5 contains 79788 members 
Mstep: Class 6 contains 69378 members 
Mstep: Class 7 contains 27043 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 191851 members 
Mstep: Class 10 contains 8627 members 
Mstep: Class 11 contains 129679 members 
Mstep: Class 12 contains 131650 members 
Mstep: Class 14 contains 16328 members 
Mstep: Class 15 contains 2495 members 
Mstep: Class 16 contains 12993 members 
Mstep: Class 17 contains 8386 members 
Mstep: Class 18 contains 2554 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 21 contains 36182 members 
Mstep: Class 22 contains 18879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135433088.000000 Penalty: 68511.132812
Iteration 6F: 21 clusters Score -1.354331e+08 nChanged 116758
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 142871 members 
Mstep: Class 2 contains 2710 members 
Mstep: Class 3 contains 29849 members 
Mstep: Class 4 contains 69904 members 
Mstep: Class 5 contains 75242 members 
Mstep: Class 6 contains 62487 members 
Mstep: Class 7 contains 21254 members 
Mstep: Class 8 contains 3699 members 
Mstep: Class 9 contains 225824 members 
Mstep: Class 10 contains 8948 members 
Mstep: Class 11 contains 124138 members 
Mstep: Class 12 contains 141191 members 
Mstep: Class 14 contains 10128 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 11509 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 4914 members 
Mstep: Class 21 contains 33592 members 
Mstep: Class 22 contains 16533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3217.302734 but Gain 3425.554688
Score: -135511984.000000 Penalty: 65085.578125
Iteration 7F: 20 clusters Score -1.35512e+08 nChanged 102427
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 134107 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 3 contains 29895 members 
Mstep: Class 4 contains 73042 members 
Mstep: Class 5 contains 70940 members 
Mstep: Class 6 contains 57019 members 
Mstep: Class 7 contains 16465 members 
Mstep: Class 8 contains 2722 members 
Mstep: Class 9 contains 256351 members 
Mstep: Class 10 contains 9190 members 
Mstep: Class 11 contains 115901 members 
Mstep: Class 12 contains 153127 members 
Mstep: Class 14 contains 5237 members 
Mstep: Class 16 contains 9916 members 
Mstep: Class 17 contains 7205 members 
Mstep: Class 18 contains 2514 members 
Mstep: Class 19 contains 4568 members 
Mstep: Class 21 contains 32476 members 
Mstep: Class 22 contains 13765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2319.056152 but Gain 3425.554688
Score: -135569104.000000 Penalty: 61660.023438
Iteration 8F: 19 clusters Score -1.355691e+08 nChanged 88011
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 125225 members 
Mstep: Class 2 contains 2758 members 
Mstep: Class 3 contains 29630 members 
Mstep: Class 4 contains 77809 members 
Mstep: Class 5 contains 66543 members 
Mstep: Class 6 contains 54147 members 
Mstep: Class 7 contains 13069 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 279446 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 106214 members 
Mstep: Class 12 contains 165515 members 
Mstep: Class 16 contains 8474 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 4228 members 
Mstep: Class 21 contains 32300 members 
Mstep: Class 22 contains 10986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2859.458008 but Gain 3425.558594
Score: -135601120.000000 Penalty: 58234.464844
Iteration 9F: 18 clusters Score -1.356011e+08 nChanged 72304
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 117393 members 
Mstep: Class 2 contains 2797 members 
Mstep: Class 3 contains 29190 members 
Mstep: Class 4 contains 83333 members 
Mstep: Class 5 contains 62743 members 
Mstep: Class 6 contains 52415 members 
Mstep: Class 7 contains 10719 members 
Mstep: Class 9 contains 291507 members 
Mstep: Class 10 contains 9795 members 
Mstep: Class 11 contains 98706 members 
Mstep: Class 12 contains 177026 members 
Mstep: Class 16 contains 7327 members 
Mstep: Class 17 contains 6310 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 21 contains 32915 members 
Mstep: Class 22 contains 8693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135620688.000000 Penalty: 58234.464844
Iteration 10F: 18 clusters Score -1.356207e+08 nChanged 58239
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 110930 members 
Mstep: Class 2 contains 2821 members 
Mstep: Class 3 contains 28587 members 
Mstep: Class 4 contains 88566 members 
Mstep: Class 5 contains 59880 members 
Mstep: Class 6 contains 51635 members 
Mstep: Class 7 contains 9099 members 
Mstep: Class 9 contains 296798 members 
Mstep: Class 10 contains 10082 members 
Mstep: Class 11 contains 93746 members 
Mstep: Class 12 contains 185523 members 
Mstep: Class 16 contains 6441 members 
Mstep: Class 17 contains 6031 members 
Mstep: Class 18 contains 2236 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 21 contains 34066 members 
Mstep: Class 22 contains 7005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135634720.000000 Penalty: 58234.464844
Iteration 11F: 18 clusters Score -1.356347e+08 nChanged 48315
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 106079 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 27997 members 
Mstep: Class 4 contains 93296 members 
Mstep: Class 5 contains 57629 members 
Mstep: Class 6 contains 51251 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 9 contains 298289 members 
Mstep: Class 10 contains 10408 members 
Mstep: Class 11 contains 91419 members 
Mstep: Class 12 contains 191340 members 
Mstep: Class 16 contains 5777 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 2151 members 
Mstep: Class 19 contains 3575 members 
Mstep: Class 21 contains 35378 members 
Mstep: Class 22 contains 5957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135647760.000000 Penalty: 58234.464844
Iteration 12Q: 18 clusters Score -1.356478e+08 nChanged 41491
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 102022 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 27517 members 
Mstep: Class 4 contains 97412 members 
Mstep: Class 5 contains 55864 members 
Mstep: Class 6 contains 51000 members 
Mstep: Class 7 contains 7070 members 
Mstep: Class 9 contains 297555 members 
Mstep: Class 10 contains 10669 members 
Mstep: Class 11 contains 91107 members 
Mstep: Class 12 contains 195646 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 5737 members 
Mstep: Class 18 contains 2068 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 21 contains 36581 members 
Mstep: Class 22 contains 5236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135661536.000000 Penalty: 58234.464844
Iteration 13Q: 18 clusters Score -1.356615e+08 nChanged 35650
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 2891 members 
Mstep: Class 3 contains 27096 members 
Mstep: Class 4 contains 100784 members 
Mstep: Class 5 contains 54364 members 
Mstep: Class 6 contains 50752 members 
Mstep: Class 7 contains 6325 members 
Mstep: Class 9 contains 295912 members 
Mstep: Class 10 contains 10868 members 
Mstep: Class 11 contains 92005 members 
Mstep: Class 12 contains 198690 members 
Mstep: Class 16 contains 4849 members 
Mstep: Class 17 contains 5765 members 
Mstep: Class 18 contains 1988 members 
Mstep: Class 19 contains 3635 members 
Mstep: Class 21 contains 37701 members 
Mstep: Class 22 contains 4744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135673312.000000 Penalty: 58234.464844
Iteration 14Q: 18 clusters Score -1.356733e+08 nChanged 30127
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 96036 members 
Mstep: Class 2 contains 2925 members 
Mstep: Class 3 contains 26733 members 
Mstep: Class 4 contains 103674 members 
Mstep: Class 5 contains 52995 members 
Mstep: Class 6 contains 50481 members 
Mstep: Class 7 contains 5712 members 
Mstep: Class 9 contains 293948 members 
Mstep: Class 10 contains 11010 members 
Mstep: Class 11 contains 93483 members 
Mstep: Class 12 contains 200948 members 
Mstep: Class 16 contains 4497 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 3819 members 
Mstep: Class 21 contains 38634 members 
Mstep: Class 22 contains 4523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135681984.000000 Penalty: 58234.464844
Iteration 15Q: 18 clusters Score -1.35682e+08 nChanged 25860
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 93606 members 
Mstep: Class 2 contains 2979 members 
Mstep: Class 3 contains 26461 members 
Mstep: Class 4 contains 106246 members 
Mstep: Class 5 contains 51580 members 
Mstep: Class 6 contains 50172 members 
Mstep: Class 7 contains 5239 members 
Mstep: Class 9 contains 291984 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 95328 members 
Mstep: Class 12 contains 202613 members 
Mstep: Class 16 contains 4187 members 
Mstep: Class 17 contains 5935 members 
Mstep: Class 18 contains 1842 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 21 contains 39418 members 
Mstep: Class 22 contains 4436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135689920.000000 Penalty: 58234.464844
Iteration 16Q: 18 clusters Score -1.356899e+08 nChanged 22040
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 91487 members 
Mstep: Class 2 contains 3036 members 
Mstep: Class 3 contains 26216 members 
Mstep: Class 4 contains 108541 members 
Mstep: Class 5 contains 50129 members 
Mstep: Class 6 contains 49863 members 
Mstep: Class 7 contains 4843 members 
Mstep: Class 9 contains 289984 members 
Mstep: Class 10 contains 11200 members 
Mstep: Class 11 contains 97382 members 
Mstep: Class 12 contains 204012 members 
Mstep: Class 16 contains 3928 members 
Mstep: Class 17 contains 6035 members 
Mstep: Class 18 contains 1768 members 
Mstep: Class 19 contains 4284 members 
Mstep: Class 21 contains 40027 members 
Mstep: Class 22 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135696336.000000 Penalty: 58234.464844
Iteration 17Q: 18 clusters Score -1.356963e+08 nChanged 18981
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 89576 members 
Mstep: Class 2 contains 3114 members 
Mstep: Class 3 contains 26035 members 
Mstep: Class 4 contains 110522 members 
Mstep: Class 5 contains 48720 members 
Mstep: Class 6 contains 49503 members 
Mstep: Class 7 contains 4525 members 
Mstep: Class 9 contains 287982 members 
Mstep: Class 10 contains 11316 members 
Mstep: Class 11 contains 99462 members 
Mstep: Class 12 contains 205262 members 
Mstep: Class 16 contains 3707 members 
Mstep: Class 17 contains 6155 members 
Mstep: Class 18 contains 1685 members 
Mstep: Class 19 contains 4555 members 
Mstep: Class 21 contains 40576 members 
Mstep: Class 22 contains 4475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135702064.000000 Penalty: 58234.464844
Iteration 18Q: 18 clusters Score -1.357021e+08 nChanged 16559
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 87913 members 
Mstep: Class 2 contains 3192 members 
Mstep: Class 3 contains 25866 members 
Mstep: Class 4 contains 112395 members 
Mstep: Class 5 contains 47329 members 
Mstep: Class 6 contains 49128 members 
Mstep: Class 7 contains 4258 members 
Mstep: Class 9 contains 285983 members 
Mstep: Class 10 contains 11450 members 
Mstep: Class 11 contains 101576 members 
Mstep: Class 12 contains 206299 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 4809 members 
Mstep: Class 21 contains 41065 members 
Mstep: Class 22 contains 4547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135707888.000000 Penalty: 58234.464844
Iteration 19Q: 18 clusters Score -1.357079e+08 nChanged 14532
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 86496 members 
Mstep: Class 2 contains 3256 members 
Mstep: Class 3 contains 25632 members 
Mstep: Class 4 contains 114037 members 
Mstep: Class 5 contains 45997 members 
Mstep: Class 6 contains 48719 members 
Mstep: Class 7 contains 4033 members 
Mstep: Class 9 contains 284309 members 
Mstep: Class 10 contains 11586 members 
Mstep: Class 11 contains 103742 members 
Mstep: Class 12 contains 207030 members 
Mstep: Class 16 contains 3340 members 
Mstep: Class 17 contains 6316 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 5059 members 
Mstep: Class 21 contains 41425 members 
Mstep: Class 22 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135713216.000000 Penalty: 58234.464844
Iteration 20F: 18 clusters Score -1.357132e+08 nChanged 13138
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 85197 members 
Mstep: Class 2 contains 3279 members 
Mstep: Class 3 contains 25359 members 
Mstep: Class 4 contains 115486 members 
Mstep: Class 5 contains 44707 members 
Mstep: Class 6 contains 48262 members 
Mstep: Class 7 contains 3838 members 
Mstep: Class 9 contains 282962 members 
Mstep: Class 10 contains 11718 members 
Mstep: Class 11 contains 105798 members 
Mstep: Class 12 contains 207515 members 
Mstep: Class 16 contains 3204 members 
Mstep: Class 17 contains 6400 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 5311 members 
Mstep: Class 21 contains 41777 members 
Mstep: Class 22 contains 4713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135717584.000000 Penalty: 58234.464844
Iteration 21Q: 18 clusters Score -1.357176e+08 nChanged 12148
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 84001 members 
Mstep: Class 2 contains 3301 members 
Mstep: Class 3 contains 25135 members 
Mstep: Class 4 contains 116715 members 
Mstep: Class 5 contains 43460 members 
Mstep: Class 6 contains 47821 members 
Mstep: Class 7 contains 3690 members 
Mstep: Class 9 contains 281603 members 
Mstep: Class 10 contains 11858 members 
Mstep: Class 11 contains 107876 members 
Mstep: Class 12 contains 207939 members 
Mstep: Class 16 contains 3090 members 
Mstep: Class 17 contains 6433 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 5569 members 
Mstep: Class 21 contains 42117 members 
Mstep: Class 22 contains 4854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135721200.000000 Penalty: 58234.464844
Iteration 22Q: 18 clusters Score -1.357212e+08 nChanged 11388
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 3335 members 
Mstep: Class 3 contains 24967 members 
Mstep: Class 4 contains 117846 members 
Mstep: Class 5 contains 42264 members 
Mstep: Class 6 contains 47385 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 9 contains 280248 members 
Mstep: Class 10 contains 12017 members 
Mstep: Class 11 contains 109798 members 
Mstep: Class 12 contains 208346 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 6447 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 19 contains 5811 members 
Mstep: Class 21 contains 42387 members 
Mstep: Class 22 contains 4969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135725088.000000 Penalty: 58234.464844
Iteration 23Q: 18 clusters Score -1.357251e+08 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 82127 members 
Mstep: Class 2 contains 3357 members 
Mstep: Class 3 contains 24816 members 
Mstep: Class 4 contains 118906 members 
Mstep: Class 5 contains 41063 members 
Mstep: Class 6 contains 46987 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 9 contains 278906 members 
Mstep: Class 10 contains 12170 members 
Mstep: Class 11 contains 111613 members 
Mstep: Class 12 contains 208782 members 
Mstep: Class 16 contains 2975 members 
Mstep: Class 17 contains 6473 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 6048 members 
Mstep: Class 21 contains 42671 members 
Mstep: Class 22 contains 5072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135727440.000000 Penalty: 58234.464844
Iteration 24Q: 18 clusters Score -1.357274e+08 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 81315 members 
Mstep: Class 2 contains 3361 members 
Mstep: Class 3 contains 24772 members 
Mstep: Class 4 contains 119927 members 
Mstep: Class 5 contains 39936 members 
Mstep: Class 6 contains 46624 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 9 contains 277637 members 
Mstep: Class 10 contains 12248 members 
Mstep: Class 11 contains 113287 members 
Mstep: Class 12 contains 209129 members 
Mstep: Class 16 contains 2931 members 
Mstep: Class 17 contains 6505 members 
Mstep: Class 18 contains 1796 members 
Mstep: Class 19 contains 6255 members 
Mstep: Class 21 contains 42887 members 
Mstep: Class 22 contains 5230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135730256.000000 Penalty: 58234.464844
Iteration 25Q: 18 clusters Score -1.357303e+08 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 80529 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 24714 members 
Mstep: Class 4 contains 120934 members 
Mstep: Class 5 contains 38853 members 
Mstep: Class 6 contains 46290 members 
Mstep: Class 7 contains 3225 members 
Mstep: Class 9 contains 276618 members 
Mstep: Class 10 contains 12347 members 
Mstep: Class 11 contains 114699 members 
Mstep: Class 12 contains 209457 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 6504 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 6465 members 
Mstep: Class 21 contains 43018 members 
Mstep: Class 22 contains 5419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135732320.000000 Penalty: 58234.464844
Iteration 26Q: 18 clusters Score -1.357323e+08 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 79827 members 
Mstep: Class 2 contains 3354 members 
Mstep: Class 3 contains 24700 members 
Mstep: Class 4 contains 121891 members 
Mstep: Class 5 contains 37826 members 
Mstep: Class 6 contains 45937 members 
Mstep: Class 7 contains 3123 members 
Mstep: Class 9 contains 275696 members 
Mstep: Class 10 contains 12432 members 
Mstep: Class 11 contains 115925 members 
Mstep: Class 12 contains 209788 members 
Mstep: Class 16 contains 2929 members 
Mstep: Class 17 contains 6503 members 
Mstep: Class 18 contains 1835 members 
Mstep: Class 19 contains 6669 members 
Mstep: Class 21 contains 43155 members 
Mstep: Class 22 contains 5583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135734896.000000 Penalty: 58234.464844
Iteration 27Q: 18 clusters Score -1.357349e+08 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 79251 members 
Mstep: Class 2 contains 3349 members 
Mstep: Class 3 contains 24714 members 
Mstep: Class 4 contains 122682 members 
Mstep: Class 5 contains 36874 members 
Mstep: Class 6 contains 45614 members 
Mstep: Class 7 contains 3029 members 
Mstep: Class 9 contains 274910 members 
Mstep: Class 10 contains 12519 members 
Mstep: Class 11 contains 116996 members 
Mstep: Class 12 contains 210144 members 
Mstep: Class 16 contains 2906 members 
Mstep: Class 17 contains 6480 members 
Mstep: Class 18 contains 1846 members 
Mstep: Class 19 contains 6864 members 
Mstep: Class 21 contains 43245 members 
Mstep: Class 22 contains 5750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135737280.000000 Penalty: 58234.464844
Iteration 28Q: 18 clusters Score -1.357373e+08 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 78616 members 
Mstep: Class 2 contains 3345 members 
Mstep: Class 3 contains 24755 members 
Mstep: Class 4 contains 123553 members 
Mstep: Class 5 contains 35938 members 
Mstep: Class 6 contains 45281 members 
Mstep: Class 7 contains 2950 members 
Mstep: Class 9 contains 274294 members 
Mstep: Class 10 contains 12578 members 
Mstep: Class 11 contains 117889 members 
Mstep: Class 12 contains 210531 members 
Mstep: Class 16 contains 2888 members 
Mstep: Class 17 contains 6469 members 
Mstep: Class 18 contains 1854 members 
Mstep: Class 19 contains 7031 members 
Mstep: Class 21 contains 43315 members 
Mstep: Class 22 contains 5886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135740192.000000 Penalty: 58234.464844
Iteration 29Q: 18 clusters Score -1.357402e+08 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 78044 members 
Mstep: Class 2 contains 3344 members 
Mstep: Class 3 contains 24834 members 
Mstep: Class 4 contains 124328 members 
Mstep: Class 5 contains 35041 members 
Mstep: Class 6 contains 44983 members 
Mstep: Class 7 contains 2889 members 
Mstep: Class 9 contains 273815 members 
Mstep: Class 10 contains 12623 members 
Mstep: Class 11 contains 118549 members 
Mstep: Class 12 contains 210927 members 
Mstep: Class 16 contains 2889 members 
Mstep: Class 17 contains 6468 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 7186 members 
Mstep: Class 21 contains 43365 members 
Mstep: Class 22 contains 6031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135742016.000000 Penalty: 58234.464844
Iteration 30Q: 18 clusters Score -1.35742e+08 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 77567 members 
Mstep: Class 2 contains 3341 members 
Mstep: Class 3 contains 24890 members 
Mstep: Class 4 contains 125123 members 
Mstep: Class 5 contains 34148 members 
Mstep: Class 6 contains 44708 members 
Mstep: Class 7 contains 2836 members 
Mstep: Class 9 contains 273363 members 
Mstep: Class 10 contains 12695 members 
Mstep: Class 11 contains 119022 members 
Mstep: Class 12 contains 211373 members 
Mstep: Class 16 contains 2920 members 
Mstep: Class 17 contains 6443 members 
Mstep: Class 18 contains 1851 members 
Mstep: Class 19 contains 7338 members 
Mstep: Class 21 contains 43385 members 
Mstep: Class 22 contains 6170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135743872.000000 Penalty: 58234.464844
Iteration 31Q: 18 clusters Score -1.357439e+08 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 77137 members 
Mstep: Class 2 contains 3339 members 
Mstep: Class 3 contains 24903 members 
Mstep: Class 4 contains 125965 members 
Mstep: Class 5 contains 33256 members 
Mstep: Class 6 contains 44443 members 
Mstep: Class 7 contains 2773 members 
Mstep: Class 9 contains 273045 members 
Mstep: Class 10 contains 12750 members 
Mstep: Class 11 contains 119301 members 
Mstep: Class 12 contains 211841 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 6404 members 
Mstep: Class 18 contains 1841 members 
Mstep: Class 19 contains 7481 members 
Mstep: Class 21 contains 43390 members 
Mstep: Class 22 contains 6312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135745072.000000 Penalty: 58234.464844
Iteration 32Q: 18 clusters Score -1.357451e+08 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 76643 members 
Mstep: Class 2 contains 3335 members 
Mstep: Class 3 contains 24909 members 
Mstep: Class 4 contains 126929 members 
Mstep: Class 5 contains 32393 members 
Mstep: Class 6 contains 44219 members 
Mstep: Class 7 contains 2725 members 
Mstep: Class 9 contains 272790 members 
Mstep: Class 10 contains 12805 members 
Mstep: Class 11 contains 119356 members 
Mstep: Class 12 contains 212267 members 
Mstep: Class 16 contains 3065 members 
Mstep: Class 17 contains 6371 members 
Mstep: Class 18 contains 1837 members 
Mstep: Class 19 contains 7632 members 
Mstep: Class 21 contains 43429 members 
Mstep: Class 22 contains 6468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135746608.000000 Penalty: 58234.464844
Iteration 33Q: 18 clusters Score -1.357466e+08 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 76211 members 
Mstep: Class 2 contains 3333 members 
Mstep: Class 3 contains 24913 members 
Mstep: Class 4 contains 127873 members 
Mstep: Class 5 contains 31519 members 
Mstep: Class 6 contains 44000 members 
Mstep: Class 7 contains 2688 members 
Mstep: Class 9 contains 272633 members 
Mstep: Class 10 contains 12853 members 
Mstep: Class 11 contains 119284 members 
Mstep: Class 12 contains 212697 members 
Mstep: Class 16 contains 3148 members 
Mstep: Class 17 contains 6363 members 
Mstep: Class 18 contains 1833 members 
Mstep: Class 19 contains 7783 members 
Mstep: Class 21 contains 43439 members 
Mstep: Class 22 contains 6603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135747296.000000 Penalty: 58234.464844
Iteration 34Q: 18 clusters Score -1.357473e+08 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 75831 members 
Mstep: Class 2 contains 3328 members 
Mstep: Class 3 contains 24883 members 
Mstep: Class 4 contains 128863 members 
Mstep: Class 5 contains 30618 members 
Mstep: Class 6 contains 43806 members 
Mstep: Class 7 contains 2652 members 
Mstep: Class 9 contains 272585 members 
Mstep: Class 10 contains 12899 members 
Mstep: Class 11 contains 119031 members 
Mstep: Class 12 contains 213184 members 
Mstep: Class 16 contains 3246 members 
Mstep: Class 17 contains 6380 members 
Mstep: Class 18 contains 1829 members 
Mstep: Class 19 contains 7923 members 
Mstep: Class 21 contains 43423 members 
Mstep: Class 22 contains 6692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135748240.000000 Penalty: 58234.464844
Iteration 35Q: 18 clusters Score -1.357482e+08 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 75449 members 
Mstep: Class 2 contains 3323 members 
Mstep: Class 3 contains 24869 members 
Mstep: Class 4 contains 129859 members 
Mstep: Class 5 contains 29722 members 
Mstep: Class 6 contains 43615 members 
Mstep: Class 7 contains 2618 members 
Mstep: Class 9 contains 272698 members 
Mstep: Class 10 contains 12957 members 
Mstep: Class 11 contains 118636 members 
Mstep: Class 12 contains 213661 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 1828 members 
Mstep: Class 19 contains 8043 members 
Mstep: Class 21 contains 43402 members 
Mstep: Class 22 contains 6791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135748944.000000 Penalty: 58234.464844
Iteration 36Q: 18 clusters Score -1.357489e+08 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 75054 members 
Mstep: Class 2 contains 3316 members 
Mstep: Class 3 contains 24851 members 
Mstep: Class 4 contains 130918 members 
Mstep: Class 5 contains 28775 members 
Mstep: Class 6 contains 43445 members 
Mstep: Class 7 contains 2591 members 
Mstep: Class 9 contains 272866 members 
Mstep: Class 10 contains 13012 members 
Mstep: Class 11 contains 118101 members 
Mstep: Class 12 contains 214193 members 
Mstep: Class 16 contains 3402 members 
Mstep: Class 17 contains 6404 members 
Mstep: Class 18 contains 1828 members 
Mstep: Class 19 contains 8147 members 
Mstep: Class 21 contains 43403 members 
Mstep: Class 22 contains 6867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135750064.000000 Penalty: 58234.464844
Iteration 37Q: 18 clusters Score -1.357501e+08 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 74685 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 24873 members 
Mstep: Class 4 contains 131925 members 
Mstep: Class 5 contains 27802 members 
Mstep: Class 6 contains 43284 members 
Mstep: Class 7 contains 2556 members 
Mstep: Class 9 contains 273111 members 
Mstep: Class 10 contains 13070 members 
Mstep: Class 11 contains 117478 members 
Mstep: Class 12 contains 214756 members 
Mstep: Class 16 contains 3472 members 
Mstep: Class 17 contains 6418 members 
Mstep: Class 18 contains 1825 members 
Mstep: Class 19 contains 8257 members 
Mstep: Class 21 contains 43419 members 
Mstep: Class 22 contains 6931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135750864.000000 Penalty: 58234.464844
Iteration 38Q: 18 clusters Score -1.357509e+08 nChanged 4942
Entering ConstructFrom: 
Score: -135750864.000000 Penalty: 58234.464844
Entering ConstructFrom: 
Trying to split cluster 1 (74278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Entering Unmasked Estep 
Score: -10400412.000000 Penalty: 2781.461426
	Iteration 0F: 2 clusters Score -1.040041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -10350530.000000 Penalty: 5562.922852
	Iteration 0F: 3 clusters Score -1.035053e+07 nChanged 34776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -10370213.000000 Penalty: 5562.922852
	Iteration 1F: 3 clusters Score -1.037021e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -10371018.000000 Penalty: 5562.922852
	Iteration 2Q: 3 clusters Score -1.037102e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -10372023.000000 Penalty: 5562.922852
	Iteration 3Q: 3 clusters Score -1.037202e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -10373128.000000 Penalty: 5562.922852
	Iteration 4Q: 3 clusters Score -1.037313e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -10374650.000000 Penalty: 5562.922852
	Iteration 5Q: 3 clusters Score -1.037465e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -10376610.000000 Penalty: 5562.922852
	Iteration 6F: 3 clusters Score -1.037661e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -10379137.000000 Penalty: 5562.922852
	Iteration 7F: 3 clusters Score -1.037914e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -10382473.000000 Penalty: 5562.922852
	Iteration 8F: 3 clusters Score -1.038247e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -10386082.000000 Penalty: 5562.922852
	Iteration 9F: 3 clusters Score -1.038608e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -10389070.000000 Penalty: 5562.922852
	Iteration 10F: 3 clusters Score -1.038907e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -10390829.000000 Penalty: 5562.922852
	Iteration 11Q: 3 clusters Score -1.039083e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -10391622.000000 Penalty: 5562.922852
	Iteration 12Q: 3 clusters Score -1.039162e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -10392209.000000 Penalty: 5562.922852
	Iteration 13Q: 3 clusters Score -1.039221e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -10392607.000000 Penalty: 5562.922852
	Iteration 14Q: 3 clusters Score -1.039261e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -10392953.000000 Penalty: 5562.922852
	Iteration 15Q: 3 clusters Score -1.039295e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -10393266.000000 Penalty: 5562.922852
	Iteration 16Q: 3 clusters Score -1.039327e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -10393584.000000 Penalty: 5562.922852
	Iteration 17Q: 3 clusters Score -1.039358e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -10393852.000000 Penalty: 5562.922852
	Iteration 18Q: 3 clusters Score -1.039385e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -10394060.000000 Penalty: 5562.922852
	Iteration 19Q: 3 clusters Score -1.039406e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -10394290.000000 Penalty: 5562.922852
	Iteration 20F: 3 clusters Score -1.039429e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -10394564.000000 Penalty: 5562.922852
	Iteration 21Q: 3 clusters Score -1.039456e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -10394694.000000 Penalty: 5562.922852
	Iteration 22Q: 3 clusters Score -1.039469e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 55196 members 
Entering Unmasked Estep 
Score: -10394882.000000 Penalty: 5562.922852
	Iteration 23Q: 3 clusters Score -1.039488e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 55803 members 
Entering Unmasked Estep 
Score: -10394990.000000 Penalty: 5562.922852
	Iteration 24Q: 3 clusters Score -1.039499e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -10395119.000000 Penalty: 5562.922852
	Iteration 25Q: 3 clusters Score -1.039512e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
Score: -10395235.000000 Penalty: 5562.922852
	Iteration 26Q: 3 clusters Score -1.039524e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 57607 members 
Entering Unmasked Estep 
Score: -10395393.000000 Penalty: 5562.922852
	Iteration 27Q: 3 clusters Score -1.039539e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -10395549.000000 Penalty: 5562.922852
	Iteration 28Q: 3 clusters Score -1.039555e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 58788 members 
Entering Unmasked Estep 
Score: -10395674.000000 Penalty: 5562.922852
	Iteration 29Q: 3 clusters Score -1.039567e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 59324 members 
Entering Unmasked Estep 
Score: -10395746.000000 Penalty: 5562.922852
	Iteration 30Q: 3 clusters Score -1.039575e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 59850 members 
Entering Unmasked Estep 
Score: -10395841.000000 Penalty: 5562.922852
	Iteration 31Q: 3 clusters Score -1.039584e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -10396013.000000 Penalty: 5562.922852
	Iteration 32Q: 3 clusters Score -1.039601e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -10396082.000000 Penalty: 5562.922852
	Iteration 33Q: 3 clusters Score -1.039608e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -10396166.000000 Penalty: 5562.922852
	Iteration 34Q: 3 clusters Score -1.039617e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 61819 members 
Entering Unmasked Estep 
Score: -10396243.000000 Penalty: 5562.922852
	Iteration 35Q: 3 clusters Score -1.039624e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 62284 members 
Entering Unmasked Estep 
Score: -10396357.000000 Penalty: 5562.922852
	Iteration 36Q: 3 clusters Score -1.039636e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 62773 members 
Entering Unmasked Estep 
Score: -10396451.000000 Penalty: 5562.922852
	Iteration 37Q: 3 clusters Score -1.039645e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 63229 members 
Entering Unmasked Estep 
Score: -10396554.000000 Penalty: 5562.922852
	Iteration 38Q: 3 clusters Score -1.039655e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -10396648.000000 Penalty: 5562.922852
	Iteration 39Q: 3 clusters Score -1.039665e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 64072 members 
Entering Unmasked Estep 
Score: -10396748.000000 Penalty: 5562.922852
	Iteration 40F: 3 clusters Score -1.039675e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -10396851.000000 Penalty: 5562.922852
	Iteration 41Q: 3 clusters Score -1.039685e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 64746 members 
Entering Unmasked Estep 
Score: -10396912.000000 Penalty: 5562.922852
	Iteration 42Q: 3 clusters Score -1.039691e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -10396997.000000 Penalty: 5562.922852
	Iteration 43Q: 3 clusters Score -1.0397e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -10397035.000000 Penalty: 5562.922852
	Iteration 44Q: 3 clusters Score -1.039704e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -10397077.000000 Penalty: 5562.922852
	Iteration 45Q: 3 clusters Score -1.039708e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -10397134.000000 Penalty: 5562.922852
	Iteration 46Q: 3 clusters Score -1.039713e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -10397182.000000 Penalty: 5562.922852
	Iteration 47Q: 3 clusters Score -1.039718e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -10397236.000000 Penalty: 5562.922852
	Iteration 48Q: 3 clusters Score -1.039724e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 66883 members 
Entering Unmasked Estep 
Score: -10397276.000000 Penalty: 5562.922852
	Iteration 49Q: 3 clusters Score -1.039728e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 67119 members 
Entering Unmasked Estep 
Score: -10397333.000000 Penalty: 5562.922852
	Iteration 50Q: 3 clusters Score -1.039733e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 67338 members 
Entering Unmasked Estep 
Score: -10397368.000000 Penalty: 5562.922852
	Iteration 51Q: 3 clusters Score -1.039737e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 67550 members 
Entering Unmasked Estep 
Score: -10397404.000000 Penalty: 5562.922852
	Iteration 52Q: 3 clusters Score -1.03974e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
Score: -10397415.000000 Penalty: 5562.922852
	Iteration 53Q: 3 clusters Score -1.039742e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 67937 members 
Entering Unmasked Estep 
Score: -10397440.000000 Penalty: 5562.922852
	Iteration 54Q: 3 clusters Score -1.039744e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 68091 members 
Entering Unmasked Estep 
Score: -10397440.000000 Penalty: 5562.922852
	Iteration 55Q: 3 clusters Score -1.039744e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -10397483.000000 Penalty: 5562.922852
	Iteration 56Q: 3 clusters Score -1.039748e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 68387 members 
Entering Unmasked Estep 
Score: -10397505.000000 Penalty: 5562.922852
	Iteration 57Q: 3 clusters Score -1.03975e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 68509 members 
Entering Unmasked Estep 
Score: -10397527.000000 Penalty: 5562.922852
	Iteration 58Q: 3 clusters Score -1.039753e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 68620 members 
Entering Unmasked Estep 
Score: -10397536.000000 Penalty: 5562.922852
	Iteration 59Q: 3 clusters Score -1.039754e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 68718 members 
Entering Unmasked Estep 
Score: -10397538.000000 Penalty: 5562.922852
	Iteration 60F: 3 clusters Score -1.039754e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 68815 members 
Entering Unmasked Estep 
Score: -10397547.000000 Penalty: 5562.922852
	Iteration 61Q: 3 clusters Score -1.039755e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -10397547.000000 Penalty: 5562.922852
	Iteration 62Q: 3 clusters Score -1.039755e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 68965 members 
Entering Unmasked Estep 
Score: -10397563.000000 Penalty: 5562.922852
	Iteration 63Q: 3 clusters Score -1.039756e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 69029 members 
Entering Unmasked Estep 
Score: -10397572.000000 Penalty: 5562.922852
	Iteration 64Q: 3 clusters Score -1.039757e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 69085 members 
Entering Unmasked Estep 
Score: -10397584.000000 Penalty: 5562.922852
	Iteration 65Q: 3 clusters Score -1.039758e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -10397580.000000 Penalty: 5562.922852
	Iteration 66Q: 3 clusters Score -1.039758e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 69202 members 
Entering Unmasked Estep 
Score: -10397577.000000 Penalty: 5562.922852
	Iteration 67Q: 3 clusters Score -1.039758e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 69271 members 
Entering Unmasked Estep 
Score: -10397575.000000 Penalty: 5562.922852
	Iteration 68Q: 3 clusters Score -1.039758e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -10397588.000000 Penalty: 5562.922852
	Iteration 69Q: 3 clusters Score -1.039759e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 69413 members 
Entering Unmasked Estep 
Score: -10397584.000000 Penalty: 5562.922852
	Iteration 70Q: 3 clusters Score -1.039758e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 69483 members 
Entering Unmasked Estep 
Score: -10397600.000000 Penalty: 5562.922852
	Iteration 71Q: 3 clusters Score -1.03976e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 69539 members 
Entering Unmasked Estep 
Score: -10397589.000000 Penalty: 5562.922852
	Iteration 72Q: 3 clusters Score -1.039759e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
Score: -10397614.000000 Penalty: 5562.922852
	Iteration 73Q: 3 clusters Score -1.039761e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 69652 members 
Entering Unmasked Estep 
Score: -10397625.000000 Penalty: 5562.922852
	Iteration 74Q: 3 clusters Score -1.039762e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 69703 members 
Entering Unmasked Estep 
Score: -10397631.000000 Penalty: 5562.922852
	Iteration 75Q: 3 clusters Score -1.039763e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
Score: -10397640.000000 Penalty: 5562.922852
	Iteration 76Q: 3 clusters Score -1.039764e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -10397641.000000 Penalty: 5562.922852
	Iteration 77Q: 3 clusters Score -1.039764e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 69825 members 
Entering Unmasked Estep 
Score: -10397638.000000 Penalty: 5562.922852
	Iteration 78Q: 3 clusters Score -1.039764e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -10397657.000000 Penalty: 5562.922852
	Iteration 79Q: 3 clusters Score -1.039766e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 69885 members 
Entering Unmasked Estep 
Score: -10397668.000000 Penalty: 5562.922852
	Iteration 80F: 3 clusters Score -1.039767e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -10397696.000000 Penalty: 5562.922852
	Iteration 81Q: 3 clusters Score -1.03977e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 69966 members 
Entering Unmasked Estep 
Score: -10397703.000000 Penalty: 5562.922852
	Iteration 82Q: 3 clusters Score -1.03977e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 70008 members 
Entering Unmasked Estep 
Score: -10397719.000000 Penalty: 5562.922852
	Iteration 83Q: 3 clusters Score -1.039772e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 70045 members 
Entering Unmasked Estep 
Score: -10397716.000000 Penalty: 5562.922852
	Iteration 84Q: 3 clusters Score -1.039772e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -10397727.000000 Penalty: 5562.922852
	Iteration 85Q: 3 clusters Score -1.039773e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 70117 members 
Entering Unmasked Estep 
Score: -10397720.000000 Penalty: 5562.922852
	Iteration 86Q: 3 clusters Score -1.039772e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 70156 members 
Entering Unmasked Estep 
Score: -10397741.000000 Penalty: 5562.922852
	Iteration 87Q: 3 clusters Score -1.039774e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 70195 members 
Entering Unmasked Estep 
Score: -10397731.000000 Penalty: 5562.922852
	Iteration 88Q: 3 clusters Score -1.039773e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 70225 members 
Entering Unmasked Estep 
Score: -10397733.000000 Penalty: 5562.922852
	Iteration 89Q: 3 clusters Score -1.039773e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 70251 members 
Entering Unmasked Estep 
Score: -10397754.000000 Penalty: 5562.922852
	Iteration 90Q: 3 clusters Score -1.039775e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 70282 members 
Entering Unmasked Estep 
Score: -10397760.000000 Penalty: 5562.922852
	Iteration 91Q: 3 clusters Score -1.039776e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 70313 members 
Entering Unmasked Estep 
Score: -10397753.000000 Penalty: 5562.922852
	Iteration 92Q: 3 clusters Score -1.039775e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 70341 members 
Entering Unmasked Estep 
Score: -10397768.000000 Penalty: 5562.922852
	Iteration 93Q: 3 clusters Score -1.039777e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 70368 members 
Entering Unmasked Estep 
Score: -10397757.000000 Penalty: 5562.922852
	Iteration 94Q: 3 clusters Score -1.039776e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 70401 members 
Entering Unmasked Estep 
Score: -10397759.000000 Penalty: 5562.922852
	Iteration 95Q: 3 clusters Score -1.039776e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
Score: -10397777.000000 Penalty: 5562.922852
	Iteration 96Q: 3 clusters Score -1.039778e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 70452 members 
Entering Unmasked Estep 
Score: -10397769.000000 Penalty: 5562.922852
	Iteration 97Q: 3 clusters Score -1.039777e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 70467 members 
Entering Unmasked Estep 
Score: -10397789.000000 Penalty: 5562.922852
	Iteration 98Q: 3 clusters Score -1.039779e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 70486 members 
Entering Unmasked Estep 
Score: -10397805.000000 Penalty: 5562.922852
	Iteration 99Q: 3 clusters Score -1.03978e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -10397803.000000 Penalty: 5562.922852
	Iteration 100F: 3 clusters Score -1.03978e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 70518 members 
Entering Unmasked Estep 
Score: -10397804.000000 Penalty: 5562.922852
	Iteration 101Q: 3 clusters Score -1.03978e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 70534 members 
Entering Unmasked Estep 
Score: -10397812.000000 Penalty: 5562.922852
	Iteration 102Q: 3 clusters Score -1.039781e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 70555 members 
Entering Unmasked Estep 
Score: -10397826.000000 Penalty: 5562.922852
	Iteration 103Q: 3 clusters Score -1.039783e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 70582 members 
Entering Unmasked Estep 
Score: -10397811.000000 Penalty: 5562.922852
	Iteration 104Q: 3 clusters Score -1.039781e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 70617 members 
Entering Unmasked Estep 
Score: -10397812.000000 Penalty: 5562.922852
	Iteration 105Q: 3 clusters Score -1.039781e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -10397818.000000 Penalty: 5562.922852
	Iteration 106Q: 3 clusters Score -1.039782e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 70675 members 
Entering Unmasked Estep 
Score: -10397841.000000 Penalty: 5562.922852
	Iteration 107Q: 3 clusters Score -1.039784e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -10397840.000000 Penalty: 5562.922852
	Iteration 108Q: 3 clusters Score -1.039784e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 70715 members 
Entering Unmasked Estep 
Score: -10397832.000000 Penalty: 5562.922852
	Iteration 109Q: 3 clusters Score -1.039783e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 70744 members 
Entering Unmasked Estep 
Score: -10397855.000000 Penalty: 5562.922852
	Iteration 110Q: 3 clusters Score -1.039786e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 70775 members 
Entering Unmasked Estep 
Score: -10397859.000000 Penalty: 5562.922852
	Iteration 111Q: 3 clusters Score -1.039786e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 70802 members 
Entering Unmasked Estep 
Score: -10397859.000000 Penalty: 5562.922852
	Iteration 112Q: 3 clusters Score -1.039786e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -10397874.000000 Penalty: 5562.922852
	Iteration 113Q: 3 clusters Score -1.039787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 70839 members 
Entering Unmasked Estep 
Score: -10397866.000000 Penalty: 5562.922852
	Iteration 114Q: 3 clusters Score -1.039787e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 70857 members 
Entering Unmasked Estep 
Score: -10397871.000000 Penalty: 5562.922852
	Iteration 115Q: 3 clusters Score -1.039787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 70870 members 
Entering Unmasked Estep 
Score: -10397882.000000 Penalty: 5562.922852
	Iteration 116Q: 3 clusters Score -1.039788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 70876 members 
Entering Unmasked Estep 
Score: -10397890.000000 Penalty: 5562.922852
	Iteration 117Q: 3 clusters Score -1.039789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 70885 members 
Entering Unmasked Estep 
Score: -10397894.000000 Penalty: 5562.922852
	Iteration 118Q: 3 clusters Score -1.039789e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 70896 members 
Entering Unmasked Estep 
Score: -10397891.000000 Penalty: 5562.922852
	Iteration 119Q: 3 clusters Score -1.039789e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 70910 members 
Entering Unmasked Estep 
Score: -10397890.000000 Penalty: 5562.922852
	Iteration 120F: 3 clusters Score -1.039789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 70918 members 
Entering Unmasked Estep 
Score: -10397881.000000 Penalty: 5562.922852
	Iteration 121Q: 3 clusters Score -1.039788e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 70929 members 
Entering Unmasked Estep 
Score: -10397890.000000 Penalty: 5562.922852
	Iteration 122Q: 3 clusters Score -1.039789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 70932 members 
Entering Unmasked Estep 
Score: -10397878.000000 Penalty: 5562.922852
	Iteration 123Q: 3 clusters Score -1.039788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 70937 members 
Entering Unmasked Estep 
Score: -10397886.000000 Penalty: 5562.922852
	Iteration 124Q: 3 clusters Score -1.039789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -10397882.000000 Penalty: 5562.922852
	Iteration 125Q: 3 clusters Score -1.039788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -10397870.000000 Penalty: 5562.922852
	Iteration 126Q: 3 clusters Score -1.039787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 70952 members 
Entering Unmasked Estep 
Score: -10397878.000000 Penalty: 5562.922852
	Iteration 127Q: 3 clusters Score -1.039788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -10397881.000000 Penalty: 5562.922852
	Iteration 128Q: 3 clusters Score -1.039788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 70962 members 
Entering Unmasked Estep 
Score: -10397886.000000 Penalty: 5562.922852
	Iteration 129Q: 3 clusters Score -1.039789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 70964 members 
Entering Unmasked Estep 
Score: -10397875.000000 Penalty: 5562.922852
	Iteration 130Q: 3 clusters Score -1.039788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 70967 members 
Entering Unmasked Estep 
Score: -10397881.000000 Penalty: 5562.922852
	Iteration 131Q: 3 clusters Score -1.039788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 70971 members 
Entering Unmasked Estep 
Score: -10397884.000000 Penalty: 5562.922852
	Iteration 132Q: 3 clusters Score -1.039788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 70975 members 
Entering Unmasked Estep 
Score: -10397881.000000 Penalty: 5562.922852
	Iteration 133Q: 3 clusters Score -1.039788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -10397890.000000 Penalty: 5562.922852
	Iteration 134Q: 3 clusters Score -1.039789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 70989 members 
Entering Unmasked Estep 
Score: -10397894.000000 Penalty: 5562.922852
	Iteration 135Q: 3 clusters Score -1.039789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -10397888.000000 Penalty: 5562.922852
	Iteration 136Q: 3 clusters Score -1.039789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 71001 members 
Entering Unmasked Estep 
Score: -10397887.000000 Penalty: 5562.922852
	Iteration 137Q: 3 clusters Score -1.039789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 71005 members 
Entering Unmasked Estep 
Score: -10397878.000000 Penalty: 5562.922852
	Iteration 138Q: 3 clusters Score -1.039788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 71010 members 
Entering Unmasked Estep 
Score: -10397892.000000 Penalty: 5562.922852
	Iteration 139Q: 3 clusters Score -1.039789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 71014 members 
Entering Unmasked Estep 
Score: -10397877.000000 Penalty: 5562.922852
	Iteration 140F: 3 clusters Score -1.039788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 71017 members 
Entering Unmasked Estep 
Score: -10397891.000000 Penalty: 5562.922852
	Iteration 141Q: 3 clusters Score -1.039789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 71021 members 
Entering Unmasked Estep 
Score: -10397894.000000 Penalty: 5562.922852
	Iteration 142Q: 3 clusters Score -1.039789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 71023 members 
Entering Unmasked Estep 
Score: -10397890.000000 Penalty: 5562.922852
	Iteration 143Q: 3 clusters Score -1.039789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 71023 members 
Entering Unmasked Estep 
Score: -10397890.000000 Penalty: 5562.922852
	Iteration 144F: 3 clusters Score -1.039789e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Entering Unmasked Estep 
Score: -387704.281250 Penalty: 2009.966553
	Iteration 0F: 2 clusters Score -387704.3 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 1661 members 
Entering Unmasked Estep 
Score: -384903.468750 Penalty: 4019.933105
	Iteration 0F: 3 clusters Score -384903.5 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -389475.062500 Penalty: 4019.933105
	Iteration 1F: 3 clusters Score -389475.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -393329.031250 Penalty: 4019.933105
	Iteration 2F: 3 clusters Score -393329 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -395219.437500 Penalty: 4019.933105
	Iteration 3F: 3 clusters Score -395219.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -395712.500000 Penalty: 4019.933105
	Iteration 4Q: 3 clusters Score -395712.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -395881.468750 Penalty: 4019.933105
	Iteration 5Q: 3 clusters Score -395881.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -395958.187500 Penalty: 4019.933105
	Iteration 6Q: 3 clusters Score -395958.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -395964.625000 Penalty: 4019.933105
	Iteration 7Q: 3 clusters Score -395964.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -395966.031250 Penalty: 4019.933105
	Iteration 8Q: 3 clusters Score -395966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -395966.031250 Penalty: 4019.933105
	Iteration 9F: 3 clusters Score -395966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 1017 members 
Mstep: Class 3 contains 24909 members 
Mstep: Class 4 contains 133004 members 
Mstep: Class 5 contains 26814 members 
Mstep: Class 6 contains 43137 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 273299 members 
Mstep: Class 10 contains 13109 members 
Mstep: Class 11 contains 116869 members 
Mstep: Class 12 contains 215343 members 
Mstep: Class 16 contains 3542 members 
Mstep: Class 17 contains 6411 members 
Mstep: Class 18 contains 1828 members 
Mstep: Class 19 contains 8355 members 
Mstep: Class 21 contains 43440 members 
Mstep: Class 22 contains 7006 members 
Entering Unmasked Estep 
Score: -135757392.000000 Penalty: 61660.023438
Splitting cluster 2 changes total score from -135750864.000000 to -135757392.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (24909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Entering Unmasked Estep 
Score: -3322950.500000 Penalty: 2510.500244
	Iteration 0F: 2 clusters Score -3322950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -3305800.000000 Penalty: 5021.000488
	Iteration 0F: 3 clusters Score -3305800 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -3311662.500000 Penalty: 5021.000488
	Iteration 1F: 3 clusters Score -3311662 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -3312157.250000 Penalty: 5021.000488
	Iteration 2Q: 3 clusters Score -3312157 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3312868.500000 Penalty: 5021.000488
	Iteration 3Q: 3 clusters Score -3312868 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -3313873.250000 Penalty: 5021.000488
	Iteration 4F: 3 clusters Score -3313873 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3315372.000000 Penalty: 5021.000488
	Iteration 5F: 3 clusters Score -3315372 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -3317148.750000 Penalty: 5021.000488
	Iteration 6F: 3 clusters Score -3317149 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -3318711.000000 Penalty: 5021.000488
	Iteration 7F: 3 clusters Score -3318711 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3319687.000000 Penalty: 5021.000488
	Iteration 8F: 3 clusters Score -3319687 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3320224.000000 Penalty: 5021.000488
	Iteration 9Q: 3 clusters Score -3320224 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -3320503.000000 Penalty: 5021.000488
	Iteration 10Q: 3 clusters Score -3320503 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -3320657.500000 Penalty: 5021.000488
	Iteration 11Q: 3 clusters Score -3320658 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -3320753.750000 Penalty: 5021.000488
	Iteration 12Q: 3 clusters Score -3320754 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -3320826.000000 Penalty: 5021.000488
	Iteration 13Q: 3 clusters Score -3320826 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -3320900.000000 Penalty: 5021.000488
	Iteration 14Q: 3 clusters Score -3320900 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -3320956.500000 Penalty: 5021.000488
	Iteration 15Q: 3 clusters Score -3320956 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -3321017.750000 Penalty: 5021.000488
	Iteration 16Q: 3 clusters Score -3321018 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -3321081.750000 Penalty: 5021.000488
	Iteration 17Q: 3 clusters Score -3321082 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3321134.000000 Penalty: 5021.000488
	Iteration 18Q: 3 clusters Score -3321134 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -3321171.500000 Penalty: 5021.000488
	Iteration 19Q: 3 clusters Score -3321172 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -3321226.250000 Penalty: 5021.000488
	Iteration 20F: 3 clusters Score -3321226 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -3321297.500000 Penalty: 5021.000488
	Iteration 21Q: 3 clusters Score -3321298 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -3321366.500000 Penalty: 5021.000488
	Iteration 22Q: 3 clusters Score -3321366 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -3321423.500000 Penalty: 5021.000488
	Iteration 23Q: 3 clusters Score -3321424 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -3321462.000000 Penalty: 5021.000488
	Iteration 24Q: 3 clusters Score -3321462 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3321523.500000 Penalty: 5021.000488
	Iteration 25Q: 3 clusters Score -3321524 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -3321570.250000 Penalty: 5021.000488
	Iteration 26Q: 3 clusters Score -3321570 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -3321618.250000 Penalty: 5021.000488
	Iteration 27Q: 3 clusters Score -3321618 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -3321669.000000 Penalty: 5021.000488
	Iteration 28Q: 3 clusters Score -3321669 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -3321713.750000 Penalty: 5021.000488
	Iteration 29Q: 3 clusters Score -3321714 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -3321743.250000 Penalty: 5021.000488
	Iteration 30Q: 3 clusters Score -3321743 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -3321770.000000 Penalty: 5021.000488
	Iteration 31Q: 3 clusters Score -3321770 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -3321794.000000 Penalty: 5021.000488
	Iteration 32Q: 3 clusters Score -3321794 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -3321818.250000 Penalty: 5021.000488
	Iteration 33Q: 3 clusters Score -3321818 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -3321827.250000 Penalty: 5021.000488
	Iteration 34Q: 3 clusters Score -3321827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3321835.750000 Penalty: 5021.000488
	Iteration 35Q: 3 clusters Score -3321836 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3321837.750000 Penalty: 5021.000488
	Iteration 36Q: 3 clusters Score -3321838 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -3321853.000000 Penalty: 5021.000488
	Iteration 37Q: 3 clusters Score -3321853 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3321863.000000 Penalty: 5021.000488
	Iteration 38Q: 3 clusters Score -3321863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3321871.750000 Penalty: 5021.000488
	Iteration 39Q: 3 clusters Score -3321872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3321880.250000 Penalty: 5021.000488
	Iteration 40F: 3 clusters Score -3321880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -3321891.000000 Penalty: 5021.000488
	Iteration 41Q: 3 clusters Score -3321891 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3321899.000000 Penalty: 5021.000488
	Iteration 42Q: 3 clusters Score -3321899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -3321902.000000 Penalty: 5021.000488
	Iteration 43Q: 3 clusters Score -3321902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -3321904.000000 Penalty: 5021.000488
	Iteration 44Q: 3 clusters Score -3321904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3321910.500000 Penalty: 5021.000488
	Iteration 45Q: 3 clusters Score -3321910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -3321920.750000 Penalty: 5021.000488
	Iteration 46Q: 3 clusters Score -3321921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -3321920.750000 Penalty: 5021.000488
	Iteration 47Q: 3 clusters Score -3321921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -3321926.500000 Penalty: 5021.000488
	Iteration 48Q: 3 clusters Score -3321926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -3321922.750000 Penalty: 5021.000488
	Iteration 49Q: 3 clusters Score -3321923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -3321927.750000 Penalty: 5021.000488
	Iteration 50Q: 3 clusters Score -3321928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -3321926.000000 Penalty: 5021.000488
	Iteration 51Q: 3 clusters Score -3321926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -3321929.250000 Penalty: 5021.000488
	Iteration 52Q: 3 clusters Score -3321929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -3321933.250000 Penalty: 5021.000488
	Iteration 53Q: 3 clusters Score -3321933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -3321930.750000 Penalty: 5021.000488
	Iteration 54Q: 3 clusters Score -3321931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -3321933.500000 Penalty: 5021.000488
	Iteration 55Q: 3 clusters Score -3321934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3321938.250000 Penalty: 5021.000488
	Iteration 56Q: 3 clusters Score -3321938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3321938.000000 Penalty: 5021.000488
	Iteration 57Q: 3 clusters Score -3321938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -3321944.000000 Penalty: 5021.000488
	Iteration 58Q: 3 clusters Score -3321944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -3321947.000000 Penalty: 5021.000488
	Iteration 59Q: 3 clusters Score -3321947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -3321940.250000 Penalty: 5021.000488
	Iteration 60F: 3 clusters Score -3321940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -3321948.750000 Penalty: 5021.000488
	Iteration 61Q: 3 clusters Score -3321949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -3321944.750000 Penalty: 5021.000488
	Iteration 62Q: 3 clusters Score -3321945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -3321949.250000 Penalty: 5021.000488
	Iteration 63Q: 3 clusters Score -3321949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -3321951.500000 Penalty: 5021.000488
	Iteration 64Q: 3 clusters Score -3321952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -3321952.750000 Penalty: 5021.000488
	Iteration 65Q: 3 clusters Score -3321953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -3321962.250000 Penalty: 5021.000488
	Iteration 66Q: 3 clusters Score -3321962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3321965.250000 Penalty: 5021.000488
	Iteration 67Q: 3 clusters Score -3321965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3321963.750000 Penalty: 5021.000488
	Iteration 68Q: 3 clusters Score -3321964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -3321969.250000 Penalty: 5021.000488
	Iteration 69Q: 3 clusters Score -3321969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3321971.000000 Penalty: 5021.000488
	Iteration 70Q: 3 clusters Score -3321971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3321966.750000 Penalty: 5021.000488
	Iteration 71Q: 3 clusters Score -3321967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3321966.500000 Penalty: 5021.000488
	Iteration 72Q: 3 clusters Score -3321966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3321966.500000 Penalty: 5021.000488
	Iteration 73Q: 3 clusters Score -3321966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -3321965.750000 Penalty: 5021.000488
	Iteration 74Q: 3 clusters Score -3321966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3321970.750000 Penalty: 5021.000488
	Iteration 75Q: 3 clusters Score -3321971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3321966.000000 Penalty: 5021.000488
	Iteration 76Q: 3 clusters Score -3321966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3321966.000000 Penalty: 5021.000488
	Iteration 77F: 3 clusters Score -3321966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (133004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133004 members 
Entering Unmasked Estep 
Score: -18503838.000000 Penalty: 2925.937500
	Iteration 0F: 2 clusters Score -1.850384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
Score: -18415642.000000 Penalty: 5851.875000
	Iteration 0F: 3 clusters Score -1.841564e+07 nChanged 63373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 68425 members 
Entering Unmasked Estep 
Score: -18452232.000000 Penalty: 5851.875000
	Iteration 1F: 3 clusters Score -1.845223e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 69696 members 
Entering Unmasked Estep 
Score: -18453322.000000 Penalty: 5851.875000
	Iteration 2Q: 3 clusters Score -1.845332e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61271 members 
Mstep: Class 2 contains 71733 members 
Entering Unmasked Estep 
Score: -18454770.000000 Penalty: 5851.875000
	Iteration 3Q: 3 clusters Score -1.845477e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -18456722.000000 Penalty: 5851.875000
	Iteration 4Q: 3 clusters Score -1.845672e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
Score: -18459718.000000 Penalty: 5851.875000
	Iteration 5F: 3 clusters Score -1.845972e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 85825 members 
Entering Unmasked Estep 
Score: -18464218.000000 Penalty: 5851.875000
	Iteration 6F: 3 clusters Score -1.846422e+07 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 93566 members 
Entering Unmasked Estep 
Score: -18469624.000000 Penalty: 5851.875000
	Iteration 7F: 3 clusters Score -1.846962e+07 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 101865 members 
Entering Unmasked Estep 
Score: -18475696.000000 Penalty: 5851.875000
	Iteration 8F: 3 clusters Score -1.84757e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 109831 members 
Entering Unmasked Estep 
Score: -18481450.000000 Penalty: 5851.875000
	Iteration 9F: 3 clusters Score -1.848145e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 116943 members 
Entering Unmasked Estep 
Score: -18486940.000000 Penalty: 5851.875000
	Iteration 10F: 3 clusters Score -1.848694e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 122827 members 
Entering Unmasked Estep 
Score: -18491676.000000 Penalty: 5851.875000
	Iteration 11Q: 3 clusters Score -1.849168e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 127502 members 
Entering Unmasked Estep 
Score: -18496002.000000 Penalty: 5851.875000
	Iteration 12Q: 3 clusters Score -1.8496e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 130659 members 
Entering Unmasked Estep 
Score: -18499130.000000 Penalty: 5851.875000
	Iteration 13Q: 3 clusters Score -1.849913e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 132086 members 
Entering Unmasked Estep 
Score: -18500434.000000 Penalty: 5851.875000
	Iteration 14Q: 3 clusters Score -1.850043e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 132554 members 
Entering Unmasked Estep 
Score: -18500900.000000 Penalty: 5851.875000
	Iteration 15Q: 3 clusters Score -1.85009e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 132688 members 
Entering Unmasked Estep 
Score: -18501054.000000 Penalty: 5851.875000
	Iteration 16Q: 3 clusters Score -1.850105e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 132738 members 
Entering Unmasked Estep 
Score: -18501142.000000 Penalty: 5851.875000
	Iteration 17Q: 3 clusters Score -1.850114e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 132761 members 
Entering Unmasked Estep 
Score: -18501182.000000 Penalty: 5851.875000
	Iteration 18Q: 3 clusters Score -1.850118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 132773 members 
Entering Unmasked Estep 
Score: -18501234.000000 Penalty: 5851.875000
	Iteration 19Q: 3 clusters Score -1.850123e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 132784 members 
Entering Unmasked Estep 
Score: -18501258.000000 Penalty: 5851.875000
	Iteration 20F: 3 clusters Score -1.850126e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 132789 members 
Entering Unmasked Estep 
Score: -18501280.000000 Penalty: 5851.875000
	Iteration 21Q: 3 clusters Score -1.850128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 132791 members 
Entering Unmasked Estep 
Score: -18501296.000000 Penalty: 5851.875000
	Iteration 22Q: 3 clusters Score -1.85013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 132793 members 
Entering Unmasked Estep 
Score: -18501306.000000 Penalty: 5851.875000
	Iteration 23Q: 3 clusters Score -1.850131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 132794 members 
Entering Unmasked Estep 
Score: -18501308.000000 Penalty: 5851.875000
	Iteration 24Q: 3 clusters Score -1.850131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 132794 members 
Entering Unmasked Estep 
Score: -18501308.000000 Penalty: 5851.875000
	Iteration 25F: 3 clusters Score -1.850131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Entering Unmasked Estep 
Score: -3872923.000000 Penalty: 2528.776367
	Iteration 0F: 2 clusters Score -3872923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3854499.000000 Penalty: 5057.552734
	Iteration 0F: 3 clusters Score -3854499 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3860876.250000 Penalty: 5057.552734
	Iteration 1F: 3 clusters Score -3860876 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3861194.750000 Penalty: 5057.552734
	Iteration 2Q: 3 clusters Score -3861195 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -3861450.750000 Penalty: 5057.552734
	Iteration 3Q: 3 clusters Score -3861451 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -3861663.250000 Penalty: 5057.552734
	Iteration 4Q: 3 clusters Score -3861663 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3861855.250000 Penalty: 5057.552734
	Iteration 5Q: 3 clusters Score -3861855 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -3862090.250000 Penalty: 5057.552734
	Iteration 6Q: 3 clusters Score -3862090 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -3862344.000000 Penalty: 5057.552734
	Iteration 7Q: 3 clusters Score -3862344 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -3862712.750000 Penalty: 5057.552734
	Iteration 8Q: 3 clusters Score -3862713 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -3863300.000000 Penalty: 5057.552734
	Iteration 9Q: 3 clusters Score -3863300 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -3864245.500000 Penalty: 5057.552734
	Iteration 10F: 3 clusters Score -3864246 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -3865669.250000 Penalty: 5057.552734
	Iteration 11F: 3 clusters Score -3865669 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -3867382.250000 Penalty: 5057.552734
	Iteration 12F: 3 clusters Score -3867382 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3868904.250000 Penalty: 5057.552734
	Iteration 13F: 3 clusters Score -3868904 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -3869826.500000 Penalty: 5057.552734
	Iteration 14Q: 3 clusters Score -3869826 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -3870252.250000 Penalty: 5057.552734
	Iteration 15Q: 3 clusters Score -3870252 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -3870436.750000 Penalty: 5057.552734
	Iteration 16Q: 3 clusters Score -3870437 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3870524.500000 Penalty: 5057.552734
	Iteration 17Q: 3 clusters Score -3870524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -3870565.750000 Penalty: 5057.552734
	Iteration 18Q: 3 clusters Score -3870566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -3870590.000000 Penalty: 5057.552734
	Iteration 19Q: 3 clusters Score -3870590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -3870609.000000 Penalty: 5057.552734
	Iteration 20F: 3 clusters Score -3870609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -3870629.000000 Penalty: 5057.552734
	Iteration 21Q: 3 clusters Score -3870629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -3870644.000000 Penalty: 5057.552734
	Iteration 22Q: 3 clusters Score -3870644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -3870650.250000 Penalty: 5057.552734
	Iteration 23Q: 3 clusters Score -3870650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3870654.750000 Penalty: 5057.552734
	Iteration 24Q: 3 clusters Score -3870655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -3870656.000000 Penalty: 5057.552734
	Iteration 25Q: 3 clusters Score -3870656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -3870657.750000 Penalty: 5057.552734
	Iteration 26Q: 3 clusters Score -3870658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -3870660.000000 Penalty: 5057.552734
	Iteration 27Q: 3 clusters Score -3870660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -3870660.000000 Penalty: 5057.552734
	Iteration 28F: 3 clusters Score -3870660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Entering Unmasked Estep 
Score: -5769481.000000 Penalty: 2646.689697
	Iteration 0F: 2 clusters Score -5769481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -5740189.000000 Penalty: 5293.379395
	Iteration 0F: 3 clusters Score -5740189 nChanged 19803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -5751410.000000 Penalty: 5293.379395
	Iteration 1F: 3 clusters Score -5751410 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -5753050.000000 Penalty: 5293.379395
	Iteration 2F: 3 clusters Score -5753050 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -5755925.000000 Penalty: 5293.379395
	Iteration 3F: 3 clusters Score -5755925 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -5759847.500000 Penalty: 5293.379395
	Iteration 4F: 3 clusters Score -5759848 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -5763933.000000 Penalty: 5293.379395
	Iteration 5F: 3 clusters Score -5763933 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -5766860.000000 Penalty: 5293.379395
	Iteration 6F: 3 clusters Score -5766860 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -5768243.500000 Penalty: 5293.379395
	Iteration 7Q: 3 clusters Score -5768244 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -5768905.500000 Penalty: 5293.379395
	Iteration 8Q: 3 clusters Score -5768906 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -5769324.000000 Penalty: 5293.379395
	Iteration 9Q: 3 clusters Score -5769324 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -5769617.500000 Penalty: 5293.379395
	Iteration 10Q: 3 clusters Score -5769618 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -5769879.500000 Penalty: 5293.379395
	Iteration 11Q: 3 clusters Score -5769880 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -5770150.500000 Penalty: 5293.379395
	Iteration 12Q: 3 clusters Score -5770150 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -5770443.500000 Penalty: 5293.379395
	Iteration 13Q: 3 clusters Score -5770444 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -5770723.500000 Penalty: 5293.379395
	Iteration 14Q: 3 clusters Score -5770724 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -5770913.000000 Penalty: 5293.379395
	Iteration 15Q: 3 clusters Score -5770913 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -5771024.000000 Penalty: 5293.379395
	Iteration 16Q: 3 clusters Score -5771024 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -5771095.500000 Penalty: 5293.379395
	Iteration 17Q: 3 clusters Score -5771096 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -5771148.500000 Penalty: 5293.379395
	Iteration 18Q: 3 clusters Score -5771148 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -5771153.500000 Penalty: 5293.379395
	Iteration 19Q: 3 clusters Score -5771154 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -5771164.000000 Penalty: 5293.379395
	Iteration 20F: 3 clusters Score -5771164 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -5771200.500000 Penalty: 5293.379395
	Iteration 21Q: 3 clusters Score -5771200 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -5771196.500000 Penalty: 5293.379395
	Iteration 22Q: 3 clusters Score -5771196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -5771195.500000 Penalty: 5293.379395
	Iteration 23Q: 3 clusters Score -5771196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -5771193.500000 Penalty: 5293.379395
	Iteration 24Q: 3 clusters Score -5771194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -5771216.500000 Penalty: 5293.379395
	Iteration 25Q: 3 clusters Score -5771216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -5771231.000000 Penalty: 5293.379395
	Iteration 26Q: 3 clusters Score -5771231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -5771220.000000 Penalty: 5293.379395
	Iteration 27Q: 3 clusters Score -5771220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -5771225.000000 Penalty: 5293.379395
	Iteration 28Q: 3 clusters Score -5771225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -5771237.500000 Penalty: 5293.379395
	Iteration 29Q: 3 clusters Score -5771238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -5771235.500000 Penalty: 5293.379395
	Iteration 30Q: 3 clusters Score -5771236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -5771235.500000 Penalty: 5293.379395
	Iteration 31Q: 3 clusters Score -5771236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -5771238.500000 Penalty: 5293.379395
	Iteration 32Q: 3 clusters Score -5771238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -5771230.000000 Penalty: 5293.379395
	Iteration 33Q: 3 clusters Score -5771230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -5771231.500000 Penalty: 5293.379395
	Iteration 34Q: 3 clusters Score -5771232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -5771231.500000 Penalty: 5293.379395
	Iteration 35Q: 3 clusters Score -5771232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -5771228.000000 Penalty: 5293.379395
	Iteration 36Q: 3 clusters Score -5771228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -5771233.000000 Penalty: 5293.379395
	Iteration 37Q: 3 clusters Score -5771233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -5771236.000000 Penalty: 5293.379395
	Iteration 38Q: 3 clusters Score -5771236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -5771234.000000 Penalty: 5293.379395
	Iteration 39Q: 3 clusters Score -5771234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -5771233.500000 Penalty: 5293.379395
	Iteration 40F: 3 clusters Score -5771234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -5771234.000000 Penalty: 5293.379395
	Iteration 41Q: 3 clusters Score -5771234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -5771233.500000 Penalty: 5293.379395
	Iteration 42Q: 3 clusters Score -5771234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -5771233.500000 Penalty: 5293.379395
	Iteration 43F: 3 clusters Score -5771234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 1017 members 
Mstep: Class 3 contains 24909 members 
Mstep: Class 4 contains 133004 members 
Mstep: Class 5 contains 26814 members 
Mstep: Class 6 contains 2072 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 273299 members 
Mstep: Class 10 contains 13109 members 
Mstep: Class 11 contains 116869 members 
Mstep: Class 12 contains 215343 members 
Mstep: Class 13 contains 41065 members 
Mstep: Class 16 contains 3542 members 
Mstep: Class 17 contains 6411 members 
Mstep: Class 18 contains 1828 members 
Mstep: Class 19 contains 8355 members 
Mstep: Class 21 contains 43440 members 
Mstep: Class 22 contains 7006 members 
Entering Unmasked Estep 
Score: -135758480.000000 Penalty: 65085.578125
Splitting cluster 6 changes total score from -135750864.000000 to -135758480.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 7 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -324991.093750 Penalty: 1942.241089
	Iteration 0F: 2 clusters Score -324991.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -322162.187500 Penalty: 3884.482178
	Iteration 0F: 3 clusters Score -322162.2 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -323202.250000 Penalty: 3884.482178
	Iteration 1F: 3 clusters Score -323202.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -323632.406250 Penalty: 3884.482178
	Iteration 2F: 3 clusters Score -323632.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -323847.437500 Penalty: 3884.482178
	Iteration 3F: 3 clusters Score -323847.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -324010.656250 Penalty: 3884.482178
	Iteration 4F: 3 clusters Score -324010.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -324152.156250 Penalty: 3884.482178
	Iteration 5Q: 3 clusters Score -324152.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -324299.656250 Penalty: 3884.482178
	Iteration 6Q: 3 clusters Score -324299.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -324455.687500 Penalty: 3884.482178
	Iteration 7Q: 3 clusters Score -324455.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -324616.031250 Penalty: 3884.482178
	Iteration 8Q: 3 clusters Score -324616 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -324718.343750 Penalty: 3884.482178
	Iteration 9Q: 3 clusters Score -324718.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -324772.031250 Penalty: 3884.482178
	Iteration 10Q: 3 clusters Score -324772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -324808.812500 Penalty: 3884.482178
	Iteration 11Q: 3 clusters Score -324808.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -324856.812500 Penalty: 3884.482178
	Iteration 12Q: 3 clusters Score -324856.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -324908.750000 Penalty: 3884.482178
	Iteration 13Q: 3 clusters Score -324908.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -324940.687500 Penalty: 3884.482178
	Iteration 14Q: 3 clusters Score -324940.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -324968.312500 Penalty: 3884.482178
	Iteration 15Q: 3 clusters Score -324968.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -324992.406250 Penalty: 3884.482178
	Iteration 16Q: 3 clusters Score -324992.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -325009.875000 Penalty: 3884.482178
	Iteration 17Q: 3 clusters Score -325009.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -325020.656250 Penalty: 3884.482178
	Iteration 18Q: 3 clusters Score -325020.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -325023.968750 Penalty: 3884.482178
	Iteration 19Q: 3 clusters Score -325024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -325026.093750 Penalty: 3884.482178
	Iteration 20F: 3 clusters Score -325026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -325028.437500 Penalty: 3884.482178
	Iteration 21Q: 3 clusters Score -325028.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -325030.031250 Penalty: 3884.482178
	Iteration 22Q: 3 clusters Score -325030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -325033.062500 Penalty: 3884.482178
	Iteration 23Q: 3 clusters Score -325033.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -325035.687500 Penalty: 3884.482178
	Iteration 24Q: 3 clusters Score -325035.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -325037.562500 Penalty: 3884.482178
	Iteration 25Q: 3 clusters Score -325037.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -325037.562500 Penalty: 3884.482178
	Iteration 26F: 3 clusters Score -325037.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 1017 members 
Mstep: Class 3 contains 24909 members 
Mstep: Class 4 contains 133004 members 
Mstep: Class 5 contains 26814 members 
Mstep: Class 6 contains 2072 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 273299 members 
Mstep: Class 10 contains 13109 members 
Mstep: Class 11 contains 116869 members 
Mstep: Class 12 contains 215343 members 
Mstep: Class 13 contains 41065 members 
Mstep: Class 14 contains 489 members 
Mstep: Class 16 contains 3542 members 
Mstep: Class 17 contains 6411 members 
Mstep: Class 18 contains 1828 members 
Mstep: Class 19 contains 8355 members 
Mstep: Class 21 contains 43440 members 
Mstep: Class 22 contains 7006 members 
Entering Unmasked Estep 
Score: -135757072.000000 Penalty: 68511.132812
Splitting cluster 7 changes total score from -135750864.000000 to -135757072.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 9 (273299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273299 members 
Entering Unmasked Estep 
Score: -37475532.000000 Penalty: 3104.543945
	Iteration 0F: 2 clusters Score -3.747553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136998 members 
Mstep: Class 2 contains 136301 members 
Entering Unmasked Estep 
Score: -37304312.000000 Penalty: 6209.087891
	Iteration 0F: 3 clusters Score -3.730431e+07 nChanged 132144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142758 members 
Mstep: Class 2 contains 130541 members 
Entering Unmasked Estep 
Score: -37381480.000000 Penalty: 6209.087891
	Iteration 1F: 3 clusters Score -3.738148e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146600 members 
Mstep: Class 2 contains 126699 members 
Entering Unmasked Estep 
Score: -37383404.000000 Penalty: 6209.087891
	Iteration 2Q: 3 clusters Score -3.73834e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152587 members 
Mstep: Class 2 contains 120712 members 
Entering Unmasked Estep 
Score: -37385924.000000 Penalty: 6209.087891
	Iteration 3Q: 3 clusters Score -3.738592e+07 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161829 members 
Mstep: Class 2 contains 111470 members 
Entering Unmasked Estep 
Score: -37390688.000000 Penalty: 6209.087891
	Iteration 4Q: 3 clusters Score -3.739069e+07 nChanged 14643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175584 members 
Mstep: Class 2 contains 97715 members 
Entering Unmasked Estep 
Score: -37399264.000000 Penalty: 6209.087891
	Iteration 5F: 3 clusters Score -3.739926e+07 nChanged 19531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194713 members 
Mstep: Class 2 contains 78586 members 
Entering Unmasked Estep 
Score: -37413892.000000 Penalty: 6209.087891
	Iteration 6F: 3 clusters Score -3.741389e+07 nChanged 23212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217773 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -37434824.000000 Penalty: 6209.087891
	Iteration 7F: 3 clusters Score -3.743482e+07 nChanged 22728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240473 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -37454896.000000 Penalty: 6209.087891
	Iteration 8F: 3 clusters Score -3.74549e+07 nChanged 16903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257358 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -37466404.000000 Penalty: 6209.087891
	Iteration 9F: 3 clusters Score -3.74664e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266381 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -37470968.000000 Penalty: 6209.087891
	Iteration 10Q: 3 clusters Score -3.747097e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270147 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -37472584.000000 Penalty: 6209.087891
	Iteration 11Q: 3 clusters Score -3.747258e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271477 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -37473144.000000 Penalty: 6209.087891
	Iteration 12Q: 3 clusters Score -3.747314e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271963 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -37473308.000000 Penalty: 6209.087891
	Iteration 13Q: 3 clusters Score -3.747331e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272135 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -37473448.000000 Penalty: 6209.087891
	Iteration 14Q: 3 clusters Score -3.747345e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272233 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -37473556.000000 Penalty: 6209.087891
	Iteration 15Q: 3 clusters Score -3.747356e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272281 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -37473588.000000 Penalty: 6209.087891
	Iteration 16Q: 3 clusters Score -3.747359e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272314 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -37473636.000000 Penalty: 6209.087891
	Iteration 17Q: 3 clusters Score -3.747364e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272325 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -37473636.000000 Penalty: 6209.087891
	Iteration 18Q: 3 clusters Score -3.747364e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272343 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -37473628.000000 Penalty: 6209.087891
	Iteration 19Q: 3 clusters Score -3.747363e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272351 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -37473636.000000 Penalty: 6209.087891
	Iteration 20F: 3 clusters Score -3.747364e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272362 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -37473664.000000 Penalty: 6209.087891
	Iteration 21Q: 3 clusters Score -3.747366e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272375 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -37473632.000000 Penalty: 6209.087891
	Iteration 22Q: 3 clusters Score -3.747363e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272383 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -37473680.000000 Penalty: 6209.087891
	Iteration 23Q: 3 clusters Score -3.747368e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272390 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -37473684.000000 Penalty: 6209.087891
	Iteration 24Q: 3 clusters Score -3.747368e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272393 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -37473708.000000 Penalty: 6209.087891
	Iteration 25Q: 3 clusters Score -3.747371e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272385 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -37473724.000000 Penalty: 6209.087891
	Iteration 26Q: 3 clusters Score -3.747372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272381 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -37473732.000000 Penalty: 6209.087891
	Iteration 27Q: 3 clusters Score -3.747373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272385 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -37473720.000000 Penalty: 6209.087891
	Iteration 28Q: 3 clusters Score -3.747372e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272378 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -37473740.000000 Penalty: 6209.087891
	Iteration 29Q: 3 clusters Score -3.747374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272373 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -37473748.000000 Penalty: 6209.087891
	Iteration 30Q: 3 clusters Score -3.747375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272369 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -37473740.000000 Penalty: 6209.087891
	Iteration 31Q: 3 clusters Score -3.747374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272372 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -37473716.000000 Penalty: 6209.087891
	Iteration 32Q: 3 clusters Score -3.747372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272374 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -37473760.000000 Penalty: 6209.087891
	Iteration 33Q: 3 clusters Score -3.747376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272377 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -37473780.000000 Penalty: 6209.087891
	Iteration 34Q: 3 clusters Score -3.747378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272387 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -37473780.000000 Penalty: 6209.087891
	Iteration 35Q: 3 clusters Score -3.747378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272389 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -37473752.000000 Penalty: 6209.087891
	Iteration 36Q: 3 clusters Score -3.747375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272391 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -37473756.000000 Penalty: 6209.087891
	Iteration 37Q: 3 clusters Score -3.747376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272390 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -37473756.000000 Penalty: 6209.087891
	Iteration 38Q: 3 clusters Score -3.747376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272391 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -37473752.000000 Penalty: 6209.087891
	Iteration 39Q: 3 clusters Score -3.747375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272392 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -37473760.000000 Penalty: 6209.087891
	Iteration 40F: 3 clusters Score -3.747376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272391 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -37473772.000000 Penalty: 6209.087891
	Iteration 41Q: 3 clusters Score -3.747377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272390 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -37473764.000000 Penalty: 6209.087891
	Iteration 42Q: 3 clusters Score -3.747376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272390 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -37473764.000000 Penalty: 6209.087891
	Iteration 43F: 3 clusters Score -3.747376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Entering Unmasked Estep 
Score: -1763004.250000 Penalty: 2351.301514
	Iteration 0F: 2 clusters Score -1763004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1753286.625000 Penalty: 4702.603027
	Iteration 0F: 3 clusters Score -1753287 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1756303.125000 Penalty: 4702.603027
	Iteration 1F: 3 clusters Score -1756303 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1756649.875000 Penalty: 4702.603027
	Iteration 2F: 3 clusters Score -1756650 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1756926.875000 Penalty: 4702.603027
	Iteration 3Q: 3 clusters Score -1756927 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1757188.125000 Penalty: 4702.603027
	Iteration 4Q: 3 clusters Score -1757188 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1757477.375000 Penalty: 4702.603027
	Iteration 5Q: 3 clusters Score -1757477 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1757833.375000 Penalty: 4702.603027
	Iteration 6Q: 3 clusters Score -1757833 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1758257.750000 Penalty: 4702.603027
	Iteration 7F: 3 clusters Score -1758258 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1758713.375000 Penalty: 4702.603027
	Iteration 8F: 3 clusters Score -1758713 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1759131.750000 Penalty: 4702.603027
	Iteration 9Q: 3 clusters Score -1759132 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1759510.875000 Penalty: 4702.603027
	Iteration 10Q: 3 clusters Score -1759511 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1759803.375000 Penalty: 4702.603027
	Iteration 11Q: 3 clusters Score -1759803 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1760037.125000 Penalty: 4702.603027
	Iteration 12Q: 3 clusters Score -1760037 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1760290.750000 Penalty: 4702.603027
	Iteration 13Q: 3 clusters Score -1760291 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1760614.125000 Penalty: 4702.603027
	Iteration 14Q: 3 clusters Score -1760614 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1760943.250000 Penalty: 4702.603027
	Iteration 15Q: 3 clusters Score -1760943 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1761208.500000 Penalty: 4702.603027
	Iteration 16Q: 3 clusters Score -1761208 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1761367.625000 Penalty: 4702.603027
	Iteration 17Q: 3 clusters Score -1761368 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1761472.000000 Penalty: 4702.603027
	Iteration 18Q: 3 clusters Score -1761472 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1761517.250000 Penalty: 4702.603027
	Iteration 19Q: 3 clusters Score -1761517 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1761547.375000 Penalty: 4702.603027
	Iteration 20F: 3 clusters Score -1761547 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1761574.375000 Penalty: 4702.603027
	Iteration 21Q: 3 clusters Score -1761574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1761587.500000 Penalty: 4702.603027
	Iteration 22Q: 3 clusters Score -1761588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1761599.375000 Penalty: 4702.603027
	Iteration 23Q: 3 clusters Score -1761599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1761603.875000 Penalty: 4702.603027
	Iteration 24Q: 3 clusters Score -1761604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1761613.750000 Penalty: 4702.603027
	Iteration 25Q: 3 clusters Score -1761614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1761625.875000 Penalty: 4702.603027
	Iteration 26Q: 3 clusters Score -1761626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1761633.000000 Penalty: 4702.603027
	Iteration 27Q: 3 clusters Score -1761633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1761635.125000 Penalty: 4702.603027
	Iteration 28Q: 3 clusters Score -1761635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1761638.625000 Penalty: 4702.603027
	Iteration 29Q: 3 clusters Score -1761639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1761644.125000 Penalty: 4702.603027
	Iteration 30Q: 3 clusters Score -1761644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1761644.750000 Penalty: 4702.603027
	Iteration 31Q: 3 clusters Score -1761645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1761649.000000 Penalty: 4702.603027
	Iteration 32Q: 3 clusters Score -1761649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1761648.125000 Penalty: 4702.603027
	Iteration 33Q: 3 clusters Score -1761648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1761646.500000 Penalty: 4702.603027
	Iteration 34Q: 3 clusters Score -1761646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1761647.500000 Penalty: 4702.603027
	Iteration 35Q: 3 clusters Score -1761648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1761649.875000 Penalty: 4702.603027
	Iteration 36Q: 3 clusters Score -1761650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1761652.125000 Penalty: 4702.603027
	Iteration 37Q: 3 clusters Score -1761652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1761652.875000 Penalty: 4702.603027
	Iteration 38Q: 3 clusters Score -1761653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1761652.875000 Penalty: 4702.603027
	Iteration 39Q: 3 clusters Score -1761653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1761655.375000 Penalty: 4702.603027
	Iteration 40F: 3 clusters Score -1761655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1761657.500000 Penalty: 4702.603027
	Iteration 41Q: 3 clusters Score -1761658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1761658.250000 Penalty: 4702.603027
	Iteration 42Q: 3 clusters Score -1761658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1761658.250000 Penalty: 4702.603027
	Iteration 43F: 3 clusters Score -1761658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (116869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116869 members 
Entering Unmasked Estep 
Score: -16256562.000000 Penalty: 2893.864502
	Iteration 0F: 2 clusters Score -1.625656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 58177 members 
Entering Unmasked Estep 
Score: -16178243.000000 Penalty: 5787.729004
	Iteration 0F: 3 clusters Score -1.617824e+07 nChanged 55557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62313 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -16210155.000000 Penalty: 5787.729004
	Iteration 1F: 3 clusters Score -1.621016e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64664 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -16211441.000000 Penalty: 5787.729004
	Iteration 2Q: 3 clusters Score -1.621144e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -16213385.000000 Penalty: 5787.729004
	Iteration 3Q: 3 clusters Score -1.621338e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73605 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -16216764.000000 Penalty: 5787.729004
	Iteration 4F: 3 clusters Score -1.621676e+07 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81070 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -16222285.000000 Penalty: 5787.729004
	Iteration 5F: 3 clusters Score -1.622228e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90356 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -16230363.000000 Penalty: 5787.729004
	Iteration 6F: 3 clusters Score -1.623036e+07 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99574 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -16239294.000000 Penalty: 5787.729004
	Iteration 7F: 3 clusters Score -1.623929e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106691 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -16246344.000000 Penalty: 5787.729004
	Iteration 8F: 3 clusters Score -1.624634e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110879 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -16250227.000000 Penalty: 5787.729004
	Iteration 9Q: 3 clusters Score -1.625023e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113051 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -16252138.000000 Penalty: 5787.729004
	Iteration 10Q: 3 clusters Score -1.625214e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114123 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -16253014.000000 Penalty: 5787.729004
	Iteration 11Q: 3 clusters Score -1.625301e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114761 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -16253465.000000 Penalty: 5787.729004
	Iteration 12Q: 3 clusters Score -1.625346e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115138 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -16253673.000000 Penalty: 5787.729004
	Iteration 13Q: 3 clusters Score -1.625367e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115371 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -16253843.000000 Penalty: 5787.729004
	Iteration 14Q: 3 clusters Score -1.625384e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115520 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -16253982.000000 Penalty: 5787.729004
	Iteration 15Q: 3 clusters Score -1.625398e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115617 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -16254071.000000 Penalty: 5787.729004
	Iteration 16Q: 3 clusters Score -1.625407e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115676 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -16254132.000000 Penalty: 5787.729004
	Iteration 17Q: 3 clusters Score -1.625413e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115719 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -16254200.000000 Penalty: 5787.729004
	Iteration 18Q: 3 clusters Score -1.62542e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115760 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -16254248.000000 Penalty: 5787.729004
	Iteration 19Q: 3 clusters Score -1.625425e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115785 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -16254263.000000 Penalty: 5787.729004
	Iteration 20F: 3 clusters Score -1.625426e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115798 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -16254280.000000 Penalty: 5787.729004
	Iteration 21Q: 3 clusters Score -1.625428e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115804 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -16254297.000000 Penalty: 5787.729004
	Iteration 22Q: 3 clusters Score -1.62543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115810 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -16254299.000000 Penalty: 5787.729004
	Iteration 23Q: 3 clusters Score -1.62543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115822 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -16254303.000000 Penalty: 5787.729004
	Iteration 24Q: 3 clusters Score -1.62543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115824 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -16254303.000000 Penalty: 5787.729004
	Iteration 25Q: 3 clusters Score -1.62543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115826 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -16254309.000000 Penalty: 5787.729004
	Iteration 26Q: 3 clusters Score -1.625431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115825 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -16254309.000000 Penalty: 5787.729004
	Iteration 27Q: 3 clusters Score -1.625431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115828 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -16254313.000000 Penalty: 5787.729004
	Iteration 28Q: 3 clusters Score -1.625431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115829 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -16254303.000000 Penalty: 5787.729004
	Iteration 29Q: 3 clusters Score -1.62543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115830 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -16254307.000000 Penalty: 5787.729004
	Iteration 30Q: 3 clusters Score -1.625431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115832 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -16254307.000000 Penalty: 5787.729004
	Iteration 31Q: 3 clusters Score -1.625431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115835 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16254313.000000 Penalty: 5787.729004
	Iteration 32Q: 3 clusters Score -1.625431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115835 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16254311.000000 Penalty: 5787.729004
	Iteration 33Q: 3 clusters Score -1.625431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115836 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -16254317.000000 Penalty: 5787.729004
	Iteration 34Q: 3 clusters Score -1.625432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115835 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16254322.000000 Penalty: 5787.729004
	Iteration 35Q: 3 clusters Score -1.625432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115834 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -16254317.000000 Penalty: 5787.729004
	Iteration 36Q: 3 clusters Score -1.625432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115835 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16254314.000000 Penalty: 5787.729004
	Iteration 37Q: 3 clusters Score -1.625431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115837 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -16254327.000000 Penalty: 5787.729004
	Iteration 38Q: 3 clusters Score -1.625433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115840 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -16254326.000000 Penalty: 5787.729004
	Iteration 39Q: 3 clusters Score -1.625433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115839 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -16254323.000000 Penalty: 5787.729004
	Iteration 40F: 3 clusters Score -1.625432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115840 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -16254322.000000 Penalty: 5787.729004
	Iteration 41Q: 3 clusters Score -1.625432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115839 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -16254326.000000 Penalty: 5787.729004
	Iteration 42Q: 3 clusters Score -1.625433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115839 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -16254326.000000 Penalty: 5787.729004
	Iteration 43F: 3 clusters Score -1.625433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (215343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215343 members 
Entering Unmasked Estep 
Score: -30006684.000000 Penalty: 3045.436768
	Iteration 0F: 2 clusters Score -3.000668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107616 members 
Mstep: Class 2 contains 107727 members 
Entering Unmasked Estep 
Score: -29881564.000000 Penalty: 6090.873535
	Iteration 0F: 3 clusters Score -2.988156e+07 nChanged 103844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106922 members 
Mstep: Class 2 contains 108421 members 
Entering Unmasked Estep 
Score: -29942114.000000 Penalty: 6090.873535
	Iteration 1F: 3 clusters Score -2.994211e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106568 members 
Mstep: Class 2 contains 108775 members 
Entering Unmasked Estep 
Score: -29943192.000000 Penalty: 6090.873535
	Iteration 2Q: 3 clusters Score -2.994319e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106093 members 
Mstep: Class 2 contains 109250 members 
Entering Unmasked Estep 
Score: -29944412.000000 Penalty: 6090.873535
	Iteration 3Q: 3 clusters Score -2.994441e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105338 members 
Mstep: Class 2 contains 110005 members 
Entering Unmasked Estep 
Score: -29945978.000000 Penalty: 6090.873535
	Iteration 4Q: 3 clusters Score -2.994598e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104257 members 
Mstep: Class 2 contains 111086 members 
Entering Unmasked Estep 
Score: -29948044.000000 Penalty: 6090.873535
	Iteration 5Q: 3 clusters Score -2.994804e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102807 members 
Mstep: Class 2 contains 112536 members 
Entering Unmasked Estep 
Score: -29951122.000000 Penalty: 6090.873535
	Iteration 6Q: 3 clusters Score -2.995112e+07 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100916 members 
Mstep: Class 2 contains 114427 members 
Entering Unmasked Estep 
Score: -29955656.000000 Penalty: 6090.873535
	Iteration 7Q: 3 clusters Score -2.995566e+07 nChanged 11133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98469 members 
Mstep: Class 2 contains 116874 members 
Entering Unmasked Estep 
Score: -29962240.000000 Penalty: 6090.873535
	Iteration 8F: 3 clusters Score -2.996224e+07 nChanged 12953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95724 members 
Mstep: Class 2 contains 119619 members 
Entering Unmasked Estep 
Score: -29971116.000000 Penalty: 6090.873535
	Iteration 9F: 3 clusters Score -2.997112e+07 nChanged 13619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93215 members 
Mstep: Class 2 contains 122128 members 
Entering Unmasked Estep 
Score: -29980224.000000 Penalty: 6090.873535
	Iteration 10F: 3 clusters Score -2.998022e+07 nChanged 11647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91258 members 
Mstep: Class 2 contains 124085 members 
Entering Unmasked Estep 
Score: -29985682.000000 Penalty: 6090.873535
	Iteration 11F: 3 clusters Score -2.998568e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89515 members 
Mstep: Class 2 contains 125828 members 
Entering Unmasked Estep 
Score: -29987608.000000 Penalty: 6090.873535
	Iteration 12Q: 3 clusters Score -2.998761e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87733 members 
Mstep: Class 2 contains 127610 members 
Entering Unmasked Estep 
Score: -29988234.000000 Penalty: 6090.873535
	Iteration 13Q: 3 clusters Score -2.998823e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85819 members 
Mstep: Class 2 contains 129524 members 
Entering Unmasked Estep 
Score: -29988698.000000 Penalty: 6090.873535
	Iteration 14Q: 3 clusters Score -2.99887e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83847 members 
Mstep: Class 2 contains 131496 members 
Entering Unmasked Estep 
Score: -29988896.000000 Penalty: 6090.873535
	Iteration 15Q: 3 clusters Score -2.99889e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81751 members 
Mstep: Class 2 contains 133592 members 
Entering Unmasked Estep 
Score: -29989096.000000 Penalty: 6090.873535
	Iteration 16Q: 3 clusters Score -2.99891e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 135674 members 
Entering Unmasked Estep 
Score: -29989228.000000 Penalty: 6090.873535
	Iteration 17Q: 3 clusters Score -2.998923e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77520 members 
Mstep: Class 2 contains 137823 members 
Entering Unmasked Estep 
Score: -29989366.000000 Penalty: 6090.873535
	Iteration 18Q: 3 clusters Score -2.998937e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75290 members 
Mstep: Class 2 contains 140053 members 
Entering Unmasked Estep 
Score: -29989588.000000 Penalty: 6090.873535
	Iteration 19Q: 3 clusters Score -2.998959e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72982 members 
Mstep: Class 2 contains 142361 members 
Entering Unmasked Estep 
Score: -29989864.000000 Penalty: 6090.873535
	Iteration 20F: 3 clusters Score -2.998986e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70659 members 
Mstep: Class 2 contains 144684 members 
Entering Unmasked Estep 
Score: -29989962.000000 Penalty: 6090.873535
	Iteration 21Q: 3 clusters Score -2.998996e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68346 members 
Mstep: Class 2 contains 146997 members 
Entering Unmasked Estep 
Score: -29990048.000000 Penalty: 6090.873535
	Iteration 22Q: 3 clusters Score -2.999005e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 149318 members 
Entering Unmasked Estep 
Score: -29990200.000000 Penalty: 6090.873535
	Iteration 23Q: 3 clusters Score -2.99902e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 151584 members 
Entering Unmasked Estep 
Score: -29990196.000000 Penalty: 6090.873535
	Iteration 24Q: 3 clusters Score -2.99902e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61464 members 
Mstep: Class 2 contains 153879 members 
Entering Unmasked Estep 
Score: -29990338.000000 Penalty: 6090.873535
	Iteration 25Q: 3 clusters Score -2.999034e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 156026 members 
Entering Unmasked Estep 
Score: -29990268.000000 Penalty: 6090.873535
	Iteration 26Q: 3 clusters Score -2.999027e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 158126 members 
Entering Unmasked Estep 
Score: -29990438.000000 Penalty: 6090.873535
	Iteration 27Q: 3 clusters Score -2.999044e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 160209 members 
Entering Unmasked Estep 
Score: -29990396.000000 Penalty: 6090.873535
	Iteration 28Q: 3 clusters Score -2.99904e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 162255 members 
Entering Unmasked Estep 
Score: -29990378.000000 Penalty: 6090.873535
	Iteration 29Q: 3 clusters Score -2.999038e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51135 members 
Mstep: Class 2 contains 164208 members 
Entering Unmasked Estep 
Score: -29990382.000000 Penalty: 6090.873535
	Iteration 30Q: 3 clusters Score -2.999038e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 166035 members 
Entering Unmasked Estep 
Score: -29990392.000000 Penalty: 6090.873535
	Iteration 31Q: 3 clusters Score -2.999039e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 167794 members 
Entering Unmasked Estep 
Score: -29990412.000000 Penalty: 6090.873535
	Iteration 32Q: 3 clusters Score -2.999041e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 169508 members 
Entering Unmasked Estep 
Score: -29990232.000000 Penalty: 6090.873535
	Iteration 33Q: 3 clusters Score -2.999023e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 171195 members 
Entering Unmasked Estep 
Score: -29990320.000000 Penalty: 6090.873535
	Iteration 34Q: 3 clusters Score -2.999032e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 172828 members 
Entering Unmasked Estep 
Score: -29990302.000000 Penalty: 6090.873535
	Iteration 35Q: 3 clusters Score -2.99903e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 174455 members 
Entering Unmasked Estep 
Score: -29990268.000000 Penalty: 6090.873535
	Iteration 36Q: 3 clusters Score -2.999027e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 176001 members 
Entering Unmasked Estep 
Score: -29990334.000000 Penalty: 6090.873535
	Iteration 37Q: 3 clusters Score -2.999033e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 177510 members 
Entering Unmasked Estep 
Score: -29990460.000000 Penalty: 6090.873535
	Iteration 38Q: 3 clusters Score -2.999046e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 179012 members 
Entering Unmasked Estep 
Score: -29990592.000000 Penalty: 6090.873535
	Iteration 39Q: 3 clusters Score -2.999059e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 180488 members 
Entering Unmasked Estep 
Score: -29990736.000000 Penalty: 6090.873535
	Iteration 40F: 3 clusters Score -2.999074e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 181957 members 
Entering Unmasked Estep 
Score: -29990972.000000 Penalty: 6090.873535
	Iteration 41Q: 3 clusters Score -2.999097e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 183465 members 
Entering Unmasked Estep 
Score: -29991196.000000 Penalty: 6090.873535
	Iteration 42Q: 3 clusters Score -2.99912e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 185005 members 
Entering Unmasked Estep 
Score: -29991442.000000 Penalty: 6090.873535
	Iteration 43Q: 3 clusters Score -2.999144e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 186503 members 
Entering Unmasked Estep 
Score: -29991634.000000 Penalty: 6090.873535
	Iteration 44Q: 3 clusters Score -2.999163e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 187968 members 
Entering Unmasked Estep 
Score: -29992050.000000 Penalty: 6090.873535
	Iteration 45Q: 3 clusters Score -2.999205e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 189471 members 
Entering Unmasked Estep 
Score: -29992412.000000 Penalty: 6090.873535
	Iteration 46Q: 3 clusters Score -2.999241e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 190974 members 
Entering Unmasked Estep 
Score: -29992852.000000 Penalty: 6090.873535
	Iteration 47Q: 3 clusters Score -2.999285e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 192531 members 
Entering Unmasked Estep 
Score: -29993236.000000 Penalty: 6090.873535
	Iteration 48Q: 3 clusters Score -2.999324e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 194110 members 
Entering Unmasked Estep 
Score: -29993876.000000 Penalty: 6090.873535
	Iteration 49Q: 3 clusters Score -2.999388e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 195623 members 
Entering Unmasked Estep 
Score: -29994254.000000 Penalty: 6090.873535
	Iteration 50Q: 3 clusters Score -2.999425e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 197180 members 
Entering Unmasked Estep 
Score: -29994596.000000 Penalty: 6090.873535
	Iteration 51Q: 3 clusters Score -2.99946e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 198756 members 
Entering Unmasked Estep 
Score: -29995226.000000 Penalty: 6090.873535
	Iteration 52Q: 3 clusters Score -2.999523e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 200293 members 
Entering Unmasked Estep 
Score: -29995780.000000 Penalty: 6090.873535
	Iteration 53Q: 3 clusters Score -2.999578e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 201783 members 
Entering Unmasked Estep 
Score: -29996472.000000 Penalty: 6090.873535
	Iteration 54Q: 3 clusters Score -2.999647e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 203213 members 
Entering Unmasked Estep 
Score: -29997030.000000 Penalty: 6090.873535
	Iteration 55Q: 3 clusters Score -2.999703e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 204555 members 
Entering Unmasked Estep 
Score: -29997656.000000 Penalty: 6090.873535
	Iteration 56Q: 3 clusters Score -2.999766e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 205841 members 
Entering Unmasked Estep 
Score: -29998328.000000 Penalty: 6090.873535
	Iteration 57Q: 3 clusters Score -2.999833e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 207022 members 
Entering Unmasked Estep 
Score: -29998872.000000 Penalty: 6090.873535
	Iteration 58Q: 3 clusters Score -2.999887e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 208195 members 
Entering Unmasked Estep 
Score: -29999382.000000 Penalty: 6090.873535
	Iteration 59Q: 3 clusters Score -2.999938e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 209257 members 
Entering Unmasked Estep 
Score: -29999964.000000 Penalty: 6090.873535
	Iteration 60F: 3 clusters Score -2.999996e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 210187 members 
Entering Unmasked Estep 
Score: -30000512.000000 Penalty: 6090.873535
	Iteration 61Q: 3 clusters Score -3.000051e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 211018 members 
Entering Unmasked Estep 
Score: -30001030.000000 Penalty: 6090.873535
	Iteration 62Q: 3 clusters Score -3.000103e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 211760 members 
Entering Unmasked Estep 
Score: -30001528.000000 Penalty: 6090.873535
	Iteration 63Q: 3 clusters Score -3.000153e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 212410 members 
Entering Unmasked Estep 
Score: -30001926.000000 Penalty: 6090.873535
	Iteration 64Q: 3 clusters Score -3.000193e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 212919 members 
Entering Unmasked Estep 
Score: -30002158.000000 Penalty: 6090.873535
	Iteration 65Q: 3 clusters Score -3.000216e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 213347 members 
Entering Unmasked Estep 
Score: -30002498.000000 Penalty: 6090.873535
	Iteration 66Q: 3 clusters Score -3.00025e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 213665 members 
Entering Unmasked Estep 
Score: -30002798.000000 Penalty: 6090.873535
	Iteration 67Q: 3 clusters Score -3.00028e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 213904 members 
Entering Unmasked Estep 
Score: -30003052.000000 Penalty: 6090.873535
	Iteration 68Q: 3 clusters Score -3.000305e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 214097 members 
Entering Unmasked Estep 
Score: -30003266.000000 Penalty: 6090.873535
	Iteration 69Q: 3 clusters Score -3.000327e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 214238 members 
Entering Unmasked Estep 
Score: -30003448.000000 Penalty: 6090.873535
	Iteration 70Q: 3 clusters Score -3.000345e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 214342 members 
Entering Unmasked Estep 
Score: -30003594.000000 Penalty: 6090.873535
	Iteration 71Q: 3 clusters Score -3.000359e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 214423 members 
Entering Unmasked Estep 
Score: -30003686.000000 Penalty: 6090.873535
	Iteration 72Q: 3 clusters Score -3.000369e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 214485 members 
Entering Unmasked Estep 
Score: -30003756.000000 Penalty: 6090.873535
	Iteration 73Q: 3 clusters Score -3.000376e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 214530 members 
Entering Unmasked Estep 
Score: -30003824.000000 Penalty: 6090.873535
	Iteration 74Q: 3 clusters Score -3.000382e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 214577 members 
Entering Unmasked Estep 
Score: -30003868.000000 Penalty: 6090.873535
	Iteration 75Q: 3 clusters Score -3.000387e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 214605 members 
Entering Unmasked Estep 
Score: -30003900.000000 Penalty: 6090.873535
	Iteration 76Q: 3 clusters Score -3.00039e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 214622 members 
Entering Unmasked Estep 
Score: -30003900.000000 Penalty: 6090.873535
	Iteration 77Q: 3 clusters Score -3.00039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 214636 members 
Entering Unmasked Estep 
Score: -30003926.000000 Penalty: 6090.873535
	Iteration 78Q: 3 clusters Score -3.000393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 214646 members 
Entering Unmasked Estep 
Score: -30003934.000000 Penalty: 6090.873535
	Iteration 79Q: 3 clusters Score -3.000393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 214652 members 
Entering Unmasked Estep 
Score: -30003928.000000 Penalty: 6090.873535
	Iteration 80F: 3 clusters Score -3.000393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 214660 members 
Entering Unmasked Estep 
Score: -30003938.000000 Penalty: 6090.873535
	Iteration 81Q: 3 clusters Score -3.000394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 214667 members 
Entering Unmasked Estep 
Score: -30003938.000000 Penalty: 6090.873535
	Iteration 82Q: 3 clusters Score -3.000394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 214671 members 
Entering Unmasked Estep 
Score: -30003930.000000 Penalty: 6090.873535
	Iteration 83Q: 3 clusters Score -3.000393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 214676 members 
Entering Unmasked Estep 
Score: -30003938.000000 Penalty: 6090.873535
	Iteration 84Q: 3 clusters Score -3.000394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 214679 members 
Entering Unmasked Estep 
Score: -30003934.000000 Penalty: 6090.873535
	Iteration 85Q: 3 clusters Score -3.000393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 214677 members 
Entering Unmasked Estep 
Score: -30003928.000000 Penalty: 6090.873535
	Iteration 86Q: 3 clusters Score -3.000393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 214680 members 
Entering Unmasked Estep 
Score: -30003944.000000 Penalty: 6090.873535
	Iteration 87Q: 3 clusters Score -3.000394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 214681 members 
Entering Unmasked Estep 
Score: -30003926.000000 Penalty: 6090.873535
	Iteration 88Q: 3 clusters Score -3.000393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 214682 members 
Entering Unmasked Estep 
Score: -30003934.000000 Penalty: 6090.873535
	Iteration 89Q: 3 clusters Score -3.000393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 214682 members 
Entering Unmasked Estep 
Score: -30003934.000000 Penalty: 6090.873535
	Iteration 90F: 3 clusters Score -3.000393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Entering Unmasked Estep 
Score: -477885.468750 Penalty: 2026.766846
	Iteration 0F: 2 clusters Score -477885.5 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 1745 members 
Entering Unmasked Estep 
Score: -474270.156250 Penalty: 4053.533691
	Iteration 0F: 3 clusters Score -474270.2 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -475009.062500 Penalty: 4053.533691
	Iteration 1F: 3 clusters Score -475009.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -475171.562500 Penalty: 4053.533691
	Iteration 2F: 3 clusters Score -475171.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -475263.531250 Penalty: 4053.533691
	Iteration 3Q: 3 clusters Score -475263.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -475320.812500 Penalty: 4053.533691
	Iteration 4Q: 3 clusters Score -475320.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -475373.718750 Penalty: 4053.533691
	Iteration 5Q: 3 clusters Score -475373.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -475416.500000 Penalty: 4053.533691
	Iteration 6Q: 3 clusters Score -475416.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -475448.687500 Penalty: 4053.533691
	Iteration 7Q: 3 clusters Score -475448.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -475483.687500 Penalty: 4053.533691
	Iteration 8Q: 3 clusters Score -475483.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -475504.968750 Penalty: 4053.533691
	Iteration 9Q: 3 clusters Score -475505 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -475525.250000 Penalty: 4053.533691
	Iteration 10Q: 3 clusters Score -475525.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -475541.343750 Penalty: 4053.533691
	Iteration 11Q: 3 clusters Score -475541.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -475558.406250 Penalty: 4053.533691
	Iteration 12Q: 3 clusters Score -475558.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -475571.781250 Penalty: 4053.533691
	Iteration 13Q: 3 clusters Score -475571.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -475583.250000 Penalty: 4053.533691
	Iteration 14Q: 3 clusters Score -475583.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -475596.437500 Penalty: 4053.533691
	Iteration 15Q: 3 clusters Score -475596.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -475604.656250 Penalty: 4053.533691
	Iteration 16Q: 3 clusters Score -475604.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -475609.093750 Penalty: 4053.533691
	Iteration 17Q: 3 clusters Score -475609.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -475613.562500 Penalty: 4053.533691
	Iteration 18Q: 3 clusters Score -475613.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -475619.218750 Penalty: 4053.533691
	Iteration 19Q: 3 clusters Score -475619.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -475619.968750 Penalty: 4053.533691
	Iteration 20F: 3 clusters Score -475620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -475625.906250 Penalty: 4053.533691
	Iteration 21Q: 3 clusters Score -475625.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -475628.437500 Penalty: 4053.533691
	Iteration 22Q: 3 clusters Score -475628.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -475631.750000 Penalty: 4053.533691
	Iteration 23Q: 3 clusters Score -475631.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -475636.187500 Penalty: 4053.533691
	Iteration 24Q: 3 clusters Score -475636.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -475638.781250 Penalty: 4053.533691
	Iteration 25Q: 3 clusters Score -475638.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -475640.781250 Penalty: 4053.533691
	Iteration 26Q: 3 clusters Score -475640.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -475643.593750 Penalty: 4053.533691
	Iteration 27Q: 3 clusters Score -475643.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -475648.093750 Penalty: 4053.533691
	Iteration 28Q: 3 clusters Score -475648.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -475650.500000 Penalty: 4053.533691
	Iteration 29Q: 3 clusters Score -475650.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -475653.468750 Penalty: 4053.533691
	Iteration 30Q: 3 clusters Score -475653.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -475656.937500 Penalty: 4053.533691
	Iteration 31Q: 3 clusters Score -475656.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -475663.593750 Penalty: 4053.533691
	Iteration 32Q: 3 clusters Score -475663.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -475672.781250 Penalty: 4053.533691
	Iteration 33Q: 3 clusters Score -475672.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -475679.937500 Penalty: 4053.533691
	Iteration 34Q: 3 clusters Score -475679.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -475685.625000 Penalty: 4053.533691
	Iteration 35Q: 3 clusters Score -475685.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -475690.218750 Penalty: 4053.533691
	Iteration 36Q: 3 clusters Score -475690.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -475692.812500 Penalty: 4053.533691
	Iteration 37Q: 3 clusters Score -475692.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -475696.687500 Penalty: 4053.533691
	Iteration 38Q: 3 clusters Score -475696.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -475701.750000 Penalty: 4053.533691
	Iteration 39Q: 3 clusters Score -475701.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -475705.031250 Penalty: 4053.533691
	Iteration 40F: 3 clusters Score -475705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -475710.031250 Penalty: 4053.533691
	Iteration 41Q: 3 clusters Score -475710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -475714.218750 Penalty: 4053.533691
	Iteration 42Q: 3 clusters Score -475714.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -475717.000000 Penalty: 4053.533691
	Iteration 43Q: 3 clusters Score -475717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -475722.218750 Penalty: 4053.533691
	Iteration 44Q: 3 clusters Score -475722.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -475730.875000 Penalty: 4053.533691
	Iteration 45Q: 3 clusters Score -475730.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -475739.750000 Penalty: 4053.533691
	Iteration 46Q: 3 clusters Score -475739.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -475745.656250 Penalty: 4053.533691
	Iteration 47Q: 3 clusters Score -475745.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -475750.250000 Penalty: 4053.533691
	Iteration 48Q: 3 clusters Score -475750.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -475754.437500 Penalty: 4053.533691
	Iteration 49Q: 3 clusters Score -475754.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -475757.531250 Penalty: 4053.533691
	Iteration 50Q: 3 clusters Score -475757.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -475760.062500 Penalty: 4053.533691
	Iteration 51Q: 3 clusters Score -475760.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -475763.750000 Penalty: 4053.533691
	Iteration 52Q: 3 clusters Score -475763.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -475765.843750 Penalty: 4053.533691
	Iteration 53Q: 3 clusters Score -475765.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -475768.437500 Penalty: 4053.533691
	Iteration 54Q: 3 clusters Score -475768.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -475770.500000 Penalty: 4053.533691
	Iteration 55Q: 3 clusters Score -475770.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -475772.593750 Penalty: 4053.533691
	Iteration 56Q: 3 clusters Score -475772.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -475776.656250 Penalty: 4053.533691
	Iteration 57Q: 3 clusters Score -475776.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -475780.718750 Penalty: 4053.533691
	Iteration 58Q: 3 clusters Score -475780.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -475782.875000 Penalty: 4053.533691
	Iteration 59Q: 3 clusters Score -475782.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -475785.750000 Penalty: 4053.533691
	Iteration 60F: 3 clusters Score -475785.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -475788.468750 Penalty: 4053.533691
	Iteration 61Q: 3 clusters Score -475788.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -475792.468750 Penalty: 4053.533691
	Iteration 62Q: 3 clusters Score -475792.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -475796.437500 Penalty: 4053.533691
	Iteration 63Q: 3 clusters Score -475796.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -475798.937500 Penalty: 4053.533691
	Iteration 64Q: 3 clusters Score -475798.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -475803.281250 Penalty: 4053.533691
	Iteration 65Q: 3 clusters Score -475803.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -475806.531250 Penalty: 4053.533691
	Iteration 66Q: 3 clusters Score -475806.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -475808.843750 Penalty: 4053.533691
	Iteration 67Q: 3 clusters Score -475808.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -475810.375000 Penalty: 4053.533691
	Iteration 68Q: 3 clusters Score -475810.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -475813.718750 Penalty: 4053.533691
	Iteration 69Q: 3 clusters Score -475813.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -475818.687500 Penalty: 4053.533691
	Iteration 70Q: 3 clusters Score -475818.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -475825.093750 Penalty: 4053.533691
	Iteration 71Q: 3 clusters Score -475825.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -475833.125000 Penalty: 4053.533691
	Iteration 72Q: 3 clusters Score -475833.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -475843.531250 Penalty: 4053.533691
	Iteration 73Q: 3 clusters Score -475843.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -475848.718750 Penalty: 4053.533691
	Iteration 74Q: 3 clusters Score -475848.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -475854.468750 Penalty: 4053.533691
	Iteration 75Q: 3 clusters Score -475854.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -475859.625000 Penalty: 4053.533691
	Iteration 76Q: 3 clusters Score -475859.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -475863.281250 Penalty: 4053.533691
	Iteration 77Q: 3 clusters Score -475863.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -475867.687500 Penalty: 4053.533691
	Iteration 78Q: 3 clusters Score -475867.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -475871.750000 Penalty: 4053.533691
	Iteration 79Q: 3 clusters Score -475871.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -475873.343750 Penalty: 4053.533691
	Iteration 80F: 3 clusters Score -475873.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -475875.437500 Penalty: 4053.533691
	Iteration 81Q: 3 clusters Score -475875.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -475878.937500 Penalty: 4053.533691
	Iteration 82Q: 3 clusters Score -475878.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -475883.125000 Penalty: 4053.533691
	Iteration 83Q: 3 clusters Score -475883.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -475886.531250 Penalty: 4053.533691
	Iteration 84Q: 3 clusters Score -475886.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -475888.750000 Penalty: 4053.533691
	Iteration 85Q: 3 clusters Score -475888.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -475892.343750 Penalty: 4053.533691
	Iteration 86Q: 3 clusters Score -475892.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -475893.343750 Penalty: 4053.533691
	Iteration 87Q: 3 clusters Score -475893.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -475893.968750 Penalty: 4053.533691
	Iteration 88Q: 3 clusters Score -475894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -475893.968750 Penalty: 4053.533691
	Iteration 89F: 3 clusters Score -475894 nChanged 0
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: -870166.687500 Penalty: 2173.911133
	Iteration 0F: 2 clusters Score -870166.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -864751.437500 Penalty: 4347.822266
	Iteration 0F: 3 clusters Score -864751.4 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -866222.375000 Penalty: 4347.822266
	Iteration 1F: 3 clusters Score -866222.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -866561.562500 Penalty: 4347.822266
	Iteration 2F: 3 clusters Score -866561.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -866832.437500 Penalty: 4347.822266
	Iteration 3F: 3 clusters Score -866832.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -867051.562500 Penalty: 4347.822266
	Iteration 4F: 3 clusters Score -867051.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -867231.062500 Penalty: 4347.822266
	Iteration 5Q: 3 clusters Score -867231.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -867396.125000 Penalty: 4347.822266
	Iteration 6Q: 3 clusters Score -867396.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -867542.312500 Penalty: 4347.822266
	Iteration 7Q: 3 clusters Score -867542.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -867654.812500 Penalty: 4347.822266
	Iteration 8Q: 3 clusters Score -867654.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -867759.500000 Penalty: 4347.822266
	Iteration 9Q: 3 clusters Score -867759.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -867847.500000 Penalty: 4347.822266
	Iteration 10Q: 3 clusters Score -867847.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -867912.625000 Penalty: 4347.822266
	Iteration 11Q: 3 clusters Score -867912.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -867961.312500 Penalty: 4347.822266
	Iteration 12Q: 3 clusters Score -867961.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -867999.187500 Penalty: 4347.822266
	Iteration 13Q: 3 clusters Score -867999.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -868030.312500 Penalty: 4347.822266
	Iteration 14Q: 3 clusters Score -868030.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -868056.375000 Penalty: 4347.822266
	Iteration 15Q: 3 clusters Score -868056.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -868078.000000 Penalty: 4347.822266
	Iteration 16Q: 3 clusters Score -868078 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -868101.937500 Penalty: 4347.822266
	Iteration 17Q: 3 clusters Score -868101.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -868130.062500 Penalty: 4347.822266
	Iteration 18Q: 3 clusters Score -868130.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -868152.187500 Penalty: 4347.822266
	Iteration 19Q: 3 clusters Score -868152.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -868176.250000 Penalty: 4347.822266
	Iteration 20F: 3 clusters Score -868176.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -868195.187500 Penalty: 4347.822266
	Iteration 21Q: 3 clusters Score -868195.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -868205.625000 Penalty: 4347.822266
	Iteration 22Q: 3 clusters Score -868205.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -868221.000000 Penalty: 4347.822266
	Iteration 23Q: 3 clusters Score -868221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -868239.062500 Penalty: 4347.822266
	Iteration 24Q: 3 clusters Score -868239.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -868262.187500 Penalty: 4347.822266
	Iteration 25Q: 3 clusters Score -868262.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -868277.875000 Penalty: 4347.822266
	Iteration 26Q: 3 clusters Score -868277.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -868286.437500 Penalty: 4347.822266
	Iteration 27Q: 3 clusters Score -868286.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -868293.250000 Penalty: 4347.822266
	Iteration 28Q: 3 clusters Score -868293.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -868297.812500 Penalty: 4347.822266
	Iteration 29Q: 3 clusters Score -868297.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -868303.812500 Penalty: 4347.822266
	Iteration 30Q: 3 clusters Score -868303.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -868308.562500 Penalty: 4347.822266
	Iteration 31Q: 3 clusters Score -868308.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -868315.375000 Penalty: 4347.822266
	Iteration 32Q: 3 clusters Score -868315.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -868320.812500 Penalty: 4347.822266
	Iteration 33Q: 3 clusters Score -868320.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -868326.312500 Penalty: 4347.822266
	Iteration 34Q: 3 clusters Score -868326.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -868329.375000 Penalty: 4347.822266
	Iteration 35Q: 3 clusters Score -868329.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -868332.625000 Penalty: 4347.822266
	Iteration 36Q: 3 clusters Score -868332.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -868335.125000 Penalty: 4347.822266
	Iteration 37Q: 3 clusters Score -868335.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -868344.250000 Penalty: 4347.822266
	Iteration 38Q: 3 clusters Score -868344.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -868353.000000 Penalty: 4347.822266
	Iteration 39Q: 3 clusters Score -868353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -868353.500000 Penalty: 4347.822266
	Iteration 40F: 3 clusters Score -868353.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -868356.875000 Penalty: 4347.822266
	Iteration 41Q: 3 clusters Score -868356.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -868360.062500 Penalty: 4347.822266
	Iteration 42Q: 3 clusters Score -868360.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -868362.562500 Penalty: 4347.822266
	Iteration 43Q: 3 clusters Score -868362.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -868365.187500 Penalty: 4347.822266
	Iteration 44Q: 3 clusters Score -868365.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -868367.812500 Penalty: 4347.822266
	Iteration 45Q: 3 clusters Score -868367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -868368.562500 Penalty: 4347.822266
	Iteration 46Q: 3 clusters Score -868368.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -868368.562500 Penalty: 4347.822266
	Iteration 47F: 3 clusters Score -868368.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Entering Unmasked Estep 
Score: -227456.640625 Penalty: 1862.722534
	Iteration 0F: 2 clusters Score -227456.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -225082.000000 Penalty: 3725.445068
	Iteration 0F: 3 clusters Score -225082 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -225980.453125 Penalty: 3725.445068
	Iteration 1F: 3 clusters Score -225980.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -226823.843750 Penalty: 3725.445068
	Iteration 2F: 3 clusters Score -226823.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -227397.671875 Penalty: 3725.445068
	Iteration 3F: 3 clusters Score -227397.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -227625.578125 Penalty: 3725.445068
	Iteration 4F: 3 clusters Score -227625.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -227725.468750 Penalty: 3725.445068
	Iteration 5Q: 3 clusters Score -227725.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -227750.750000 Penalty: 3725.445068
	Iteration 6Q: 3 clusters Score -227750.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -227756.687500 Penalty: 3725.445068
	Iteration 7Q: 3 clusters Score -227756.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -227761.015625 Penalty: 3725.445068
	Iteration 8Q: 3 clusters Score -227761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -227761.390625 Penalty: 3725.445068
	Iteration 9Q: 3 clusters Score -227761.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -227761.390625 Penalty: 3725.445068
	Iteration 10F: 3 clusters Score -227761.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 1017 members 
Mstep: Class 3 contains 24909 members 
Mstep: Class 4 contains 133004 members 
Mstep: Class 5 contains 26814 members 
Mstep: Class 6 contains 2072 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 273299 members 
Mstep: Class 10 contains 13109 members 
Mstep: Class 11 contains 116869 members 
Mstep: Class 12 contains 215343 members 
Mstep: Class 13 contains 41065 members 
Mstep: Class 14 contains 489 members 
Mstep: Class 15 contains 1401 members 
Mstep: Class 16 contains 3542 members 
Mstep: Class 17 contains 6411 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 19 contains 8355 members 
Mstep: Class 21 contains 43440 members 
Mstep: Class 22 contains 7006 members 
Entering Unmasked Estep 
Score: -135755792.000000 Penalty: 71936.695312
Splitting cluster 18 changes total score from -135750864.000000 to -135755792.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 19 (8355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Entering Unmasked Estep 
Score: -1161121.125000 Penalty: 2239.592773
	Iteration 0F: 2 clusters Score -1161121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1154451.750000 Penalty: 4479.185547
	Iteration 0F: 3 clusters Score -1154452 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1156211.250000 Penalty: 4479.185547
	Iteration 1F: 3 clusters Score -1156211 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1156465.250000 Penalty: 4479.185547
	Iteration 2F: 3 clusters Score -1156465 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1156626.750000 Penalty: 4479.185547
	Iteration 3Q: 3 clusters Score -1156627 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1156757.250000 Penalty: 4479.185547
	Iteration 4Q: 3 clusters Score -1156757 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1156872.625000 Penalty: 4479.185547
	Iteration 5Q: 3 clusters Score -1156873 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1156992.375000 Penalty: 4479.185547
	Iteration 6Q: 3 clusters Score -1156992 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1157110.500000 Penalty: 4479.185547
	Iteration 7Q: 3 clusters Score -1157110 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1157252.250000 Penalty: 4479.185547
	Iteration 8Q: 3 clusters Score -1157252 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1157433.750000 Penalty: 4479.185547
	Iteration 9Q: 3 clusters Score -1157434 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1157654.375000 Penalty: 4479.185547
	Iteration 10Q: 3 clusters Score -1157654 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1157892.250000 Penalty: 4479.185547
	Iteration 11Q: 3 clusters Score -1157892 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1158119.750000 Penalty: 4479.185547
	Iteration 12Q: 3 clusters Score -1158120 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1158369.125000 Penalty: 4479.185547
	Iteration 13Q: 3 clusters Score -1158369 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1158573.750000 Penalty: 4479.185547
	Iteration 14Q: 3 clusters Score -1158574 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1158699.250000 Penalty: 4479.185547
	Iteration 15Q: 3 clusters Score -1158699 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1158798.000000 Penalty: 4479.185547
	Iteration 16Q: 3 clusters Score -1158798 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1158882.375000 Penalty: 4479.185547
	Iteration 17Q: 3 clusters Score -1158882 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1158957.750000 Penalty: 4479.185547
	Iteration 18Q: 3 clusters Score -1158958 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1159003.000000 Penalty: 4479.185547
	Iteration 19Q: 3 clusters Score -1159003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1159027.250000 Penalty: 4479.185547
	Iteration 20F: 3 clusters Score -1159027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1159046.375000 Penalty: 4479.185547
	Iteration 21Q: 3 clusters Score -1159046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1159060.750000 Penalty: 4479.185547
	Iteration 22Q: 3 clusters Score -1159061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1159068.375000 Penalty: 4479.185547
	Iteration 23Q: 3 clusters Score -1159068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1159072.375000 Penalty: 4479.185547
	Iteration 24Q: 3 clusters Score -1159072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1159076.000000 Penalty: 4479.185547
	Iteration 25Q: 3 clusters Score -1159076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1159084.000000 Penalty: 4479.185547
	Iteration 26Q: 3 clusters Score -1159084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1159089.625000 Penalty: 4479.185547
	Iteration 27Q: 3 clusters Score -1159090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1159100.375000 Penalty: 4479.185547
	Iteration 28Q: 3 clusters Score -1159100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1159108.250000 Penalty: 4479.185547
	Iteration 29Q: 3 clusters Score -1159108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1159112.625000 Penalty: 4479.185547
	Iteration 30Q: 3 clusters Score -1159113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1159118.125000 Penalty: 4479.185547
	Iteration 31Q: 3 clusters Score -1159118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1159125.000000 Penalty: 4479.185547
	Iteration 32Q: 3 clusters Score -1159125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1159127.625000 Penalty: 4479.185547
	Iteration 33Q: 3 clusters Score -1159128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1159129.250000 Penalty: 4479.185547
	Iteration 34Q: 3 clusters Score -1159129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1159130.625000 Penalty: 4479.185547
	Iteration 35Q: 3 clusters Score -1159131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1159130.875000 Penalty: 4479.185547
	Iteration 36Q: 3 clusters Score -1159131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1159130.875000 Penalty: 4479.185547
	Iteration 37F: 3 clusters Score -1159131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Entering Unmasked Estep 
Score: -6061418.500000 Penalty: 2648.425781
	Iteration 0F: 2 clusters Score -6061418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -6032079.500000 Penalty: 5296.851562
	Iteration 0F: 3 clusters Score -6032080 nChanged 19997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -6043255.500000 Penalty: 5296.851562
	Iteration 1F: 3 clusters Score -6043256 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -6044096.000000 Penalty: 5296.851562
	Iteration 2Q: 3 clusters Score -6044096 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -6045279.000000 Penalty: 5296.851562
	Iteration 3F: 3 clusters Score -6045279 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -6046646.500000 Penalty: 5296.851562
	Iteration 4F: 3 clusters Score -6046646 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -6048387.000000 Penalty: 5296.851562
	Iteration 5F: 3 clusters Score -6048387 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -6050292.000000 Penalty: 5296.851562
	Iteration 6F: 3 clusters Score -6050292 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -6052230.000000 Penalty: 5296.851562
	Iteration 7F: 3 clusters Score -6052230 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -6053918.000000 Penalty: 5296.851562
	Iteration 8F: 3 clusters Score -6053918 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -6055094.500000 Penalty: 5296.851562
	Iteration 9Q: 3 clusters Score -6055094 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -6055782.500000 Penalty: 5296.851562
	Iteration 10Q: 3 clusters Score -6055782 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -6056160.500000 Penalty: 5296.851562
	Iteration 11Q: 3 clusters Score -6056160 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -6056538.000000 Penalty: 5296.851562
	Iteration 12Q: 3 clusters Score -6056538 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -6056802.000000 Penalty: 5296.851562
	Iteration 13Q: 3 clusters Score -6056802 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -6057081.000000 Penalty: 5296.851562
	Iteration 14Q: 3 clusters Score -6057081 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -6057288.000000 Penalty: 5296.851562
	Iteration 15Q: 3 clusters Score -6057288 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -6057510.000000 Penalty: 5296.851562
	Iteration 16Q: 3 clusters Score -6057510 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -6057746.000000 Penalty: 5296.851562
	Iteration 17Q: 3 clusters Score -6057746 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -6057942.500000 Penalty: 5296.851562
	Iteration 18Q: 3 clusters Score -6057942 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -6058162.500000 Penalty: 5296.851562
	Iteration 19Q: 3 clusters Score -6058162 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -6058338.500000 Penalty: 5296.851562
	Iteration 20F: 3 clusters Score -6058338 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -6058486.500000 Penalty: 5296.851562
	Iteration 21Q: 3 clusters Score -6058486 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -6058630.000000 Penalty: 5296.851562
	Iteration 22Q: 3 clusters Score -6058630 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -6058749.500000 Penalty: 5296.851562
	Iteration 23Q: 3 clusters Score -6058750 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -6058851.000000 Penalty: 5296.851562
	Iteration 24Q: 3 clusters Score -6058851 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -6058907.000000 Penalty: 5296.851562
	Iteration 25Q: 3 clusters Score -6058907 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -6058996.500000 Penalty: 5296.851562
	Iteration 26Q: 3 clusters Score -6058996 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -6059101.500000 Penalty: 5296.851562
	Iteration 27Q: 3 clusters Score -6059102 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -6059149.500000 Penalty: 5296.851562
	Iteration 28Q: 3 clusters Score -6059150 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -6059198.000000 Penalty: 5296.851562
	Iteration 29Q: 3 clusters Score -6059198 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -6059262.000000 Penalty: 5296.851562
	Iteration 30Q: 3 clusters Score -6059262 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -6059281.500000 Penalty: 5296.851562
	Iteration 31Q: 3 clusters Score -6059282 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -6059336.500000 Penalty: 5296.851562
	Iteration 32Q: 3 clusters Score -6059336 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -6059368.500000 Penalty: 5296.851562
	Iteration 33Q: 3 clusters Score -6059368 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -6059394.500000 Penalty: 5296.851562
	Iteration 34Q: 3 clusters Score -6059394 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -6059422.500000 Penalty: 5296.851562
	Iteration 35Q: 3 clusters Score -6059422 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -6059449.500000 Penalty: 5296.851562
	Iteration 36Q: 3 clusters Score -6059450 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -6059473.500000 Penalty: 5296.851562
	Iteration 37Q: 3 clusters Score -6059474 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -6059489.500000 Penalty: 5296.851562
	Iteration 38Q: 3 clusters Score -6059490 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -6059524.000000 Penalty: 5296.851562
	Iteration 39Q: 3 clusters Score -6059524 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -6059534.000000 Penalty: 5296.851562
	Iteration 40F: 3 clusters Score -6059534 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -6059557.000000 Penalty: 5296.851562
	Iteration 41Q: 3 clusters Score -6059557 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -6059581.000000 Penalty: 5296.851562
	Iteration 42Q: 3 clusters Score -6059581 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -6059588.000000 Penalty: 5296.851562
	Iteration 43Q: 3 clusters Score -6059588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -6059605.000000 Penalty: 5296.851562
	Iteration 44Q: 3 clusters Score -6059605 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -6059604.500000 Penalty: 5296.851562
	Iteration 45Q: 3 clusters Score -6059604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -6059623.000000 Penalty: 5296.851562
	Iteration 46Q: 3 clusters Score -6059623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -6059628.500000 Penalty: 5296.851562
	Iteration 47Q: 3 clusters Score -6059628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -6059626.000000 Penalty: 5296.851562
	Iteration 48Q: 3 clusters Score -6059626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -6059624.000000 Penalty: 5296.851562
	Iteration 49Q: 3 clusters Score -6059624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -6059634.000000 Penalty: 5296.851562
	Iteration 50Q: 3 clusters Score -6059634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -6059624.000000 Penalty: 5296.851562
	Iteration 51Q: 3 clusters Score -6059624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -6059623.000000 Penalty: 5296.851562
	Iteration 52Q: 3 clusters Score -6059623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -6059634.000000 Penalty: 5296.851562
	Iteration 53Q: 3 clusters Score -6059634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -6059640.500000 Penalty: 5296.851562
	Iteration 54Q: 3 clusters Score -6059640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -6059640.500000 Penalty: 5296.851562
	Iteration 55Q: 3 clusters Score -6059640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -6059642.000000 Penalty: 5296.851562
	Iteration 56Q: 3 clusters Score -6059642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -6059649.500000 Penalty: 5296.851562
	Iteration 57Q: 3 clusters Score -6059650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -6059653.500000 Penalty: 5296.851562
	Iteration 58Q: 3 clusters Score -6059654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -6059657.000000 Penalty: 5296.851562
	Iteration 59Q: 3 clusters Score -6059657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -6059655.000000 Penalty: 5296.851562
	Iteration 60F: 3 clusters Score -6059655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -6059664.000000 Penalty: 5296.851562
	Iteration 61Q: 3 clusters Score -6059664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -6059662.500000 Penalty: 5296.851562
	Iteration 62Q: 3 clusters Score -6059662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -6059653.500000 Penalty: 5296.851562
	Iteration 63Q: 3 clusters Score -6059654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -6059668.000000 Penalty: 5296.851562
	Iteration 64Q: 3 clusters Score -6059668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -6059664.500000 Penalty: 5296.851562
	Iteration 65Q: 3 clusters Score -6059664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -6059662.500000 Penalty: 5296.851562
	Iteration 66Q: 3 clusters Score -6059662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -6059669.000000 Penalty: 5296.851562
	Iteration 67Q: 3 clusters Score -6059669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -6059669.500000 Penalty: 5296.851562
	Iteration 68Q: 3 clusters Score -6059670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -6059661.000000 Penalty: 5296.851562
	Iteration 69Q: 3 clusters Score -6059661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -6059668.500000 Penalty: 5296.851562
	Iteration 70Q: 3 clusters Score -6059668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -6059682.500000 Penalty: 5296.851562
	Iteration 71Q: 3 clusters Score -6059682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -6059680.000000 Penalty: 5296.851562
	Iteration 72Q: 3 clusters Score -6059680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -6059682.500000 Penalty: 5296.851562
	Iteration 73Q: 3 clusters Score -6059682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -6059689.000000 Penalty: 5296.851562
	Iteration 74Q: 3 clusters Score -6059689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -6059692.500000 Penalty: 5296.851562
	Iteration 75Q: 3 clusters Score -6059692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -6059694.000000 Penalty: 5296.851562
	Iteration 76Q: 3 clusters Score -6059694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -6059690.500000 Penalty: 5296.851562
	Iteration 77Q: 3 clusters Score -6059690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -6059690.500000 Penalty: 5296.851562
	Iteration 78Q: 3 clusters Score -6059690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -6059691.000000 Penalty: 5296.851562
	Iteration 79Q: 3 clusters Score -6059691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -6059685.500000 Penalty: 5296.851562
	Iteration 80F: 3 clusters Score -6059686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -6059688.500000 Penalty: 5296.851562
	Iteration 81Q: 3 clusters Score -6059688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -6059685.000000 Penalty: 5296.851562
	Iteration 82Q: 3 clusters Score -6059685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -6059681.500000 Penalty: 5296.851562
	Iteration 83Q: 3 clusters Score -6059682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -6059677.500000 Penalty: 5296.851562
	Iteration 84Q: 3 clusters Score -6059678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -6059675.000000 Penalty: 5296.851562
	Iteration 85Q: 3 clusters Score -6059675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -6059675.000000 Penalty: 5296.851562
	Iteration 86F: 3 clusters Score -6059675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Entering Unmasked Estep 
Score: -967040.687500 Penalty: 2195.921387
	Iteration 0F: 2 clusters Score -967040.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -961225.812500 Penalty: 4391.842773
	Iteration 0F: 3 clusters Score -961225.8 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -962786.000000 Penalty: 4391.842773
	Iteration 1F: 3 clusters Score -962786 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -963066.937500 Penalty: 4391.842773
	Iteration 2F: 3 clusters Score -963066.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -963265.125000 Penalty: 4391.842773
	Iteration 3F: 3 clusters Score -963265.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -963399.125000 Penalty: 4391.842773
	Iteration 4Q: 3 clusters Score -963399.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -963492.562500 Penalty: 4391.842773
	Iteration 5Q: 3 clusters Score -963492.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -963568.312500 Penalty: 4391.842773
	Iteration 6Q: 3 clusters Score -963568.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -963634.750000 Penalty: 4391.842773
	Iteration 7Q: 3 clusters Score -963634.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -963703.937500 Penalty: 4391.842773
	Iteration 8Q: 3 clusters Score -963703.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -963756.625000 Penalty: 4391.842773
	Iteration 9Q: 3 clusters Score -963756.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -963809.312500 Penalty: 4391.842773
	Iteration 10Q: 3 clusters Score -963809.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -963860.937500 Penalty: 4391.842773
	Iteration 11Q: 3 clusters Score -963860.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -963918.187500 Penalty: 4391.842773
	Iteration 12Q: 3 clusters Score -963918.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -963983.250000 Penalty: 4391.842773
	Iteration 13Q: 3 clusters Score -963983.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -964046.937500 Penalty: 4391.842773
	Iteration 14Q: 3 clusters Score -964046.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -964117.812500 Penalty: 4391.842773
	Iteration 15Q: 3 clusters Score -964117.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -964203.062500 Penalty: 4391.842773
	Iteration 16Q: 3 clusters Score -964203.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -964287.312500 Penalty: 4391.842773
	Iteration 17Q: 3 clusters Score -964287.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -964366.312500 Penalty: 4391.842773
	Iteration 18Q: 3 clusters Score -964366.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -964427.375000 Penalty: 4391.842773
	Iteration 19Q: 3 clusters Score -964427.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -964472.375000 Penalty: 4391.842773
	Iteration 20F: 3 clusters Score -964472.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -964519.000000 Penalty: 4391.842773
	Iteration 21Q: 3 clusters Score -964519 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -964567.187500 Penalty: 4391.842773
	Iteration 22Q: 3 clusters Score -964567.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -964608.062500 Penalty: 4391.842773
	Iteration 23Q: 3 clusters Score -964608.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -964642.750000 Penalty: 4391.842773
	Iteration 24Q: 3 clusters Score -964642.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -964677.437500 Penalty: 4391.842773
	Iteration 25Q: 3 clusters Score -964677.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -964701.750000 Penalty: 4391.842773
	Iteration 26Q: 3 clusters Score -964701.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -964724.937500 Penalty: 4391.842773
	Iteration 27Q: 3 clusters Score -964724.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -964750.812500 Penalty: 4391.842773
	Iteration 28Q: 3 clusters Score -964750.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -964768.312500 Penalty: 4391.842773
	Iteration 29Q: 3 clusters Score -964768.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -964788.375000 Penalty: 4391.842773
	Iteration 30Q: 3 clusters Score -964788.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -964807.250000 Penalty: 4391.842773
	Iteration 31Q: 3 clusters Score -964807.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -964827.937500 Penalty: 4391.842773
	Iteration 32Q: 3 clusters Score -964827.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -964839.000000 Penalty: 4391.842773
	Iteration 33Q: 3 clusters Score -964839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -964847.375000 Penalty: 4391.842773
	Iteration 34Q: 3 clusters Score -964847.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -964858.625000 Penalty: 4391.842773
	Iteration 35Q: 3 clusters Score -964858.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -964873.562500 Penalty: 4391.842773
	Iteration 36Q: 3 clusters Score -964873.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -964887.125000 Penalty: 4391.842773
	Iteration 37Q: 3 clusters Score -964887.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -964898.937500 Penalty: 4391.842773
	Iteration 38Q: 3 clusters Score -964898.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -964911.812500 Penalty: 4391.842773
	Iteration 39Q: 3 clusters Score -964911.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -964926.125000 Penalty: 4391.842773
	Iteration 40F: 3 clusters Score -964926.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -964938.125000 Penalty: 4391.842773
	Iteration 41Q: 3 clusters Score -964938.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -964946.062500 Penalty: 4391.842773
	Iteration 42Q: 3 clusters Score -964946.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -964955.000000 Penalty: 4391.842773
	Iteration 43Q: 3 clusters Score -964955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -964966.937500 Penalty: 4391.842773
	Iteration 44Q: 3 clusters Score -964966.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -964976.312500 Penalty: 4391.842773
	Iteration 45Q: 3 clusters Score -964976.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -964984.187500 Penalty: 4391.842773
	Iteration 46Q: 3 clusters Score -964984.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -964988.875000 Penalty: 4391.842773
	Iteration 47Q: 3 clusters Score -964988.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -964994.375000 Penalty: 4391.842773
	Iteration 48Q: 3 clusters Score -964994.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -965000.000000 Penalty: 4391.842773
	Iteration 49Q: 3 clusters Score -965000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -965002.437500 Penalty: 4391.842773
	Iteration 50Q: 3 clusters Score -965002.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -965007.500000 Penalty: 4391.842773
	Iteration 51Q: 3 clusters Score -965007.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -965010.562500 Penalty: 4391.842773
	Iteration 52Q: 3 clusters Score -965010.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -965018.312500 Penalty: 4391.842773
	Iteration 53Q: 3 clusters Score -965018.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -965024.750000 Penalty: 4391.842773
	Iteration 54Q: 3 clusters Score -965024.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -965028.750000 Penalty: 4391.842773
	Iteration 55Q: 3 clusters Score -965028.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -965037.875000 Penalty: 4391.842773
	Iteration 56Q: 3 clusters Score -965037.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -965043.187500 Penalty: 4391.842773
	Iteration 57Q: 3 clusters Score -965043.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -965049.125000 Penalty: 4391.842773
	Iteration 58Q: 3 clusters Score -965049.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -965057.937500 Penalty: 4391.842773
	Iteration 59Q: 3 clusters Score -965057.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -965063.125000 Penalty: 4391.842773
	Iteration 60F: 3 clusters Score -965063.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -965073.812500 Penalty: 4391.842773
	Iteration 61Q: 3 clusters Score -965073.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -965079.812500 Penalty: 4391.842773
	Iteration 62Q: 3 clusters Score -965079.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -965086.812500 Penalty: 4391.842773
	Iteration 63Q: 3 clusters Score -965086.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -965096.750000 Penalty: 4391.842773
	Iteration 64Q: 3 clusters Score -965096.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -965108.375000 Penalty: 4391.842773
	Iteration 65Q: 3 clusters Score -965108.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -965119.437500 Penalty: 4391.842773
	Iteration 66Q: 3 clusters Score -965119.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -965125.375000 Penalty: 4391.842773
	Iteration 67Q: 3 clusters Score -965125.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -965130.562500 Penalty: 4391.842773
	Iteration 68Q: 3 clusters Score -965130.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -965135.312500 Penalty: 4391.842773
	Iteration 69Q: 3 clusters Score -965135.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -965138.312500 Penalty: 4391.842773
	Iteration 70Q: 3 clusters Score -965138.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -965138.625000 Penalty: 4391.842773
	Iteration 71Q: 3 clusters Score -965138.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -965143.625000 Penalty: 4391.842773
	Iteration 72Q: 3 clusters Score -965143.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -965142.250000 Penalty: 4391.842773
	Iteration 73Q: 3 clusters Score -965142.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -965143.625000 Penalty: 4391.842773
	Iteration 74Q: 3 clusters Score -965143.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -965144.687500 Penalty: 4391.842773
	Iteration 75Q: 3 clusters Score -965144.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -965147.187500 Penalty: 4391.842773
	Iteration 76Q: 3 clusters Score -965147.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -965147.812500 Penalty: 4391.842773
	Iteration 77Q: 3 clusters Score -965147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -965149.375000 Penalty: 4391.842773
	Iteration 78Q: 3 clusters Score -965149.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -965150.750000 Penalty: 4391.842773
	Iteration 79Q: 3 clusters Score -965150.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -965151.500000 Penalty: 4391.842773
	Iteration 80F: 3 clusters Score -965151.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -965152.250000 Penalty: 4391.842773
	Iteration 81Q: 3 clusters Score -965152.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -965152.250000 Penalty: 4391.842773
	Iteration 82F: 3 clusters Score -965152.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 1017 members 
Mstep: Class 3 contains 24909 members 
Mstep: Class 4 contains 133004 members 
Mstep: Class 5 contains 26814 members 
Mstep: Class 6 contains 2072 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 9 contains 273299 members 
Mstep: Class 10 contains 13109 members 
Mstep: Class 11 contains 116869 members 
Mstep: Class 12 contains 215343 members 
Mstep: Class 16 contains 3542 members 
Mstep: Class 17 contains 6411 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 19 contains 8355 members 
Mstep: Class 21 contains 43440 members 
Mstep: Class 22 contains 7006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135757040.000000 Penalty: 71936.695312
Iteration 39Q: 22 clusters Score -1.35757e+08 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 73846 members 
Mstep: Class 2 contains 1003 members 
Mstep: Class 3 contains 25014 members 
Mstep: Class 4 contains 134167 members 
Mstep: Class 5 contains 25778 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 2131 members 
Mstep: Class 8 contains 2223 members 
Mstep: Class 9 contains 273405 members 
Mstep: Class 10 contains 13110 members 
Mstep: Class 11 contains 116175 members 
Mstep: Class 12 contains 215957 members 
Mstep: Class 13 contains 40899 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 1372 members 
Mstep: Class 16 contains 3608 members 
Mstep: Class 17 contains 6432 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 19 contains 8426 members 
Mstep: Class 21 contains 43480 members 
Mstep: Class 22 contains 7060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135759648.000000 Penalty: 71936.695312
Iteration 40F: 22 clusters Score -1.357596e+08 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 73394 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 24863 members 
Mstep: Class 4 contains 135246 members 
Mstep: Class 5 contains 24766 members 
Mstep: Class 6 contains 2188 members 
Mstep: Class 7 contains 2237 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 273272 members 
Mstep: Class 10 contains 13117 members 
Mstep: Class 11 contains 115183 members 
Mstep: Class 12 contains 216561 members 
Mstep: Class 13 contains 41219 members 
Mstep: Class 14 contains 666 members 
Mstep: Class 15 contains 1569 members 
Mstep: Class 16 contains 3696 members 
Mstep: Class 17 contains 6414 members 
Mstep: Class 18 contains 451 members 
Mstep: Class 19 contains 8504 members 
Mstep: Class 21 contains 43503 members 
Mstep: Class 22 contains 7141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135761520.000000 Penalty: 71936.695312
Iteration 41Q: 22 clusters Score -1.357615e+08 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 996 members 
Mstep: Class 3 contains 24913 members 
Mstep: Class 4 contains 136267 members 
Mstep: Class 5 contains 23730 members 
Mstep: Class 6 contains 2290 members 
Mstep: Class 7 contains 2305 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 273544 members 
Mstep: Class 10 contains 13131 members 
Mstep: Class 11 contains 114127 members 
Mstep: Class 12 contains 217192 members 
Mstep: Class 13 contains 41337 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 1704 members 
Mstep: Class 16 contains 3776 members 
Mstep: Class 17 contains 6420 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 8537 members 
Mstep: Class 21 contains 43509 members 
Mstep: Class 22 contains 7207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135762800.000000 Penalty: 71936.695312
Iteration 42Q: 22 clusters Score -1.357628e+08 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 72366 members 
Mstep: Class 2 contains 996 members 
Mstep: Class 3 contains 25019 members 
Mstep: Class 4 contains 137175 members 
Mstep: Class 5 contains 22722 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 273915 members 
Mstep: Class 10 contains 13151 members 
Mstep: Class 11 contains 113042 members 
Mstep: Class 12 contains 217882 members 
Mstep: Class 13 contains 41403 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 1796 members 
Mstep: Class 16 contains 3848 members 
Mstep: Class 17 contains 6411 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 19 contains 8587 members 
Mstep: Class 21 contains 43529 members 
Mstep: Class 22 contains 7263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135764240.000000 Penalty: 71936.695312
Iteration 43Q: 22 clusters Score -1.357642e+08 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 71808 members 
Mstep: Class 2 contains 995 members 
Mstep: Class 3 contains 25149 members 
Mstep: Class 4 contains 138181 members 
Mstep: Class 5 contains 21681 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 2418 members 
Mstep: Class 8 contains 2168 members 
Mstep: Class 9 contains 274297 members 
Mstep: Class 10 contains 13157 members 
Mstep: Class 11 contains 111988 members 
Mstep: Class 12 contains 218524 members 
Mstep: Class 13 contains 41451 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 1859 members 
Mstep: Class 16 contains 3917 members 
Mstep: Class 17 contains 6417 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 21 contains 43564 members 
Mstep: Class 22 contains 7336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135764720.000000 Penalty: 71936.695312
Iteration 44Q: 22 clusters Score -1.357647e+08 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 71252 members 
Mstep: Class 2 contains 995 members 
Mstep: Class 3 contains 25295 members 
Mstep: Class 4 contains 139196 members 
Mstep: Class 5 contains 20651 members 
Mstep: Class 6 contains 2548 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 274675 members 
Mstep: Class 10 contains 13153 members 
Mstep: Class 11 contains 110958 members 
Mstep: Class 12 contains 219178 members 
Mstep: Class 13 contains 41503 members 
Mstep: Class 14 contains 711 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 4006 members 
Mstep: Class 17 contains 6438 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 8686 members 
Mstep: Class 21 contains 43585 members 
Mstep: Class 22 contains 7377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135765664.000000 Penalty: 71936.695312
Iteration 45Q: 22 clusters Score -1.357657e+08 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 70617 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 25466 members 
Mstep: Class 4 contains 140224 members 
Mstep: Class 5 contains 19597 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 2490 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 275089 members 
Mstep: Class 10 contains 13139 members 
Mstep: Class 11 contains 109984 members 
Mstep: Class 12 contains 219777 members 
Mstep: Class 13 contains 41544 members 
Mstep: Class 14 contains 709 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 4106 members 
Mstep: Class 17 contains 6482 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 8736 members 
Mstep: Class 21 contains 43626 members 
Mstep: Class 22 contains 7416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135766656.000000 Penalty: 71936.695312
Iteration 46Q: 22 clusters Score -1.357667e+08 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 70063 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 25633 members 
Mstep: Class 4 contains 141185 members 
Mstep: Class 5 contains 18564 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 275532 members 
Mstep: Class 10 contains 13127 members 
Mstep: Class 11 contains 109032 members 
Mstep: Class 12 contains 220324 members 
Mstep: Class 13 contains 41556 members 
Mstep: Class 14 contains 715 members 
Mstep: Class 15 contains 1965 members 
Mstep: Class 16 contains 4198 members 
Mstep: Class 17 contains 6535 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 8775 members 
Mstep: Class 21 contains 43673 members 
Mstep: Class 22 contains 7454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135767280.000000 Penalty: 71936.695312
Iteration 47Q: 22 clusters Score -1.357673e+08 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 25787 members 
Mstep: Class 4 contains 142145 members 
Mstep: Class 5 contains 17582 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2554 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 276020 members 
Mstep: Class 10 contains 13102 members 
Mstep: Class 11 contains 108064 members 
Mstep: Class 12 contains 220874 members 
Mstep: Class 13 contains 41569 members 
Mstep: Class 14 contains 715 members 
Mstep: Class 15 contains 1987 members 
Mstep: Class 16 contains 4281 members 
Mstep: Class 17 contains 6614 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 8821 members 
Mstep: Class 21 contains 43751 members 
Mstep: Class 22 contains 7488 members 
Entering Unmasked Estep 
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Iteration 48Q: 22 clusters Score -1.357679e+08 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 68873 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 143103 members 
Mstep: Class 5 contains 16640 members 
Mstep: Class 6 contains 2844 members 
Mstep: Class 7 contains 2569 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 276426 members 
Mstep: Class 10 contains 13076 members 
Mstep: Class 11 contains 107116 members 
Mstep: Class 12 contains 221404 members 
Mstep: Class 13 contains 41569 members 
Mstep: Class 14 contains 714 members 
Mstep: Class 15 contains 2007 members 
Mstep: Class 16 contains 4353 members 
Mstep: Class 17 contains 6706 members 
Mstep: Class 18 contains 451 members 
Mstep: Class 19 contains 8858 members 
Mstep: Class 21 contains 43824 members 
Mstep: Class 22 contains 7522 members 
Entering Unmasked Estep 
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Iteration 49Q: 22 clusters Score -1.35769e+08 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 68257 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 26106 members 
Mstep: Class 4 contains 144076 members 
Mstep: Class 5 contains 15718 members 
Mstep: Class 6 contains 2903 members 
Mstep: Class 7 contains 2579 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 276825 members 
Mstep: Class 10 contains 13043 members 
Mstep: Class 11 contains 106258 members 
Mstep: Class 12 contains 221909 members 
Mstep: Class 13 contains 41585 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 2021 members 
Mstep: Class 16 contains 4421 members 
Mstep: Class 17 contains 6830 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 8895 members 
Mstep: Class 21 contains 43883 members 
Mstep: Class 22 contains 7544 members 
Entering Unmasked Estep 
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Iteration 50Q: 22 clusters Score -1.357694e+08 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 26239 members 
Mstep: Class 4 contains 144945 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 2965 members 
Mstep: Class 7 contains 2582 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 277221 members 
Mstep: Class 10 contains 12997 members 
Mstep: Class 11 contains 105414 members 
Mstep: Class 12 contains 222362 members 
Mstep: Class 13 contains 41596 members 
Mstep: Class 14 contains 712 members 
Mstep: Class 15 contains 2033 members 
Mstep: Class 16 contains 4496 members 
Mstep: Class 17 contains 6970 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 21 contains 43988 members 
Mstep: Class 22 contains 7572 members 
Entering Unmasked Estep 
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Iteration 51Q: 22 clusters Score -1.357699e+08 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 26388 members 
Mstep: Class 4 contains 145743 members 
Mstep: Class 5 contains 14103 members 
Mstep: Class 6 contains 3032 members 
Mstep: Class 7 contains 2577 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 277565 members 
Mstep: Class 10 contains 12935 members 
Mstep: Class 11 contains 104592 members 
Mstep: Class 12 contains 222779 members 
Mstep: Class 13 contains 41609 members 
Mstep: Class 14 contains 712 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 4578 members 
Mstep: Class 17 contains 7155 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 8976 members 
Mstep: Class 21 contains 44096 members 
Mstep: Class 22 contains 7599 members 
Entering Unmasked Estep 
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Iteration 52Q: 22 clusters Score -1.357699e+08 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 26511 members 
Mstep: Class 4 contains 146498 members 
Mstep: Class 5 contains 13371 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 7 contains 2580 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 277929 members 
Mstep: Class 10 contains 12851 members 
Mstep: Class 11 contains 103798 members 
Mstep: Class 12 contains 223159 members 
Mstep: Class 13 contains 41621 members 
Mstep: Class 14 contains 712 members 
Mstep: Class 15 contains 2059 members 
Mstep: Class 16 contains 4661 members 
Mstep: Class 17 contains 7344 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 9005 members 
Mstep: Class 21 contains 44214 members 
Mstep: Class 22 contains 7640 members 
Entering Unmasked Estep 
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Iteration 53Q: 22 clusters Score -1.357703e+08 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 66021 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 26619 members 
Mstep: Class 4 contains 147208 members 
Mstep: Class 5 contains 12701 members 
Mstep: Class 6 contains 3142 members 
Mstep: Class 7 contains 2579 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 278302 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 102996 members 
Mstep: Class 12 contains 223536 members 
Mstep: Class 13 contains 41635 members 
Mstep: Class 14 contains 712 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 4740 members 
Mstep: Class 17 contains 7517 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 9033 members 
Mstep: Class 21 contains 44321 members 
Mstep: Class 22 contains 7685 members 
Entering Unmasked Estep 
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Iteration 54Q: 22 clusters Score -1.357708e+08 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 998 members 
Mstep: Class 3 contains 26727 members 
Mstep: Class 4 contains 147898 members 
Mstep: Class 5 contains 12072 members 
Mstep: Class 6 contains 3187 members 
Mstep: Class 7 contains 2591 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 278641 members 
Mstep: Class 10 contains 12640 members 
Mstep: Class 11 contains 102244 members 
Mstep: Class 12 contains 223883 members 
Mstep: Class 13 contains 41624 members 
Mstep: Class 14 contains 712 members 
Mstep: Class 15 contains 2079 members 
Mstep: Class 16 contains 4839 members 
Mstep: Class 17 contains 7701 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 9041 members 
Mstep: Class 21 contains 44452 members 
Mstep: Class 22 contains 7728 members 
Entering Unmasked Estep 
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Iteration 55Q: 22 clusters Score -1.357719e+08 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 999 members 
Mstep: Class 3 contains 26814 members 
Mstep: Class 4 contains 148600 members 
Mstep: Class 5 contains 11488 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 2600 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 278947 members 
Mstep: Class 10 contains 12541 members 
Mstep: Class 11 contains 101496 members 
Mstep: Class 12 contains 224256 members 
Mstep: Class 13 contains 41615 members 
Mstep: Class 14 contains 712 members 
Mstep: Class 15 contains 2089 members 
Mstep: Class 16 contains 4936 members 
Mstep: Class 17 contains 7909 members 
Mstep: Class 18 contains 451 members 
Mstep: Class 19 contains 9054 members 
Mstep: Class 21 contains 44579 members 
Mstep: Class 22 contains 7777 members 
Entering Unmasked Estep 
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Iteration 56Q: 22 clusters Score -1.357728e+08 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 64389 members 
Mstep: Class 2 contains 999 members 
Mstep: Class 3 contains 26893 members 
Mstep: Class 4 contains 149314 members 
Mstep: Class 5 contains 10908 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 2607 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 279234 members 
Mstep: Class 10 contains 12443 members 
Mstep: Class 11 contains 100730 members 
Mstep: Class 12 contains 224660 members 
Mstep: Class 13 contains 41633 members 
Mstep: Class 14 contains 712 members 
Mstep: Class 15 contains 2099 members 
Mstep: Class 16 contains 5010 members 
Mstep: Class 17 contains 8103 members 
Mstep: Class 18 contains 451 members 
Mstep: Class 19 contains 9060 members 
Mstep: Class 21 contains 44686 members 
Mstep: Class 22 contains 7833 members 
Entering Unmasked Estep 
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Iteration 57Q: 22 clusters Score -1.357734e+08 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 999 members 
Mstep: Class 3 contains 26945 members 
Mstep: Class 4 contains 149971 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 3285 members 
Mstep: Class 7 contains 2618 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 279477 members 
Mstep: Class 10 contains 12377 members 
Mstep: Class 11 contains 99968 members 
Mstep: Class 12 contains 225095 members 
Mstep: Class 13 contains 41641 members 
Mstep: Class 14 contains 711 members 
Mstep: Class 15 contains 2107 members 
Mstep: Class 16 contains 5063 members 
Mstep: Class 17 contains 8306 members 
Mstep: Class 18 contains 451 members 
Mstep: Class 19 contains 9073 members 
Mstep: Class 21 contains 44831 members 
Mstep: Class 22 contains 7902 members 
Entering Unmasked Estep 
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Iteration 58Q: 22 clusters Score -1.357742e+08 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 999 members 
Mstep: Class 3 contains 26949 members 
Mstep: Class 4 contains 150567 members 
Mstep: Class 5 contains 9929 members 
Mstep: Class 6 contains 3311 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 279795 members 
Mstep: Class 10 contains 12298 members 
Mstep: Class 11 contains 99187 members 
Mstep: Class 12 contains 225539 members 
Mstep: Class 13 contains 41654 members 
Mstep: Class 14 contains 711 members 
Mstep: Class 15 contains 2118 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 8535 members 
Mstep: Class 18 contains 451 members 
Mstep: Class 19 contains 9080 members 
Mstep: Class 21 contains 44966 members 
Mstep: Class 22 contains 7983 members 
Entering Unmasked Estep 
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Iteration 59Q: 22 clusters Score -1.357744e+08 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 999 members 
Mstep: Class 3 contains 26980 members 
Mstep: Class 4 contains 151191 members 
Mstep: Class 5 contains 9477 members 
Mstep: Class 6 contains 3338 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 280060 members 
Mstep: Class 10 contains 12236 members 
Mstep: Class 11 contains 98395 members 
Mstep: Class 12 contains 225967 members 
Mstep: Class 13 contains 41658 members 
Mstep: Class 14 contains 711 members 
Mstep: Class 15 contains 2124 members 
Mstep: Class 16 contains 5146 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 451 members 
Mstep: Class 19 contains 9077 members 
Mstep: Class 21 contains 45097 members 
Mstep: Class 22 contains 8044 members 
Entering Unmasked Estep 
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Iteration 60F: 22 clusters Score -1.357753e+08 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 996 members 
Mstep: Class 3 contains 26966 members 
Mstep: Class 4 contains 151720 members 
Mstep: Class 5 contains 9078 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 7 contains 2650 members 
Mstep: Class 8 contains 2159 members 
Mstep: Class 9 contains 280363 members 
Mstep: Class 10 contains 12192 members 
Mstep: Class 11 contains 97597 members 
Mstep: Class 12 contains 226342 members 
Mstep: Class 13 contains 41680 members 
Mstep: Class 14 contains 715 members 
Mstep: Class 15 contains 2130 members 
Mstep: Class 16 contains 5202 members 
Mstep: Class 17 contains 9051 members 
Mstep: Class 18 contains 459 members 
Mstep: Class 19 contains 9072 members 
Mstep: Class 21 contains 45236 members 
Mstep: Class 22 contains 8088 members 
Entering Unmasked Estep 
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Iteration 61Q: 22 clusters Score -1.35776e+08 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 3 contains 26941 members 
Mstep: Class 4 contains 152201 members 
Mstep: Class 5 contains 8709 members 
Mstep: Class 6 contains 3363 members 
Mstep: Class 7 contains 2664 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 280628 members 
Mstep: Class 10 contains 12148 members 
Mstep: Class 11 contains 96790 members 
Mstep: Class 12 contains 226697 members 
Mstep: Class 13 contains 41706 members 
Mstep: Class 14 contains 717 members 
Mstep: Class 15 contains 2138 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 9336 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 9062 members 
Mstep: Class 21 contains 45390 members 
Mstep: Class 22 contains 8124 members 
Entering Unmasked Estep 
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Iteration 62Q: 22 clusters Score -1.357764e+08 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 61242 members 
Mstep: Class 2 contains 983 members 
Mstep: Class 3 contains 26912 members 
Mstep: Class 4 contains 152708 members 
Mstep: Class 5 contains 8356 members 
Mstep: Class 6 contains 3374 members 
Mstep: Class 7 contains 2668 members 
Mstep: Class 8 contains 2140 members 
Mstep: Class 9 contains 280937 members 
Mstep: Class 10 contains 12106 members 
Mstep: Class 11 contains 95950 members 
Mstep: Class 12 contains 227032 members 
Mstep: Class 13 contains 41722 members 
Mstep: Class 14 contains 716 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 9643 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 9050 members 
Mstep: Class 21 contains 45558 members 
Mstep: Class 22 contains 8151 members 
Entering Unmasked Estep 
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Iteration 63Q: 22 clusters Score -1.357765e+08 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 60866 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 26891 members 
Mstep: Class 4 contains 153127 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 3383 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 2130 members 
Mstep: Class 9 contains 281261 members 
Mstep: Class 10 contains 12073 members 
Mstep: Class 11 contains 95065 members 
Mstep: Class 12 contains 227353 members 
Mstep: Class 13 contains 41743 members 
Mstep: Class 14 contains 718 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5344 members 
Mstep: Class 17 contains 9934 members 
Mstep: Class 18 contains 496 members 
Mstep: Class 19 contains 9058 members 
Mstep: Class 21 contains 45742 members 
Mstep: Class 22 contains 8156 members 
Entering Unmasked Estep 
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Iteration 64Q: 22 clusters Score -1.357769e+08 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 60509 members 
Mstep: Class 2 contains 970 members 
Mstep: Class 3 contains 26877 members 
Mstep: Class 4 contains 153499 members 
Mstep: Class 5 contains 7783 members 
Mstep: Class 6 contains 3395 members 
Mstep: Class 7 contains 2678 members 
Mstep: Class 8 contains 2120 members 
Mstep: Class 9 contains 281548 members 
Mstep: Class 10 contains 12025 members 
Mstep: Class 11 contains 94211 members 
Mstep: Class 12 contains 227657 members 
Mstep: Class 13 contains 41764 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 15 contains 2158 members 
Mstep: Class 16 contains 5381 members 
Mstep: Class 17 contains 10202 members 
Mstep: Class 18 contains 511 members 
Mstep: Class 19 contains 9068 members 
Mstep: Class 21 contains 45957 members 
Mstep: Class 22 contains 8149 members 
Entering Unmasked Estep 
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Iteration 65Q: 22 clusters Score -1.357772e+08 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 60178 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 3 contains 26888 members 
Mstep: Class 4 contains 153804 members 
Mstep: Class 5 contains 7539 members 
Mstep: Class 6 contains 3407 members 
Mstep: Class 7 contains 2684 members 
Mstep: Class 8 contains 2116 members 
Mstep: Class 9 contains 281852 members 
Mstep: Class 10 contains 11988 members 
Mstep: Class 11 contains 93400 members 
Mstep: Class 12 contains 227951 members 
Mstep: Class 13 contains 41777 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 15 contains 2165 members 
Mstep: Class 16 contains 5420 members 
Mstep: Class 17 contains 10438 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 9073 members 
Mstep: Class 21 contains 46160 members 
Mstep: Class 22 contains 8139 members 
Entering Unmasked Estep 
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Iteration 66Q: 22 clusters Score -1.357771e+08 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 59914 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 26902 members 
Mstep: Class 4 contains 154004 members 
Mstep: Class 5 contains 7325 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 2115 members 
Mstep: Class 9 contains 282195 members 
Mstep: Class 10 contains 11976 members 
Mstep: Class 11 contains 92583 members 
Mstep: Class 12 contains 228243 members 
Mstep: Class 13 contains 41790 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 10652 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 9088 members 
Mstep: Class 21 contains 46336 members 
Mstep: Class 22 contains 8116 members 
Entering Unmasked Estep 
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Iteration 67Q: 22 clusters Score -1.357773e+08 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 26928 members 
Mstep: Class 4 contains 154149 members 
Mstep: Class 5 contains 7120 members 
Mstep: Class 6 contains 3434 members 
Mstep: Class 7 contains 2696 members 
Mstep: Class 8 contains 2113 members 
Mstep: Class 9 contains 282534 members 
Mstep: Class 10 contains 11952 members 
Mstep: Class 11 contains 91824 members 
Mstep: Class 12 contains 228522 members 
Mstep: Class 13 contains 41810 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 10824 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 9108 members 
Mstep: Class 21 contains 46520 members 
Mstep: Class 22 contains 8104 members 
Entering Unmasked Estep 
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Iteration 68Q: 22 clusters Score -1.357771e+08 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 26927 members 
Mstep: Class 4 contains 154249 members 
Mstep: Class 5 contains 6913 members 
Mstep: Class 6 contains 3446 members 
Mstep: Class 7 contains 2699 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 282860 members 
Mstep: Class 10 contains 11943 members 
Mstep: Class 11 contains 91069 members 
Mstep: Class 12 contains 228854 members 
Mstep: Class 13 contains 41828 members 
Mstep: Class 14 contains 723 members 
Mstep: Class 15 contains 2175 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 10974 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 9130 members 
Mstep: Class 21 contains 46691 members 
Mstep: Class 22 contains 8096 members 
Entering Unmasked Estep 
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Iteration 69Q: 22 clusters Score -1.357773e+08 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 26937 members 
Mstep: Class 4 contains 154328 members 
Mstep: Class 5 contains 6727 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 2710 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 283163 members 
Mstep: Class 10 contains 11907 members 
Mstep: Class 11 contains 90300 members 
Mstep: Class 12 contains 229201 members 
Mstep: Class 13 contains 41850 members 
Mstep: Class 14 contains 723 members 
Mstep: Class 15 contains 2179 members 
Mstep: Class 16 contains 5593 members 
Mstep: Class 17 contains 11123 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 9174 members 
Mstep: Class 21 contains 46858 members 
Mstep: Class 22 contains 8080 members 
Entering Unmasked Estep 
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Iteration 70Q: 22 clusters Score -1.357773e+08 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 26963 members 
Mstep: Class 4 contains 154362 members 
Mstep: Class 5 contains 6530 members 
Mstep: Class 6 contains 3472 members 
Mstep: Class 7 contains 2728 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 283416 members 
Mstep: Class 10 contains 11873 members 
Mstep: Class 11 contains 89564 members 
Mstep: Class 12 contains 229548 members 
Mstep: Class 13 contains 41879 members 
Mstep: Class 14 contains 723 members 
Mstep: Class 15 contains 2180 members 
Mstep: Class 16 contains 5659 members 
Mstep: Class 17 contains 11259 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 9218 members 
Mstep: Class 21 contains 47027 members 
Mstep: Class 22 contains 8072 members 
Entering Unmasked Estep 
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Iteration 71Q: 22 clusters Score -1.357773e+08 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 58950 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 27002 members 
Mstep: Class 4 contains 154371 members 
Mstep: Class 5 contains 6353 members 
Mstep: Class 6 contains 3487 members 
Mstep: Class 7 contains 2737 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 283649 members 
Mstep: Class 10 contains 11820 members 
Mstep: Class 11 contains 88878 members 
Mstep: Class 12 contains 229918 members 
Mstep: Class 13 contains 41894 members 
Mstep: Class 14 contains 723 members 
Mstep: Class 15 contains 2180 members 
Mstep: Class 16 contains 5734 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 9261 members 
Mstep: Class 21 contains 47184 members 
Mstep: Class 22 contains 8070 members 
Entering Unmasked Estep 
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Iteration 72Q: 22 clusters Score -1.357774e+08 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 27021 members 
Mstep: Class 4 contains 154367 members 
Mstep: Class 5 contains 6176 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 2738 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 283864 members 
Mstep: Class 10 contains 11782 members 
Mstep: Class 11 contains 88234 members 
Mstep: Class 12 contains 230262 members 
Mstep: Class 13 contains 41916 members 
Mstep: Class 14 contains 723 members 
Mstep: Class 15 contains 2181 members 
Mstep: Class 16 contains 5800 members 
Mstep: Class 17 contains 11487 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 9308 members 
Mstep: Class 21 contains 47325 members 
Mstep: Class 22 contains 8051 members 
Entering Unmasked Estep 
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Iteration 73Q: 22 clusters Score -1.357771e+08 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 27050 members 
Mstep: Class 4 contains 154332 members 
Mstep: Class 5 contains 6011 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 7 contains 2752 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 284088 members 
Mstep: Class 10 contains 11749 members 
Mstep: Class 11 contains 87607 members 
Mstep: Class 12 contains 230568 members 
Mstep: Class 13 contains 41936 members 
Mstep: Class 14 contains 725 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 16 contains 5872 members 
Mstep: Class 17 contains 11594 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 9343 members 
Mstep: Class 21 contains 47463 members 
Mstep: Class 22 contains 8037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135777040.000000 Penalty: 71936.695312
Iteration 74Q: 22 clusters Score -1.35777e+08 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 961 members 
Mstep: Class 3 contains 27057 members 
Mstep: Class 4 contains 154338 members 
Mstep: Class 5 contains 5846 members 
Mstep: Class 6 contains 3517 members 
Mstep: Class 7 contains 2759 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 284329 members 
Mstep: Class 10 contains 11728 members 
Mstep: Class 11 contains 86993 members 
Mstep: Class 12 contains 230815 members 
Mstep: Class 13 contains 41959 members 
Mstep: Class 14 contains 730 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 16 contains 5931 members 
Mstep: Class 17 contains 11699 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 9378 members 
Mstep: Class 21 contains 47601 members 
Mstep: Class 22 contains 8033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135776848.000000 Penalty: 71936.695312
Iteration 75Q: 22 clusters Score -1.357768e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 961 members 
Mstep: Class 3 contains 27095 members 
Mstep: Class 4 contains 154292 members 
Mstep: Class 5 contains 5702 members 
Mstep: Class 6 contains 3526 members 
Mstep: Class 7 contains 2767 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 284601 members 
Mstep: Class 10 contains 11695 members 
Mstep: Class 11 contains 86377 members 
Mstep: Class 12 contains 231076 members 
Mstep: Class 13 contains 41985 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 16 contains 6017 members 
Mstep: Class 17 contains 11776 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 9398 members 
Mstep: Class 21 contains 47712 members 
Mstep: Class 22 contains 8020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135777040.000000 Penalty: 71936.695312
Iteration 76Q: 22 clusters Score -1.35777e+08 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 961 members 
Mstep: Class 3 contains 27105 members 
Mstep: Class 4 contains 154248 members 
Mstep: Class 5 contains 5577 members 
Mstep: Class 6 contains 3532 members 
Mstep: Class 7 contains 2786 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 284808 members 
Mstep: Class 10 contains 11653 members 
Mstep: Class 11 contains 85785 members 
Mstep: Class 12 contains 231362 members 
Mstep: Class 13 contains 42008 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2187 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 11857 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 9446 members 
Mstep: Class 21 contains 47820 members 
Mstep: Class 22 contains 8001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135776960.000000 Penalty: 71936.695312
Iteration 77Q: 22 clusters Score -1.35777e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 961 members 
Mstep: Class 3 contains 27113 members 
Mstep: Class 4 contains 154231 members 
Mstep: Class 5 contains 5441 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2795 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 284965 members 
Mstep: Class 10 contains 11602 members 
Mstep: Class 11 contains 85222 members 
Mstep: Class 12 contains 231634 members 
Mstep: Class 13 contains 42028 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2191 members 
Mstep: Class 16 contains 6167 members 
Mstep: Class 17 contains 11942 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 9486 members 
Mstep: Class 21 contains 47968 members 
Mstep: Class 22 contains 7992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135777024.000000 Penalty: 71936.695312
Iteration 78Q: 22 clusters Score -1.35777e+08 nChanged 2217
Entering ConstructFrom: 
Score: -135777024.000000 Penalty: 71936.695312
Entering ConstructFrom: 
Trying to split cluster 1 (58486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58486 members 
Entering Unmasked Estep 
Score: -8223564.500000 Penalty: 2722.182617
	Iteration 0F: 2 clusters Score -8223564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -8184113.000000 Penalty: 5444.365234
	Iteration 0F: 3 clusters Score -8184113 nChanged 27248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -8199497.500000 Penalty: 5444.365234
	Iteration 1F: 3 clusters Score -8199498 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -8200003.500000 Penalty: 5444.365234
	Iteration 2Q: 3 clusters Score -8200004 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -8200442.000000 Penalty: 5444.365234
	Iteration 3Q: 3 clusters Score -8200442 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -8200923.000000 Penalty: 5444.365234
	Iteration 4Q: 3 clusters Score -8200923 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -8201508.000000 Penalty: 5444.365234
	Iteration 5Q: 3 clusters Score -8201508 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -8202190.000000 Penalty: 5444.365234
	Iteration 6Q: 3 clusters Score -8202190 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -8203201.500000 Penalty: 5444.365234
	Iteration 7Q: 3 clusters Score -8203202 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -8204612.000000 Penalty: 5444.365234
	Iteration 8Q: 3 clusters Score -8204612 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -8206600.000000 Penalty: 5444.365234
	Iteration 9F: 3 clusters Score -8206600 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -8209147.500000 Penalty: 5444.365234
	Iteration 10F: 3 clusters Score -8209148 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -8211593.000000 Penalty: 5444.365234
	Iteration 11F: 3 clusters Score -8211593 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -8213623.000000 Penalty: 5444.365234
	Iteration 12Q: 3 clusters Score -8213623 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -8215221.500000 Penalty: 5444.365234
	Iteration 13Q: 3 clusters Score -8215222 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -8216355.500000 Penalty: 5444.365234
	Iteration 14Q: 3 clusters Score -8216356 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -8217317.500000 Penalty: 5444.365234
	Iteration 15Q: 3 clusters Score -8217318 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -8218060.500000 Penalty: 5444.365234
	Iteration 16Q: 3 clusters Score -8218060 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -8218679.500000 Penalty: 5444.365234
	Iteration 17Q: 3 clusters Score -8218680 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -8219267.500000 Penalty: 5444.365234
	Iteration 18Q: 3 clusters Score -8219268 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -8219763.000000 Penalty: 5444.365234
	Iteration 19Q: 3 clusters Score -8219763 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -8220116.000000 Penalty: 5444.365234
	Iteration 20F: 3 clusters Score -8220116 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 56660 members 
Entering Unmasked Estep 
Score: -8220419.500000 Penalty: 5444.365234
	Iteration 21Q: 3 clusters Score -8220420 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -8220648.000000 Penalty: 5444.365234
	Iteration 22Q: 3 clusters Score -8220648 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -8220786.500000 Penalty: 5444.365234
	Iteration 23Q: 3 clusters Score -8220786 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -8220910.500000 Penalty: 5444.365234
	Iteration 24Q: 3 clusters Score -8220910 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -8221006.500000 Penalty: 5444.365234
	Iteration 25Q: 3 clusters Score -8221006 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -8221067.000000 Penalty: 5444.365234
	Iteration 26Q: 3 clusters Score -8221067 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 57678 members 
Entering Unmasked Estep 
Score: -8221097.500000 Penalty: 5444.365234
	Iteration 27Q: 3 clusters Score -8221098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -8221134.500000 Penalty: 5444.365234
	Iteration 28Q: 3 clusters Score -8221134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -8221153.500000 Penalty: 5444.365234
	Iteration 29Q: 3 clusters Score -8221154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 57782 members 
Entering Unmasked Estep 
Score: -8221176.500000 Penalty: 5444.365234
	Iteration 30Q: 3 clusters Score -8221176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -8221195.000000 Penalty: 5444.365234
	Iteration 31Q: 3 clusters Score -8221195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -8221195.500000 Penalty: 5444.365234
	Iteration 32Q: 3 clusters Score -8221196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 57820 members 
Entering Unmasked Estep 
Score: -8221210.500000 Penalty: 5444.365234
	Iteration 33Q: 3 clusters Score -8221210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 57831 members 
Entering Unmasked Estep 
Score: -8221225.000000 Penalty: 5444.365234
	Iteration 34Q: 3 clusters Score -8221225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -8221225.500000 Penalty: 5444.365234
	Iteration 35Q: 3 clusters Score -8221226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -8221243.000000 Penalty: 5444.365234
	Iteration 36Q: 3 clusters Score -8221243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 57851 members 
Entering Unmasked Estep 
Score: -8221249.500000 Penalty: 5444.365234
	Iteration 37Q: 3 clusters Score -8221250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 57861 members 
Entering Unmasked Estep 
Score: -8221264.000000 Penalty: 5444.365234
	Iteration 38Q: 3 clusters Score -8221264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -8221269.000000 Penalty: 5444.365234
	Iteration 39Q: 3 clusters Score -8221269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 57870 members 
Entering Unmasked Estep 
Score: -8221269.500000 Penalty: 5444.365234
	Iteration 40F: 3 clusters Score -8221270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -8221273.000000 Penalty: 5444.365234
	Iteration 41Q: 3 clusters Score -8221273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 57872 members 
Entering Unmasked Estep 
Score: -8221275.500000 Penalty: 5444.365234
	Iteration 42Q: 3 clusters Score -8221276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -8221278.500000 Penalty: 5444.365234
	Iteration 43Q: 3 clusters Score -8221278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -8221270.000000 Penalty: 5444.365234
	Iteration 44Q: 3 clusters Score -8221270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -8221279.000000 Penalty: 5444.365234
	Iteration 45Q: 3 clusters Score -8221279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 57882 members 
Entering Unmasked Estep 
Score: -8221280.000000 Penalty: 5444.365234
	Iteration 46Q: 3 clusters Score -8221280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 57886 members 
Entering Unmasked Estep 
Score: -8221282.500000 Penalty: 5444.365234
	Iteration 47Q: 3 clusters Score -8221282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 57890 members 
Entering Unmasked Estep 
Score: -8221284.000000 Penalty: 5444.365234
	Iteration 48Q: 3 clusters Score -8221284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -8221283.500000 Penalty: 5444.365234
	Iteration 49Q: 3 clusters Score -8221284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 57893 members 
Entering Unmasked Estep 
Score: -8221280.000000 Penalty: 5444.365234
	Iteration 50Q: 3 clusters Score -8221280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -8221281.000000 Penalty: 5444.365234
	Iteration 51Q: 3 clusters Score -8221281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -8221288.500000 Penalty: 5444.365234
	Iteration 52Q: 3 clusters Score -8221288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -8221292.000000 Penalty: 5444.365234
	Iteration 53Q: 3 clusters Score -8221292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
Score: -8221294.500000 Penalty: 5444.365234
	Iteration 54Q: 3 clusters Score -8221294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -8221292.000000 Penalty: 5444.365234
	Iteration 55Q: 3 clusters Score -8221292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -8221297.500000 Penalty: 5444.365234
	Iteration 56Q: 3 clusters Score -8221298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -8221299.000000 Penalty: 5444.365234
	Iteration 57Q: 3 clusters Score -8221299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 57911 members 
Entering Unmasked Estep 
Score: -8221300.500000 Penalty: 5444.365234
	Iteration 58Q: 3 clusters Score -8221300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -8221301.000000 Penalty: 5444.365234
	Iteration 59Q: 3 clusters Score -8221301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -8221301.000000 Penalty: 5444.365234
	Iteration 60F: 3 clusters Score -8221301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -111018.281250 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -111018.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -109390.453125 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -109390.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -110336.148438 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -110336.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -111200.414062 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -111200.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -111891.632812 Penalty: 3406.515137
	Iteration 3F: 3 clusters Score -111891.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -112424.695312 Penalty: 3406.515137
	Iteration 4F: 3 clusters Score -112424.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -112603.531250 Penalty: 3406.515137
	Iteration 5Q: 3 clusters Score -112603.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -112681.234375 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -112681.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -112736.312500 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -112736.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -112801.984375 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -112802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -112828.406250 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -112828.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -112848.507812 Penalty: 3406.515137
	Iteration 10Q: 3 clusters Score -112848.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -112859.945312 Penalty: 3406.515137
	Iteration 11Q: 3 clusters Score -112859.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -112863.554688 Penalty: 3406.515137
	Iteration 12Q: 3 clusters Score -112863.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -112864.820312 Penalty: 3406.515137
	Iteration 13Q: 3 clusters Score -112864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -112867.273438 Penalty: 3406.515137
	Iteration 14Q: 3 clusters Score -112867.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -112878.734375 Penalty: 3406.515137
	Iteration 15Q: 3 clusters Score -112878.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -112914.773438 Penalty: 3406.515137
	Iteration 16Q: 3 clusters Score -112914.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -112944.882812 Penalty: 3406.515137
	Iteration 17Q: 3 clusters Score -112944.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -112987.132812 Penalty: 3406.515137
	Iteration 18Q: 3 clusters Score -112987.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -113154.570312 Penalty: 3406.515137
	Iteration 19Q: 3 clusters Score -113154.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -113324.054688 Penalty: 3406.515137
	Iteration 20F: 3 clusters Score -113324.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -113326.960938 Penalty: 3406.515137
	Iteration 21Q: 3 clusters Score -113327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -113328.742188 Penalty: 3406.515137
	Iteration 22Q: 3 clusters Score -113328.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -113328.742188 Penalty: 3406.515137
	Iteration 23F: 3 clusters Score -113328.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 27137 members 
Mstep: Class 4 contains 154174 members 
Mstep: Class 5 contains 5327 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 285118 members 
Mstep: Class 10 contains 11542 members 
Mstep: Class 11 contains 84725 members 
Mstep: Class 12 contains 231893 members 
Mstep: Class 13 contains 42031 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2195 members 
Mstep: Class 16 contains 6233 members 
Mstep: Class 17 contains 12029 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 9530 members 
Mstep: Class 20 contains 585 members 
Mstep: Class 21 contains 48085 members 
Mstep: Class 22 contains 7994 members 
Entering Unmasked Estep 
Score: -135777888.000000 Penalty: 75362.250000
Splitting cluster 2 changes total score from -135777024.000000 to -135777888.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (27137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Entering Unmasked Estep 
Score: -3633459.000000 Penalty: 2531.746094
	Iteration 0F: 2 clusters Score -3633459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -3614791.250000 Penalty: 5063.492188
	Iteration 0F: 3 clusters Score -3614791 nChanged 12058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3621344.750000 Penalty: 5063.492188
	Iteration 1F: 3 clusters Score -3621345 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -3621836.000000 Penalty: 5063.492188
	Iteration 2F: 3 clusters Score -3621836 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3622285.500000 Penalty: 5063.492188
	Iteration 3Q: 3 clusters Score -3622286 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3622738.250000 Penalty: 5063.492188
	Iteration 4Q: 3 clusters Score -3622738 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -3623246.750000 Penalty: 5063.492188
	Iteration 5Q: 3 clusters Score -3623247 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -3623904.000000 Penalty: 5063.492188
	Iteration 6Q: 3 clusters Score -3623904 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3624587.750000 Penalty: 5063.492188
	Iteration 7Q: 3 clusters Score -3624588 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -3625312.500000 Penalty: 5063.492188
	Iteration 8Q: 3 clusters Score -3625312 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -3626078.500000 Penalty: 5063.492188
	Iteration 9Q: 3 clusters Score -3626078 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -3626790.000000 Penalty: 5063.492188
	Iteration 10Q: 3 clusters Score -3626790 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -3627303.250000 Penalty: 5063.492188
	Iteration 11Q: 3 clusters Score -3627303 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -3627741.500000 Penalty: 5063.492188
	Iteration 12Q: 3 clusters Score -3627742 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3628132.500000 Penalty: 5063.492188
	Iteration 13Q: 3 clusters Score -3628132 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3628500.000000 Penalty: 5063.492188
	Iteration 14Q: 3 clusters Score -3628500 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -3628803.250000 Penalty: 5063.492188
	Iteration 15Q: 3 clusters Score -3628803 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -3629028.250000 Penalty: 5063.492188
	Iteration 16Q: 3 clusters Score -3629028 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -3629166.250000 Penalty: 5063.492188
	Iteration 17Q: 3 clusters Score -3629166 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3629251.250000 Penalty: 5063.492188
	Iteration 18Q: 3 clusters Score -3629251 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -3629331.500000 Penalty: 5063.492188
	Iteration 19Q: 3 clusters Score -3629332 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -3629389.750000 Penalty: 5063.492188
	Iteration 20F: 3 clusters Score -3629390 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -3629468.250000 Penalty: 5063.492188
	Iteration 21Q: 3 clusters Score -3629468 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -3629542.500000 Penalty: 5063.492188
	Iteration 22Q: 3 clusters Score -3629542 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -3629607.500000 Penalty: 5063.492188
	Iteration 23Q: 3 clusters Score -3629608 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -3629680.500000 Penalty: 5063.492188
	Iteration 24Q: 3 clusters Score -3629680 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -3629733.750000 Penalty: 5063.492188
	Iteration 25Q: 3 clusters Score -3629734 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -3629807.250000 Penalty: 5063.492188
	Iteration 26Q: 3 clusters Score -3629807 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -3629888.750000 Penalty: 5063.492188
	Iteration 27Q: 3 clusters Score -3629889 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -3629973.000000 Penalty: 5063.492188
	Iteration 28Q: 3 clusters Score -3629973 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3630056.750000 Penalty: 5063.492188
	Iteration 29Q: 3 clusters Score -3630057 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3630124.750000 Penalty: 5063.492188
	Iteration 30Q: 3 clusters Score -3630125 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -3630235.250000 Penalty: 5063.492188
	Iteration 31Q: 3 clusters Score -3630235 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3630322.500000 Penalty: 5063.492188
	Iteration 32Q: 3 clusters Score -3630322 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3630402.000000 Penalty: 5063.492188
	Iteration 33Q: 3 clusters Score -3630402 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3630458.500000 Penalty: 5063.492188
	Iteration 34Q: 3 clusters Score -3630458 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3630533.250000 Penalty: 5063.492188
	Iteration 35Q: 3 clusters Score -3630533 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3630605.000000 Penalty: 5063.492188
	Iteration 36Q: 3 clusters Score -3630605 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3630663.750000 Penalty: 5063.492188
	Iteration 37Q: 3 clusters Score -3630664 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3630720.500000 Penalty: 5063.492188
	Iteration 38Q: 3 clusters Score -3630720 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3630763.000000 Penalty: 5063.492188
	Iteration 39Q: 3 clusters Score -3630763 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3630823.000000 Penalty: 5063.492188
	Iteration 40F: 3 clusters Score -3630823 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3630879.250000 Penalty: 5063.492188
	Iteration 41Q: 3 clusters Score -3630879 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3630934.500000 Penalty: 5063.492188
	Iteration 42Q: 3 clusters Score -3630934 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3630975.250000 Penalty: 5063.492188
	Iteration 43Q: 3 clusters Score -3630975 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3631031.000000 Penalty: 5063.492188
	Iteration 44Q: 3 clusters Score -3631031 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3631067.000000 Penalty: 5063.492188
	Iteration 45Q: 3 clusters Score -3631067 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3631105.500000 Penalty: 5063.492188
	Iteration 46Q: 3 clusters Score -3631106 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3631129.750000 Penalty: 5063.492188
	Iteration 47Q: 3 clusters Score -3631130 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3631147.500000 Penalty: 5063.492188
	Iteration 48Q: 3 clusters Score -3631148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3631168.000000 Penalty: 5063.492188
	Iteration 49Q: 3 clusters Score -3631168 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3631192.250000 Penalty: 5063.492188
	Iteration 50Q: 3 clusters Score -3631192 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3631201.000000 Penalty: 5063.492188
	Iteration 51Q: 3 clusters Score -3631201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3631201.250000 Penalty: 5063.492188
	Iteration 52Q: 3 clusters Score -3631201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3631205.500000 Penalty: 5063.492188
	Iteration 53Q: 3 clusters Score -3631206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3631216.750000 Penalty: 5063.492188
	Iteration 54Q: 3 clusters Score -3631217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3631234.750000 Penalty: 5063.492188
	Iteration 55Q: 3 clusters Score -3631235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3631249.750000 Penalty: 5063.492188
	Iteration 56Q: 3 clusters Score -3631250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3631263.000000 Penalty: 5063.492188
	Iteration 57Q: 3 clusters Score -3631263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3631272.000000 Penalty: 5063.492188
	Iteration 58Q: 3 clusters Score -3631272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3631285.000000 Penalty: 5063.492188
	Iteration 59Q: 3 clusters Score -3631285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3631294.000000 Penalty: 5063.492188
	Iteration 60F: 3 clusters Score -3631294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3631305.000000 Penalty: 5063.492188
	Iteration 61Q: 3 clusters Score -3631305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3631306.250000 Penalty: 5063.492188
	Iteration 62Q: 3 clusters Score -3631306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3631311.000000 Penalty: 5063.492188
	Iteration 63Q: 3 clusters Score -3631311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3631318.250000 Penalty: 5063.492188
	Iteration 64Q: 3 clusters Score -3631318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3631320.250000 Penalty: 5063.492188
	Iteration 65Q: 3 clusters Score -3631320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3631326.000000 Penalty: 5063.492188
	Iteration 66Q: 3 clusters Score -3631326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3631331.750000 Penalty: 5063.492188
	Iteration 67Q: 3 clusters Score -3631332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3631330.750000 Penalty: 5063.492188
	Iteration 68Q: 3 clusters Score -3631331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3631332.250000 Penalty: 5063.492188
	Iteration 69Q: 3 clusters Score -3631332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3631330.000000 Penalty: 5063.492188
	Iteration 70Q: 3 clusters Score -3631330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3631336.750000 Penalty: 5063.492188
	Iteration 71Q: 3 clusters Score -3631337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3631339.250000 Penalty: 5063.492188
	Iteration 72Q: 3 clusters Score -3631339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3631338.000000 Penalty: 5063.492188
	Iteration 73Q: 3 clusters Score -3631338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3631338.000000 Penalty: 5063.492188
	Iteration 74F: 3 clusters Score -3631338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (154174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154174 members 
Entering Unmasked Estep 
Score: -21533102.000000 Penalty: 2962.567627
	Iteration 0F: 2 clusters Score -2.15331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77350 members 
Mstep: Class 2 contains 76824 members 
Entering Unmasked Estep 
Score: -21432588.000000 Penalty: 5925.135254
	Iteration 0F: 3 clusters Score -2.143259e+07 nChanged 73993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79157 members 
Mstep: Class 2 contains 75017 members 
Entering Unmasked Estep 
Score: -21476146.000000 Penalty: 5925.135254
	Iteration 1F: 3 clusters Score -2.147615e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80093 members 
Mstep: Class 2 contains 74081 members 
Entering Unmasked Estep 
Score: -21477602.000000 Penalty: 5925.135254
	Iteration 2Q: 3 clusters Score -2.14776e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81373 members 
Mstep: Class 2 contains 72801 members 
Entering Unmasked Estep 
Score: -21479820.000000 Penalty: 5925.135254
	Iteration 3Q: 3 clusters Score -2.147982e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83148 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
Score: -21482628.000000 Penalty: 5925.135254
	Iteration 4Q: 3 clusters Score -2.148263e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85521 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -21486472.000000 Penalty: 5925.135254
	Iteration 5Q: 3 clusters Score -2.148647e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88831 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -21491246.000000 Penalty: 5925.135254
	Iteration 6F: 3 clusters Score -2.149125e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 61099 members 
Entering Unmasked Estep 
Score: -21496506.000000 Penalty: 5925.135254
	Iteration 7F: 3 clusters Score -2.149651e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98160 members 
Mstep: Class 2 contains 56014 members 
Entering Unmasked Estep 
Score: -21501372.000000 Penalty: 5925.135254
	Iteration 8F: 3 clusters Score -2.150137e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103845 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -21505540.000000 Penalty: 5925.135254
	Iteration 9Q: 3 clusters Score -2.150554e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109883 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -21509138.000000 Penalty: 5925.135254
	Iteration 10Q: 3 clusters Score -2.150914e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116285 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -21512770.000000 Penalty: 5925.135254
	Iteration 11Q: 3 clusters Score -2.151277e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122818 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -21516240.000000 Penalty: 5925.135254
	Iteration 12Q: 3 clusters Score -2.151624e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129191 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -21519612.000000 Penalty: 5925.135254
	Iteration 13Q: 3 clusters Score -2.151961e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135023 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -21522576.000000 Penalty: 5925.135254
	Iteration 14Q: 3 clusters Score -2.152258e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139983 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -21525132.000000 Penalty: 5925.135254
	Iteration 15Q: 3 clusters Score -2.152513e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143836 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -21527172.000000 Penalty: 5925.135254
	Iteration 16Q: 3 clusters Score -2.152717e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146695 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -21528272.000000 Penalty: 5925.135254
	Iteration 17Q: 3 clusters Score -2.152827e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148632 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -21529048.000000 Penalty: 5925.135254
	Iteration 18Q: 3 clusters Score -2.152905e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149885 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -21529604.000000 Penalty: 5925.135254
	Iteration 19Q: 3 clusters Score -2.15296e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150713 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -21530070.000000 Penalty: 5925.135254
	Iteration 20F: 3 clusters Score -2.153007e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151275 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -21530302.000000 Penalty: 5925.135254
	Iteration 21Q: 3 clusters Score -2.15303e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151667 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -21530494.000000 Penalty: 5925.135254
	Iteration 22Q: 3 clusters Score -2.153049e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151922 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -21530584.000000 Penalty: 5925.135254
	Iteration 23Q: 3 clusters Score -2.153058e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152131 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -21530670.000000 Penalty: 5925.135254
	Iteration 24Q: 3 clusters Score -2.153067e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152294 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -21530736.000000 Penalty: 5925.135254
	Iteration 25Q: 3 clusters Score -2.153074e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152394 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -21530742.000000 Penalty: 5925.135254
	Iteration 26Q: 3 clusters Score -2.153074e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152478 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -21530780.000000 Penalty: 5925.135254
	Iteration 27Q: 3 clusters Score -2.153078e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152551 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -21530814.000000 Penalty: 5925.135254
	Iteration 28Q: 3 clusters Score -2.153081e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152610 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -21530864.000000 Penalty: 5925.135254
	Iteration 29Q: 3 clusters Score -2.153086e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152661 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -21530860.000000 Penalty: 5925.135254
	Iteration 30Q: 3 clusters Score -2.153086e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152696 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -21530904.000000 Penalty: 5925.135254
	Iteration 31Q: 3 clusters Score -2.15309e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152726 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -21530916.000000 Penalty: 5925.135254
	Iteration 32Q: 3 clusters Score -2.153092e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152753 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -21530922.000000 Penalty: 5925.135254
	Iteration 33Q: 3 clusters Score -2.153092e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152776 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -21530938.000000 Penalty: 5925.135254
	Iteration 34Q: 3 clusters Score -2.153094e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152798 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -21530958.000000 Penalty: 5925.135254
	Iteration 35Q: 3 clusters Score -2.153096e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152827 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -21530966.000000 Penalty: 5925.135254
	Iteration 36Q: 3 clusters Score -2.153097e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152842 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -21530966.000000 Penalty: 5925.135254
	Iteration 37Q: 3 clusters Score -2.153097e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152854 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -21530974.000000 Penalty: 5925.135254
	Iteration 38Q: 3 clusters Score -2.153097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152861 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -21530994.000000 Penalty: 5925.135254
	Iteration 39Q: 3 clusters Score -2.153099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152869 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -21530994.000000 Penalty: 5925.135254
	Iteration 40F: 3 clusters Score -2.153099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152873 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -21531008.000000 Penalty: 5925.135254
	Iteration 41Q: 3 clusters Score -2.153101e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152873 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -21531006.000000 Penalty: 5925.135254
	Iteration 42Q: 3 clusters Score -2.153101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152878 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -21530978.000000 Penalty: 5925.135254
	Iteration 43Q: 3 clusters Score -2.153098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152880 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -21530980.000000 Penalty: 5925.135254
	Iteration 44Q: 3 clusters Score -2.153098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152879 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -21530992.000000 Penalty: 5925.135254
	Iteration 45Q: 3 clusters Score -2.153099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152882 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -21530988.000000 Penalty: 5925.135254
	Iteration 46Q: 3 clusters Score -2.153099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152882 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -21530986.000000 Penalty: 5925.135254
	Iteration 47Q: 3 clusters Score -2.153099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152885 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -21531016.000000 Penalty: 5925.135254
	Iteration 48Q: 3 clusters Score -2.153102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152889 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -21530994.000000 Penalty: 5925.135254
	Iteration 49Q: 3 clusters Score -2.153099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152891 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -21531004.000000 Penalty: 5925.135254
	Iteration 50Q: 3 clusters Score -2.1531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152898 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -21531006.000000 Penalty: 5925.135254
	Iteration 51Q: 3 clusters Score -2.153101e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152903 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -21531018.000000 Penalty: 5925.135254
	Iteration 52Q: 3 clusters Score -2.153102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152908 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -21531016.000000 Penalty: 5925.135254
	Iteration 53Q: 3 clusters Score -2.153102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152912 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -21531024.000000 Penalty: 5925.135254
	Iteration 54Q: 3 clusters Score -2.153102e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152925 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -21531034.000000 Penalty: 5925.135254
	Iteration 55Q: 3 clusters Score -2.153103e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152935 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -21531044.000000 Penalty: 5925.135254
	Iteration 56Q: 3 clusters Score -2.153104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152943 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -21531050.000000 Penalty: 5925.135254
	Iteration 57Q: 3 clusters Score -2.153105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152947 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -21531040.000000 Penalty: 5925.135254
	Iteration 58Q: 3 clusters Score -2.153104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152950 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -21531054.000000 Penalty: 5925.135254
	Iteration 59Q: 3 clusters Score -2.153105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152956 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -21531054.000000 Penalty: 5925.135254
	Iteration 60F: 3 clusters Score -2.153105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152962 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -21531044.000000 Penalty: 5925.135254
	Iteration 61Q: 3 clusters Score -2.153104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152970 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -21531068.000000 Penalty: 5925.135254
	Iteration 62Q: 3 clusters Score -2.153107e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152979 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -21531046.000000 Penalty: 5925.135254
	Iteration 63Q: 3 clusters Score -2.153105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152988 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -21531054.000000 Penalty: 5925.135254
	Iteration 64Q: 3 clusters Score -2.153105e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152995 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -21531076.000000 Penalty: 5925.135254
	Iteration 65Q: 3 clusters Score -2.153108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153001 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -21531074.000000 Penalty: 5925.135254
	Iteration 66Q: 3 clusters Score -2.153107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153011 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -21531058.000000 Penalty: 5925.135254
	Iteration 67Q: 3 clusters Score -2.153106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153013 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -21531048.000000 Penalty: 5925.135254
	Iteration 68Q: 3 clusters Score -2.153105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153014 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -21531054.000000 Penalty: 5925.135254
	Iteration 69Q: 3 clusters Score -2.153105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153013 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -21531046.000000 Penalty: 5925.135254
	Iteration 70Q: 3 clusters Score -2.153105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153012 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -21531048.000000 Penalty: 5925.135254
	Iteration 71Q: 3 clusters Score -2.153105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153012 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -21531048.000000 Penalty: 5925.135254
	Iteration 72F: 3 clusters Score -2.153105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Entering Unmasked Estep 
Score: -780159.000000 Penalty: 2127.974854
	Iteration 0F: 2 clusters Score -780159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -775397.687500 Penalty: 4255.949707
	Iteration 0F: 3 clusters Score -775397.7 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -776529.812500 Penalty: 4255.949707
	Iteration 1F: 3 clusters Score -776529.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -776752.125000 Penalty: 4255.949707
	Iteration 2F: 3 clusters Score -776752.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -776885.312500 Penalty: 4255.949707
	Iteration 3Q: 3 clusters Score -776885.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -776991.937500 Penalty: 4255.949707
	Iteration 4Q: 3 clusters Score -776991.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -777064.937500 Penalty: 4255.949707
	Iteration 5Q: 3 clusters Score -777064.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -777103.437500 Penalty: 4255.949707
	Iteration 6Q: 3 clusters Score -777103.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -777140.187500 Penalty: 4255.949707
	Iteration 7Q: 3 clusters Score -777140.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -777173.250000 Penalty: 4255.949707
	Iteration 8Q: 3 clusters Score -777173.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -777205.250000 Penalty: 4255.949707
	Iteration 9Q: 3 clusters Score -777205.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -777240.125000 Penalty: 4255.949707
	Iteration 10Q: 3 clusters Score -777240.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -777273.687500 Penalty: 4255.949707
	Iteration 11Q: 3 clusters Score -777273.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -777301.187500 Penalty: 4255.949707
	Iteration 12Q: 3 clusters Score -777301.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -777326.875000 Penalty: 4255.949707
	Iteration 13Q: 3 clusters Score -777326.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -777352.937500 Penalty: 4255.949707
	Iteration 14Q: 3 clusters Score -777352.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -777383.812500 Penalty: 4255.949707
	Iteration 15Q: 3 clusters Score -777383.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -777404.687500 Penalty: 4255.949707
	Iteration 16Q: 3 clusters Score -777404.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -777436.437500 Penalty: 4255.949707
	Iteration 17Q: 3 clusters Score -777436.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -777468.812500 Penalty: 4255.949707
	Iteration 18Q: 3 clusters Score -777468.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -777504.250000 Penalty: 4255.949707
	Iteration 19Q: 3 clusters Score -777504.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -777539.750000 Penalty: 4255.949707
	Iteration 20F: 3 clusters Score -777539.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -777577.875000 Penalty: 4255.949707
	Iteration 21Q: 3 clusters Score -777577.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -777621.500000 Penalty: 4255.949707
	Iteration 22Q: 3 clusters Score -777621.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -777655.000000 Penalty: 4255.949707
	Iteration 23Q: 3 clusters Score -777655 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -777699.125000 Penalty: 4255.949707
	Iteration 24Q: 3 clusters Score -777699.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -777742.250000 Penalty: 4255.949707
	Iteration 25Q: 3 clusters Score -777742.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -777773.937500 Penalty: 4255.949707
	Iteration 26Q: 3 clusters Score -777773.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -777813.000000 Penalty: 4255.949707
	Iteration 27Q: 3 clusters Score -777813 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -777851.625000 Penalty: 4255.949707
	Iteration 28Q: 3 clusters Score -777851.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -777893.125000 Penalty: 4255.949707
	Iteration 29Q: 3 clusters Score -777893.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -777927.812500 Penalty: 4255.949707
	Iteration 30Q: 3 clusters Score -777927.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -777957.500000 Penalty: 4255.949707
	Iteration 31Q: 3 clusters Score -777957.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -777978.250000 Penalty: 4255.949707
	Iteration 32Q: 3 clusters Score -777978.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -777995.875000 Penalty: 4255.949707
	Iteration 33Q: 3 clusters Score -777995.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -778007.687500 Penalty: 4255.949707
	Iteration 34Q: 3 clusters Score -778007.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -778018.625000 Penalty: 4255.949707
	Iteration 35Q: 3 clusters Score -778018.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -778032.312500 Penalty: 4255.949707
	Iteration 36Q: 3 clusters Score -778032.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -778045.625000 Penalty: 4255.949707
	Iteration 37Q: 3 clusters Score -778045.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -778062.750000 Penalty: 4255.949707
	Iteration 38Q: 3 clusters Score -778062.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -778077.125000 Penalty: 4255.949707
	Iteration 39Q: 3 clusters Score -778077.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -778094.250000 Penalty: 4255.949707
	Iteration 40F: 3 clusters Score -778094.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -778107.500000 Penalty: 4255.949707
	Iteration 41Q: 3 clusters Score -778107.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -778116.437500 Penalty: 4255.949707
	Iteration 42Q: 3 clusters Score -778116.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -778125.875000 Penalty: 4255.949707
	Iteration 43Q: 3 clusters Score -778125.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -778133.062500 Penalty: 4255.949707
	Iteration 44Q: 3 clusters Score -778133.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -778142.500000 Penalty: 4255.949707
	Iteration 45Q: 3 clusters Score -778142.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -778157.812500 Penalty: 4255.949707
	Iteration 46Q: 3 clusters Score -778157.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -778164.875000 Penalty: 4255.949707
	Iteration 47Q: 3 clusters Score -778164.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -778174.875000 Penalty: 4255.949707
	Iteration 48Q: 3 clusters Score -778174.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -778180.437500 Penalty: 4255.949707
	Iteration 49Q: 3 clusters Score -778180.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -778182.312500 Penalty: 4255.949707
	Iteration 50Q: 3 clusters Score -778182.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -778183.625000 Penalty: 4255.949707
	Iteration 51Q: 3 clusters Score -778183.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -778185.625000 Penalty: 4255.949707
	Iteration 52Q: 3 clusters Score -778185.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -778190.000000 Penalty: 4255.949707
	Iteration 53Q: 3 clusters Score -778190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -778197.437500 Penalty: 4255.949707
	Iteration 54Q: 3 clusters Score -778197.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -778200.062500 Penalty: 4255.949707
	Iteration 55Q: 3 clusters Score -778200.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -778207.812500 Penalty: 4255.949707
	Iteration 56Q: 3 clusters Score -778207.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -778211.437500 Penalty: 4255.949707
	Iteration 57Q: 3 clusters Score -778211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -778213.250000 Penalty: 4255.949707
	Iteration 58Q: 3 clusters Score -778213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -778214.312500 Penalty: 4255.949707
	Iteration 59Q: 3 clusters Score -778214.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -778219.500000 Penalty: 4255.949707
	Iteration 60F: 3 clusters Score -778219.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -778223.125000 Penalty: 4255.949707
	Iteration 61Q: 3 clusters Score -778223.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -778224.312500 Penalty: 4255.949707
	Iteration 62Q: 3 clusters Score -778224.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -778225.062500 Penalty: 4255.949707
	Iteration 63Q: 3 clusters Score -778225.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -778225.062500 Penalty: 4255.949707
	Iteration 64F: 3 clusters Score -778225.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Entering Unmasked Estep 
Score: -459160.375000 Penalty: 2027.116699
	Iteration 0F: 2 clusters Score -459160.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -455573.875000 Penalty: 4054.233398
	Iteration 0F: 3 clusters Score -455573.9 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -456507.593750 Penalty: 4054.233398
	Iteration 1F: 3 clusters Score -456507.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -456921.906250 Penalty: 4054.233398
	Iteration 2F: 3 clusters Score -456921.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -457353.437500 Penalty: 4054.233398
	Iteration 3F: 3 clusters Score -457353.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -457942.843750 Penalty: 4054.233398
	Iteration 4F: 3 clusters Score -457942.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -458421.781250 Penalty: 4054.233398
	Iteration 5F: 3 clusters Score -458421.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -458754.781250 Penalty: 4054.233398
	Iteration 6F: 3 clusters Score -458754.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -458954.406250 Penalty: 4054.233398
	Iteration 7Q: 3 clusters Score -458954.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -459032.281250 Penalty: 4054.233398
	Iteration 8Q: 3 clusters Score -459032.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -459057.843750 Penalty: 4054.233398
	Iteration 9Q: 3 clusters Score -459057.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -459069.156250 Penalty: 4054.233398
	Iteration 10Q: 3 clusters Score -459069.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -459072.500000 Penalty: 4054.233398
	Iteration 11Q: 3 clusters Score -459072.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -459075.250000 Penalty: 4054.233398
	Iteration 12Q: 3 clusters Score -459075.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -459075.375000 Penalty: 4054.233398
	Iteration 13Q: 3 clusters Score -459075.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -459077.156250 Penalty: 4054.233398
	Iteration 14Q: 3 clusters Score -459077.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -459079.656250 Penalty: 4054.233398
	Iteration 15Q: 3 clusters Score -459079.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -459083.781250 Penalty: 4054.233398
	Iteration 16Q: 3 clusters Score -459083.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -459087.406250 Penalty: 4054.233398
	Iteration 17Q: 3 clusters Score -459087.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -459088.531250 Penalty: 4054.233398
	Iteration 18Q: 3 clusters Score -459088.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -459092.125000 Penalty: 4054.233398
	Iteration 19Q: 3 clusters Score -459092.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -459092.656250 Penalty: 4054.233398
	Iteration 20F: 3 clusters Score -459092.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Entering Unmasked Estep 
Score: -364050.125000 Penalty: 1969.264771
	Iteration 0F: 2 clusters Score -364050.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -360942.156250 Penalty: 3938.529541
	Iteration 0F: 3 clusters Score -360942.2 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -361603.718750 Penalty: 3938.529541
	Iteration 1F: 3 clusters Score -361603.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -361816.250000 Penalty: 3938.529541
	Iteration 2F: 3 clusters Score -361816.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -361986.750000 Penalty: 3938.529541
	Iteration 3F: 3 clusters Score -361986.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -362128.968750 Penalty: 3938.529541
	Iteration 4F: 3 clusters Score -362129 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -362296.562500 Penalty: 3938.529541
	Iteration 5F: 3 clusters Score -362296.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -362488.718750 Penalty: 3938.529541
	Iteration 6F: 3 clusters Score -362488.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -362668.843750 Penalty: 3938.529541
	Iteration 7F: 3 clusters Score -362668.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -362826.500000 Penalty: 3938.529541
	Iteration 8Q: 3 clusters Score -362826.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -362939.125000 Penalty: 3938.529541
	Iteration 9Q: 3 clusters Score -362939.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -363011.343750 Penalty: 3938.529541
	Iteration 10Q: 3 clusters Score -363011.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -363072.250000 Penalty: 3938.529541
	Iteration 11Q: 3 clusters Score -363072.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -363125.312500 Penalty: 3938.529541
	Iteration 12Q: 3 clusters Score -363125.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -363176.781250 Penalty: 3938.529541
	Iteration 13Q: 3 clusters Score -363176.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -363210.781250 Penalty: 3938.529541
	Iteration 14Q: 3 clusters Score -363210.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -363242.843750 Penalty: 3938.529541
	Iteration 15Q: 3 clusters Score -363242.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -363268.000000 Penalty: 3938.529541
	Iteration 16Q: 3 clusters Score -363268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -363278.187500 Penalty: 3938.529541
	Iteration 17Q: 3 clusters Score -363278.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -363284.781250 Penalty: 3938.529541
	Iteration 18Q: 3 clusters Score -363284.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -363289.906250 Penalty: 3938.529541
	Iteration 19Q: 3 clusters Score -363289.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -363291.281250 Penalty: 3938.529541
	Iteration 20F: 3 clusters Score -363291.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -363297.687500 Penalty: 3938.529541
	Iteration 21Q: 3 clusters Score -363297.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -363297.687500 Penalty: 3938.529541
	Iteration 22F: 3 clusters Score -363297.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Entering Unmasked Estep 
Score: -259881.218750 Penalty: 1898.419434
	Iteration 0F: 2 clusters Score -259881.2 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 1063 members 
Entering Unmasked Estep 
Score: -257256.625000 Penalty: 3796.838867
	Iteration 0F: 3 clusters Score -257256.6 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -258165.531250 Penalty: 3796.838867
	Iteration 1F: 3 clusters Score -258165.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -259124.687500 Penalty: 3796.838867
	Iteration 2F: 3 clusters Score -259124.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -261679.281250 Penalty: 3796.838867
	Iteration 3F: 3 clusters Score -261679.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -264274.812500 Penalty: 3796.838867
	Iteration 4F: 3 clusters Score -264274.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -265060.843750 Penalty: 3796.838867
	Iteration 5F: 3 clusters Score -265060.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -265311.187500 Penalty: 3796.838867
	Iteration 6Q: 3 clusters Score -265311.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -265373.656250 Penalty: 3796.838867
	Iteration 7Q: 3 clusters Score -265373.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -265485.593750 Penalty: 3796.838867
	Iteration 8Q: 3 clusters Score -265485.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -265485.593750 Penalty: 3796.838867
	Iteration 9F: 3 clusters Score -265485.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 27137 members 
Mstep: Class 4 contains 154174 members 
Mstep: Class 5 contains 5327 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 285118 members 
Mstep: Class 10 contains 11542 members 
Mstep: Class 11 contains 84725 members 
Mstep: Class 12 contains 231893 members 
Mstep: Class 13 contains 42031 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2195 members 
Mstep: Class 16 contains 6233 members 
Mstep: Class 17 contains 12029 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 9530 members 
Mstep: Class 20 contains 585 members 
Mstep: Class 21 contains 48085 members 
Mstep: Class 22 contains 7994 members 
Mstep: Class 23 contains 1780 members 
Entering Unmasked Estep 
Score: -135782160.000000 Penalty: 78787.804688
Splitting cluster 8 changes total score from -135777024.000000 to -135782160.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (285118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285118 members 
Entering Unmasked Estep 
Score: -39077488.000000 Penalty: 3115.043213
	Iteration 0F: 2 clusters Score -3.907749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142555 members 
Mstep: Class 2 contains 142563 members 
Entering Unmasked Estep 
Score: -38903072.000000 Penalty: 6230.086426
	Iteration 0F: 3 clusters Score -3.890307e+07 nChanged 137765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140378 members 
Mstep: Class 2 contains 144740 members 
Entering Unmasked Estep 
Score: -38984288.000000 Penalty: 6230.086426
	Iteration 1F: 3 clusters Score -3.898429e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139460 members 
Mstep: Class 2 contains 145658 members 
Entering Unmasked Estep 
Score: -38984968.000000 Penalty: 6230.086426
	Iteration 2Q: 3 clusters Score -3.898497e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137992 members 
Mstep: Class 2 contains 147126 members 
Entering Unmasked Estep 
Score: -38986184.000000 Penalty: 6230.086426
	Iteration 3Q: 3 clusters Score -3.898618e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135638 members 
Mstep: Class 2 contains 149480 members 
Entering Unmasked Estep 
Score: -38987780.000000 Penalty: 6230.086426
	Iteration 4Q: 3 clusters Score -3.898778e+07 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132130 members 
Mstep: Class 2 contains 152988 members 
Entering Unmasked Estep 
Score: -38990292.000000 Penalty: 6230.086426
	Iteration 5Q: 3 clusters Score -3.899029e+07 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126873 members 
Mstep: Class 2 contains 158245 members 
Entering Unmasked Estep 
Score: -38993892.000000 Penalty: 6230.086426
	Iteration 6Q: 3 clusters Score -3.899389e+07 nChanged 12593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119276 members 
Mstep: Class 2 contains 165842 members 
Entering Unmasked Estep 
Score: -39000240.000000 Penalty: 6230.086426
	Iteration 7Q: 3 clusters Score -3.900024e+07 nChanged 15543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109185 members 
Mstep: Class 2 contains 175933 members 
Entering Unmasked Estep 
Score: -39010732.000000 Penalty: 6230.086426
	Iteration 8F: 3 clusters Score -3.901073e+07 nChanged 18007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98070 members 
Mstep: Class 2 contains 187048 members 
Entering Unmasked Estep 
Score: -39025624.000000 Penalty: 6230.086426
	Iteration 9F: 3 clusters Score -3.902562e+07 nChanged 17923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88583 members 
Mstep: Class 2 contains 196535 members 
Entering Unmasked Estep 
Score: -39039180.000000 Penalty: 6230.086426
	Iteration 10F: 3 clusters Score -3.903918e+07 nChanged 14172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81617 members 
Mstep: Class 2 contains 203501 members 
Entering Unmasked Estep 
Score: -39046768.000000 Penalty: 6230.086426
	Iteration 11Q: 3 clusters Score -3.904677e+07 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75545 members 
Mstep: Class 2 contains 209573 members 
Entering Unmasked Estep 
Score: -39050184.000000 Penalty: 6230.086426
	Iteration 12Q: 3 clusters Score -3.905018e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69443 members 
Mstep: Class 2 contains 215675 members 
Entering Unmasked Estep 
Score: -39052688.000000 Penalty: 6230.086426
	Iteration 13Q: 3 clusters Score -3.905269e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63184 members 
Mstep: Class 2 contains 221934 members 
Entering Unmasked Estep 
Score: -39055048.000000 Penalty: 6230.086426
	Iteration 14Q: 3 clusters Score -3.905505e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 228255 members 
Entering Unmasked Estep 
Score: -39056868.000000 Penalty: 6230.086426
	Iteration 15Q: 3 clusters Score -3.905687e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 234346 members 
Entering Unmasked Estep 
Score: -39058216.000000 Penalty: 6230.086426
	Iteration 16Q: 3 clusters Score -3.905822e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 240026 members 
Entering Unmasked Estep 
Score: -39059520.000000 Penalty: 6230.086426
	Iteration 17Q: 3 clusters Score -3.905952e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 245301 members 
Entering Unmasked Estep 
Score: -39060612.000000 Penalty: 6230.086426
	Iteration 18Q: 3 clusters Score -3.906061e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 250084 members 
Entering Unmasked Estep 
Score: -39061300.000000 Penalty: 6230.086426
	Iteration 19Q: 3 clusters Score -3.90613e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 254297 members 
Entering Unmasked Estep 
Score: -39062500.000000 Penalty: 6230.086426
	Iteration 20F: 3 clusters Score -3.90625e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 258046 members 
Entering Unmasked Estep 
Score: -39063512.000000 Penalty: 6230.086426
	Iteration 21Q: 3 clusters Score -3.906351e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 261507 members 
Entering Unmasked Estep 
Score: -39064340.000000 Penalty: 6230.086426
	Iteration 22Q: 3 clusters Score -3.906434e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 264629 members 
Entering Unmasked Estep 
Score: -39065196.000000 Penalty: 6230.086426
	Iteration 23Q: 3 clusters Score -3.90652e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 267425 members 
Entering Unmasked Estep 
Score: -39065984.000000 Penalty: 6230.086426
	Iteration 24Q: 3 clusters Score -3.906598e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 269993 members 
Entering Unmasked Estep 
Score: -39066996.000000 Penalty: 6230.086426
	Iteration 25Q: 3 clusters Score -3.9067e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 272239 members 
Entering Unmasked Estep 
Score: -39067716.000000 Penalty: 6230.086426
	Iteration 26Q: 3 clusters Score -3.906772e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 274224 members 
Entering Unmasked Estep 
Score: -39068644.000000 Penalty: 6230.086426
	Iteration 27Q: 3 clusters Score -3.906864e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 275898 members 
Entering Unmasked Estep 
Score: -39069232.000000 Penalty: 6230.086426
	Iteration 28Q: 3 clusters Score -3.906923e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 277376 members 
Entering Unmasked Estep 
Score: -39069868.000000 Penalty: 6230.086426
	Iteration 29Q: 3 clusters Score -3.906987e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 278643 members 
Entering Unmasked Estep 
Score: -39070640.000000 Penalty: 6230.086426
	Iteration 30Q: 3 clusters Score -3.907064e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 279714 members 
Entering Unmasked Estep 
Score: -39071256.000000 Penalty: 6230.086426
	Iteration 31Q: 3 clusters Score -3.907126e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 280593 members 
Entering Unmasked Estep 
Score: -39071848.000000 Penalty: 6230.086426
	Iteration 32Q: 3 clusters Score -3.907185e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 281319 members 
Entering Unmasked Estep 
Score: -39072432.000000 Penalty: 6230.086426
	Iteration 33Q: 3 clusters Score -3.907243e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 281921 members 
Entering Unmasked Estep 
Score: -39072776.000000 Penalty: 6230.086426
	Iteration 34Q: 3 clusters Score -3.907278e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 282371 members 
Entering Unmasked Estep 
Score: -39073008.000000 Penalty: 6230.086426
	Iteration 35Q: 3 clusters Score -3.907301e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 282734 members 
Entering Unmasked Estep 
Score: -39073236.000000 Penalty: 6230.086426
	Iteration 36Q: 3 clusters Score -3.907324e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 283011 members 
Entering Unmasked Estep 
Score: -39073396.000000 Penalty: 6230.086426
	Iteration 37Q: 3 clusters Score -3.90734e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 283224 members 
Entering Unmasked Estep 
Score: -39073572.000000 Penalty: 6230.086426
	Iteration 38Q: 3 clusters Score -3.907357e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 283396 members 
Entering Unmasked Estep 
Score: -39073728.000000 Penalty: 6230.086426
	Iteration 39Q: 3 clusters Score -3.907373e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 283545 members 
Entering Unmasked Estep 
Score: -39073868.000000 Penalty: 6230.086426
	Iteration 40F: 3 clusters Score -3.907387e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 283670 members 
Entering Unmasked Estep 
Score: -39073992.000000 Penalty: 6230.086426
	Iteration 41Q: 3 clusters Score -3.907399e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 283775 members 
Entering Unmasked Estep 
Score: -39074096.000000 Penalty: 6230.086426
	Iteration 42Q: 3 clusters Score -3.90741e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 283857 members 
Entering Unmasked Estep 
Score: -39074224.000000 Penalty: 6230.086426
	Iteration 43Q: 3 clusters Score -3.907422e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 283934 members 
Entering Unmasked Estep 
Score: -39074280.000000 Penalty: 6230.086426
	Iteration 44Q: 3 clusters Score -3.907428e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 284002 members 
Entering Unmasked Estep 
Score: -39074336.000000 Penalty: 6230.086426
	Iteration 45Q: 3 clusters Score -3.907434e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 284052 members 
Entering Unmasked Estep 
Score: -39074384.000000 Penalty: 6230.086426
	Iteration 46Q: 3 clusters Score -3.907438e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 284095 members 
Entering Unmasked Estep 
Score: -39074424.000000 Penalty: 6230.086426
	Iteration 47Q: 3 clusters Score -3.907442e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 284130 members 
Entering Unmasked Estep 
Score: -39074476.000000 Penalty: 6230.086426
	Iteration 48Q: 3 clusters Score -3.907448e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 284154 members 
Entering Unmasked Estep 
Score: -39074484.000000 Penalty: 6230.086426
	Iteration 49Q: 3 clusters Score -3.907448e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 284171 members 
Entering Unmasked Estep 
Score: -39074528.000000 Penalty: 6230.086426
	Iteration 50Q: 3 clusters Score -3.907453e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 284185 members 
Entering Unmasked Estep 
Score: -39074508.000000 Penalty: 6230.086426
	Iteration 51Q: 3 clusters Score -3.907451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 284204 members 
Entering Unmasked Estep 
Score: -39074520.000000 Penalty: 6230.086426
	Iteration 52Q: 3 clusters Score -3.907452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 284218 members 
Entering Unmasked Estep 
Score: -39074508.000000 Penalty: 6230.086426
	Iteration 53Q: 3 clusters Score -3.907451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 284226 members 
Entering Unmasked Estep 
Score: -39074508.000000 Penalty: 6230.086426
	Iteration 54Q: 3 clusters Score -3.907451e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 284237 members 
Entering Unmasked Estep 
Score: -39074524.000000 Penalty: 6230.086426
	Iteration 55Q: 3 clusters Score -3.907452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 284249 members 
Entering Unmasked Estep 
Score: -39074548.000000 Penalty: 6230.086426
	Iteration 56Q: 3 clusters Score -3.907455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 284257 members 
Entering Unmasked Estep 
Score: -39074540.000000 Penalty: 6230.086426
	Iteration 57Q: 3 clusters Score -3.907454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 284265 members 
Entering Unmasked Estep 
Score: -39074568.000000 Penalty: 6230.086426
	Iteration 58Q: 3 clusters Score -3.907457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 284270 members 
Entering Unmasked Estep 
Score: -39074580.000000 Penalty: 6230.086426
	Iteration 59Q: 3 clusters Score -3.907458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 284274 members 
Entering Unmasked Estep 
Score: -39074572.000000 Penalty: 6230.086426
	Iteration 60F: 3 clusters Score -3.907457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 284279 members 
Entering Unmasked Estep 
Score: -39074572.000000 Penalty: 6230.086426
	Iteration 61Q: 3 clusters Score -3.907457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 284283 members 
Entering Unmasked Estep 
Score: -39074580.000000 Penalty: 6230.086426
	Iteration 62Q: 3 clusters Score -3.907458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 284284 members 
Entering Unmasked Estep 
Score: -39074572.000000 Penalty: 6230.086426
	Iteration 63Q: 3 clusters Score -3.907457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 284286 members 
Entering Unmasked Estep 
Score: -39074608.000000 Penalty: 6230.086426
	Iteration 64Q: 3 clusters Score -3.907461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 284286 members 
Entering Unmasked Estep 
Score: -39074588.000000 Penalty: 6230.086426
	Iteration 65Q: 3 clusters Score -3.907459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 284288 members 
Entering Unmasked Estep 
Score: -39074584.000000 Penalty: 6230.086426
	Iteration 66Q: 3 clusters Score -3.907458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 284288 members 
Entering Unmasked Estep 
Score: -39074584.000000 Penalty: 6230.086426
	Iteration 67F: 3 clusters Score -3.907458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Entering Unmasked Estep 
Score: -1553577.375000 Penalty: 2319.729492
	Iteration 0F: 2 clusters Score -1553577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1544911.500000 Penalty: 4639.458984
	Iteration 0F: 3 clusters Score -1544912 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1547552.000000 Penalty: 4639.458984
	Iteration 1F: 3 clusters Score -1547552 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1547907.625000 Penalty: 4639.458984
	Iteration 2F: 3 clusters Score -1547908 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1548189.000000 Penalty: 4639.458984
	Iteration 3F: 3 clusters Score -1548189 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1548479.625000 Penalty: 4639.458984
	Iteration 4Q: 3 clusters Score -1548480 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1548819.125000 Penalty: 4639.458984
	Iteration 5Q: 3 clusters Score -1548819 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1549207.000000 Penalty: 4639.458984
	Iteration 6Q: 3 clusters Score -1549207 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1549615.750000 Penalty: 4639.458984
	Iteration 7Q: 3 clusters Score -1549616 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1550059.500000 Penalty: 4639.458984
	Iteration 8Q: 3 clusters Score -1550060 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1550457.375000 Penalty: 4639.458984
	Iteration 9Q: 3 clusters Score -1550457 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1550787.500000 Penalty: 4639.458984
	Iteration 10Q: 3 clusters Score -1550788 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1551045.125000 Penalty: 4639.458984
	Iteration 11Q: 3 clusters Score -1551045 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1551274.875000 Penalty: 4639.458984
	Iteration 12Q: 3 clusters Score -1551275 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1551445.500000 Penalty: 4639.458984
	Iteration 13Q: 3 clusters Score -1551446 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1551598.000000 Penalty: 4639.458984
	Iteration 14Q: 3 clusters Score -1551598 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1551726.625000 Penalty: 4639.458984
	Iteration 15Q: 3 clusters Score -1551727 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1551887.500000 Penalty: 4639.458984
	Iteration 16Q: 3 clusters Score -1551888 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1552002.875000 Penalty: 4639.458984
	Iteration 17Q: 3 clusters Score -1552003 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1552086.875000 Penalty: 4639.458984
	Iteration 18Q: 3 clusters Score -1552087 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1552121.750000 Penalty: 4639.458984
	Iteration 19Q: 3 clusters Score -1552122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1552150.250000 Penalty: 4639.458984
	Iteration 20F: 3 clusters Score -1552150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1552168.000000 Penalty: 4639.458984
	Iteration 21Q: 3 clusters Score -1552168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1552179.250000 Penalty: 4639.458984
	Iteration 22Q: 3 clusters Score -1552179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1552191.125000 Penalty: 4639.458984
	Iteration 23Q: 3 clusters Score -1552191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1552193.375000 Penalty: 4639.458984
	Iteration 24Q: 3 clusters Score -1552193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1552196.875000 Penalty: 4639.458984
	Iteration 25Q: 3 clusters Score -1552197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1552200.125000 Penalty: 4639.458984
	Iteration 26Q: 3 clusters Score -1552200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1552204.750000 Penalty: 4639.458984
	Iteration 27Q: 3 clusters Score -1552205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1552204.125000 Penalty: 4639.458984
	Iteration 28Q: 3 clusters Score -1552204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1552205.750000 Penalty: 4639.458984
	Iteration 29Q: 3 clusters Score -1552206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1552206.250000 Penalty: 4639.458984
	Iteration 30Q: 3 clusters Score -1552206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1552206.250000 Penalty: 4639.458984
	Iteration 31F: 3 clusters Score -1552206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (84725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84725 members 
Entering Unmasked Estep 
Score: -11826935.000000 Penalty: 2814.097168
	Iteration 0F: 2 clusters Score -1.182694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -11770030.000000 Penalty: 5628.194336
	Iteration 0F: 3 clusters Score -1.177003e+07 nChanged 39942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -11792997.000000 Penalty: 5628.194336
	Iteration 1F: 3 clusters Score -1.1793e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -11793894.000000 Penalty: 5628.194336
	Iteration 2Q: 3 clusters Score -1.179389e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -11794856.000000 Penalty: 5628.194336
	Iteration 3Q: 3 clusters Score -1.179486e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -11795920.000000 Penalty: 5628.194336
	Iteration 4Q: 3 clusters Score -1.179592e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -11797336.000000 Penalty: 5628.194336
	Iteration 5Q: 3 clusters Score -1.179734e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -11799409.000000 Penalty: 5628.194336
	Iteration 6Q: 3 clusters Score -1.179941e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -11802280.000000 Penalty: 5628.194336
	Iteration 7F: 3 clusters Score -1.180228e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -11805951.000000 Penalty: 5628.194336
	Iteration 8F: 3 clusters Score -1.180595e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 55696 members 
Entering Unmasked Estep 
Score: -11809459.000000 Penalty: 5628.194336
	Iteration 9F: 3 clusters Score -1.180946e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -11812110.000000 Penalty: 5628.194336
	Iteration 10F: 3 clusters Score -1.181211e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 59438 members 
Entering Unmasked Estep 
Score: -11813665.000000 Penalty: 5628.194336
	Iteration 11Q: 3 clusters Score -1.181366e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 60968 members 
Entering Unmasked Estep 
Score: -11814528.000000 Penalty: 5628.194336
	Iteration 12Q: 3 clusters Score -1.181453e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 62443 members 
Entering Unmasked Estep 
Score: -11815061.000000 Penalty: 5628.194336
	Iteration 13Q: 3 clusters Score -1.181506e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -11815625.000000 Penalty: 5628.194336
	Iteration 14Q: 3 clusters Score -1.181562e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -11816093.000000 Penalty: 5628.194336
	Iteration 15Q: 3 clusters Score -1.181609e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 66812 members 
Entering Unmasked Estep 
Score: -11816621.000000 Penalty: 5628.194336
	Iteration 16Q: 3 clusters Score -1.181662e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 68340 members 
Entering Unmasked Estep 
Score: -11817135.000000 Penalty: 5628.194336
	Iteration 17Q: 3 clusters Score -1.181714e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -11817773.000000 Penalty: 5628.194336
	Iteration 18Q: 3 clusters Score -1.181777e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -11818429.000000 Penalty: 5628.194336
	Iteration 19Q: 3 clusters Score -1.181843e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 72832 members 
Entering Unmasked Estep 
Score: -11819093.000000 Penalty: 5628.194336
	Iteration 20F: 3 clusters Score -1.181909e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 74292 members 
Entering Unmasked Estep 
Score: -11819801.000000 Penalty: 5628.194336
	Iteration 21Q: 3 clusters Score -1.18198e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 75665 members 
Entering Unmasked Estep 
Score: -11820523.000000 Penalty: 5628.194336
	Iteration 22Q: 3 clusters Score -1.182052e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 76926 members 
Entering Unmasked Estep 
Score: -11821121.000000 Penalty: 5628.194336
	Iteration 23Q: 3 clusters Score -1.182112e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 78083 members 
Entering Unmasked Estep 
Score: -11821765.000000 Penalty: 5628.194336
	Iteration 24Q: 3 clusters Score -1.182176e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 79175 members 
Entering Unmasked Estep 
Score: -11822397.000000 Penalty: 5628.194336
	Iteration 25Q: 3 clusters Score -1.18224e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 80103 members 
Entering Unmasked Estep 
Score: -11822876.000000 Penalty: 5628.194336
	Iteration 26Q: 3 clusters Score -1.182288e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 80851 members 
Entering Unmasked Estep 
Score: -11823268.000000 Penalty: 5628.194336
	Iteration 27Q: 3 clusters Score -1.182327e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 81431 members 
Entering Unmasked Estep 
Score: -11823566.000000 Penalty: 5628.194336
	Iteration 28Q: 3 clusters Score -1.182357e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 81926 members 
Entering Unmasked Estep 
Score: -11823744.000000 Penalty: 5628.194336
	Iteration 29Q: 3 clusters Score -1.182374e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 82298 members 
Entering Unmasked Estep 
Score: -11823925.000000 Penalty: 5628.194336
	Iteration 30Q: 3 clusters Score -1.182392e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 82580 members 
Entering Unmasked Estep 
Score: -11824073.000000 Penalty: 5628.194336
	Iteration 31Q: 3 clusters Score -1.182407e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 82786 members 
Entering Unmasked Estep 
Score: -11824137.000000 Penalty: 5628.194336
	Iteration 32Q: 3 clusters Score -1.182414e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 82953 members 
Entering Unmasked Estep 
Score: -11824241.000000 Penalty: 5628.194336
	Iteration 33Q: 3 clusters Score -1.182424e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 83112 members 
Entering Unmasked Estep 
Score: -11824313.000000 Penalty: 5628.194336
	Iteration 34Q: 3 clusters Score -1.182431e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 83244 members 
Entering Unmasked Estep 
Score: -11824344.000000 Penalty: 5628.194336
	Iteration 35Q: 3 clusters Score -1.182434e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 83348 members 
Entering Unmasked Estep 
Score: -11824367.000000 Penalty: 5628.194336
	Iteration 36Q: 3 clusters Score -1.182437e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 83424 members 
Entering Unmasked Estep 
Score: -11824390.000000 Penalty: 5628.194336
	Iteration 37Q: 3 clusters Score -1.182439e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 83499 members 
Entering Unmasked Estep 
Score: -11824431.000000 Penalty: 5628.194336
	Iteration 38Q: 3 clusters Score -1.182443e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 83559 members 
Entering Unmasked Estep 
Score: -11824481.000000 Penalty: 5628.194336
	Iteration 39Q: 3 clusters Score -1.182448e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 83614 members 
Entering Unmasked Estep 
Score: -11824519.000000 Penalty: 5628.194336
	Iteration 40F: 3 clusters Score -1.182452e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 83651 members 
Entering Unmasked Estep 
Score: -11824538.000000 Penalty: 5628.194336
	Iteration 41Q: 3 clusters Score -1.182454e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 83680 members 
Entering Unmasked Estep 
Score: -11824558.000000 Penalty: 5628.194336
	Iteration 42Q: 3 clusters Score -1.182456e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 83710 members 
Entering Unmasked Estep 
Score: -11824584.000000 Penalty: 5628.194336
	Iteration 43Q: 3 clusters Score -1.182458e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 83731 members 
Entering Unmasked Estep 
Score: -11824568.000000 Penalty: 5628.194336
	Iteration 44Q: 3 clusters Score -1.182457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 83745 members 
Entering Unmasked Estep 
Score: -11824580.000000 Penalty: 5628.194336
	Iteration 45Q: 3 clusters Score -1.182458e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 83765 members 
Entering Unmasked Estep 
Score: -11824580.000000 Penalty: 5628.194336
	Iteration 46Q: 3 clusters Score -1.182458e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 83775 members 
Entering Unmasked Estep 
Score: -11824590.000000 Penalty: 5628.194336
	Iteration 47Q: 3 clusters Score -1.182459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 83790 members 
Entering Unmasked Estep 
Score: -11824597.000000 Penalty: 5628.194336
	Iteration 48Q: 3 clusters Score -1.18246e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 83807 members 
Entering Unmasked Estep 
Score: -11824609.000000 Penalty: 5628.194336
	Iteration 49Q: 3 clusters Score -1.182461e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -11824609.000000 Penalty: 5628.194336
	Iteration 50Q: 3 clusters Score -1.182461e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 83826 members 
Entering Unmasked Estep 
Score: -11824609.000000 Penalty: 5628.194336
	Iteration 51Q: 3 clusters Score -1.182461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 83832 members 
Entering Unmasked Estep 
Score: -11824605.000000 Penalty: 5628.194336
	Iteration 52Q: 3 clusters Score -1.18246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 83838 members 
Entering Unmasked Estep 
Score: -11824608.000000 Penalty: 5628.194336
	Iteration 53Q: 3 clusters Score -1.182461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 83840 members 
Entering Unmasked Estep 
Score: -11824610.000000 Penalty: 5628.194336
	Iteration 54Q: 3 clusters Score -1.182461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 83843 members 
Entering Unmasked Estep 
Score: -11824609.000000 Penalty: 5628.194336
	Iteration 55Q: 3 clusters Score -1.182461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 83847 members 
Entering Unmasked Estep 
Score: -11824616.000000 Penalty: 5628.194336
	Iteration 56Q: 3 clusters Score -1.182462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -11824616.000000 Penalty: 5628.194336
	Iteration 57Q: 3 clusters Score -1.182462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -11824616.000000 Penalty: 5628.194336
	Iteration 58F: 3 clusters Score -1.182462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (231893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231893 members 
Entering Unmasked Estep 
Score: -32297852.000000 Penalty: 3063.799805
	Iteration 0F: 2 clusters Score -3.229785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115889 members 
Mstep: Class 2 contains 116004 members 
Entering Unmasked Estep 
Score: -32161428.000000 Penalty: 6127.599609
	Iteration 0F: 3 clusters Score -3.216143e+07 nChanged 111741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115862 members 
Mstep: Class 2 contains 116031 members 
Entering Unmasked Estep 
Score: -32226712.000000 Penalty: 6127.599609
	Iteration 1F: 3 clusters Score -3.222671e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115280 members 
Mstep: Class 2 contains 116613 members 
Entering Unmasked Estep 
Score: -32227550.000000 Penalty: 6127.599609
	Iteration 2Q: 3 clusters Score -3.222755e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114324 members 
Mstep: Class 2 contains 117569 members 
Entering Unmasked Estep 
Score: -32228594.000000 Penalty: 6127.599609
	Iteration 3Q: 3 clusters Score -3.222859e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112787 members 
Mstep: Class 2 contains 119106 members 
Entering Unmasked Estep 
Score: -32230272.000000 Penalty: 6127.599609
	Iteration 4Q: 3 clusters Score -3.223027e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110252 members 
Mstep: Class 2 contains 121641 members 
Entering Unmasked Estep 
Score: -32232270.000000 Penalty: 6127.599609
	Iteration 5Q: 3 clusters Score -3.223227e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106182 members 
Mstep: Class 2 contains 125711 members 
Entering Unmasked Estep 
Score: -32235332.000000 Penalty: 6127.599609
	Iteration 6Q: 3 clusters Score -3.223533e+07 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100333 members 
Mstep: Class 2 contains 131560 members 
Entering Unmasked Estep 
Score: -32239414.000000 Penalty: 6127.599609
	Iteration 7Q: 3 clusters Score -3.223941e+07 nChanged 12154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92173 members 
Mstep: Class 2 contains 139720 members 
Entering Unmasked Estep 
Score: -32245094.000000 Penalty: 6127.599609
	Iteration 8F: 3 clusters Score -3.224509e+07 nChanged 13756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 149824 members 
Entering Unmasked Estep 
Score: -32252304.000000 Penalty: 6127.599609
	Iteration 9F: 3 clusters Score -3.22523e+07 nChanged 14532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71445 members 
Mstep: Class 2 contains 160448 members 
Entering Unmasked Estep 
Score: -32260596.000000 Penalty: 6127.599609
	Iteration 10F: 3 clusters Score -3.22606e+07 nChanged 13395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63450 members 
Mstep: Class 2 contains 168443 members 
Entering Unmasked Estep 
Score: -32268214.000000 Penalty: 6127.599609
	Iteration 11F: 3 clusters Score -3.226821e+07 nChanged 11200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 172815 members 
Entering Unmasked Estep 
Score: -32273116.000000 Penalty: 6127.599609
	Iteration 12Q: 3 clusters Score -3.227312e+07 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 174517 members 
Entering Unmasked Estep 
Score: -32275126.000000 Penalty: 6127.599609
	Iteration 13Q: 3 clusters Score -3.227513e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56998 members 
Mstep: Class 2 contains 174895 members 
Entering Unmasked Estep 
Score: -32275802.000000 Penalty: 6127.599609
	Iteration 14Q: 3 clusters Score -3.22758e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 174823 members 
Entering Unmasked Estep 
Score: -32275676.000000 Penalty: 6127.599609
	Iteration 15Q: 3 clusters Score -3.227568e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 174596 members 
Entering Unmasked Estep 
Score: -32275756.000000 Penalty: 6127.599609
	Iteration 16Q: 3 clusters Score -3.227576e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 174276 members 
Entering Unmasked Estep 
Score: -32275584.000000 Penalty: 6127.599609
	Iteration 17Q: 3 clusters Score -3.227558e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 173872 members 
Entering Unmasked Estep 
Score: -32275490.000000 Penalty: 6127.599609
	Iteration 18Q: 3 clusters Score -3.227549e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 173380 members 
Entering Unmasked Estep 
Score: -32275488.000000 Penalty: 6127.599609
	Iteration 19Q: 3 clusters Score -3.227549e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 172774 members 
Entering Unmasked Estep 
Score: -32275430.000000 Penalty: 6127.599609
	Iteration 20F: 3 clusters Score -3.227543e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 172114 members 
Entering Unmasked Estep 
Score: -32275290.000000 Penalty: 6127.599609
	Iteration 21Q: 3 clusters Score -3.227529e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 171369 members 
Entering Unmasked Estep 
Score: -32275104.000000 Penalty: 6127.599609
	Iteration 22Q: 3 clusters Score -3.22751e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61329 members 
Mstep: Class 2 contains 170564 members 
Entering Unmasked Estep 
Score: -32275164.000000 Penalty: 6127.599609
	Iteration 23Q: 3 clusters Score -3.227516e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 169698 members 
Entering Unmasked Estep 
Score: -32274980.000000 Penalty: 6127.599609
	Iteration 24Q: 3 clusters Score -3.227498e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 168801 members 
Entering Unmasked Estep 
Score: -32274852.000000 Penalty: 6127.599609
	Iteration 25Q: 3 clusters Score -3.227485e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 167831 members 
Entering Unmasked Estep 
Score: -32274788.000000 Penalty: 6127.599609
	Iteration 26Q: 3 clusters Score -3.227479e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65091 members 
Mstep: Class 2 contains 166802 members 
Entering Unmasked Estep 
Score: -32274886.000000 Penalty: 6127.599609
	Iteration 27Q: 3 clusters Score -3.227489e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66231 members 
Mstep: Class 2 contains 165662 members 
Entering Unmasked Estep 
Score: -32274880.000000 Penalty: 6127.599609
	Iteration 28Q: 3 clusters Score -3.227488e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 164408 members 
Entering Unmasked Estep 
Score: -32274876.000000 Penalty: 6127.599609
	Iteration 29Q: 3 clusters Score -3.227488e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 163133 members 
Entering Unmasked Estep 
Score: -32274760.000000 Penalty: 6127.599609
	Iteration 30Q: 3 clusters Score -3.227476e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70020 members 
Mstep: Class 2 contains 161873 members 
Entering Unmasked Estep 
Score: -32274674.000000 Penalty: 6127.599609
	Iteration 31Q: 3 clusters Score -3.227467e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71332 members 
Mstep: Class 2 contains 160561 members 
Entering Unmasked Estep 
Score: -32274722.000000 Penalty: 6127.599609
	Iteration 32Q: 3 clusters Score -3.227472e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 159210 members 
Entering Unmasked Estep 
Score: -32274784.000000 Penalty: 6127.599609
	Iteration 33Q: 3 clusters Score -3.227478e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74018 members 
Mstep: Class 2 contains 157875 members 
Entering Unmasked Estep 
Score: -32274798.000000 Penalty: 6127.599609
	Iteration 34Q: 3 clusters Score -3.22748e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75335 members 
Mstep: Class 2 contains 156558 members 
Entering Unmasked Estep 
Score: -32274776.000000 Penalty: 6127.599609
	Iteration 35Q: 3 clusters Score -3.227478e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76590 members 
Mstep: Class 2 contains 155303 members 
Entering Unmasked Estep 
Score: -32274772.000000 Penalty: 6127.599609
	Iteration 36Q: 3 clusters Score -3.227477e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 154116 members 
Entering Unmasked Estep 
Score: -32274682.000000 Penalty: 6127.599609
	Iteration 37Q: 3 clusters Score -3.227468e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 152959 members 
Entering Unmasked Estep 
Score: -32274706.000000 Penalty: 6127.599609
	Iteration 38Q: 3 clusters Score -3.227471e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80120 members 
Mstep: Class 2 contains 151773 members 
Entering Unmasked Estep 
Score: -32274672.000000 Penalty: 6127.599609
	Iteration 39Q: 3 clusters Score -3.227467e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81374 members 
Mstep: Class 2 contains 150519 members 
Entering Unmasked Estep 
Score: -32274640.000000 Penalty: 6127.599609
	Iteration 40F: 3 clusters Score -3.227464e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82715 members 
Mstep: Class 2 contains 149178 members 
Entering Unmasked Estep 
Score: -32274682.000000 Penalty: 6127.599609
	Iteration 41Q: 3 clusters Score -3.227468e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 147787 members 
Entering Unmasked Estep 
Score: -32274714.000000 Penalty: 6127.599609
	Iteration 42Q: 3 clusters Score -3.227471e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 146321 members 
Entering Unmasked Estep 
Score: -32274746.000000 Penalty: 6127.599609
	Iteration 43Q: 3 clusters Score -3.227475e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87030 members 
Mstep: Class 2 contains 144863 members 
Entering Unmasked Estep 
Score: -32274844.000000 Penalty: 6127.599609
	Iteration 44Q: 3 clusters Score -3.227484e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88416 members 
Mstep: Class 2 contains 143477 members 
Entering Unmasked Estep 
Score: -32274748.000000 Penalty: 6127.599609
	Iteration 45Q: 3 clusters Score -3.227475e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89886 members 
Mstep: Class 2 contains 142007 members 
Entering Unmasked Estep 
Score: -32274764.000000 Penalty: 6127.599609
	Iteration 46Q: 3 clusters Score -3.227476e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91395 members 
Mstep: Class 2 contains 140498 members 
Entering Unmasked Estep 
Score: -32274998.000000 Penalty: 6127.599609
	Iteration 47Q: 3 clusters Score -3.2275e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92829 members 
Mstep: Class 2 contains 139064 members 
Entering Unmasked Estep 
Score: -32274952.000000 Penalty: 6127.599609
	Iteration 48Q: 3 clusters Score -3.227495e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94218 members 
Mstep: Class 2 contains 137675 members 
Entering Unmasked Estep 
Score: -32275008.000000 Penalty: 6127.599609
	Iteration 49Q: 3 clusters Score -3.227501e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95661 members 
Mstep: Class 2 contains 136232 members 
Entering Unmasked Estep 
Score: -32275024.000000 Penalty: 6127.599609
	Iteration 50Q: 3 clusters Score -3.227502e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97029 members 
Mstep: Class 2 contains 134864 members 
Entering Unmasked Estep 
Score: -32274944.000000 Penalty: 6127.599609
	Iteration 51Q: 3 clusters Score -3.227494e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98411 members 
Mstep: Class 2 contains 133482 members 
Entering Unmasked Estep 
Score: -32275084.000000 Penalty: 6127.599609
	Iteration 52Q: 3 clusters Score -3.227508e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99760 members 
Mstep: Class 2 contains 132133 members 
Entering Unmasked Estep 
Score: -32274962.000000 Penalty: 6127.599609
	Iteration 53Q: 3 clusters Score -3.227496e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101108 members 
Mstep: Class 2 contains 130785 members 
Entering Unmasked Estep 
Score: -32274898.000000 Penalty: 6127.599609
	Iteration 54Q: 3 clusters Score -3.22749e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102444 members 
Mstep: Class 2 contains 129449 members 
Entering Unmasked Estep 
Score: -32274798.000000 Penalty: 6127.599609
	Iteration 55Q: 3 clusters Score -3.22748e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103748 members 
Mstep: Class 2 contains 128145 members 
Entering Unmasked Estep 
Score: -32274736.000000 Penalty: 6127.599609
	Iteration 56Q: 3 clusters Score -3.227474e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105034 members 
Mstep: Class 2 contains 126859 members 
Entering Unmasked Estep 
Score: -32274888.000000 Penalty: 6127.599609
	Iteration 57Q: 3 clusters Score -3.227489e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106320 members 
Mstep: Class 2 contains 125573 members 
Entering Unmasked Estep 
Score: -32274784.000000 Penalty: 6127.599609
	Iteration 58Q: 3 clusters Score -3.227478e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107589 members 
Mstep: Class 2 contains 124304 members 
Entering Unmasked Estep 
Score: -32274812.000000 Penalty: 6127.599609
	Iteration 59Q: 3 clusters Score -3.227481e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108716 members 
Mstep: Class 2 contains 123177 members 
Entering Unmasked Estep 
Score: -32274848.000000 Penalty: 6127.599609
	Iteration 60F: 3 clusters Score -3.227485e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109799 members 
Mstep: Class 2 contains 122094 members 
Entering Unmasked Estep 
Score: -32274982.000000 Penalty: 6127.599609
	Iteration 61Q: 3 clusters Score -3.227498e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110840 members 
Mstep: Class 2 contains 121053 members 
Entering Unmasked Estep 
Score: -32275038.000000 Penalty: 6127.599609
	Iteration 62Q: 3 clusters Score -3.227504e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111785 members 
Mstep: Class 2 contains 120108 members 
Entering Unmasked Estep 
Score: -32275052.000000 Penalty: 6127.599609
	Iteration 63Q: 3 clusters Score -3.227505e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112810 members 
Mstep: Class 2 contains 119083 members 
Entering Unmasked Estep 
Score: -32275002.000000 Penalty: 6127.599609
	Iteration 64Q: 3 clusters Score -3.2275e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113892 members 
Mstep: Class 2 contains 118001 members 
Entering Unmasked Estep 
Score: -32275122.000000 Penalty: 6127.599609
	Iteration 65Q: 3 clusters Score -3.227512e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114947 members 
Mstep: Class 2 contains 116946 members 
Entering Unmasked Estep 
Score: -32275072.000000 Penalty: 6127.599609
	Iteration 66Q: 3 clusters Score -3.227507e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116016 members 
Mstep: Class 2 contains 115877 members 
Entering Unmasked Estep 
Score: -32275202.000000 Penalty: 6127.599609
	Iteration 67Q: 3 clusters Score -3.22752e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117030 members 
Mstep: Class 2 contains 114863 members 
Entering Unmasked Estep 
Score: -32275184.000000 Penalty: 6127.599609
	Iteration 68Q: 3 clusters Score -3.227518e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118019 members 
Mstep: Class 2 contains 113874 members 
Entering Unmasked Estep 
Score: -32275270.000000 Penalty: 6127.599609
	Iteration 69Q: 3 clusters Score -3.227527e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118976 members 
Mstep: Class 2 contains 112917 members 
Entering Unmasked Estep 
Score: -32275368.000000 Penalty: 6127.599609
	Iteration 70Q: 3 clusters Score -3.227537e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119909 members 
Mstep: Class 2 contains 111984 members 
Entering Unmasked Estep 
Score: -32275374.000000 Penalty: 6127.599609
	Iteration 71Q: 3 clusters Score -3.227537e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120940 members 
Mstep: Class 2 contains 110953 members 
Entering Unmasked Estep 
Score: -32275316.000000 Penalty: 6127.599609
	Iteration 72Q: 3 clusters Score -3.227532e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121965 members 
Mstep: Class 2 contains 109928 members 
Entering Unmasked Estep 
Score: -32275372.000000 Penalty: 6127.599609
	Iteration 73Q: 3 clusters Score -3.227537e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123010 members 
Mstep: Class 2 contains 108883 members 
Entering Unmasked Estep 
Score: -32275424.000000 Penalty: 6127.599609
	Iteration 74Q: 3 clusters Score -3.227542e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124175 members 
Mstep: Class 2 contains 107718 members 
Entering Unmasked Estep 
Score: -32275540.000000 Penalty: 6127.599609
	Iteration 75Q: 3 clusters Score -3.227554e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125417 members 
Mstep: Class 2 contains 106476 members 
Entering Unmasked Estep 
Score: -32275522.000000 Penalty: 6127.599609
	Iteration 76Q: 3 clusters Score -3.227552e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126766 members 
Mstep: Class 2 contains 105127 members 
Entering Unmasked Estep 
Score: -32275522.000000 Penalty: 6127.599609
	Iteration 77Q: 3 clusters Score -3.227552e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128297 members 
Mstep: Class 2 contains 103596 members 
Entering Unmasked Estep 
Score: -32275358.000000 Penalty: 6127.599609
	Iteration 78Q: 3 clusters Score -3.227536e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130021 members 
Mstep: Class 2 contains 101872 members 
Entering Unmasked Estep 
Score: -32275328.000000 Penalty: 6127.599609
	Iteration 79Q: 3 clusters Score -3.227533e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131834 members 
Mstep: Class 2 contains 100059 members 
Entering Unmasked Estep 
Score: -32275316.000000 Penalty: 6127.599609
	Iteration 80F: 3 clusters Score -3.227532e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133799 members 
Mstep: Class 2 contains 98094 members 
Entering Unmasked Estep 
Score: -32275282.000000 Penalty: 6127.599609
	Iteration 81Q: 3 clusters Score -3.227528e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135914 members 
Mstep: Class 2 contains 95979 members 
Entering Unmasked Estep 
Score: -32275310.000000 Penalty: 6127.599609
	Iteration 82Q: 3 clusters Score -3.227531e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138158 members 
Mstep: Class 2 contains 93735 members 
Entering Unmasked Estep 
Score: -32275334.000000 Penalty: 6127.599609
	Iteration 83Q: 3 clusters Score -3.227533e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140572 members 
Mstep: Class 2 contains 91321 members 
Entering Unmasked Estep 
Score: -32275474.000000 Penalty: 6127.599609
	Iteration 84Q: 3 clusters Score -3.227547e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143326 members 
Mstep: Class 2 contains 88567 members 
Entering Unmasked Estep 
Score: -32275620.000000 Penalty: 6127.599609
	Iteration 85Q: 3 clusters Score -3.227562e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146510 members 
Mstep: Class 2 contains 85383 members 
Entering Unmasked Estep 
Score: -32275238.000000 Penalty: 6127.599609
	Iteration 86Q: 3 clusters Score -3.227524e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150166 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -32275214.000000 Penalty: 6127.599609
	Iteration 87Q: 3 clusters Score -3.227521e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154323 members 
Mstep: Class 2 contains 77570 members 
Entering Unmasked Estep 
Score: -32275244.000000 Penalty: 6127.599609
	Iteration 88Q: 3 clusters Score -3.227524e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158634 members 
Mstep: Class 2 contains 73259 members 
Entering Unmasked Estep 
Score: -32275388.000000 Penalty: 6127.599609
	Iteration 89Q: 3 clusters Score -3.227539e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163188 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
Score: -32275706.000000 Penalty: 6127.599609
	Iteration 90Q: 3 clusters Score -3.227571e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167827 members 
Mstep: Class 2 contains 64066 members 
Entering Unmasked Estep 
Score: -32275946.000000 Penalty: 6127.599609
	Iteration 91Q: 3 clusters Score -3.227595e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172386 members 
Mstep: Class 2 contains 59507 members 
Entering Unmasked Estep 
Score: -32275788.000000 Penalty: 6127.599609
	Iteration 92Q: 3 clusters Score -3.227579e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176605 members 
Mstep: Class 2 contains 55288 members 
Entering Unmasked Estep 
Score: -32275870.000000 Penalty: 6127.599609
	Iteration 93Q: 3 clusters Score -3.227587e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180575 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -32275960.000000 Penalty: 6127.599609
	Iteration 94Q: 3 clusters Score -3.227596e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183939 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -32275936.000000 Penalty: 6127.599609
	Iteration 95Q: 3 clusters Score -3.227594e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186832 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -32275974.000000 Penalty: 6127.599609
	Iteration 96Q: 3 clusters Score -3.227597e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189373 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -32275948.000000 Penalty: 6127.599609
	Iteration 97Q: 3 clusters Score -3.227595e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191460 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -32276076.000000 Penalty: 6127.599609
	Iteration 98Q: 3 clusters Score -3.227608e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193144 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -32276048.000000 Penalty: 6127.599609
	Iteration 99Q: 3 clusters Score -3.227605e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194540 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -32276526.000000 Penalty: 6127.599609
	Iteration 100F: 3 clusters Score -3.227653e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195972 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -32276462.000000 Penalty: 6127.599609
	Iteration 101Q: 3 clusters Score -3.227646e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197191 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -32276292.000000 Penalty: 6127.599609
	Iteration 102Q: 3 clusters Score -3.227629e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198131 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -32276306.000000 Penalty: 6127.599609
	Iteration 103Q: 3 clusters Score -3.227631e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198970 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -32276450.000000 Penalty: 6127.599609
	Iteration 104Q: 3 clusters Score -3.227645e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199672 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -32276558.000000 Penalty: 6127.599609
	Iteration 105Q: 3 clusters Score -3.227656e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200278 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -32276546.000000 Penalty: 6127.599609
	Iteration 106Q: 3 clusters Score -3.227655e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200846 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -32276548.000000 Penalty: 6127.599609
	Iteration 107Q: 3 clusters Score -3.227655e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201359 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -32276578.000000 Penalty: 6127.599609
	Iteration 108Q: 3 clusters Score -3.227658e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201872 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -32276608.000000 Penalty: 6127.599609
	Iteration 109Q: 3 clusters Score -3.227661e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202344 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -32276734.000000 Penalty: 6127.599609
	Iteration 110Q: 3 clusters Score -3.227673e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202768 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -32276716.000000 Penalty: 6127.599609
	Iteration 111Q: 3 clusters Score -3.227672e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203188 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -32276906.000000 Penalty: 6127.599609
	Iteration 112Q: 3 clusters Score -3.227691e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203602 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -32277072.000000 Penalty: 6127.599609
	Iteration 113Q: 3 clusters Score -3.227707e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204009 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -32277154.000000 Penalty: 6127.599609
	Iteration 114Q: 3 clusters Score -3.227715e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204398 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -32277112.000000 Penalty: 6127.599609
	Iteration 115Q: 3 clusters Score -3.227711e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204767 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -32277100.000000 Penalty: 6127.599609
	Iteration 116Q: 3 clusters Score -3.22771e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205174 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -32277258.000000 Penalty: 6127.599609
	Iteration 117Q: 3 clusters Score -3.227726e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205580 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -32277396.000000 Penalty: 6127.599609
	Iteration 118Q: 3 clusters Score -3.22774e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206012 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -32277434.000000 Penalty: 6127.599609
	Iteration 119Q: 3 clusters Score -3.227743e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206434 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -32277556.000000 Penalty: 6127.599609
	Iteration 120F: 3 clusters Score -3.227756e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206885 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -32277692.000000 Penalty: 6127.599609
	Iteration 121Q: 3 clusters Score -3.227769e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207341 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -32277816.000000 Penalty: 6127.599609
	Iteration 122Q: 3 clusters Score -3.227782e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207808 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -32277908.000000 Penalty: 6127.599609
	Iteration 123Q: 3 clusters Score -3.227791e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208294 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -32278028.000000 Penalty: 6127.599609
	Iteration 124Q: 3 clusters Score -3.227803e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208793 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -32278116.000000 Penalty: 6127.599609
	Iteration 125Q: 3 clusters Score -3.227812e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209269 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -32278208.000000 Penalty: 6127.599609
	Iteration 126Q: 3 clusters Score -3.227821e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209771 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -32278416.000000 Penalty: 6127.599609
	Iteration 127Q: 3 clusters Score -3.227842e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210200 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -32278502.000000 Penalty: 6127.599609
	Iteration 128Q: 3 clusters Score -3.22785e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210707 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -32278664.000000 Penalty: 6127.599609
	Iteration 129Q: 3 clusters Score -3.227866e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211240 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -32278850.000000 Penalty: 6127.599609
	Iteration 130Q: 3 clusters Score -3.227885e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211801 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -32278966.000000 Penalty: 6127.599609
	Iteration 131Q: 3 clusters Score -3.227897e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212368 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -32278986.000000 Penalty: 6127.599609
	Iteration 132Q: 3 clusters Score -3.227899e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212891 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -32279250.000000 Penalty: 6127.599609
	Iteration 133Q: 3 clusters Score -3.227925e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213408 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -32279398.000000 Penalty: 6127.599609
	Iteration 134Q: 3 clusters Score -3.22794e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213947 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -32279802.000000 Penalty: 6127.599609
	Iteration 135Q: 3 clusters Score -3.22798e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214528 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -32280250.000000 Penalty: 6127.599609
	Iteration 136Q: 3 clusters Score -3.228025e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215095 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -32280620.000000 Penalty: 6127.599609
	Iteration 137Q: 3 clusters Score -3.228062e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215666 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -32281036.000000 Penalty: 6127.599609
	Iteration 138Q: 3 clusters Score -3.228104e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216229 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -32281418.000000 Penalty: 6127.599609
	Iteration 139Q: 3 clusters Score -3.228142e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216752 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -32281800.000000 Penalty: 6127.599609
	Iteration 140F: 3 clusters Score -3.22818e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217250 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -32282170.000000 Penalty: 6127.599609
	Iteration 141Q: 3 clusters Score -3.228217e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217789 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -32282666.000000 Penalty: 6127.599609
	Iteration 142Q: 3 clusters Score -3.228267e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218337 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -32282970.000000 Penalty: 6127.599609
	Iteration 143Q: 3 clusters Score -3.228297e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218869 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -32283290.000000 Penalty: 6127.599609
	Iteration 144Q: 3 clusters Score -3.228329e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219407 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -32283698.000000 Penalty: 6127.599609
	Iteration 145Q: 3 clusters Score -3.22837e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219985 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -32284064.000000 Penalty: 6127.599609
	Iteration 146Q: 3 clusters Score -3.228406e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220556 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -32284566.000000 Penalty: 6127.599609
	Iteration 147Q: 3 clusters Score -3.228457e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221094 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -32284840.000000 Penalty: 6127.599609
	Iteration 148Q: 3 clusters Score -3.228484e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221653 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -32285224.000000 Penalty: 6127.599609
	Iteration 149Q: 3 clusters Score -3.228522e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222185 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -32285588.000000 Penalty: 6127.599609
	Iteration 150Q: 3 clusters Score -3.228559e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222710 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -32285944.000000 Penalty: 6127.599609
	Iteration 151Q: 3 clusters Score -3.228594e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223259 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -32286480.000000 Penalty: 6127.599609
	Iteration 152Q: 3 clusters Score -3.228648e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223777 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -32287124.000000 Penalty: 6127.599609
	Iteration 153Q: 3 clusters Score -3.228712e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224260 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -32287816.000000 Penalty: 6127.599609
	Iteration 154Q: 3 clusters Score -3.228782e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224758 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -32288416.000000 Penalty: 6127.599609
	Iteration 155Q: 3 clusters Score -3.228842e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225226 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -32289020.000000 Penalty: 6127.599609
	Iteration 156Q: 3 clusters Score -3.228902e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225661 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -32289458.000000 Penalty: 6127.599609
	Iteration 157Q: 3 clusters Score -3.228946e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226072 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -32289922.000000 Penalty: 6127.599609
	Iteration 158Q: 3 clusters Score -3.228992e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226454 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -32290420.000000 Penalty: 6127.599609
	Iteration 159Q: 3 clusters Score -3.229042e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226838 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -32290830.000000 Penalty: 6127.599609
	Iteration 160F: 3 clusters Score -3.229083e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227219 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -32291396.000000 Penalty: 6127.599609
	Iteration 161Q: 3 clusters Score -3.22914e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227564 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -32291802.000000 Penalty: 6127.599609
	Iteration 162Q: 3 clusters Score -3.22918e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227869 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -32292054.000000 Penalty: 6127.599609
	Iteration 163Q: 3 clusters Score -3.229205e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228141 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -32292250.000000 Penalty: 6127.599609
	Iteration 164Q: 3 clusters Score -3.229225e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228384 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -32292496.000000 Penalty: 6127.599609
	Iteration 165Q: 3 clusters Score -3.22925e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228598 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -32292762.000000 Penalty: 6127.599609
	Iteration 166Q: 3 clusters Score -3.229276e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228787 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -32292878.000000 Penalty: 6127.599609
	Iteration 167Q: 3 clusters Score -3.229288e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228953 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -32293078.000000 Penalty: 6127.599609
	Iteration 168Q: 3 clusters Score -3.229308e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229109 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -32293184.000000 Penalty: 6127.599609
	Iteration 169Q: 3 clusters Score -3.229318e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229255 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -32293278.000000 Penalty: 6127.599609
	Iteration 170Q: 3 clusters Score -3.229328e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229389 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -32293352.000000 Penalty: 6127.599609
	Iteration 171Q: 3 clusters Score -3.229335e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229511 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -32293548.000000 Penalty: 6127.599609
	Iteration 172Q: 3 clusters Score -3.229355e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229620 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -32293658.000000 Penalty: 6127.599609
	Iteration 173Q: 3 clusters Score -3.229366e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229706 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -32293740.000000 Penalty: 6127.599609
	Iteration 174Q: 3 clusters Score -3.229374e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229772 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -32293794.000000 Penalty: 6127.599609
	Iteration 175Q: 3 clusters Score -3.229379e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229835 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -32293878.000000 Penalty: 6127.599609
	Iteration 176Q: 3 clusters Score -3.229388e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229889 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -32293988.000000 Penalty: 6127.599609
	Iteration 177Q: 3 clusters Score -3.229399e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229934 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -32294052.000000 Penalty: 6127.599609
	Iteration 178Q: 3 clusters Score -3.229405e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229994 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -32294128.000000 Penalty: 6127.599609
	Iteration 179Q: 3 clusters Score -3.229413e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230048 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -32294208.000000 Penalty: 6127.599609
	Iteration 180F: 3 clusters Score -3.229421e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230095 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -32294204.000000 Penalty: 6127.599609
	Iteration 181Q: 3 clusters Score -3.22942e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230135 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -32294256.000000 Penalty: 6127.599609
	Iteration 182Q: 3 clusters Score -3.229426e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230167 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -32294280.000000 Penalty: 6127.599609
	Iteration 183Q: 3 clusters Score -3.229428e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230196 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -32294294.000000 Penalty: 6127.599609
	Iteration 184Q: 3 clusters Score -3.229429e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230227 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -32294306.000000 Penalty: 6127.599609
	Iteration 185Q: 3 clusters Score -3.229431e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230259 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -32294326.000000 Penalty: 6127.599609
	Iteration 186Q: 3 clusters Score -3.229433e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230290 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -32294358.000000 Penalty: 6127.599609
	Iteration 187Q: 3 clusters Score -3.229436e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230312 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -32294396.000000 Penalty: 6127.599609
	Iteration 188Q: 3 clusters Score -3.22944e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230328 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -32294408.000000 Penalty: 6127.599609
	Iteration 189Q: 3 clusters Score -3.229441e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230339 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -32294440.000000 Penalty: 6127.599609
	Iteration 190Q: 3 clusters Score -3.229444e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230356 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -32294452.000000 Penalty: 6127.599609
	Iteration 191Q: 3 clusters Score -3.229445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230363 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -32294474.000000 Penalty: 6127.599609
	Iteration 192Q: 3 clusters Score -3.229447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230367 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -32294456.000000 Penalty: 6127.599609
	Iteration 193Q: 3 clusters Score -3.229446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230368 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -32294464.000000 Penalty: 6127.599609
	Iteration 194Q: 3 clusters Score -3.229446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230373 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -32294454.000000 Penalty: 6127.599609
	Iteration 195Q: 3 clusters Score -3.229445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230376 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -32294470.000000 Penalty: 6127.599609
	Iteration 196Q: 3 clusters Score -3.229447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230377 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -32294476.000000 Penalty: 6127.599609
	Iteration 197Q: 3 clusters Score -3.229448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230377 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -32294476.000000 Penalty: 6127.599609
	Iteration 198F: 3 clusters Score -3.229448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Entering Unmasked Estep 
Score: -5664472.000000 Penalty: 2640.248535
	Iteration 0F: 2 clusters Score -5664472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -5636042.000000 Penalty: 5280.497070
	Iteration 0F: 3 clusters Score -5636042 nChanged 19335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -5646665.000000 Penalty: 5280.497070
	Iteration 1F: 3 clusters Score -5646665 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -5647209.000000 Penalty: 5280.497070
	Iteration 2Q: 3 clusters Score -5647209 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -5647705.000000 Penalty: 5280.497070
	Iteration 3Q: 3 clusters Score -5647705 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -5648281.500000 Penalty: 5280.497070
	Iteration 4Q: 3 clusters Score -5648282 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -5648847.500000 Penalty: 5280.497070
	Iteration 5Q: 3 clusters Score -5648848 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -5649555.500000 Penalty: 5280.497070
	Iteration 6Q: 3 clusters Score -5649556 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -5650339.000000 Penalty: 5280.497070
	Iteration 7Q: 3 clusters Score -5650339 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -5651340.500000 Penalty: 5280.497070
	Iteration 8Q: 3 clusters Score -5651340 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -5652404.500000 Penalty: 5280.497070
	Iteration 9Q: 3 clusters Score -5652404 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -5653569.500000 Penalty: 5280.497070
	Iteration 10F: 3 clusters Score -5653570 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -5654494.000000 Penalty: 5280.497070
	Iteration 11Q: 3 clusters Score -5654494 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -5655128.500000 Penalty: 5280.497070
	Iteration 12Q: 3 clusters Score -5655128 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -5655567.500000 Penalty: 5280.497070
	Iteration 13Q: 3 clusters Score -5655568 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -5655859.000000 Penalty: 5280.497070
	Iteration 14Q: 3 clusters Score -5655859 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -5656123.500000 Penalty: 5280.497070
	Iteration 15Q: 3 clusters Score -5656124 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -5656310.000000 Penalty: 5280.497070
	Iteration 16Q: 3 clusters Score -5656310 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -5656478.500000 Penalty: 5280.497070
	Iteration 17Q: 3 clusters Score -5656478 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -5656646.000000 Penalty: 5280.497070
	Iteration 18Q: 3 clusters Score -5656646 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -5656906.000000 Penalty: 5280.497070
	Iteration 19Q: 3 clusters Score -5656906 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -5657136.500000 Penalty: 5280.497070
	Iteration 20F: 3 clusters Score -5657136 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -5657418.500000 Penalty: 5280.497070
	Iteration 21Q: 3 clusters Score -5657418 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -5657706.000000 Penalty: 5280.497070
	Iteration 22Q: 3 clusters Score -5657706 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -5658049.500000 Penalty: 5280.497070
	Iteration 23Q: 3 clusters Score -5658050 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -5658407.000000 Penalty: 5280.497070
	Iteration 24Q: 3 clusters Score -5658407 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -5658748.000000 Penalty: 5280.497070
	Iteration 25Q: 3 clusters Score -5658748 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -5659094.500000 Penalty: 5280.497070
	Iteration 26Q: 3 clusters Score -5659094 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -5659517.000000 Penalty: 5280.497070
	Iteration 27Q: 3 clusters Score -5659517 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -5659971.000000 Penalty: 5280.497070
	Iteration 28Q: 3 clusters Score -5659971 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -5660347.500000 Penalty: 5280.497070
	Iteration 29Q: 3 clusters Score -5660348 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -5660675.000000 Penalty: 5280.497070
	Iteration 30Q: 3 clusters Score -5660675 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -5660970.000000 Penalty: 5280.497070
	Iteration 31Q: 3 clusters Score -5660970 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -5661214.000000 Penalty: 5280.497070
	Iteration 32Q: 3 clusters Score -5661214 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -5661423.000000 Penalty: 5280.497070
	Iteration 33Q: 3 clusters Score -5661423 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -5661591.000000 Penalty: 5280.497070
	Iteration 34Q: 3 clusters Score -5661591 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -5661735.000000 Penalty: 5280.497070
	Iteration 35Q: 3 clusters Score -5661735 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -5661817.500000 Penalty: 5280.497070
	Iteration 36Q: 3 clusters Score -5661818 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -5661904.500000 Penalty: 5280.497070
	Iteration 37Q: 3 clusters Score -5661904 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5661967.000000 Penalty: 5280.497070
	Iteration 38Q: 3 clusters Score -5661967 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -5662031.000000 Penalty: 5280.497070
	Iteration 39Q: 3 clusters Score -5662031 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5662077.500000 Penalty: 5280.497070
	Iteration 40F: 3 clusters Score -5662078 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -5662118.500000 Penalty: 5280.497070
	Iteration 41Q: 3 clusters Score -5662118 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -5662162.500000 Penalty: 5280.497070
	Iteration 42Q: 3 clusters Score -5662162 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5662176.500000 Penalty: 5280.497070
	Iteration 43Q: 3 clusters Score -5662176 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5662195.000000 Penalty: 5280.497070
	Iteration 44Q: 3 clusters Score -5662195 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5662213.500000 Penalty: 5280.497070
	Iteration 45Q: 3 clusters Score -5662214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5662229.000000 Penalty: 5280.497070
	Iteration 46Q: 3 clusters Score -5662229 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5662256.500000 Penalty: 5280.497070
	Iteration 47Q: 3 clusters Score -5662256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5662259.000000 Penalty: 5280.497070
	Iteration 48Q: 3 clusters Score -5662259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5662268.500000 Penalty: 5280.497070
	Iteration 49Q: 3 clusters Score -5662268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5662276.500000 Penalty: 5280.497070
	Iteration 50Q: 3 clusters Score -5662276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5662295.000000 Penalty: 5280.497070
	Iteration 51Q: 3 clusters Score -5662295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5662312.500000 Penalty: 5280.497070
	Iteration 52Q: 3 clusters Score -5662312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5662322.500000 Penalty: 5280.497070
	Iteration 53Q: 3 clusters Score -5662322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5662330.000000 Penalty: 5280.497070
	Iteration 54Q: 3 clusters Score -5662330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5662335.000000 Penalty: 5280.497070
	Iteration 55Q: 3 clusters Score -5662335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5662341.500000 Penalty: 5280.497070
	Iteration 56Q: 3 clusters Score -5662342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5662348.000000 Penalty: 5280.497070
	Iteration 57Q: 3 clusters Score -5662348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5662351.500000 Penalty: 5280.497070
	Iteration 58Q: 3 clusters Score -5662352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5662351.500000 Penalty: 5280.497070
	Iteration 59Q: 3 clusters Score -5662352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5662361.500000 Penalty: 5280.497070
	Iteration 60F: 3 clusters Score -5662362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5662361.500000 Penalty: 5280.497070
	Iteration 61Q: 3 clusters Score -5662362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5662369.500000 Penalty: 5280.497070
	Iteration 62Q: 3 clusters Score -5662370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5662379.000000 Penalty: 5280.497070
	Iteration 63Q: 3 clusters Score -5662379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5662380.500000 Penalty: 5280.497070
	Iteration 64Q: 3 clusters Score -5662380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5662395.000000 Penalty: 5280.497070
	Iteration 65Q: 3 clusters Score -5662395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5662396.000000 Penalty: 5280.497070
	Iteration 66Q: 3 clusters Score -5662396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5662393.500000 Penalty: 5280.497070
	Iteration 67Q: 3 clusters Score -5662394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5662400.500000 Penalty: 5280.497070
	Iteration 68Q: 3 clusters Score -5662400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5662401.500000 Penalty: 5280.497070
	Iteration 69Q: 3 clusters Score -5662402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5662402.500000 Penalty: 5280.497070
	Iteration 70Q: 3 clusters Score -5662402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5662400.000000 Penalty: 5280.497070
	Iteration 71Q: 3 clusters Score -5662400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5662399.000000 Penalty: 5280.497070
	Iteration 72Q: 3 clusters Score -5662399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5662399.000000 Penalty: 5280.497070
	Iteration 73F: 3 clusters Score -5662399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -98060.875000 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -98060.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -96301.351562 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -96301.35 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -96512.257812 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -96512.26 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -96582.789062 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -96582.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -96612.226562 Penalty: 3272.184082
	Iteration 3Q: 3 clusters Score -96612.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -96631.039062 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -96631.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -96638.859375 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -96638.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -96642.812500 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -96642.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -96649.375000 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -96649.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -96655.375000 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -96655.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -96662.718750 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -96662.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -96671.343750 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -96671.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -96682.281250 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -96682.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -96694.421875 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -96694.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -96707.289062 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -96707.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -96710.132812 Penalty: 3272.184082
	Iteration 14Q: 3 clusters Score -96710.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -96719.140625 Penalty: 3272.184082
	Iteration 15Q: 3 clusters Score -96719.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -96722.117188 Penalty: 3272.184082
	Iteration 16Q: 3 clusters Score -96722.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -96723.984375 Penalty: 3272.184082
	Iteration 17Q: 3 clusters Score -96723.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -96723.984375 Penalty: 3272.184082
	Iteration 18F: 3 clusters Score -96723.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Entering Unmasked Estep 
Score: -284363.406250 Penalty: 1908.096436
	Iteration 0F: 2 clusters Score -284363.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -281633.187500 Penalty: 3816.192871
	Iteration 0F: 3 clusters Score -281633.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -282371.281250 Penalty: 3816.192871
	Iteration 1F: 3 clusters Score -282371.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -282598.562500 Penalty: 3816.192871
	Iteration 2F: 3 clusters Score -282598.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -282753.125000 Penalty: 3816.192871
	Iteration 3F: 3 clusters Score -282753.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -282890.593750 Penalty: 3816.192871
	Iteration 4F: 3 clusters Score -282890.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -283013.125000 Penalty: 3816.192871
	Iteration 5Q: 3 clusters Score -283013.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -283119.093750 Penalty: 3816.192871
	Iteration 6Q: 3 clusters Score -283119.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -283205.000000 Penalty: 3816.192871
	Iteration 7Q: 3 clusters Score -283205 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -283258.187500 Penalty: 3816.192871
	Iteration 8Q: 3 clusters Score -283258.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -283302.343750 Penalty: 3816.192871
	Iteration 9Q: 3 clusters Score -283302.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -283328.500000 Penalty: 3816.192871
	Iteration 10Q: 3 clusters Score -283328.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -283345.500000 Penalty: 3816.192871
	Iteration 11Q: 3 clusters Score -283345.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -283365.250000 Penalty: 3816.192871
	Iteration 12Q: 3 clusters Score -283365.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -283375.593750 Penalty: 3816.192871
	Iteration 13Q: 3 clusters Score -283375.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -283387.281250 Penalty: 3816.192871
	Iteration 14Q: 3 clusters Score -283387.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -283390.406250 Penalty: 3816.192871
	Iteration 15Q: 3 clusters Score -283390.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -283395.312500 Penalty: 3816.192871
	Iteration 16Q: 3 clusters Score -283395.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -283398.625000 Penalty: 3816.192871
	Iteration 17Q: 3 clusters Score -283398.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -283400.062500 Penalty: 3816.192871
	Iteration 18Q: 3 clusters Score -283400.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -283400.062500 Penalty: 3816.192871
	Iteration 19F: 3 clusters Score -283400.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Entering Unmasked Estep 
Score: -845925.187500 Penalty: 2166.927979
	Iteration 0F: 2 clusters Score -845925.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -840658.562500 Penalty: 4333.855957
	Iteration 0F: 3 clusters Score -840658.6 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -841989.062500 Penalty: 4333.855957
	Iteration 1F: 3 clusters Score -841989.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -842248.125000 Penalty: 4333.855957
	Iteration 2F: 3 clusters Score -842248.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -842440.937500 Penalty: 4333.855957
	Iteration 3F: 3 clusters Score -842440.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -842620.812500 Penalty: 4333.855957
	Iteration 4Q: 3 clusters Score -842620.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -842817.125000 Penalty: 4333.855957
	Iteration 5Q: 3 clusters Score -842817.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -843008.625000 Penalty: 4333.855957
	Iteration 6Q: 3 clusters Score -843008.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -843153.000000 Penalty: 4333.855957
	Iteration 7Q: 3 clusters Score -843153 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -843268.375000 Penalty: 4333.855957
	Iteration 8Q: 3 clusters Score -843268.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -843399.187500 Penalty: 4333.855957
	Iteration 9Q: 3 clusters Score -843399.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -843543.250000 Penalty: 4333.855957
	Iteration 10Q: 3 clusters Score -843543.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -843678.250000 Penalty: 4333.855957
	Iteration 11Q: 3 clusters Score -843678.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -843792.437500 Penalty: 4333.855957
	Iteration 12Q: 3 clusters Score -843792.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -843881.687500 Penalty: 4333.855957
	Iteration 13Q: 3 clusters Score -843881.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -843949.687500 Penalty: 4333.855957
	Iteration 14Q: 3 clusters Score -843949.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -843994.562500 Penalty: 4333.855957
	Iteration 15Q: 3 clusters Score -843994.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -844026.125000 Penalty: 4333.855957
	Iteration 16Q: 3 clusters Score -844026.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -844051.687500 Penalty: 4333.855957
	Iteration 17Q: 3 clusters Score -844051.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -844070.000000 Penalty: 4333.855957
	Iteration 18Q: 3 clusters Score -844070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -844094.875000 Penalty: 4333.855957
	Iteration 19Q: 3 clusters Score -844094.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -844119.437500 Penalty: 4333.855957
	Iteration 20F: 3 clusters Score -844119.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -844136.000000 Penalty: 4333.855957
	Iteration 21Q: 3 clusters Score -844136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -844146.750000 Penalty: 4333.855957
	Iteration 22Q: 3 clusters Score -844146.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -844153.562500 Penalty: 4333.855957
	Iteration 23Q: 3 clusters Score -844153.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -844165.125000 Penalty: 4333.855957
	Iteration 24Q: 3 clusters Score -844165.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -844174.437500 Penalty: 4333.855957
	Iteration 25Q: 3 clusters Score -844174.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -844182.437500 Penalty: 4333.855957
	Iteration 26Q: 3 clusters Score -844182.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -844187.000000 Penalty: 4333.855957
	Iteration 27Q: 3 clusters Score -844187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -844192.125000 Penalty: 4333.855957
	Iteration 28Q: 3 clusters Score -844192.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -844197.687500 Penalty: 4333.855957
	Iteration 29Q: 3 clusters Score -844197.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -844202.562500 Penalty: 4333.855957
	Iteration 30Q: 3 clusters Score -844202.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -844207.750000 Penalty: 4333.855957
	Iteration 31Q: 3 clusters Score -844207.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -844212.125000 Penalty: 4333.855957
	Iteration 32Q: 3 clusters Score -844212.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -844217.687500 Penalty: 4333.855957
	Iteration 33Q: 3 clusters Score -844217.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -844222.250000 Penalty: 4333.855957
	Iteration 34Q: 3 clusters Score -844222.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -844225.625000 Penalty: 4333.855957
	Iteration 35Q: 3 clusters Score -844225.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -844227.312500 Penalty: 4333.855957
	Iteration 36Q: 3 clusters Score -844227.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -844227.312500 Penalty: 4333.855957
	Iteration 37F: 3 clusters Score -844227.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Entering Unmasked Estep 
Score: -1653887.375000 Penalty: 2329.978760
	Iteration 0F: 2 clusters Score -1653887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1644925.625000 Penalty: 4659.957520
	Iteration 0F: 3 clusters Score -1644926 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1647598.500000 Penalty: 4659.957520
	Iteration 1F: 3 clusters Score -1647598 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1647962.750000 Penalty: 4659.957520
	Iteration 2F: 3 clusters Score -1647963 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1648315.500000 Penalty: 4659.957520
	Iteration 3F: 3 clusters Score -1648316 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1648655.000000 Penalty: 4659.957520
	Iteration 4F: 3 clusters Score -1648655 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1649000.875000 Penalty: 4659.957520
	Iteration 5F: 3 clusters Score -1649001 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1649365.250000 Penalty: 4659.957520
	Iteration 6F: 3 clusters Score -1649365 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1649776.750000 Penalty: 4659.957520
	Iteration 7F: 3 clusters Score -1649777 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1650151.250000 Penalty: 4659.957520
	Iteration 8Q: 3 clusters Score -1650151 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1650527.750000 Penalty: 4659.957520
	Iteration 9Q: 3 clusters Score -1650528 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1650829.375000 Penalty: 4659.957520
	Iteration 10Q: 3 clusters Score -1650829 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1651061.750000 Penalty: 4659.957520
	Iteration 11Q: 3 clusters Score -1651062 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1651223.625000 Penalty: 4659.957520
	Iteration 12Q: 3 clusters Score -1651224 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1651328.500000 Penalty: 4659.957520
	Iteration 13Q: 3 clusters Score -1651328 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1651407.375000 Penalty: 4659.957520
	Iteration 14Q: 3 clusters Score -1651407 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1651464.875000 Penalty: 4659.957520
	Iteration 15Q: 3 clusters Score -1651465 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1651535.000000 Penalty: 4659.957520
	Iteration 16Q: 3 clusters Score -1651535 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1651606.500000 Penalty: 4659.957520
	Iteration 17Q: 3 clusters Score -1651606 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1651685.000000 Penalty: 4659.957520
	Iteration 18Q: 3 clusters Score -1651685 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1651750.000000 Penalty: 4659.957520
	Iteration 19Q: 3 clusters Score -1651750 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1651819.125000 Penalty: 4659.957520
	Iteration 20F: 3 clusters Score -1651819 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1651899.625000 Penalty: 4659.957520
	Iteration 21Q: 3 clusters Score -1651900 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1651965.125000 Penalty: 4659.957520
	Iteration 22Q: 3 clusters Score -1651965 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1652012.875000 Penalty: 4659.957520
	Iteration 23Q: 3 clusters Score -1652013 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1652038.500000 Penalty: 4659.957520
	Iteration 24Q: 3 clusters Score -1652038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1652051.750000 Penalty: 4659.957520
	Iteration 25Q: 3 clusters Score -1652052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1652066.625000 Penalty: 4659.957520
	Iteration 26Q: 3 clusters Score -1652067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1652084.250000 Penalty: 4659.957520
	Iteration 27Q: 3 clusters Score -1652084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1652096.875000 Penalty: 4659.957520
	Iteration 28Q: 3 clusters Score -1652097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1652107.375000 Penalty: 4659.957520
	Iteration 29Q: 3 clusters Score -1652107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1652109.000000 Penalty: 4659.957520
	Iteration 30Q: 3 clusters Score -1652109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1652107.500000 Penalty: 4659.957520
	Iteration 31Q: 3 clusters Score -1652108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1652116.375000 Penalty: 4659.957520
	Iteration 32Q: 3 clusters Score -1652116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1652120.250000 Penalty: 4659.957520
	Iteration 33Q: 3 clusters Score -1652120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1652121.500000 Penalty: 4659.957520
	Iteration 34Q: 3 clusters Score -1652122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1652123.500000 Penalty: 4659.957520
	Iteration 35Q: 3 clusters Score -1652124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1652125.500000 Penalty: 4659.957520
	Iteration 36Q: 3 clusters Score -1652126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1652126.375000 Penalty: 4659.957520
	Iteration 37Q: 3 clusters Score -1652126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1652128.250000 Penalty: 4659.957520
	Iteration 38Q: 3 clusters Score -1652128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1652127.500000 Penalty: 4659.957520
	Iteration 39Q: 3 clusters Score -1652128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1652127.500000 Penalty: 4659.957520
	Iteration 40F: 3 clusters Score -1652128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -60112.816406 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -60112.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58677.062500 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -58677.06 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58987.847656 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -58987.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59093.566406 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -59093.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59159.183594 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -59159.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59207.390625 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -59207.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59223.074219 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -59223.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59250.175781 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -59250.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59283.832031 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -59283.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59313.710938 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -59313.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59395.449219 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -59395.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59471.796875 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -59471.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59553.121094 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -59553.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59606.968750 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -59606.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59649.691406 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -59649.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59673.292969 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -59673.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59696.347656 Penalty: 3104.752441
	Iteration 15Q: 3 clusters Score -59696.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59708.433594 Penalty: 3104.752441
	Iteration 16Q: 3 clusters Score -59708.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59725.781250 Penalty: 3104.752441
	Iteration 17Q: 3 clusters Score -59725.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59743.839844 Penalty: 3104.752441
	Iteration 18Q: 3 clusters Score -59743.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59751.269531 Penalty: 3104.752441
	Iteration 19Q: 3 clusters Score -59751.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59757.593750 Penalty: 3104.752441
	Iteration 20F: 3 clusters Score -59757.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59764.464844 Penalty: 3104.752441
	Iteration 21Q: 3 clusters Score -59764.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59769.667969 Penalty: 3104.752441
	Iteration 22Q: 3 clusters Score -59769.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59775.402344 Penalty: 3104.752441
	Iteration 23Q: 3 clusters Score -59775.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59802.769531 Penalty: 3104.752441
	Iteration 24Q: 3 clusters Score -59802.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59854.562500 Penalty: 3104.752441
	Iteration 25Q: 3 clusters Score -59854.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59955.675781 Penalty: 3104.752441
	Iteration 26Q: 3 clusters Score -59955.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60060.214844 Penalty: 3104.752441
	Iteration 27Q: 3 clusters Score -60060.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60225.789062 Penalty: 3104.752441
	Iteration 28Q: 3 clusters Score -60225.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60417.187500 Penalty: 3104.752441
	Iteration 29Q: 3 clusters Score -60417.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60526.292969 Penalty: 3104.752441
	Iteration 30Q: 3 clusters Score -60526.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60554.585938 Penalty: 3104.752441
	Iteration 31Q: 3 clusters Score -60554.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60597.703125 Penalty: 3104.752441
	Iteration 32Q: 3 clusters Score -60597.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60626.281250 Penalty: 3104.752441
	Iteration 33Q: 3 clusters Score -60626.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60637.265625 Penalty: 3104.752441
	Iteration 34Q: 3 clusters Score -60637.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60637.593750 Penalty: 3104.752441
	Iteration 35F: 3 clusters Score -60637.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60649.761719 Penalty: 3104.752441
	Iteration 36Q: 3 clusters Score -60649.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60649.761719 Penalty: 3104.752441
	Iteration 37F: 3 clusters Score -60649.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 27137 members 
Mstep: Class 4 contains 154174 members 
Mstep: Class 5 contains 5327 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 285118 members 
Mstep: Class 10 contains 11542 members 
Mstep: Class 11 contains 84725 members 
Mstep: Class 12 contains 231893 members 
Mstep: Class 13 contains 42031 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2195 members 
Mstep: Class 16 contains 6233 members 
Mstep: Class 17 contains 12029 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 9530 members 
Mstep: Class 20 contains 585 members 
Mstep: Class 21 contains 48085 members 
Mstep: Class 22 contains 7994 members 
Mstep: Class 23 contains 1780 members 
Mstep: Class 24 contains 284 members 
Entering Unmasked Estep 
Score: -135780720.000000 Penalty: 82213.359375
Splitting cluster 18 changes total score from -135777024.000000 to -135780720.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (9530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Entering Unmasked Estep 
Score: -1326892.625000 Penalty: 2272.225586
	Iteration 0F: 2 clusters Score -1326893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1319479.875000 Penalty: 4544.451172
	Iteration 0F: 3 clusters Score -1319480 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1321578.250000 Penalty: 4544.451172
	Iteration 1F: 3 clusters Score -1321578 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1321842.875000 Penalty: 4544.451172
	Iteration 2F: 3 clusters Score -1321843 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1322021.250000 Penalty: 4544.451172
	Iteration 3Q: 3 clusters Score -1322021 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1322133.500000 Penalty: 4544.451172
	Iteration 4Q: 3 clusters Score -1322134 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1322199.875000 Penalty: 4544.451172
	Iteration 5Q: 3 clusters Score -1322200 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1322234.500000 Penalty: 4544.451172
	Iteration 6Q: 3 clusters Score -1322234 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1322265.375000 Penalty: 4544.451172
	Iteration 7Q: 3 clusters Score -1322265 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1322281.875000 Penalty: 4544.451172
	Iteration 8Q: 3 clusters Score -1322282 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1322296.875000 Penalty: 4544.451172
	Iteration 9Q: 3 clusters Score -1322297 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1322309.125000 Penalty: 4544.451172
	Iteration 10Q: 3 clusters Score -1322309 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1322318.875000 Penalty: 4544.451172
	Iteration 11Q: 3 clusters Score -1322319 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1322327.625000 Penalty: 4544.451172
	Iteration 12Q: 3 clusters Score -1322328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1322330.375000 Penalty: 4544.451172
	Iteration 13Q: 3 clusters Score -1322330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1322337.125000 Penalty: 4544.451172
	Iteration 14Q: 3 clusters Score -1322337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1322339.500000 Penalty: 4544.451172
	Iteration 15Q: 3 clusters Score -1322340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1322347.000000 Penalty: 4544.451172
	Iteration 16Q: 3 clusters Score -1322347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1322349.250000 Penalty: 4544.451172
	Iteration 17Q: 3 clusters Score -1322349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1322354.750000 Penalty: 4544.451172
	Iteration 18Q: 3 clusters Score -1322355 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1322362.750000 Penalty: 4544.451172
	Iteration 19Q: 3 clusters Score -1322363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1322367.000000 Penalty: 4544.451172
	Iteration 20F: 3 clusters Score -1322367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1322372.375000 Penalty: 4544.451172
	Iteration 21Q: 3 clusters Score -1322372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1322382.375000 Penalty: 4544.451172
	Iteration 22Q: 3 clusters Score -1322382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1322393.250000 Penalty: 4544.451172
	Iteration 23Q: 3 clusters Score -1322393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1322392.625000 Penalty: 4544.451172
	Iteration 24Q: 3 clusters Score -1322393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1322396.250000 Penalty: 4544.451172
	Iteration 25Q: 3 clusters Score -1322396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1322404.375000 Penalty: 4544.451172
	Iteration 26Q: 3 clusters Score -1322404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1322407.375000 Penalty: 4544.451172
	Iteration 27Q: 3 clusters Score -1322407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1322413.125000 Penalty: 4544.451172
	Iteration 28Q: 3 clusters Score -1322413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1322413.500000 Penalty: 4544.451172
	Iteration 29Q: 3 clusters Score -1322414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1322424.125000 Penalty: 4544.451172
	Iteration 30Q: 3 clusters Score -1322424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1322426.125000 Penalty: 4544.451172
	Iteration 31Q: 3 clusters Score -1322426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1322427.500000 Penalty: 4544.451172
	Iteration 32Q: 3 clusters Score -1322428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1322430.750000 Penalty: 4544.451172
	Iteration 33Q: 3 clusters Score -1322431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1322432.000000 Penalty: 4544.451172
	Iteration 34Q: 3 clusters Score -1322432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1322432.125000 Penalty: 4544.451172
	Iteration 35Q: 3 clusters Score -1322432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1322432.375000 Penalty: 4544.451172
	Iteration 36Q: 3 clusters Score -1322432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1322433.500000 Penalty: 4544.451172
	Iteration 37Q: 3 clusters Score -1322434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1322436.375000 Penalty: 4544.451172
	Iteration 38Q: 3 clusters Score -1322436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1322438.750000 Penalty: 4544.451172
	Iteration 39Q: 3 clusters Score -1322439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1322441.000000 Penalty: 4544.451172
	Iteration 40F: 3 clusters Score -1322441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1322442.375000 Penalty: 4544.451172
	Iteration 41Q: 3 clusters Score -1322442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1322444.875000 Penalty: 4544.451172
	Iteration 42Q: 3 clusters Score -1322445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1322445.250000 Penalty: 4544.451172
	Iteration 43Q: 3 clusters Score -1322445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1322445.750000 Penalty: 4544.451172
	Iteration 44Q: 3 clusters Score -1322446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1322445.625000 Penalty: 4544.451172
	Iteration 45Q: 3 clusters Score -1322446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1322446.375000 Penalty: 4544.451172
	Iteration 46Q: 3 clusters Score -1322446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1322446.375000 Penalty: 4544.451172
	Iteration 47F: 3 clusters Score -1322446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Entering Unmasked Estep 
Score: -6706445.500000 Penalty: 2673.619873
	Iteration 0F: 2 clusters Score -6706446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -6674133.500000 Penalty: 5347.239746
	Iteration 0F: 3 clusters Score -6674134 nChanged 22023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -6686479.000000 Penalty: 5347.239746
	Iteration 1F: 3 clusters Score -6686479 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -6687047.000000 Penalty: 5347.239746
	Iteration 2Q: 3 clusters Score -6687047 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -6687615.500000 Penalty: 5347.239746
	Iteration 3Q: 3 clusters Score -6687616 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -6688256.000000 Penalty: 5347.239746
	Iteration 4Q: 3 clusters Score -6688256 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -6689138.500000 Penalty: 5347.239746
	Iteration 5Q: 3 clusters Score -6689138 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -6690388.000000 Penalty: 5347.239746
	Iteration 6Q: 3 clusters Score -6690388 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -6691893.500000 Penalty: 5347.239746
	Iteration 7F: 3 clusters Score -6691894 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -6693684.500000 Penalty: 5347.239746
	Iteration 8F: 3 clusters Score -6693684 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -6695463.500000 Penalty: 5347.239746
	Iteration 9F: 3 clusters Score -6695464 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -6697012.500000 Penalty: 5347.239746
	Iteration 10F: 3 clusters Score -6697012 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -6698510.000000 Penalty: 5347.239746
	Iteration 11Q: 3 clusters Score -6698510 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -6700089.500000 Penalty: 5347.239746
	Iteration 12Q: 3 clusters Score -6700090 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -6701546.000000 Penalty: 5347.239746
	Iteration 13Q: 3 clusters Score -6701546 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -6702700.500000 Penalty: 5347.239746
	Iteration 14Q: 3 clusters Score -6702700 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -6703484.000000 Penalty: 5347.239746
	Iteration 15Q: 3 clusters Score -6703484 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -6703946.000000 Penalty: 5347.239746
	Iteration 16Q: 3 clusters Score -6703946 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -6704201.500000 Penalty: 5347.239746
	Iteration 17Q: 3 clusters Score -6704202 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -6704363.000000 Penalty: 5347.239746
	Iteration 18Q: 3 clusters Score -6704363 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -6704472.500000 Penalty: 5347.239746
	Iteration 19Q: 3 clusters Score -6704472 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -6704527.500000 Penalty: 5347.239746
	Iteration 20F: 3 clusters Score -6704528 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -6704608.000000 Penalty: 5347.239746
	Iteration 21Q: 3 clusters Score -6704608 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -6704679.000000 Penalty: 5347.239746
	Iteration 22Q: 3 clusters Score -6704679 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -6704725.000000 Penalty: 5347.239746
	Iteration 23Q: 3 clusters Score -6704725 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -6704761.000000 Penalty: 5347.239746
	Iteration 24Q: 3 clusters Score -6704761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -6704783.000000 Penalty: 5347.239746
	Iteration 25Q: 3 clusters Score -6704783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -6704789.500000 Penalty: 5347.239746
	Iteration 26Q: 3 clusters Score -6704790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -6704799.000000 Penalty: 5347.239746
	Iteration 27Q: 3 clusters Score -6704799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -6704802.500000 Penalty: 5347.239746
	Iteration 28Q: 3 clusters Score -6704802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -6704812.500000 Penalty: 5347.239746
	Iteration 29Q: 3 clusters Score -6704812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -6704817.500000 Penalty: 5347.239746
	Iteration 30Q: 3 clusters Score -6704818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -6704825.500000 Penalty: 5347.239746
	Iteration 31Q: 3 clusters Score -6704826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -6704830.000000 Penalty: 5347.239746
	Iteration 32Q: 3 clusters Score -6704830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -6704832.500000 Penalty: 5347.239746
	Iteration 33Q: 3 clusters Score -6704832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -6704833.000000 Penalty: 5347.239746
	Iteration 34Q: 3 clusters Score -6704833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -6704832.000000 Penalty: 5347.239746
	Iteration 35Q: 3 clusters Score -6704832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -6704831.000000 Penalty: 5347.239746
	Iteration 36Q: 3 clusters Score -6704831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -6704836.000000 Penalty: 5347.239746
	Iteration 37Q: 3 clusters Score -6704836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -6704836.000000 Penalty: 5347.239746
	Iteration 38Q: 3 clusters Score -6704836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -6704837.500000 Penalty: 5347.239746
	Iteration 39Q: 3 clusters Score -6704838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -6704838.500000 Penalty: 5347.239746
	Iteration 40F: 3 clusters Score -6704838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -6704836.500000 Penalty: 5347.239746
	Iteration 41Q: 3 clusters Score -6704836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -6704841.500000 Penalty: 5347.239746
	Iteration 42Q: 3 clusters Score -6704842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -6704845.500000 Penalty: 5347.239746
	Iteration 43Q: 3 clusters Score -6704846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -6704845.500000 Penalty: 5347.239746
	Iteration 44Q: 3 clusters Score -6704846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -6704844.500000 Penalty: 5347.239746
	Iteration 45Q: 3 clusters Score -6704844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -6704849.000000 Penalty: 5347.239746
	Iteration 46Q: 3 clusters Score -6704849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -6704849.000000 Penalty: 5347.239746
	Iteration 47F: 3 clusters Score -6704849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Entering Unmasked Estep 
Score: -1094957.750000 Penalty: 2228.638672
	Iteration 0F: 2 clusters Score -1094958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1088567.125000 Penalty: 4457.277344
	Iteration 0F: 3 clusters Score -1088567 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1090372.750000 Penalty: 4457.277344
	Iteration 1F: 3 clusters Score -1090373 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1090608.125000 Penalty: 4457.277344
	Iteration 2F: 3 clusters Score -1090608 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1090748.875000 Penalty: 4457.277344
	Iteration 3Q: 3 clusters Score -1090749 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1090855.375000 Penalty: 4457.277344
	Iteration 4Q: 3 clusters Score -1090855 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1090916.250000 Penalty: 4457.277344
	Iteration 5Q: 3 clusters Score -1090916 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1090977.500000 Penalty: 4457.277344
	Iteration 6Q: 3 clusters Score -1090978 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1091024.625000 Penalty: 4457.277344
	Iteration 7Q: 3 clusters Score -1091025 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1091069.375000 Penalty: 4457.277344
	Iteration 8Q: 3 clusters Score -1091069 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1091111.875000 Penalty: 4457.277344
	Iteration 9Q: 3 clusters Score -1091112 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1091153.750000 Penalty: 4457.277344
	Iteration 10Q: 3 clusters Score -1091154 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1091195.750000 Penalty: 4457.277344
	Iteration 11Q: 3 clusters Score -1091196 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1091233.375000 Penalty: 4457.277344
	Iteration 12Q: 3 clusters Score -1091233 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1091273.875000 Penalty: 4457.277344
	Iteration 13Q: 3 clusters Score -1091274 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1091331.625000 Penalty: 4457.277344
	Iteration 14Q: 3 clusters Score -1091332 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1091391.250000 Penalty: 4457.277344
	Iteration 15Q: 3 clusters Score -1091391 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1091456.125000 Penalty: 4457.277344
	Iteration 16Q: 3 clusters Score -1091456 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1091536.875000 Penalty: 4457.277344
	Iteration 17Q: 3 clusters Score -1091537 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1091647.250000 Penalty: 4457.277344
	Iteration 18Q: 3 clusters Score -1091647 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1091779.000000 Penalty: 4457.277344
	Iteration 19Q: 3 clusters Score -1091779 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1091914.750000 Penalty: 4457.277344
	Iteration 20F: 3 clusters Score -1091915 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1092069.125000 Penalty: 4457.277344
	Iteration 21Q: 3 clusters Score -1092069 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1092230.500000 Penalty: 4457.277344
	Iteration 22Q: 3 clusters Score -1092230 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1092408.500000 Penalty: 4457.277344
	Iteration 23Q: 3 clusters Score -1092408 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1092584.125000 Penalty: 4457.277344
	Iteration 24Q: 3 clusters Score -1092584 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1092715.875000 Penalty: 4457.277344
	Iteration 25Q: 3 clusters Score -1092716 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1092824.625000 Penalty: 4457.277344
	Iteration 26Q: 3 clusters Score -1092825 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1092911.000000 Penalty: 4457.277344
	Iteration 27Q: 3 clusters Score -1092911 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1092957.375000 Penalty: 4457.277344
	Iteration 28Q: 3 clusters Score -1092957 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1092986.250000 Penalty: 4457.277344
	Iteration 29Q: 3 clusters Score -1092986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1093022.500000 Penalty: 4457.277344
	Iteration 30Q: 3 clusters Score -1093022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1093054.000000 Penalty: 4457.277344
	Iteration 31Q: 3 clusters Score -1093054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1093070.625000 Penalty: 4457.277344
	Iteration 32Q: 3 clusters Score -1093071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1093084.875000 Penalty: 4457.277344
	Iteration 33Q: 3 clusters Score -1093085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1093094.625000 Penalty: 4457.277344
	Iteration 34Q: 3 clusters Score -1093095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1093098.875000 Penalty: 4457.277344
	Iteration 35Q: 3 clusters Score -1093099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1093105.625000 Penalty: 4457.277344
	Iteration 36Q: 3 clusters Score -1093106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1093112.250000 Penalty: 4457.277344
	Iteration 37Q: 3 clusters Score -1093112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1093116.875000 Penalty: 4457.277344
	Iteration 38Q: 3 clusters Score -1093117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1093120.250000 Penalty: 4457.277344
	Iteration 39Q: 3 clusters Score -1093120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1093123.125000 Penalty: 4457.277344
	Iteration 40F: 3 clusters Score -1093123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1093124.625000 Penalty: 4457.277344
	Iteration 41Q: 3 clusters Score -1093125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1093129.375000 Penalty: 4457.277344
	Iteration 42Q: 3 clusters Score -1093129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1093130.500000 Penalty: 4457.277344
	Iteration 43Q: 3 clusters Score -1093130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1093130.500000 Penalty: 4457.277344
	Iteration 44F: 3 clusters Score -1093130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 27137 members 
Mstep: Class 4 contains 154174 members 
Mstep: Class 5 contains 5327 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 285118 members 
Mstep: Class 10 contains 11542 members 
Mstep: Class 11 contains 84725 members 
Mstep: Class 12 contains 231893 members 
Mstep: Class 13 contains 42031 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2195 members 
Mstep: Class 16 contains 6233 members 
Mstep: Class 17 contains 12029 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 9530 members 
Mstep: Class 21 contains 48085 members 
Mstep: Class 22 contains 7994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135781216.000000 Penalty: 82213.359375
Iteration 79Q: 25 clusters Score -1.357812e+08 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 27130 members 
Mstep: Class 4 contains 154122 members 
Mstep: Class 5 contains 5201 members 
Mstep: Class 6 contains 3554 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 285271 members 
Mstep: Class 10 contains 11471 members 
Mstep: Class 11 contains 84226 members 
Mstep: Class 12 contains 232110 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 16 contains 6303 members 
Mstep: Class 17 contains 12121 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 19 contains 9604 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 48210 members 
Mstep: Class 22 contains 7995 members 
Mstep: Class 23 contains 1771 members 
Mstep: Class 24 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135782032.000000 Penalty: 82213.359375
Iteration 80F: 25 clusters Score -1.35782e+08 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 27083 members 
Mstep: Class 4 contains 154047 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 3559 members 
Mstep: Class 7 contains 2829 members 
Mstep: Class 8 contains 293 members 
Mstep: Class 9 contains 285456 members 
Mstep: Class 10 contains 11411 members 
Mstep: Class 11 contains 83721 members 
Mstep: Class 12 contains 232313 members 
Mstep: Class 13 contains 42070 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 6411 members 
Mstep: Class 17 contains 12200 members 
Mstep: Class 18 contains 406 members 
Mstep: Class 19 contains 9698 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 48318 members 
Mstep: Class 22 contains 7996 members 
Mstep: Class 23 contains 1767 members 
Mstep: Class 24 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135783152.000000 Penalty: 82213.359375
Iteration 81Q: 25 clusters Score -1.357832e+08 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 27054 members 
Mstep: Class 4 contains 153925 members 
Mstep: Class 5 contains 4981 members 
Mstep: Class 6 contains 3563 members 
Mstep: Class 7 contains 2846 members 
Mstep: Class 8 contains 261 members 
Mstep: Class 9 contains 285658 members 
Mstep: Class 10 contains 11310 members 
Mstep: Class 11 contains 83244 members 
Mstep: Class 12 contains 232521 members 
Mstep: Class 13 contains 42082 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 2179 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 12276 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 19 contains 9764 members 
Mstep: Class 20 contains 541 members 
Mstep: Class 21 contains 48428 members 
Mstep: Class 22 contains 8001 members 
Mstep: Class 23 contains 1751 members 
Mstep: Class 24 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135783136.000000 Penalty: 82213.359375
Iteration 82Q: 25 clusters Score -1.357831e+08 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 27008 members 
Mstep: Class 4 contains 153792 members 
Mstep: Class 5 contains 4875 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 2870 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 285839 members 
Mstep: Class 10 contains 11199 members 
Mstep: Class 11 contains 82811 members 
Mstep: Class 12 contains 232692 members 
Mstep: Class 13 contains 42097 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2174 members 
Mstep: Class 16 contains 6716 members 
Mstep: Class 17 contains 12342 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 9841 members 
Mstep: Class 20 contains 550 members 
Mstep: Class 21 contains 48540 members 
Mstep: Class 22 contains 8017 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135783248.000000 Penalty: 82213.359375
Iteration 83Q: 25 clusters Score -1.357832e+08 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 26928 members 
Mstep: Class 4 contains 153656 members 
Mstep: Class 5 contains 4772 members 
Mstep: Class 6 contains 3572 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 210 members 
Mstep: Class 9 contains 285998 members 
Mstep: Class 10 contains 11075 members 
Mstep: Class 11 contains 82409 members 
Mstep: Class 12 contains 232874 members 
Mstep: Class 13 contains 42114 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 2175 members 
Mstep: Class 16 contains 6898 members 
Mstep: Class 17 contains 12414 members 
Mstep: Class 18 contains 500 members 
Mstep: Class 19 contains 9939 members 
Mstep: Class 20 contains 559 members 
Mstep: Class 21 contains 48647 members 
Mstep: Class 22 contains 8031 members 
Mstep: Class 23 contains 1736 members 
Mstep: Class 24 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135783696.000000 Penalty: 82213.359375
Iteration 84Q: 25 clusters Score -1.357837e+08 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 26847 members 
Mstep: Class 4 contains 153490 members 
Mstep: Class 5 contains 4675 members 
Mstep: Class 6 contains 3583 members 
Mstep: Class 7 contains 2913 members 
Mstep: Class 8 contains 194 members 
Mstep: Class 9 contains 286140 members 
Mstep: Class 10 contains 10967 members 
Mstep: Class 11 contains 82032 members 
Mstep: Class 12 contains 233056 members 
Mstep: Class 13 contains 42123 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 2177 members 
Mstep: Class 16 contains 7087 members 
Mstep: Class 17 contains 12475 members 
Mstep: Class 18 contains 519 members 
Mstep: Class 19 contains 10049 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 48741 members 
Mstep: Class 22 contains 8046 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135783856.000000 Penalty: 82213.359375
Iteration 85Q: 25 clusters Score -1.357839e+08 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 26755 members 
Mstep: Class 4 contains 153330 members 
Mstep: Class 5 contains 4582 members 
Mstep: Class 6 contains 3583 members 
Mstep: Class 7 contains 2941 members 
Mstep: Class 8 contains 182 members 
Mstep: Class 9 contains 286230 members 
Mstep: Class 10 contains 10840 members 
Mstep: Class 11 contains 81679 members 
Mstep: Class 12 contains 233213 members 
Mstep: Class 13 contains 42145 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 2182 members 
Mstep: Class 16 contains 7328 members 
Mstep: Class 17 contains 12551 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 10146 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 48824 members 
Mstep: Class 22 contains 8066 members 
Mstep: Class 23 contains 1720 members 
Mstep: Class 24 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135783792.000000 Penalty: 82213.359375
Iteration 86Q: 25 clusters Score -1.357838e+08 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 26612 members 
Mstep: Class 4 contains 153163 members 
Mstep: Class 5 contains 4490 members 
Mstep: Class 6 contains 3586 members 
Mstep: Class 7 contains 2970 members 
Mstep: Class 8 contains 173 members 
Mstep: Class 9 contains 286315 members 
Mstep: Class 10 contains 10691 members 
Mstep: Class 11 contains 81341 members 
Mstep: Class 12 contains 233348 members 
Mstep: Class 13 contains 42153 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 12606 members 
Mstep: Class 18 contains 544 members 
Mstep: Class 19 contains 10261 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 48917 members 
Mstep: Class 22 contains 8084 members 
Mstep: Class 23 contains 1717 members 
Mstep: Class 24 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135784352.000000 Penalty: 82213.359375
Iteration 87Q: 25 clusters Score -1.357844e+08 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 26444 members 
Mstep: Class 4 contains 152960 members 
Mstep: Class 5 contains 4397 members 
Mstep: Class 6 contains 3590 members 
Mstep: Class 7 contains 3004 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 286392 members 
Mstep: Class 10 contains 10533 members 
Mstep: Class 11 contains 81013 members 
Mstep: Class 12 contains 233529 members 
Mstep: Class 13 contains 42165 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 2207 members 
Mstep: Class 16 contains 7904 members 
Mstep: Class 17 contains 12656 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 10369 members 
Mstep: Class 20 contains 579 members 
Mstep: Class 21 contains 49014 members 
Mstep: Class 22 contains 8113 members 
Mstep: Class 23 contains 1715 members 
Mstep: Class 24 contains 406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135784896.000000 Penalty: 82213.359375
Iteration 88Q: 25 clusters Score -1.357849e+08 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 26288 members 
Mstep: Class 4 contains 152718 members 
Mstep: Class 5 contains 4288 members 
Mstep: Class 6 contains 3591 members 
Mstep: Class 7 contains 3034 members 
Mstep: Class 8 contains 163 members 
Mstep: Class 9 contains 286461 members 
Mstep: Class 10 contains 10399 members 
Mstep: Class 11 contains 80721 members 
Mstep: Class 12 contains 233681 members 
Mstep: Class 13 contains 42174 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 2218 members 
Mstep: Class 16 contains 8245 members 
Mstep: Class 17 contains 12685 members 
Mstep: Class 18 contains 553 members 
Mstep: Class 19 contains 10499 members 
Mstep: Class 20 contains 582 members 
Mstep: Class 21 contains 49094 members 
Mstep: Class 22 contains 8132 members 
Mstep: Class 23 contains 1712 members 
Mstep: Class 24 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135785424.000000 Penalty: 82213.359375
Iteration 89Q: 25 clusters Score -1.357854e+08 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 26135 members 
Mstep: Class 4 contains 152487 members 
Mstep: Class 5 contains 4194 members 
Mstep: Class 6 contains 3587 members 
Mstep: Class 7 contains 3087 members 
Mstep: Class 8 contains 158 members 
Mstep: Class 9 contains 286566 members 
Mstep: Class 10 contains 10279 members 
Mstep: Class 11 contains 80424 members 
Mstep: Class 12 contains 233769 members 
Mstep: Class 13 contains 42174 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 8595 members 
Mstep: Class 17 contains 12703 members 
Mstep: Class 18 contains 559 members 
Mstep: Class 19 contains 10625 members 
Mstep: Class 20 contains 584 members 
Mstep: Class 21 contains 49150 members 
Mstep: Class 22 contains 8145 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135785792.000000 Penalty: 82213.359375
Iteration 90Q: 25 clusters Score -1.357858e+08 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58553 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 25970 members 
Mstep: Class 4 contains 152257 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 3584 members 
Mstep: Class 7 contains 3135 members 
Mstep: Class 8 contains 156 members 
Mstep: Class 9 contains 286659 members 
Mstep: Class 10 contains 10179 members 
Mstep: Class 11 contains 80153 members 
Mstep: Class 12 contains 233871 members 
Mstep: Class 13 contains 42190 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 2241 members 
Mstep: Class 16 contains 8921 members 
Mstep: Class 17 contains 12693 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 10777 members 
Mstep: Class 20 contains 587 members 
Mstep: Class 21 contains 49197 members 
Mstep: Class 22 contains 8158 members 
Mstep: Class 23 contains 1707 members 
Mstep: Class 24 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135786144.000000 Penalty: 82213.359375
Iteration 91Q: 25 clusters Score -1.357861e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 25812 members 
Mstep: Class 4 contains 152026 members 
Mstep: Class 5 contains 4023 members 
Mstep: Class 6 contains 3582 members 
Mstep: Class 7 contains 3167 members 
Mstep: Class 8 contains 156 members 
Mstep: Class 9 contains 286754 members 
Mstep: Class 10 contains 10081 members 
Mstep: Class 11 contains 79907 members 
Mstep: Class 12 contains 233969 members 
Mstep: Class 13 contains 42202 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 16 contains 9229 members 
Mstep: Class 17 contains 12690 members 
Mstep: Class 18 contains 560 members 
Mstep: Class 19 contains 10945 members 
Mstep: Class 20 contains 589 members 
Mstep: Class 21 contains 49245 members 
Mstep: Class 22 contains 8157 members 
Mstep: Class 23 contains 1705 members 
Mstep: Class 24 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135786000.000000 Penalty: 82213.359375
Iteration 92Q: 25 clusters Score -1.35786e+08 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 25670 members 
Mstep: Class 4 contains 151798 members 
Mstep: Class 5 contains 3946 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 3203 members 
Mstep: Class 8 contains 156 members 
Mstep: Class 9 contains 286830 members 
Mstep: Class 10 contains 10022 members 
Mstep: Class 11 contains 79675 members 
Mstep: Class 12 contains 234071 members 
Mstep: Class 13 contains 42211 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 9506 members 
Mstep: Class 17 contains 12671 members 
Mstep: Class 18 contains 560 members 
Mstep: Class 19 contains 11100 members 
Mstep: Class 20 contains 590 members 
Mstep: Class 21 contains 49281 members 
Mstep: Class 22 contains 8160 members 
Mstep: Class 23 contains 1704 members 
Mstep: Class 24 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135785600.000000 Penalty: 82213.359375
Iteration 93Q: 25 clusters Score -1.357856e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 25533 members 
Mstep: Class 4 contains 151577 members 
Mstep: Class 5 contains 3863 members 
Mstep: Class 6 contains 3573 members 
Mstep: Class 7 contains 3230 members 
Mstep: Class 8 contains 156 members 
Mstep: Class 9 contains 286900 members 
Mstep: Class 10 contains 9970 members 
Mstep: Class 11 contains 79464 members 
Mstep: Class 12 contains 234182 members 
Mstep: Class 13 contains 42225 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 9741 members 
Mstep: Class 17 contains 12646 members 
Mstep: Class 18 contains 560 members 
Mstep: Class 19 contains 11264 members 
Mstep: Class 20 contains 590 members 
Mstep: Class 21 contains 49331 members 
Mstep: Class 22 contains 8160 members 
Mstep: Class 23 contains 1704 members 
Mstep: Class 24 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135785760.000000 Penalty: 82213.359375
Iteration 94Q: 25 clusters Score -1.357858e+08 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 25366 members 
Mstep: Class 4 contains 151347 members 
Mstep: Class 5 contains 3771 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 3268 members 
Mstep: Class 8 contains 156 members 
Mstep: Class 9 contains 287000 members 
Mstep: Class 10 contains 9935 members 
Mstep: Class 11 contains 79289 members 
Mstep: Class 12 contains 234267 members 
Mstep: Class 13 contains 42233 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 2274 members 
Mstep: Class 16 contains 9964 members 
Mstep: Class 17 contains 12617 members 
Mstep: Class 18 contains 559 members 
Mstep: Class 19 contains 11461 members 
Mstep: Class 20 contains 591 members 
Mstep: Class 21 contains 49363 members 
Mstep: Class 22 contains 8157 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135785632.000000 Penalty: 82213.359375
Iteration 95Q: 25 clusters Score -1.357856e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 25206 members 
Mstep: Class 4 contains 151091 members 
Mstep: Class 5 contains 3683 members 
Mstep: Class 6 contains 3572 members 
Mstep: Class 7 contains 3294 members 
Mstep: Class 8 contains 156 members 
Mstep: Class 9 contains 287050 members 
Mstep: Class 10 contains 9915 members 
Mstep: Class 11 contains 79105 members 
Mstep: Class 12 contains 234346 members 
Mstep: Class 13 contains 42257 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 10181 members 
Mstep: Class 17 contains 12580 members 
Mstep: Class 18 contains 559 members 
Mstep: Class 19 contains 11661 members 
Mstep: Class 20 contains 591 members 
Mstep: Class 21 contains 49414 members 
Mstep: Class 22 contains 8151 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135785696.000000 Penalty: 82213.359375
Iteration 96Q: 25 clusters Score -1.357857e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 150871 members 
Mstep: Class 5 contains 3591 members 
Mstep: Class 6 contains 3573 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 156 members 
Mstep: Class 9 contains 287082 members 
Mstep: Class 10 contains 9902 members 
Mstep: Class 11 contains 78950 members 
Mstep: Class 12 contains 234400 members 
Mstep: Class 13 contains 42280 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 10374 members 
Mstep: Class 17 contains 12558 members 
Mstep: Class 18 contains 560 members 
Mstep: Class 19 contains 11840 members 
Mstep: Class 20 contains 591 members 
Mstep: Class 21 contains 49457 members 
Mstep: Class 22 contains 8145 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135785824.000000 Penalty: 82213.359375
Iteration 97Q: 25 clusters Score -1.357858e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 24967 members 
Mstep: Class 4 contains 150697 members 
Mstep: Class 5 contains 3521 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 3363 members 
Mstep: Class 8 contains 156 members 
Mstep: Class 9 contains 287127 members 
Mstep: Class 10 contains 9892 members 
Mstep: Class 11 contains 78791 members 
Mstep: Class 12 contains 234421 members 
Mstep: Class 13 contains 42302 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2286 members 
Mstep: Class 16 contains 10534 members 
Mstep: Class 17 contains 12549 members 
Mstep: Class 18 contains 560 members 
Mstep: Class 19 contains 11975 members 
Mstep: Class 20 contains 592 members 
Mstep: Class 21 contains 49501 members 
Mstep: Class 22 contains 8140 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135786128.000000 Penalty: 82213.359375
Iteration 98Q: 25 clusters Score -1.357861e+08 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59054 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 24860 members 
Mstep: Class 4 contains 150507 members 
Mstep: Class 5 contains 3469 members 
Mstep: Class 6 contains 3559 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 156 members 
Mstep: Class 9 contains 287172 members 
Mstep: Class 10 contains 9878 members 
Mstep: Class 11 contains 78639 members 
Mstep: Class 12 contains 234462 members 
Mstep: Class 13 contains 42325 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 16 contains 10668 members 
Mstep: Class 17 contains 12538 members 
Mstep: Class 18 contains 560 members 
Mstep: Class 19 contains 12137 members 
Mstep: Class 20 contains 592 members 
Mstep: Class 21 contains 49538 members 
Mstep: Class 22 contains 8134 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135785984.000000 Penalty: 82213.359375
Iteration 99Q: 25 clusters Score -1.35786e+08 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 24749 members 
Mstep: Class 4 contains 150373 members 
Mstep: Class 5 contains 3400 members 
Mstep: Class 6 contains 3555 members 
Mstep: Class 7 contains 3419 members 
Mstep: Class 8 contains 156 members 
Mstep: Class 9 contains 287203 members 
Mstep: Class 10 contains 9874 members 
Mstep: Class 11 contains 78524 members 
Mstep: Class 12 contains 234499 members 
Mstep: Class 13 contains 42336 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 16 contains 10765 members 
Mstep: Class 17 contains 12524 members 
Mstep: Class 18 contains 560 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 592 members 
Mstep: Class 21 contains 49570 members 
Mstep: Class 22 contains 8133 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135786096.000000 Penalty: 82213.359375
Iteration 100F: 25 clusters Score -1.357861e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 24652 members 
Mstep: Class 4 contains 150263 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 3551 members 
Mstep: Class 7 contains 3436 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 287210 members 
Mstep: Class 10 contains 9859 members 
Mstep: Class 11 contains 78408 members 
Mstep: Class 12 contains 234513 members 
Mstep: Class 13 contains 42357 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 16 contains 10906 members 
Mstep: Class 17 contains 12484 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 49600 members 
Mstep: Class 22 contains 8126 members 
Mstep: Class 23 contains 1695 members 
Mstep: Class 24 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135786784.000000 Penalty: 82213.359375
Iteration 101Q: 25 clusters Score -1.357868e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 24537 members 
Mstep: Class 4 contains 150168 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 3544 members 
Mstep: Class 7 contains 3449 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 287249 members 
Mstep: Class 10 contains 9847 members 
Mstep: Class 11 contains 78278 members 
Mstep: Class 12 contains 234514 members 
Mstep: Class 13 contains 42369 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2288 members 
Mstep: Class 16 contains 11046 members 
Mstep: Class 17 contains 12457 members 
Mstep: Class 18 contains 568 members 
Mstep: Class 19 contains 12619 members 
Mstep: Class 20 contains 607 members 
Mstep: Class 21 contains 49618 members 
Mstep: Class 22 contains 8129 members 
Mstep: Class 23 contains 1687 members 
Mstep: Class 24 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135786768.000000 Penalty: 82213.359375
Iteration 102Q: 25 clusters Score -1.357868e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59297 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 24396 members 
Mstep: Class 4 contains 150065 members 
Mstep: Class 5 contains 3205 members 
Mstep: Class 6 contains 3544 members 
Mstep: Class 7 contains 3463 members 
Mstep: Class 8 contains 146 members 
Mstep: Class 9 contains 287287 members 
Mstep: Class 10 contains 9832 members 
Mstep: Class 11 contains 78146 members 
Mstep: Class 12 contains 234505 members 
Mstep: Class 13 contains 42382 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 16 contains 11169 members 
Mstep: Class 17 contains 12443 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 12803 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 49655 members 
Mstep: Class 22 contains 8133 members 
Mstep: Class 23 contains 1682 members 
Mstep: Class 24 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135786976.000000 Penalty: 82213.359375
Iteration 103Q: 25 clusters Score -1.35787e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 24244 members 
Mstep: Class 4 contains 149939 members 
Mstep: Class 5 contains 3142 members 
Mstep: Class 6 contains 3540 members 
Mstep: Class 7 contains 3474 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 9 contains 287315 members 
Mstep: Class 10 contains 9824 members 
Mstep: Class 11 contains 78030 members 
Mstep: Class 12 contains 234526 members 
Mstep: Class 13 contains 42391 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2288 members 
Mstep: Class 16 contains 11272 members 
Mstep: Class 17 contains 12443 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 13001 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 49692 members 
Mstep: Class 22 contains 8130 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135787488.000000 Penalty: 82213.359375
Iteration 104Q: 25 clusters Score -1.357875e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 24076 members 
Mstep: Class 4 contains 149820 members 
Mstep: Class 5 contains 3083 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 7 contains 3484 members 
Mstep: Class 8 contains 143 members 
Mstep: Class 9 contains 287359 members 
Mstep: Class 10 contains 9817 members 
Mstep: Class 11 contains 77902 members 
Mstep: Class 12 contains 234566 members 
Mstep: Class 13 contains 42404 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2287 members 
Mstep: Class 16 contains 11377 members 
Mstep: Class 17 contains 12440 members 
Mstep: Class 18 contains 574 members 
Mstep: Class 19 contains 13195 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 49707 members 
Mstep: Class 22 contains 8131 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135787408.000000 Penalty: 82213.359375
Iteration 105Q: 25 clusters Score -1.357874e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59420 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 23885 members 
Mstep: Class 4 contains 149735 members 
Mstep: Class 5 contains 3031 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 7 contains 3501 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287427 members 
Mstep: Class 10 contains 9805 members 
Mstep: Class 11 contains 77770 members 
Mstep: Class 12 contains 234600 members 
Mstep: Class 13 contains 42414 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 11475 members 
Mstep: Class 17 contains 12466 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 13406 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 49724 members 
Mstep: Class 22 contains 8135 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135787424.000000 Penalty: 82213.359375
Iteration 106Q: 25 clusters Score -1.357874e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 23671 members 
Mstep: Class 4 contains 149640 members 
Mstep: Class 5 contains 2972 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 7 contains 3519 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287483 members 
Mstep: Class 10 contains 9793 members 
Mstep: Class 11 contains 77625 members 
Mstep: Class 12 contains 234626 members 
Mstep: Class 13 contains 42426 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 12508 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 13640 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 49746 members 
Mstep: Class 22 contains 8136 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135787472.000000 Penalty: 82213.359375
Iteration 107Q: 25 clusters Score -1.357875e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 23430 members 
Mstep: Class 4 contains 149607 members 
Mstep: Class 5 contains 2925 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287555 members 
Mstep: Class 10 contains 9794 members 
Mstep: Class 11 contains 77484 members 
Mstep: Class 12 contains 234637 members 
Mstep: Class 13 contains 42431 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 11636 members 
Mstep: Class 17 contains 12541 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 13875 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 49766 members 
Mstep: Class 22 contains 8135 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135787648.000000 Penalty: 82213.359375
Iteration 108Q: 25 clusters Score -1.357876e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 23199 members 
Mstep: Class 4 contains 149565 members 
Mstep: Class 5 contains 2879 members 
Mstep: Class 6 contains 3528 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287605 members 
Mstep: Class 10 contains 9787 members 
Mstep: Class 11 contains 77361 members 
Mstep: Class 12 contains 234644 members 
Mstep: Class 13 contains 42442 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 11687 members 
Mstep: Class 17 contains 12571 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 14121 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 49795 members 
Mstep: Class 22 contains 8139 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135787568.000000 Penalty: 82213.359375
Iteration 109Q: 25 clusters Score -1.357876e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 22974 members 
Mstep: Class 4 contains 149519 members 
Mstep: Class 5 contains 2843 members 
Mstep: Class 6 contains 3525 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287676 members 
Mstep: Class 10 contains 9786 members 
Mstep: Class 11 contains 77229 members 
Mstep: Class 12 contains 234634 members 
Mstep: Class 13 contains 42447 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 2273 members 
Mstep: Class 16 contains 11746 members 
Mstep: Class 17 contains 12609 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 14350 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 49821 members 
Mstep: Class 22 contains 8135 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135787328.000000 Penalty: 82213.359375
Iteration 110Q: 25 clusters Score -1.357873e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59489 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 22769 members 
Mstep: Class 4 contains 149464 members 
Mstep: Class 5 contains 2798 members 
Mstep: Class 6 contains 3519 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287736 members 
Mstep: Class 10 contains 9782 members 
Mstep: Class 11 contains 77107 members 
Mstep: Class 12 contains 234650 members 
Mstep: Class 13 contains 42451 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 11802 members 
Mstep: Class 17 contains 12624 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 14549 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 49846 members 
Mstep: Class 22 contains 8135 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 25 clusters Score -1.357872e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 22578 members 
Mstep: Class 4 contains 149435 members 
Mstep: Class 5 contains 2752 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287776 members 
Mstep: Class 10 contains 9782 members 
Mstep: Class 11 contains 76961 members 
Mstep: Class 12 contains 234682 members 
Mstep: Class 13 contains 42455 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 11856 members 
Mstep: Class 17 contains 12630 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 49873 members 
Mstep: Class 22 contains 8131 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 25 clusters Score -1.357872e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 22383 members 
Mstep: Class 4 contains 149380 members 
Mstep: Class 5 contains 2718 members 
Mstep: Class 6 contains 3507 members 
Mstep: Class 7 contains 3675 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287847 members 
Mstep: Class 10 contains 9775 members 
Mstep: Class 11 contains 76844 members 
Mstep: Class 12 contains 234707 members 
Mstep: Class 13 contains 42462 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 11920 members 
Mstep: Class 17 contains 12651 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 14964 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 49904 members 
Mstep: Class 22 contains 8128 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 25 clusters Score -1.357875e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 22190 members 
Mstep: Class 4 contains 149315 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 3504 members 
Mstep: Class 7 contains 3708 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287903 members 
Mstep: Class 10 contains 9760 members 
Mstep: Class 11 contains 76742 members 
Mstep: Class 12 contains 234732 members 
Mstep: Class 13 contains 42467 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 11968 members 
Mstep: Class 17 contains 12672 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 15166 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 49933 members 
Mstep: Class 22 contains 8123 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 25 clusters Score -1.357874e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 21986 members 
Mstep: Class 4 contains 149251 members 
Mstep: Class 5 contains 2655 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 3743 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287933 members 
Mstep: Class 10 contains 9756 members 
Mstep: Class 11 contains 76628 members 
Mstep: Class 12 contains 234762 members 
Mstep: Class 13 contains 42475 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 12022 members 
Mstep: Class 17 contains 12712 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 15405 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 49952 members 
Mstep: Class 22 contains 8120 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135787696.000000 Penalty: 82213.359375
Iteration 115Q: 25 clusters Score -1.357877e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59452 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 21787 members 
Mstep: Class 4 contains 149164 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 3773 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287949 members 
Mstep: Class 10 contains 9756 members 
Mstep: Class 11 contains 76548 members 
Mstep: Class 12 contains 234786 members 
Mstep: Class 13 contains 42481 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 2252 members 
Mstep: Class 16 contains 12066 members 
Mstep: Class 17 contains 12738 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 15654 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 49980 members 
Mstep: Class 22 contains 8117 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3384.597412 but Gain 3425.554688
Score: -135788160.000000 Penalty: 78787.804688
Iteration 116Q: 24 clusters Score -1.357882e+08 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 21569 members 
Mstep: Class 4 contains 151066 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 3807 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287963 members 
Mstep: Class 10 contains 9753 members 
Mstep: Class 11 contains 76537 members 
Mstep: Class 12 contains 234852 members 
Mstep: Class 13 contains 42486 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 12116 members 
Mstep: Class 17 contains 12787 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 15879 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50027 members 
Mstep: Class 22 contains 8116 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135791216.000000 Penalty: 78787.804688
Iteration 117Q: 24 clusters Score -1.357912e+08 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 21415 members 
Mstep: Class 4 contains 151089 members 
Mstep: Class 6 contains 3479 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288038 members 
Mstep: Class 10 contains 9754 members 
Mstep: Class 11 contains 76350 members 
Mstep: Class 12 contains 234815 members 
Mstep: Class 13 contains 42494 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 2234 members 
Mstep: Class 16 contains 12217 members 
Mstep: Class 17 contains 12839 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 16111 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50046 members 
Mstep: Class 22 contains 8098 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135791072.000000 Penalty: 78787.804688
Iteration 118Q: 24 clusters Score -1.357911e+08 nChanged 1740
Entering ConstructFrom: 
Score: -135791072.000000 Penalty: 78787.804688
Entering ConstructFrom: 
Trying to split cluster 1 (59673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59673 members 
Entering Unmasked Estep 
Score: -8396223.000000 Penalty: 2727.165283
	Iteration 0F: 2 clusters Score -8396223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -8356004.500000 Penalty: 5454.330566
	Iteration 0F: 3 clusters Score -8356004 nChanged 27861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -8371404.500000 Penalty: 5454.330566
	Iteration 1F: 3 clusters Score -8371404 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -8372091.500000 Penalty: 5454.330566
	Iteration 2Q: 3 clusters Score -8372092 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -8372775.000000 Penalty: 5454.330566
	Iteration 3Q: 3 clusters Score -8372775 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -8373733.500000 Penalty: 5454.330566
	Iteration 4Q: 3 clusters Score -8373734 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -8374994.000000 Penalty: 5454.330566
	Iteration 5Q: 3 clusters Score -8374994 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -8376720.000000 Penalty: 5454.330566
	Iteration 6Q: 3 clusters Score -8376720 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -8378966.000000 Penalty: 5454.330566
	Iteration 7F: 3 clusters Score -8378966 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -8381574.500000 Penalty: 5454.330566
	Iteration 8F: 3 clusters Score -8381574 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -8384040.000000 Penalty: 5454.330566
	Iteration 9F: 3 clusters Score -8384040 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -8386052.500000 Penalty: 5454.330566
	Iteration 10Q: 3 clusters Score -8386052 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -8387429.000000 Penalty: 5454.330566
	Iteration 11Q: 3 clusters Score -8387429 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -8388336.000000 Penalty: 5454.330566
	Iteration 12Q: 3 clusters Score -8388336 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -8389040.000000 Penalty: 5454.330566
	Iteration 13Q: 3 clusters Score -8389040 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -8389523.000000 Penalty: 5454.330566
	Iteration 14Q: 3 clusters Score -8389523 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -8389959.000000 Penalty: 5454.330566
	Iteration 15Q: 3 clusters Score -8389959 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -8390320.000000 Penalty: 5454.330566
	Iteration 16Q: 3 clusters Score -8390320 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -8390728.000000 Penalty: 5454.330566
	Iteration 17Q: 3 clusters Score -8390728 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -8391150.000000 Penalty: 5454.330566
	Iteration 18Q: 3 clusters Score -8391150 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -8391477.000000 Penalty: 5454.330566
	Iteration 19Q: 3 clusters Score -8391477 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -8391829.000000 Penalty: 5454.330566
	Iteration 20F: 3 clusters Score -8391829 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -8392156.000000 Penalty: 5454.330566
	Iteration 21Q: 3 clusters Score -8392156 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -8392488.000000 Penalty: 5454.330566
	Iteration 22Q: 3 clusters Score -8392488 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56615 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -8392743.000000 Penalty: 5454.330566
	Iteration 23Q: 3 clusters Score -8392743 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57063 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -8392980.000000 Penalty: 5454.330566
	Iteration 24Q: 3 clusters Score -8392980 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -8393167.000000 Penalty: 5454.330566
	Iteration 25Q: 3 clusters Score -8393167 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -8393341.000000 Penalty: 5454.330566
	Iteration 26Q: 3 clusters Score -8393341 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8393505.000000 Penalty: 5454.330566
	Iteration 27Q: 3 clusters Score -8393505 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8393590.000000 Penalty: 5454.330566
	Iteration 28Q: 3 clusters Score -8393590 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8393648.000000 Penalty: 5454.330566
	Iteration 29Q: 3 clusters Score -8393648 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8393701.000000 Penalty: 5454.330566
	Iteration 30Q: 3 clusters Score -8393701 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58435 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8393757.000000 Penalty: 5454.330566
	Iteration 31Q: 3 clusters Score -8393757 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8393807.000000 Penalty: 5454.330566
	Iteration 32Q: 3 clusters Score -8393807 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -8393812.000000 Penalty: 5454.330566
	Iteration 33Q: 3 clusters Score -8393812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8393835.000000 Penalty: 5454.330566
	Iteration 34Q: 3 clusters Score -8393835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8393852.000000 Penalty: 5454.330566
	Iteration 35Q: 3 clusters Score -8393852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8393873.000000 Penalty: 5454.330566
	Iteration 36Q: 3 clusters Score -8393873 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8393885.000000 Penalty: 5454.330566
	Iteration 37Q: 3 clusters Score -8393885 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8393906.000000 Penalty: 5454.330566
	Iteration 38Q: 3 clusters Score -8393906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8393927.000000 Penalty: 5454.330566
	Iteration 39Q: 3 clusters Score -8393927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8393932.000000 Penalty: 5454.330566
	Iteration 40F: 3 clusters Score -8393932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8393942.000000 Penalty: 5454.330566
	Iteration 41Q: 3 clusters Score -8393942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8393946.000000 Penalty: 5454.330566
	Iteration 42Q: 3 clusters Score -8393946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8393945.000000 Penalty: 5454.330566
	Iteration 43Q: 3 clusters Score -8393945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8393961.000000 Penalty: 5454.330566
	Iteration 44Q: 3 clusters Score -8393961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58824 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8393965.000000 Penalty: 5454.330566
	Iteration 45Q: 3 clusters Score -8393965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8393963.000000 Penalty: 5454.330566
	Iteration 46Q: 3 clusters Score -8393963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8393969.000000 Penalty: 5454.330566
	Iteration 47Q: 3 clusters Score -8393969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58848 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8393967.000000 Penalty: 5454.330566
	Iteration 48Q: 3 clusters Score -8393967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8393966.000000 Penalty: 5454.330566
	Iteration 49Q: 3 clusters Score -8393966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58862 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8393975.000000 Penalty: 5454.330566
	Iteration 50Q: 3 clusters Score -8393975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8393979.000000 Penalty: 5454.330566
	Iteration 51Q: 3 clusters Score -8393979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58871 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8393987.000000 Penalty: 5454.330566
	Iteration 52Q: 3 clusters Score -8393987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58876 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8393984.000000 Penalty: 5454.330566
	Iteration 53Q: 3 clusters Score -8393984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8393989.000000 Penalty: 5454.330566
	Iteration 54Q: 3 clusters Score -8393989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8393991.000000 Penalty: 5454.330566
	Iteration 55Q: 3 clusters Score -8393991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58886 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8393992.000000 Penalty: 5454.330566
	Iteration 56Q: 3 clusters Score -8393992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8394002.000000 Penalty: 5454.330566
	Iteration 57Q: 3 clusters Score -8394002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8394008.000000 Penalty: 5454.330566
	Iteration 58Q: 3 clusters Score -8394008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8394007.000000 Penalty: 5454.330566
	Iteration 59Q: 3 clusters Score -8394007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8394010.000000 Penalty: 5454.330566
	Iteration 60F: 3 clusters Score -8394010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -46207.574219 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -46207.57 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 179 members 
Entering Unmasked Estep 
Score: -44871.976562 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -44871.98 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45030.726562 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -45030.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45123.855469 Penalty: 2952.808594
	Iteration 2Q: 3 clusters Score -45123.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45169.933594 Penalty: 2952.808594
	Iteration 3Q: 3 clusters Score -45169.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45202.257812 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -45202.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45223.945312 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -45223.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45256.359375 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -45256.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45301.859375 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -45301.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45363.082031 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -45363.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45408.695312 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -45408.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45466.019531 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -45466.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45563.289062 Penalty: 2952.808594
	Iteration 11Q: 3 clusters Score -45563.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45716.257812 Penalty: 2952.808594
	Iteration 12Q: 3 clusters Score -45716.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45852.472656 Penalty: 2952.808594
	Iteration 13Q: 3 clusters Score -45852.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45895.023438 Penalty: 2952.808594
	Iteration 14Q: 3 clusters Score -45895.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45928.808594 Penalty: 2952.808594
	Iteration 15Q: 3 clusters Score -45928.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45936.457031 Penalty: 2952.808594
	Iteration 16Q: 3 clusters Score -45936.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45946.878906 Penalty: 2952.808594
	Iteration 17Q: 3 clusters Score -45946.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45955.882812 Penalty: 2952.808594
	Iteration 18Q: 3 clusters Score -45955.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45975.238281 Penalty: 2952.808594
	Iteration 19Q: 3 clusters Score -45975.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45976.960938 Penalty: 2952.808594
	Iteration 20F: 3 clusters Score -45976.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Entering Unmasked Estep 
Score: -2843920.500000 Penalty: 2471.088379
	Iteration 0F: 2 clusters Score -2843920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2829064.000000 Penalty: 4942.176758
	Iteration 0F: 3 clusters Score -2829064 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2834181.750000 Penalty: 4942.176758
	Iteration 1F: 3 clusters Score -2834182 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2834603.500000 Penalty: 4942.176758
	Iteration 2F: 3 clusters Score -2834604 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2834903.250000 Penalty: 4942.176758
	Iteration 3Q: 3 clusters Score -2834903 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2835205.250000 Penalty: 4942.176758
	Iteration 4Q: 3 clusters Score -2835205 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2835549.750000 Penalty: 4942.176758
	Iteration 5Q: 3 clusters Score -2835550 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2836078.500000 Penalty: 4942.176758
	Iteration 6Q: 3 clusters Score -2836078 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2836853.500000 Penalty: 4942.176758
	Iteration 7F: 3 clusters Score -2836854 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2837877.250000 Penalty: 4942.176758
	Iteration 8F: 3 clusters Score -2837877 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2838911.750000 Penalty: 4942.176758
	Iteration 9F: 3 clusters Score -2838912 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2839880.500000 Penalty: 4942.176758
	Iteration 10F: 3 clusters Score -2839880 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2840572.500000 Penalty: 4942.176758
	Iteration 11Q: 3 clusters Score -2840572 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2840879.000000 Penalty: 4942.176758
	Iteration 12Q: 3 clusters Score -2840879 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2841022.750000 Penalty: 4942.176758
	Iteration 13Q: 3 clusters Score -2841023 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2841092.750000 Penalty: 4942.176758
	Iteration 14Q: 3 clusters Score -2841093 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2841136.750000 Penalty: 4942.176758
	Iteration 15Q: 3 clusters Score -2841137 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2841170.750000 Penalty: 4942.176758
	Iteration 16Q: 3 clusters Score -2841171 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2841186.000000 Penalty: 4942.176758
	Iteration 17Q: 3 clusters Score -2841186 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2841204.000000 Penalty: 4942.176758
	Iteration 18Q: 3 clusters Score -2841204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2841210.250000 Penalty: 4942.176758
	Iteration 19Q: 3 clusters Score -2841210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2841212.000000 Penalty: 4942.176758
	Iteration 20F: 3 clusters Score -2841212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2841221.250000 Penalty: 4942.176758
	Iteration 21Q: 3 clusters Score -2841221 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2841227.000000 Penalty: 4942.176758
	Iteration 22Q: 3 clusters Score -2841227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2841235.500000 Penalty: 4942.176758
	Iteration 23Q: 3 clusters Score -2841236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2841235.750000 Penalty: 4942.176758
	Iteration 24Q: 3 clusters Score -2841236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2841248.250000 Penalty: 4942.176758
	Iteration 25Q: 3 clusters Score -2841248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2841245.500000 Penalty: 4942.176758
	Iteration 26Q: 3 clusters Score -2841246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2841250.500000 Penalty: 4942.176758
	Iteration 27Q: 3 clusters Score -2841250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2841252.000000 Penalty: 4942.176758
	Iteration 28Q: 3 clusters Score -2841252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2841257.000000 Penalty: 4942.176758
	Iteration 29Q: 3 clusters Score -2841257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2841257.750000 Penalty: 4942.176758
	Iteration 30Q: 3 clusters Score -2841258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2841258.750000 Penalty: 4942.176758
	Iteration 31Q: 3 clusters Score -2841259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2841259.500000 Penalty: 4942.176758
	Iteration 32Q: 3 clusters Score -2841260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2841265.750000 Penalty: 4942.176758
	Iteration 33Q: 3 clusters Score -2841266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2841255.750000 Penalty: 4942.176758
	Iteration 34Q: 3 clusters Score -2841256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2841258.000000 Penalty: 4942.176758
	Iteration 35Q: 3 clusters Score -2841258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2841262.750000 Penalty: 4942.176758
	Iteration 36Q: 3 clusters Score -2841263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2841265.250000 Penalty: 4942.176758
	Iteration 37Q: 3 clusters Score -2841265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2841267.250000 Penalty: 4942.176758
	Iteration 38Q: 3 clusters Score -2841267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2841265.500000 Penalty: 4942.176758
	Iteration 39Q: 3 clusters Score -2841266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2841263.250000 Penalty: 4942.176758
	Iteration 40F: 3 clusters Score -2841263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2841266.250000 Penalty: 4942.176758
	Iteration 41Q: 3 clusters Score -2841266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2841263.750000 Penalty: 4942.176758
	Iteration 42Q: 3 clusters Score -2841264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2841269.750000 Penalty: 4942.176758
	Iteration 43Q: 3 clusters Score -2841270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2841271.000000 Penalty: 4942.176758
	Iteration 44Q: 3 clusters Score -2841271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2841267.500000 Penalty: 4942.176758
	Iteration 45Q: 3 clusters Score -2841268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2841266.750000 Penalty: 4942.176758
	Iteration 46Q: 3 clusters Score -2841267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2841266.000000 Penalty: 4942.176758
	Iteration 47Q: 3 clusters Score -2841266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2841274.000000 Penalty: 4942.176758
	Iteration 48Q: 3 clusters Score -2841274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2841272.750000 Penalty: 4942.176758
	Iteration 49Q: 3 clusters Score -2841273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2841275.000000 Penalty: 4942.176758
	Iteration 50Q: 3 clusters Score -2841275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2841276.750000 Penalty: 4942.176758
	Iteration 51Q: 3 clusters Score -2841277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2841278.000000 Penalty: 4942.176758
	Iteration 52Q: 3 clusters Score -2841278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2841278.750000 Penalty: 4942.176758
	Iteration 53Q: 3 clusters Score -2841279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2841280.500000 Penalty: 4942.176758
	Iteration 54Q: 3 clusters Score -2841280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2841277.250000 Penalty: 4942.176758
	Iteration 55Q: 3 clusters Score -2841277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2841278.750000 Penalty: 4942.176758
	Iteration 56Q: 3 clusters Score -2841279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2841279.500000 Penalty: 4942.176758
	Iteration 57Q: 3 clusters Score -2841280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2841283.000000 Penalty: 4942.176758
	Iteration 58Q: 3 clusters Score -2841283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2841282.250000 Penalty: 4942.176758
	Iteration 59Q: 3 clusters Score -2841282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2841284.000000 Penalty: 4942.176758
	Iteration 60F: 3 clusters Score -2841284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2841279.500000 Penalty: 4942.176758
	Iteration 61Q: 3 clusters Score -2841280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2841284.750000 Penalty: 4942.176758
	Iteration 62Q: 3 clusters Score -2841285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2841287.750000 Penalty: 4942.176758
	Iteration 63Q: 3 clusters Score -2841288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2841292.750000 Penalty: 4942.176758
	Iteration 64Q: 3 clusters Score -2841293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2841293.500000 Penalty: 4942.176758
	Iteration 65Q: 3 clusters Score -2841294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2841295.000000 Penalty: 4942.176758
	Iteration 66Q: 3 clusters Score -2841295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2841293.750000 Penalty: 4942.176758
	Iteration 67Q: 3 clusters Score -2841294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2841293.000000 Penalty: 4942.176758
	Iteration 68Q: 3 clusters Score -2841293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2841299.750000 Penalty: 4942.176758
	Iteration 69Q: 3 clusters Score -2841300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2841302.750000 Penalty: 4942.176758
	Iteration 70Q: 3 clusters Score -2841303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2841312.000000 Penalty: 4942.176758
	Iteration 71Q: 3 clusters Score -2841312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2841323.000000 Penalty: 4942.176758
	Iteration 72Q: 3 clusters Score -2841323 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2841331.750000 Penalty: 4942.176758
	Iteration 73Q: 3 clusters Score -2841332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2841336.500000 Penalty: 4942.176758
	Iteration 74Q: 3 clusters Score -2841336 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2841342.000000 Penalty: 4942.176758
	Iteration 75Q: 3 clusters Score -2841342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2841351.750000 Penalty: 4942.176758
	Iteration 76Q: 3 clusters Score -2841352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2841351.000000 Penalty: 4942.176758
	Iteration 77Q: 3 clusters Score -2841351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2841355.000000 Penalty: 4942.176758
	Iteration 78Q: 3 clusters Score -2841355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2841355.750000 Penalty: 4942.176758
	Iteration 79Q: 3 clusters Score -2841356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2841363.000000 Penalty: 4942.176758
	Iteration 80F: 3 clusters Score -2841363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2841359.750000 Penalty: 4942.176758
	Iteration 81Q: 3 clusters Score -2841360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2841374.500000 Penalty: 4942.176758
	Iteration 82Q: 3 clusters Score -2841374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2841381.250000 Penalty: 4942.176758
	Iteration 83Q: 3 clusters Score -2841381 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2841391.000000 Penalty: 4942.176758
	Iteration 84Q: 3 clusters Score -2841391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2841404.250000 Penalty: 4942.176758
	Iteration 85Q: 3 clusters Score -2841404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2841416.750000 Penalty: 4942.176758
	Iteration 86Q: 3 clusters Score -2841417 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2841415.000000 Penalty: 4942.176758
	Iteration 87Q: 3 clusters Score -2841415 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2841425.250000 Penalty: 4942.176758
	Iteration 88Q: 3 clusters Score -2841425 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2841430.000000 Penalty: 4942.176758
	Iteration 89Q: 3 clusters Score -2841430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2841438.750000 Penalty: 4942.176758
	Iteration 90Q: 3 clusters Score -2841439 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2841445.500000 Penalty: 4942.176758
	Iteration 91Q: 3 clusters Score -2841446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2841453.250000 Penalty: 4942.176758
	Iteration 92Q: 3 clusters Score -2841453 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2841451.000000 Penalty: 4942.176758
	Iteration 93Q: 3 clusters Score -2841451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2841458.250000 Penalty: 4942.176758
	Iteration 94Q: 3 clusters Score -2841458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2841472.250000 Penalty: 4942.176758
	Iteration 95Q: 3 clusters Score -2841472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2841469.250000 Penalty: 4942.176758
	Iteration 96Q: 3 clusters Score -2841469 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2841481.250000 Penalty: 4942.176758
	Iteration 97Q: 3 clusters Score -2841481 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2841487.250000 Penalty: 4942.176758
	Iteration 98Q: 3 clusters Score -2841487 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2841499.000000 Penalty: 4942.176758
	Iteration 99Q: 3 clusters Score -2841499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2841504.750000 Penalty: 4942.176758
	Iteration 100F: 3 clusters Score -2841505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2841511.750000 Penalty: 4942.176758
	Iteration 101Q: 3 clusters Score -2841512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2841509.000000 Penalty: 4942.176758
	Iteration 102Q: 3 clusters Score -2841509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2841518.500000 Penalty: 4942.176758
	Iteration 103Q: 3 clusters Score -2841518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2841520.500000 Penalty: 4942.176758
	Iteration 104Q: 3 clusters Score -2841520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -2841518.750000 Penalty: 4942.176758
	Iteration 105Q: 3 clusters Score -2841519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2841525.250000 Penalty: 4942.176758
	Iteration 106Q: 3 clusters Score -2841525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2841533.750000 Penalty: 4942.176758
	Iteration 107Q: 3 clusters Score -2841534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2841537.250000 Penalty: 4942.176758
	Iteration 108Q: 3 clusters Score -2841537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2841551.500000 Penalty: 4942.176758
	Iteration 109Q: 3 clusters Score -2841552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2841551.000000 Penalty: 4942.176758
	Iteration 110Q: 3 clusters Score -2841551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2841557.750000 Penalty: 4942.176758
	Iteration 111Q: 3 clusters Score -2841558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2841564.000000 Penalty: 4942.176758
	Iteration 112Q: 3 clusters Score -2841564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2841574.000000 Penalty: 4942.176758
	Iteration 113Q: 3 clusters Score -2841574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2841581.000000 Penalty: 4942.176758
	Iteration 114Q: 3 clusters Score -2841581 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2841589.250000 Penalty: 4942.176758
	Iteration 115Q: 3 clusters Score -2841589 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2841604.250000 Penalty: 4942.176758
	Iteration 116Q: 3 clusters Score -2841604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2841609.750000 Penalty: 4942.176758
	Iteration 117Q: 3 clusters Score -2841610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2841619.000000 Penalty: 4942.176758
	Iteration 118Q: 3 clusters Score -2841619 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2841624.250000 Penalty: 4942.176758
	Iteration 119Q: 3 clusters Score -2841624 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2841642.250000 Penalty: 4942.176758
	Iteration 120F: 3 clusters Score -2841642 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2841657.250000 Penalty: 4942.176758
	Iteration 121Q: 3 clusters Score -2841657 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2841670.000000 Penalty: 4942.176758
	Iteration 122Q: 3 clusters Score -2841670 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2841686.750000 Penalty: 4942.176758
	Iteration 123Q: 3 clusters Score -2841687 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2841700.000000 Penalty: 4942.176758
	Iteration 124Q: 3 clusters Score -2841700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2841708.500000 Penalty: 4942.176758
	Iteration 125Q: 3 clusters Score -2841708 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2841714.750000 Penalty: 4942.176758
	Iteration 126Q: 3 clusters Score -2841715 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2841732.500000 Penalty: 4942.176758
	Iteration 127Q: 3 clusters Score -2841732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2841746.500000 Penalty: 4942.176758
	Iteration 128Q: 3 clusters Score -2841746 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2841756.750000 Penalty: 4942.176758
	Iteration 129Q: 3 clusters Score -2841757 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2841775.000000 Penalty: 4942.176758
	Iteration 130Q: 3 clusters Score -2841775 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2841789.750000 Penalty: 4942.176758
	Iteration 131Q: 3 clusters Score -2841790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2841807.250000 Penalty: 4942.176758
	Iteration 132Q: 3 clusters Score -2841807 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2841837.250000 Penalty: 4942.176758
	Iteration 133Q: 3 clusters Score -2841837 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2841865.250000 Penalty: 4942.176758
	Iteration 134Q: 3 clusters Score -2841865 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2841893.000000 Penalty: 4942.176758
	Iteration 135Q: 3 clusters Score -2841893 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2841917.000000 Penalty: 4942.176758
	Iteration 136Q: 3 clusters Score -2841917 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2841944.750000 Penalty: 4942.176758
	Iteration 137Q: 3 clusters Score -2841945 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2841970.250000 Penalty: 4942.176758
	Iteration 138Q: 3 clusters Score -2841970 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2841987.750000 Penalty: 4942.176758
	Iteration 139Q: 3 clusters Score -2841988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2842017.250000 Penalty: 4942.176758
	Iteration 140F: 3 clusters Score -2842017 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2842022.250000 Penalty: 4942.176758
	Iteration 141Q: 3 clusters Score -2842022 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2842047.250000 Penalty: 4942.176758
	Iteration 142Q: 3 clusters Score -2842047 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2842063.500000 Penalty: 4942.176758
	Iteration 143Q: 3 clusters Score -2842064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2842076.000000 Penalty: 4942.176758
	Iteration 144Q: 3 clusters Score -2842076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2842082.500000 Penalty: 4942.176758
	Iteration 145Q: 3 clusters Score -2842082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2842090.250000 Penalty: 4942.176758
	Iteration 146Q: 3 clusters Score -2842090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2842101.000000 Penalty: 4942.176758
	Iteration 147Q: 3 clusters Score -2842101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2842102.000000 Penalty: 4942.176758
	Iteration 148Q: 3 clusters Score -2842102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2842116.250000 Penalty: 4942.176758
	Iteration 149Q: 3 clusters Score -2842116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2842130.750000 Penalty: 4942.176758
	Iteration 150Q: 3 clusters Score -2842131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2842141.500000 Penalty: 4942.176758
	Iteration 151Q: 3 clusters Score -2842142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2842151.750000 Penalty: 4942.176758
	Iteration 152Q: 3 clusters Score -2842152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2842155.750000 Penalty: 4942.176758
	Iteration 153Q: 3 clusters Score -2842156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2842157.250000 Penalty: 4942.176758
	Iteration 154Q: 3 clusters Score -2842157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2842164.250000 Penalty: 4942.176758
	Iteration 155Q: 3 clusters Score -2842164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2842165.000000 Penalty: 4942.176758
	Iteration 156Q: 3 clusters Score -2842165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2842167.750000 Penalty: 4942.176758
	Iteration 157Q: 3 clusters Score -2842168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2842166.750000 Penalty: 4942.176758
	Iteration 158Q: 3 clusters Score -2842167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2842168.500000 Penalty: 4942.176758
	Iteration 159Q: 3 clusters Score -2842168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2842171.000000 Penalty: 4942.176758
	Iteration 160F: 3 clusters Score -2842171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2842175.500000 Penalty: 4942.176758
	Iteration 161Q: 3 clusters Score -2842176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2842175.500000 Penalty: 4942.176758
	Iteration 162F: 3 clusters Score -2842176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151076 members 
Entering Unmasked Estep 
Score: -21143820.000000 Penalty: 2957.533447
	Iteration 0F: 2 clusters Score -2.114382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75449 members 
Mstep: Class 2 contains 75627 members 
Entering Unmasked Estep 
Score: -21045020.000000 Penalty: 5915.066895
	Iteration 0F: 3 clusters Score -2.104502e+07 nChanged 72372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74485 members 
Mstep: Class 2 contains 76591 members 
Entering Unmasked Estep 
Score: -21086786.000000 Penalty: 5915.066895
	Iteration 1F: 3 clusters Score -2.108679e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73891 members 
Mstep: Class 2 contains 77185 members 
Entering Unmasked Estep 
Score: -21087522.000000 Penalty: 5915.066895
	Iteration 2Q: 3 clusters Score -2.108752e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73026 members 
Mstep: Class 2 contains 78050 members 
Entering Unmasked Estep 
Score: -21088598.000000 Penalty: 5915.066895
	Iteration 3Q: 3 clusters Score -2.10886e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71675 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -21089948.000000 Penalty: 5915.066895
	Iteration 4Q: 3 clusters Score -2.108995e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 81197 members 
Entering Unmasked Estep 
Score: -21092234.000000 Penalty: 5915.066895
	Iteration 5Q: 3 clusters Score -2.109223e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67626 members 
Mstep: Class 2 contains 83450 members 
Entering Unmasked Estep 
Score: -21095182.000000 Penalty: 5915.066895
	Iteration 6Q: 3 clusters Score -2.109518e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 85973 members 
Entering Unmasked Estep 
Score: -21099204.000000 Penalty: 5915.066895
	Iteration 7Q: 3 clusters Score -2.10992e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 88408 members 
Entering Unmasked Estep 
Score: -21103986.000000 Penalty: 5915.066895
	Iteration 8F: 3 clusters Score -2.110399e+07 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60583 members 
Mstep: Class 2 contains 90493 members 
Entering Unmasked Estep 
Score: -21110054.000000 Penalty: 5915.066895
	Iteration 9F: 3 clusters Score -2.111005e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 91577 members 
Entering Unmasked Estep 
Score: -21116570.000000 Penalty: 5915.066895
	Iteration 10F: 3 clusters Score -2.111657e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 91646 members 
Entering Unmasked Estep 
Score: -21121948.000000 Penalty: 5915.066895
	Iteration 11F: 3 clusters Score -2.112195e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
Score: -21125184.000000 Penalty: 5915.066895
	Iteration 12Q: 3 clusters Score -2.112518e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 90895 members 
Entering Unmasked Estep 
Score: -21126576.000000 Penalty: 5915.066895
	Iteration 13Q: 3 clusters Score -2.112658e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 90524 members 
Entering Unmasked Estep 
Score: -21127244.000000 Penalty: 5915.066895
	Iteration 14Q: 3 clusters Score -2.112724e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60982 members 
Mstep: Class 2 contains 90094 members 
Entering Unmasked Estep 
Score: -21127692.000000 Penalty: 5915.066895
	Iteration 15Q: 3 clusters Score -2.112769e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61455 members 
Mstep: Class 2 contains 89621 members 
Entering Unmasked Estep 
Score: -21128094.000000 Penalty: 5915.066895
	Iteration 16Q: 3 clusters Score -2.112809e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 89080 members 
Entering Unmasked Estep 
Score: -21128438.000000 Penalty: 5915.066895
	Iteration 17Q: 3 clusters Score -2.112844e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 88430 members 
Entering Unmasked Estep 
Score: -21128790.000000 Penalty: 5915.066895
	Iteration 18Q: 3 clusters Score -2.112879e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63367 members 
Mstep: Class 2 contains 87709 members 
Entering Unmasked Estep 
Score: -21129156.000000 Penalty: 5915.066895
	Iteration 19Q: 3 clusters Score -2.112916e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64197 members 
Mstep: Class 2 contains 86879 members 
Entering Unmasked Estep 
Score: -21129712.000000 Penalty: 5915.066895
	Iteration 20F: 3 clusters Score -2.112971e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65010 members 
Mstep: Class 2 contains 86066 members 
Entering Unmasked Estep 
Score: -21130104.000000 Penalty: 5915.066895
	Iteration 21Q: 3 clusters Score -2.11301e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 85274 members 
Entering Unmasked Estep 
Score: -21130492.000000 Penalty: 5915.066895
	Iteration 22Q: 3 clusters Score -2.113049e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 84472 members 
Entering Unmasked Estep 
Score: -21130884.000000 Penalty: 5915.066895
	Iteration 23Q: 3 clusters Score -2.113088e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67378 members 
Mstep: Class 2 contains 83698 members 
Entering Unmasked Estep 
Score: -21131022.000000 Penalty: 5915.066895
	Iteration 24Q: 3 clusters Score -2.113102e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 82933 members 
Entering Unmasked Estep 
Score: -21131202.000000 Penalty: 5915.066895
	Iteration 25Q: 3 clusters Score -2.11312e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 82206 members 
Entering Unmasked Estep 
Score: -21131316.000000 Penalty: 5915.066895
	Iteration 26Q: 3 clusters Score -2.113132e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69643 members 
Mstep: Class 2 contains 81433 members 
Entering Unmasked Estep 
Score: -21131444.000000 Penalty: 5915.066895
	Iteration 27Q: 3 clusters Score -2.113144e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 80696 members 
Entering Unmasked Estep 
Score: -21131634.000000 Penalty: 5915.066895
	Iteration 28Q: 3 clusters Score -2.113163e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 79962 members 
Entering Unmasked Estep 
Score: -21131678.000000 Penalty: 5915.066895
	Iteration 29Q: 3 clusters Score -2.113168e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71851 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -21131758.000000 Penalty: 5915.066895
	Iteration 30Q: 3 clusters Score -2.113176e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72580 members 
Mstep: Class 2 contains 78496 members 
Entering Unmasked Estep 
Score: -21131788.000000 Penalty: 5915.066895
	Iteration 31Q: 3 clusters Score -2.113179e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 77784 members 
Entering Unmasked Estep 
Score: -21131914.000000 Penalty: 5915.066895
	Iteration 32Q: 3 clusters Score -2.113191e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73983 members 
Mstep: Class 2 contains 77093 members 
Entering Unmasked Estep 
Score: -21131918.000000 Penalty: 5915.066895
	Iteration 33Q: 3 clusters Score -2.113192e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74689 members 
Mstep: Class 2 contains 76387 members 
Entering Unmasked Estep 
Score: -21132018.000000 Penalty: 5915.066895
	Iteration 34Q: 3 clusters Score -2.113202e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75348 members 
Mstep: Class 2 contains 75728 members 
Entering Unmasked Estep 
Score: -21132100.000000 Penalty: 5915.066895
	Iteration 35Q: 3 clusters Score -2.11321e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 75100 members 
Entering Unmasked Estep 
Score: -21132182.000000 Penalty: 5915.066895
	Iteration 36Q: 3 clusters Score -2.113218e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76606 members 
Mstep: Class 2 contains 74470 members 
Entering Unmasked Estep 
Score: -21132206.000000 Penalty: 5915.066895
	Iteration 37Q: 3 clusters Score -2.113221e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77246 members 
Mstep: Class 2 contains 73830 members 
Entering Unmasked Estep 
Score: -21132282.000000 Penalty: 5915.066895
	Iteration 38Q: 3 clusters Score -2.113228e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77892 members 
Mstep: Class 2 contains 73184 members 
Entering Unmasked Estep 
Score: -21132334.000000 Penalty: 5915.066895
	Iteration 39Q: 3 clusters Score -2.113233e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78572 members 
Mstep: Class 2 contains 72504 members 
Entering Unmasked Estep 
Score: -21132450.000000 Penalty: 5915.066895
	Iteration 40F: 3 clusters Score -2.113245e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79240 members 
Mstep: Class 2 contains 71836 members 
Entering Unmasked Estep 
Score: -21132504.000000 Penalty: 5915.066895
	Iteration 41Q: 3 clusters Score -2.11325e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 71124 members 
Entering Unmasked Estep 
Score: -21132546.000000 Penalty: 5915.066895
	Iteration 42Q: 3 clusters Score -2.113255e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -21132588.000000 Penalty: 5915.066895
	Iteration 43Q: 3 clusters Score -2.113259e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81384 members 
Mstep: Class 2 contains 69692 members 
Entering Unmasked Estep 
Score: -21132678.000000 Penalty: 5915.066895
	Iteration 44Q: 3 clusters Score -2.113268e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -21132784.000000 Penalty: 5915.066895
	Iteration 45Q: 3 clusters Score -2.113278e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82935 members 
Mstep: Class 2 contains 68141 members 
Entering Unmasked Estep 
Score: -21132902.000000 Penalty: 5915.066895
	Iteration 46Q: 3 clusters Score -2.11329e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83744 members 
Mstep: Class 2 contains 67332 members 
Entering Unmasked Estep 
Score: -21132990.000000 Penalty: 5915.066895
	Iteration 47Q: 3 clusters Score -2.113299e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84622 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -21133198.000000 Penalty: 5915.066895
	Iteration 48Q: 3 clusters Score -2.11332e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 65530 members 
Entering Unmasked Estep 
Score: -21133298.000000 Penalty: 5915.066895
	Iteration 49Q: 3 clusters Score -2.11333e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86532 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -21133412.000000 Penalty: 5915.066895
	Iteration 50Q: 3 clusters Score -2.113341e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87550 members 
Mstep: Class 2 contains 63526 members 
Entering Unmasked Estep 
Score: -21133594.000000 Penalty: 5915.066895
	Iteration 51Q: 3 clusters Score -2.113359e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88612 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -21133660.000000 Penalty: 5915.066895
	Iteration 52Q: 3 clusters Score -2.113366e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89639 members 
Mstep: Class 2 contains 61437 members 
Entering Unmasked Estep 
Score: -21133790.000000 Penalty: 5915.066895
	Iteration 53Q: 3 clusters Score -2.113379e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90683 members 
Mstep: Class 2 contains 60393 members 
Entering Unmasked Estep 
Score: -21134000.000000 Penalty: 5915.066895
	Iteration 54Q: 3 clusters Score -2.1134e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91675 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -21134092.000000 Penalty: 5915.066895
	Iteration 55Q: 3 clusters Score -2.113409e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92699 members 
Mstep: Class 2 contains 58377 members 
Entering Unmasked Estep 
Score: -21134178.000000 Penalty: 5915.066895
	Iteration 56Q: 3 clusters Score -2.113418e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93707 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -21134334.000000 Penalty: 5915.066895
	Iteration 57Q: 3 clusters Score -2.113433e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94754 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -21134474.000000 Penalty: 5915.066895
	Iteration 58Q: 3 clusters Score -2.113447e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95827 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -21134686.000000 Penalty: 5915.066895
	Iteration 59Q: 3 clusters Score -2.113469e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96879 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -21134776.000000 Penalty: 5915.066895
	Iteration 60F: 3 clusters Score -2.113478e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97920 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -21134906.000000 Penalty: 5915.066895
	Iteration 61Q: 3 clusters Score -2.113491e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98946 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -21135056.000000 Penalty: 5915.066895
	Iteration 62Q: 3 clusters Score -2.113506e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100009 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -21135216.000000 Penalty: 5915.066895
	Iteration 63Q: 3 clusters Score -2.113522e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101042 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -21135314.000000 Penalty: 5915.066895
	Iteration 64Q: 3 clusters Score -2.113531e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102075 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -21135482.000000 Penalty: 5915.066895
	Iteration 65Q: 3 clusters Score -2.113548e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103160 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -21135796.000000 Penalty: 5915.066895
	Iteration 66Q: 3 clusters Score -2.11358e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104254 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -21135972.000000 Penalty: 5915.066895
	Iteration 67Q: 3 clusters Score -2.113597e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105387 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -21136146.000000 Penalty: 5915.066895
	Iteration 68Q: 3 clusters Score -2.113615e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106508 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -21136344.000000 Penalty: 5915.066895
	Iteration 69Q: 3 clusters Score -2.113634e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107631 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -21136628.000000 Penalty: 5915.066895
	Iteration 70Q: 3 clusters Score -2.113663e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108772 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -21136864.000000 Penalty: 5915.066895
	Iteration 71Q: 3 clusters Score -2.113686e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109957 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -21137052.000000 Penalty: 5915.066895
	Iteration 72Q: 3 clusters Score -2.113705e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111161 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -21137284.000000 Penalty: 5915.066895
	Iteration 73Q: 3 clusters Score -2.113728e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112350 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -21137598.000000 Penalty: 5915.066895
	Iteration 74Q: 3 clusters Score -2.11376e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113615 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -21137906.000000 Penalty: 5915.066895
	Iteration 75Q: 3 clusters Score -2.113791e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114980 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -21138184.000000 Penalty: 5915.066895
	Iteration 76Q: 3 clusters Score -2.113818e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116427 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -21138426.000000 Penalty: 5915.066895
	Iteration 77Q: 3 clusters Score -2.113843e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117941 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -21138578.000000 Penalty: 5915.066895
	Iteration 78Q: 3 clusters Score -2.113858e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119430 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -21138736.000000 Penalty: 5915.066895
	Iteration 79Q: 3 clusters Score -2.113874e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120966 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -21138844.000000 Penalty: 5915.066895
	Iteration 80F: 3 clusters Score -2.113884e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122545 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -21139000.000000 Penalty: 5915.066895
	Iteration 81Q: 3 clusters Score -2.1139e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124195 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -21139244.000000 Penalty: 5915.066895
	Iteration 82Q: 3 clusters Score -2.113924e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125927 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -21139428.000000 Penalty: 5915.066895
	Iteration 83Q: 3 clusters Score -2.113943e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127666 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -21139650.000000 Penalty: 5915.066895
	Iteration 84Q: 3 clusters Score -2.113965e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129394 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -21139934.000000 Penalty: 5915.066895
	Iteration 85Q: 3 clusters Score -2.113993e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131035 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -21140196.000000 Penalty: 5915.066895
	Iteration 86Q: 3 clusters Score -2.11402e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132602 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -21140368.000000 Penalty: 5915.066895
	Iteration 87Q: 3 clusters Score -2.114037e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134086 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -21140640.000000 Penalty: 5915.066895
	Iteration 88Q: 3 clusters Score -2.114064e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135453 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -21140920.000000 Penalty: 5915.066895
	Iteration 89Q: 3 clusters Score -2.114092e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136747 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -21141056.000000 Penalty: 5915.066895
	Iteration 90Q: 3 clusters Score -2.114106e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137940 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -21141180.000000 Penalty: 5915.066895
	Iteration 91Q: 3 clusters Score -2.114118e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139072 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -21141328.000000 Penalty: 5915.066895
	Iteration 92Q: 3 clusters Score -2.114133e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140114 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -21141528.000000 Penalty: 5915.066895
	Iteration 93Q: 3 clusters Score -2.114153e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141027 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -21141662.000000 Penalty: 5915.066895
	Iteration 94Q: 3 clusters Score -2.114166e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141823 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -21141810.000000 Penalty: 5915.066895
	Iteration 95Q: 3 clusters Score -2.114181e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142537 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -21141760.000000 Penalty: 5915.066895
	Iteration 96Q: 3 clusters Score -2.114176e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143154 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -21141874.000000 Penalty: 5915.066895
	Iteration 97Q: 3 clusters Score -2.114187e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143707 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -21141938.000000 Penalty: 5915.066895
	Iteration 98Q: 3 clusters Score -2.114194e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144206 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -21141928.000000 Penalty: 5915.066895
	Iteration 99Q: 3 clusters Score -2.114193e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144655 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -21142022.000000 Penalty: 5915.066895
	Iteration 100F: 3 clusters Score -2.114202e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145053 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -21142068.000000 Penalty: 5915.066895
	Iteration 101Q: 3 clusters Score -2.114207e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145416 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -21142080.000000 Penalty: 5915.066895
	Iteration 102Q: 3 clusters Score -2.114208e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145737 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -21142128.000000 Penalty: 5915.066895
	Iteration 103Q: 3 clusters Score -2.114213e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146050 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -21142172.000000 Penalty: 5915.066895
	Iteration 104Q: 3 clusters Score -2.114217e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146344 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -21142158.000000 Penalty: 5915.066895
	Iteration 105Q: 3 clusters Score -2.114216e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146581 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -21142216.000000 Penalty: 5915.066895
	Iteration 106Q: 3 clusters Score -2.114222e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146802 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -21142270.000000 Penalty: 5915.066895
	Iteration 107Q: 3 clusters Score -2.114227e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146992 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -21142280.000000 Penalty: 5915.066895
	Iteration 108Q: 3 clusters Score -2.114228e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147178 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -21142258.000000 Penalty: 5915.066895
	Iteration 109Q: 3 clusters Score -2.114226e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147330 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -21142274.000000 Penalty: 5915.066895
	Iteration 110Q: 3 clusters Score -2.114227e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147451 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -21142290.000000 Penalty: 5915.066895
	Iteration 111Q: 3 clusters Score -2.114229e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147551 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -21142320.000000 Penalty: 5915.066895
	Iteration 112Q: 3 clusters Score -2.114232e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147642 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -21142320.000000 Penalty: 5915.066895
	Iteration 113Q: 3 clusters Score -2.114232e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147738 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -21142370.000000 Penalty: 5915.066895
	Iteration 114Q: 3 clusters Score -2.114237e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147822 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -21142356.000000 Penalty: 5915.066895
	Iteration 115Q: 3 clusters Score -2.114236e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147867 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -21142342.000000 Penalty: 5915.066895
	Iteration 116Q: 3 clusters Score -2.114234e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147912 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -21142338.000000 Penalty: 5915.066895
	Iteration 117Q: 3 clusters Score -2.114234e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147966 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -21142348.000000 Penalty: 5915.066895
	Iteration 118Q: 3 clusters Score -2.114235e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148004 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -21142364.000000 Penalty: 5915.066895
	Iteration 119Q: 3 clusters Score -2.114236e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148038 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -21142350.000000 Penalty: 5915.066895
	Iteration 120F: 3 clusters Score -2.114235e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148077 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -21142342.000000 Penalty: 5915.066895
	Iteration 121Q: 3 clusters Score -2.114234e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148109 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -21142332.000000 Penalty: 5915.066895
	Iteration 122Q: 3 clusters Score -2.114233e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148135 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -21142358.000000 Penalty: 5915.066895
	Iteration 123Q: 3 clusters Score -2.114236e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148165 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -21142388.000000 Penalty: 5915.066895
	Iteration 124Q: 3 clusters Score -2.114239e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148189 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -21142370.000000 Penalty: 5915.066895
	Iteration 125Q: 3 clusters Score -2.114237e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148214 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -21142358.000000 Penalty: 5915.066895
	Iteration 126Q: 3 clusters Score -2.114236e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148235 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -21142336.000000 Penalty: 5915.066895
	Iteration 127Q: 3 clusters Score -2.114234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148247 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -21142354.000000 Penalty: 5915.066895
	Iteration 128Q: 3 clusters Score -2.114235e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148253 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -21142346.000000 Penalty: 5915.066895
	Iteration 129Q: 3 clusters Score -2.114235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148263 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -21142356.000000 Penalty: 5915.066895
	Iteration 130Q: 3 clusters Score -2.114236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148273 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -21142350.000000 Penalty: 5915.066895
	Iteration 131Q: 3 clusters Score -2.114235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148282 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -21142348.000000 Penalty: 5915.066895
	Iteration 132Q: 3 clusters Score -2.114235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148287 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -21142356.000000 Penalty: 5915.066895
	Iteration 133Q: 3 clusters Score -2.114236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148292 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -21142364.000000 Penalty: 5915.066895
	Iteration 134Q: 3 clusters Score -2.114236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148298 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -21142354.000000 Penalty: 5915.066895
	Iteration 135Q: 3 clusters Score -2.114235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148304 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -21142342.000000 Penalty: 5915.066895
	Iteration 136Q: 3 clusters Score -2.114234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148310 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -21142326.000000 Penalty: 5915.066895
	Iteration 137Q: 3 clusters Score -2.114233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148318 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -21142336.000000 Penalty: 5915.066895
	Iteration 138Q: 3 clusters Score -2.114234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148322 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -21142336.000000 Penalty: 5915.066895
	Iteration 139Q: 3 clusters Score -2.114234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148325 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -21142330.000000 Penalty: 5915.066895
	Iteration 140F: 3 clusters Score -2.114233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148333 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -21142330.000000 Penalty: 5915.066895
	Iteration 141Q: 3 clusters Score -2.114233e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148344 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -21142328.000000 Penalty: 5915.066895
	Iteration 142Q: 3 clusters Score -2.114233e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148349 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -21142308.000000 Penalty: 5915.066895
	Iteration 143Q: 3 clusters Score -2.114231e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148360 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -21142320.000000 Penalty: 5915.066895
	Iteration 144Q: 3 clusters Score -2.114232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148366 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -21142320.000000 Penalty: 5915.066895
	Iteration 145Q: 3 clusters Score -2.114232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148370 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -21142328.000000 Penalty: 5915.066895
	Iteration 146Q: 3 clusters Score -2.114233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148373 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -21142336.000000 Penalty: 5915.066895
	Iteration 147Q: 3 clusters Score -2.114234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148380 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -21142332.000000 Penalty: 5915.066895
	Iteration 148Q: 3 clusters Score -2.114233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148386 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -21142298.000000 Penalty: 5915.066895
	Iteration 149Q: 3 clusters Score -2.11423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148392 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -21142300.000000 Penalty: 5915.066895
	Iteration 150Q: 3 clusters Score -2.11423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148396 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -21142310.000000 Penalty: 5915.066895
	Iteration 151Q: 3 clusters Score -2.114231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148395 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -21142292.000000 Penalty: 5915.066895
	Iteration 152Q: 3 clusters Score -2.114229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148395 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -21142292.000000 Penalty: 5915.066895
	Iteration 153F: 3 clusters Score -2.114229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -452299.937500 Penalty: 2022.743408
	Iteration 0F: 2 clusters Score -452299.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -448706.750000 Penalty: 4045.486816
	Iteration 0F: 3 clusters Score -448706.8 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -449452.875000 Penalty: 4045.486816
	Iteration 1F: 3 clusters Score -449452.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -449657.375000 Penalty: 4045.486816
	Iteration 2F: 3 clusters Score -449657.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -449840.468750 Penalty: 4045.486816
	Iteration 3F: 3 clusters Score -449840.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -450067.843750 Penalty: 4045.486816
	Iteration 4F: 3 clusters Score -450067.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -450359.781250 Penalty: 4045.486816
	Iteration 5F: 3 clusters Score -450359.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -450691.218750 Penalty: 4045.486816
	Iteration 6F: 3 clusters Score -450691.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -451011.531250 Penalty: 4045.486816
	Iteration 7F: 3 clusters Score -451011.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -451279.656250 Penalty: 4045.486816
	Iteration 8F: 3 clusters Score -451279.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -451484.562500 Penalty: 4045.486816
	Iteration 9F: 3 clusters Score -451484.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -451604.968750 Penalty: 4045.486816
	Iteration 10Q: 3 clusters Score -451605 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -451669.687500 Penalty: 4045.486816
	Iteration 11Q: 3 clusters Score -451669.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -451712.843750 Penalty: 4045.486816
	Iteration 12Q: 3 clusters Score -451712.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -451744.218750 Penalty: 4045.486816
	Iteration 13Q: 3 clusters Score -451744.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -451757.718750 Penalty: 4045.486816
	Iteration 14Q: 3 clusters Score -451757.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -451762.875000 Penalty: 4045.486816
	Iteration 15Q: 3 clusters Score -451762.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -451767.812500 Penalty: 4045.486816
	Iteration 16Q: 3 clusters Score -451767.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -451773.250000 Penalty: 4045.486816
	Iteration 17Q: 3 clusters Score -451773.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -451779.281250 Penalty: 4045.486816
	Iteration 18Q: 3 clusters Score -451779.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -451785.781250 Penalty: 4045.486816
	Iteration 19Q: 3 clusters Score -451785.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -451789.968750 Penalty: 4045.486816
	Iteration 20F: 3 clusters Score -451790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -451794.406250 Penalty: 4045.486816
	Iteration 21Q: 3 clusters Score -451794.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -451798.906250 Penalty: 4045.486816
	Iteration 22Q: 3 clusters Score -451798.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -451799.843750 Penalty: 4045.486816
	Iteration 23Q: 3 clusters Score -451799.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -451800.156250 Penalty: 4045.486816
	Iteration 24Q: 3 clusters Score -451800.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -451800.156250 Penalty: 4045.486816
	Iteration 25F: 3 clusters Score -451800.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Entering Unmasked Estep 
Score: -505200.343750 Penalty: 2049.753662
	Iteration 0F: 2 clusters Score -505200.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -501473.531250 Penalty: 4099.507324
	Iteration 0F: 3 clusters Score -501473.5 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -502430.625000 Penalty: 4099.507324
	Iteration 1F: 3 clusters Score -502430.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -502681.656250 Penalty: 4099.507324
	Iteration 2F: 3 clusters Score -502681.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -502867.906250 Penalty: 4099.507324
	Iteration 3F: 3 clusters Score -502867.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -503039.062500 Penalty: 4099.507324
	Iteration 4F: 3 clusters Score -503039.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -503175.375000 Penalty: 4099.507324
	Iteration 5Q: 3 clusters Score -503175.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -503288.156250 Penalty: 4099.507324
	Iteration 6Q: 3 clusters Score -503288.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -503397.718750 Penalty: 4099.507324
	Iteration 7Q: 3 clusters Score -503397.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -503505.375000 Penalty: 4099.507324
	Iteration 8Q: 3 clusters Score -503505.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -503635.843750 Penalty: 4099.507324
	Iteration 9Q: 3 clusters Score -503635.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -503766.812500 Penalty: 4099.507324
	Iteration 10Q: 3 clusters Score -503766.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -503904.000000 Penalty: 4099.507324
	Iteration 11Q: 3 clusters Score -503904 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -504016.218750 Penalty: 4099.507324
	Iteration 12Q: 3 clusters Score -504016.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -504110.187500 Penalty: 4099.507324
	Iteration 13Q: 3 clusters Score -504110.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -504184.343750 Penalty: 4099.507324
	Iteration 14Q: 3 clusters Score -504184.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -504260.968750 Penalty: 4099.507324
	Iteration 15Q: 3 clusters Score -504261 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -504334.375000 Penalty: 4099.507324
	Iteration 16Q: 3 clusters Score -504334.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -504380.625000 Penalty: 4099.507324
	Iteration 17Q: 3 clusters Score -504380.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -504417.375000 Penalty: 4099.507324
	Iteration 18Q: 3 clusters Score -504417.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -504444.718750 Penalty: 4099.507324
	Iteration 19Q: 3 clusters Score -504444.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -504459.437500 Penalty: 4099.507324
	Iteration 20F: 3 clusters Score -504459.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -504467.812500 Penalty: 4099.507324
	Iteration 21Q: 3 clusters Score -504467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -504469.343750 Penalty: 4099.507324
	Iteration 22Q: 3 clusters Score -504469.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -504470.968750 Penalty: 4099.507324
	Iteration 23Q: 3 clusters Score -504471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -504472.531250 Penalty: 4099.507324
	Iteration 24Q: 3 clusters Score -504472.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -504472.531250 Penalty: 4099.507324
	Iteration 25F: 3 clusters Score -504472.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -16631.861328 Penalty: 1227.292480
	Iteration 0F: 2 clusters Score -16631.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -15675.979492 Penalty: 2454.584961
	Iteration 0F: 3 clusters Score -15675.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -15699.297852 Penalty: 2454.584961
	Iteration 1Q: 3 clusters Score -15699.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -15699.297852 Penalty: 2454.584961
	Iteration 2F: 3 clusters Score -15699.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (288062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288062 members 
Entering Unmasked Estep 
Score: -39476944.000000 Penalty: 3117.591064
	Iteration 0F: 2 clusters Score -3.947694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144215 members 
Mstep: Class 2 contains 143847 members 
Entering Unmasked Estep 
Score: -39302832.000000 Penalty: 6235.182129
	Iteration 0F: 3 clusters Score -3.930283e+07 nChanged 139531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148298 members 
Mstep: Class 2 contains 139764 members 
Entering Unmasked Estep 
Score: -39385680.000000 Penalty: 6235.182129
	Iteration 1F: 3 clusters Score -3.938568e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150748 members 
Mstep: Class 2 contains 137314 members 
Entering Unmasked Estep 
Score: -39388204.000000 Penalty: 6235.182129
	Iteration 2Q: 3 clusters Score -3.93882e+07 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154444 members 
Mstep: Class 2 contains 133618 members 
Entering Unmasked Estep 
Score: -39390672.000000 Penalty: 6235.182129
	Iteration 3Q: 3 clusters Score -3.939067e+07 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160017 members 
Mstep: Class 2 contains 128045 members 
Entering Unmasked Estep 
Score: -39394204.000000 Penalty: 6235.182129
	Iteration 4Q: 3 clusters Score -3.93942e+07 nChanged 12794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168223 members 
Mstep: Class 2 contains 119839 members 
Entering Unmasked Estep 
Score: -39400508.000000 Penalty: 6235.182129
	Iteration 5Q: 3 clusters Score -3.940051e+07 nChanged 15281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179646 members 
Mstep: Class 2 contains 108416 members 
Entering Unmasked Estep 
Score: -39409300.000000 Penalty: 6235.182129
	Iteration 6F: 3 clusters Score -3.94093e+07 nChanged 17657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194057 members 
Mstep: Class 2 contains 94005 members 
Entering Unmasked Estep 
Score: -39421908.000000 Penalty: 6235.182129
	Iteration 7F: 3 clusters Score -3.942191e+07 nChanged 18263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209702 members 
Mstep: Class 2 contains 78360 members 
Entering Unmasked Estep 
Score: -39436092.000000 Penalty: 6235.182129
	Iteration 8F: 3 clusters Score -3.943609e+07 nChanged 16649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224425 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -39448364.000000 Penalty: 6235.182129
	Iteration 9F: 3 clusters Score -3.944836e+07 nChanged 14109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237262 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -39457420.000000 Penalty: 6235.182129
	Iteration 10Q: 3 clusters Score -3.945742e+07 nChanged 11831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248699 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -39463260.000000 Penalty: 6235.182129
	Iteration 11Q: 3 clusters Score -3.946326e+07 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258775 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -39467032.000000 Penalty: 6235.182129
	Iteration 12Q: 3 clusters Score -3.946703e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267139 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -39470084.000000 Penalty: 6235.182129
	Iteration 13Q: 3 clusters Score -3.947008e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273588 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -39472320.000000 Penalty: 6235.182129
	Iteration 14Q: 3 clusters Score -3.947232e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278247 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -39473100.000000 Penalty: 6235.182129
	Iteration 15Q: 3 clusters Score -3.94731e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281447 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -39474068.000000 Penalty: 6235.182129
	Iteration 16Q: 3 clusters Score -3.947407e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283532 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -39474508.000000 Penalty: 6235.182129
	Iteration 17Q: 3 clusters Score -3.947451e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284866 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -39475020.000000 Penalty: 6235.182129
	Iteration 18Q: 3 clusters Score -3.947502e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285652 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -39475032.000000 Penalty: 6235.182129
	Iteration 19Q: 3 clusters Score -3.947503e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286135 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -39475092.000000 Penalty: 6235.182129
	Iteration 20F: 3 clusters Score -3.947509e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286471 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -39475096.000000 Penalty: 6235.182129
	Iteration 21Q: 3 clusters Score -3.94751e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286667 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -39475056.000000 Penalty: 6235.182129
	Iteration 22Q: 3 clusters Score -3.947506e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286778 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -39475112.000000 Penalty: 6235.182129
	Iteration 23Q: 3 clusters Score -3.947511e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286889 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -39475160.000000 Penalty: 6235.182129
	Iteration 24Q: 3 clusters Score -3.947516e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286952 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -39475156.000000 Penalty: 6235.182129
	Iteration 25Q: 3 clusters Score -3.947516e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286990 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -39475144.000000 Penalty: 6235.182129
	Iteration 26Q: 3 clusters Score -3.947514e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287020 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -39475128.000000 Penalty: 6235.182129
	Iteration 27Q: 3 clusters Score -3.947513e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287041 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -39475112.000000 Penalty: 6235.182129
	Iteration 28Q: 3 clusters Score -3.947511e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287050 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -39475124.000000 Penalty: 6235.182129
	Iteration 29Q: 3 clusters Score -3.947512e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287059 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -39475120.000000 Penalty: 6235.182129
	Iteration 30Q: 3 clusters Score -3.947512e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287074 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -39475136.000000 Penalty: 6235.182129
	Iteration 31Q: 3 clusters Score -3.947514e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287082 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -39475136.000000 Penalty: 6235.182129
	Iteration 32Q: 3 clusters Score -3.947514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287091 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -39475140.000000 Penalty: 6235.182129
	Iteration 33Q: 3 clusters Score -3.947514e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287104 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -39475192.000000 Penalty: 6235.182129
	Iteration 34Q: 3 clusters Score -3.947519e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287118 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -39475160.000000 Penalty: 6235.182129
	Iteration 35Q: 3 clusters Score -3.947516e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287130 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -39475192.000000 Penalty: 6235.182129
	Iteration 36Q: 3 clusters Score -3.947519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287145 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -39475152.000000 Penalty: 6235.182129
	Iteration 37Q: 3 clusters Score -3.947515e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287153 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -39475140.000000 Penalty: 6235.182129
	Iteration 38Q: 3 clusters Score -3.947514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287157 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -39475156.000000 Penalty: 6235.182129
	Iteration 39Q: 3 clusters Score -3.947516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287155 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -39475168.000000 Penalty: 6235.182129
	Iteration 40F: 3 clusters Score -3.947517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287158 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -39475144.000000 Penalty: 6235.182129
	Iteration 41Q: 3 clusters Score -3.947514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287156 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -39475164.000000 Penalty: 6235.182129
	Iteration 42Q: 3 clusters Score -3.947516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287158 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -39475156.000000 Penalty: 6235.182129
	Iteration 43Q: 3 clusters Score -3.947516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287158 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -39475136.000000 Penalty: 6235.182129
	Iteration 44Q: 3 clusters Score -3.947514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287156 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -39475164.000000 Penalty: 6235.182129
	Iteration 45Q: 3 clusters Score -3.947516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287155 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -39475160.000000 Penalty: 6235.182129
	Iteration 46Q: 3 clusters Score -3.947516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287156 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -39475144.000000 Penalty: 6235.182129
	Iteration 47Q: 3 clusters Score -3.947514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287156 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -39475144.000000 Penalty: 6235.182129
	Iteration 48F: 3 clusters Score -3.947514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Entering Unmasked Estep 
Score: -1315210.875000 Penalty: 2277.834717
	Iteration 0F: 2 clusters Score -1315211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1307769.250000 Penalty: 4555.669434
	Iteration 0F: 3 clusters Score -1307769 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1309887.000000 Penalty: 4555.669434
	Iteration 1F: 3 clusters Score -1309887 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1310212.125000 Penalty: 4555.669434
	Iteration 2F: 3 clusters Score -1310212 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1310522.875000 Penalty: 4555.669434
	Iteration 3F: 3 clusters Score -1310523 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1310844.125000 Penalty: 4555.669434
	Iteration 4F: 3 clusters Score -1310844 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1311168.125000 Penalty: 4555.669434
	Iteration 5F: 3 clusters Score -1311168 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1311554.750000 Penalty: 4555.669434
	Iteration 6F: 3 clusters Score -1311555 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1311910.750000 Penalty: 4555.669434
	Iteration 7F: 3 clusters Score -1311911 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1312220.875000 Penalty: 4555.669434
	Iteration 8Q: 3 clusters Score -1312221 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1312442.125000 Penalty: 4555.669434
	Iteration 9Q: 3 clusters Score -1312442 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1312592.000000 Penalty: 4555.669434
	Iteration 10Q: 3 clusters Score -1312592 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1312694.125000 Penalty: 4555.669434
	Iteration 11Q: 3 clusters Score -1312694 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1312756.500000 Penalty: 4555.669434
	Iteration 12Q: 3 clusters Score -1312756 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1312800.875000 Penalty: 4555.669434
	Iteration 13Q: 3 clusters Score -1312801 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1312836.875000 Penalty: 4555.669434
	Iteration 14Q: 3 clusters Score -1312837 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1312858.875000 Penalty: 4555.669434
	Iteration 15Q: 3 clusters Score -1312859 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1312882.375000 Penalty: 4555.669434
	Iteration 16Q: 3 clusters Score -1312882 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1312901.375000 Penalty: 4555.669434
	Iteration 17Q: 3 clusters Score -1312901 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1312912.625000 Penalty: 4555.669434
	Iteration 18Q: 3 clusters Score -1312913 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1312922.625000 Penalty: 4555.669434
	Iteration 19Q: 3 clusters Score -1312923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1312925.375000 Penalty: 4555.669434
	Iteration 20F: 3 clusters Score -1312925 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1312930.000000 Penalty: 4555.669434
	Iteration 21Q: 3 clusters Score -1312930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1312943.125000 Penalty: 4555.669434
	Iteration 22Q: 3 clusters Score -1312943 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1312955.750000 Penalty: 4555.669434
	Iteration 23Q: 3 clusters Score -1312956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1312961.500000 Penalty: 4555.669434
	Iteration 24Q: 3 clusters Score -1312962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1312972.250000 Penalty: 4555.669434
	Iteration 25Q: 3 clusters Score -1312972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1312976.500000 Penalty: 4555.669434
	Iteration 26Q: 3 clusters Score -1312976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1312985.875000 Penalty: 4555.669434
	Iteration 27Q: 3 clusters Score -1312986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1313002.250000 Penalty: 4555.669434
	Iteration 28Q: 3 clusters Score -1313002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1313007.875000 Penalty: 4555.669434
	Iteration 29Q: 3 clusters Score -1313008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1313011.625000 Penalty: 4555.669434
	Iteration 30Q: 3 clusters Score -1313012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1313021.375000 Penalty: 4555.669434
	Iteration 31Q: 3 clusters Score -1313021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1313024.000000 Penalty: 4555.669434
	Iteration 32Q: 3 clusters Score -1313024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1313026.750000 Penalty: 4555.669434
	Iteration 33Q: 3 clusters Score -1313027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1313033.250000 Penalty: 4555.669434
	Iteration 34Q: 3 clusters Score -1313033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1313033.375000 Penalty: 4555.669434
	Iteration 35Q: 3 clusters Score -1313033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1313033.625000 Penalty: 4555.669434
	Iteration 36Q: 3 clusters Score -1313034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1313032.875000 Penalty: 4555.669434
	Iteration 37Q: 3 clusters Score -1313033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1313034.125000 Penalty: 4555.669434
	Iteration 38Q: 3 clusters Score -1313034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1313035.625000 Penalty: 4555.669434
	Iteration 39Q: 3 clusters Score -1313036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1313035.125000 Penalty: 4555.669434
	Iteration 40F: 3 clusters Score -1313035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1313037.375000 Penalty: 4555.669434
	Iteration 41Q: 3 clusters Score -1313037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1313037.875000 Penalty: 4555.669434
	Iteration 42Q: 3 clusters Score -1313038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1313037.500000 Penalty: 4555.669434
	Iteration 43Q: 3 clusters Score -1313038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1313037.500000 Penalty: 4555.669434
	Iteration 44F: 3 clusters Score -1313038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (76200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76200 members 
Entering Unmasked Estep 
Score: -10649736.000000 Penalty: 2787.796875
	Iteration 0F: 2 clusters Score -1.064974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -10598712.000000 Penalty: 5575.593750
	Iteration 0F: 3 clusters Score -1.059871e+07 nChanged 35738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -10618810.000000 Penalty: 5575.593750
	Iteration 1F: 3 clusters Score -1.061881e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -10619606.000000 Penalty: 5575.593750
	Iteration 2Q: 3 clusters Score -1.061961e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -10620404.000000 Penalty: 5575.593750
	Iteration 3Q: 3 clusters Score -1.06204e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -10621252.000000 Penalty: 5575.593750
	Iteration 4Q: 3 clusters Score -1.062125e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -10622234.000000 Penalty: 5575.593750
	Iteration 5Q: 3 clusters Score -1.062223e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -10623416.000000 Penalty: 5575.593750
	Iteration 6Q: 3 clusters Score -1.062342e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -10625070.000000 Penalty: 5575.593750
	Iteration 7Q: 3 clusters Score -1.062507e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -10627163.000000 Penalty: 5575.593750
	Iteration 8F: 3 clusters Score -1.062716e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -10629678.000000 Penalty: 5575.593750
	Iteration 9F: 3 clusters Score -1.062968e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -10632170.000000 Penalty: 5575.593750
	Iteration 10F: 3 clusters Score -1.063217e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -10634814.000000 Penalty: 5575.593750
	Iteration 11F: 3 clusters Score -1.063481e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -10636869.000000 Penalty: 5575.593750
	Iteration 12Q: 3 clusters Score -1.063687e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -10638196.000000 Penalty: 5575.593750
	Iteration 13Q: 3 clusters Score -1.06382e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -10638964.000000 Penalty: 5575.593750
	Iteration 14Q: 3 clusters Score -1.063896e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -10639309.000000 Penalty: 5575.593750
	Iteration 15Q: 3 clusters Score -1.063931e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -10639585.000000 Penalty: 5575.593750
	Iteration 16Q: 3 clusters Score -1.063958e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -10639865.000000 Penalty: 5575.593750
	Iteration 17Q: 3 clusters Score -1.063986e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 55818 members 
Entering Unmasked Estep 
Score: -10640202.000000 Penalty: 5575.593750
	Iteration 18Q: 3 clusters Score -1.06402e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -10640432.000000 Penalty: 5575.593750
	Iteration 19Q: 3 clusters Score -1.064043e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 57698 members 
Entering Unmasked Estep 
Score: -10640709.000000 Penalty: 5575.593750
	Iteration 20F: 3 clusters Score -1.064071e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 58584 members 
Entering Unmasked Estep 
Score: -10640966.000000 Penalty: 5575.593750
	Iteration 21Q: 3 clusters Score -1.064097e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -10641235.000000 Penalty: 5575.593750
	Iteration 22Q: 3 clusters Score -1.064124e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -10641555.000000 Penalty: 5575.593750
	Iteration 23Q: 3 clusters Score -1.064156e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 61277 members 
Entering Unmasked Estep 
Score: -10641809.000000 Penalty: 5575.593750
	Iteration 24Q: 3 clusters Score -1.064181e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
Score: -10642031.000000 Penalty: 5575.593750
	Iteration 25Q: 3 clusters Score -1.064203e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 63058 members 
Entering Unmasked Estep 
Score: -10642306.000000 Penalty: 5575.593750
	Iteration 26Q: 3 clusters Score -1.064231e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 63954 members 
Entering Unmasked Estep 
Score: -10642555.000000 Penalty: 5575.593750
	Iteration 27Q: 3 clusters Score -1.064256e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -10642785.000000 Penalty: 5575.593750
	Iteration 28Q: 3 clusters Score -1.064278e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 65570 members 
Entering Unmasked Estep 
Score: -10643068.000000 Penalty: 5575.593750
	Iteration 29Q: 3 clusters Score -1.064307e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -10643374.000000 Penalty: 5575.593750
	Iteration 30Q: 3 clusters Score -1.064337e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 67218 members 
Entering Unmasked Estep 
Score: -10643710.000000 Penalty: 5575.593750
	Iteration 31Q: 3 clusters Score -1.064371e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 68061 members 
Entering Unmasked Estep 
Score: -10644045.000000 Penalty: 5575.593750
	Iteration 32Q: 3 clusters Score -1.064404e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 68888 members 
Entering Unmasked Estep 
Score: -10644384.000000 Penalty: 5575.593750
	Iteration 33Q: 3 clusters Score -1.064438e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 69648 members 
Entering Unmasked Estep 
Score: -10644663.000000 Penalty: 5575.593750
	Iteration 34Q: 3 clusters Score -1.064466e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 70382 members 
Entering Unmasked Estep 
Score: -10644949.000000 Penalty: 5575.593750
	Iteration 35Q: 3 clusters Score -1.064495e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 71059 members 
Entering Unmasked Estep 
Score: -10645253.000000 Penalty: 5575.593750
	Iteration 36Q: 3 clusters Score -1.064525e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 71641 members 
Entering Unmasked Estep 
Score: -10645481.000000 Penalty: 5575.593750
	Iteration 37Q: 3 clusters Score -1.064548e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 72200 members 
Entering Unmasked Estep 
Score: -10645733.000000 Penalty: 5575.593750
	Iteration 38Q: 3 clusters Score -1.064573e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 72681 members 
Entering Unmasked Estep 
Score: -10645939.000000 Penalty: 5575.593750
	Iteration 39Q: 3 clusters Score -1.064594e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 73111 members 
Entering Unmasked Estep 
Score: -10646127.000000 Penalty: 5575.593750
	Iteration 40F: 3 clusters Score -1.064613e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 73525 members 
Entering Unmasked Estep 
Score: -10646340.000000 Penalty: 5575.593750
	Iteration 41Q: 3 clusters Score -1.064634e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 73906 members 
Entering Unmasked Estep 
Score: -10646493.000000 Penalty: 5575.593750
	Iteration 42Q: 3 clusters Score -1.064649e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 74213 members 
Entering Unmasked Estep 
Score: -10646673.000000 Penalty: 5575.593750
	Iteration 43Q: 3 clusters Score -1.064667e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 74467 members 
Entering Unmasked Estep 
Score: -10646785.000000 Penalty: 5575.593750
	Iteration 44Q: 3 clusters Score -1.064678e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 74672 members 
Entering Unmasked Estep 
Score: -10646888.000000 Penalty: 5575.593750
	Iteration 45Q: 3 clusters Score -1.064689e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -10647028.000000 Penalty: 5575.593750
	Iteration 46Q: 3 clusters Score -1.064703e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 74981 members 
Entering Unmasked Estep 
Score: -10647120.000000 Penalty: 5575.593750
	Iteration 47Q: 3 clusters Score -1.064712e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -10647189.000000 Penalty: 5575.593750
	Iteration 48Q: 3 clusters Score -1.064719e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 75155 members 
Entering Unmasked Estep 
Score: -10647235.000000 Penalty: 5575.593750
	Iteration 49Q: 3 clusters Score -1.064724e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -10647270.000000 Penalty: 5575.593750
	Iteration 50Q: 3 clusters Score -1.064727e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 75239 members 
Entering Unmasked Estep 
Score: -10647285.000000 Penalty: 5575.593750
	Iteration 51Q: 3 clusters Score -1.064728e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -10647284.000000 Penalty: 5575.593750
	Iteration 52Q: 3 clusters Score -1.064728e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
Score: -10647303.000000 Penalty: 5575.593750
	Iteration 53Q: 3 clusters Score -1.06473e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 75297 members 
Entering Unmasked Estep 
Score: -10647326.000000 Penalty: 5575.593750
	Iteration 54Q: 3 clusters Score -1.064733e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -10647329.000000 Penalty: 5575.593750
	Iteration 55Q: 3 clusters Score -1.064733e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -10647332.000000 Penalty: 5575.593750
	Iteration 56Q: 3 clusters Score -1.064733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 75333 members 
Entering Unmasked Estep 
Score: -10647335.000000 Penalty: 5575.593750
	Iteration 57Q: 3 clusters Score -1.064734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 75346 members 
Entering Unmasked Estep 
Score: -10647348.000000 Penalty: 5575.593750
	Iteration 58Q: 3 clusters Score -1.064735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 75353 members 
Entering Unmasked Estep 
Score: -10647340.000000 Penalty: 5575.593750
	Iteration 59Q: 3 clusters Score -1.064734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 75356 members 
Entering Unmasked Estep 
Score: -10647353.000000 Penalty: 5575.593750
	Iteration 60F: 3 clusters Score -1.064735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 75358 members 
Entering Unmasked Estep 
Score: -10647355.000000 Penalty: 5575.593750
	Iteration 61Q: 3 clusters Score -1.064736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 75364 members 
Entering Unmasked Estep 
Score: -10647359.000000 Penalty: 5575.593750
	Iteration 62Q: 3 clusters Score -1.064736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 75370 members 
Entering Unmasked Estep 
Score: -10647361.000000 Penalty: 5575.593750
	Iteration 63Q: 3 clusters Score -1.064736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -10647357.000000 Penalty: 5575.593750
	Iteration 64Q: 3 clusters Score -1.064736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 75378 members 
Entering Unmasked Estep 
Score: -10647366.000000 Penalty: 5575.593750
	Iteration 65Q: 3 clusters Score -1.064737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -10647367.000000 Penalty: 5575.593750
	Iteration 66Q: 3 clusters Score -1.064737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -10647367.000000 Penalty: 5575.593750
	Iteration 67F: 3 clusters Score -1.064737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (234802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234802 members 
Entering Unmasked Estep 
Score: -32695256.000000 Penalty: 3066.891602
	Iteration 0F: 2 clusters Score -3.269526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117243 members 
Mstep: Class 2 contains 117559 members 
Entering Unmasked Estep 
Score: -32558144.000000 Penalty: 6133.783203
	Iteration 0F: 3 clusters Score -3.255814e+07 nChanged 113028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114235 members 
Mstep: Class 2 contains 120567 members 
Entering Unmasked Estep 
Score: -32624614.000000 Penalty: 6133.783203
	Iteration 1F: 3 clusters Score -3.262461e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111731 members 
Mstep: Class 2 contains 123071 members 
Entering Unmasked Estep 
Score: -32625968.000000 Penalty: 6133.783203
	Iteration 2Q: 3 clusters Score -3.262597e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107846 members 
Mstep: Class 2 contains 126956 members 
Entering Unmasked Estep 
Score: -32627508.000000 Penalty: 6133.783203
	Iteration 3Q: 3 clusters Score -3.262751e+07 nChanged 9675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102155 members 
Mstep: Class 2 contains 132647 members 
Entering Unmasked Estep 
Score: -32630134.000000 Penalty: 6133.783203
	Iteration 4Q: 3 clusters Score -3.263013e+07 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94236 members 
Mstep: Class 2 contains 140566 members 
Entering Unmasked Estep 
Score: -32633656.000000 Penalty: 6133.783203
	Iteration 5Q: 3 clusters Score -3.263366e+07 nChanged 13191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84381 members 
Mstep: Class 2 contains 150421 members 
Entering Unmasked Estep 
Score: -32638158.000000 Penalty: 6133.783203
	Iteration 6F: 3 clusters Score -3.263816e+07 nChanged 13955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73850 members 
Mstep: Class 2 contains 160952 members 
Entering Unmasked Estep 
Score: -32644050.000000 Penalty: 6133.783203
	Iteration 7F: 3 clusters Score -3.264405e+07 nChanged 13938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64226 members 
Mstep: Class 2 contains 170576 members 
Entering Unmasked Estep 
Score: -32651210.000000 Penalty: 6133.783203
	Iteration 8F: 3 clusters Score -3.265121e+07 nChanged 12731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57613 members 
Mstep: Class 2 contains 177189 members 
Entering Unmasked Estep 
Score: -32659226.000000 Penalty: 6133.783203
	Iteration 9F: 3 clusters Score -3.265923e+07 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 179735 members 
Entering Unmasked Estep 
Score: -32665962.000000 Penalty: 6133.783203
	Iteration 10Q: 3 clusters Score -3.266596e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55428 members 
Mstep: Class 2 contains 179374 members 
Entering Unmasked Estep 
Score: -32669498.000000 Penalty: 6133.783203
	Iteration 11Q: 3 clusters Score -3.26695e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56538 members 
Mstep: Class 2 contains 178264 members 
Entering Unmasked Estep 
Score: -32670354.000000 Penalty: 6133.783203
	Iteration 12Q: 3 clusters Score -3.267035e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 177112 members 
Entering Unmasked Estep 
Score: -32670304.000000 Penalty: 6133.783203
	Iteration 13Q: 3 clusters Score -3.26703e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 175858 members 
Entering Unmasked Estep 
Score: -32670228.000000 Penalty: 6133.783203
	Iteration 14Q: 3 clusters Score -3.267023e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60266 members 
Mstep: Class 2 contains 174536 members 
Entering Unmasked Estep 
Score: -32670256.000000 Penalty: 6133.783203
	Iteration 15Q: 3 clusters Score -3.267026e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 173203 members 
Entering Unmasked Estep 
Score: -32670184.000000 Penalty: 6133.783203
	Iteration 16Q: 3 clusters Score -3.267018e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 171739 members 
Entering Unmasked Estep 
Score: -32670276.000000 Penalty: 6133.783203
	Iteration 17Q: 3 clusters Score -3.267028e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64712 members 
Mstep: Class 2 contains 170090 members 
Entering Unmasked Estep 
Score: -32670396.000000 Penalty: 6133.783203
	Iteration 18Q: 3 clusters Score -3.26704e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66374 members 
Mstep: Class 2 contains 168428 members 
Entering Unmasked Estep 
Score: -32670420.000000 Penalty: 6133.783203
	Iteration 19Q: 3 clusters Score -3.267042e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 166714 members 
Entering Unmasked Estep 
Score: -32670376.000000 Penalty: 6133.783203
	Iteration 20F: 3 clusters Score -3.267038e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69903 members 
Mstep: Class 2 contains 164899 members 
Entering Unmasked Estep 
Score: -32670410.000000 Penalty: 6133.783203
	Iteration 21Q: 3 clusters Score -3.267041e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71801 members 
Mstep: Class 2 contains 163001 members 
Entering Unmasked Estep 
Score: -32670758.000000 Penalty: 6133.783203
	Iteration 22Q: 3 clusters Score -3.267076e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73858 members 
Mstep: Class 2 contains 160944 members 
Entering Unmasked Estep 
Score: -32670854.000000 Penalty: 6133.783203
	Iteration 23Q: 3 clusters Score -3.267085e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75957 members 
Mstep: Class 2 contains 158845 members 
Entering Unmasked Estep 
Score: -32671108.000000 Penalty: 6133.783203
	Iteration 24Q: 3 clusters Score -3.267111e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78005 members 
Mstep: Class 2 contains 156797 members 
Entering Unmasked Estep 
Score: -32671134.000000 Penalty: 6133.783203
	Iteration 25Q: 3 clusters Score -3.267113e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80068 members 
Mstep: Class 2 contains 154734 members 
Entering Unmasked Estep 
Score: -32671300.000000 Penalty: 6133.783203
	Iteration 26Q: 3 clusters Score -3.26713e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82105 members 
Mstep: Class 2 contains 152697 members 
Entering Unmasked Estep 
Score: -32671430.000000 Penalty: 6133.783203
	Iteration 27Q: 3 clusters Score -3.267143e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 150650 members 
Entering Unmasked Estep 
Score: -32671492.000000 Penalty: 6133.783203
	Iteration 28Q: 3 clusters Score -3.267149e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 148584 members 
Entering Unmasked Estep 
Score: -32671368.000000 Penalty: 6133.783203
	Iteration 29Q: 3 clusters Score -3.267137e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88217 members 
Mstep: Class 2 contains 146585 members 
Entering Unmasked Estep 
Score: -32671494.000000 Penalty: 6133.783203
	Iteration 30Q: 3 clusters Score -3.267149e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90095 members 
Mstep: Class 2 contains 144707 members 
Entering Unmasked Estep 
Score: -32671442.000000 Penalty: 6133.783203
	Iteration 31Q: 3 clusters Score -3.267144e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91910 members 
Mstep: Class 2 contains 142892 members 
Entering Unmasked Estep 
Score: -32671598.000000 Penalty: 6133.783203
	Iteration 32Q: 3 clusters Score -3.26716e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 141104 members 
Entering Unmasked Estep 
Score: -32671690.000000 Penalty: 6133.783203
	Iteration 33Q: 3 clusters Score -3.267169e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95431 members 
Mstep: Class 2 contains 139371 members 
Entering Unmasked Estep 
Score: -32671956.000000 Penalty: 6133.783203
	Iteration 34Q: 3 clusters Score -3.267196e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97143 members 
Mstep: Class 2 contains 137659 members 
Entering Unmasked Estep 
Score: -32672002.000000 Penalty: 6133.783203
	Iteration 35Q: 3 clusters Score -3.2672e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98785 members 
Mstep: Class 2 contains 136017 members 
Entering Unmasked Estep 
Score: -32672002.000000 Penalty: 6133.783203
	Iteration 36Q: 3 clusters Score -3.2672e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100366 members 
Mstep: Class 2 contains 134436 members 
Entering Unmasked Estep 
Score: -32672024.000000 Penalty: 6133.783203
	Iteration 37Q: 3 clusters Score -3.267202e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101918 members 
Mstep: Class 2 contains 132884 members 
Entering Unmasked Estep 
Score: -32672190.000000 Penalty: 6133.783203
	Iteration 38Q: 3 clusters Score -3.267219e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103452 members 
Mstep: Class 2 contains 131350 members 
Entering Unmasked Estep 
Score: -32672188.000000 Penalty: 6133.783203
	Iteration 39Q: 3 clusters Score -3.267219e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104997 members 
Mstep: Class 2 contains 129805 members 
Entering Unmasked Estep 
Score: -32672374.000000 Penalty: 6133.783203
	Iteration 40F: 3 clusters Score -3.267237e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106514 members 
Mstep: Class 2 contains 128288 members 
Entering Unmasked Estep 
Score: -32672534.000000 Penalty: 6133.783203
	Iteration 41Q: 3 clusters Score -3.267253e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108062 members 
Mstep: Class 2 contains 126740 members 
Entering Unmasked Estep 
Score: -32672690.000000 Penalty: 6133.783203
	Iteration 42Q: 3 clusters Score -3.267269e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109501 members 
Mstep: Class 2 contains 125301 members 
Entering Unmasked Estep 
Score: -32672776.000000 Penalty: 6133.783203
	Iteration 43Q: 3 clusters Score -3.267278e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110937 members 
Mstep: Class 2 contains 123865 members 
Entering Unmasked Estep 
Score: -32672880.000000 Penalty: 6133.783203
	Iteration 44Q: 3 clusters Score -3.267288e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112317 members 
Mstep: Class 2 contains 122485 members 
Entering Unmasked Estep 
Score: -32672836.000000 Penalty: 6133.783203
	Iteration 45Q: 3 clusters Score -3.267284e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113770 members 
Mstep: Class 2 contains 121032 members 
Entering Unmasked Estep 
Score: -32673076.000000 Penalty: 6133.783203
	Iteration 46Q: 3 clusters Score -3.267308e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115272 members 
Mstep: Class 2 contains 119530 members 
Entering Unmasked Estep 
Score: -32673300.000000 Penalty: 6133.783203
	Iteration 47Q: 3 clusters Score -3.26733e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116872 members 
Mstep: Class 2 contains 117930 members 
Entering Unmasked Estep 
Score: -32673340.000000 Penalty: 6133.783203
	Iteration 48Q: 3 clusters Score -3.267334e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118435 members 
Mstep: Class 2 contains 116367 members 
Entering Unmasked Estep 
Score: -32673518.000000 Penalty: 6133.783203
	Iteration 49Q: 3 clusters Score -3.267352e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119977 members 
Mstep: Class 2 contains 114825 members 
Entering Unmasked Estep 
Score: -32673714.000000 Penalty: 6133.783203
	Iteration 50Q: 3 clusters Score -3.267371e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121513 members 
Mstep: Class 2 contains 113289 members 
Entering Unmasked Estep 
Score: -32673824.000000 Penalty: 6133.783203
	Iteration 51Q: 3 clusters Score -3.267382e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122945 members 
Mstep: Class 2 contains 111857 members 
Entering Unmasked Estep 
Score: -32673962.000000 Penalty: 6133.783203
	Iteration 52Q: 3 clusters Score -3.267396e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124250 members 
Mstep: Class 2 contains 110552 members 
Entering Unmasked Estep 
Score: -32674212.000000 Penalty: 6133.783203
	Iteration 53Q: 3 clusters Score -3.267421e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125615 members 
Mstep: Class 2 contains 109187 members 
Entering Unmasked Estep 
Score: -32674734.000000 Penalty: 6133.783203
	Iteration 54Q: 3 clusters Score -3.267473e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127099 members 
Mstep: Class 2 contains 107703 members 
Entering Unmasked Estep 
Score: -32675084.000000 Penalty: 6133.783203
	Iteration 55Q: 3 clusters Score -3.267508e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128527 members 
Mstep: Class 2 contains 106275 members 
Entering Unmasked Estep 
Score: -32675302.000000 Penalty: 6133.783203
	Iteration 56Q: 3 clusters Score -3.26753e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129842 members 
Mstep: Class 2 contains 104960 members 
Entering Unmasked Estep 
Score: -32675692.000000 Penalty: 6133.783203
	Iteration 57Q: 3 clusters Score -3.267569e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131154 members 
Mstep: Class 2 contains 103648 members 
Entering Unmasked Estep 
Score: -32675860.000000 Penalty: 6133.783203
	Iteration 58Q: 3 clusters Score -3.267586e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132389 members 
Mstep: Class 2 contains 102413 members 
Entering Unmasked Estep 
Score: -32676258.000000 Penalty: 6133.783203
	Iteration 59Q: 3 clusters Score -3.267626e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133454 members 
Mstep: Class 2 contains 101348 members 
Entering Unmasked Estep 
Score: -32676650.000000 Penalty: 6133.783203
	Iteration 60F: 3 clusters Score -3.267665e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134510 members 
Mstep: Class 2 contains 100292 members 
Entering Unmasked Estep 
Score: -32676810.000000 Penalty: 6133.783203
	Iteration 61Q: 3 clusters Score -3.267681e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135558 members 
Mstep: Class 2 contains 99244 members 
Entering Unmasked Estep 
Score: -32677274.000000 Penalty: 6133.783203
	Iteration 62Q: 3 clusters Score -3.267727e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136417 members 
Mstep: Class 2 contains 98385 members 
Entering Unmasked Estep 
Score: -32677628.000000 Penalty: 6133.783203
	Iteration 63Q: 3 clusters Score -3.267763e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137290 members 
Mstep: Class 2 contains 97512 members 
Entering Unmasked Estep 
Score: -32677860.000000 Penalty: 6133.783203
	Iteration 64Q: 3 clusters Score -3.267786e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138108 members 
Mstep: Class 2 contains 96694 members 
Entering Unmasked Estep 
Score: -32677978.000000 Penalty: 6133.783203
	Iteration 65Q: 3 clusters Score -3.267798e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138873 members 
Mstep: Class 2 contains 95929 members 
Entering Unmasked Estep 
Score: -32677976.000000 Penalty: 6133.783203
	Iteration 66Q: 3 clusters Score -3.267798e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139446 members 
Mstep: Class 2 contains 95356 members 
Entering Unmasked Estep 
Score: -32678210.000000 Penalty: 6133.783203
	Iteration 67Q: 3 clusters Score -3.267821e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139942 members 
Mstep: Class 2 contains 94860 members 
Entering Unmasked Estep 
Score: -32678614.000000 Penalty: 6133.783203
	Iteration 68Q: 3 clusters Score -3.267861e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140385 members 
Mstep: Class 2 contains 94417 members 
Entering Unmasked Estep 
Score: -32678648.000000 Penalty: 6133.783203
	Iteration 69Q: 3 clusters Score -3.267865e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140690 members 
Mstep: Class 2 contains 94112 members 
Entering Unmasked Estep 
Score: -32678628.000000 Penalty: 6133.783203
	Iteration 70Q: 3 clusters Score -3.267863e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140830 members 
Mstep: Class 2 contains 93972 members 
Entering Unmasked Estep 
Score: -32678840.000000 Penalty: 6133.783203
	Iteration 71Q: 3 clusters Score -3.267884e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140771 members 
Mstep: Class 2 contains 94031 members 
Entering Unmasked Estep 
Score: -32678602.000000 Penalty: 6133.783203
	Iteration 72Q: 3 clusters Score -3.26786e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140591 members 
Mstep: Class 2 contains 94211 members 
Entering Unmasked Estep 
Score: -32678726.000000 Penalty: 6133.783203
	Iteration 73Q: 3 clusters Score -3.267873e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140308 members 
Mstep: Class 2 contains 94494 members 
Entering Unmasked Estep 
Score: -32678806.000000 Penalty: 6133.783203
	Iteration 74Q: 3 clusters Score -3.267881e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139938 members 
Mstep: Class 2 contains 94864 members 
Entering Unmasked Estep 
Score: -32678914.000000 Penalty: 6133.783203
	Iteration 75Q: 3 clusters Score -3.267891e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139424 members 
Mstep: Class 2 contains 95378 members 
Entering Unmasked Estep 
Score: -32678730.000000 Penalty: 6133.783203
	Iteration 76Q: 3 clusters Score -3.267873e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138838 members 
Mstep: Class 2 contains 95964 members 
Entering Unmasked Estep 
Score: -32678536.000000 Penalty: 6133.783203
	Iteration 77Q: 3 clusters Score -3.267854e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138216 members 
Mstep: Class 2 contains 96586 members 
Entering Unmasked Estep 
Score: -32678602.000000 Penalty: 6133.783203
	Iteration 78Q: 3 clusters Score -3.26786e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137561 members 
Mstep: Class 2 contains 97241 members 
Entering Unmasked Estep 
Score: -32678564.000000 Penalty: 6133.783203
	Iteration 79Q: 3 clusters Score -3.267856e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136895 members 
Mstep: Class 2 contains 97907 members 
Entering Unmasked Estep 
Score: -32678658.000000 Penalty: 6133.783203
	Iteration 80F: 3 clusters Score -3.267866e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136168 members 
Mstep: Class 2 contains 98634 members 
Entering Unmasked Estep 
Score: -32678612.000000 Penalty: 6133.783203
	Iteration 81Q: 3 clusters Score -3.267861e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135438 members 
Mstep: Class 2 contains 99364 members 
Entering Unmasked Estep 
Score: -32678594.000000 Penalty: 6133.783203
	Iteration 82Q: 3 clusters Score -3.267859e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134637 members 
Mstep: Class 2 contains 100165 members 
Entering Unmasked Estep 
Score: -32678618.000000 Penalty: 6133.783203
	Iteration 83Q: 3 clusters Score -3.267862e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133792 members 
Mstep: Class 2 contains 101010 members 
Entering Unmasked Estep 
Score: -32678632.000000 Penalty: 6133.783203
	Iteration 84Q: 3 clusters Score -3.267863e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132944 members 
Mstep: Class 2 contains 101858 members 
Entering Unmasked Estep 
Score: -32678688.000000 Penalty: 6133.783203
	Iteration 85Q: 3 clusters Score -3.267869e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132004 members 
Mstep: Class 2 contains 102798 members 
Entering Unmasked Estep 
Score: -32678634.000000 Penalty: 6133.783203
	Iteration 86Q: 3 clusters Score -3.267863e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130985 members 
Mstep: Class 2 contains 103817 members 
Entering Unmasked Estep 
Score: -32678716.000000 Penalty: 6133.783203
	Iteration 87Q: 3 clusters Score -3.267872e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129881 members 
Mstep: Class 2 contains 104921 members 
Entering Unmasked Estep 
Score: -32678838.000000 Penalty: 6133.783203
	Iteration 88Q: 3 clusters Score -3.267884e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128770 members 
Mstep: Class 2 contains 106032 members 
Entering Unmasked Estep 
Score: -32678926.000000 Penalty: 6133.783203
	Iteration 89Q: 3 clusters Score -3.267893e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127602 members 
Mstep: Class 2 contains 107200 members 
Entering Unmasked Estep 
Score: -32679062.000000 Penalty: 6133.783203
	Iteration 90Q: 3 clusters Score -3.267906e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126440 members 
Mstep: Class 2 contains 108362 members 
Entering Unmasked Estep 
Score: -32679234.000000 Penalty: 6133.783203
	Iteration 91Q: 3 clusters Score -3.267923e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125208 members 
Mstep: Class 2 contains 109594 members 
Entering Unmasked Estep 
Score: -32679314.000000 Penalty: 6133.783203
	Iteration 92Q: 3 clusters Score -3.267931e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123877 members 
Mstep: Class 2 contains 110925 members 
Entering Unmasked Estep 
Score: -32679466.000000 Penalty: 6133.783203
	Iteration 93Q: 3 clusters Score -3.267947e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122478 members 
Mstep: Class 2 contains 112324 members 
Entering Unmasked Estep 
Score: -32679632.000000 Penalty: 6133.783203
	Iteration 94Q: 3 clusters Score -3.267963e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120970 members 
Mstep: Class 2 contains 113832 members 
Entering Unmasked Estep 
Score: -32679758.000000 Penalty: 6133.783203
	Iteration 95Q: 3 clusters Score -3.267976e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119345 members 
Mstep: Class 2 contains 115457 members 
Entering Unmasked Estep 
Score: -32679980.000000 Penalty: 6133.783203
	Iteration 96Q: 3 clusters Score -3.267998e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117609 members 
Mstep: Class 2 contains 117193 members 
Entering Unmasked Estep 
Score: -32680112.000000 Penalty: 6133.783203
	Iteration 97Q: 3 clusters Score -3.268011e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115763 members 
Mstep: Class 2 contains 119039 members 
Entering Unmasked Estep 
Score: -32680398.000000 Penalty: 6133.783203
	Iteration 98Q: 3 clusters Score -3.26804e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113938 members 
Mstep: Class 2 contains 120864 members 
Entering Unmasked Estep 
Score: -32680562.000000 Penalty: 6133.783203
	Iteration 99Q: 3 clusters Score -3.268056e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112102 members 
Mstep: Class 2 contains 122700 members 
Entering Unmasked Estep 
Score: -32680888.000000 Penalty: 6133.783203
	Iteration 100F: 3 clusters Score -3.268089e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110245 members 
Mstep: Class 2 contains 124557 members 
Entering Unmasked Estep 
Score: -32681018.000000 Penalty: 6133.783203
	Iteration 101Q: 3 clusters Score -3.268102e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108345 members 
Mstep: Class 2 contains 126457 members 
Entering Unmasked Estep 
Score: -32681126.000000 Penalty: 6133.783203
	Iteration 102Q: 3 clusters Score -3.268113e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106331 members 
Mstep: Class 2 contains 128471 members 
Entering Unmasked Estep 
Score: -32681208.000000 Penalty: 6133.783203
	Iteration 103Q: 3 clusters Score -3.268121e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104264 members 
Mstep: Class 2 contains 130538 members 
Entering Unmasked Estep 
Score: -32681276.000000 Penalty: 6133.783203
	Iteration 104Q: 3 clusters Score -3.268128e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102070 members 
Mstep: Class 2 contains 132732 members 
Entering Unmasked Estep 
Score: -32681430.000000 Penalty: 6133.783203
	Iteration 105Q: 3 clusters Score -3.268143e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99868 members 
Mstep: Class 2 contains 134934 members 
Entering Unmasked Estep 
Score: -32681528.000000 Penalty: 6133.783203
	Iteration 106Q: 3 clusters Score -3.268153e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97641 members 
Mstep: Class 2 contains 137161 members 
Entering Unmasked Estep 
Score: -32681498.000000 Penalty: 6133.783203
	Iteration 107Q: 3 clusters Score -3.26815e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95591 members 
Mstep: Class 2 contains 139211 members 
Entering Unmasked Estep 
Score: -32681552.000000 Penalty: 6133.783203
	Iteration 108Q: 3 clusters Score -3.268155e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 141160 members 
Entering Unmasked Estep 
Score: -32681656.000000 Penalty: 6133.783203
	Iteration 109Q: 3 clusters Score -3.268166e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91840 members 
Mstep: Class 2 contains 142962 members 
Entering Unmasked Estep 
Score: -32681616.000000 Penalty: 6133.783203
	Iteration 110Q: 3 clusters Score -3.268162e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90099 members 
Mstep: Class 2 contains 144703 members 
Entering Unmasked Estep 
Score: -32681554.000000 Penalty: 6133.783203
	Iteration 111Q: 3 clusters Score -3.268155e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88508 members 
Mstep: Class 2 contains 146294 members 
Entering Unmasked Estep 
Score: -32681480.000000 Penalty: 6133.783203
	Iteration 112Q: 3 clusters Score -3.268148e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87059 members 
Mstep: Class 2 contains 147743 members 
Entering Unmasked Estep 
Score: -32681390.000000 Penalty: 6133.783203
	Iteration 113Q: 3 clusters Score -3.268139e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85650 members 
Mstep: Class 2 contains 149152 members 
Entering Unmasked Estep 
Score: -32681322.000000 Penalty: 6133.783203
	Iteration 114Q: 3 clusters Score -3.268132e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84295 members 
Mstep: Class 2 contains 150507 members 
Entering Unmasked Estep 
Score: -32681134.000000 Penalty: 6133.783203
	Iteration 115Q: 3 clusters Score -3.268113e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82944 members 
Mstep: Class 2 contains 151858 members 
Entering Unmasked Estep 
Score: -32681032.000000 Penalty: 6133.783203
	Iteration 116Q: 3 clusters Score -3.268103e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81697 members 
Mstep: Class 2 contains 153105 members 
Entering Unmasked Estep 
Score: -32681042.000000 Penalty: 6133.783203
	Iteration 117Q: 3 clusters Score -3.268104e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80519 members 
Mstep: Class 2 contains 154283 members 
Entering Unmasked Estep 
Score: -32680778.000000 Penalty: 6133.783203
	Iteration 118Q: 3 clusters Score -3.268078e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79456 members 
Mstep: Class 2 contains 155346 members 
Entering Unmasked Estep 
Score: -32680606.000000 Penalty: 6133.783203
	Iteration 119Q: 3 clusters Score -3.268061e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78430 members 
Mstep: Class 2 contains 156372 members 
Entering Unmasked Estep 
Score: -32680386.000000 Penalty: 6133.783203
	Iteration 120F: 3 clusters Score -3.268039e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77389 members 
Mstep: Class 2 contains 157413 members 
Entering Unmasked Estep 
Score: -32680370.000000 Penalty: 6133.783203
	Iteration 121Q: 3 clusters Score -3.268037e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 158393 members 
Entering Unmasked Estep 
Score: -32680140.000000 Penalty: 6133.783203
	Iteration 122Q: 3 clusters Score -3.268014e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75525 members 
Mstep: Class 2 contains 159277 members 
Entering Unmasked Estep 
Score: -32680100.000000 Penalty: 6133.783203
	Iteration 123Q: 3 clusters Score -3.26801e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74747 members 
Mstep: Class 2 contains 160055 members 
Entering Unmasked Estep 
Score: -32679968.000000 Penalty: 6133.783203
	Iteration 124Q: 3 clusters Score -3.267997e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74028 members 
Mstep: Class 2 contains 160774 members 
Entering Unmasked Estep 
Score: -32679940.000000 Penalty: 6133.783203
	Iteration 125Q: 3 clusters Score -3.267994e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73312 members 
Mstep: Class 2 contains 161490 members 
Entering Unmasked Estep 
Score: -32679726.000000 Penalty: 6133.783203
	Iteration 126Q: 3 clusters Score -3.267973e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72675 members 
Mstep: Class 2 contains 162127 members 
Entering Unmasked Estep 
Score: -32679708.000000 Penalty: 6133.783203
	Iteration 127Q: 3 clusters Score -3.267971e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72130 members 
Mstep: Class 2 contains 162672 members 
Entering Unmasked Estep 
Score: -32679536.000000 Penalty: 6133.783203
	Iteration 128Q: 3 clusters Score -3.267954e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 163216 members 
Entering Unmasked Estep 
Score: -32679456.000000 Penalty: 6133.783203
	Iteration 129Q: 3 clusters Score -3.267946e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71083 members 
Mstep: Class 2 contains 163719 members 
Entering Unmasked Estep 
Score: -32679364.000000 Penalty: 6133.783203
	Iteration 130Q: 3 clusters Score -3.267936e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70607 members 
Mstep: Class 2 contains 164195 members 
Entering Unmasked Estep 
Score: -32679192.000000 Penalty: 6133.783203
	Iteration 131Q: 3 clusters Score -3.267919e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70150 members 
Mstep: Class 2 contains 164652 members 
Entering Unmasked Estep 
Score: -32679144.000000 Penalty: 6133.783203
	Iteration 132Q: 3 clusters Score -3.267914e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69721 members 
Mstep: Class 2 contains 165081 members 
Entering Unmasked Estep 
Score: -32678986.000000 Penalty: 6133.783203
	Iteration 133Q: 3 clusters Score -3.267899e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69299 members 
Mstep: Class 2 contains 165503 members 
Entering Unmasked Estep 
Score: -32678838.000000 Penalty: 6133.783203
	Iteration 134Q: 3 clusters Score -3.267884e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3.267874e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 166149 members 
Entering Unmasked Estep 
Score: -32678686.000000 Penalty: 6133.783203
	Iteration 136Q: 3 clusters Score -3.267869e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68379 members 
Mstep: Class 2 contains 166423 members 
Entering Unmasked Estep 
Score: -32678662.000000 Penalty: 6133.783203
	Iteration 137Q: 3 clusters Score -3.267866e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68124 members 
Mstep: Class 2 contains 166678 members 
Entering Unmasked Estep 
Score: -32678606.000000 Penalty: 6133.783203
	Iteration 138Q: 3 clusters Score -3.267861e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67867 members 
Mstep: Class 2 contains 166935 members 
Entering Unmasked Estep 
Score: -32678560.000000 Penalty: 6133.783203
	Iteration 139Q: 3 clusters Score -3.267856e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67638 members 
Mstep: Class 2 contains 167164 members 
Entering Unmasked Estep 
Score: -32678468.000000 Penalty: 6133.783203
	Iteration 140F: 3 clusters Score -3.267847e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67408 members 
Mstep: Class 2 contains 167394 members 
Entering Unmasked Estep 
Score: -32678356.000000 Penalty: 6133.783203
	Iteration 141Q: 3 clusters Score -3.267836e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67200 members 
Mstep: Class 2 contains 167602 members 
Entering Unmasked Estep 
Score: -32678274.000000 Penalty: 6133.783203
	Iteration 142Q: 3 clusters Score -3.267827e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67029 members 
Mstep: Class 2 contains 167773 members 
Entering Unmasked Estep 
Score: -32678176.000000 Penalty: 6133.783203
	Iteration 143Q: 3 clusters Score -3.267818e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 167954 members 
Entering Unmasked Estep 
Score: -32678124.000000 Penalty: 6133.783203
	Iteration 144Q: 3 clusters Score -3.267812e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66677 members 
Mstep: Class 2 contains 168125 members 
Entering Unmasked Estep 
Score: -32678130.000000 Penalty: 6133.783203
	Iteration 145Q: 3 clusters Score -3.267813e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 168272 members 
Entering Unmasked Estep 
Score: -32678034.000000 Penalty: 6133.783203
	Iteration 146Q: 3 clusters Score -3.267803e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66414 members 
Mstep: Class 2 contains 168388 members 
Entering Unmasked Estep 
Score: -32678010.000000 Penalty: 6133.783203
	Iteration 147Q: 3 clusters Score -3.267801e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66284 members 
Mstep: Class 2 contains 168518 members 
Entering Unmasked Estep 
Score: -32677964.000000 Penalty: 6133.783203
	Iteration 148Q: 3 clusters Score -3.267796e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 168602 members 
Entering Unmasked Estep 
Score: -32677902.000000 Penalty: 6133.783203
	Iteration 149Q: 3 clusters Score -3.26779e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 168687 members 
Entering Unmasked Estep 
Score: -32677838.000000 Penalty: 6133.783203
	Iteration 150Q: 3 clusters Score -3.267784e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 168782 members 
Entering Unmasked Estep 
Score: -32677728.000000 Penalty: 6133.783203
	Iteration 151Q: 3 clusters Score -3.267773e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 168877 members 
Entering Unmasked Estep 
Score: -32677734.000000 Penalty: 6133.783203
	Iteration 152Q: 3 clusters Score -3.267773e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 168982 members 
Entering Unmasked Estep 
Score: -32677616.000000 Penalty: 6133.783203
	Iteration 153Q: 3 clusters Score -3.267762e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 169096 members 
Entering Unmasked Estep 
Score: -32677550.000000 Penalty: 6133.783203
	Iteration 154Q: 3 clusters Score -3.267755e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 169214 members 
Entering Unmasked Estep 
Score: -32677488.000000 Penalty: 6133.783203
	Iteration 155Q: 3 clusters Score -3.267749e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 169325 members 
Entering Unmasked Estep 
Score: -32677440.000000 Penalty: 6133.783203
	Iteration 156Q: 3 clusters Score -3.267744e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65389 members 
Mstep: Class 2 contains 169413 members 
Entering Unmasked Estep 
Score: -32677416.000000 Penalty: 6133.783203
	Iteration 157Q: 3 clusters Score -3.267742e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65319 members 
Mstep: Class 2 contains 169483 members 
Entering Unmasked Estep 
Score: -32677340.000000 Penalty: 6133.783203
	Iteration 158Q: 3 clusters Score -3.267734e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 169569 members 
Entering Unmasked Estep 
Score: -32677302.000000 Penalty: 6133.783203
	Iteration 159Q: 3 clusters Score -3.26773e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 169648 members 
Entering Unmasked Estep 
Score: -32677268.000000 Penalty: 6133.783203
	Iteration 160F: 3 clusters Score -3.267727e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 169712 members 
Entering Unmasked Estep 
Score: -32677322.000000 Penalty: 6133.783203
	Iteration 161Q: 3 clusters Score -3.267732e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65041 members 
Mstep: Class 2 contains 169761 members 
Entering Unmasked Estep 
Score: -32677240.000000 Penalty: 6133.783203
	Iteration 162Q: 3 clusters Score -3.267724e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65011 members 
Mstep: Class 2 contains 169791 members 
Entering Unmasked Estep 
Score: -32677246.000000 Penalty: 6133.783203
	Iteration 163Q: 3 clusters Score -3.267725e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65014 members 
Mstep: Class 2 contains 169788 members 
Entering Unmasked Estep 
Score: -32677170.000000 Penalty: 6133.783203
	Iteration 164Q: 3 clusters Score -3.267717e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65019 members 
Mstep: Class 2 contains 169783 members 
Entering Unmasked Estep 
Score: -32677142.000000 Penalty: 6133.783203
	Iteration 165Q: 3 clusters Score -3.267714e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65025 members 
Mstep: Class 2 contains 169777 members 
Entering Unmasked Estep 
Score: -32677054.000000 Penalty: 6133.783203
	Iteration 166Q: 3 clusters Score -3.267705e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 169750 members 
Entering Unmasked Estep 
Score: -32676960.000000 Penalty: 6133.783203
	Iteration 167Q: 3 clusters Score -3.267696e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65083 members 
Mstep: Class 2 contains 169719 members 
Entering Unmasked Estep 
Score: -32676974.000000 Penalty: 6133.783203
	Iteration 168Q: 3 clusters Score -3.267697e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65102 members 
Mstep: Class 2 contains 169700 members 
Entering Unmasked Estep 
Score: -32676952.000000 Penalty: 6133.783203
	Iteration 169Q: 3 clusters Score -3.267695e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65133 members 
Mstep: Class 2 contains 169669 members 
Entering Unmasked Estep 
Score: -32676918.000000 Penalty: 6133.783203
	Iteration 170Q: 3 clusters Score -3.267692e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 169630 members 
Entering Unmasked Estep 
Score: -32676856.000000 Penalty: 6133.783203
	Iteration 171Q: 3 clusters Score -3.267686e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 169597 members 
Entering Unmasked Estep 
Score: -32676830.000000 Penalty: 6133.783203
	Iteration 172Q: 3 clusters Score -3.267683e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 169555 members 
Entering Unmasked Estep 
Score: -32676790.000000 Penalty: 6133.783203
	Iteration 173Q: 3 clusters Score -3.267679e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 169530 members 
Entering Unmasked Estep 
Score: -32676814.000000 Penalty: 6133.783203
	Iteration 174Q: 3 clusters Score -3.267681e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65305 members 
Mstep: Class 2 contains 169497 members 
Entering Unmasked Estep 
Score: -32676784.000000 Penalty: 6133.783203
	Iteration 175Q: 3 clusters Score -3.267678e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 169467 members 
Entering Unmasked Estep 
Score: -32676768.000000 Penalty: 6133.783203
	Iteration 176Q: 3 clusters Score -3.267677e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 169425 members 
Entering Unmasked Estep 
Score: -32676758.000000 Penalty: 6133.783203
	Iteration 177Q: 3 clusters Score -3.267676e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 169408 members 
Entering Unmasked Estep 
Score: -32676760.000000 Penalty: 6133.783203
	Iteration 178Q: 3 clusters Score -3.267676e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65421 members 
Mstep: Class 2 contains 169381 members 
Entering Unmasked Estep 
Score: -32676818.000000 Penalty: 6133.783203
	Iteration 179Q: 3 clusters Score -3.267682e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65433 members 
Mstep: Class 2 contains 169369 members 
Entering Unmasked Estep 
Score: -32676812.000000 Penalty: 6133.783203
	Iteration 180F: 3 clusters Score -3.267681e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 169343 members 
Entering Unmasked Estep 
Score: -32676762.000000 Penalty: 6133.783203
	Iteration 181Q: 3 clusters Score -3.267676e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65515 members 
Mstep: Class 2 contains 169287 members 
Entering Unmasked Estep 
Score: -32676786.000000 Penalty: 6133.783203
	Iteration 182Q: 3 clusters Score -3.267679e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65573 members 
Mstep: Class 2 contains 169229 members 
Entering Unmasked Estep 
Score: -32676768.000000 Penalty: 6133.783203
	Iteration 183Q: 3 clusters Score -3.267677e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65634 members 
Mstep: Class 2 contains 169168 members 
Entering Unmasked Estep 
Score: -32676754.000000 Penalty: 6133.783203
	Iteration 184Q: 3 clusters Score -3.267675e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 169107 members 
Entering Unmasked Estep 
Score: -32676728.000000 Penalty: 6133.783203
	Iteration 185Q: 3 clusters Score -3.267673e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 169041 members 
Entering Unmasked Estep 
Score: -32676680.000000 Penalty: 6133.783203
	Iteration 186Q: 3 clusters Score -3.267668e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 168952 members 
Entering Unmasked Estep 
Score: -32676660.000000 Penalty: 6133.783203
	Iteration 187Q: 3 clusters Score -3.267666e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 168877 members 
Entering Unmasked Estep 
Score: -32676658.000000 Penalty: 6133.783203
	Iteration 188Q: 3 clusters Score -3.267666e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 168808 members 
Entering Unmasked Estep 
Score: -32676630.000000 Penalty: 6133.783203
	Iteration 189Q: 3 clusters Score -3.267663e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 168735 members 
Entering Unmasked Estep 
Score: -32676592.000000 Penalty: 6133.783203
	Iteration 190Q: 3 clusters Score -3.267659e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66120 members 
Mstep: Class 2 contains 168682 members 
Entering Unmasked Estep 
Score: -32676664.000000 Penalty: 6133.783203
	Iteration 191Q: 3 clusters Score -3.267666e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66215 members 
Mstep: Class 2 contains 168587 members 
Entering Unmasked Estep 
Score: -32676600.000000 Penalty: 6133.783203
	Iteration 192Q: 3 clusters Score -3.26766e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66309 members 
Mstep: Class 2 contains 168493 members 
Entering Unmasked Estep 
Score: -32676562.000000 Penalty: 6133.783203
	Iteration 193Q: 3 clusters Score -3.267656e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 168418 members 
Entering Unmasked Estep 
Score: -32676568.000000 Penalty: 6133.783203
	Iteration 194Q: 3 clusters Score -3.267657e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66477 members 
Mstep: Class 2 contains 168325 members 
Entering Unmasked Estep 
Score: -32676578.000000 Penalty: 6133.783203
	Iteration 195Q: 3 clusters Score -3.267658e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 168263 members 
Entering Unmasked Estep 
Score: -32676624.000000 Penalty: 6133.783203
	Iteration 196Q: 3 clusters Score -3.267662e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66610 members 
Mstep: Class 2 contains 168192 members 
Entering Unmasked Estep 
Score: -32676650.000000 Penalty: 6133.783203
	Iteration 197Q: 3 clusters Score -3.267665e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66698 members 
Mstep: Class 2 contains 168104 members 
Entering Unmasked Estep 
Score: -32676664.000000 Penalty: 6133.783203
	Iteration 198Q: 3 clusters Score -3.267666e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66767 members 
Mstep: Class 2 contains 168035 members 
Entering Unmasked Estep 
Score: -32676650.000000 Penalty: 6133.783203
	Iteration 199Q: 3 clusters Score -3.267665e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66843 members 
Mstep: Class 2 contains 167959 members 
Entering Unmasked Estep 
Score: -32676658.000000 Penalty: 6133.783203
	Iteration 200F: 3 clusters Score -3.267666e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 167874 members 
Entering Unmasked Estep 
Score: -32676682.000000 Penalty: 6133.783203
	Iteration 201Q: 3 clusters Score -3.267668e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66997 members 
Mstep: Class 2 contains 167805 members 
Entering Unmasked Estep 
Score: -32676644.000000 Penalty: 6133.783203
	Iteration 202Q: 3 clusters Score -3.267664e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67067 members 
Mstep: Class 2 contains 167735 members 
Entering Unmasked Estep 
Score: -32676670.000000 Penalty: 6133.783203
	Iteration 203Q: 3 clusters Score -3.267667e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 167649 members 
Entering Unmasked Estep 
Score: -32676666.000000 Penalty: 6133.783203
	Iteration 204Q: 3 clusters Score -3.267667e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 167564 members 
Entering Unmasked Estep 
Score: -32676708.000000 Penalty: 6133.783203
	Iteration 205Q: 3 clusters Score -3.267671e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 167480 members 
Entering Unmasked Estep 
Score: -32676714.000000 Penalty: 6133.783203
	Iteration 206Q: 3 clusters Score -3.267671e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 167401 members 
Entering Unmasked Estep 
Score: -32676682.000000 Penalty: 6133.783203
	Iteration 207Q: 3 clusters Score -3.267668e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67486 members 
Mstep: Class 2 contains 167316 members 
Entering Unmasked Estep 
Score: -32676674.000000 Penalty: 6133.783203
	Iteration 208Q: 3 clusters Score -3.267667e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 167259 members 
Entering Unmasked Estep 
Score: -32676694.000000 Penalty: 6133.783203
	Iteration 209Q: 3 clusters Score -3.267669e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67603 members 
Mstep: Class 2 contains 167199 members 
Entering Unmasked Estep 
Score: -32676668.000000 Penalty: 6133.783203
	Iteration 210Q: 3 clusters Score -3.267667e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67679 members 
Mstep: Class 2 contains 167123 members 
Entering Unmasked Estep 
Score: -32676678.000000 Penalty: 6133.783203
	Iteration 211Q: 3 clusters Score -3.267668e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67765 members 
Mstep: Class 2 contains 167037 members 
Entering Unmasked Estep 
Score: -32676694.000000 Penalty: 6133.783203
	Iteration 212Q: 3 clusters Score -3.267669e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 166944 members 
Entering Unmasked Estep 
Score: -32676688.000000 Penalty: 6133.783203
	Iteration 213Q: 3 clusters Score -3.267669e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67951 members 
Mstep: Class 2 contains 166851 members 
Entering Unmasked Estep 
Score: -32676678.000000 Penalty: 6133.783203
	Iteration 214Q: 3 clusters Score -3.267668e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 166776 members 
Entering Unmasked Estep 
Score: -32676674.000000 Penalty: 6133.783203
	Iteration 215Q: 3 clusters Score -3.267667e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 166691 members 
Entering Unmasked Estep 
Score: -32676684.000000 Penalty: 6133.783203
	Iteration 216Q: 3 clusters Score -3.267668e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68201 members 
Mstep: Class 2 contains 166601 members 
Entering Unmasked Estep 
Score: -32676692.000000 Penalty: 6133.783203
	Iteration 217Q: 3 clusters Score -3.267669e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68290 members 
Mstep: Class 2 contains 166512 members 
Entering Unmasked Estep 
Score: -32676720.000000 Penalty: 6133.783203
	Iteration 218Q: 3 clusters Score -3.267672e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68389 members 
Mstep: Class 2 contains 166413 members 
Entering Unmasked Estep 
Score: -32676736.000000 Penalty: 6133.783203
	Iteration 219Q: 3 clusters Score -3.267674e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68487 members 
Mstep: Class 2 contains 166315 members 
Entering Unmasked Estep 
Score: -32676774.000000 Penalty: 6133.783203
	Iteration 220F: 3 clusters Score -3.267677e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68596 members 
Mstep: Class 2 contains 166206 members 
Entering Unmasked Estep 
Score: -32676752.000000 Penalty: 6133.783203
	Iteration 221Q: 3 clusters Score -3.267675e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68694 members 
Mstep: Class 2 contains 166108 members 
Entering Unmasked Estep 
Score: -32676728.000000 Penalty: 6133.783203
	Iteration 222Q: 3 clusters Score -3.267673e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68790 members 
Mstep: Class 2 contains 166012 members 
Entering Unmasked Estep 
Score: -32676764.000000 Penalty: 6133.783203
	Iteration 223Q: 3 clusters Score -3.267676e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68871 members 
Mstep: Class 2 contains 165931 members 
Entering Unmasked Estep 
Score: -32676738.000000 Penalty: 6133.783203
	Iteration 224Q: 3 clusters Score -3.267674e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68950 members 
Mstep: Class 2 contains 165852 members 
Entering Unmasked Estep 
Score: -32676768.000000 Penalty: 6133.783203
	Iteration 225Q: 3 clusters Score -3.267677e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69026 members 
Mstep: Class 2 contains 165776 members 
Entering Unmasked Estep 
Score: -32676756.000000 Penalty: 6133.783203
	Iteration 226Q: 3 clusters Score -3.267676e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69093 members 
Mstep: Class 2 contains 165709 members 
Entering Unmasked Estep 
Score: -32676788.000000 Penalty: 6133.783203
	Iteration 227Q: 3 clusters Score -3.267679e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69149 members 
Mstep: Class 2 contains 165653 members 
Entering Unmasked Estep 
Score: -32676774.000000 Penalty: 6133.783203
	Iteration 228Q: 3 clusters Score -3.267677e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69209 members 
Mstep: Class 2 contains 165593 members 
Entering Unmasked Estep 
Score: -32676808.000000 Penalty: 6133.783203
	Iteration 229Q: 3 clusters Score -3.267681e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69279 members 
Mstep: Class 2 contains 165523 members 
Entering Unmasked Estep 
Score: -32676824.000000 Penalty: 6133.783203
	Iteration 230Q: 3 clusters Score -3.267682e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69347 members 
Mstep: Class 2 contains 165455 members 
Entering Unmasked Estep 
Score: -32676842.000000 Penalty: 6133.783203
	Iteration 231Q: 3 clusters Score -3.267684e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 165389 members 
Entering Unmasked Estep 
Score: -32676828.000000 Penalty: 6133.783203
	Iteration 232Q: 3 clusters Score -3.267683e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69475 members 
Mstep: Class 2 contains 165327 members 
Entering Unmasked Estep 
Score: -32676818.000000 Penalty: 6133.783203
	Iteration 233Q: 3 clusters Score -3.267682e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69537 members 
Mstep: Class 2 contains 165265 members 
Entering Unmasked Estep 
Score: -32676772.000000 Penalty: 6133.783203
	Iteration 234Q: 3 clusters Score -3.267677e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69601 members 
Mstep: Class 2 contains 165201 members 
Entering Unmasked Estep 
Score: -32676776.000000 Penalty: 6133.783203
	Iteration 235Q: 3 clusters Score -3.267678e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 165137 members 
Entering Unmasked Estep 
Score: -32676750.000000 Penalty: 6133.783203
	Iteration 236Q: 3 clusters Score -3.267675e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 165070 members 
Entering Unmasked Estep 
Score: -32676774.000000 Penalty: 6133.783203
	Iteration 237Q: 3 clusters Score -3.267677e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69792 members 
Mstep: Class 2 contains 165010 members 
Entering Unmasked Estep 
Score: -32676784.000000 Penalty: 6133.783203
	Iteration 238Q: 3 clusters Score -3.267678e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69849 members 
Mstep: Class 2 contains 164953 members 
Entering Unmasked Estep 
Score: -32676768.000000 Penalty: 6133.783203
	Iteration 239Q: 3 clusters Score -3.267677e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69907 members 
Mstep: Class 2 contains 164895 members 
Entering Unmasked Estep 
Score: -32676786.000000 Penalty: 6133.783203
	Iteration 240F: 3 clusters Score -3.267679e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69953 members 
Mstep: Class 2 contains 164849 members 
Entering Unmasked Estep 
Score: -32676776.000000 Penalty: 6133.783203
	Iteration 241Q: 3 clusters Score -3.267678e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69990 members 
Mstep: Class 2 contains 164812 members 
Entering Unmasked Estep 
Score: -32676772.000000 Penalty: 6133.783203
	Iteration 242Q: 3 clusters Score -3.267677e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70032 members 
Mstep: Class 2 contains 164770 members 
Entering Unmasked Estep 
Score: -32676780.000000 Penalty: 6133.783203
	Iteration 243Q: 3 clusters Score -3.267678e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70086 members 
Mstep: Class 2 contains 164716 members 
Entering Unmasked Estep 
Score: -32676784.000000 Penalty: 6133.783203
	Iteration 244Q: 3 clusters Score -3.267678e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 164666 members 
Entering Unmasked Estep 
Score: -32676800.000000 Penalty: 6133.783203
	Iteration 245Q: 3 clusters Score -3.26768e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70193 members 
Mstep: Class 2 contains 164609 members 
Entering Unmasked Estep 
Score: -32676812.000000 Penalty: 6133.783203
	Iteration 246Q: 3 clusters Score -3.267681e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70262 members 
Mstep: Class 2 contains 164540 members 
Entering Unmasked Estep 
Score: -32676788.000000 Penalty: 6133.783203
	Iteration 247Q: 3 clusters Score -3.267679e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70352 members 
Mstep: Class 2 contains 164450 members 
Entering Unmasked Estep 
Score: -32676800.000000 Penalty: 6133.783203
	Iteration 248Q: 3 clusters Score -3.26768e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70442 members 
Mstep: Class 2 contains 164360 members 
Entering Unmasked Estep 
Score: -32676814.000000 Penalty: 6133.783203
	Iteration 249Q: 3 clusters Score -3.267681e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 164284 members 
Entering Unmasked Estep 
Score: -32676816.000000 Penalty: 6133.783203
	Iteration 250Q: 3 clusters Score -3.267682e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 164215 members 
Entering Unmasked Estep 
Score: -32676808.000000 Penalty: 6133.783203
	Iteration 251Q: 3 clusters Score -3.267681e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70665 members 
Mstep: Class 2 contains 164137 members 
Entering Unmasked Estep 
Score: -32676812.000000 Penalty: 6133.783203
	Iteration 252Q: 3 clusters Score -3.267681e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70739 members 
Mstep: Class 2 contains 164063 members 
Entering Unmasked Estep 
Score: -32676814.000000 Penalty: 6133.783203
	Iteration 253Q: 3 clusters Score -3.267681e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70797 members 
Mstep: Class 2 contains 164005 members 
Entering Unmasked Estep 
Score: -32676796.000000 Penalty: 6133.783203
	Iteration 254Q: 3 clusters Score -3.26768e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 163942 members 
Entering Unmasked Estep 
Score: -32676842.000000 Penalty: 6133.783203
	Iteration 255Q: 3 clusters Score -3.267684e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 163881 members 
Entering Unmasked Estep 
Score: -32676796.000000 Penalty: 6133.783203
	Iteration 256Q: 3 clusters Score -3.26768e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70995 members 
Mstep: Class 2 contains 163807 members 
Entering Unmasked Estep 
Score: -32676796.000000 Penalty: 6133.783203
	Iteration 257Q: 3 clusters Score -3.26768e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71064 members 
Mstep: Class 2 contains 163738 members 
Entering Unmasked Estep 
Score: -32676820.000000 Penalty: 6133.783203
	Iteration 258Q: 3 clusters Score -3.267682e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71126 members 
Mstep: Class 2 contains 163676 members 
Entering Unmasked Estep 
Score: -32676816.000000 Penalty: 6133.783203
	Iteration 259Q: 3 clusters Score -3.267682e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71212 members 
Mstep: Class 2 contains 163590 members 
Entering Unmasked Estep 
Score: -32676846.000000 Penalty: 6133.783203
	Iteration 260F: 3 clusters Score -3.267685e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71307 members 
Mstep: Class 2 contains 163495 members 
Entering Unmasked Estep 
Score: -32676840.000000 Penalty: 6133.783203
	Iteration 261Q: 3 clusters Score -3.267684e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71406 members 
Mstep: Class 2 contains 163396 members 
Entering Unmasked Estep 
Score: -32676792.000000 Penalty: 6133.783203
	Iteration 262Q: 3 clusters Score -3.267679e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71503 members 
Mstep: Class 2 contains 163299 members 
Entering Unmasked Estep 
Score: -32676794.000000 Penalty: 6133.783203
	Iteration 263Q: 3 clusters Score -3.267679e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71587 members 
Mstep: Class 2 contains 163215 members 
Entering Unmasked Estep 
Score: -32676772.000000 Penalty: 6133.783203
	Iteration 264Q: 3 clusters Score -3.267677e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71657 members 
Mstep: Class 2 contains 163145 members 
Entering Unmasked Estep 
Score: -32676784.000000 Penalty: 6133.783203
	Iteration 265Q: 3 clusters Score -3.267678e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 163057 members 
Entering Unmasked Estep 
Score: -32676772.000000 Penalty: 6133.783203
	Iteration 266Q: 3 clusters Score -3.267677e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 162984 members 
Entering Unmasked Estep 
Score: -32676784.000000 Penalty: 6133.783203
	Iteration 267Q: 3 clusters Score -3.267678e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 162899 members 
Entering Unmasked Estep 
Score: -32676774.000000 Penalty: 6133.783203
	Iteration 268Q: 3 clusters Score -3.267677e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 162823 members 
Entering Unmasked Estep 
Score: -32676842.000000 Penalty: 6133.783203
	Iteration 269Q: 3 clusters Score -3.267684e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72062 members 
Mstep: Class 2 contains 162740 members 
Entering Unmasked Estep 
Score: -32676858.000000 Penalty: 6133.783203
	Iteration 270Q: 3 clusters Score -3.267686e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 162681 members 
Entering Unmasked Estep 
Score: -32676836.000000 Penalty: 6133.783203
	Iteration 271Q: 3 clusters Score -3.267684e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72188 members 
Mstep: Class 2 contains 162614 members 
Entering Unmasked Estep 
Score: -32676822.000000 Penalty: 6133.783203
	Iteration 272Q: 3 clusters Score -3.267682e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72236 members 
Mstep: Class 2 contains 162566 members 
Entering Unmasked Estep 
Score: -32676832.000000 Penalty: 6133.783203
	Iteration 273Q: 3 clusters Score -3.267683e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72300 members 
Mstep: Class 2 contains 162502 members 
Entering Unmasked Estep 
Score: -32676820.000000 Penalty: 6133.783203
	Iteration 274Q: 3 clusters Score -3.267682e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72364 members 
Mstep: Class 2 contains 162438 members 
Entering Unmasked Estep 
Score: -32676824.000000 Penalty: 6133.783203
	Iteration 275Q: 3 clusters Score -3.267682e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72419 members 
Mstep: Class 2 contains 162383 members 
Entering Unmasked Estep 
Score: -32676798.000000 Penalty: 6133.783203
	Iteration 276Q: 3 clusters Score -3.26768e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72479 members 
Mstep: Class 2 contains 162323 members 
Entering Unmasked Estep 
Score: -32676808.000000 Penalty: 6133.783203
	Iteration 277Q: 3 clusters Score -3.267681e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72546 members 
Mstep: Class 2 contains 162256 members 
Entering Unmasked Estep 
Score: -32676810.000000 Penalty: 6133.783203
	Iteration 278Q: 3 clusters Score -3.267681e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 162187 members 
Entering Unmasked Estep 
Score: -32676770.000000 Penalty: 6133.783203
	Iteration 279Q: 3 clusters Score -3.267677e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72686 members 
Mstep: Class 2 contains 162116 members 
Entering Unmasked Estep 
Score: -32676782.000000 Penalty: 6133.783203
	Iteration 280F: 3 clusters Score -3.267678e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72739 members 
Mstep: Class 2 contains 162063 members 
Entering Unmasked Estep 
Score: -32676746.000000 Penalty: 6133.783203
	Iteration 281Q: 3 clusters Score -3.267675e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72793 members 
Mstep: Class 2 contains 162009 members 
Entering Unmasked Estep 
Score: -32676766.000000 Penalty: 6133.783203
	Iteration 282Q: 3 clusters Score -3.267677e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72843 members 
Mstep: Class 2 contains 161959 members 
Entering Unmasked Estep 
Score: -32676742.000000 Penalty: 6133.783203
	Iteration 283Q: 3 clusters Score -3.267674e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72892 members 
Mstep: Class 2 contains 161910 members 
Entering Unmasked Estep 
Score: -32676760.000000 Penalty: 6133.783203
	Iteration 284Q: 3 clusters Score -3.267676e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72936 members 
Mstep: Class 2 contains 161866 members 
Entering Unmasked Estep 
Score: -32676788.000000 Penalty: 6133.783203
	Iteration 285Q: 3 clusters Score -3.267679e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72988 members 
Mstep: Class 2 contains 161814 members 
Entering Unmasked Estep 
Score: -32676778.000000 Penalty: 6133.783203
	Iteration 286Q: 3 clusters Score -3.267678e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73027 members 
Mstep: Class 2 contains 161775 members 
Entering Unmasked Estep 
Score: -32676804.000000 Penalty: 6133.783203
	Iteration 287Q: 3 clusters Score -3.26768e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73077 members 
Mstep: Class 2 contains 161725 members 
Entering Unmasked Estep 
Score: -32676788.000000 Penalty: 6133.783203
	Iteration 288Q: 3 clusters Score -3.267679e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73122 members 
Mstep: Class 2 contains 161680 members 
Entering Unmasked Estep 
Score: -32676776.000000 Penalty: 6133.783203
	Iteration 289Q: 3 clusters Score -3.267678e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 161639 members 
Entering Unmasked Estep 
Score: -32676800.000000 Penalty: 6133.783203
	Iteration 290Q: 3 clusters Score -3.26768e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 161606 members 
Entering Unmasked Estep 
Score: -32676792.000000 Penalty: 6133.783203
	Iteration 291Q: 3 clusters Score -3.267679e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73230 members 
Mstep: Class 2 contains 161572 members 
Entering Unmasked Estep 
Score: -32676760.000000 Penalty: 6133.783203
	Iteration 292Q: 3 clusters Score -3.267676e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73263 members 
Mstep: Class 2 contains 161539 members 
Entering Unmasked Estep 
Score: -32676754.000000 Penalty: 6133.783203
	Iteration 293Q: 3 clusters Score -3.267675e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73297 members 
Mstep: Class 2 contains 161505 members 
Entering Unmasked Estep 
Score: -32676760.000000 Penalty: 6133.783203
	Iteration 294Q: 3 clusters Score -3.267676e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 161472 members 
Entering Unmasked Estep 
Score: -32676756.000000 Penalty: 6133.783203
	Iteration 295Q: 3 clusters Score -3.267676e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Mstep: Class 2 contains 161437 members 
Entering Unmasked Estep 
Score: -32676738.000000 Penalty: 6133.783203
	Iteration 296Q: 3 clusters Score -3.267674e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73397 members 
Mstep: Class 2 contains 161405 members 
Entering Unmasked Estep 
Score: -32676726.000000 Penalty: 6133.783203
	Iteration 297Q: 3 clusters Score -3.267673e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73438 members 
Mstep: Class 2 contains 161364 members 
Entering Unmasked Estep 
Score: -32676740.000000 Penalty: 6133.783203
	Iteration 298Q: 3 clusters Score -3.267674e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73474 members 
Mstep: Class 2 contains 161328 members 
Entering Unmasked Estep 
Score: -32676752.000000 Penalty: 6133.783203
	Iteration 299Q: 3 clusters Score -3.267675e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73506 members 
Mstep: Class 2 contains 161296 members 
Entering Unmasked Estep 
Score: -32676772.000000 Penalty: 6133.783203
	Iteration 300F: 3 clusters Score -3.267677e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73531 members 
Mstep: Class 2 contains 161271 members 
Entering Unmasked Estep 
Score: -32676764.000000 Penalty: 6133.783203
	Iteration 301Q: 3 clusters Score -3.267676e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73555 members 
Mstep: Class 2 contains 161247 members 
Entering Unmasked Estep 
Score: -32676758.000000 Penalty: 6133.783203
	Iteration 302Q: 3 clusters Score -3.267676e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73592 members 
Mstep: Class 2 contains 161210 members 
Entering Unmasked Estep 
Score: -32676758.000000 Penalty: 6133.783203
	Iteration 303Q: 3 clusters Score -3.267676e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73639 members 
Mstep: Class 2 contains 161163 members 
Entering Unmasked Estep 
Score: -32676752.000000 Penalty: 6133.783203
	Iteration 304Q: 3 clusters Score -3.267675e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73689 members 
Mstep: Class 2 contains 161113 members 
Entering Unmasked Estep 
Score: -32676770.000000 Penalty: 6133.783203
	Iteration 305Q: 3 clusters Score -3.267677e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73733 members 
Mstep: Class 2 contains 161069 members 
Entering Unmasked Estep 
Score: -32676756.000000 Penalty: 6133.783203
	Iteration 306Q: 3 clusters Score -3.267676e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 161030 members 
Entering Unmasked Estep 
Score: -32676736.000000 Penalty: 6133.783203
	Iteration 307Q: 3 clusters Score -3.267674e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73815 members 
Mstep: Class 2 contains 160987 members 
Entering Unmasked Estep 
Score: -32676744.000000 Penalty: 6133.783203
	Iteration 308Q: 3 clusters Score -3.267674e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73862 members 
Mstep: Class 2 contains 160940 members 
Entering Unmasked Estep 
Score: -32676754.000000 Penalty: 6133.783203
	Iteration 309Q: 3 clusters Score -3.267675e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73909 members 
Mstep: Class 2 contains 160893 members 
Entering Unmasked Estep 
Score: -32676754.000000 Penalty: 6133.783203
	Iteration 310Q: 3 clusters Score -3.267675e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73951 members 
Mstep: Class 2 contains 160851 members 
Entering Unmasked Estep 
Score: -32676770.000000 Penalty: 6133.783203
	Iteration 311Q: 3 clusters Score -3.267677e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73998 members 
Mstep: Class 2 contains 160804 members 
Entering Unmasked Estep 
Score: -32676768.000000 Penalty: 6133.783203
	Iteration 312Q: 3 clusters Score -3.267677e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 160763 members 
Entering Unmasked Estep 
Score: -32676784.000000 Penalty: 6133.783203
	Iteration 313Q: 3 clusters Score -3.267678e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74082 members 
Mstep: Class 2 contains 160720 members 
Entering Unmasked Estep 
Score: -32676752.000000 Penalty: 6133.783203
	Iteration 314Q: 3 clusters Score -3.267675e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74121 members 
Mstep: Class 2 contains 160681 members 
Entering Unmasked Estep 
Score: -32676744.000000 Penalty: 6133.783203
	Iteration 315Q: 3 clusters Score -3.267674e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74153 members 
Mstep: Class 2 contains 160649 members 
Entering Unmasked Estep 
Score: -32676740.000000 Penalty: 6133.783203
	Iteration 316Q: 3 clusters Score -3.267674e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74177 members 
Mstep: Class 2 contains 160625 members 
Entering Unmasked Estep 
Score: -32676764.000000 Penalty: 6133.783203
	Iteration 317Q: 3 clusters Score -3.267676e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 160597 members 
Entering Unmasked Estep 
Score: -32676764.000000 Penalty: 6133.783203
	Iteration 318Q: 3 clusters Score -3.267676e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74228 members 
Mstep: Class 2 contains 160574 members 
Entering Unmasked Estep 
Score: -32676778.000000 Penalty: 6133.783203
	Iteration 319Q: 3 clusters Score -3.267678e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74247 members 
Mstep: Class 2 contains 160555 members 
Entering Unmasked Estep 
Score: -32676802.000000 Penalty: 6133.783203
	Iteration 320F: 3 clusters Score -3.26768e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 160532 members 
Entering Unmasked Estep 
Score: -32676798.000000 Penalty: 6133.783203
	Iteration 321Q: 3 clusters Score -3.26768e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74295 members 
Mstep: Class 2 contains 160507 members 
Entering Unmasked Estep 
Score: -32676780.000000 Penalty: 6133.783203
	Iteration 322Q: 3 clusters Score -3.267678e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74322 members 
Mstep: Class 2 contains 160480 members 
Entering Unmasked Estep 
Score: -32676810.000000 Penalty: 6133.783203
	Iteration 323Q: 3 clusters Score -3.267681e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74351 members 
Mstep: Class 2 contains 160451 members 
Entering Unmasked Estep 
Score: -32676784.000000 Penalty: 6133.783203
	Iteration 324Q: 3 clusters Score -3.267678e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74378 members 
Mstep: Class 2 contains 160424 members 
Entering Unmasked Estep 
Score: -32676772.000000 Penalty: 6133.783203
	Iteration 325Q: 3 clusters Score -3.267677e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74410 members 
Mstep: Class 2 contains 160392 members 
Entering Unmasked Estep 
Score: -32676770.000000 Penalty: 6133.783203
	Iteration 326Q: 3 clusters Score -3.267677e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74447 members 
Mstep: Class 2 contains 160355 members 
Entering Unmasked Estep 
Score: -32676796.000000 Penalty: 6133.783203
	Iteration 327Q: 3 clusters Score -3.26768e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74488 members 
Mstep: Class 2 contains 160314 members 
Entering Unmasked Estep 
Score: -32676814.000000 Penalty: 6133.783203
	Iteration 328Q: 3 clusters Score -3.267681e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74530 members 
Mstep: Class 2 contains 160272 members 
Entering Unmasked Estep 
Score: -32676796.000000 Penalty: 6133.783203
	Iteration 329Q: 3 clusters Score -3.26768e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74572 members 
Mstep: Class 2 contains 160230 members 
Entering Unmasked Estep 
Score: -32676806.000000 Penalty: 6133.783203
	Iteration 330Q: 3 clusters Score -3.267681e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74609 members 
Mstep: Class 2 contains 160193 members 
Entering Unmasked Estep 
Score: -32676822.000000 Penalty: 6133.783203
	Iteration 331Q: 3 clusters Score -3.267682e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 160152 members 
Entering Unmasked Estep 
Score: -32676794.000000 Penalty: 6133.783203
	Iteration 332Q: 3 clusters Score -3.267679e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 160105 members 
Entering Unmasked Estep 
Score: -32676794.000000 Penalty: 6133.783203
	Iteration 333Q: 3 clusters Score -3.267679e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74754 members 
Mstep: Class 2 contains 160048 members 
Entering Unmasked Estep 
Score: -32676820.000000 Penalty: 6133.783203
	Iteration 334Q: 3 clusters Score -3.267682e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74808 members 
Mstep: Class 2 contains 159994 members 
Entering Unmasked Estep 
Score: -32676810.000000 Penalty: 6133.783203
	Iteration 335Q: 3 clusters Score -3.267681e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74855 members 
Mstep: Class 2 contains 159947 members 
Entering Unmasked Estep 
Score: -32676768.000000 Penalty: 6133.783203
	Iteration 336Q: 3 clusters Score -3.267677e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74906 members 
Mstep: Class 2 contains 159896 members 
Entering Unmasked Estep 
Score: -32676786.000000 Penalty: 6133.783203
	Iteration 337Q: 3 clusters Score -3.267679e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74958 members 
Mstep: Class 2 contains 159844 members 
Entering Unmasked Estep 
Score: -32676782.000000 Penalty: 6133.783203
	Iteration 338Q: 3 clusters Score -3.267678e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 159798 members 
Entering Unmasked Estep 
Score: -32676734.000000 Penalty: 6133.783203
	Iteration 339Q: 3 clusters Score -3.267673e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75061 members 
Mstep: Class 2 contains 159741 members 
Entering Unmasked Estep 
Score: -32676750.000000 Penalty: 6133.783203
	Iteration 340F: 3 clusters Score -3.267675e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75099 members 
Mstep: Class 2 contains 159703 members 
Entering Unmasked Estep 
Score: -32676768.000000 Penalty: 6133.783203
	Iteration 341Q: 3 clusters Score -3.267677e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75132 members 
Mstep: Class 2 contains 159670 members 
Entering Unmasked Estep 
Score: -32676738.000000 Penalty: 6133.783203
	Iteration 342Q: 3 clusters Score -3.267674e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75166 members 
Mstep: Class 2 contains 159636 members 
Entering Unmasked Estep 
Score: -32676718.000000 Penalty: 6133.783203
	Iteration 343Q: 3 clusters Score -3.267672e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 159591 members 
Entering Unmasked Estep 
Score: -32676718.000000 Penalty: 6133.783203
	Iteration 344Q: 3 clusters Score -3.267672e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75259 members 
Mstep: Class 2 contains 159543 members 
Entering Unmasked Estep 
Score: -32676764.000000 Penalty: 6133.783203
	Iteration 345Q: 3 clusters Score -3.267676e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75315 members 
Mstep: Class 2 contains 159487 members 
Entering Unmasked Estep 
Score: -32676794.000000 Penalty: 6133.783203
	Iteration 346Q: 3 clusters Score -3.267679e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 159431 members 
Entering Unmasked Estep 
Score: -32676796.000000 Penalty: 6133.783203
	Iteration 347Q: 3 clusters Score -3.26768e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75436 members 
Mstep: Class 2 contains 159366 members 
Entering Unmasked Estep 
Score: -32676816.000000 Penalty: 6133.783203
	Iteration 348Q: 3 clusters Score -3.267682e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 159302 members 
Entering Unmasked Estep 
Score: -32676764.000000 Penalty: 6133.783203
	Iteration 349Q: 3 clusters Score -3.267676e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75555 members 
Mstep: Class 2 contains 159247 members 
Entering Unmasked Estep 
Score: -32676754.000000 Penalty: 6133.783203
	Iteration 350Q: 3 clusters Score -3.267675e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75614 members 
Mstep: Class 2 contains 159188 members 
Entering Unmasked Estep 
Score: -32676750.000000 Penalty: 6133.783203
	Iteration 351Q: 3 clusters Score -3.267675e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 159124 members 
Entering Unmasked Estep 
Score: -32676726.000000 Penalty: 6133.783203
	Iteration 352Q: 3 clusters Score -3.267673e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75736 members 
Mstep: Class 2 contains 159066 members 
Entering Unmasked Estep 
Score: -32676716.000000 Penalty: 6133.783203
	Iteration 353Q: 3 clusters Score -3.267672e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75789 members 
Mstep: Class 2 contains 159013 members 
Entering Unmasked Estep 
Score: -32676692.000000 Penalty: 6133.783203
	Iteration 354Q: 3 clusters Score -3.267669e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75837 members 
Mstep: Class 2 contains 158965 members 
Entering Unmasked Estep 
Score: -32676668.000000 Penalty: 6133.783203
	Iteration 355Q: 3 clusters Score -3.267667e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75892 members 
Mstep: Class 2 contains 158910 members 
Entering Unmasked Estep 
Score: -32676670.000000 Penalty: 6133.783203
	Iteration 356Q: 3 clusters Score -3.267667e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Mstep: Class 2 contains 158856 members 
Entering Unmasked Estep 
Score: -32676652.000000 Penalty: 6133.783203
	Iteration 357Q: 3 clusters Score -3.267665e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76005 members 
Mstep: Class 2 contains 158797 members 
Entering Unmasked Estep 
Score: -32676652.000000 Penalty: 6133.783203
	Iteration 358Q: 3 clusters Score -3.267665e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 158732 members 
Entering Unmasked Estep 
Score: -32676636.000000 Penalty: 6133.783203
	Iteration 359Q: 3 clusters Score -3.267664e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76112 members 
Mstep: Class 2 contains 158690 members 
Entering Unmasked Estep 
Score: -32676646.000000 Penalty: 6133.783203
	Iteration 360F: 3 clusters Score -3.267665e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76165 members 
Mstep: Class 2 contains 158637 members 
Entering Unmasked Estep 
Score: -32676638.000000 Penalty: 6133.783203
	Iteration 361Q: 3 clusters Score -3.267664e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 158579 members 
Entering Unmasked Estep 
Score: -32676614.000000 Penalty: 6133.783203
	Iteration 362Q: 3 clusters Score -3.267661e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76287 members 
Mstep: Class 2 contains 158515 members 
Entering Unmasked Estep 
Score: -32676600.000000 Penalty: 6133.783203
	Iteration 363Q: 3 clusters Score -3.26766e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76343 members 
Mstep: Class 2 contains 158459 members 
Entering Unmasked Estep 
Score: -32676610.000000 Penalty: 6133.783203
	Iteration 364Q: 3 clusters Score -3.267661e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76399 members 
Mstep: Class 2 contains 158403 members 
Entering Unmasked Estep 
Score: -32676574.000000 Penalty: 6133.783203
	Iteration 365Q: 3 clusters Score -3.267657e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76460 members 
Mstep: Class 2 contains 158342 members 
Entering Unmasked Estep 
Score: -32676602.000000 Penalty: 6133.783203
	Iteration 366Q: 3 clusters Score -3.26766e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76518 members 
Mstep: Class 2 contains 158284 members 
Entering Unmasked Estep 
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	Iteration 367Q: 3 clusters Score -3.26766e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 158238 members 
Entering Unmasked Estep 
Score: -32676614.000000 Penalty: 6133.783203
	Iteration 368Q: 3 clusters Score -3.267661e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76611 members 
Mstep: Class 2 contains 158191 members 
Entering Unmasked Estep 
Score: -32676622.000000 Penalty: 6133.783203
	Iteration 369Q: 3 clusters Score -3.267662e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76645 members 
Mstep: Class 2 contains 158157 members 
Entering Unmasked Estep 
Score: -32676636.000000 Penalty: 6133.783203
	Iteration 370Q: 3 clusters Score -3.267664e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76670 members 
Mstep: Class 2 contains 158132 members 
Entering Unmasked Estep 
Score: -32676642.000000 Penalty: 6133.783203
	Iteration 371Q: 3 clusters Score -3.267664e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 158101 members 
Entering Unmasked Estep 
Score: -32676626.000000 Penalty: 6133.783203
	Iteration 372Q: 3 clusters Score -3.267663e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 158077 members 
Entering Unmasked Estep 
Score: -32676620.000000 Penalty: 6133.783203
	Iteration 373Q: 3 clusters Score -3.267662e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76754 members 
Mstep: Class 2 contains 158048 members 
Entering Unmasked Estep 
Score: -32676638.000000 Penalty: 6133.783203
	Iteration 374Q: 3 clusters Score -3.267664e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76778 members 
Mstep: Class 2 contains 158024 members 
Entering Unmasked Estep 
Score: -32676634.000000 Penalty: 6133.783203
	Iteration 375Q: 3 clusters Score -3.267663e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76806 members 
Mstep: Class 2 contains 157996 members 
Entering Unmasked Estep 
Score: -32676664.000000 Penalty: 6133.783203
	Iteration 376Q: 3 clusters Score -3.267666e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76838 members 
Mstep: Class 2 contains 157964 members 
Entering Unmasked Estep 
Score: -32676660.000000 Penalty: 6133.783203
	Iteration 377Q: 3 clusters Score -3.267666e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 157937 members 
Entering Unmasked Estep 
Score: -32676636.000000 Penalty: 6133.783203
	Iteration 378Q: 3 clusters Score -3.267664e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76895 members 
Mstep: Class 2 contains 157907 members 
Entering Unmasked Estep 
Score: -32676656.000000 Penalty: 6133.783203
	Iteration 379Q: 3 clusters Score -3.267666e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Mstep: Class 2 contains 157873 members 
Entering Unmasked Estep 
Score: -32676656.000000 Penalty: 6133.783203
	Iteration 380F: 3 clusters Score -3.267666e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76962 members 
Mstep: Class 2 contains 157840 members 
Entering Unmasked Estep 
Score: -32676656.000000 Penalty: 6133.783203
	Iteration 381Q: 3 clusters Score -3.267666e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77000 members 
Mstep: Class 2 contains 157802 members 
Entering Unmasked Estep 
Score: -32676656.000000 Penalty: 6133.783203
	Iteration 382Q: 3 clusters Score -3.267666e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77036 members 
Mstep: Class 2 contains 157766 members 
Entering Unmasked Estep 
Score: -32676652.000000 Penalty: 6133.783203
	Iteration 383Q: 3 clusters Score -3.267665e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77081 members 
Mstep: Class 2 contains 157721 members 
Entering Unmasked Estep 
Score: -32676656.000000 Penalty: 6133.783203
	Iteration 384Q: 3 clusters Score -3.267666e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 157675 members 
Entering Unmasked Estep 
Score: -32676676.000000 Penalty: 6133.783203
	Iteration 385Q: 3 clusters Score -3.267668e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77177 members 
Mstep: Class 2 contains 157625 members 
Entering Unmasked Estep 
Score: -32676646.000000 Penalty: 6133.783203
	Iteration 386Q: 3 clusters Score -3.267665e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77234 members 
Mstep: Class 2 contains 157568 members 
Entering Unmasked Estep 
Score: -32676654.000000 Penalty: 6133.783203
	Iteration 387Q: 3 clusters Score -3.267665e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77289 members 
Mstep: Class 2 contains 157513 members 
Entering Unmasked Estep 
Score: -32676630.000000 Penalty: 6133.783203
	Iteration 388Q: 3 clusters Score -3.267663e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77340 members 
Mstep: Class 2 contains 157462 members 
Entering Unmasked Estep 
Score: -32676636.000000 Penalty: 6133.783203
	Iteration 389Q: 3 clusters Score -3.267664e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77393 members 
Mstep: Class 2 contains 157409 members 
Entering Unmasked Estep 
Score: -32676646.000000 Penalty: 6133.783203
	Iteration 390Q: 3 clusters Score -3.267665e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77444 members 
Mstep: Class 2 contains 157358 members 
Entering Unmasked Estep 
Score: -32676646.000000 Penalty: 6133.783203
	Iteration 391Q: 3 clusters Score -3.267665e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 157312 members 
Entering Unmasked Estep 
Score: -32676622.000000 Penalty: 6133.783203
	Iteration 392Q: 3 clusters Score -3.267662e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77538 members 
Mstep: Class 2 contains 157264 members 
Entering Unmasked Estep 
Score: -32676634.000000 Penalty: 6133.783203
	Iteration 393Q: 3 clusters Score -3.267663e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77585 members 
Mstep: Class 2 contains 157217 members 
Entering Unmasked Estep 
Score: -32676650.000000 Penalty: 6133.783203
	Iteration 394Q: 3 clusters Score -3.267665e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 157190 members 
Entering Unmasked Estep 
Score: -32676646.000000 Penalty: 6133.783203
	Iteration 395Q: 3 clusters Score -3.267665e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77635 members 
Mstep: Class 2 contains 157167 members 
Entering Unmasked Estep 
Score: -32676658.000000 Penalty: 6133.783203
	Iteration 396Q: 3 clusters Score -3.267666e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77655 members 
Mstep: Class 2 contains 157147 members 
Entering Unmasked Estep 
Score: -32676654.000000 Penalty: 6133.783203
	Iteration 397Q: 3 clusters Score -3.267665e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 157124 members 
Entering Unmasked Estep 
Score: -32676644.000000 Penalty: 6133.783203
	Iteration 398Q: 3 clusters Score -3.267664e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77702 members 
Mstep: Class 2 contains 157100 members 
Entering Unmasked Estep 
Score: -32676622.000000 Penalty: 6133.783203
	Iteration 399Q: 3 clusters Score -3.267662e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77719 members 
Mstep: Class 2 contains 157083 members 
Entering Unmasked Estep 
Score: -32676632.000000 Penalty: 6133.783203
	Iteration 400F: 3 clusters Score -3.267663e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77738 members 
Mstep: Class 2 contains 157064 members 
Entering Unmasked Estep 
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	Iteration 401Q: 3 clusters Score -3.267663e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 157052 members 
Entering Unmasked Estep 
Score: -32676660.000000 Penalty: 6133.783203
	Iteration 402Q: 3 clusters Score -3.267666e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77776 members 
Mstep: Class 2 contains 157026 members 
Entering Unmasked Estep 
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	Iteration 403Q: 3 clusters Score -3.267666e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 156998 members 
Entering Unmasked Estep 
Score: -32676650.000000 Penalty: 6133.783203
	Iteration 404Q: 3 clusters Score -3.267665e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77832 members 
Mstep: Class 2 contains 156970 members 
Entering Unmasked Estep 
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	Iteration 405Q: 3 clusters Score -3.267665e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77864 members 
Mstep: Class 2 contains 156938 members 
Entering Unmasked Estep 
Score: -32676638.000000 Penalty: 6133.783203
	Iteration 406Q: 3 clusters Score -3.267664e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77911 members 
Mstep: Class 2 contains 156891 members 
Entering Unmasked Estep 
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	Iteration 407Q: 3 clusters Score -3.267664e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77965 members 
Mstep: Class 2 contains 156837 members 
Entering Unmasked Estep 
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	Iteration 408Q: 3 clusters Score -3.267665e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78014 members 
Mstep: Class 2 contains 156788 members 
Entering Unmasked Estep 
Score: -32676620.000000 Penalty: 6133.783203
	Iteration 409Q: 3 clusters Score -3.267662e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78075 members 
Mstep: Class 2 contains 156727 members 
Entering Unmasked Estep 
Score: -32676640.000000 Penalty: 6133.783203
	Iteration 410Q: 3 clusters Score -3.267664e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78141 members 
Mstep: Class 2 contains 156661 members 
Entering Unmasked Estep 
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	Iteration 411Q: 3 clusters Score -3.267662e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78207 members 
Mstep: Class 2 contains 156595 members 
Entering Unmasked Estep 
Score: -32676634.000000 Penalty: 6133.783203
	Iteration 412Q: 3 clusters Score -3.267663e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78261 members 
Mstep: Class 2 contains 156541 members 
Entering Unmasked Estep 
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	Iteration 413Q: 3 clusters Score -3.267665e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78324 members 
Mstep: Class 2 contains 156478 members 
Entering Unmasked Estep 
Score: -32676632.000000 Penalty: 6133.783203
	Iteration 414Q: 3 clusters Score -3.267663e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78396 members 
Mstep: Class 2 contains 156406 members 
Entering Unmasked Estep 
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	Iteration 415Q: 3 clusters Score -3.267664e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78464 members 
Mstep: Class 2 contains 156338 members 
Entering Unmasked Estep 
Score: -32676640.000000 Penalty: 6133.783203
	Iteration 416Q: 3 clusters Score -3.267664e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78520 members 
Mstep: Class 2 contains 156282 members 
Entering Unmasked Estep 
Score: -32676636.000000 Penalty: 6133.783203
	Iteration 417Q: 3 clusters Score -3.267664e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78571 members 
Mstep: Class 2 contains 156231 members 
Entering Unmasked Estep 
Score: -32676660.000000 Penalty: 6133.783203
	Iteration 418Q: 3 clusters Score -3.267666e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78634 members 
Mstep: Class 2 contains 156168 members 
Entering Unmasked Estep 
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	Iteration 419Q: 3 clusters Score -3.267665e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78692 members 
Mstep: Class 2 contains 156110 members 
Entering Unmasked Estep 
Score: -32676674.000000 Penalty: 6133.783203
	Iteration 420F: 3 clusters Score -3.267667e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78741 members 
Mstep: Class 2 contains 156061 members 
Entering Unmasked Estep 
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	Iteration 421Q: 3 clusters Score -3.26766e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78782 members 
Mstep: Class 2 contains 156020 members 
Entering Unmasked Estep 
Score: -32676582.000000 Penalty: 6133.783203
	Iteration 422Q: 3 clusters Score -3.267658e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78831 members 
Mstep: Class 2 contains 155971 members 
Entering Unmasked Estep 
Score: -32676594.000000 Penalty: 6133.783203
	Iteration 423Q: 3 clusters Score -3.267659e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 155914 members 
Entering Unmasked Estep 
Score: -32676610.000000 Penalty: 6133.783203
	Iteration 424Q: 3 clusters Score -3.267661e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 155861 members 
Entering Unmasked Estep 
Score: -32676614.000000 Penalty: 6133.783203
	Iteration 425Q: 3 clusters Score -3.267661e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78991 members 
Mstep: Class 2 contains 155811 members 
Entering Unmasked Estep 
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	Iteration 426Q: 3 clusters Score -3.267661e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79035 members 
Mstep: Class 2 contains 155767 members 
Entering Unmasked Estep 
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	Iteration 427Q: 3 clusters Score -3.267658e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 155715 members 
Entering Unmasked Estep 
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	Iteration 428Q: 3 clusters Score -3.267658e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 155658 members 
Entering Unmasked Estep 
Score: -32676574.000000 Penalty: 6133.783203
	Iteration 429Q: 3 clusters Score -3.267657e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 155596 members 
Entering Unmasked Estep 
Score: -32676588.000000 Penalty: 6133.783203
	Iteration 430Q: 3 clusters Score -3.267659e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79256 members 
Mstep: Class 2 contains 155546 members 
Entering Unmasked Estep 
Score: -32676584.000000 Penalty: 6133.783203
	Iteration 431Q: 3 clusters Score -3.267658e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79312 members 
Mstep: Class 2 contains 155490 members 
Entering Unmasked Estep 
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	Iteration 432Q: 3 clusters Score -3.267659e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79354 members 
Mstep: Class 2 contains 155448 members 
Entering Unmasked Estep 
Score: -32676562.000000 Penalty: 6133.783203
	Iteration 433Q: 3 clusters Score -3.267656e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 155411 members 
Entering Unmasked Estep 
Score: -32676582.000000 Penalty: 6133.783203
	Iteration 434Q: 3 clusters Score -3.267658e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79440 members 
Mstep: Class 2 contains 155362 members 
Entering Unmasked Estep 
Score: -32676594.000000 Penalty: 6133.783203
	Iteration 435Q: 3 clusters Score -3.267659e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 155307 members 
Entering Unmasked Estep 
Score: -32676616.000000 Penalty: 6133.783203
	Iteration 436Q: 3 clusters Score -3.267662e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79547 members 
Mstep: Class 2 contains 155255 members 
Entering Unmasked Estep 
Score: -32676600.000000 Penalty: 6133.783203
	Iteration 437Q: 3 clusters Score -3.26766e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79599 members 
Mstep: Class 2 contains 155203 members 
Entering Unmasked Estep 
Score: -32676612.000000 Penalty: 6133.783203
	Iteration 438Q: 3 clusters Score -3.267661e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 155161 members 
Entering Unmasked Estep 
Score: -32676634.000000 Penalty: 6133.783203
	Iteration 439Q: 3 clusters Score -3.267663e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79705 members 
Mstep: Class 2 contains 155097 members 
Entering Unmasked Estep 
Score: -32676642.000000 Penalty: 6133.783203
	Iteration 440F: 3 clusters Score -3.267664e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79769 members 
Mstep: Class 2 contains 155033 members 
Entering Unmasked Estep 
Score: -32676638.000000 Penalty: 6133.783203
	Iteration 441Q: 3 clusters Score -3.267664e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 154963 members 
Entering Unmasked Estep 
Score: -32676632.000000 Penalty: 6133.783203
	Iteration 442Q: 3 clusters Score -3.267663e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79914 members 
Mstep: Class 2 contains 154888 members 
Entering Unmasked Estep 
Score: -32676654.000000 Penalty: 6133.783203
	Iteration 443Q: 3 clusters Score -3.267665e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79982 members 
Mstep: Class 2 contains 154820 members 
Entering Unmasked Estep 
Score: -32676638.000000 Penalty: 6133.783203
	Iteration 444Q: 3 clusters Score -3.267664e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Mstep: Class 2 contains 154750 members 
Entering Unmasked Estep 
Score: -32676658.000000 Penalty: 6133.783203
	Iteration 445Q: 3 clusters Score -3.267666e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80114 members 
Mstep: Class 2 contains 154688 members 
Entering Unmasked Estep 
Score: -32676706.000000 Penalty: 6133.783203
	Iteration 446Q: 3 clusters Score -3.267671e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80170 members 
Mstep: Class 2 contains 154632 members 
Entering Unmasked Estep 
Score: -32676734.000000 Penalty: 6133.783203
	Iteration 447Q: 3 clusters Score -3.267673e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80238 members 
Mstep: Class 2 contains 154564 members 
Entering Unmasked Estep 
Score: -32676716.000000 Penalty: 6133.783203
	Iteration 448Q: 3 clusters Score -3.267672e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80289 members 
Mstep: Class 2 contains 154513 members 
Entering Unmasked Estep 
Score: -32676690.000000 Penalty: 6133.783203
	Iteration 449Q: 3 clusters Score -3.267669e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 154441 members 
Entering Unmasked Estep 
Score: -32676742.000000 Penalty: 6133.783203
	Iteration 450Q: 3 clusters Score -3.267674e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 154376 members 
Entering Unmasked Estep 
Score: -32676700.000000 Penalty: 6133.783203
	Iteration 451Q: 3 clusters Score -3.26767e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80486 members 
Mstep: Class 2 contains 154316 members 
Entering Unmasked Estep 
Score: -32676712.000000 Penalty: 6133.783203
	Iteration 452Q: 3 clusters Score -3.267671e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80536 members 
Mstep: Class 2 contains 154266 members 
Entering Unmasked Estep 
Score: -32676732.000000 Penalty: 6133.783203
	Iteration 453Q: 3 clusters Score -3.267673e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80573 members 
Mstep: Class 2 contains 154229 members 
Entering Unmasked Estep 
Score: -32676712.000000 Penalty: 6133.783203
	Iteration 454Q: 3 clusters Score -3.267671e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80604 members 
Mstep: Class 2 contains 154198 members 
Entering Unmasked Estep 
Score: -32676750.000000 Penalty: 6133.783203
	Iteration 455Q: 3 clusters Score -3.267675e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 154171 members 
Entering Unmasked Estep 
Score: -32676738.000000 Penalty: 6133.783203
	Iteration 456Q: 3 clusters Score -3.267674e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80674 members 
Mstep: Class 2 contains 154128 members 
Entering Unmasked Estep 
Score: -32676752.000000 Penalty: 6133.783203
	Iteration 457Q: 3 clusters Score -3.267675e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 154082 members 
Entering Unmasked Estep 
Score: -32676758.000000 Penalty: 6133.783203
	Iteration 458Q: 3 clusters Score -3.267676e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80769 members 
Mstep: Class 2 contains 154033 members 
Entering Unmasked Estep 
Score: -32676698.000000 Penalty: 6133.783203
	Iteration 459Q: 3 clusters Score -3.26767e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80820 members 
Mstep: Class 2 contains 153982 members 
Entering Unmasked Estep 
Score: -32676674.000000 Penalty: 6133.783203
	Iteration 460F: 3 clusters Score -3.267667e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80866 members 
Mstep: Class 2 contains 153936 members 
Entering Unmasked Estep 
Score: -32676708.000000 Penalty: 6133.783203
	Iteration 461Q: 3 clusters Score -3.267671e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80909 members 
Mstep: Class 2 contains 153893 members 
Entering Unmasked Estep 
Score: -32676726.000000 Penalty: 6133.783203
	Iteration 462Q: 3 clusters Score -3.267673e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80954 members 
Mstep: Class 2 contains 153848 members 
Entering Unmasked Estep 
Score: -32676694.000000 Penalty: 6133.783203
	Iteration 463Q: 3 clusters Score -3.267669e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81001 members 
Mstep: Class 2 contains 153801 members 
Entering Unmasked Estep 
Score: -32676682.000000 Penalty: 6133.783203
	Iteration 464Q: 3 clusters Score -3.267668e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81054 members 
Mstep: Class 2 contains 153748 members 
Entering Unmasked Estep 
Score: -32676628.000000 Penalty: 6133.783203
	Iteration 465Q: 3 clusters Score -3.267663e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 153675 members 
Entering Unmasked Estep 
Score: -32676622.000000 Penalty: 6133.783203
	Iteration 466Q: 3 clusters Score -3.267662e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 153603 members 
Entering Unmasked Estep 
Score: -32676590.000000 Penalty: 6133.783203
	Iteration 467Q: 3 clusters Score -3.267659e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81277 members 
Mstep: Class 2 contains 153525 members 
Entering Unmasked Estep 
Score: -32676554.000000 Penalty: 6133.783203
	Iteration 468Q: 3 clusters Score -3.267655e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81353 members 
Mstep: Class 2 contains 153449 members 
Entering Unmasked Estep 
Score: -32676562.000000 Penalty: 6133.783203
	Iteration 469Q: 3 clusters Score -3.267656e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81447 members 
Mstep: Class 2 contains 153355 members 
Entering Unmasked Estep 
Score: -32676596.000000 Penalty: 6133.783203
	Iteration 470Q: 3 clusters Score -3.26766e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 153257 members 
Entering Unmasked Estep 
Score: -32676602.000000 Penalty: 6133.783203
	Iteration 471Q: 3 clusters Score -3.26766e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81639 members 
Mstep: Class 2 contains 153163 members 
Entering Unmasked Estep 
Score: -32676574.000000 Penalty: 6133.783203
	Iteration 472Q: 3 clusters Score -3.267657e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81736 members 
Mstep: Class 2 contains 153066 members 
Entering Unmasked Estep 
Score: -32676562.000000 Penalty: 6133.783203
	Iteration 473Q: 3 clusters Score -3.267656e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81826 members 
Mstep: Class 2 contains 152976 members 
Entering Unmasked Estep 
Score: -32676548.000000 Penalty: 6133.783203
	Iteration 474Q: 3 clusters Score -3.267655e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81942 members 
Mstep: Class 2 contains 152860 members 
Entering Unmasked Estep 
Score: -32676540.000000 Penalty: 6133.783203
	Iteration 475Q: 3 clusters Score -3.267654e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82051 members 
Mstep: Class 2 contains 152751 members 
Entering Unmasked Estep 
Score: -32676538.000000 Penalty: 6133.783203
	Iteration 476Q: 3 clusters Score -3.267654e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82150 members 
Mstep: Class 2 contains 152652 members 
Entering Unmasked Estep 
Score: -32676514.000000 Penalty: 6133.783203
	Iteration 477Q: 3 clusters Score -3.267651e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 152542 members 
Entering Unmasked Estep 
Score: -32676510.000000 Penalty: 6133.783203
	Iteration 478Q: 3 clusters Score -3.267651e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 152409 members 
Entering Unmasked Estep 
Score: -32676496.000000 Penalty: 6133.783203
	Iteration 479Q: 3 clusters Score -3.26765e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82518 members 
Mstep: Class 2 contains 152284 members 
Entering Unmasked Estep 
Score: -32676470.000000 Penalty: 6133.783203
	Iteration 480F: 3 clusters Score -3.267647e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82637 members 
Mstep: Class 2 contains 152165 members 
Entering Unmasked Estep 
Score: -32676496.000000 Penalty: 6133.783203
	Iteration 481Q: 3 clusters Score -3.26765e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82782 members 
Mstep: Class 2 contains 152020 members 
Entering Unmasked Estep 
Score: -32676496.000000 Penalty: 6133.783203
	Iteration 482Q: 3 clusters Score -3.26765e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82930 members 
Mstep: Class 2 contains 151872 members 
Entering Unmasked Estep 
Score: -32676504.000000 Penalty: 6133.783203
	Iteration 483Q: 3 clusters Score -3.26765e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83084 members 
Mstep: Class 2 contains 151718 members 
Entering Unmasked Estep 
Score: -32676458.000000 Penalty: 6133.783203
	Iteration 484Q: 3 clusters Score -3.267646e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83258 members 
Mstep: Class 2 contains 151544 members 
Entering Unmasked Estep 
Score: -32676488.000000 Penalty: 6133.783203
	Iteration 485Q: 3 clusters Score -3.267649e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83427 members 
Mstep: Class 2 contains 151375 members 
Entering Unmasked Estep 
Score: -32676506.000000 Penalty: 6133.783203
	Iteration 486Q: 3 clusters Score -3.267651e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83592 members 
Mstep: Class 2 contains 151210 members 
Entering Unmasked Estep 
Score: -32676432.000000 Penalty: 6133.783203
	Iteration 487Q: 3 clusters Score -3.267643e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83775 members 
Mstep: Class 2 contains 151027 members 
Entering Unmasked Estep 
Score: -32676436.000000 Penalty: 6133.783203
	Iteration 488Q: 3 clusters Score -3.267644e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83976 members 
Mstep: Class 2 contains 150826 members 
Entering Unmasked Estep 
Score: -32676410.000000 Penalty: 6133.783203
	Iteration 489Q: 3 clusters Score -3.267641e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84175 members 
Mstep: Class 2 contains 150627 members 
Entering Unmasked Estep 
Score: -32676464.000000 Penalty: 6133.783203
	Iteration 490Q: 3 clusters Score -3.267646e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84382 members 
Mstep: Class 2 contains 150420 members 
Entering Unmasked Estep 
Score: -32676400.000000 Penalty: 6133.783203
	Iteration 491Q: 3 clusters Score -3.26764e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84589 members 
Mstep: Class 2 contains 150213 members 
Entering Unmasked Estep 
Score: -32676400.000000 Penalty: 6133.783203
	Iteration 492Q: 3 clusters Score -3.26764e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84804 members 
Mstep: Class 2 contains 149998 members 
Entering Unmasked Estep 
Score: -32676326.000000 Penalty: 6133.783203
	Iteration 493Q: 3 clusters Score -3.267633e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85026 members 
Mstep: Class 2 contains 149776 members 
Entering Unmasked Estep 
Score: -32676318.000000 Penalty: 6133.783203
	Iteration 494Q: 3 clusters Score -3.267632e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85280 members 
Mstep: Class 2 contains 149522 members 
Entering Unmasked Estep 
Score: -32676366.000000 Penalty: 6133.783203
	Iteration 495Q: 3 clusters Score -3.267637e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85511 members 
Mstep: Class 2 contains 149291 members 
Entering Unmasked Estep 
Score: -32676418.000000 Penalty: 6133.783203
	Iteration 496Q: 3 clusters Score -3.267642e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 149026 members 
Entering Unmasked Estep 
Score: -32676348.000000 Penalty: 6133.783203
	Iteration 497Q: 3 clusters Score -3.267635e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86032 members 
Mstep: Class 2 contains 148770 members 
Entering Unmasked Estep 
Score: -32676406.000000 Penalty: 6133.783203
	Iteration 498Q: 3 clusters Score -3.267641e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86301 members 
Mstep: Class 2 contains 148501 members 
Entering Unmasked Estep 
Score: -32676420.000000 Penalty: 6133.783203
	Iteration 499Q: 3 clusters Score -3.267642e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86587 members 
Mstep: Class 2 contains 148215 members 
Entering Unmasked Estep 
Score: -32676342.000000 Penalty: 6133.783203
	Iteration 500F: 3 clusters Score -3.267634e+07 nChanged 352
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 13 (42494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42494 members 
Entering Unmasked Estep 
Score: -5728527.000000 Penalty: 2642.965332
	Iteration 0F: 2 clusters Score -5728527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -5699812.000000 Penalty: 5285.930664
	Iteration 0F: 3 clusters Score -5699812 nChanged 19353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -5710258.000000 Penalty: 5285.930664
	Iteration 1F: 3 clusters Score -5710258 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -5710723.000000 Penalty: 5285.930664
	Iteration 2Q: 3 clusters Score -5710723 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -5711080.500000 Penalty: 5285.930664
	Iteration 3Q: 3 clusters Score -5711080 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -5711368.000000 Penalty: 5285.930664
	Iteration 4Q: 3 clusters Score -5711368 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -5711666.500000 Penalty: 5285.930664
	Iteration 5Q: 3 clusters Score -5711666 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -5711975.500000 Penalty: 5285.930664
	Iteration 6Q: 3 clusters Score -5711976 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -5712330.000000 Penalty: 5285.930664
	Iteration 7Q: 3 clusters Score -5712330 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -5712866.500000 Penalty: 5285.930664
	Iteration 8Q: 3 clusters Score -5712866 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -5713604.000000 Penalty: 5285.930664
	Iteration 9Q: 3 clusters Score -5713604 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -5714837.500000 Penalty: 5285.930664
	Iteration 10F: 3 clusters Score -5714838 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -5716569.500000 Penalty: 5285.930664
	Iteration 11F: 3 clusters Score -5716570 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -5718906.000000 Penalty: 5285.930664
	Iteration 12F: 3 clusters Score -5718906 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -5721468.000000 Penalty: 5285.930664
	Iteration 13F: 3 clusters Score -5721468 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -5723606.000000 Penalty: 5285.930664
	Iteration 14F: 3 clusters Score -5723606 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5724919.500000 Penalty: 5285.930664
	Iteration 15Q: 3 clusters Score -5724920 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5725560.000000 Penalty: 5285.930664
	Iteration 16Q: 3 clusters Score -5725560 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5725859.000000 Penalty: 5285.930664
	Iteration 17Q: 3 clusters Score -5725859 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5726017.000000 Penalty: 5285.930664
	Iteration 18Q: 3 clusters Score -5726017 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5726086.000000 Penalty: 5285.930664
	Iteration 19Q: 3 clusters Score -5726086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5726138.000000 Penalty: 5285.930664
	Iteration 20F: 3 clusters Score -5726138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5726177.000000 Penalty: 5285.930664
	Iteration 21Q: 3 clusters Score -5726177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5726198.500000 Penalty: 5285.930664
	Iteration 22Q: 3 clusters Score -5726198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5726230.000000 Penalty: 5285.930664
	Iteration 23Q: 3 clusters Score -5726230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5726236.000000 Penalty: 5285.930664
	Iteration 24Q: 3 clusters Score -5726236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5726242.000000 Penalty: 5285.930664
	Iteration 25Q: 3 clusters Score -5726242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5726245.000000 Penalty: 5285.930664
	Iteration 26Q: 3 clusters Score -5726245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5726245.000000 Penalty: 5285.930664
	Iteration 27F: 3 clusters Score -5726245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -98611.773438 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -98611.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96907.664062 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -96907.66 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -97151.585938 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -97151.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -97212.773438 Penalty: 3274.883545
	Iteration 2Q: 3 clusters Score -97212.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -97261.820312 Penalty: 3274.883545
	Iteration 3Q: 3 clusters Score -97261.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -97289.921875 Penalty: 3274.883545
	Iteration 4Q: 3 clusters Score -97289.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -97298.335938 Penalty: 3274.883545
	Iteration 5Q: 3 clusters Score -97298.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -97307.320312 Penalty: 3274.883545
	Iteration 6Q: 3 clusters Score -97307.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -97314.765625 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -97314.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -97330.093750 Penalty: 3274.883545
	Iteration 8Q: 3 clusters Score -97330.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97338.078125 Penalty: 3274.883545
	Iteration 9Q: 3 clusters Score -97338.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97344.515625 Penalty: 3274.883545
	Iteration 10Q: 3 clusters Score -97344.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -97353.304688 Penalty: 3274.883545
	Iteration 11Q: 3 clusters Score -97353.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -97357.890625 Penalty: 3274.883545
	Iteration 12Q: 3 clusters Score -97357.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -97357.890625 Penalty: 3274.883545
	Iteration 13F: 3 clusters Score -97357.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Entering Unmasked Estep 
Score: -289998.093750 Penalty: 1911.797119
	Iteration 0F: 2 clusters Score -289998.1 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 1125 members 
Entering Unmasked Estep 
Score: -287373.562500 Penalty: 3823.594238
	Iteration 0F: 3 clusters Score -287373.6 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -288052.750000 Penalty: 3823.594238
	Iteration 1F: 3 clusters Score -288052.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -288241.468750 Penalty: 3823.594238
	Iteration 2F: 3 clusters Score -288241.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -288374.875000 Penalty: 3823.594238
	Iteration 3F: 3 clusters Score -288374.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -288473.906250 Penalty: 3823.594238
	Iteration 4Q: 3 clusters Score -288473.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -288563.125000 Penalty: 3823.594238
	Iteration 5Q: 3 clusters Score -288563.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -288621.562500 Penalty: 3823.594238
	Iteration 6Q: 3 clusters Score -288621.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -288678.437500 Penalty: 3823.594238
	Iteration 7Q: 3 clusters Score -288678.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -288733.062500 Penalty: 3823.594238
	Iteration 8Q: 3 clusters Score -288733.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -288772.187500 Penalty: 3823.594238
	Iteration 9Q: 3 clusters Score -288772.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -288817.593750 Penalty: 3823.594238
	Iteration 10Q: 3 clusters Score -288817.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -288855.062500 Penalty: 3823.594238
	Iteration 11Q: 3 clusters Score -288855.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -288872.781250 Penalty: 3823.594238
	Iteration 12Q: 3 clusters Score -288872.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -288888.875000 Penalty: 3823.594238
	Iteration 13Q: 3 clusters Score -288888.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -288902.375000 Penalty: 3823.594238
	Iteration 14Q: 3 clusters Score -288902.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -288919.781250 Penalty: 3823.594238
	Iteration 15Q: 3 clusters Score -288919.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -288938.062500 Penalty: 3823.594238
	Iteration 16Q: 3 clusters Score -288938.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -288946.843750 Penalty: 3823.594238
	Iteration 17Q: 3 clusters Score -288946.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -288955.781250 Penalty: 3823.594238
	Iteration 18Q: 3 clusters Score -288955.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -288960.343750 Penalty: 3823.594238
	Iteration 19Q: 3 clusters Score -288960.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -288965.843750 Penalty: 3823.594238
	Iteration 20F: 3 clusters Score -288965.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -288968.281250 Penalty: 3823.594238
	Iteration 21Q: 3 clusters Score -288968.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -288970.812500 Penalty: 3823.594238
	Iteration 22Q: 3 clusters Score -288970.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -288971.625000 Penalty: 3823.594238
	Iteration 23Q: 3 clusters Score -288971.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -288972.718750 Penalty: 3823.594238
	Iteration 24Q: 3 clusters Score -288972.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -288974.718750 Penalty: 3823.594238
	Iteration 25Q: 3 clusters Score -288974.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -288976.250000 Penalty: 3823.594238
	Iteration 26Q: 3 clusters Score -288976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -288976.250000 Penalty: 3823.594238
	Iteration 27F: 3 clusters Score -288976.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Entering Unmasked Estep 
Score: -1676592.375000 Penalty: 2335.544189
	Iteration 0F: 2 clusters Score -1676592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1667435.250000 Penalty: 4671.088379
	Iteration 0F: 3 clusters Score -1667435 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1670302.500000 Penalty: 4671.088379
	Iteration 1F: 3 clusters Score -1670302 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1670633.375000 Penalty: 4671.088379
	Iteration 2F: 3 clusters Score -1670633 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1670935.375000 Penalty: 4671.088379
	Iteration 3F: 3 clusters Score -1670935 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1671282.125000 Penalty: 4671.088379
	Iteration 4Q: 3 clusters Score -1671282 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1671684.625000 Penalty: 4671.088379
	Iteration 5F: 3 clusters Score -1671685 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1672161.625000 Penalty: 4671.088379
	Iteration 6F: 3 clusters Score -1672162 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1672723.125000 Penalty: 4671.088379
	Iteration 7F: 3 clusters Score -1672723 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1673242.125000 Penalty: 4671.088379
	Iteration 8F: 3 clusters Score -1673242 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1673696.875000 Penalty: 4671.088379
	Iteration 9Q: 3 clusters Score -1673697 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1674021.250000 Penalty: 4671.088379
	Iteration 10Q: 3 clusters Score -1674021 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1674270.625000 Penalty: 4671.088379
	Iteration 11Q: 3 clusters Score -1674271 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1674436.750000 Penalty: 4671.088379
	Iteration 12Q: 3 clusters Score -1674437 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1674544.125000 Penalty: 4671.088379
	Iteration 13Q: 3 clusters Score -1674544 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1674626.875000 Penalty: 4671.088379
	Iteration 14Q: 3 clusters Score -1674627 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1674676.875000 Penalty: 4671.088379
	Iteration 15Q: 3 clusters Score -1674677 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1674706.500000 Penalty: 4671.088379
	Iteration 16Q: 3 clusters Score -1674706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1674735.625000 Penalty: 4671.088379
	Iteration 17Q: 3 clusters Score -1674736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1674764.875000 Penalty: 4671.088379
	Iteration 18Q: 3 clusters Score -1674765 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1674782.500000 Penalty: 4671.088379
	Iteration 19Q: 3 clusters Score -1674782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1674804.250000 Penalty: 4671.088379
	Iteration 20F: 3 clusters Score -1674804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1674817.375000 Penalty: 4671.088379
	Iteration 21Q: 3 clusters Score -1674817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1674833.000000 Penalty: 4671.088379
	Iteration 22Q: 3 clusters Score -1674833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1674838.875000 Penalty: 4671.088379
	Iteration 23Q: 3 clusters Score -1674839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1674850.625000 Penalty: 4671.088379
	Iteration 24Q: 3 clusters Score -1674851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1674861.875000 Penalty: 4671.088379
	Iteration 25Q: 3 clusters Score -1674862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1674864.625000 Penalty: 4671.088379
	Iteration 26Q: 3 clusters Score -1674865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1674870.375000 Penalty: 4671.088379
	Iteration 27Q: 3 clusters Score -1674870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1674873.000000 Penalty: 4671.088379
	Iteration 28Q: 3 clusters Score -1674873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1674875.625000 Penalty: 4671.088379
	Iteration 29Q: 3 clusters Score -1674876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1674875.625000 Penalty: 4671.088379
	Iteration 30Q: 3 clusters Score -1674876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1674876.250000 Penalty: 4671.088379
	Iteration 31Q: 3 clusters Score -1674876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1674879.250000 Penalty: 4671.088379
	Iteration 32Q: 3 clusters Score -1674879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1674883.750000 Penalty: 4671.088379
	Iteration 33Q: 3 clusters Score -1674884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1674890.375000 Penalty: 4671.088379
	Iteration 34Q: 3 clusters Score -1674890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1674894.125000 Penalty: 4671.088379
	Iteration 35Q: 3 clusters Score -1674894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1674895.000000 Penalty: 4671.088379
	Iteration 36Q: 3 clusters Score -1674895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1674896.625000 Penalty: 4671.088379
	Iteration 37Q: 3 clusters Score -1674897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1674899.000000 Penalty: 4671.088379
	Iteration 38Q: 3 clusters Score -1674899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1674902.000000 Penalty: 4671.088379
	Iteration 39Q: 3 clusters Score -1674902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1674905.000000 Penalty: 4671.088379
	Iteration 40F: 3 clusters Score -1674905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1674903.250000 Penalty: 4671.088379
	Iteration 41Q: 3 clusters Score -1674903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1674903.250000 Penalty: 4671.088379
	Iteration 42F: 3 clusters Score -1674903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Entering Unmasked Estep 
Score: -1770800.125000 Penalty: 2347.180908
	Iteration 0F: 2 clusters Score -1770800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1761239.750000 Penalty: 4694.361816
	Iteration 0F: 3 clusters Score -1761240 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1764137.000000 Penalty: 4694.361816
	Iteration 1F: 3 clusters Score -1764137 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1764523.250000 Penalty: 4694.361816
	Iteration 2F: 3 clusters Score -1764523 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1764796.750000 Penalty: 4694.361816
	Iteration 3F: 3 clusters Score -1764797 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1765011.875000 Penalty: 4694.361816
	Iteration 4Q: 3 clusters Score -1765012 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1765187.625000 Penalty: 4694.361816
	Iteration 5Q: 3 clusters Score -1765188 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1765328.125000 Penalty: 4694.361816
	Iteration 6Q: 3 clusters Score -1765328 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1765462.375000 Penalty: 4694.361816
	Iteration 7Q: 3 clusters Score -1765462 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1765582.000000 Penalty: 4694.361816
	Iteration 8Q: 3 clusters Score -1765582 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1765687.375000 Penalty: 4694.361816
	Iteration 9Q: 3 clusters Score -1765687 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1765804.625000 Penalty: 4694.361816
	Iteration 10Q: 3 clusters Score -1765805 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1765907.250000 Penalty: 4694.361816
	Iteration 11Q: 3 clusters Score -1765907 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1766003.375000 Penalty: 4694.361816
	Iteration 12Q: 3 clusters Score -1766003 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1766112.000000 Penalty: 4694.361816
	Iteration 13Q: 3 clusters Score -1766112 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1766248.625000 Penalty: 4694.361816
	Iteration 14Q: 3 clusters Score -1766249 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1766415.125000 Penalty: 4694.361816
	Iteration 15Q: 3 clusters Score -1766415 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1766596.250000 Penalty: 4694.361816
	Iteration 16Q: 3 clusters Score -1766596 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1766801.250000 Penalty: 4694.361816
	Iteration 17Q: 3 clusters Score -1766801 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1766986.500000 Penalty: 4694.361816
	Iteration 18Q: 3 clusters Score -1766986 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1767151.625000 Penalty: 4694.361816
	Iteration 19Q: 3 clusters Score -1767152 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1767278.500000 Penalty: 4694.361816
	Iteration 20F: 3 clusters Score -1767278 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1767371.125000 Penalty: 4694.361816
	Iteration 21Q: 3 clusters Score -1767371 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1767451.625000 Penalty: 4694.361816
	Iteration 22Q: 3 clusters Score -1767452 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1767526.250000 Penalty: 4694.361816
	Iteration 23Q: 3 clusters Score -1767526 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1767583.125000 Penalty: 4694.361816
	Iteration 24Q: 3 clusters Score -1767583 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1767662.250000 Penalty: 4694.361816
	Iteration 25Q: 3 clusters Score -1767662 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1767726.125000 Penalty: 4694.361816
	Iteration 26Q: 3 clusters Score -1767726 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1767786.125000 Penalty: 4694.361816
	Iteration 27Q: 3 clusters Score -1767786 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1767846.500000 Penalty: 4694.361816
	Iteration 28Q: 3 clusters Score -1767846 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1767902.250000 Penalty: 4694.361816
	Iteration 29Q: 3 clusters Score -1767902 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1767955.125000 Penalty: 4694.361816
	Iteration 30Q: 3 clusters Score -1767955 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1768000.500000 Penalty: 4694.361816
	Iteration 31Q: 3 clusters Score -1768000 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1768050.750000 Penalty: 4694.361816
	Iteration 32Q: 3 clusters Score -1768051 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1768100.875000 Penalty: 4694.361816
	Iteration 33Q: 3 clusters Score -1768101 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1768149.750000 Penalty: 4694.361816
	Iteration 34Q: 3 clusters Score -1768150 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1768198.875000 Penalty: 4694.361816
	Iteration 35Q: 3 clusters Score -1768199 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1768255.625000 Penalty: 4694.361816
	Iteration 36Q: 3 clusters Score -1768256 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1768326.500000 Penalty: 4694.361816
	Iteration 37Q: 3 clusters Score -1768326 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1768402.375000 Penalty: 4694.361816
	Iteration 38Q: 3 clusters Score -1768402 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1768490.250000 Penalty: 4694.361816
	Iteration 39Q: 3 clusters Score -1768490 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1768575.000000 Penalty: 4694.361816
	Iteration 40F: 3 clusters Score -1768575 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1768637.125000 Penalty: 4694.361816
	Iteration 41Q: 3 clusters Score -1768637 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1768689.000000 Penalty: 4694.361816
	Iteration 42Q: 3 clusters Score -1768689 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1768744.875000 Penalty: 4694.361816
	Iteration 43Q: 3 clusters Score -1768745 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1768787.625000 Penalty: 4694.361816
	Iteration 44Q: 3 clusters Score -1768788 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1768830.500000 Penalty: 4694.361816
	Iteration 45Q: 3 clusters Score -1768830 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1768870.000000 Penalty: 4694.361816
	Iteration 46Q: 3 clusters Score -1768870 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1768904.500000 Penalty: 4694.361816
	Iteration 47Q: 3 clusters Score -1768904 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1768937.125000 Penalty: 4694.361816
	Iteration 48Q: 3 clusters Score -1768937 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1768970.625000 Penalty: 4694.361816
	Iteration 49Q: 3 clusters Score -1768971 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1768984.125000 Penalty: 4694.361816
	Iteration 50Q: 3 clusters Score -1768984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1769007.875000 Penalty: 4694.361816
	Iteration 51Q: 3 clusters Score -1769008 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1769016.875000 Penalty: 4694.361816
	Iteration 52Q: 3 clusters Score -1769017 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1769034.500000 Penalty: 4694.361816
	Iteration 53Q: 3 clusters Score -1769034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1769057.375000 Penalty: 4694.361816
	Iteration 54Q: 3 clusters Score -1769057 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1769067.375000 Penalty: 4694.361816
	Iteration 55Q: 3 clusters Score -1769067 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1769082.125000 Penalty: 4694.361816
	Iteration 56Q: 3 clusters Score -1769082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1769087.250000 Penalty: 4694.361816
	Iteration 57Q: 3 clusters Score -1769087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1769103.750000 Penalty: 4694.361816
	Iteration 58Q: 3 clusters Score -1769104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1769110.750000 Penalty: 4694.361816
	Iteration 59Q: 3 clusters Score -1769111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1769118.500000 Penalty: 4694.361816
	Iteration 60F: 3 clusters Score -1769118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1769126.500000 Penalty: 4694.361816
	Iteration 61Q: 3 clusters Score -1769126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1769135.250000 Penalty: 4694.361816
	Iteration 62Q: 3 clusters Score -1769135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1769138.375000 Penalty: 4694.361816
	Iteration 63Q: 3 clusters Score -1769138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1769140.875000 Penalty: 4694.361816
	Iteration 64Q: 3 clusters Score -1769141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1769148.125000 Penalty: 4694.361816
	Iteration 65Q: 3 clusters Score -1769148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1769154.500000 Penalty: 4694.361816
	Iteration 66Q: 3 clusters Score -1769154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1769158.125000 Penalty: 4694.361816
	Iteration 67Q: 3 clusters Score -1769158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1769160.500000 Penalty: 4694.361816
	Iteration 68Q: 3 clusters Score -1769160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1769161.250000 Penalty: 4694.361816
	Iteration 69Q: 3 clusters Score -1769161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1769171.750000 Penalty: 4694.361816
	Iteration 70Q: 3 clusters Score -1769172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1769170.000000 Penalty: 4694.361816
	Iteration 71Q: 3 clusters Score -1769170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1769174.750000 Penalty: 4694.361816
	Iteration 72Q: 3 clusters Score -1769175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1769177.000000 Penalty: 4694.361816
	Iteration 73Q: 3 clusters Score -1769177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1769175.375000 Penalty: 4694.361816
	Iteration 74Q: 3 clusters Score -1769175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1769175.500000 Penalty: 4694.361816
	Iteration 75Q: 3 clusters Score -1769176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1769175.500000 Penalty: 4694.361816
	Iteration 76F: 3 clusters Score -1769176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -71065.757812 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -71065.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -69623.125000 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -69623.12 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69851.304688 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -69851.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69916.070312 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -69916.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69967.562500 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -69967.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69981.468750 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -69981.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -69990.101562 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -69990.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69993.765625 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -69993.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69994.851562 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -69994.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69996.257812 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -69996.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -69999.617188 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -69999.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70000.929688 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -70000.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70000.929688 Penalty: 3153.489746
	Iteration 11F: 3 clusters Score -70000.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Entering Unmasked Estep 
Score: -2263993.250000 Penalty: 2406.015869
	Iteration 0F: 2 clusters Score -2263993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2252213.750000 Penalty: 4812.031738
	Iteration 0F: 3 clusters Score -2252214 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2256045.750000 Penalty: 4812.031738
	Iteration 1F: 3 clusters Score -2256046 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2256379.250000 Penalty: 4812.031738
	Iteration 2F: 3 clusters Score -2256379 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2256634.750000 Penalty: 4812.031738
	Iteration 3Q: 3 clusters Score -2256635 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2256834.000000 Penalty: 4812.031738
	Iteration 4Q: 3 clusters Score -2256834 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2257003.750000 Penalty: 4812.031738
	Iteration 5Q: 3 clusters Score -2257004 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2257140.250000 Penalty: 4812.031738
	Iteration 6Q: 3 clusters Score -2257140 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2257286.500000 Penalty: 4812.031738
	Iteration 7Q: 3 clusters Score -2257286 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2257476.500000 Penalty: 4812.031738
	Iteration 8Q: 3 clusters Score -2257476 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2257729.750000 Penalty: 4812.031738
	Iteration 9Q: 3 clusters Score -2257730 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2258106.500000 Penalty: 4812.031738
	Iteration 10Q: 3 clusters Score -2258106 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2258626.750000 Penalty: 4812.031738
	Iteration 11Q: 3 clusters Score -2258627 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2259274.750000 Penalty: 4812.031738
	Iteration 12F: 3 clusters Score -2259275 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2259974.500000 Penalty: 4812.031738
	Iteration 13F: 3 clusters Score -2259974 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2260618.000000 Penalty: 4812.031738
	Iteration 14Q: 3 clusters Score -2260618 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2261129.250000 Penalty: 4812.031738
	Iteration 15Q: 3 clusters Score -2261129 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2261490.500000 Penalty: 4812.031738
	Iteration 16Q: 3 clusters Score -2261490 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2261668.000000 Penalty: 4812.031738
	Iteration 17Q: 3 clusters Score -2261668 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2261755.250000 Penalty: 4812.031738
	Iteration 18Q: 3 clusters Score -2261755 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2261799.000000 Penalty: 4812.031738
	Iteration 19Q: 3 clusters Score -2261799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2261838.750000 Penalty: 4812.031738
	Iteration 20F: 3 clusters Score -2261839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2261863.750000 Penalty: 4812.031738
	Iteration 21Q: 3 clusters Score -2261864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2261873.250000 Penalty: 4812.031738
	Iteration 22Q: 3 clusters Score -2261873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2261885.000000 Penalty: 4812.031738
	Iteration 23Q: 3 clusters Score -2261885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2261890.000000 Penalty: 4812.031738
	Iteration 24Q: 3 clusters Score -2261890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2261893.000000 Penalty: 4812.031738
	Iteration 25Q: 3 clusters Score -2261893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2261893.000000 Penalty: 4812.031738
	Iteration 26F: 3 clusters Score -2261893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -74147.476562 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -74147.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72596.671875 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -72596.67 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -72848.101562 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -72848.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72997.242188 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -72997.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -73095.593750 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -73095.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -73157.570312 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -73157.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -73206.960938 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -73206.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73229.578125 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -73229.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73253.062500 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -73253.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73290.898438 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -73290.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73333.570312 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -73333.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -73376.750000 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -73376.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -73423.156250 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -73423.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -73448.992188 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -73448.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -73478.625000 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -73478.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -73513.062500 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -73513.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73558.843750 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -73558.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73584.812500 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -73584.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -73592.203125 Penalty: 3184.317383
	Iteration 17Q: 3 clusters Score -73592.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73606.023438 Penalty: 3184.317383
	Iteration 18Q: 3 clusters Score -73606.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73634.382812 Penalty: 3184.317383
	Iteration 19Q: 3 clusters Score -73634.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73649.343750 Penalty: 3184.317383
	Iteration 20F: 3 clusters Score -73649.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73666.726562 Penalty: 3184.317383
	Iteration 21Q: 3 clusters Score -73666.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -73674.117188 Penalty: 3184.317383
	Iteration 22Q: 3 clusters Score -73674.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -73674.117188 Penalty: 3184.317383
	Iteration 23F: 3 clusters Score -73674.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Entering Unmasked Estep 
Score: -6983908.500000 Penalty: 2683.646973
	Iteration 0F: 2 clusters Score -6983908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -6949979.000000 Penalty: 5367.293945
	Iteration 0F: 3 clusters Score -6949979 nChanged 23196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -6963153.000000 Penalty: 5367.293945
	Iteration 1F: 3 clusters Score -6963153 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -6964050.000000 Penalty: 5367.293945
	Iteration 2Q: 3 clusters Score -6964050 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -6965222.500000 Penalty: 5367.293945
	Iteration 3Q: 3 clusters Score -6965222 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -6966949.000000 Penalty: 5367.293945
	Iteration 4F: 3 clusters Score -6966949 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -6969061.500000 Penalty: 5367.293945
	Iteration 5F: 3 clusters Score -6969062 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -6971645.500000 Penalty: 5367.293945
	Iteration 6F: 3 clusters Score -6971646 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -6974480.500000 Penalty: 5367.293945
	Iteration 7F: 3 clusters Score -6974480 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -6977001.500000 Penalty: 5367.293945
	Iteration 8F: 3 clusters Score -6977002 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -6978798.500000 Penalty: 5367.293945
	Iteration 9Q: 3 clusters Score -6978798 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -6979959.500000 Penalty: 5367.293945
	Iteration 10Q: 3 clusters Score -6979960 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6980669.500000 Penalty: 5367.293945
	Iteration 11Q: 3 clusters Score -6980670 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6981067.000000 Penalty: 5367.293945
	Iteration 12Q: 3 clusters Score -6981067 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6981302.000000 Penalty: 5367.293945
	Iteration 13Q: 3 clusters Score -6981302 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6981418.000000 Penalty: 5367.293945
	Iteration 14Q: 3 clusters Score -6981418 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6981499.000000 Penalty: 5367.293945
	Iteration 15Q: 3 clusters Score -6981499 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6981529.000000 Penalty: 5367.293945
	Iteration 16Q: 3 clusters Score -6981529 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6981568.000000 Penalty: 5367.293945
	Iteration 17Q: 3 clusters Score -6981568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6981580.000000 Penalty: 5367.293945
	Iteration 18Q: 3 clusters Score -6981580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6981585.500000 Penalty: 5367.293945
	Iteration 19Q: 3 clusters Score -6981586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6981600.000000 Penalty: 5367.293945
	Iteration 20F: 3 clusters Score -6981600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6981607.500000 Penalty: 5367.293945
	Iteration 21Q: 3 clusters Score -6981608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6981617.000000 Penalty: 5367.293945
	Iteration 22Q: 3 clusters Score -6981617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6981632.500000 Penalty: 5367.293945
	Iteration 23Q: 3 clusters Score -6981632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6981649.500000 Penalty: 5367.293945
	Iteration 24Q: 3 clusters Score -6981650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6981659.500000 Penalty: 5367.293945
	Iteration 25Q: 3 clusters Score -6981660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6981673.000000 Penalty: 5367.293945
	Iteration 26Q: 3 clusters Score -6981673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6981678.500000 Penalty: 5367.293945
	Iteration 27Q: 3 clusters Score -6981678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6981671.000000 Penalty: 5367.293945
	Iteration 28Q: 3 clusters Score -6981671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6981678.500000 Penalty: 5367.293945
	Iteration 29Q: 3 clusters Score -6981678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6981679.000000 Penalty: 5367.293945
	Iteration 30Q: 3 clusters Score -6981679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6981681.500000 Penalty: 5367.293945
	Iteration 31Q: 3 clusters Score -6981682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6981682.500000 Penalty: 5367.293945
	Iteration 32Q: 3 clusters Score -6981682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6981684.000000 Penalty: 5367.293945
	Iteration 33Q: 3 clusters Score -6981684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6981685.500000 Penalty: 5367.293945
	Iteration 34Q: 3 clusters Score -6981686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6981684.000000 Penalty: 5367.293945
	Iteration 35Q: 3 clusters Score -6981684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6981684.000000 Penalty: 5367.293945
	Iteration 36F: 3 clusters Score -6981684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1106976.500000 Penalty: 2231.721924
	Iteration 0F: 2 clusters Score -1106976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1100522.750000 Penalty: 4463.443848
	Iteration 0F: 3 clusters Score -1100523 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1102378.625000 Penalty: 4463.443848
	Iteration 1F: 3 clusters Score -1102379 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1102665.375000 Penalty: 4463.443848
	Iteration 2F: 3 clusters Score -1102665 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1102865.250000 Penalty: 4463.443848
	Iteration 3Q: 3 clusters Score -1102865 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1103029.000000 Penalty: 4463.443848
	Iteration 4Q: 3 clusters Score -1103029 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1103222.250000 Penalty: 4463.443848
	Iteration 5Q: 3 clusters Score -1103222 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1103427.250000 Penalty: 4463.443848
	Iteration 6Q: 3 clusters Score -1103427 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1103653.375000 Penalty: 4463.443848
	Iteration 7Q: 3 clusters Score -1103653 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1103846.625000 Penalty: 4463.443848
	Iteration 8Q: 3 clusters Score -1103847 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1104001.875000 Penalty: 4463.443848
	Iteration 9Q: 3 clusters Score -1104002 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1104112.625000 Penalty: 4463.443848
	Iteration 10Q: 3 clusters Score -1104113 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1104196.000000 Penalty: 4463.443848
	Iteration 11Q: 3 clusters Score -1104196 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1104265.375000 Penalty: 4463.443848
	Iteration 12Q: 3 clusters Score -1104265 nChanged 161
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: -1104325.625000 Penalty: 4463.443848
	Iteration 13Q: 3 clusters Score -1104326 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1104362.625000 Penalty: 4463.443848
	Iteration 14Q: 3 clusters Score -1104363 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1104392.125000 Penalty: 4463.443848
	Iteration 15Q: 3 clusters Score -1104392 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1104416.750000 Penalty: 4463.443848
	Iteration 16Q: 3 clusters Score -1104417 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1104444.750000 Penalty: 4463.443848
	Iteration 17Q: 3 clusters Score -1104445 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1104467.500000 Penalty: 4463.443848
	Iteration 18Q: 3 clusters Score -1104468 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1104488.875000 Penalty: 4463.443848
	Iteration 19Q: 3 clusters Score -1104489 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1104511.625000 Penalty: 4463.443848
	Iteration 20F: 3 clusters Score -1104512 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1104537.625000 Penalty: 4463.443848
	Iteration 21Q: 3 clusters Score -1104538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1104553.625000 Penalty: 4463.443848
	Iteration 22Q: 3 clusters Score -1104554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1104575.625000 Penalty: 4463.443848
	Iteration 23Q: 3 clusters Score -1104576 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1104598.125000 Penalty: 4463.443848
	Iteration 24Q: 3 clusters Score -1104598 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1104614.500000 Penalty: 4463.443848
	Iteration 25Q: 3 clusters Score -1104614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1104622.750000 Penalty: 4463.443848
	Iteration 26Q: 3 clusters Score -1104623 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1104636.500000 Penalty: 4463.443848
	Iteration 27Q: 3 clusters Score -1104636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1104650.375000 Penalty: 4463.443848
	Iteration 28Q: 3 clusters Score -1104650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1104663.500000 Penalty: 4463.443848
	Iteration 29Q: 3 clusters Score -1104664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1104679.000000 Penalty: 4463.443848
	Iteration 30Q: 3 clusters Score -1104679 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1104690.375000 Penalty: 4463.443848
	Iteration 31Q: 3 clusters Score -1104690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1104703.000000 Penalty: 4463.443848
	Iteration 32Q: 3 clusters Score -1104703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1104713.375000 Penalty: 4463.443848
	Iteration 33Q: 3 clusters Score -1104713 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1104723.250000 Penalty: 4463.443848
	Iteration 34Q: 3 clusters Score -1104723 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1104735.875000 Penalty: 4463.443848
	Iteration 35Q: 3 clusters Score -1104736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1104742.500000 Penalty: 4463.443848
	Iteration 36Q: 3 clusters Score -1104742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1104751.000000 Penalty: 4463.443848
	Iteration 37Q: 3 clusters Score -1104751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1104757.500000 Penalty: 4463.443848
	Iteration 38Q: 3 clusters Score -1104758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1104763.125000 Penalty: 4463.443848
	Iteration 39Q: 3 clusters Score -1104763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1104772.000000 Penalty: 4463.443848
	Iteration 40F: 3 clusters Score -1104772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1104781.375000 Penalty: 4463.443848
	Iteration 41Q: 3 clusters Score -1104781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1104788.000000 Penalty: 4463.443848
	Iteration 42Q: 3 clusters Score -1104788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1104791.500000 Penalty: 4463.443848
	Iteration 43Q: 3 clusters Score -1104792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1104797.750000 Penalty: 4463.443848
	Iteration 44Q: 3 clusters Score -1104798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1104803.125000 Penalty: 4463.443848
	Iteration 45Q: 3 clusters Score -1104803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1104809.000000 Penalty: 4463.443848
	Iteration 46Q: 3 clusters Score -1104809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1104809.750000 Penalty: 4463.443848
	Iteration 47Q: 3 clusters Score -1104810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1104811.875000 Penalty: 4463.443848
	Iteration 48Q: 3 clusters Score -1104812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1104814.250000 Penalty: 4463.443848
	Iteration 49Q: 3 clusters Score -1104814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1104818.750000 Penalty: 4463.443848
	Iteration 50Q: 3 clusters Score -1104819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1104820.625000 Penalty: 4463.443848
	Iteration 51Q: 3 clusters Score -1104821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1104825.125000 Penalty: 4463.443848
	Iteration 52Q: 3 clusters Score -1104825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1104828.000000 Penalty: 4463.443848
	Iteration 53Q: 3 clusters Score -1104828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1104831.750000 Penalty: 4463.443848
	Iteration 54Q: 3 clusters Score -1104832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1104833.250000 Penalty: 4463.443848
	Iteration 55Q: 3 clusters Score -1104833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1104833.250000 Penalty: 4463.443848
	Iteration 56Q: 3 clusters Score -1104833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1104834.750000 Penalty: 4463.443848
	Iteration 57Q: 3 clusters Score -1104835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1104836.500000 Penalty: 4463.443848
	Iteration 58Q: 3 clusters Score -1104836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1104837.375000 Penalty: 4463.443848
	Iteration 59Q: 3 clusters Score -1104837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1104836.125000 Penalty: 4463.443848
	Iteration 60F: 3 clusters Score -1104836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1104838.375000 Penalty: 4463.443848
	Iteration 61Q: 3 clusters Score -1104838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1104839.625000 Penalty: 4463.443848
	Iteration 62Q: 3 clusters Score -1104840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1104839.625000 Penalty: 4463.443848
	Iteration 63Q: 3 clusters Score -1104840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1104840.500000 Penalty: 4463.443848
	Iteration 64Q: 3 clusters Score -1104840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1104840.125000 Penalty: 4463.443848
	Iteration 65Q: 3 clusters Score -1104840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1104840.125000 Penalty: 4463.443848
	Iteration 66F: 3 clusters Score -1104840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Entering Unmasked Estep 
Score: -215226.703125 Penalty: 1841.784180
	Iteration 0F: 2 clusters Score -215226.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -212818.937500 Penalty: 3683.568359
	Iteration 0F: 3 clusters Score -212818.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -213395.046875 Penalty: 3683.568359
	Iteration 1F: 3 clusters Score -213395 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -213764.921875 Penalty: 3683.568359
	Iteration 2F: 3 clusters Score -213764.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -214012.656250 Penalty: 3683.568359
	Iteration 3F: 3 clusters Score -214012.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -214275.812500 Penalty: 3683.568359
	Iteration 4F: 3 clusters Score -214275.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -214580.046875 Penalty: 3683.568359
	Iteration 5F: 3 clusters Score -214580 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -214830.000000 Penalty: 3683.568359
	Iteration 6F: 3 clusters Score -214830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -215043.562500 Penalty: 3683.568359
	Iteration 7Q: 3 clusters Score -215043.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -215317.796875 Penalty: 3683.568359
	Iteration 8Q: 3 clusters Score -215317.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -215692.265625 Penalty: 3683.568359
	Iteration 9Q: 3 clusters Score -215692.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -216243.812500 Penalty: 3683.568359
	Iteration 10Q: 3 clusters Score -216243.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -216548.062500 Penalty: 3683.568359
	Iteration 11Q: 3 clusters Score -216548.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -216631.921875 Penalty: 3683.568359
	Iteration 12Q: 3 clusters Score -216631.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -216643.250000 Penalty: 3683.568359
	Iteration 13Q: 3 clusters Score -216643.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -216646.296875 Penalty: 3683.568359
	Iteration 14Q: 3 clusters Score -216646.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -216646.296875 Penalty: 3683.568359
	Iteration 15F: 3 clusters Score -216646.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59673 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 21249 members 
Mstep: Class 4 contains 151076 members 
Mstep: Class 5 contains 710 members 
Mstep: Class 6 contains 3485 members 
Mstep: Class 7 contains 3886 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288062 members 
Mstep: Class 10 contains 9748 members 
Mstep: Class 11 contains 76200 members 
Mstep: Class 12 contains 234802 members 
Mstep: Class 13 contains 42494 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 12302 members 
Mstep: Class 17 contains 12893 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 16345 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50069 members 
Mstep: Class 22 contains 8094 members 
Mstep: Class 23 contains 970 members 
Mstep: Class 24 contains 447 members 
Entering Unmasked Estep 
Score: -135790624.000000 Penalty: 82213.359375
Splitting cluster 23 changes total score from -135791072.000000 to -135790624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -53192.328125 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -53192.33 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 204 members 
Entering Unmasked Estep 
Score: -51749.601562 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -51749.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51933.320312 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -51933.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51988.687500 Penalty: 3026.869141
	Iteration 2F: 3 clusters Score -51988.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52013.761719 Penalty: 3026.869141
	Iteration 3Q: 3 clusters Score -52013.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52025.964844 Penalty: 3026.869141
	Iteration 4Q: 3 clusters Score -52025.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52032.101562 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -52032.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52041.585938 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -52041.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52043.023438 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -52043.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52043.023438 Penalty: 3026.869141
	Iteration 8F: 3 clusters Score -52043.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59673 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 21249 members 
Mstep: Class 4 contains 151076 members 
Mstep: Class 6 contains 3485 members 
Mstep: Class 7 contains 3886 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288062 members 
Mstep: Class 10 contains 9748 members 
Mstep: Class 11 contains 76200 members 
Mstep: Class 12 contains 234802 members 
Mstep: Class 13 contains 42494 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 12302 members 
Mstep: Class 17 contains 12893 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 16345 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50069 members 
Mstep: Class 22 contains 8094 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135790896.000000 Penalty: 78787.804688
Iteration 119Q: 24 clusters Score -1.357909e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 21086 members 
Mstep: Class 4 contains 151080 members 
Mstep: Class 6 contains 3487 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288096 members 
Mstep: Class 10 contains 9747 members 
Mstep: Class 11 contains 76052 members 
Mstep: Class 12 contains 234808 members 
Mstep: Class 13 contains 42503 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 16 contains 12378 members 
Mstep: Class 17 contains 12932 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 16568 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50092 members 
Mstep: Class 22 contains 8093 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135790944.000000 Penalty: 78787.804688
Iteration 120F: 24 clusters Score -1.357909e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59416 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 20910 members 
Mstep: Class 4 contains 151060 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 3959 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288123 members 
Mstep: Class 10 contains 9739 members 
Mstep: Class 11 contains 75917 members 
Mstep: Class 12 contains 234813 members 
Mstep: Class 13 contains 42518 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 15 contains 2218 members 
Mstep: Class 16 contains 12460 members 
Mstep: Class 17 contains 12965 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 16809 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50118 members 
Mstep: Class 22 contains 8093 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135791552.000000 Penalty: 78787.804688
Iteration 121Q: 24 clusters Score -1.357916e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59280 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 20707 members 
Mstep: Class 4 contains 151101 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 3985 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288114 members 
Mstep: Class 10 contains 9729 members 
Mstep: Class 11 contains 75783 members 
Mstep: Class 12 contains 234820 members 
Mstep: Class 13 contains 42540 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 15 contains 2211 members 
Mstep: Class 16 contains 12532 members 
Mstep: Class 17 contains 12992 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 17071 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50152 members 
Mstep: Class 22 contains 8095 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135791408.000000 Penalty: 78787.804688
Iteration 122Q: 24 clusters Score -1.357914e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 20495 members 
Mstep: Class 4 contains 151138 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 4019 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288133 members 
Mstep: Class 10 contains 9721 members 
Mstep: Class 11 contains 75640 members 
Mstep: Class 12 contains 234845 members 
Mstep: Class 13 contains 42556 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 15 contains 2205 members 
Mstep: Class 16 contains 12608 members 
Mstep: Class 17 contains 13020 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 17333 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50178 members 
Mstep: Class 22 contains 8088 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135791632.000000 Penalty: 78787.804688
Iteration 123Q: 24 clusters Score -1.357916e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 20292 members 
Mstep: Class 4 contains 151168 members 
Mstep: Class 6 contains 3487 members 
Mstep: Class 7 contains 4050 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288131 members 
Mstep: Class 10 contains 9712 members 
Mstep: Class 11 contains 75518 members 
Mstep: Class 12 contains 234865 members 
Mstep: Class 13 contains 42563 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 2196 members 
Mstep: Class 16 contains 12682 members 
Mstep: Class 17 contains 13049 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 17579 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50212 members 
Mstep: Class 22 contains 8085 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135791648.000000 Penalty: 78787.804688
Iteration 124Q: 24 clusters Score -1.357916e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 20123 members 
Mstep: Class 4 contains 151166 members 
Mstep: Class 6 contains 3473 members 
Mstep: Class 7 contains 4087 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288113 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 75424 members 
Mstep: Class 12 contains 234867 members 
Mstep: Class 13 contains 42575 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 12741 members 
Mstep: Class 17 contains 13069 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 17813 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50252 members 
Mstep: Class 22 contains 8082 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135791648.000000 Penalty: 78787.804688
Iteration 125Q: 24 clusters Score -1.357916e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58814 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 19925 members 
Mstep: Class 4 contains 151210 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 7 contains 4123 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288108 members 
Mstep: Class 10 contains 9692 members 
Mstep: Class 11 contains 75315 members 
Mstep: Class 12 contains 234891 members 
Mstep: Class 13 contains 42572 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 2181 members 
Mstep: Class 16 contains 12788 members 
Mstep: Class 17 contains 13082 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 18043 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50288 members 
Mstep: Class 22 contains 8080 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135791728.000000 Penalty: 78787.804688
Iteration 126Q: 24 clusters Score -1.357917e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 19720 members 
Mstep: Class 4 contains 151266 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 7 contains 4159 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288108 members 
Mstep: Class 10 contains 9676 members 
Mstep: Class 11 contains 75202 members 
Mstep: Class 12 contains 234921 members 
Mstep: Class 13 contains 42573 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 2175 members 
Mstep: Class 16 contains 12838 members 
Mstep: Class 17 contains 13089 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 18281 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50314 members 
Mstep: Class 22 contains 8080 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135791616.000000 Penalty: 78787.804688
Iteration 127Q: 24 clusters Score -1.357916e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58573 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 19485 members 
Mstep: Class 4 contains 151357 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288113 members 
Mstep: Class 10 contains 9661 members 
Mstep: Class 11 contains 75079 members 
Mstep: Class 12 contains 234928 members 
Mstep: Class 13 contains 42581 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 16 contains 12893 members 
Mstep: Class 17 contains 13103 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 18533 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50340 members 
Mstep: Class 22 contains 8084 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135791824.000000 Penalty: 78787.804688
Iteration 128Q: 24 clusters Score -1.357918e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 19250 members 
Mstep: Class 4 contains 151458 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 4229 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288108 members 
Mstep: Class 10 contains 9647 members 
Mstep: Class 11 contains 74955 members 
Mstep: Class 12 contains 234937 members 
Mstep: Class 13 contains 42596 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 2155 members 
Mstep: Class 16 contains 12952 members 
Mstep: Class 17 contains 13130 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 18778 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50380 members 
Mstep: Class 22 contains 8082 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135791856.000000 Penalty: 78787.804688
Iteration 129Q: 24 clusters Score -1.357919e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 19028 members 
Mstep: Class 4 contains 151566 members 
Mstep: Class 6 contains 3505 members 
Mstep: Class 7 contains 4258 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288122 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 74812 members 
Mstep: Class 12 contains 234967 members 
Mstep: Class 13 contains 42601 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 13013 members 
Mstep: Class 17 contains 13167 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 19004 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50419 members 
Mstep: Class 22 contains 8078 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135791648.000000 Penalty: 78787.804688
Iteration 130Q: 24 clusters Score -1.357916e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 18818 members 
Mstep: Class 4 contains 151710 members 
Mstep: Class 6 contains 3523 members 
Mstep: Class 7 contains 4300 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288105 members 
Mstep: Class 10 contains 9631 members 
Mstep: Class 11 contains 74700 members 
Mstep: Class 12 contains 234980 members 
Mstep: Class 13 contains 42601 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 2119 members 
Mstep: Class 16 contains 13079 members 
Mstep: Class 17 contains 13194 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 19223 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50456 members 
Mstep: Class 22 contains 8071 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135791856.000000 Penalty: 78787.804688
Iteration 131Q: 24 clusters Score -1.357919e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 18619 members 
Mstep: Class 4 contains 151840 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 4357 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288065 members 
Mstep: Class 10 contains 9625 members 
Mstep: Class 11 contains 74589 members 
Mstep: Class 12 contains 235003 members 
Mstep: Class 13 contains 42605 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 2099 members 
Mstep: Class 16 contains 13128 members 
Mstep: Class 17 contains 13219 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 19430 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50484 members 
Mstep: Class 22 contains 8068 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792336.000000 Penalty: 78787.804688
Iteration 132Q: 24 clusters Score -1.357923e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 18401 members 
Mstep: Class 4 contains 151980 members 
Mstep: Class 6 contains 3555 members 
Mstep: Class 7 contains 4405 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288016 members 
Mstep: Class 10 contains 9617 members 
Mstep: Class 11 contains 74467 members 
Mstep: Class 12 contains 235023 members 
Mstep: Class 13 contains 42617 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 2086 members 
Mstep: Class 16 contains 13169 members 
Mstep: Class 17 contains 13243 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 19652 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50504 members 
Mstep: Class 22 contains 8060 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792528.000000 Penalty: 78787.804688
Iteration 133Q: 24 clusters Score -1.357925e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 18164 members 
Mstep: Class 4 contains 152153 members 
Mstep: Class 6 contains 3593 members 
Mstep: Class 7 contains 4460 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287956 members 
Mstep: Class 10 contains 9598 members 
Mstep: Class 11 contains 74355 members 
Mstep: Class 12 contains 235030 members 
Mstep: Class 13 contains 42610 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 2080 members 
Mstep: Class 16 contains 13224 members 
Mstep: Class 17 contains 13251 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 19895 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50525 members 
Mstep: Class 22 contains 8055 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792688.000000 Penalty: 78787.804688
Iteration 134Q: 24 clusters Score -1.357927e+08 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 17936 members 
Mstep: Class 4 contains 152300 members 
Mstep: Class 6 contains 3621 members 
Mstep: Class 7 contains 4524 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287916 members 
Mstep: Class 10 contains 9585 members 
Mstep: Class 11 contains 74244 members 
Mstep: Class 12 contains 235029 members 
Mstep: Class 13 contains 42619 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 2072 members 
Mstep: Class 16 contains 13287 members 
Mstep: Class 17 contains 13257 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 20107 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50547 members 
Mstep: Class 22 contains 8055 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792736.000000 Penalty: 78787.804688
Iteration 135Q: 24 clusters Score -1.357927e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 17716 members 
Mstep: Class 4 contains 152465 members 
Mstep: Class 6 contains 3640 members 
Mstep: Class 7 contains 4581 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287849 members 
Mstep: Class 10 contains 9575 members 
Mstep: Class 11 contains 74152 members 
Mstep: Class 12 contains 235006 members 
Mstep: Class 13 contains 42638 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 2061 members 
Mstep: Class 16 contains 13338 members 
Mstep: Class 17 contains 13267 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 20326 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50561 members 
Mstep: Class 22 contains 8055 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792800.000000 Penalty: 78787.804688
Iteration 136Q: 24 clusters Score -1.357928e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 17519 members 
Mstep: Class 4 contains 152611 members 
Mstep: Class 6 contains 3659 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287837 members 
Mstep: Class 10 contains 9563 members 
Mstep: Class 11 contains 74052 members 
Mstep: Class 12 contains 234993 members 
Mstep: Class 13 contains 42636 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 2047 members 
Mstep: Class 16 contains 13386 members 
Mstep: Class 17 contains 13275 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 20536 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50590 members 
Mstep: Class 22 contains 8053 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792992.000000 Penalty: 78787.804688
Iteration 137Q: 24 clusters Score -1.35793e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 17343 members 
Mstep: Class 4 contains 152750 members 
Mstep: Class 6 contains 3670 members 
Mstep: Class 7 contains 4665 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287776 members 
Mstep: Class 10 contains 9555 members 
Mstep: Class 11 contains 73973 members 
Mstep: Class 12 contains 234968 members 
Mstep: Class 13 contains 42667 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 13436 members 
Mstep: Class 17 contains 13289 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 20721 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50614 members 
Mstep: Class 22 contains 8056 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793024.000000 Penalty: 78787.804688
Iteration 138Q: 24 clusters Score -1.35793e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 56887 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 17154 members 
Mstep: Class 4 contains 152871 members 
Mstep: Class 6 contains 3688 members 
Mstep: Class 7 contains 4695 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287734 members 
Mstep: Class 10 contains 9544 members 
Mstep: Class 11 contains 73883 members 
Mstep: Class 12 contains 234948 members 
Mstep: Class 13 contains 42683 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 2017 members 
Mstep: Class 16 contains 13494 members 
Mstep: Class 17 contains 13311 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 20921 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50627 members 
Mstep: Class 22 contains 8052 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793184.000000 Penalty: 78787.804688
Iteration 139Q: 24 clusters Score -1.357932e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 16968 members 
Mstep: Class 4 contains 152954 members 
Mstep: Class 6 contains 3708 members 
Mstep: Class 7 contains 4726 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287693 members 
Mstep: Class 10 contains 9546 members 
Mstep: Class 11 contains 73785 members 
Mstep: Class 12 contains 234940 members 
Mstep: Class 13 contains 42706 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 2005 members 
Mstep: Class 16 contains 13541 members 
Mstep: Class 17 contains 13329 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 21105 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50645 members 
Mstep: Class 22 contains 8052 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793584.000000 Penalty: 78787.804688
Iteration 140F: 24 clusters Score -1.357936e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 16774 members 
Mstep: Class 4 contains 153028 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 4768 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287689 members 
Mstep: Class 10 contains 9545 members 
Mstep: Class 11 contains 73685 members 
Mstep: Class 12 contains 234915 members 
Mstep: Class 13 contains 42717 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 1994 members 
Mstep: Class 16 contains 13584 members 
Mstep: Class 17 contains 13354 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 21295 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50679 members 
Mstep: Class 22 contains 8050 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793632.000000 Penalty: 78787.804688
Iteration 141Q: 24 clusters Score -1.357936e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 16592 members 
Mstep: Class 4 contains 153154 members 
Mstep: Class 6 contains 3764 members 
Mstep: Class 7 contains 4806 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287661 members 
Mstep: Class 10 contains 9546 members 
Mstep: Class 11 contains 73578 members 
Mstep: Class 12 contains 234900 members 
Mstep: Class 13 contains 42724 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 1981 members 
Mstep: Class 16 contains 13619 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 21480 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50707 members 
Mstep: Class 22 contains 8053 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793680.000000 Penalty: 78787.804688
Iteration 142Q: 24 clusters Score -1.357937e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 16411 members 
Mstep: Class 4 contains 153264 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 4832 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287643 members 
Mstep: Class 10 contains 9546 members 
Mstep: Class 11 contains 73479 members 
Mstep: Class 12 contains 234896 members 
Mstep: Class 13 contains 42736 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 1966 members 
Mstep: Class 16 contains 13655 members 
Mstep: Class 17 contains 13393 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 21660 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50736 members 
Mstep: Class 22 contains 8054 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793552.000000 Penalty: 78787.804688
Iteration 143Q: 24 clusters Score -1.357936e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 4 contains 153417 members 
Mstep: Class 6 contains 3796 members 
Mstep: Class 7 contains 4863 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287630 members 
Mstep: Class 10 contains 9544 members 
Mstep: Class 11 contains 73364 members 
Mstep: Class 12 contains 234899 members 
Mstep: Class 13 contains 42745 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 13403 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 21821 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50764 members 
Mstep: Class 22 contains 8053 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793664.000000 Penalty: 78787.804688
Iteration 144Q: 24 clusters Score -1.357937e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 386 members 
Mstep: Class 3 contains 16088 members 
Mstep: Class 4 contains 153555 members 
Mstep: Class 6 contains 3804 members 
Mstep: Class 7 contains 4902 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287617 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 73256 members 
Mstep: Class 12 contains 234902 members 
Mstep: Class 13 contains 42754 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 13709 members 
Mstep: Class 17 contains 13410 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 21972 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50782 members 
Mstep: Class 22 contains 8055 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793792.000000 Penalty: 78787.804688
Iteration 145Q: 24 clusters Score -1.357938e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 56107 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 15962 members 
Mstep: Class 4 contains 153716 members 
Mstep: Class 6 contains 3809 members 
Mstep: Class 7 contains 4940 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287598 members 
Mstep: Class 10 contains 9530 members 
Mstep: Class 11 contains 73154 members 
Mstep: Class 12 contains 234904 members 
Mstep: Class 13 contains 42775 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 13743 members 
Mstep: Class 17 contains 13404 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 22097 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50792 members 
Mstep: Class 22 contains 8058 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793888.000000 Penalty: 78787.804688
Iteration 146Q: 24 clusters Score -1.357939e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 56031 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 15838 members 
Mstep: Class 4 contains 153809 members 
Mstep: Class 6 contains 3813 members 
Mstep: Class 7 contains 4992 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287571 members 
Mstep: Class 10 contains 9520 members 
Mstep: Class 11 contains 73085 members 
Mstep: Class 12 contains 234887 members 
Mstep: Class 13 contains 42787 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 13784 members 
Mstep: Class 17 contains 13402 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 22227 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50805 members 
Mstep: Class 22 contains 8058 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793824.000000 Penalty: 78787.804688
Iteration 147Q: 24 clusters Score -1.357938e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 15710 members 
Mstep: Class 4 contains 153894 members 
Mstep: Class 6 contains 3813 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287573 members 
Mstep: Class 10 contains 9512 members 
Mstep: Class 11 contains 73010 members 
Mstep: Class 12 contains 234867 members 
Mstep: Class 13 contains 42808 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 1868 members 
Mstep: Class 16 contains 13826 members 
Mstep: Class 17 contains 13408 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 22351 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50826 members 
Mstep: Class 22 contains 8060 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793920.000000 Penalty: 78787.804688
Iteration 148Q: 24 clusters Score -1.357939e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 15551 members 
Mstep: Class 4 contains 153980 members 
Mstep: Class 6 contains 3814 members 
Mstep: Class 7 contains 5099 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287600 members 
Mstep: Class 10 contains 9503 members 
Mstep: Class 11 contains 72946 members 
Mstep: Class 12 contains 234860 members 
Mstep: Class 13 contains 42812 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 1854 members 
Mstep: Class 16 contains 13869 members 
Mstep: Class 17 contains 13402 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 22488 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50837 members 
Mstep: Class 22 contains 8060 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793520.000000 Penalty: 78787.804688
Iteration 149Q: 24 clusters Score -1.357935e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 15405 members 
Mstep: Class 4 contains 154081 members 
Mstep: Class 6 contains 3821 members 
Mstep: Class 7 contains 5150 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287576 members 
Mstep: Class 10 contains 9494 members 
Mstep: Class 11 contains 72873 members 
Mstep: Class 12 contains 234868 members 
Mstep: Class 13 contains 42814 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 1841 members 
Mstep: Class 16 contains 13905 members 
Mstep: Class 17 contains 13394 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 22615 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50855 members 
Mstep: Class 22 contains 8054 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793504.000000 Penalty: 78787.804688
Iteration 150Q: 24 clusters Score -1.357935e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 15267 members 
Mstep: Class 4 contains 154162 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 5193 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287531 members 
Mstep: Class 10 contains 9496 members 
Mstep: Class 11 contains 72808 members 
Mstep: Class 12 contains 234886 members 
Mstep: Class 13 contains 42826 members 
Mstep: Class 14 contains 744 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 13946 members 
Mstep: Class 17 contains 13382 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 22732 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50867 members 
Mstep: Class 22 contains 8051 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793760.000000 Penalty: 78787.804688
Iteration 151Q: 24 clusters Score -1.357938e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 15127 members 
Mstep: Class 4 contains 154271 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 5227 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287498 members 
Mstep: Class 10 contains 9496 members 
Mstep: Class 11 contains 72743 members 
Mstep: Class 12 contains 234911 members 
Mstep: Class 13 contains 42820 members 
Mstep: Class 14 contains 744 members 
Mstep: Class 15 contains 1817 members 
Mstep: Class 16 contains 13966 members 
Mstep: Class 17 contains 13373 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 22852 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50885 members 
Mstep: Class 22 contains 8050 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793728.000000 Penalty: 78787.804688
Iteration 152Q: 24 clusters Score -1.357937e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 55579 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 14970 members 
Mstep: Class 4 contains 154342 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287472 members 
Mstep: Class 10 contains 9497 members 
Mstep: Class 11 contains 72686 members 
Mstep: Class 12 contains 234919 members 
Mstep: Class 13 contains 42814 members 
Mstep: Class 14 contains 744 members 
Mstep: Class 15 contains 1809 members 
Mstep: Class 16 contains 13996 members 
Mstep: Class 17 contains 13357 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 22993 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50891 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793728.000000 Penalty: 78787.804688
Iteration 153Q: 24 clusters Score -1.357937e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 14835 members 
Mstep: Class 4 contains 154391 members 
Mstep: Class 6 contains 3865 members 
Mstep: Class 7 contains 5320 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287487 members 
Mstep: Class 10 contains 9497 members 
Mstep: Class 11 contains 72616 members 
Mstep: Class 12 contains 234931 members 
Mstep: Class 13 contains 42804 members 
Mstep: Class 14 contains 744 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 14024 members 
Mstep: Class 17 contains 13349 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 23125 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50906 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794032.000000 Penalty: 78787.804688
Iteration 154Q: 24 clusters Score -1.35794e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 14677 members 
Mstep: Class 4 contains 154451 members 
Mstep: Class 6 contains 3875 members 
Mstep: Class 7 contains 5379 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287461 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 11 contains 72543 members 
Mstep: Class 12 contains 234960 members 
Mstep: Class 13 contains 42797 members 
Mstep: Class 14 contains 744 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 14057 members 
Mstep: Class 17 contains 13343 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 23266 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50924 members 
Mstep: Class 22 contains 8046 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793920.000000 Penalty: 78787.804688
Iteration 155Q: 24 clusters Score -1.357939e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 14510 members 
Mstep: Class 4 contains 154476 members 
Mstep: Class 6 contains 3886 members 
Mstep: Class 7 contains 5433 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287432 members 
Mstep: Class 10 contains 9486 members 
Mstep: Class 11 contains 72467 members 
Mstep: Class 12 contains 235007 members 
Mstep: Class 13 contains 42793 members 
Mstep: Class 14 contains 744 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 14084 members 
Mstep: Class 17 contains 13356 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 23409 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50942 members 
Mstep: Class 22 contains 8040 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794112.000000 Penalty: 78787.804688
Iteration 156Q: 24 clusters Score -1.357941e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 154525 members 
Mstep: Class 6 contains 3893 members 
Mstep: Class 7 contains 5496 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287399 members 
Mstep: Class 10 contains 9481 members 
Mstep: Class 11 contains 72398 members 
Mstep: Class 12 contains 235037 members 
Mstep: Class 13 contains 42797 members 
Mstep: Class 14 contains 744 members 
Mstep: Class 15 contains 1768 members 
Mstep: Class 16 contains 14114 members 
Mstep: Class 17 contains 13357 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 23521 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50964 members 
Mstep: Class 22 contains 8037 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794288.000000 Penalty: 78787.804688
Iteration 157Q: 24 clusters Score -1.357943e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 14196 members 
Mstep: Class 4 contains 154609 members 
Mstep: Class 6 contains 3897 members 
Mstep: Class 7 contains 5571 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287367 members 
Mstep: Class 10 contains 9480 members 
Mstep: Class 11 contains 72340 members 
Mstep: Class 12 contains 235074 members 
Mstep: Class 13 contains 42798 members 
Mstep: Class 14 contains 744 members 
Mstep: Class 15 contains 1752 members 
Mstep: Class 16 contains 14142 members 
Mstep: Class 17 contains 13358 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 23614 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50976 members 
Mstep: Class 22 contains 8033 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794464.000000 Penalty: 78787.804688
Iteration 158Q: 24 clusters Score -1.357945e+08 nChanged 1004
Entering ConstructFrom: 
Score: -135794464.000000 Penalty: 78787.804688
Entering ConstructFrom: 
Trying to split cluster 1 (55222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Entering Unmasked Estep 
Score: -7770795.000000 Penalty: 2707.940918
	Iteration 0F: 2 clusters Score -7770795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -7733497.000000 Penalty: 5415.881836
	Iteration 0F: 3 clusters Score -7733497 nChanged 25687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -7747665.000000 Penalty: 5415.881836
	Iteration 1F: 3 clusters Score -7747665 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -7748124.500000 Penalty: 5415.881836
	Iteration 2Q: 3 clusters Score -7748124 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -7748565.500000 Penalty: 5415.881836
	Iteration 3Q: 3 clusters Score -7748566 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -7748965.500000 Penalty: 5415.881836
	Iteration 4Q: 3 clusters Score -7748966 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -7749501.000000 Penalty: 5415.881836
	Iteration 5Q: 3 clusters Score -7749501 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -7750191.000000 Penalty: 5415.881836
	Iteration 6Q: 3 clusters Score -7750191 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -7751285.500000 Penalty: 5415.881836
	Iteration 7Q: 3 clusters Score -7751286 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -7753288.000000 Penalty: 5415.881836
	Iteration 8F: 3 clusters Score -7753288 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -7756452.000000 Penalty: 5415.881836
	Iteration 9F: 3 clusters Score -7756452 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -7760870.000000 Penalty: 5415.881836
	Iteration 10F: 3 clusters Score -7760870 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -7764753.000000 Penalty: 5415.881836
	Iteration 11F: 3 clusters Score -7764753 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -7767132.000000 Penalty: 5415.881836
	Iteration 12Q: 3 clusters Score -7767132 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 54761 members 
Entering Unmasked Estep 
Score: -7767951.500000 Penalty: 5415.881836
	Iteration 13Q: 3 clusters Score -7767952 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 54969 members 
Entering Unmasked Estep 
Score: -7768197.500000 Penalty: 5415.881836
	Iteration 14Q: 3 clusters Score -7768198 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -7768305.500000 Penalty: 5415.881836
	Iteration 15Q: 3 clusters Score -7768306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -7768344.500000 Penalty: 5415.881836
	Iteration 16Q: 3 clusters Score -7768344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 55044 members 
Entering Unmasked Estep 
Score: -7768366.000000 Penalty: 5415.881836
	Iteration 17Q: 3 clusters Score -7768366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 55045 members 
Entering Unmasked Estep 
Score: -7768383.500000 Penalty: 5415.881836
	Iteration 18Q: 3 clusters Score -7768384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 55045 members 
Entering Unmasked Estep 
Score: -7768383.000000 Penalty: 5415.881836
	Iteration 19Q: 3 clusters Score -7768383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -7768380.500000 Penalty: 5415.881836
	Iteration 20F: 3 clusters Score -7768380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 55044 members 
Entering Unmasked Estep 
Score: -7768391.000000 Penalty: 5415.881836
	Iteration 21Q: 3 clusters Score -7768391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 55044 members 
Entering Unmasked Estep 
Score: -7768391.000000 Penalty: 5415.881836
	Iteration 22F: 3 clusters Score -7768391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -46335.855469 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -46335.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44994.804688 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -44994.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45170.968750 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -45170.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45256.605469 Penalty: 2955.378662
	Iteration 2Q: 3 clusters Score -45256.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45289.703125 Penalty: 2955.378662
	Iteration 3Q: 3 clusters Score -45289.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45307.386719 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -45307.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45326.542969 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -45326.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45331.269531 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -45331.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45331.269531 Penalty: 2955.378662
	Iteration 7F: 3 clusters Score -45331.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Entering Unmasked Estep 
Score: -1872765.875000 Penalty: 2368.228760
	Iteration 0F: 2 clusters Score -1872766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1862488.375000 Penalty: 4736.457520
	Iteration 0F: 3 clusters Score -1862488 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1865676.625000 Penalty: 4736.457520
	Iteration 1F: 3 clusters Score -1865677 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1866082.625000 Penalty: 4736.457520
	Iteration 2F: 3 clusters Score -1866083 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1866520.625000 Penalty: 4736.457520
	Iteration 3F: 3 clusters Score -1866521 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1867091.625000 Penalty: 4736.457520
	Iteration 4F: 3 clusters Score -1867092 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1867790.375000 Penalty: 4736.457520
	Iteration 5F: 3 clusters Score -1867790 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1868575.125000 Penalty: 4736.457520
	Iteration 6F: 3 clusters Score -1868575 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1869347.125000 Penalty: 4736.457520
	Iteration 7F: 3 clusters Score -1869347 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1870029.000000 Penalty: 4736.457520
	Iteration 8F: 3 clusters Score -1870029 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1870533.250000 Penalty: 4736.457520
	Iteration 9F: 3 clusters Score -1870533 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1870803.250000 Penalty: 4736.457520
	Iteration 10Q: 3 clusters Score -1870803 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1870935.375000 Penalty: 4736.457520
	Iteration 11Q: 3 clusters Score -1870935 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1871011.250000 Penalty: 4736.457520
	Iteration 12Q: 3 clusters Score -1871011 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1871039.500000 Penalty: 4736.457520
	Iteration 13Q: 3 clusters Score -1871040 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1871070.500000 Penalty: 4736.457520
	Iteration 14Q: 3 clusters Score -1871070 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1871085.875000 Penalty: 4736.457520
	Iteration 15Q: 3 clusters Score -1871086 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1871099.000000 Penalty: 4736.457520
	Iteration 16Q: 3 clusters Score -1871099 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1871116.125000 Penalty: 4736.457520
	Iteration 17Q: 3 clusters Score -1871116 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1871129.250000 Penalty: 4736.457520
	Iteration 18Q: 3 clusters Score -1871129 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1871137.750000 Penalty: 4736.457520
	Iteration 19Q: 3 clusters Score -1871138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1871145.250000 Penalty: 4736.457520
	Iteration 20F: 3 clusters Score -1871145 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1871152.125000 Penalty: 4736.457520
	Iteration 21Q: 3 clusters Score -1871152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1871159.125000 Penalty: 4736.457520
	Iteration 22Q: 3 clusters Score -1871159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1871164.625000 Penalty: 4736.457520
	Iteration 23Q: 3 clusters Score -1871165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1871172.500000 Penalty: 4736.457520
	Iteration 24Q: 3 clusters Score -1871172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1871176.500000 Penalty: 4736.457520
	Iteration 25Q: 3 clusters Score -1871176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1871176.125000 Penalty: 4736.457520
	Iteration 26Q: 3 clusters Score -1871176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1871185.625000 Penalty: 4736.457520
	Iteration 27Q: 3 clusters Score -1871186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1871190.875000 Penalty: 4736.457520
	Iteration 28Q: 3 clusters Score -1871191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1871195.250000 Penalty: 4736.457520
	Iteration 29Q: 3 clusters Score -1871195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1871196.750000 Penalty: 4736.457520
	Iteration 30Q: 3 clusters Score -1871197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1871197.625000 Penalty: 4736.457520
	Iteration 31Q: 3 clusters Score -1871198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1871202.500000 Penalty: 4736.457520
	Iteration 32Q: 3 clusters Score -1871202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1871204.875000 Penalty: 4736.457520
	Iteration 33Q: 3 clusters Score -1871205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1871205.125000 Penalty: 4736.457520
	Iteration 34Q: 3 clusters Score -1871205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1871206.625000 Penalty: 4736.457520
	Iteration 35Q: 3 clusters Score -1871207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1871208.250000 Penalty: 4736.457520
	Iteration 36Q: 3 clusters Score -1871208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1871212.250000 Penalty: 4736.457520
	Iteration 37Q: 3 clusters Score -1871212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1871219.375000 Penalty: 4736.457520
	Iteration 38Q: 3 clusters Score -1871219 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1871224.625000 Penalty: 4736.457520
	Iteration 39Q: 3 clusters Score -1871225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1871224.375000 Penalty: 4736.457520
	Iteration 40F: 3 clusters Score -1871224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1871227.625000 Penalty: 4736.457520
	Iteration 41Q: 3 clusters Score -1871228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1871232.125000 Penalty: 4736.457520
	Iteration 42Q: 3 clusters Score -1871232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1871239.500000 Penalty: 4736.457520
	Iteration 43Q: 3 clusters Score -1871240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1871240.250000 Penalty: 4736.457520
	Iteration 44Q: 3 clusters Score -1871240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1871236.625000 Penalty: 4736.457520
	Iteration 45Q: 3 clusters Score -1871237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1871246.375000 Penalty: 4736.457520
	Iteration 46Q: 3 clusters Score -1871246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1871249.750000 Penalty: 4736.457520
	Iteration 47Q: 3 clusters Score -1871250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1871252.250000 Penalty: 4736.457520
	Iteration 48Q: 3 clusters Score -1871252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1871258.125000 Penalty: 4736.457520
	Iteration 49Q: 3 clusters Score -1871258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1871256.500000 Penalty: 4736.457520
	Iteration 50Q: 3 clusters Score -1871256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1871260.875000 Penalty: 4736.457520
	Iteration 51Q: 3 clusters Score -1871261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1871262.000000 Penalty: 4736.457520
	Iteration 52Q: 3 clusters Score -1871262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1871268.375000 Penalty: 4736.457520
	Iteration 53Q: 3 clusters Score -1871268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1871265.125000 Penalty: 4736.457520
	Iteration 54Q: 3 clusters Score -1871265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1871268.125000 Penalty: 4736.457520
	Iteration 55Q: 3 clusters Score -1871268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1871268.125000 Penalty: 4736.457520
	Iteration 56Q: 3 clusters Score -1871268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1871269.375000 Penalty: 4736.457520
	Iteration 57Q: 3 clusters Score -1871269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1871271.625000 Penalty: 4736.457520
	Iteration 58Q: 3 clusters Score -1871272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1871272.625000 Penalty: 4736.457520
	Iteration 59Q: 3 clusters Score -1871273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1871268.500000 Penalty: 4736.457520
	Iteration 60F: 3 clusters Score -1871268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1871268.375000 Penalty: 4736.457520
	Iteration 61Q: 3 clusters Score -1871268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1871268.000000 Penalty: 4736.457520
	Iteration 62Q: 3 clusters Score -1871268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1871267.375000 Penalty: 4736.457520
	Iteration 63Q: 3 clusters Score -1871267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1871271.250000 Penalty: 4736.457520
	Iteration 64Q: 3 clusters Score -1871271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1871273.250000 Penalty: 4736.457520
	Iteration 65Q: 3 clusters Score -1871273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1871272.125000 Penalty: 4736.457520
	Iteration 66Q: 3 clusters Score -1871272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1871270.125000 Penalty: 4736.457520
	Iteration 67Q: 3 clusters Score -1871270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1871273.875000 Penalty: 4736.457520
	Iteration 68Q: 3 clusters Score -1871274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1871275.250000 Penalty: 4736.457520
	Iteration 69Q: 3 clusters Score -1871275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1871273.500000 Penalty: 4736.457520
	Iteration 70Q: 3 clusters Score -1871274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1871273.500000 Penalty: 4736.457520
	Iteration 71Q: 3 clusters Score -1871274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1871274.375000 Penalty: 4736.457520
	Iteration 72Q: 3 clusters Score -1871274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1871274.375000 Penalty: 4736.457520
	Iteration 73F: 3 clusters Score -1871274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (154703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154703 members 
Entering Unmasked Estep 
Score: -21658358.000000 Penalty: 2963.417236
	Iteration 0F: 2 clusters Score -2.165836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77206 members 
Mstep: Class 2 contains 77497 members 
Entering Unmasked Estep 
Score: -21557744.000000 Penalty: 5926.834473
	Iteration 0F: 3 clusters Score -2.155774e+07 nChanged 73934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75860 members 
Mstep: Class 2 contains 78843 members 
Entering Unmasked Estep 
Score: -21599436.000000 Penalty: 5926.834473
	Iteration 1F: 3 clusters Score -2.159944e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74899 members 
Mstep: Class 2 contains 79804 members 
Entering Unmasked Estep 
Score: -21600186.000000 Penalty: 5926.834473
	Iteration 2Q: 3 clusters Score -2.160019e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73465 members 
Mstep: Class 2 contains 81238 members 
Entering Unmasked Estep 
Score: -21601068.000000 Penalty: 5926.834473
	Iteration 3Q: 3 clusters Score -2.160107e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71249 members 
Mstep: Class 2 contains 83454 members 
Entering Unmasked Estep 
Score: -21602276.000000 Penalty: 5926.834473
	Iteration 4Q: 3 clusters Score -2.160228e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67841 members 
Mstep: Class 2 contains 86862 members 
Entering Unmasked Estep 
Score: -21604196.000000 Penalty: 5926.834473
	Iteration 5Q: 3 clusters Score -2.16042e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 92024 members 
Entering Unmasked Estep 
Score: -21607540.000000 Penalty: 5926.834473
	Iteration 6Q: 3 clusters Score -2.160754e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 99648 members 
Entering Unmasked Estep 
Score: -21613032.000000 Penalty: 5926.834473
	Iteration 7F: 3 clusters Score -2.161303e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 110015 members 
Entering Unmasked Estep 
Score: -21621914.000000 Penalty: 5926.834473
	Iteration 8F: 3 clusters Score -2.162191e+07 nChanged 12853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 121766 members 
Entering Unmasked Estep 
Score: -21633150.000000 Penalty: 5926.834473
	Iteration 9F: 3 clusters Score -2.163315e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 131949 members 
Entering Unmasked Estep 
Score: -21643248.000000 Penalty: 5926.834473
	Iteration 10F: 3 clusters Score -2.164325e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 138306 members 
Entering Unmasked Estep 
Score: -21650168.000000 Penalty: 5926.834473
	Iteration 11Q: 3 clusters Score -2.165017e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 141395 members 
Entering Unmasked Estep 
Score: -21653762.000000 Penalty: 5926.834473
	Iteration 12Q: 3 clusters Score -2.165376e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 143015 members 
Entering Unmasked Estep 
Score: -21655036.000000 Penalty: 5926.834473
	Iteration 13Q: 3 clusters Score -2.165504e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 144238 members 
Entering Unmasked Estep 
Score: -21655664.000000 Penalty: 5926.834473
	Iteration 14Q: 3 clusters Score -2.165566e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 145235 members 
Entering Unmasked Estep 
Score: -21655948.000000 Penalty: 5926.834473
	Iteration 15Q: 3 clusters Score -2.165595e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 146076 members 
Entering Unmasked Estep 
Score: -21656196.000000 Penalty: 5926.834473
	Iteration 16Q: 3 clusters Score -2.16562e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 146761 members 
Entering Unmasked Estep 
Score: -21656352.000000 Penalty: 5926.834473
	Iteration 17Q: 3 clusters Score -2.165635e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 147313 members 
Entering Unmasked Estep 
Score: -21656578.000000 Penalty: 5926.834473
	Iteration 18Q: 3 clusters Score -2.165658e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 147819 members 
Entering Unmasked Estep 
Score: -21656730.000000 Penalty: 5926.834473
	Iteration 19Q: 3 clusters Score -2.165673e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 148285 members 
Entering Unmasked Estep 
Score: -21656766.000000 Penalty: 5926.834473
	Iteration 20F: 3 clusters Score -2.165677e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 148691 members 
Entering Unmasked Estep 
Score: -21656832.000000 Penalty: 5926.834473
	Iteration 21Q: 3 clusters Score -2.165683e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 149044 members 
Entering Unmasked Estep 
Score: -21656880.000000 Penalty: 5926.834473
	Iteration 22Q: 3 clusters Score -2.165688e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 149341 members 
Entering Unmasked Estep 
Score: -21656890.000000 Penalty: 5926.834473
	Iteration 23Q: 3 clusters Score -2.165689e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 149610 members 
Entering Unmasked Estep 
Score: -21656908.000000 Penalty: 5926.834473
	Iteration 24Q: 3 clusters Score -2.165691e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 149864 members 
Entering Unmasked Estep 
Score: -21656942.000000 Penalty: 5926.834473
	Iteration 25Q: 3 clusters Score -2.165694e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 150093 members 
Entering Unmasked Estep 
Score: -21656960.000000 Penalty: 5926.834473
	Iteration 26Q: 3 clusters Score -2.165696e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 150281 members 
Entering Unmasked Estep 
Score: -21657024.000000 Penalty: 5926.834473
	Iteration 27Q: 3 clusters Score -2.165702e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 150447 members 
Entering Unmasked Estep 
Score: -21657022.000000 Penalty: 5926.834473
	Iteration 28Q: 3 clusters Score -2.165702e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 150591 members 
Entering Unmasked Estep 
Score: -21657082.000000 Penalty: 5926.834473
	Iteration 29Q: 3 clusters Score -2.165708e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 150714 members 
Entering Unmasked Estep 
Score: -21657100.000000 Penalty: 5926.834473
	Iteration 30Q: 3 clusters Score -2.16571e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 150815 members 
Entering Unmasked Estep 
Score: -21657096.000000 Penalty: 5926.834473
	Iteration 31Q: 3 clusters Score -2.16571e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 150896 members 
Entering Unmasked Estep 
Score: -21657120.000000 Penalty: 5926.834473
	Iteration 32Q: 3 clusters Score -2.165712e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 150969 members 
Entering Unmasked Estep 
Score: -21657094.000000 Penalty: 5926.834473
	Iteration 33Q: 3 clusters Score -2.165709e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 151019 members 
Entering Unmasked Estep 
Score: -21657088.000000 Penalty: 5926.834473
	Iteration 34Q: 3 clusters Score -2.165709e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 151071 members 
Entering Unmasked Estep 
Score: -21657118.000000 Penalty: 5926.834473
	Iteration 35Q: 3 clusters Score -2.165712e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 151126 members 
Entering Unmasked Estep 
Score: -21657066.000000 Penalty: 5926.834473
	Iteration 36Q: 3 clusters Score -2.165707e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 151170 members 
Entering Unmasked Estep 
Score: -21657054.000000 Penalty: 5926.834473
	Iteration 37Q: 3 clusters Score -2.165705e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 151216 members 
Entering Unmasked Estep 
Score: -21657030.000000 Penalty: 5926.834473
	Iteration 38Q: 3 clusters Score -2.165703e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 151251 members 
Entering Unmasked Estep 
Score: -21657060.000000 Penalty: 5926.834473
	Iteration 39Q: 3 clusters Score -2.165706e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 151280 members 
Entering Unmasked Estep 
Score: -21657026.000000 Penalty: 5926.834473
	Iteration 40F: 3 clusters Score -2.165703e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 151305 members 
Entering Unmasked Estep 
Score: -21657008.000000 Penalty: 5926.834473
	Iteration 41Q: 3 clusters Score -2.165701e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 151345 members 
Entering Unmasked Estep 
Score: -21657012.000000 Penalty: 5926.834473
	Iteration 42Q: 3 clusters Score -2.165701e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 151382 members 
Entering Unmasked Estep 
Score: -21657018.000000 Penalty: 5926.834473
	Iteration 43Q: 3 clusters Score -2.165702e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 151415 members 
Entering Unmasked Estep 
Score: -21656980.000000 Penalty: 5926.834473
	Iteration 44Q: 3 clusters Score -2.165698e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 151442 members 
Entering Unmasked Estep 
Score: -21656994.000000 Penalty: 5926.834473
	Iteration 45Q: 3 clusters Score -2.165699e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 151486 members 
Entering Unmasked Estep 
Score: -21656968.000000 Penalty: 5926.834473
	Iteration 46Q: 3 clusters Score -2.165697e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 151521 members 
Entering Unmasked Estep 
Score: -21656944.000000 Penalty: 5926.834473
	Iteration 47Q: 3 clusters Score -2.165694e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 151556 members 
Entering Unmasked Estep 
Score: -21656986.000000 Penalty: 5926.834473
	Iteration 48Q: 3 clusters Score -2.165699e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 151579 members 
Entering Unmasked Estep 
Score: -21656996.000000 Penalty: 5926.834473
	Iteration 49Q: 3 clusters Score -2.1657e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 151603 members 
Entering Unmasked Estep 
Score: -21656982.000000 Penalty: 5926.834473
	Iteration 50Q: 3 clusters Score -2.165698e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 151625 members 
Entering Unmasked Estep 
Score: -21656994.000000 Penalty: 5926.834473
	Iteration 51Q: 3 clusters Score -2.165699e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 151642 members 
Entering Unmasked Estep 
Score: -21656986.000000 Penalty: 5926.834473
	Iteration 52Q: 3 clusters Score -2.165699e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 151655 members 
Entering Unmasked Estep 
Score: -21656980.000000 Penalty: 5926.834473
	Iteration 53Q: 3 clusters Score -2.165698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 151662 members 
Entering Unmasked Estep 
Score: -21656968.000000 Penalty: 5926.834473
	Iteration 54Q: 3 clusters Score -2.165697e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 151677 members 
Entering Unmasked Estep 
Score: -21656984.000000 Penalty: 5926.834473
	Iteration 55Q: 3 clusters Score -2.165698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 151692 members 
Entering Unmasked Estep 
Score: -21656958.000000 Penalty: 5926.834473
	Iteration 56Q: 3 clusters Score -2.165696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 151704 members 
Entering Unmasked Estep 
Score: -21656970.000000 Penalty: 5926.834473
	Iteration 57Q: 3 clusters Score -2.165697e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 151720 members 
Entering Unmasked Estep 
Score: -21656946.000000 Penalty: 5926.834473
	Iteration 58Q: 3 clusters Score -2.165695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 151732 members 
Entering Unmasked Estep 
Score: -21656942.000000 Penalty: 5926.834473
	Iteration 59Q: 3 clusters Score -2.165694e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 151749 members 
Entering Unmasked Estep 
Score: -21656938.000000 Penalty: 5926.834473
	Iteration 60F: 3 clusters Score -2.165694e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 151764 members 
Entering Unmasked Estep 
Score: -21656962.000000 Penalty: 5926.834473
	Iteration 61Q: 3 clusters Score -2.165696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 151781 members 
Entering Unmasked Estep 
Score: -21656982.000000 Penalty: 5926.834473
	Iteration 62Q: 3 clusters Score -2.165698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 151803 members 
Entering Unmasked Estep 
Score: -21656950.000000 Penalty: 5926.834473
	Iteration 63Q: 3 clusters Score -2.165695e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 151835 members 
Entering Unmasked Estep 
Score: -21656944.000000 Penalty: 5926.834473
	Iteration 64Q: 3 clusters Score -2.165694e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 151863 members 
Entering Unmasked Estep 
Score: -21656918.000000 Penalty: 5926.834473
	Iteration 65Q: 3 clusters Score -2.165692e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 151873 members 
Entering Unmasked Estep 
Score: -21656912.000000 Penalty: 5926.834473
	Iteration 66Q: 3 clusters Score -2.165691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 151882 members 
Entering Unmasked Estep 
Score: -21656894.000000 Penalty: 5926.834473
	Iteration 67Q: 3 clusters Score -2.165689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 151886 members 
Entering Unmasked Estep 
Score: -21656900.000000 Penalty: 5926.834473
	Iteration 68Q: 3 clusters Score -2.16569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 151894 members 
Entering Unmasked Estep 
Score: -21656894.000000 Penalty: 5926.834473
	Iteration 69Q: 3 clusters Score -2.165689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 151905 members 
Entering Unmasked Estep 
Score: -21656910.000000 Penalty: 5926.834473
	Iteration 70Q: 3 clusters Score -2.165691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 151918 members 
Entering Unmasked Estep 
Score: -21656938.000000 Penalty: 5926.834473
	Iteration 71Q: 3 clusters Score -2.165694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 151931 members 
Entering Unmasked Estep 
Score: -21656924.000000 Penalty: 5926.834473
	Iteration 72Q: 3 clusters Score -2.165692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 151942 members 
Entering Unmasked Estep 
Score: -21656946.000000 Penalty: 5926.834473
	Iteration 73Q: 3 clusters Score -2.165695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 151954 members 
Entering Unmasked Estep 
Score: -21656934.000000 Penalty: 5926.834473
	Iteration 74Q: 3 clusters Score -2.165693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 151961 members 
Entering Unmasked Estep 
Score: -21656932.000000 Penalty: 5926.834473
	Iteration 75Q: 3 clusters Score -2.165693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 151970 members 
Entering Unmasked Estep 
Score: -21656916.000000 Penalty: 5926.834473
	Iteration 76Q: 3 clusters Score -2.165692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 151978 members 
Entering Unmasked Estep 
Score: -21656902.000000 Penalty: 5926.834473
	Iteration 77Q: 3 clusters Score -2.16569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 151988 members 
Entering Unmasked Estep 
Score: -21656892.000000 Penalty: 5926.834473
	Iteration 78Q: 3 clusters Score -2.165689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 151996 members 
Entering Unmasked Estep 
Score: -21656894.000000 Penalty: 5926.834473
	Iteration 79Q: 3 clusters Score -2.165689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 152003 members 
Entering Unmasked Estep 
Score: -21656898.000000 Penalty: 5926.834473
	Iteration 80F: 3 clusters Score -2.16569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 152009 members 
Entering Unmasked Estep 
Score: -21656900.000000 Penalty: 5926.834473
	Iteration 81Q: 3 clusters Score -2.16569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 152011 members 
Entering Unmasked Estep 
Score: -21656898.000000 Penalty: 5926.834473
	Iteration 82Q: 3 clusters Score -2.16569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 152013 members 
Entering Unmasked Estep 
Score: -21656882.000000 Penalty: 5926.834473
	Iteration 83Q: 3 clusters Score -2.165688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 152014 members 
Entering Unmasked Estep 
Score: -21656894.000000 Penalty: 5926.834473
	Iteration 84Q: 3 clusters Score -2.165689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 152015 members 
Entering Unmasked Estep 
Score: -21656894.000000 Penalty: 5926.834473
	Iteration 85Q: 3 clusters Score -2.165689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 152015 members 
Entering Unmasked Estep 
Score: -21656894.000000 Penalty: 5926.834473
	Iteration 86F: 3 clusters Score -2.165689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Entering Unmasked Estep 
Score: -512441.531250 Penalty: 2050.899902
	Iteration 0F: 2 clusters Score -512441.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -508664.875000 Penalty: 4101.799805
	Iteration 0F: 3 clusters Score -508664.9 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -509491.843750 Penalty: 4101.799805
	Iteration 1F: 3 clusters Score -509491.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -509687.843750 Penalty: 4101.799805
	Iteration 2F: 3 clusters Score -509687.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -509836.125000 Penalty: 4101.799805
	Iteration 3Q: 3 clusters Score -509836.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -510002.750000 Penalty: 4101.799805
	Iteration 4Q: 3 clusters Score -510002.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -510147.281250 Penalty: 4101.799805
	Iteration 5Q: 3 clusters Score -510147.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -510281.906250 Penalty: 4101.799805
	Iteration 6Q: 3 clusters Score -510281.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -510399.218750 Penalty: 4101.799805
	Iteration 7Q: 3 clusters Score -510399.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -510506.250000 Penalty: 4101.799805
	Iteration 8Q: 3 clusters Score -510506.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -510596.187500 Penalty: 4101.799805
	Iteration 9Q: 3 clusters Score -510596.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -510681.562500 Penalty: 4101.799805
	Iteration 10Q: 3 clusters Score -510681.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -510762.750000 Penalty: 4101.799805
	Iteration 11Q: 3 clusters Score -510762.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -510833.250000 Penalty: 4101.799805
	Iteration 12Q: 3 clusters Score -510833.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -510888.031250 Penalty: 4101.799805
	Iteration 13Q: 3 clusters Score -510888 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -510930.718750 Penalty: 4101.799805
	Iteration 14Q: 3 clusters Score -510930.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -510977.031250 Penalty: 4101.799805
	Iteration 15Q: 3 clusters Score -510977 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -511015.187500 Penalty: 4101.799805
	Iteration 16Q: 3 clusters Score -511015.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -511049.062500 Penalty: 4101.799805
	Iteration 17Q: 3 clusters Score -511049.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -511080.718750 Penalty: 4101.799805
	Iteration 18Q: 3 clusters Score -511080.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -511100.062500 Penalty: 4101.799805
	Iteration 19Q: 3 clusters Score -511100.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -511122.031250 Penalty: 4101.799805
	Iteration 20F: 3 clusters Score -511122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -511146.750000 Penalty: 4101.799805
	Iteration 21Q: 3 clusters Score -511146.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -511162.468750 Penalty: 4101.799805
	Iteration 22Q: 3 clusters Score -511162.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -511177.718750 Penalty: 4101.799805
	Iteration 23Q: 3 clusters Score -511177.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -511191.312500 Penalty: 4101.799805
	Iteration 24Q: 3 clusters Score -511191.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -511197.250000 Penalty: 4101.799805
	Iteration 25Q: 3 clusters Score -511197.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -511201.687500 Penalty: 4101.799805
	Iteration 26Q: 3 clusters Score -511201.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -511204.718750 Penalty: 4101.799805
	Iteration 27Q: 3 clusters Score -511204.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -511208.625000 Penalty: 4101.799805
	Iteration 28Q: 3 clusters Score -511208.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -511212.000000 Penalty: 4101.799805
	Iteration 29Q: 3 clusters Score -511212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -511214.781250 Penalty: 4101.799805
	Iteration 30Q: 3 clusters Score -511214.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -511216.875000 Penalty: 4101.799805
	Iteration 31Q: 3 clusters Score -511216.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -511221.031250 Penalty: 4101.799805
	Iteration 32Q: 3 clusters Score -511221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -511224.937500 Penalty: 4101.799805
	Iteration 33Q: 3 clusters Score -511224.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -511227.812500 Penalty: 4101.799805
	Iteration 34Q: 3 clusters Score -511227.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -511229.468750 Penalty: 4101.799805
	Iteration 35Q: 3 clusters Score -511229.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -511230.187500 Penalty: 4101.799805
	Iteration 36Q: 3 clusters Score -511230.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -511230.187500 Penalty: 4101.799805
	Iteration 37F: 3 clusters Score -511230.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Entering Unmasked Estep 
Score: -735452.937500 Penalty: 2142.398193
	Iteration 0F: 2 clusters Score -735452.9 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 2805 members 
Entering Unmasked Estep 
Score: -730544.562500 Penalty: 4284.796387
	Iteration 0F: 3 clusters Score -730544.6 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -731798.312500 Penalty: 4284.796387
	Iteration 1F: 3 clusters Score -731798.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -732056.562500 Penalty: 4284.796387
	Iteration 2F: 3 clusters Score -732056.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -732249.062500 Penalty: 4284.796387
	Iteration 3F: 3 clusters Score -732249.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -732375.625000 Penalty: 4284.796387
	Iteration 4Q: 3 clusters Score -732375.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -732500.500000 Penalty: 4284.796387
	Iteration 5Q: 3 clusters Score -732500.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -732613.812500 Penalty: 4284.796387
	Iteration 6Q: 3 clusters Score -732613.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -732718.687500 Penalty: 4284.796387
	Iteration 7Q: 3 clusters Score -732718.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -732815.562500 Penalty: 4284.796387
	Iteration 8Q: 3 clusters Score -732815.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -732901.312500 Penalty: 4284.796387
	Iteration 9Q: 3 clusters Score -732901.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -732998.062500 Penalty: 4284.796387
	Iteration 10Q: 3 clusters Score -732998.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -733094.250000 Penalty: 4284.796387
	Iteration 11Q: 3 clusters Score -733094.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -733192.187500 Penalty: 4284.796387
	Iteration 12Q: 3 clusters Score -733192.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -733310.625000 Penalty: 4284.796387
	Iteration 13Q: 3 clusters Score -733310.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -733455.750000 Penalty: 4284.796387
	Iteration 14Q: 3 clusters Score -733455.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -733637.562500 Penalty: 4284.796387
	Iteration 15Q: 3 clusters Score -733637.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -733847.375000 Penalty: 4284.796387
	Iteration 16Q: 3 clusters Score -733847.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -734043.125000 Penalty: 4284.796387
	Iteration 17Q: 3 clusters Score -734043.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -734196.187500 Penalty: 4284.796387
	Iteration 18Q: 3 clusters Score -734196.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -734341.750000 Penalty: 4284.796387
	Iteration 19Q: 3 clusters Score -734341.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -734457.125000 Penalty: 4284.796387
	Iteration 20F: 3 clusters Score -734457.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -734518.187500 Penalty: 4284.796387
	Iteration 21Q: 3 clusters Score -734518.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -734548.437500 Penalty: 4284.796387
	Iteration 22Q: 3 clusters Score -734548.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -734579.812500 Penalty: 4284.796387
	Iteration 23Q: 3 clusters Score -734579.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -734603.062500 Penalty: 4284.796387
	Iteration 24Q: 3 clusters Score -734603.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -734615.937500 Penalty: 4284.796387
	Iteration 25Q: 3 clusters Score -734615.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -734625.875000 Penalty: 4284.796387
	Iteration 26Q: 3 clusters Score -734625.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -734638.375000 Penalty: 4284.796387
	Iteration 27Q: 3 clusters Score -734638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -734640.000000 Penalty: 4284.796387
	Iteration 28Q: 3 clusters Score -734640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -734646.875000 Penalty: 4284.796387
	Iteration 29Q: 3 clusters Score -734646.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -734649.562500 Penalty: 4284.796387
	Iteration 30Q: 3 clusters Score -734649.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -734653.875000 Penalty: 4284.796387
	Iteration 31Q: 3 clusters Score -734653.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -734655.500000 Penalty: 4284.796387
	Iteration 32Q: 3 clusters Score -734655.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -734655.500000 Penalty: 4284.796387
	Iteration 33F: 3 clusters Score -734655.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -16631.861328 Penalty: 1227.292480
	Iteration 0F: 2 clusters Score -16631.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15759.540039 Penalty: 2454.584961
	Iteration 0F: 3 clusters Score -15759.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15772.816406 Penalty: 2454.584961
	Iteration 1Q: 3 clusters Score -15772.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15780.337891 Penalty: 2454.584961
	Iteration 2Q: 3 clusters Score -15780.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15780.337891 Penalty: 2454.584961
	Iteration 3F: 3 clusters Score -15780.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (287321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287321 members 
Entering Unmasked Estep 
Score: -39381508.000000 Penalty: 3116.952148
	Iteration 0F: 2 clusters Score -3.938151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143633 members 
Mstep: Class 2 contains 143688 members 
Entering Unmasked Estep 
Score: -39207704.000000 Penalty: 6233.904297
	Iteration 0F: 3 clusters Score -3.92077e+07 nChanged 139167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142828 members 
Mstep: Class 2 contains 144493 members 
Entering Unmasked Estep 
Score: -39291084.000000 Penalty: 6233.904297
	Iteration 1F: 3 clusters Score -3.929108e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142443 members 
Mstep: Class 2 contains 144878 members 
Entering Unmasked Estep 
Score: -39293080.000000 Penalty: 6233.904297
	Iteration 2Q: 3 clusters Score -3.929308e+07 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141841 members 
Mstep: Class 2 contains 145480 members 
Entering Unmasked Estep 
Score: -39294980.000000 Penalty: 6233.904297
	Iteration 3Q: 3 clusters Score -3.929498e+07 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141075 members 
Mstep: Class 2 contains 146246 members 
Entering Unmasked Estep 
Score: -39298112.000000 Penalty: 6233.904297
	Iteration 4Q: 3 clusters Score -3.929811e+07 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140251 members 
Mstep: Class 2 contains 147070 members 
Entering Unmasked Estep 
Score: -39301776.000000 Penalty: 6233.904297
	Iteration 5Q: 3 clusters Score -3.930178e+07 nChanged 11647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139386 members 
Mstep: Class 2 contains 147935 members 
Entering Unmasked Estep 
Score: -39305868.000000 Penalty: 6233.904297
	Iteration 6Q: 3 clusters Score -3.930587e+07 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138641 members 
Mstep: Class 2 contains 148680 members 
Entering Unmasked Estep 
Score: -39311404.000000 Penalty: 6233.904297
	Iteration 7Q: 3 clusters Score -3.93114e+07 nChanged 14140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138183 members 
Mstep: Class 2 contains 149138 members 
Entering Unmasked Estep 
Score: -39318632.000000 Penalty: 6233.904297
	Iteration 8Q: 3 clusters Score -3.931863e+07 nChanged 15115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138552 members 
Mstep: Class 2 contains 148769 members 
Entering Unmasked Estep 
Score: -39327536.000000 Penalty: 6233.904297
	Iteration 9F: 3 clusters Score -3.932754e+07 nChanged 15109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139505 members 
Mstep: Class 2 contains 147816 members 
Entering Unmasked Estep 
Score: -39336412.000000 Penalty: 6233.904297
	Iteration 10F: 3 clusters Score -3.933641e+07 nChanged 13290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140503 members 
Mstep: Class 2 contains 146818 members 
Entering Unmasked Estep 
Score: -39342684.000000 Penalty: 6233.904297
	Iteration 11Q: 3 clusters Score -3.934268e+07 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141073 members 
Mstep: Class 2 contains 146248 members 
Entering Unmasked Estep 
Score: -39345604.000000 Penalty: 6233.904297
	Iteration 12Q: 3 clusters Score -3.93456e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141298 members 
Mstep: Class 2 contains 146023 members 
Entering Unmasked Estep 
Score: -39346704.000000 Penalty: 6233.904297
	Iteration 13Q: 3 clusters Score -3.93467e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141372 members 
Mstep: Class 2 contains 145949 members 
Entering Unmasked Estep 
Score: -39347044.000000 Penalty: 6233.904297
	Iteration 14Q: 3 clusters Score -3.934704e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141434 members 
Mstep: Class 2 contains 145887 members 
Entering Unmasked Estep 
Score: -39347208.000000 Penalty: 6233.904297
	Iteration 15Q: 3 clusters Score -3.934721e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141509 members 
Mstep: Class 2 contains 145812 members 
Entering Unmasked Estep 
Score: -39347348.000000 Penalty: 6233.904297
	Iteration 16Q: 3 clusters Score -3.934735e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141554 members 
Mstep: Class 2 contains 145767 members 
Entering Unmasked Estep 
Score: -39347424.000000 Penalty: 6233.904297
	Iteration 17Q: 3 clusters Score -3.934742e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141639 members 
Mstep: Class 2 contains 145682 members 
Entering Unmasked Estep 
Score: -39347440.000000 Penalty: 6233.904297
	Iteration 18Q: 3 clusters Score -3.934744e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141638 members 
Mstep: Class 2 contains 145683 members 
Entering Unmasked Estep 
Score: -39347532.000000 Penalty: 6233.904297
	Iteration 19Q: 3 clusters Score -3.934753e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141651 members 
Mstep: Class 2 contains 145670 members 
Entering Unmasked Estep 
Score: -39347584.000000 Penalty: 6233.904297
	Iteration 20F: 3 clusters Score -3.934758e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141694 members 
Mstep: Class 2 contains 145627 members 
Entering Unmasked Estep 
Score: -39347612.000000 Penalty: 6233.904297
	Iteration 21Q: 3 clusters Score -3.934761e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141767 members 
Mstep: Class 2 contains 145554 members 
Entering Unmasked Estep 
Score: -39347520.000000 Penalty: 6233.904297
	Iteration 22Q: 3 clusters Score -3.934752e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141848 members 
Mstep: Class 2 contains 145473 members 
Entering Unmasked Estep 
Score: -39347724.000000 Penalty: 6233.904297
	Iteration 23Q: 3 clusters Score -3.934772e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141987 members 
Mstep: Class 2 contains 145334 members 
Entering Unmasked Estep 
Score: -39347964.000000 Penalty: 6233.904297
	Iteration 24Q: 3 clusters Score -3.934796e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142107 members 
Mstep: Class 2 contains 145214 members 
Entering Unmasked Estep 
Score: -39348168.000000 Penalty: 6233.904297
	Iteration 25Q: 3 clusters Score -3.934817e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142238 members 
Mstep: Class 2 contains 145083 members 
Entering Unmasked Estep 
Score: -39348332.000000 Penalty: 6233.904297
	Iteration 26Q: 3 clusters Score -3.934833e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142355 members 
Mstep: Class 2 contains 144966 members 
Entering Unmasked Estep 
Score: -39348364.000000 Penalty: 6233.904297
	Iteration 27Q: 3 clusters Score -3.934836e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142538 members 
Mstep: Class 2 contains 144783 members 
Entering Unmasked Estep 
Score: -39348404.000000 Penalty: 6233.904297
	Iteration 28Q: 3 clusters Score -3.93484e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142723 members 
Mstep: Class 2 contains 144598 members 
Entering Unmasked Estep 
Score: -39348596.000000 Penalty: 6233.904297
	Iteration 29Q: 3 clusters Score -3.93486e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142938 members 
Mstep: Class 2 contains 144383 members 
Entering Unmasked Estep 
Score: -39348760.000000 Penalty: 6233.904297
	Iteration 30Q: 3 clusters Score -3.934876e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143183 members 
Mstep: Class 2 contains 144138 members 
Entering Unmasked Estep 
Score: -39348752.000000 Penalty: 6233.904297
	Iteration 31Q: 3 clusters Score -3.934875e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143463 members 
Mstep: Class 2 contains 143858 members 
Entering Unmasked Estep 
Score: -39348692.000000 Penalty: 6233.904297
	Iteration 32Q: 3 clusters Score -3.934869e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143760 members 
Mstep: Class 2 contains 143561 members 
Entering Unmasked Estep 
Score: -39348708.000000 Penalty: 6233.904297
	Iteration 33Q: 3 clusters Score -3.934871e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144105 members 
Mstep: Class 2 contains 143216 members 
Entering Unmasked Estep 
Score: -39348740.000000 Penalty: 6233.904297
	Iteration 34Q: 3 clusters Score -3.934874e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144460 members 
Mstep: Class 2 contains 142861 members 
Entering Unmasked Estep 
Score: -39348736.000000 Penalty: 6233.904297
	Iteration 35Q: 3 clusters Score -3.934874e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144820 members 
Mstep: Class 2 contains 142501 members 
Entering Unmasked Estep 
Score: -39348788.000000 Penalty: 6233.904297
	Iteration 36Q: 3 clusters Score -3.934879e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145181 members 
Mstep: Class 2 contains 142140 members 
Entering Unmasked Estep 
Score: -39348804.000000 Penalty: 6233.904297
	Iteration 37Q: 3 clusters Score -3.93488e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145522 members 
Mstep: Class 2 contains 141799 members 
Entering Unmasked Estep 
Score: -39348928.000000 Penalty: 6233.904297
	Iteration 38Q: 3 clusters Score -3.934893e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145907 members 
Mstep: Class 2 contains 141414 members 
Entering Unmasked Estep 
Score: -39348868.000000 Penalty: 6233.904297
	Iteration 39Q: 3 clusters Score -3.934887e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146312 members 
Mstep: Class 2 contains 141009 members 
Entering Unmasked Estep 
Score: -39349064.000000 Penalty: 6233.904297
	Iteration 40F: 3 clusters Score -3.934906e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146766 members 
Mstep: Class 2 contains 140555 members 
Entering Unmasked Estep 
Score: -39349200.000000 Penalty: 6233.904297
	Iteration 41Q: 3 clusters Score -3.93492e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147227 members 
Mstep: Class 2 contains 140094 members 
Entering Unmasked Estep 
Score: -39349260.000000 Penalty: 6233.904297
	Iteration 42Q: 3 clusters Score -3.934926e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147781 members 
Mstep: Class 2 contains 139540 members 
Entering Unmasked Estep 
Score: -39349280.000000 Penalty: 6233.904297
	Iteration 43Q: 3 clusters Score -3.934928e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148331 members 
Mstep: Class 2 contains 138990 members 
Entering Unmasked Estep 
Score: -39349280.000000 Penalty: 6233.904297
	Iteration 44Q: 3 clusters Score -3.934928e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148968 members 
Mstep: Class 2 contains 138353 members 
Entering Unmasked Estep 
Score: -39349176.000000 Penalty: 6233.904297
	Iteration 45Q: 3 clusters Score -3.934918e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149676 members 
Mstep: Class 2 contains 137645 members 
Entering Unmasked Estep 
Score: -39349152.000000 Penalty: 6233.904297
	Iteration 46Q: 3 clusters Score -3.934915e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150455 members 
Mstep: Class 2 contains 136866 members 
Entering Unmasked Estep 
Score: -39349080.000000 Penalty: 6233.904297
	Iteration 47Q: 3 clusters Score -3.934908e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151199 members 
Mstep: Class 2 contains 136122 members 
Entering Unmasked Estep 
Score: -39349132.000000 Penalty: 6233.904297
	Iteration 48Q: 3 clusters Score -3.934913e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151971 members 
Mstep: Class 2 contains 135350 members 
Entering Unmasked Estep 
Score: -39349080.000000 Penalty: 6233.904297
	Iteration 49Q: 3 clusters Score -3.934908e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152799 members 
Mstep: Class 2 contains 134522 members 
Entering Unmasked Estep 
Score: -39349156.000000 Penalty: 6233.904297
	Iteration 50Q: 3 clusters Score -3.934916e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153732 members 
Mstep: Class 2 contains 133589 members 
Entering Unmasked Estep 
Score: -39349224.000000 Penalty: 6233.904297
	Iteration 51Q: 3 clusters Score -3.934922e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154701 members 
Mstep: Class 2 contains 132620 members 
Entering Unmasked Estep 
Score: -39349308.000000 Penalty: 6233.904297
	Iteration 52Q: 3 clusters Score -3.934931e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155677 members 
Mstep: Class 2 contains 131644 members 
Entering Unmasked Estep 
Score: -39349336.000000 Penalty: 6233.904297
	Iteration 53Q: 3 clusters Score -3.934934e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156726 members 
Mstep: Class 2 contains 130595 members 
Entering Unmasked Estep 
Score: -39349520.000000 Penalty: 6233.904297
	Iteration 54Q: 3 clusters Score -3.934952e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157851 members 
Mstep: Class 2 contains 129470 members 
Entering Unmasked Estep 
Score: -39349536.000000 Penalty: 6233.904297
	Iteration 55Q: 3 clusters Score -3.934954e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159089 members 
Mstep: Class 2 contains 128232 members 
Entering Unmasked Estep 
Score: -39349672.000000 Penalty: 6233.904297
	Iteration 56Q: 3 clusters Score -3.934967e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160452 members 
Mstep: Class 2 contains 126869 members 
Entering Unmasked Estep 
Score: -39349696.000000 Penalty: 6233.904297
	Iteration 57Q: 3 clusters Score -3.93497e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161881 members 
Mstep: Class 2 contains 125440 members 
Entering Unmasked Estep 
Score: -39349872.000000 Penalty: 6233.904297
	Iteration 58Q: 3 clusters Score -3.934987e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163429 members 
Mstep: Class 2 contains 123892 members 
Entering Unmasked Estep 
Score: -39349956.000000 Penalty: 6233.904297
	Iteration 59Q: 3 clusters Score -3.934996e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165113 members 
Mstep: Class 2 contains 122208 members 
Entering Unmasked Estep 
Score: -39350092.000000 Penalty: 6233.904297
	Iteration 60F: 3 clusters Score -3.935009e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166989 members 
Mstep: Class 2 contains 120332 members 
Entering Unmasked Estep 
Score: -39350316.000000 Penalty: 6233.904297
	Iteration 61Q: 3 clusters Score -3.935032e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169001 members 
Mstep: Class 2 contains 118320 members 
Entering Unmasked Estep 
Score: -39350628.000000 Penalty: 6233.904297
	Iteration 62Q: 3 clusters Score -3.935063e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171167 members 
Mstep: Class 2 contains 116154 members 
Entering Unmasked Estep 
Score: -39350836.000000 Penalty: 6233.904297
	Iteration 63Q: 3 clusters Score -3.935084e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173531 members 
Mstep: Class 2 contains 113790 members 
Entering Unmasked Estep 
Score: -39351128.000000 Penalty: 6233.904297
	Iteration 64Q: 3 clusters Score -3.935113e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176007 members 
Mstep: Class 2 contains 111314 members 
Entering Unmasked Estep 
Score: -39351300.000000 Penalty: 6233.904297
	Iteration 65Q: 3 clusters Score -3.93513e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178706 members 
Mstep: Class 2 contains 108615 members 
Entering Unmasked Estep 
Score: -39351640.000000 Penalty: 6233.904297
	Iteration 66Q: 3 clusters Score -3.935164e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181703 members 
Mstep: Class 2 contains 105618 members 
Entering Unmasked Estep 
Score: -39352120.000000 Penalty: 6233.904297
	Iteration 67Q: 3 clusters Score -3.935212e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184889 members 
Mstep: Class 2 contains 102432 members 
Entering Unmasked Estep 
Score: -39352528.000000 Penalty: 6233.904297
	Iteration 68Q: 3 clusters Score -3.935253e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188323 members 
Mstep: Class 2 contains 98998 members 
Entering Unmasked Estep 
Score: -39353020.000000 Penalty: 6233.904297
	Iteration 69Q: 3 clusters Score -3.935302e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191968 members 
Mstep: Class 2 contains 95353 members 
Entering Unmasked Estep 
Score: -39353952.000000 Penalty: 6233.904297
	Iteration 70Q: 3 clusters Score -3.935395e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195891 members 
Mstep: Class 2 contains 91430 members 
Entering Unmasked Estep 
Score: -39354444.000000 Penalty: 6233.904297
	Iteration 71Q: 3 clusters Score -3.935444e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200129 members 
Mstep: Class 2 contains 87192 members 
Entering Unmasked Estep 
Score: -39355448.000000 Penalty: 6233.904297
	Iteration 72Q: 3 clusters Score -3.935545e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204608 members 
Mstep: Class 2 contains 82713 members 
Entering Unmasked Estep 
Score: -39356788.000000 Penalty: 6233.904297
	Iteration 73Q: 3 clusters Score -3.935679e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209394 members 
Mstep: Class 2 contains 77927 members 
Entering Unmasked Estep 
Score: -39358132.000000 Penalty: 6233.904297
	Iteration 74Q: 3 clusters Score -3.935813e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214410 members 
Mstep: Class 2 contains 72911 members 
Entering Unmasked Estep 
Score: -39359800.000000 Penalty: 6233.904297
	Iteration 75Q: 3 clusters Score -3.93598e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219998 members 
Mstep: Class 2 contains 67323 members 
Entering Unmasked Estep 
Score: -39361468.000000 Penalty: 6233.904297
	Iteration 76Q: 3 clusters Score -3.936147e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226124 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -39363716.000000 Penalty: 6233.904297
	Iteration 77Q: 3 clusters Score -3.936372e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232667 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -39365152.000000 Penalty: 6233.904297
	Iteration 78Q: 3 clusters Score -3.936515e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239369 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -39366652.000000 Penalty: 6233.904297
	Iteration 79Q: 3 clusters Score -3.936665e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245933 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -39367600.000000 Penalty: 6233.904297
	Iteration 80F: 3 clusters Score -3.93676e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252337 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -39368604.000000 Penalty: 6233.904297
	Iteration 81Q: 3 clusters Score -3.93686e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258210 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -39369576.000000 Penalty: 6233.904297
	Iteration 82Q: 3 clusters Score -3.936958e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263488 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -39370392.000000 Penalty: 6233.904297
	Iteration 83Q: 3 clusters Score -3.937039e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268100 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -39371368.000000 Penalty: 6233.904297
	Iteration 84Q: 3 clusters Score -3.937137e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271993 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -39372200.000000 Penalty: 6233.904297
	Iteration 85Q: 3 clusters Score -3.93722e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275181 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -39372876.000000 Penalty: 6233.904297
	Iteration 86Q: 3 clusters Score -3.937288e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277773 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -39373748.000000 Penalty: 6233.904297
	Iteration 87Q: 3 clusters Score -3.937375e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279823 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -39374692.000000 Penalty: 6233.904297
	Iteration 88Q: 3 clusters Score -3.937469e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281301 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -39375560.000000 Penalty: 6233.904297
	Iteration 89Q: 3 clusters Score -3.937556e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282431 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -39376216.000000 Penalty: 6233.904297
	Iteration 90Q: 3 clusters Score -3.937622e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283253 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -39376612.000000 Penalty: 6233.904297
	Iteration 91Q: 3 clusters Score -3.937661e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283891 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -39377140.000000 Penalty: 6233.904297
	Iteration 92Q: 3 clusters Score -3.937714e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284397 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -39377492.000000 Penalty: 6233.904297
	Iteration 93Q: 3 clusters Score -3.937749e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284781 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -39377672.000000 Penalty: 6233.904297
	Iteration 94Q: 3 clusters Score -3.937767e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285048 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -39377748.000000 Penalty: 6233.904297
	Iteration 95Q: 3 clusters Score -3.937775e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285250 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -39377820.000000 Penalty: 6233.904297
	Iteration 96Q: 3 clusters Score -3.937782e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285416 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -39377948.000000 Penalty: 6233.904297
	Iteration 97Q: 3 clusters Score -3.937795e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285548 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -39378036.000000 Penalty: 6233.904297
	Iteration 98Q: 3 clusters Score -3.937804e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285646 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -39378084.000000 Penalty: 6233.904297
	Iteration 99Q: 3 clusters Score -3.937808e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285749 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -39378164.000000 Penalty: 6233.904297
	Iteration 100F: 3 clusters Score -3.937816e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285833 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -39378212.000000 Penalty: 6233.904297
	Iteration 101Q: 3 clusters Score -3.937821e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285888 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -39378216.000000 Penalty: 6233.904297
	Iteration 102Q: 3 clusters Score -3.937822e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285916 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -39378236.000000 Penalty: 6233.904297
	Iteration 103Q: 3 clusters Score -3.937824e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285950 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -39378300.000000 Penalty: 6233.904297
	Iteration 104Q: 3 clusters Score -3.93783e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285975 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -39378320.000000 Penalty: 6233.904297
	Iteration 105Q: 3 clusters Score -3.937832e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285995 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -39378356.000000 Penalty: 6233.904297
	Iteration 106Q: 3 clusters Score -3.937836e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286015 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -39378376.000000 Penalty: 6233.904297
	Iteration 107Q: 3 clusters Score -3.937838e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286038 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -39378384.000000 Penalty: 6233.904297
	Iteration 108Q: 3 clusters Score -3.937838e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286054 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -39378384.000000 Penalty: 6233.904297
	Iteration 109Q: 3 clusters Score -3.937838e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286073 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -39378420.000000 Penalty: 6233.904297
	Iteration 110Q: 3 clusters Score -3.937842e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286092 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -39378420.000000 Penalty: 6233.904297
	Iteration 111Q: 3 clusters Score -3.937842e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286105 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -39378420.000000 Penalty: 6233.904297
	Iteration 112Q: 3 clusters Score -3.937842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286112 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -39378436.000000 Penalty: 6233.904297
	Iteration 113Q: 3 clusters Score -3.937844e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286122 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -39378440.000000 Penalty: 6233.904297
	Iteration 114Q: 3 clusters Score -3.937844e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286136 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -39378448.000000 Penalty: 6233.904297
	Iteration 115Q: 3 clusters Score -3.937845e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286139 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -39378448.000000 Penalty: 6233.904297
	Iteration 116Q: 3 clusters Score -3.937845e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286146 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -39378460.000000 Penalty: 6233.904297
	Iteration 117Q: 3 clusters Score -3.937846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286152 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -39378464.000000 Penalty: 6233.904297
	Iteration 118Q: 3 clusters Score -3.937846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286157 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -39378480.000000 Penalty: 6233.904297
	Iteration 119Q: 3 clusters Score -3.937848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286165 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -39378500.000000 Penalty: 6233.904297
	Iteration 120F: 3 clusters Score -3.93785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286171 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -39378524.000000 Penalty: 6233.904297
	Iteration 121Q: 3 clusters Score -3.937852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286177 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -39378512.000000 Penalty: 6233.904297
	Iteration 122Q: 3 clusters Score -3.937851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286180 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -39378540.000000 Penalty: 6233.904297
	Iteration 123Q: 3 clusters Score -3.937854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286186 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -39378536.000000 Penalty: 6233.904297
	Iteration 124Q: 3 clusters Score -3.937854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286190 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -39378536.000000 Penalty: 6233.904297
	Iteration 125Q: 3 clusters Score -3.937854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286196 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -39378540.000000 Penalty: 6233.904297
	Iteration 126Q: 3 clusters Score -3.937854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286205 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -39378572.000000 Penalty: 6233.904297
	Iteration 127Q: 3 clusters Score -3.937857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286208 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -39378584.000000 Penalty: 6233.904297
	Iteration 128Q: 3 clusters Score -3.937858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286211 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -39378588.000000 Penalty: 6233.904297
	Iteration 129Q: 3 clusters Score -3.937859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286215 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -39378584.000000 Penalty: 6233.904297
	Iteration 130Q: 3 clusters Score -3.937858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286218 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -39378592.000000 Penalty: 6233.904297
	Iteration 131Q: 3 clusters Score -3.937859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286223 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -39378596.000000 Penalty: 6233.904297
	Iteration 132Q: 3 clusters Score -3.93786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286225 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -39378588.000000 Penalty: 6233.904297
	Iteration 133Q: 3 clusters Score -3.937859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286224 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -39378612.000000 Penalty: 6233.904297
	Iteration 134Q: 3 clusters Score -3.937861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286223 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -39378604.000000 Penalty: 6233.904297
	Iteration 135Q: 3 clusters Score -3.93786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286222 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -39378592.000000 Penalty: 6233.904297
	Iteration 136Q: 3 clusters Score -3.937859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286222 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -39378616.000000 Penalty: 6233.904297
	Iteration 137Q: 3 clusters Score -3.937862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286224 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -39378596.000000 Penalty: 6233.904297
	Iteration 138Q: 3 clusters Score -3.93786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286224 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -39378596.000000 Penalty: 6233.904297
	Iteration 139Q: 3 clusters Score -3.93786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286224 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -39378596.000000 Penalty: 6233.904297
	Iteration 140F: 3 clusters Score -3.93786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Entering Unmasked Estep 
Score: -1279989.750000 Penalty: 2270.868652
	Iteration 0F: 2 clusters Score -1279990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1272657.125000 Penalty: 4541.737305
	Iteration 0F: 3 clusters Score -1272657 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1274716.000000 Penalty: 4541.737305
	Iteration 1F: 3 clusters Score -1274716 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1274986.750000 Penalty: 4541.737305
	Iteration 2F: 3 clusters Score -1274987 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1275211.375000 Penalty: 4541.737305
	Iteration 3F: 3 clusters Score -1275211 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1275389.625000 Penalty: 4541.737305
	Iteration 4Q: 3 clusters Score -1275390 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1275530.875000 Penalty: 4541.737305
	Iteration 5Q: 3 clusters Score -1275531 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1275656.875000 Penalty: 4541.737305
	Iteration 6Q: 3 clusters Score -1275657 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1275771.750000 Penalty: 4541.737305
	Iteration 7Q: 3 clusters Score -1275772 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1275888.875000 Penalty: 4541.737305
	Iteration 8Q: 3 clusters Score -1275889 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1276015.125000 Penalty: 4541.737305
	Iteration 9Q: 3 clusters Score -1276015 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1276156.375000 Penalty: 4541.737305
	Iteration 10Q: 3 clusters Score -1276156 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1276296.750000 Penalty: 4541.737305
	Iteration 11Q: 3 clusters Score -1276297 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1276467.000000 Penalty: 4541.737305
	Iteration 12Q: 3 clusters Score -1276467 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1276614.375000 Penalty: 4541.737305
	Iteration 13Q: 3 clusters Score -1276614 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1276763.500000 Penalty: 4541.737305
	Iteration 14Q: 3 clusters Score -1276764 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1276885.750000 Penalty: 4541.737305
	Iteration 15Q: 3 clusters Score -1276886 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1276989.125000 Penalty: 4541.737305
	Iteration 16Q: 3 clusters Score -1276989 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1277070.625000 Penalty: 4541.737305
	Iteration 17Q: 3 clusters Score -1277071 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1277136.500000 Penalty: 4541.737305
	Iteration 18Q: 3 clusters Score -1277136 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1277182.625000 Penalty: 4541.737305
	Iteration 19Q: 3 clusters Score -1277183 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1277222.125000 Penalty: 4541.737305
	Iteration 20F: 3 clusters Score -1277222 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1277252.500000 Penalty: 4541.737305
	Iteration 21Q: 3 clusters Score -1277252 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1277279.125000 Penalty: 4541.737305
	Iteration 22Q: 3 clusters Score -1277279 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1277303.000000 Penalty: 4541.737305
	Iteration 23Q: 3 clusters Score -1277303 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1277319.750000 Penalty: 4541.737305
	Iteration 24Q: 3 clusters Score -1277320 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1277340.000000 Penalty: 4541.737305
	Iteration 25Q: 3 clusters Score -1277340 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1277358.250000 Penalty: 4541.737305
	Iteration 26Q: 3 clusters Score -1277358 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1277382.750000 Penalty: 4541.737305
	Iteration 27Q: 3 clusters Score -1277383 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1277400.750000 Penalty: 4541.737305
	Iteration 28Q: 3 clusters Score -1277401 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1277410.625000 Penalty: 4541.737305
	Iteration 29Q: 3 clusters Score -1277411 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1277423.750000 Penalty: 4541.737305
	Iteration 30Q: 3 clusters Score -1277424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1277437.250000 Penalty: 4541.737305
	Iteration 31Q: 3 clusters Score -1277437 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1277444.750000 Penalty: 4541.737305
	Iteration 32Q: 3 clusters Score -1277445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1277456.750000 Penalty: 4541.737305
	Iteration 33Q: 3 clusters Score -1277457 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1277469.250000 Penalty: 4541.737305
	Iteration 34Q: 3 clusters Score -1277469 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1277478.375000 Penalty: 4541.737305
	Iteration 35Q: 3 clusters Score -1277478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1277489.125000 Penalty: 4541.737305
	Iteration 36Q: 3 clusters Score -1277489 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1277496.000000 Penalty: 4541.737305
	Iteration 37Q: 3 clusters Score -1277496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1277499.000000 Penalty: 4541.737305
	Iteration 38Q: 3 clusters Score -1277499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1277509.875000 Penalty: 4541.737305
	Iteration 39Q: 3 clusters Score -1277510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1277516.000000 Penalty: 4541.737305
	Iteration 40F: 3 clusters Score -1277516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1277518.125000 Penalty: 4541.737305
	Iteration 41Q: 3 clusters Score -1277518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1277515.750000 Penalty: 4541.737305
	Iteration 42Q: 3 clusters Score -1277516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1277518.875000 Penalty: 4541.737305
	Iteration 43Q: 3 clusters Score -1277519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1277523.125000 Penalty: 4541.737305
	Iteration 44Q: 3 clusters Score -1277523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1277523.375000 Penalty: 4541.737305
	Iteration 45Q: 3 clusters Score -1277523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1277526.875000 Penalty: 4541.737305
	Iteration 46Q: 3 clusters Score -1277527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1277531.625000 Penalty: 4541.737305
	Iteration 47Q: 3 clusters Score -1277532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1277533.375000 Penalty: 4541.737305
	Iteration 48Q: 3 clusters Score -1277533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1277535.875000 Penalty: 4541.737305
	Iteration 49Q: 3 clusters Score -1277536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1277542.375000 Penalty: 4541.737305
	Iteration 50Q: 3 clusters Score -1277542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1277546.750000 Penalty: 4541.737305
	Iteration 51Q: 3 clusters Score -1277547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1277547.125000 Penalty: 4541.737305
	Iteration 52Q: 3 clusters Score -1277547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1277548.125000 Penalty: 4541.737305
	Iteration 53Q: 3 clusters Score -1277548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1277549.375000 Penalty: 4541.737305
	Iteration 54Q: 3 clusters Score -1277549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1277555.750000 Penalty: 4541.737305
	Iteration 55Q: 3 clusters Score -1277556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1277557.125000 Penalty: 4541.737305
	Iteration 56Q: 3 clusters Score -1277557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1277556.375000 Penalty: 4541.737305
	Iteration 57Q: 3 clusters Score -1277556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1277556.000000 Penalty: 4541.737305
	Iteration 58Q: 3 clusters Score -1277556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1277557.875000 Penalty: 4541.737305
	Iteration 59Q: 3 clusters Score -1277558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1277559.000000 Penalty: 4541.737305
	Iteration 60F: 3 clusters Score -1277559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1277560.875000 Penalty: 4541.737305
	Iteration 61Q: 3 clusters Score -1277561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1277564.000000 Penalty: 4541.737305
	Iteration 62Q: 3 clusters Score -1277564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1277563.250000 Penalty: 4541.737305
	Iteration 63Q: 3 clusters Score -1277563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1277564.000000 Penalty: 4541.737305
	Iteration 64Q: 3 clusters Score -1277564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1277566.875000 Penalty: 4541.737305
	Iteration 65Q: 3 clusters Score -1277567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1277567.250000 Penalty: 4541.737305
	Iteration 66Q: 3 clusters Score -1277567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1277566.000000 Penalty: 4541.737305
	Iteration 67Q: 3 clusters Score -1277566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1277564.875000 Penalty: 4541.737305
	Iteration 68Q: 3 clusters Score -1277565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1277561.750000 Penalty: 4541.737305
	Iteration 69Q: 3 clusters Score -1277562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1277562.750000 Penalty: 4541.737305
	Iteration 70Q: 3 clusters Score -1277563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1277566.750000 Penalty: 4541.737305
	Iteration 71Q: 3 clusters Score -1277567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1277566.750000 Penalty: 4541.737305
	Iteration 72Q: 3 clusters Score -1277567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1277570.625000 Penalty: 4541.737305
	Iteration 73Q: 3 clusters Score -1277571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1277575.000000 Penalty: 4541.737305
	Iteration 74Q: 3 clusters Score -1277575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1277580.875000 Penalty: 4541.737305
	Iteration 75Q: 3 clusters Score -1277581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1277580.500000 Penalty: 4541.737305
	Iteration 76Q: 3 clusters Score -1277580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1277583.875000 Penalty: 4541.737305
	Iteration 77Q: 3 clusters Score -1277584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1277585.250000 Penalty: 4541.737305
	Iteration 78Q: 3 clusters Score -1277585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1277589.000000 Penalty: 4541.737305
	Iteration 79Q: 3 clusters Score -1277589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1277589.500000 Penalty: 4541.737305
	Iteration 80F: 3 clusters Score -1277590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1277591.375000 Penalty: 4541.737305
	Iteration 81Q: 3 clusters Score -1277591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1277595.375000 Penalty: 4541.737305
	Iteration 82Q: 3 clusters Score -1277595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1277596.625000 Penalty: 4541.737305
	Iteration 83Q: 3 clusters Score -1277597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1277602.125000 Penalty: 4541.737305
	Iteration 84Q: 3 clusters Score -1277602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1277604.750000 Penalty: 4541.737305
	Iteration 85Q: 3 clusters Score -1277605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1277605.250000 Penalty: 4541.737305
	Iteration 86Q: 3 clusters Score -1277605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1277608.000000 Penalty: 4541.737305
	Iteration 87Q: 3 clusters Score -1277608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1277610.125000 Penalty: 4541.737305
	Iteration 88Q: 3 clusters Score -1277610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1277609.000000 Penalty: 4541.737305
	Iteration 89Q: 3 clusters Score -1277609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1277609.375000 Penalty: 4541.737305
	Iteration 90Q: 3 clusters Score -1277609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1277610.500000 Penalty: 4541.737305
	Iteration 91Q: 3 clusters Score -1277610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1277612.500000 Penalty: 4541.737305
	Iteration 92Q: 3 clusters Score -1277612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1277610.375000 Penalty: 4541.737305
	Iteration 93Q: 3 clusters Score -1277610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1277610.375000 Penalty: 4541.737305
	Iteration 94Q: 3 clusters Score -1277610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1277612.375000 Penalty: 4541.737305
	Iteration 95Q: 3 clusters Score -1277612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1277614.000000 Penalty: 4541.737305
	Iteration 96Q: 3 clusters Score -1277614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1277615.375000 Penalty: 4541.737305
	Iteration 97Q: 3 clusters Score -1277615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1277615.250000 Penalty: 4541.737305
	Iteration 98Q: 3 clusters Score -1277615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1277613.750000 Penalty: 4541.737305
	Iteration 99Q: 3 clusters Score -1277614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1277615.250000 Penalty: 4541.737305
	Iteration 100F: 3 clusters Score -1277615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1277617.750000 Penalty: 4541.737305
	Iteration 101Q: 3 clusters Score -1277618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1277619.875000 Penalty: 4541.737305
	Iteration 102Q: 3 clusters Score -1277620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1277619.625000 Penalty: 4541.737305
	Iteration 103Q: 3 clusters Score -1277620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1277618.500000 Penalty: 4541.737305
	Iteration 104Q: 3 clusters Score -1277618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1277618.500000 Penalty: 4541.737305
	Iteration 105F: 3 clusters Score -1277618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (72281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72281 members 
Entering Unmasked Estep 
Score: -10107763.000000 Penalty: 2774.702393
	Iteration 0F: 2 clusters Score -1.010776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -10059113.000000 Penalty: 5549.404785
	Iteration 0F: 3 clusters Score -1.005911e+07 nChanged 33921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -10078369.000000 Penalty: 5549.404785
	Iteration 1F: 3 clusters Score -1.007837e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -10079227.000000 Penalty: 5549.404785
	Iteration 2Q: 3 clusters Score -1.007923e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -10080171.000000 Penalty: 5549.404785
	Iteration 3Q: 3 clusters Score -1.008017e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -10081779.000000 Penalty: 5549.404785
	Iteration 4Q: 3 clusters Score -1.008178e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -10084201.000000 Penalty: 5549.404785
	Iteration 5F: 3 clusters Score -1.00842e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -10088060.000000 Penalty: 5549.404785
	Iteration 6F: 3 clusters Score -1.008806e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -10093312.000000 Penalty: 5549.404785
	Iteration 7F: 3 clusters Score -1.009331e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -10098423.000000 Penalty: 5549.404785
	Iteration 8F: 3 clusters Score -1.009842e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67961 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -10101859.000000 Penalty: 5549.404785
	Iteration 9F: 3 clusters Score -1.010186e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -10103699.000000 Penalty: 5549.404785
	Iteration 10Q: 3 clusters Score -1.01037e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71004 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -10104585.000000 Penalty: 5549.404785
	Iteration 11Q: 3 clusters Score -1.010458e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -10104923.000000 Penalty: 5549.404785
	Iteration 12Q: 3 clusters Score -1.010492e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71661 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10105069.000000 Penalty: 5549.404785
	Iteration 13Q: 3 clusters Score -1.010507e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71755 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10105179.000000 Penalty: 5549.404785
	Iteration 14Q: 3 clusters Score -1.010518e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71808 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -10105248.000000 Penalty: 5549.404785
	Iteration 15Q: 3 clusters Score -1.010525e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -10105308.000000 Penalty: 5549.404785
	Iteration 16Q: 3 clusters Score -1.010531e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71858 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10105338.000000 Penalty: 5549.404785
	Iteration 17Q: 3 clusters Score -1.010534e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10105357.000000 Penalty: 5549.404785
	Iteration 18Q: 3 clusters Score -1.010536e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71889 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10105373.000000 Penalty: 5549.404785
	Iteration 19Q: 3 clusters Score -1.010537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10105400.000000 Penalty: 5549.404785
	Iteration 20F: 3 clusters Score -1.01054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -10105413.000000 Penalty: 5549.404785
	Iteration 21Q: 3 clusters Score -1.010541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71918 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10105417.000000 Penalty: 5549.404785
	Iteration 22Q: 3 clusters Score -1.010542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71924 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10105418.000000 Penalty: 5549.404785
	Iteration 23Q: 3 clusters Score -1.010542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71924 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10105427.000000 Penalty: 5549.404785
	Iteration 24Q: 3 clusters Score -1.010543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71928 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10105427.000000 Penalty: 5549.404785
	Iteration 25Q: 3 clusters Score -1.010543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10105423.000000 Penalty: 5549.404785
	Iteration 26Q: 3 clusters Score -1.010542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10105423.000000 Penalty: 5549.404785
	Iteration 27F: 3 clusters Score -1.010542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (235128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235128 members 
Entering Unmasked Estep 
Score: -32737286.000000 Penalty: 3067.235596
	Iteration 0F: 2 clusters Score -3.273729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117592 members 
Mstep: Class 2 contains 117536 members 
Entering Unmasked Estep 
Score: -32599584.000000 Penalty: 6134.471191
	Iteration 0F: 3 clusters Score -3.259958e+07 nChanged 113543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119387 members 
Mstep: Class 2 contains 115741 members 
Entering Unmasked Estep 
Score: -32665562.000000 Penalty: 6134.471191
	Iteration 1F: 3 clusters Score -3.266556e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120377 members 
Mstep: Class 2 contains 114751 members 
Entering Unmasked Estep 
Score: -32666228.000000 Penalty: 6134.471191
	Iteration 2Q: 3 clusters Score -3.266623e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121844 members 
Mstep: Class 2 contains 113284 members 
Entering Unmasked Estep 
Score: -32667248.000000 Penalty: 6134.471191
	Iteration 3Q: 3 clusters Score -3.266725e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124202 members 
Mstep: Class 2 contains 110926 members 
Entering Unmasked Estep 
Score: -32668464.000000 Penalty: 6134.471191
	Iteration 4Q: 3 clusters Score -3.266846e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127935 members 
Mstep: Class 2 contains 107193 members 
Entering Unmasked Estep 
Score: -32669518.000000 Penalty: 6134.471191
	Iteration 5Q: 3 clusters Score -3.266952e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133467 members 
Mstep: Class 2 contains 101661 members 
Entering Unmasked Estep 
Score: -32671290.000000 Penalty: 6134.471191
	Iteration 6Q: 3 clusters Score -3.267129e+07 nChanged 9862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141265 members 
Mstep: Class 2 contains 93863 members 
Entering Unmasked Estep 
Score: -32673786.000000 Penalty: 6134.471191
	Iteration 7Q: 3 clusters Score -3.267379e+07 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151575 members 
Mstep: Class 2 contains 83553 members 
Entering Unmasked Estep 
Score: -32677708.000000 Penalty: 6134.471191
	Iteration 8F: 3 clusters Score -3.267771e+07 nChanged 13805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163758 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -32683194.000000 Penalty: 6134.471191
	Iteration 9F: 3 clusters Score -3.268319e+07 nChanged 14403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176519 members 
Mstep: Class 2 contains 58609 members 
Entering Unmasked Estep 
Score: -32689728.000000 Penalty: 6134.471191
	Iteration 10F: 3 clusters Score -3.268973e+07 nChanged 13009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187454 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -32696500.000000 Penalty: 6134.471191
	Iteration 11F: 3 clusters Score -3.26965e+07 nChanged 10911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195255 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -32703460.000000 Penalty: 6134.471191
	Iteration 12Q: 3 clusters Score -3.270346e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198978 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -32708608.000000 Penalty: 6134.471191
	Iteration 13Q: 3 clusters Score -3.270861e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199858 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -32711072.000000 Penalty: 6134.471191
	Iteration 14Q: 3 clusters Score -3.271107e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199698 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -32711712.000000 Penalty: 6134.471191
	Iteration 15Q: 3 clusters Score -3.271171e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199296 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -32711646.000000 Penalty: 6134.471191
	Iteration 16Q: 3 clusters Score -3.271165e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198874 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -32711654.000000 Penalty: 6134.471191
	Iteration 17Q: 3 clusters Score -3.271165e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198402 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -32711322.000000 Penalty: 6134.471191
	Iteration 18Q: 3 clusters Score -3.271132e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197870 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -32711440.000000 Penalty: 6134.471191
	Iteration 19Q: 3 clusters Score -3.271144e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197305 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -32711500.000000 Penalty: 6134.471191
	Iteration 20F: 3 clusters Score -3.27115e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196633 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -32711476.000000 Penalty: 6134.471191
	Iteration 21Q: 3 clusters Score -3.271148e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195932 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -32711350.000000 Penalty: 6134.471191
	Iteration 22Q: 3 clusters Score -3.271135e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195192 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -32711384.000000 Penalty: 6134.471191
	Iteration 23Q: 3 clusters Score -3.271138e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194353 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -32711292.000000 Penalty: 6134.471191
	Iteration 24Q: 3 clusters Score -3.271129e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193382 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -32711264.000000 Penalty: 6134.471191
	Iteration 25Q: 3 clusters Score -3.271126e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192306 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -32711132.000000 Penalty: 6134.471191
	Iteration 26Q: 3 clusters Score -3.271113e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191114 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -32711058.000000 Penalty: 6134.471191
	Iteration 27Q: 3 clusters Score -3.271106e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189703 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -32710990.000000 Penalty: 6134.471191
	Iteration 28Q: 3 clusters Score -3.271099e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188128 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -32710770.000000 Penalty: 6134.471191
	Iteration 29Q: 3 clusters Score -3.271077e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186400 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -32710568.000000 Penalty: 6134.471191
	Iteration 30Q: 3 clusters Score -3.271057e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184620 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -32710526.000000 Penalty: 6134.471191
	Iteration 31Q: 3 clusters Score -3.271053e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182709 members 
Mstep: Class 2 contains 52419 members 
Entering Unmasked Estep 
Score: -32710274.000000 Penalty: 6134.471191
	Iteration 32Q: 3 clusters Score -3.271027e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180562 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -32709920.000000 Penalty: 6134.471191
	Iteration 33Q: 3 clusters Score -3.270992e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178181 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -32709726.000000 Penalty: 6134.471191
	Iteration 34Q: 3 clusters Score -3.270973e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175635 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
Score: -32709736.000000 Penalty: 6134.471191
	Iteration 35Q: 3 clusters Score -3.270974e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172963 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -32709596.000000 Penalty: 6134.471191
	Iteration 36Q: 3 clusters Score -3.27096e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170118 members 
Mstep: Class 2 contains 65010 members 
Entering Unmasked Estep 
Score: -32709610.000000 Penalty: 6134.471191
	Iteration 37Q: 3 clusters Score -3.270961e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167115 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -32709936.000000 Penalty: 6134.471191
	Iteration 38Q: 3 clusters Score -3.270994e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163954 members 
Mstep: Class 2 contains 71174 members 
Entering Unmasked Estep 
Score: -32710222.000000 Penalty: 6134.471191
	Iteration 39Q: 3 clusters Score -3.271022e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160645 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -32710568.000000 Penalty: 6134.471191
	Iteration 40F: 3 clusters Score -3.271057e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157322 members 
Mstep: Class 2 contains 77806 members 
Entering Unmasked Estep 
Score: -32710902.000000 Penalty: 6134.471191
	Iteration 41Q: 3 clusters Score -3.27109e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154160 members 
Mstep: Class 2 contains 80968 members 
Entering Unmasked Estep 
Score: -32711238.000000 Penalty: 6134.471191
	Iteration 42Q: 3 clusters Score -3.271124e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151040 members 
Mstep: Class 2 contains 84088 members 
Entering Unmasked Estep 
Score: -32711614.000000 Penalty: 6134.471191
	Iteration 43Q: 3 clusters Score -3.271161e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148061 members 
Mstep: Class 2 contains 87067 members 
Entering Unmasked Estep 
Score: -32711918.000000 Penalty: 6134.471191
	Iteration 44Q: 3 clusters Score -3.271192e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145245 members 
Mstep: Class 2 contains 89883 members 
Entering Unmasked Estep 
Score: -32712028.000000 Penalty: 6134.471191
	Iteration 45Q: 3 clusters Score -3.271203e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142614 members 
Mstep: Class 2 contains 92514 members 
Entering Unmasked Estep 
Score: -32712222.000000 Penalty: 6134.471191
	Iteration 46Q: 3 clusters Score -3.271222e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140078 members 
Mstep: Class 2 contains 95050 members 
Entering Unmasked Estep 
Score: -32712462.000000 Penalty: 6134.471191
	Iteration 47Q: 3 clusters Score -3.271246e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137689 members 
Mstep: Class 2 contains 97439 members 
Entering Unmasked Estep 
Score: -32712594.000000 Penalty: 6134.471191
	Iteration 48Q: 3 clusters Score -3.271259e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135430 members 
Mstep: Class 2 contains 99698 members 
Entering Unmasked Estep 
Score: -32712714.000000 Penalty: 6134.471191
	Iteration 49Q: 3 clusters Score -3.271271e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133228 members 
Mstep: Class 2 contains 101900 members 
Entering Unmasked Estep 
Score: -32712914.000000 Penalty: 6134.471191
	Iteration 50Q: 3 clusters Score -3.271291e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131079 members 
Mstep: Class 2 contains 104049 members 
Entering Unmasked Estep 
Score: -32713180.000000 Penalty: 6134.471191
	Iteration 51Q: 3 clusters Score -3.271318e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129009 members 
Mstep: Class 2 contains 106119 members 
Entering Unmasked Estep 
Score: -32713254.000000 Penalty: 6134.471191
	Iteration 52Q: 3 clusters Score -3.271325e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126992 members 
Mstep: Class 2 contains 108136 members 
Entering Unmasked Estep 
Score: -32713270.000000 Penalty: 6134.471191
	Iteration 53Q: 3 clusters Score -3.271327e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125044 members 
Mstep: Class 2 contains 110084 members 
Entering Unmasked Estep 
Score: -32713426.000000 Penalty: 6134.471191
	Iteration 54Q: 3 clusters Score -3.271343e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123082 members 
Mstep: Class 2 contains 112046 members 
Entering Unmasked Estep 
Score: -32713438.000000 Penalty: 6134.471191
	Iteration 55Q: 3 clusters Score -3.271344e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121081 members 
Mstep: Class 2 contains 114047 members 
Entering Unmasked Estep 
Score: -32713532.000000 Penalty: 6134.471191
	Iteration 56Q: 3 clusters Score -3.271353e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118936 members 
Mstep: Class 2 contains 116192 members 
Entering Unmasked Estep 
Score: -32713880.000000 Penalty: 6134.471191
	Iteration 57Q: 3 clusters Score -3.271388e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116751 members 
Mstep: Class 2 contains 118377 members 
Entering Unmasked Estep 
Score: -32713862.000000 Penalty: 6134.471191
	Iteration 58Q: 3 clusters Score -3.271386e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114406 members 
Mstep: Class 2 contains 120722 members 
Entering Unmasked Estep 
Score: -32714124.000000 Penalty: 6134.471191
	Iteration 59Q: 3 clusters Score -3.271412e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111979 members 
Mstep: Class 2 contains 123149 members 
Entering Unmasked Estep 
Score: -32714072.000000 Penalty: 6134.471191
	Iteration 60F: 3 clusters Score -3.271407e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109493 members 
Mstep: Class 2 contains 125635 members 
Entering Unmasked Estep 
Score: -32714214.000000 Penalty: 6134.471191
	Iteration 61Q: 3 clusters Score -3.271421e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106746 members 
Mstep: Class 2 contains 128382 members 
Entering Unmasked Estep 
Score: -32714212.000000 Penalty: 6134.471191
	Iteration 62Q: 3 clusters Score -3.271421e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103666 members 
Mstep: Class 2 contains 131462 members 
Entering Unmasked Estep 
Score: -32714400.000000 Penalty: 6134.471191
	Iteration 63Q: 3 clusters Score -3.27144e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99989 members 
Mstep: Class 2 contains 135139 members 
Entering Unmasked Estep 
Score: -32714550.000000 Penalty: 6134.471191
	Iteration 64Q: 3 clusters Score -3.271455e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95702 members 
Mstep: Class 2 contains 139426 members 
Entering Unmasked Estep 
Score: -32714624.000000 Penalty: 6134.471191
	Iteration 65Q: 3 clusters Score -3.271462e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90650 members 
Mstep: Class 2 contains 144478 members 
Entering Unmasked Estep 
Score: -32714862.000000 Penalty: 6134.471191
	Iteration 66Q: 3 clusters Score -3.271486e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84330 members 
Mstep: Class 2 contains 150798 members 
Entering Unmasked Estep 
Score: -32715076.000000 Penalty: 6134.471191
	Iteration 67Q: 3 clusters Score -3.271508e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 158807 members 
Entering Unmasked Estep 
Score: -32715484.000000 Penalty: 6134.471191
	Iteration 68Q: 3 clusters Score -3.271548e+07 nChanged 9793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66544 members 
Mstep: Class 2 contains 168584 members 
Entering Unmasked Estep 
Score: -32716310.000000 Penalty: 6134.471191
	Iteration 69Q: 3 clusters Score -3.271631e+07 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 180000 members 
Entering Unmasked Estep 
Score: -32717382.000000 Penalty: 6134.471191
	Iteration 70Q: 3 clusters Score -3.271738e+07 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 192480 members 
Entering Unmasked Estep 
Score: -32719908.000000 Penalty: 6134.471191
	Iteration 71F: 3 clusters Score -3.271991e+07 nChanged 12821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 205255 members 
Entering Unmasked Estep 
Score: -32722422.000000 Penalty: 6134.471191
	Iteration 72F: 3 clusters Score -3.272242e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 216590 members 
Entering Unmasked Estep 
Score: -32725058.000000 Penalty: 6134.471191
	Iteration 73Q: 3 clusters Score -3.272506e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 224488 members 
Entering Unmasked Estep 
Score: -32729004.000000 Penalty: 6134.471191
	Iteration 74Q: 3 clusters Score -3.2729e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 228707 members 
Entering Unmasked Estep 
Score: -32731970.000000 Penalty: 6134.471191
	Iteration 75Q: 3 clusters Score -3.273197e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 231031 members 
Entering Unmasked Estep 
Score: -32733232.000000 Penalty: 6134.471191
	Iteration 76Q: 3 clusters Score -3.273323e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 232295 members 
Entering Unmasked Estep 
Score: -32733816.000000 Penalty: 6134.471191
	Iteration 77Q: 3 clusters Score -3.273382e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 233064 members 
Entering Unmasked Estep 
Score: -32734236.000000 Penalty: 6134.471191
	Iteration 78Q: 3 clusters Score -3.273424e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 233496 members 
Entering Unmasked Estep 
Score: -32734340.000000 Penalty: 6134.471191
	Iteration 79Q: 3 clusters Score -3.273434e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 233770 members 
Entering Unmasked Estep 
Score: -32734582.000000 Penalty: 6134.471191
	Iteration 80F: 3 clusters Score -3.273458e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 233966 members 
Entering Unmasked Estep 
Score: -32734724.000000 Penalty: 6134.471191
	Iteration 81Q: 3 clusters Score -3.273472e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 234073 members 
Entering Unmasked Estep 
Score: -32734838.000000 Penalty: 6134.471191
	Iteration 82Q: 3 clusters Score -3.273484e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 234147 members 
Entering Unmasked Estep 
Score: -32734874.000000 Penalty: 6134.471191
	Iteration 83Q: 3 clusters Score -3.273487e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 234202 members 
Entering Unmasked Estep 
Score: -32734966.000000 Penalty: 6134.471191
	Iteration 84Q: 3 clusters Score -3.273497e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 234237 members 
Entering Unmasked Estep 
Score: -32734982.000000 Penalty: 6134.471191
	Iteration 85Q: 3 clusters Score -3.273498e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 234261 members 
Entering Unmasked Estep 
Score: -32734994.000000 Penalty: 6134.471191
	Iteration 86Q: 3 clusters Score -3.273499e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 234281 members 
Entering Unmasked Estep 
Score: -32735000.000000 Penalty: 6134.471191
	Iteration 87Q: 3 clusters Score -3.2735e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 234300 members 
Entering Unmasked Estep 
Score: -32734996.000000 Penalty: 6134.471191
	Iteration 88Q: 3 clusters Score -3.2735e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 234311 members 
Entering Unmasked Estep 
Score: -32735016.000000 Penalty: 6134.471191
	Iteration 89Q: 3 clusters Score -3.273502e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 234314 members 
Entering Unmasked Estep 
Score: -32735036.000000 Penalty: 6134.471191
	Iteration 90Q: 3 clusters Score -3.273504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 234314 members 
Entering Unmasked Estep 
Score: -32735024.000000 Penalty: 6134.471191
	Iteration 91Q: 3 clusters Score -3.273502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 234315 members 
Entering Unmasked Estep 
Score: -32735012.000000 Penalty: 6134.471191
	Iteration 92Q: 3 clusters Score -3.273501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 234319 members 
Entering Unmasked Estep 
Score: -32735020.000000 Penalty: 6134.471191
	Iteration 93Q: 3 clusters Score -3.273502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 234322 members 
Entering Unmasked Estep 
Score: -32735016.000000 Penalty: 6134.471191
	Iteration 94Q: 3 clusters Score -3.273502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 234324 members 
Entering Unmasked Estep 
Score: -32735000.000000 Penalty: 6134.471191
	Iteration 95Q: 3 clusters Score -3.2735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 234329 members 
Entering Unmasked Estep 
Score: -32735012.000000 Penalty: 6134.471191
	Iteration 96Q: 3 clusters Score -3.273501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 234337 members 
Entering Unmasked Estep 
Score: -32735046.000000 Penalty: 6134.471191
	Iteration 97Q: 3 clusters Score -3.273505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 234341 members 
Entering Unmasked Estep 
Score: -32735034.000000 Penalty: 6134.471191
	Iteration 98Q: 3 clusters Score -3.273503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 234342 members 
Entering Unmasked Estep 
Score: -32735042.000000 Penalty: 6134.471191
	Iteration 99Q: 3 clusters Score -3.273504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 234345 members 
Entering Unmasked Estep 
Score: -32735046.000000 Penalty: 6134.471191
	Iteration 100F: 3 clusters Score -3.273505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 234348 members 
Entering Unmasked Estep 
Score: -32735042.000000 Penalty: 6134.471191
	Iteration 101Q: 3 clusters Score -3.273504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 234353 members 
Entering Unmasked Estep 
Score: -32735052.000000 Penalty: 6134.471191
	Iteration 102Q: 3 clusters Score -3.273505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 234356 members 
Entering Unmasked Estep 
Score: -32735046.000000 Penalty: 6134.471191
	Iteration 103Q: 3 clusters Score -3.273505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 234355 members 
Entering Unmasked Estep 
Score: -32735054.000000 Penalty: 6134.471191
	Iteration 104Q: 3 clusters Score -3.273505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 234355 members 
Entering Unmasked Estep 
Score: -32735054.000000 Penalty: 6134.471191
	Iteration 105F: 3 clusters Score -3.273505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Entering Unmasked Estep 
Score: -5773052.500000 Penalty: 2644.669434
	Iteration 0F: 2 clusters Score -5773052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -5744407.000000 Penalty: 5289.338867
	Iteration 0F: 3 clusters Score -5744407 nChanged 19506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -5755096.500000 Penalty: 5289.338867
	Iteration 1F: 3 clusters Score -5755096 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -5755723.000000 Penalty: 5289.338867
	Iteration 2Q: 3 clusters Score -5755723 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -5756517.000000 Penalty: 5289.338867
	Iteration 3Q: 3 clusters Score -5756517 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -5757578.500000 Penalty: 5289.338867
	Iteration 4F: 3 clusters Score -5757578 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -5759181.500000 Penalty: 5289.338867
	Iteration 5F: 3 clusters Score -5759182 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -5761515.000000 Penalty: 5289.338867
	Iteration 6F: 3 clusters Score -5761515 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -5764458.500000 Penalty: 5289.338867
	Iteration 7F: 3 clusters Score -5764458 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -5767262.000000 Penalty: 5289.338867
	Iteration 8F: 3 clusters Score -5767262 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -5769162.500000 Penalty: 5289.338867
	Iteration 9Q: 3 clusters Score -5769162 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -5770035.500000 Penalty: 5289.338867
	Iteration 10Q: 3 clusters Score -5770036 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -5770431.000000 Penalty: 5289.338867
	Iteration 11Q: 3 clusters Score -5770431 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -5770590.500000 Penalty: 5289.338867
	Iteration 12Q: 3 clusters Score -5770590 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -5770659.000000 Penalty: 5289.338867
	Iteration 13Q: 3 clusters Score -5770659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -5770698.000000 Penalty: 5289.338867
	Iteration 14Q: 3 clusters Score -5770698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -5770729.500000 Penalty: 5289.338867
	Iteration 15Q: 3 clusters Score -5770730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -5770732.000000 Penalty: 5289.338867
	Iteration 16Q: 3 clusters Score -5770732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -5770746.500000 Penalty: 5289.338867
	Iteration 17Q: 3 clusters Score -5770746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -5770755.000000 Penalty: 5289.338867
	Iteration 18Q: 3 clusters Score -5770755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -5770749.500000 Penalty: 5289.338867
	Iteration 19Q: 3 clusters Score -5770750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -5770749.500000 Penalty: 5289.338867
	Iteration 20F: 3 clusters Score -5770750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -99559.414062 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -99559.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -97800.570312 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -97800.57 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -98001.984375 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -98001.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -98058.593750 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -98058.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -98098.281250 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -98098.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -98118.265625 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -98118.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -98131.125000 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -98131.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -98142.109375 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -98142.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -98145.625000 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -98145.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -98147.367188 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -98147.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -98148.335938 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -98148.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -98148.335938 Penalty: 3279.572266
	Iteration 10F: 3 clusters Score -98148.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -225462.968750 Penalty: 1850.486816
	Iteration 0F: 2 clusters Score -225463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -223112.515625 Penalty: 3700.973633
	Iteration 0F: 3 clusters Score -223112.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -223734.406250 Penalty: 3700.973633
	Iteration 1F: 3 clusters Score -223734.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -223932.968750 Penalty: 3700.973633
	Iteration 2F: 3 clusters Score -223933 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -224052.671875 Penalty: 3700.973633
	Iteration 3F: 3 clusters Score -224052.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -224121.406250 Penalty: 3700.973633
	Iteration 4Q: 3 clusters Score -224121.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -224173.031250 Penalty: 3700.973633
	Iteration 5Q: 3 clusters Score -224173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -224211.953125 Penalty: 3700.973633
	Iteration 6Q: 3 clusters Score -224212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -224247.937500 Penalty: 3700.973633
	Iteration 7Q: 3 clusters Score -224247.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -224267.328125 Penalty: 3700.973633
	Iteration 8Q: 3 clusters Score -224267.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -224279.406250 Penalty: 3700.973633
	Iteration 9Q: 3 clusters Score -224279.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -224287.890625 Penalty: 3700.973633
	Iteration 10Q: 3 clusters Score -224287.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -224292.406250 Penalty: 3700.973633
	Iteration 11Q: 3 clusters Score -224292.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -224293.546875 Penalty: 3700.973633
	Iteration 12Q: 3 clusters Score -224293.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -224295.984375 Penalty: 3700.973633
	Iteration 13Q: 3 clusters Score -224296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -224298.265625 Penalty: 3700.973633
	Iteration 14Q: 3 clusters Score -224298.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -224298.265625 Penalty: 3700.973633
	Iteration 15F: 3 clusters Score -224298.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Entering Unmasked Estep 
Score: -1931399.750000 Penalty: 2370.567871
	Iteration 0F: 2 clusters Score -1931400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1920987.875000 Penalty: 4741.135742
	Iteration 0F: 3 clusters Score -1920988 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1924345.000000 Penalty: 4741.135742
	Iteration 1F: 3 clusters Score -1924345 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1924875.750000 Penalty: 4741.135742
	Iteration 2F: 3 clusters Score -1924876 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1925323.250000 Penalty: 4741.135742
	Iteration 3F: 3 clusters Score -1925323 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1925710.125000 Penalty: 4741.135742
	Iteration 4Q: 3 clusters Score -1925710 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1926074.500000 Penalty: 4741.135742
	Iteration 5Q: 3 clusters Score -1926074 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1926415.750000 Penalty: 4741.135742
	Iteration 6Q: 3 clusters Score -1926416 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1926749.000000 Penalty: 4741.135742
	Iteration 7Q: 3 clusters Score -1926749 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1927084.500000 Penalty: 4741.135742
	Iteration 8Q: 3 clusters Score -1927084 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1927403.125000 Penalty: 4741.135742
	Iteration 9Q: 3 clusters Score -1927403 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1927679.625000 Penalty: 4741.135742
	Iteration 10Q: 3 clusters Score -1927680 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1927894.875000 Penalty: 4741.135742
	Iteration 11Q: 3 clusters Score -1927895 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1928075.500000 Penalty: 4741.135742
	Iteration 12Q: 3 clusters Score -1928076 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1928200.000000 Penalty: 4741.135742
	Iteration 13Q: 3 clusters Score -1928200 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1928312.000000 Penalty: 4741.135742
	Iteration 14Q: 3 clusters Score -1928312 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1928395.250000 Penalty: 4741.135742
	Iteration 15Q: 3 clusters Score -1928395 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1928461.875000 Penalty: 4741.135742
	Iteration 16Q: 3 clusters Score -1928462 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1928501.375000 Penalty: 4741.135742
	Iteration 17Q: 3 clusters Score -1928501 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1928533.250000 Penalty: 4741.135742
	Iteration 18Q: 3 clusters Score -1928533 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1928555.250000 Penalty: 4741.135742
	Iteration 19Q: 3 clusters Score -1928555 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1928566.000000 Penalty: 4741.135742
	Iteration 20F: 3 clusters Score -1928566 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1928574.750000 Penalty: 4741.135742
	Iteration 21Q: 3 clusters Score -1928575 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1928582.000000 Penalty: 4741.135742
	Iteration 22Q: 3 clusters Score -1928582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1928589.000000 Penalty: 4741.135742
	Iteration 23Q: 3 clusters Score -1928589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1928590.750000 Penalty: 4741.135742
	Iteration 24Q: 3 clusters Score -1928591 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1928598.750000 Penalty: 4741.135742
	Iteration 25Q: 3 clusters Score -1928599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1928607.750000 Penalty: 4741.135742
	Iteration 26Q: 3 clusters Score -1928608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1928613.000000 Penalty: 4741.135742
	Iteration 27Q: 3 clusters Score -1928613 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1928617.000000 Penalty: 4741.135742
	Iteration 28Q: 3 clusters Score -1928617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1928621.875000 Penalty: 4741.135742
	Iteration 29Q: 3 clusters Score -1928622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1928631.375000 Penalty: 4741.135742
	Iteration 30Q: 3 clusters Score -1928631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1928631.750000 Penalty: 4741.135742
	Iteration 31Q: 3 clusters Score -1928632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1928635.500000 Penalty: 4741.135742
	Iteration 32Q: 3 clusters Score -1928636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1928633.000000 Penalty: 4741.135742
	Iteration 33Q: 3 clusters Score -1928633 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1928637.500000 Penalty: 4741.135742
	Iteration 34Q: 3 clusters Score -1928638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1928637.625000 Penalty: 4741.135742
	Iteration 35Q: 3 clusters Score -1928638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1928642.750000 Penalty: 4741.135742
	Iteration 36Q: 3 clusters Score -1928643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1928650.000000 Penalty: 4741.135742
	Iteration 37Q: 3 clusters Score -1928650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1928653.750000 Penalty: 4741.135742
	Iteration 38Q: 3 clusters Score -1928654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1928661.125000 Penalty: 4741.135742
	Iteration 39Q: 3 clusters Score -1928661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1928653.750000 Penalty: 4741.135742
	Iteration 40F: 3 clusters Score -1928654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1928656.375000 Penalty: 4741.135742
	Iteration 41Q: 3 clusters Score -1928656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1928660.000000 Penalty: 4741.135742
	Iteration 42Q: 3 clusters Score -1928660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1928660.500000 Penalty: 4741.135742
	Iteration 43Q: 3 clusters Score -1928660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1928660.125000 Penalty: 4741.135742
	Iteration 44Q: 3 clusters Score -1928660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1928660.875000 Penalty: 4741.135742
	Iteration 45Q: 3 clusters Score -1928661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1928665.875000 Penalty: 4741.135742
	Iteration 46Q: 3 clusters Score -1928666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1928665.000000 Penalty: 4741.135742
	Iteration 47Q: 3 clusters Score -1928665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1928667.250000 Penalty: 4741.135742
	Iteration 48Q: 3 clusters Score -1928667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1928669.750000 Penalty: 4741.135742
	Iteration 49Q: 3 clusters Score -1928670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1928667.375000 Penalty: 4741.135742
	Iteration 50Q: 3 clusters Score -1928667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1928667.625000 Penalty: 4741.135742
	Iteration 51Q: 3 clusters Score -1928668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1928666.500000 Penalty: 4741.135742
	Iteration 52Q: 3 clusters Score -1928666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1928666.875000 Penalty: 4741.135742
	Iteration 53Q: 3 clusters Score -1928667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1928669.250000 Penalty: 4741.135742
	Iteration 54Q: 3 clusters Score -1928669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1928669.500000 Penalty: 4741.135742
	Iteration 55Q: 3 clusters Score -1928670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1928671.750000 Penalty: 4741.135742
	Iteration 56Q: 3 clusters Score -1928672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1928672.500000 Penalty: 4741.135742
	Iteration 57Q: 3 clusters Score -1928672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1928673.375000 Penalty: 4741.135742
	Iteration 58Q: 3 clusters Score -1928673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1928672.625000 Penalty: 4741.135742
	Iteration 59Q: 3 clusters Score -1928673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1928672.500000 Penalty: 4741.135742
	Iteration 60F: 3 clusters Score -1928672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1928669.875000 Penalty: 4741.135742
	Iteration 61Q: 3 clusters Score -1928670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1928669.500000 Penalty: 4741.135742
	Iteration 62Q: 3 clusters Score -1928670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1928670.500000 Penalty: 4741.135742
	Iteration 63Q: 3 clusters Score -1928670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1928671.125000 Penalty: 4741.135742
	Iteration 64Q: 3 clusters Score -1928671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1928671.125000 Penalty: 4741.135742
	Iteration 65F: 3 clusters Score -1928671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Entering Unmasked Estep 
Score: -1834071.875000 Penalty: 2355.949463
	Iteration 0F: 2 clusters Score -1834072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1824261.000000 Penalty: 4711.898926
	Iteration 0F: 3 clusters Score -1824261 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1827470.875000 Penalty: 4711.898926
	Iteration 1F: 3 clusters Score -1827471 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1827852.750000 Penalty: 4711.898926
	Iteration 2F: 3 clusters Score -1827853 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1828187.875000 Penalty: 4711.898926
	Iteration 3F: 3 clusters Score -1828188 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1828531.500000 Penalty: 4711.898926
	Iteration 4Q: 3 clusters Score -1828532 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1828892.375000 Penalty: 4711.898926
	Iteration 5Q: 3 clusters Score -1828892 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1829290.125000 Penalty: 4711.898926
	Iteration 6F: 3 clusters Score -1829290 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1829703.750000 Penalty: 4711.898926
	Iteration 7F: 3 clusters Score -1829704 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1830117.750000 Penalty: 4711.898926
	Iteration 8F: 3 clusters Score -1830118 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1830510.375000 Penalty: 4711.898926
	Iteration 9Q: 3 clusters Score -1830510 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1830834.750000 Penalty: 4711.898926
	Iteration 10Q: 3 clusters Score -1830835 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1831134.000000 Penalty: 4711.898926
	Iteration 11Q: 3 clusters Score -1831134 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1831402.750000 Penalty: 4711.898926
	Iteration 12Q: 3 clusters Score -1831403 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1831650.375000 Penalty: 4711.898926
	Iteration 13Q: 3 clusters Score -1831650 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1831852.625000 Penalty: 4711.898926
	Iteration 14Q: 3 clusters Score -1831853 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1832072.625000 Penalty: 4711.898926
	Iteration 15Q: 3 clusters Score -1832073 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1832232.875000 Penalty: 4711.898926
	Iteration 16Q: 3 clusters Score -1832233 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1832307.375000 Penalty: 4711.898926
	Iteration 17Q: 3 clusters Score -1832307 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1832356.875000 Penalty: 4711.898926
	Iteration 18Q: 3 clusters Score -1832357 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1832390.125000 Penalty: 4711.898926
	Iteration 19Q: 3 clusters Score -1832390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1832417.000000 Penalty: 4711.898926
	Iteration 20F: 3 clusters Score -1832417 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1832440.625000 Penalty: 4711.898926
	Iteration 21Q: 3 clusters Score -1832441 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1832451.250000 Penalty: 4711.898926
	Iteration 22Q: 3 clusters Score -1832451 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1832460.375000 Penalty: 4711.898926
	Iteration 23Q: 3 clusters Score -1832460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1832464.250000 Penalty: 4711.898926
	Iteration 24Q: 3 clusters Score -1832464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1832466.500000 Penalty: 4711.898926
	Iteration 25Q: 3 clusters Score -1832466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1832470.875000 Penalty: 4711.898926
	Iteration 26Q: 3 clusters Score -1832471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1832474.750000 Penalty: 4711.898926
	Iteration 27Q: 3 clusters Score -1832475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1832475.500000 Penalty: 4711.898926
	Iteration 28Q: 3 clusters Score -1832476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1832481.375000 Penalty: 4711.898926
	Iteration 29Q: 3 clusters Score -1832481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1832480.250000 Penalty: 4711.898926
	Iteration 30Q: 3 clusters Score -1832480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1832482.750000 Penalty: 4711.898926
	Iteration 31Q: 3 clusters Score -1832483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1832482.000000 Penalty: 4711.898926
	Iteration 32Q: 3 clusters Score -1832482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1832480.625000 Penalty: 4711.898926
	Iteration 33Q: 3 clusters Score -1832481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1832482.750000 Penalty: 4711.898926
	Iteration 34Q: 3 clusters Score -1832483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1832486.000000 Penalty: 4711.898926
	Iteration 35Q: 3 clusters Score -1832486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1832486.750000 Penalty: 4711.898926
	Iteration 36Q: 3 clusters Score -1832487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1832489.125000 Penalty: 4711.898926
	Iteration 37Q: 3 clusters Score -1832489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1832489.875000 Penalty: 4711.898926
	Iteration 38Q: 3 clusters Score -1832490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1832491.875000 Penalty: 4711.898926
	Iteration 39Q: 3 clusters Score -1832492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1832491.875000 Penalty: 4711.898926
	Iteration 40F: 3 clusters Score -1832492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -71426.703125 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -71426.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70018.554688 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -70018.55 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70289.539062 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -70289.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70360.671875 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -70360.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70419.804688 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -70419.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70458.187500 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -70458.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70470.398438 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -70470.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70475.390625 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -70475.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70477.210938 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -70477.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70481.125000 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -70481.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70481.125000 Penalty: 3156.062012
	Iteration 9F: 3 clusters Score -70481.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Entering Unmasked Estep 
Score: -3264631.000000 Penalty: 2498.318115
	Iteration 0F: 2 clusters Score -3264631 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 11891 members 
Entering Unmasked Estep 
Score: -3248129.000000 Penalty: 4996.636230
	Iteration 0F: 3 clusters Score -3248129 nChanged 10607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -3253754.250000 Penalty: 4996.636230
	Iteration 1F: 3 clusters Score -3253754 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -3254089.000000 Penalty: 4996.636230
	Iteration 2Q: 3 clusters Score -3254089 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -3254348.250000 Penalty: 4996.636230
	Iteration 3Q: 3 clusters Score -3254348 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -3254557.500000 Penalty: 4996.636230
	Iteration 4Q: 3 clusters Score -3254558 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3254761.000000 Penalty: 4996.636230
	Iteration 5Q: 3 clusters Score -3254761 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3254943.750000 Penalty: 4996.636230
	Iteration 6Q: 3 clusters Score -3254944 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3255166.000000 Penalty: 4996.636230
	Iteration 7Q: 3 clusters Score -3255166 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -3255517.000000 Penalty: 4996.636230
	Iteration 8Q: 3 clusters Score -3255517 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -3256014.750000 Penalty: 4996.636230
	Iteration 9Q: 3 clusters Score -3256015 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3256703.250000 Penalty: 4996.636230
	Iteration 10F: 3 clusters Score -3256703 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -3257669.750000 Penalty: 4996.636230
	Iteration 11F: 3 clusters Score -3257670 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3258967.250000 Penalty: 4996.636230
	Iteration 12F: 3 clusters Score -3258967 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -3260214.500000 Penalty: 4996.636230
	Iteration 13F: 3 clusters Score -3260214 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3261203.500000 Penalty: 4996.636230
	Iteration 14Q: 3 clusters Score -3261204 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -3261744.000000 Penalty: 4996.636230
	Iteration 15Q: 3 clusters Score -3261744 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -3262061.000000 Penalty: 4996.636230
	Iteration 16Q: 3 clusters Score -3262061 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -3262223.250000 Penalty: 4996.636230
	Iteration 17Q: 3 clusters Score -3262223 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3262320.000000 Penalty: 4996.636230
	Iteration 18Q: 3 clusters Score -3262320 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3262377.250000 Penalty: 4996.636230
	Iteration 19Q: 3 clusters Score -3262377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -3262433.500000 Penalty: 4996.636230
	Iteration 20F: 3 clusters Score -3262434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -3262450.000000 Penalty: 4996.636230
	Iteration 21Q: 3 clusters Score -3262450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -3262466.500000 Penalty: 4996.636230
	Iteration 22Q: 3 clusters Score -3262466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -3262471.000000 Penalty: 4996.636230
	Iteration 23Q: 3 clusters Score -3262471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -3262471.250000 Penalty: 4996.636230
	Iteration 24Q: 3 clusters Score -3262471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -3262470.750000 Penalty: 4996.636230
	Iteration 25Q: 3 clusters Score -3262471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -3262470.750000 Penalty: 4996.636230
	Iteration 26F: 3 clusters Score -3262471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -74147.476562 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -74147.48 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 289 members 
Entering Unmasked Estep 
Score: -72638.007812 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -72638.01 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72907.070312 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -72907.07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73042.718750 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -73042.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -73134.953125 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -73134.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73280.296875 Penalty: 3184.317383
	Iteration 4F: 3 clusters Score -73280.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -73444.281250 Penalty: 3184.317383
	Iteration 5F: 3 clusters Score -73444.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73614.882812 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -73614.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -73894.078125 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -73894.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -74006.476562 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -74006.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -74027.078125 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -74027.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -74041.187500 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -74041.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -74054.468750 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -74054.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -74057.054688 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -74057.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -74058.375000 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -74058.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -74062.078125 Penalty: 3184.317383
	Iteration 14F: 3 clusters Score -74062.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -74079.242188 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -74079.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -74082.398438 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -74082.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -74084.546875 Penalty: 3184.317383
	Iteration 17Q: 3 clusters Score -74084.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74087.640625 Penalty: 3184.317383
	Iteration 18Q: 3 clusters Score -74087.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74091.531250 Penalty: 3184.317383
	Iteration 19Q: 3 clusters Score -74091.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74102.867188 Penalty: 3184.317383
	Iteration 20F: 3 clusters Score -74102.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -74130.679688 Penalty: 3184.317383
	Iteration 21Q: 3 clusters Score -74130.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74177.156250 Penalty: 3184.317383
	Iteration 22Q: 3 clusters Score -74177.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74252.648438 Penalty: 3184.317383
	Iteration 23Q: 3 clusters Score -74252.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -74413.820312 Penalty: 3184.317383
	Iteration 24Q: 3 clusters Score -74413.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74417.578125 Penalty: 3184.317383
	Iteration 25Q: 3 clusters Score -74417.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74417.578125 Penalty: 3184.317383
	Iteration 26F: 3 clusters Score -74417.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 14035 members 
Mstep: Class 4 contains 154703 members 
Mstep: Class 5 contains 339 members 
Mstep: Class 6 contains 3904 members 
Mstep: Class 7 contains 5646 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287321 members 
Mstep: Class 10 contains 9478 members 
Mstep: Class 11 contains 72281 members 
Mstep: Class 12 contains 235128 members 
Mstep: Class 13 contains 42787 members 
Mstep: Class 14 contains 744 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 14168 members 
Mstep: Class 17 contains 13357 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 23715 members 
Mstep: Class 20 contains 275 members 
Mstep: Class 21 contains 50983 members 
Mstep: Class 22 contains 8034 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 538 members 
Entering Unmasked Estep 
Score: -135792768.000000 Penalty: 82213.359375
Splitting cluster 20 changes total score from -135794464.000000 to -135792768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (50983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Entering Unmasked Estep 
Score: -7111560.000000 Penalty: 2688.133545
	Iteration 0F: 2 clusters Score -7111560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -7077231.500000 Penalty: 5376.267090
	Iteration 0F: 3 clusters Score -7077232 nChanged 23534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -7090077.000000 Penalty: 5376.267090
	Iteration 1F: 3 clusters Score -7090077 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -7090667.000000 Penalty: 5376.267090
	Iteration 2Q: 3 clusters Score -7090667 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -7091341.000000 Penalty: 5376.267090
	Iteration 3Q: 3 clusters Score -7091341 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -7092039.000000 Penalty: 5376.267090
	Iteration 4Q: 3 clusters Score -7092039 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -7093059.000000 Penalty: 5376.267090
	Iteration 5Q: 3 clusters Score -7093059 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -7094665.000000 Penalty: 5376.267090
	Iteration 6F: 3 clusters Score -7094665 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -7096918.000000 Penalty: 5376.267090
	Iteration 7F: 3 clusters Score -7096918 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -7099975.000000 Penalty: 5376.267090
	Iteration 8F: 3 clusters Score -7099975 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -7103325.000000 Penalty: 5376.267090
	Iteration 9F: 3 clusters Score -7103325 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -7106018.500000 Penalty: 5376.267090
	Iteration 10F: 3 clusters Score -7106018 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -7107628.000000 Penalty: 5376.267090
	Iteration 11Q: 3 clusters Score -7107628 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -7108445.500000 Penalty: 5376.267090
	Iteration 12Q: 3 clusters Score -7108446 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -7108808.000000 Penalty: 5376.267090
	Iteration 13Q: 3 clusters Score -7108808 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -7108958.500000 Penalty: 5376.267090
	Iteration 14Q: 3 clusters Score -7108958 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -7109053.500000 Penalty: 5376.267090
	Iteration 15Q: 3 clusters Score -7109054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -7109104.500000 Penalty: 5376.267090
	Iteration 16Q: 3 clusters Score -7109104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -7109132.000000 Penalty: 5376.267090
	Iteration 17Q: 3 clusters Score -7109132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -7109165.000000 Penalty: 5376.267090
	Iteration 18Q: 3 clusters Score -7109165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -7109175.000000 Penalty: 5376.267090
	Iteration 19Q: 3 clusters Score -7109175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -7109171.000000 Penalty: 5376.267090
	Iteration 20F: 3 clusters Score -7109171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -7109178.500000 Penalty: 5376.267090
	Iteration 21Q: 3 clusters Score -7109178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -7109190.500000 Penalty: 5376.267090
	Iteration 22Q: 3 clusters Score -7109190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -7109210.500000 Penalty: 5376.267090
	Iteration 23Q: 3 clusters Score -7109210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -7109211.500000 Penalty: 5376.267090
	Iteration 24Q: 3 clusters Score -7109212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -7109211.500000 Penalty: 5376.267090
	Iteration 25F: 3 clusters Score -7109212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Entering Unmasked Estep 
Score: -1098863.625000 Penalty: 2229.876709
	Iteration 0F: 2 clusters Score -1098864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1092442.750000 Penalty: 4459.753418
	Iteration 0F: 3 clusters Score -1092443 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1094213.625000 Penalty: 4459.753418
	Iteration 1F: 3 clusters Score -1094214 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1094530.750000 Penalty: 4459.753418
	Iteration 2F: 3 clusters Score -1094531 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1094754.000000 Penalty: 4459.753418
	Iteration 3F: 3 clusters Score -1094754 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1094917.500000 Penalty: 4459.753418
	Iteration 4Q: 3 clusters Score -1094918 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1095066.375000 Penalty: 4459.753418
	Iteration 5Q: 3 clusters Score -1095066 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1095198.875000 Penalty: 4459.753418
	Iteration 6Q: 3 clusters Score -1095199 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1095326.750000 Penalty: 4459.753418
	Iteration 7Q: 3 clusters Score -1095327 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1095467.000000 Penalty: 4459.753418
	Iteration 8Q: 3 clusters Score -1095467 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1095613.250000 Penalty: 4459.753418
	Iteration 9Q: 3 clusters Score -1095613 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1095745.500000 Penalty: 4459.753418
	Iteration 10Q: 3 clusters Score -1095746 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1095862.750000 Penalty: 4459.753418
	Iteration 11Q: 3 clusters Score -1095863 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1095975.125000 Penalty: 4459.753418
	Iteration 12Q: 3 clusters Score -1095975 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1096084.875000 Penalty: 4459.753418
	Iteration 13Q: 3 clusters Score -1096085 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1096197.875000 Penalty: 4459.753418
	Iteration 14Q: 3 clusters Score -1096198 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1096309.250000 Penalty: 4459.753418
	Iteration 15Q: 3 clusters Score -1096309 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1096426.875000 Penalty: 4459.753418
	Iteration 16Q: 3 clusters Score -1096427 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1096549.750000 Penalty: 4459.753418
	Iteration 17Q: 3 clusters Score -1096550 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1096657.000000 Penalty: 4459.753418
	Iteration 18Q: 3 clusters Score -1096657 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1096726.375000 Penalty: 4459.753418
	Iteration 19Q: 3 clusters Score -1096726 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1096781.250000 Penalty: 4459.753418
	Iteration 20F: 3 clusters Score -1096781 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1096825.875000 Penalty: 4459.753418
	Iteration 21Q: 3 clusters Score -1096826 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1096855.125000 Penalty: 4459.753418
	Iteration 22Q: 3 clusters Score -1096855 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1096878.750000 Penalty: 4459.753418
	Iteration 23Q: 3 clusters Score -1096879 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1096899.750000 Penalty: 4459.753418
	Iteration 24Q: 3 clusters Score -1096900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1096914.375000 Penalty: 4459.753418
	Iteration 25Q: 3 clusters Score -1096914 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1096930.125000 Penalty: 4459.753418
	Iteration 26Q: 3 clusters Score -1096930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1096946.000000 Penalty: 4459.753418
	Iteration 27Q: 3 clusters Score -1096946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1096956.250000 Penalty: 4459.753418
	Iteration 28Q: 3 clusters Score -1096956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1096966.625000 Penalty: 4459.753418
	Iteration 29Q: 3 clusters Score -1096967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1096982.750000 Penalty: 4459.753418
	Iteration 30Q: 3 clusters Score -1096983 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1096993.250000 Penalty: 4459.753418
	Iteration 31Q: 3 clusters Score -1096993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1097000.875000 Penalty: 4459.753418
	Iteration 32Q: 3 clusters Score -1097001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1097017.125000 Penalty: 4459.753418
	Iteration 33Q: 3 clusters Score -1097017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1097035.750000 Penalty: 4459.753418
	Iteration 34Q: 3 clusters Score -1097036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1097044.375000 Penalty: 4459.753418
	Iteration 35Q: 3 clusters Score -1097044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1097059.875000 Penalty: 4459.753418
	Iteration 36Q: 3 clusters Score -1097060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1097069.500000 Penalty: 4459.753418
	Iteration 37Q: 3 clusters Score -1097070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1097078.125000 Penalty: 4459.753418
	Iteration 38Q: 3 clusters Score -1097078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1097084.875000 Penalty: 4459.753418
	Iteration 39Q: 3 clusters Score -1097085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1097090.500000 Penalty: 4459.753418
	Iteration 40F: 3 clusters Score -1097090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1097095.625000 Penalty: 4459.753418
	Iteration 41Q: 3 clusters Score -1097096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1097100.750000 Penalty: 4459.753418
	Iteration 42Q: 3 clusters Score -1097101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1097103.375000 Penalty: 4459.753418
	Iteration 43Q: 3 clusters Score -1097103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1097103.875000 Penalty: 4459.753418
	Iteration 44Q: 3 clusters Score -1097104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1097109.125000 Penalty: 4459.753418
	Iteration 45Q: 3 clusters Score -1097109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1097109.750000 Penalty: 4459.753418
	Iteration 46Q: 3 clusters Score -1097110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1097111.875000 Penalty: 4459.753418
	Iteration 47Q: 3 clusters Score -1097112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1097111.125000 Penalty: 4459.753418
	Iteration 48Q: 3 clusters Score -1097111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1097111.000000 Penalty: 4459.753418
	Iteration 49Q: 3 clusters Score -1097111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1097110.625000 Penalty: 4459.753418
	Iteration 50Q: 3 clusters Score -1097111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1097112.500000 Penalty: 4459.753418
	Iteration 51Q: 3 clusters Score -1097112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1097111.375000 Penalty: 4459.753418
	Iteration 52Q: 3 clusters Score -1097111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1097113.125000 Penalty: 4459.753418
	Iteration 53Q: 3 clusters Score -1097113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1097113.250000 Penalty: 4459.753418
	Iteration 54Q: 3 clusters Score -1097113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1097113.750000 Penalty: 4459.753418
	Iteration 55Q: 3 clusters Score -1097114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1097114.125000 Penalty: 4459.753418
	Iteration 56Q: 3 clusters Score -1097114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1097113.750000 Penalty: 4459.753418
	Iteration 57Q: 3 clusters Score -1097114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1097113.875000 Penalty: 4459.753418
	Iteration 58Q: 3 clusters Score -1097114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1097112.875000 Penalty: 4459.753418
	Iteration 59Q: 3 clusters Score -1097113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1097114.000000 Penalty: 4459.753418
	Iteration 60F: 3 clusters Score -1097114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -215356.640625 Penalty: 1841.931763
	Iteration 0F: 2 clusters Score -215356.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -212967.843750 Penalty: 3683.863525
	Iteration 0F: 3 clusters Score -212967.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -213548.234375 Penalty: 3683.863525
	Iteration 1F: 3 clusters Score -213548.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -213971.187500 Penalty: 3683.863525
	Iteration 2F: 3 clusters Score -213971.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -214405.171875 Penalty: 3683.863525
	Iteration 3F: 3 clusters Score -214405.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -214698.843750 Penalty: 3683.863525
	Iteration 4F: 3 clusters Score -214698.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -214904.156250 Penalty: 3683.863525
	Iteration 5Q: 3 clusters Score -214904.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -215019.234375 Penalty: 3683.863525
	Iteration 6Q: 3 clusters Score -215019.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -215052.359375 Penalty: 3683.863525
	Iteration 7Q: 3 clusters Score -215052.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -215076.828125 Penalty: 3683.863525
	Iteration 8Q: 3 clusters Score -215076.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -215093.546875 Penalty: 3683.863525
	Iteration 9Q: 3 clusters Score -215093.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -215108.343750 Penalty: 3683.863525
	Iteration 10Q: 3 clusters Score -215108.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -215119.234375 Penalty: 3683.863525
	Iteration 11Q: 3 clusters Score -215119.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -215128.703125 Penalty: 3683.863525
	Iteration 12Q: 3 clusters Score -215128.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -215133.546875 Penalty: 3683.863525
	Iteration 13Q: 3 clusters Score -215133.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -215137.781250 Penalty: 3683.863525
	Iteration 14Q: 3 clusters Score -215137.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -215138.406250 Penalty: 3683.863525
	Iteration 15Q: 3 clusters Score -215138.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -215138.406250 Penalty: 3683.863525
	Iteration 16F: 3 clusters Score -215138.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -64380.031250 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -64380.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62910.363281 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -62910.36 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63105.214844 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -63105.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63156.558594 Penalty: 3118.777832
	Iteration 2Q: 3 clusters Score -63156.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -63194.628906 Penalty: 3118.777832
	Iteration 3Q: 3 clusters Score -63194.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -63209.726562 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -63209.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63218.085938 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -63218.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -63231.460938 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -63231.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63237.269531 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -63237.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -63239.078125 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -63239.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -63239.078125 Penalty: 3118.777832
	Iteration 9F: 3 clusters Score -63239.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 14035 members 
Mstep: Class 4 contains 154703 members 
Mstep: Class 6 contains 3904 members 
Mstep: Class 7 contains 5646 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287321 members 
Mstep: Class 10 contains 9478 members 
Mstep: Class 11 contains 72281 members 
Mstep: Class 12 contains 235128 members 
Mstep: Class 13 contains 42787 members 
Mstep: Class 14 contains 744 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 14168 members 
Mstep: Class 17 contains 13357 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 23715 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50983 members 
Mstep: Class 22 contains 8034 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794432.000000 Penalty: 78787.804688
Iteration 159Q: 24 clusters Score -1.357944e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 13881 members 
Mstep: Class 4 contains 154811 members 
Mstep: Class 6 contains 3909 members 
Mstep: Class 7 contains 5703 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287287 members 
Mstep: Class 10 contains 9476 members 
Mstep: Class 11 contains 72207 members 
Mstep: Class 12 contains 235171 members 
Mstep: Class 13 contains 42774 members 
Mstep: Class 14 contains 744 members 
Mstep: Class 15 contains 1730 members 
Mstep: Class 16 contains 14187 members 
Mstep: Class 17 contains 13361 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 23816 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 50998 members 
Mstep: Class 22 contains 8029 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794528.000000 Penalty: 78787.804688
Iteration 160F: 24 clusters Score -1.357945e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 389 members 
Mstep: Class 3 contains 13755 members 
Mstep: Class 4 contains 154905 members 
Mstep: Class 6 contains 3911 members 
Mstep: Class 7 contains 5767 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287276 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 72128 members 
Mstep: Class 12 contains 235198 members 
Mstep: Class 13 contains 42768 members 
Mstep: Class 14 contains 744 members 
Mstep: Class 15 contains 1715 members 
Mstep: Class 16 contains 14212 members 
Mstep: Class 17 contains 13361 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 23911 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51019 members 
Mstep: Class 22 contains 8021 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794848.000000 Penalty: 78787.804688
Iteration 161Q: 24 clusters Score -1.357948e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 13642 members 
Mstep: Class 4 contains 155010 members 
Mstep: Class 6 contains 3910 members 
Mstep: Class 7 contains 5826 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287258 members 
Mstep: Class 10 contains 9464 members 
Mstep: Class 11 contains 72040 members 
Mstep: Class 12 contains 235219 members 
Mstep: Class 13 contains 42775 members 
Mstep: Class 14 contains 744 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 14238 members 
Mstep: Class 17 contains 13360 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 23977 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51025 members 
Mstep: Class 22 contains 8017 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794912.000000 Penalty: 78787.804688
Iteration 162Q: 24 clusters Score -1.357949e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 13525 members 
Mstep: Class 4 contains 155118 members 
Mstep: Class 6 contains 3908 members 
Mstep: Class 7 contains 5886 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287248 members 
Mstep: Class 10 contains 9468 members 
Mstep: Class 11 contains 71979 members 
Mstep: Class 12 contains 235224 members 
Mstep: Class 13 contains 42767 members 
Mstep: Class 14 contains 744 members 
Mstep: Class 15 contains 1681 members 
Mstep: Class 16 contains 14255 members 
Mstep: Class 17 contains 13351 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 24061 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51037 members 
Mstep: Class 22 contains 8017 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794880.000000 Penalty: 78787.804688
Iteration 163Q: 24 clusters Score -1.357949e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 13414 members 
Mstep: Class 4 contains 155195 members 
Mstep: Class 6 contains 3909 members 
Mstep: Class 7 contains 5940 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287243 members 
Mstep: Class 10 contains 9467 members 
Mstep: Class 11 contains 71910 members 
Mstep: Class 12 contains 235251 members 
Mstep: Class 13 contains 42764 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 1669 members 
Mstep: Class 16 contains 14275 members 
Mstep: Class 17 contains 13349 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 24134 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51051 members 
Mstep: Class 22 contains 8016 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794976.000000 Penalty: 78787.804688
Iteration 164Q: 24 clusters Score -1.35795e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 13315 members 
Mstep: Class 4 contains 155277 members 
Mstep: Class 6 contains 3909 members 
Mstep: Class 7 contains 5989 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287238 members 
Mstep: Class 10 contains 9464 members 
Mstep: Class 11 contains 71862 members 
Mstep: Class 12 contains 235274 members 
Mstep: Class 13 contains 42756 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 14293 members 
Mstep: Class 17 contains 13347 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 24214 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51069 members 
Mstep: Class 22 contains 8017 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795152.000000 Penalty: 78787.804688
Iteration 165Q: 24 clusters Score -1.357952e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 13215 members 
Mstep: Class 4 contains 155340 members 
Mstep: Class 6 contains 3914 members 
Mstep: Class 7 contains 6043 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287234 members 
Mstep: Class 10 contains 9468 members 
Mstep: Class 11 contains 71811 members 
Mstep: Class 12 contains 235296 members 
Mstep: Class 13 contains 42745 members 
Mstep: Class 14 contains 744 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 14309 members 
Mstep: Class 17 contains 13351 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 24278 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51075 members 
Mstep: Class 22 contains 8019 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795376.000000 Penalty: 78787.804688
Iteration 166Q: 24 clusters Score -1.357954e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 13114 members 
Mstep: Class 4 contains 155363 members 
Mstep: Class 6 contains 3916 members 
Mstep: Class 7 contains 6092 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287243 members 
Mstep: Class 10 contains 9464 members 
Mstep: Class 11 contains 71759 members 
Mstep: Class 12 contains 235333 members 
Mstep: Class 13 contains 42741 members 
Mstep: Class 14 contains 745 members 
Mstep: Class 15 contains 1621 members 
Mstep: Class 16 contains 14325 members 
Mstep: Class 17 contains 13347 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 24338 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51079 members 
Mstep: Class 22 contains 8020 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795568.000000 Penalty: 78787.804688
Iteration 167Q: 24 clusters Score -1.357956e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 13003 members 
Mstep: Class 4 contains 155401 members 
Mstep: Class 6 contains 3914 members 
Mstep: Class 7 contains 6168 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287255 members 
Mstep: Class 10 contains 9464 members 
Mstep: Class 11 contains 71705 members 
Mstep: Class 12 contains 235365 members 
Mstep: Class 13 contains 42725 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 1610 members 
Mstep: Class 16 contains 14347 members 
Mstep: Class 17 contains 13348 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 24396 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51086 members 
Mstep: Class 22 contains 8020 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795296.000000 Penalty: 78787.804688
Iteration 168Q: 24 clusters Score -1.357953e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 12909 members 
Mstep: Class 4 contains 155434 members 
Mstep: Class 6 contains 3913 members 
Mstep: Class 7 contains 6229 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287280 members 
Mstep: Class 10 contains 9465 members 
Mstep: Class 11 contains 71661 members 
Mstep: Class 12 contains 235392 members 
Mstep: Class 13 contains 42704 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 14371 members 
Mstep: Class 17 contains 13339 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 24452 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51096 members 
Mstep: Class 22 contains 8021 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795568.000000 Penalty: 78787.804688
Iteration 169Q: 24 clusters Score -1.357956e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 12814 members 
Mstep: Class 4 contains 155505 members 
Mstep: Class 6 contains 3913 members 
Mstep: Class 7 contains 6279 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287272 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 71627 members 
Mstep: Class 12 contains 235426 members 
Mstep: Class 13 contains 42694 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 14388 members 
Mstep: Class 17 contains 13340 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 24508 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51100 members 
Mstep: Class 22 contains 8019 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795344.000000 Penalty: 78787.804688
Iteration 170Q: 24 clusters Score -1.357953e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 12726 members 
Mstep: Class 4 contains 155569 members 
Mstep: Class 6 contains 3914 members 
Mstep: Class 7 contains 6335 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287264 members 
Mstep: Class 10 contains 9452 members 
Mstep: Class 11 contains 71589 members 
Mstep: Class 12 contains 235449 members 
Mstep: Class 13 contains 42686 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 14392 members 
Mstep: Class 17 contains 13346 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 24575 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51106 members 
Mstep: Class 22 contains 8020 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795408.000000 Penalty: 78787.804688
Iteration 171Q: 24 clusters Score -1.357954e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 12634 members 
Mstep: Class 4 contains 155622 members 
Mstep: Class 6 contains 3915 members 
Mstep: Class 7 contains 6399 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287257 members 
Mstep: Class 10 contains 9447 members 
Mstep: Class 11 contains 71558 members 
Mstep: Class 12 contains 235470 members 
Mstep: Class 13 contains 42682 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 1556 members 
Mstep: Class 16 contains 14403 members 
Mstep: Class 17 contains 13339 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 24635 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51115 members 
Mstep: Class 22 contains 8022 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795488.000000 Penalty: 78787.804688
Iteration 172Q: 24 clusters Score -1.357955e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 12534 members 
Mstep: Class 4 contains 155692 members 
Mstep: Class 6 contains 3917 members 
Mstep: Class 7 contains 6468 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287251 members 
Mstep: Class 10 contains 9441 members 
Mstep: Class 11 contains 71521 members 
Mstep: Class 12 contains 235493 members 
Mstep: Class 13 contains 42668 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 1549 members 
Mstep: Class 16 contains 14415 members 
Mstep: Class 17 contains 13333 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 24682 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51128 members 
Mstep: Class 22 contains 8017 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795408.000000 Penalty: 78787.804688
Iteration 173Q: 24 clusters Score -1.357954e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 12443 members 
Mstep: Class 4 contains 155762 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287254 members 
Mstep: Class 10 contains 9438 members 
Mstep: Class 11 contains 71478 members 
Mstep: Class 12 contains 235501 members 
Mstep: Class 13 contains 42658 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 1539 members 
Mstep: Class 16 contains 14426 members 
Mstep: Class 17 contains 13330 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 24722 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51141 members 
Mstep: Class 22 contains 8020 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795504.000000 Penalty: 78787.804688
Iteration 174Q: 24 clusters Score -1.357955e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 12342 members 
Mstep: Class 4 contains 155805 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 6571 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287258 members 
Mstep: Class 10 contains 9439 members 
Mstep: Class 11 contains 71436 members 
Mstep: Class 12 contains 235514 members 
Mstep: Class 13 contains 42645 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 1534 members 
Mstep: Class 16 contains 14435 members 
Mstep: Class 17 contains 13326 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 24776 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51154 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795488.000000 Penalty: 78787.804688
Iteration 175Q: 24 clusters Score -1.357955e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 12238 members 
Mstep: Class 4 contains 155827 members 
Mstep: Class 6 contains 3918 members 
Mstep: Class 7 contains 6645 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287273 members 
Mstep: Class 10 contains 9441 members 
Mstep: Class 11 contains 71394 members 
Mstep: Class 12 contains 235528 members 
Mstep: Class 13 contains 42637 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 1523 members 
Mstep: Class 16 contains 14446 members 
Mstep: Class 17 contains 13305 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 24828 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51170 members 
Mstep: Class 22 contains 8029 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795504.000000 Penalty: 78787.804688
Iteration 176Q: 24 clusters Score -1.357955e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 12128 members 
Mstep: Class 4 contains 155837 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 6709 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287292 members 
Mstep: Class 10 contains 9440 members 
Mstep: Class 11 contains 71359 members 
Mstep: Class 12 contains 235525 members 
Mstep: Class 13 contains 42634 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 1512 members 
Mstep: Class 16 contains 14464 members 
Mstep: Class 17 contains 13306 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 24875 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51183 members 
Mstep: Class 22 contains 8038 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795632.000000 Penalty: 78787.804688
Iteration 177Q: 24 clusters Score -1.357956e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 12018 members 
Mstep: Class 4 contains 155846 members 
Mstep: Class 6 contains 3920 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287315 members 
Mstep: Class 10 contains 9436 members 
Mstep: Class 11 contains 71313 members 
Mstep: Class 12 contains 235527 members 
Mstep: Class 13 contains 42624 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 1497 members 
Mstep: Class 16 contains 14486 members 
Mstep: Class 17 contains 13300 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 24927 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51209 members 
Mstep: Class 22 contains 8037 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795744.000000 Penalty: 78787.804688
Iteration 178Q: 24 clusters Score -1.357957e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 11900 members 
Mstep: Class 4 contains 155848 members 
Mstep: Class 6 contains 3920 members 
Mstep: Class 7 contains 6859 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287347 members 
Mstep: Class 10 contains 9428 members 
Mstep: Class 11 contains 71269 members 
Mstep: Class 12 contains 235520 members 
Mstep: Class 13 contains 42604 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 14509 members 
Mstep: Class 17 contains 13296 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 24977 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51229 members 
Mstep: Class 22 contains 8039 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795952.000000 Penalty: 78787.804688
Iteration 179Q: 24 clusters Score -1.35796e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 11784 members 
Mstep: Class 4 contains 155859 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 6949 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287377 members 
Mstep: Class 10 contains 9431 members 
Mstep: Class 11 contains 71219 members 
Mstep: Class 12 contains 235520 members 
Mstep: Class 13 contains 42587 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 14523 members 
Mstep: Class 17 contains 13289 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 25026 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51244 members 
Mstep: Class 22 contains 8041 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796080.000000 Penalty: 78787.804688
Iteration 180F: 24 clusters Score -1.357961e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 401 members 
Mstep: Class 3 contains 11646 members 
Mstep: Class 4 contains 155874 members 
Mstep: Class 6 contains 3918 members 
Mstep: Class 7 contains 7047 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287407 members 
Mstep: Class 10 contains 9434 members 
Mstep: Class 11 contains 71162 members 
Mstep: Class 12 contains 235525 members 
Mstep: Class 13 contains 42565 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 1441 members 
Mstep: Class 16 contains 14537 members 
Mstep: Class 17 contains 13287 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 25094 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 51265 members 
Mstep: Class 22 contains 8041 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796256.000000 Penalty: 78787.804688
Iteration 181Q: 24 clusters Score -1.357963e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 406 members 
Mstep: Class 3 contains 11471 members 
Mstep: Class 4 contains 155898 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 7162 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287452 members 
Mstep: Class 10 contains 9438 members 
Mstep: Class 11 contains 71102 members 
Mstep: Class 12 contains 235522 members 
Mstep: Class 13 contains 42539 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 1424 members 
Mstep: Class 16 contains 14550 members 
Mstep: Class 17 contains 13285 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 25175 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 51288 members 
Mstep: Class 22 contains 8044 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796304.000000 Penalty: 78787.804688
Iteration 182Q: 24 clusters Score -1.357963e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 11286 members 
Mstep: Class 4 contains 155937 members 
Mstep: Class 6 contains 3918 members 
Mstep: Class 7 contains 7301 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287509 members 
Mstep: Class 10 contains 9448 members 
Mstep: Class 11 contains 71044 members 
Mstep: Class 12 contains 235517 members 
Mstep: Class 13 contains 42506 members 
Mstep: Class 14 contains 745 members 
Mstep: Class 15 contains 1410 members 
Mstep: Class 16 contains 14559 members 
Mstep: Class 17 contains 13292 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 25225 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 51306 members 
Mstep: Class 22 contains 8053 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796432.000000 Penalty: 78787.804688
Iteration 183Q: 24 clusters Score -1.357964e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 11089 members 
Mstep: Class 4 contains 155970 members 
Mstep: Class 6 contains 3916 members 
Mstep: Class 7 contains 7435 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287539 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 11 contains 70993 members 
Mstep: Class 12 contains 235513 members 
Mstep: Class 13 contains 42482 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 14579 members 
Mstep: Class 17 contains 13301 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 25290 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 51327 members 
Mstep: Class 22 contains 8058 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796752.000000 Penalty: 78787.804688
Iteration 184Q: 24 clusters Score -1.357968e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10877 members 
Mstep: Class 4 contains 156036 members 
Mstep: Class 6 contains 3915 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287591 members 
Mstep: Class 10 contains 9473 members 
Mstep: Class 11 contains 70926 members 
Mstep: Class 12 contains 235495 members 
Mstep: Class 13 contains 42458 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 1386 members 
Mstep: Class 16 contains 14592 members 
Mstep: Class 17 contains 13316 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 25357 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 51347 members 
Mstep: Class 22 contains 8065 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796880.000000 Penalty: 78787.804688
Iteration 185Q: 24 clusters Score -1.357969e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10654 members 
Mstep: Class 4 contains 156093 members 
Mstep: Class 6 contains 3914 members 
Mstep: Class 7 contains 7709 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287627 members 
Mstep: Class 10 contains 9484 members 
Mstep: Class 11 contains 70870 members 
Mstep: Class 12 contains 235496 members 
Mstep: Class 13 contains 42430 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 1370 members 
Mstep: Class 16 contains 14614 members 
Mstep: Class 17 contains 13333 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 25442 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 51372 members 
Mstep: Class 22 contains 8073 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797120.000000 Penalty: 78787.804688
Iteration 186Q: 24 clusters Score -1.357971e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 54032 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10461 members 
Mstep: Class 4 contains 156154 members 
Mstep: Class 6 contains 3915 members 
Mstep: Class 7 contains 7798 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287661 members 
Mstep: Class 10 contains 9501 members 
Mstep: Class 11 contains 70815 members 
Mstep: Class 12 contains 235492 members 
Mstep: Class 13 contains 42422 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 14636 members 
Mstep: Class 17 contains 13339 members 
Mstep: Class 18 contains 582 members 
Mstep: Class 19 contains 25524 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 51391 members 
Mstep: Class 22 contains 8076 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797408.000000 Penalty: 78787.804688
Iteration 187Q: 24 clusters Score -1.357974e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10282 members 
Mstep: Class 4 contains 156188 members 
Mstep: Class 6 contains 3914 members 
Mstep: Class 7 contains 7873 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287662 members 
Mstep: Class 10 contains 9518 members 
Mstep: Class 11 contains 70781 members 
Mstep: Class 12 contains 235496 members 
Mstep: Class 13 contains 42420 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1336 members 
Mstep: Class 16 contains 14664 members 
Mstep: Class 17 contains 13350 members 
Mstep: Class 18 contains 584 members 
Mstep: Class 19 contains 25619 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 51405 members 
Mstep: Class 22 contains 8080 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797536.000000 Penalty: 78787.804688
Iteration 188Q: 24 clusters Score -1.357975e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10109 members 
Mstep: Class 4 contains 156231 members 
Mstep: Class 6 contains 3915 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287683 members 
Mstep: Class 10 contains 9541 members 
Mstep: Class 11 contains 70738 members 
Mstep: Class 12 contains 235475 members 
Mstep: Class 13 contains 42412 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 16 contains 14673 members 
Mstep: Class 17 contains 13350 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 25739 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 51414 members 
Mstep: Class 22 contains 8084 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797408.000000 Penalty: 78787.804688
Iteration 189Q: 24 clusters Score -1.357974e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 9957 members 
Mstep: Class 4 contains 156281 members 
Mstep: Class 6 contains 3914 members 
Mstep: Class 7 contains 8019 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287713 members 
Mstep: Class 10 contains 9553 members 
Mstep: Class 11 contains 70710 members 
Mstep: Class 12 contains 235441 members 
Mstep: Class 13 contains 42402 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1321 members 
Mstep: Class 16 contains 14697 members 
Mstep: Class 17 contains 13345 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 25820 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 51429 members 
Mstep: Class 22 contains 8092 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797392.000000 Penalty: 78787.804688
Iteration 190Q: 24 clusters Score -1.357974e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 9815 members 
Mstep: Class 4 contains 156314 members 
Mstep: Class 6 contains 3914 members 
Mstep: Class 7 contains 8057 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287758 members 
Mstep: Class 10 contains 9562 members 
Mstep: Class 11 contains 70682 members 
Mstep: Class 12 contains 235406 members 
Mstep: Class 13 contains 42398 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1319 members 
Mstep: Class 16 contains 14719 members 
Mstep: Class 17 contains 13347 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 25932 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 51434 members 
Mstep: Class 22 contains 8096 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797408.000000 Penalty: 78787.804688
Iteration 191Q: 24 clusters Score -1.357974e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 9714 members 
Mstep: Class 4 contains 156326 members 
Mstep: Class 6 contains 3917 members 
Mstep: Class 7 contains 8080 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287824 members 
Mstep: Class 10 contains 9572 members 
Mstep: Class 11 contains 70642 members 
Mstep: Class 12 contains 235368 members 
Mstep: Class 13 contains 42390 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1316 members 
Mstep: Class 16 contains 14736 members 
Mstep: Class 17 contains 13338 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 26027 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 51450 members 
Mstep: Class 22 contains 8109 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797664.000000 Penalty: 78787.804688
Iteration 192Q: 24 clusters Score -1.357977e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 9616 members 
Mstep: Class 4 contains 156326 members 
Mstep: Class 6 contains 3918 members 
Mstep: Class 7 contains 8117 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287885 members 
Mstep: Class 10 contains 9586 members 
Mstep: Class 11 contains 70604 members 
Mstep: Class 12 contains 235345 members 
Mstep: Class 13 contains 42382 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1316 members 
Mstep: Class 16 contains 14760 members 
Mstep: Class 17 contains 13333 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 26104 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 51457 members 
Mstep: Class 22 contains 8118 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797424.000000 Penalty: 78787.804688
Iteration 193Q: 24 clusters Score -1.357974e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 9544 members 
Mstep: Class 4 contains 156309 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 8122 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 287957 members 
Mstep: Class 10 contains 9593 members 
Mstep: Class 11 contains 70575 members 
Mstep: Class 12 contains 235329 members 
Mstep: Class 13 contains 42375 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 16 contains 14773 members 
Mstep: Class 17 contains 13335 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 26167 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 51473 members 
Mstep: Class 22 contains 8121 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797264.000000 Penalty: 78787.804688
Iteration 194Q: 24 clusters Score -1.357973e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 9477 members 
Mstep: Class 4 contains 156323 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 8123 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288005 members 
Mstep: Class 10 contains 9596 members 
Mstep: Class 11 contains 70548 members 
Mstep: Class 12 contains 235301 members 
Mstep: Class 13 contains 42374 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1315 members 
Mstep: Class 16 contains 14785 members 
Mstep: Class 17 contains 13334 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 26232 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 51496 members 
Mstep: Class 22 contains 8129 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797792.000000 Penalty: 78787.804688
Iteration 195Q: 24 clusters Score -1.357978e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 9413 members 
Mstep: Class 4 contains 156354 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 8134 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288049 members 
Mstep: Class 10 contains 9600 members 
Mstep: Class 11 contains 70517 members 
Mstep: Class 12 contains 235280 members 
Mstep: Class 13 contains 42375 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1315 members 
Mstep: Class 16 contains 14799 members 
Mstep: Class 17 contains 13331 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 26275 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 51513 members 
Mstep: Class 22 contains 8137 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797696.000000 Penalty: 78787.804688
Iteration 196Q: 24 clusters Score -1.357977e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 9362 members 
Mstep: Class 4 contains 156382 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 8145 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288093 members 
Mstep: Class 10 contains 9602 members 
Mstep: Class 11 contains 70472 members 
Mstep: Class 12 contains 235266 members 
Mstep: Class 13 contains 42377 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1314 members 
Mstep: Class 16 contains 14816 members 
Mstep: Class 17 contains 13334 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 26322 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 51524 members 
Mstep: Class 22 contains 8142 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797856.000000 Penalty: 78787.804688
Iteration 197Q: 24 clusters Score -1.357979e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 9311 members 
Mstep: Class 4 contains 156397 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 8142 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288146 members 
Mstep: Class 10 contains 9606 members 
Mstep: Class 11 contains 70430 members 
Mstep: Class 12 contains 235265 members 
Mstep: Class 13 contains 42381 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 16 contains 14826 members 
Mstep: Class 17 contains 13330 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 26368 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 51532 members 
Mstep: Class 22 contains 8144 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797856.000000 Penalty: 78787.804688
Iteration 198Q: 24 clusters Score -1.357979e+08 nChanged 519
Entering ConstructFrom: 
Score: -135797856.000000 Penalty: 78787.804688
Entering ConstructFrom: 
Trying to split cluster 1 (53395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53395 members 
Entering Unmasked Estep 
Score: -7514855.000000 Penalty: 2699.597168
	Iteration 0F: 2 clusters Score -7514855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -7478945.000000 Penalty: 5399.194336
	Iteration 0F: 3 clusters Score -7478945 nChanged 24719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -7492642.500000 Penalty: 5399.194336
	Iteration 1F: 3 clusters Score -7492642 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -7493058.500000 Penalty: 5399.194336
	Iteration 2Q: 3 clusters Score -7493058 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -7493417.500000 Penalty: 5399.194336
	Iteration 3Q: 3 clusters Score -7493418 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -7493760.500000 Penalty: 5399.194336
	Iteration 4Q: 3 clusters Score -7493760 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -7494178.500000 Penalty: 5399.194336
	Iteration 5Q: 3 clusters Score -7494178 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -7494836.500000 Penalty: 5399.194336
	Iteration 6Q: 3 clusters Score -7494836 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -7495997.000000 Penalty: 5399.194336
	Iteration 7Q: 3 clusters Score -7495997 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -7498004.000000 Penalty: 5399.194336
	Iteration 8F: 3 clusters Score -7498004 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -7501406.000000 Penalty: 5399.194336
	Iteration 9F: 3 clusters Score -7501406 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -7505758.500000 Penalty: 5399.194336
	Iteration 10F: 3 clusters Score -7505758 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -7509459.500000 Penalty: 5399.194336
	Iteration 11F: 3 clusters Score -7509460 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7511315.000000 Penalty: 5399.194336
	Iteration 12Q: 3 clusters Score -7511315 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7511990.000000 Penalty: 5399.194336
	Iteration 13Q: 3 clusters Score -7511990 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7512216.500000 Penalty: 5399.194336
	Iteration 14Q: 3 clusters Score -7512216 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7512320.000000 Penalty: 5399.194336
	Iteration 15Q: 3 clusters Score -7512320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53199 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7512356.500000 Penalty: 5399.194336
	Iteration 16Q: 3 clusters Score -7512356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7512386.500000 Penalty: 5399.194336
	Iteration 17Q: 3 clusters Score -7512386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7512402.000000 Penalty: 5399.194336
	Iteration 18Q: 3 clusters Score -7512402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7512407.500000 Penalty: 5399.194336
	Iteration 19Q: 3 clusters Score -7512408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7512417.500000 Penalty: 5399.194336
	Iteration 20F: 3 clusters Score -7512418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -7512423.500000 Penalty: 5399.194336
	Iteration 21Q: 3 clusters Score -7512424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7512421.500000 Penalty: 5399.194336
	Iteration 22Q: 3 clusters Score -7512422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7512421.500000 Penalty: 5399.194336
	Iteration 23F: 3 clusters Score -7512422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -48613.644531 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -48613.64 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 181 members 
Entering Unmasked Estep 
Score: -47298.453125 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -47298.45 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47506.570312 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -47506.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47568.914062 Penalty: 2984.013916
	Iteration 2Q: 3 clusters Score -47568.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47605.808594 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -47605.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -47630.820312 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -47630.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -47644.210938 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -47644.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -47655.109375 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -47655.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47672.988281 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -47672.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47701.289062 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -47701.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47723.839844 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -47723.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47768.214844 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -47768.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47794.468750 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -47794.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47806.933594 Penalty: 2984.013916
	Iteration 12Q: 3 clusters Score -47806.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47813.433594 Penalty: 2984.013916
	Iteration 13Q: 3 clusters Score -47813.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47813.433594 Penalty: 2984.013916
	Iteration 14F: 3 clusters Score -47813.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Entering Unmasked Estep 
Score: -1242327.625000 Penalty: 2265.231689
	Iteration 0F: 2 clusters Score -1242328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1235092.125000 Penalty: 4530.463379
	Iteration 0F: 3 clusters Score -1235092 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1237144.500000 Penalty: 4530.463379
	Iteration 1F: 3 clusters Score -1237144 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1237440.875000 Penalty: 4530.463379
	Iteration 2F: 3 clusters Score -1237441 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1237666.000000 Penalty: 4530.463379
	Iteration 3F: 3 clusters Score -1237666 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1237837.125000 Penalty: 4530.463379
	Iteration 4Q: 3 clusters Score -1237837 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1237981.500000 Penalty: 4530.463379
	Iteration 5Q: 3 clusters Score -1237982 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1238093.625000 Penalty: 4530.463379
	Iteration 6Q: 3 clusters Score -1238094 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1238181.625000 Penalty: 4530.463379
	Iteration 7Q: 3 clusters Score -1238182 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1238282.000000 Penalty: 4530.463379
	Iteration 8Q: 3 clusters Score -1238282 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1238387.875000 Penalty: 4530.463379
	Iteration 9Q: 3 clusters Score -1238388 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1238497.750000 Penalty: 4530.463379
	Iteration 10Q: 3 clusters Score -1238498 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1238601.875000 Penalty: 4530.463379
	Iteration 11Q: 3 clusters Score -1238602 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1238713.500000 Penalty: 4530.463379
	Iteration 12Q: 3 clusters Score -1238714 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1238826.875000 Penalty: 4530.463379
	Iteration 13Q: 3 clusters Score -1238827 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1238935.500000 Penalty: 4530.463379
	Iteration 14Q: 3 clusters Score -1238936 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1239057.500000 Penalty: 4530.463379
	Iteration 15Q: 3 clusters Score -1239058 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1239180.000000 Penalty: 4530.463379
	Iteration 16Q: 3 clusters Score -1239180 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1239306.500000 Penalty: 4530.463379
	Iteration 17Q: 3 clusters Score -1239306 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1239441.375000 Penalty: 4530.463379
	Iteration 18Q: 3 clusters Score -1239441 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1239546.625000 Penalty: 4530.463379
	Iteration 19Q: 3 clusters Score -1239547 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1239629.125000 Penalty: 4530.463379
	Iteration 20F: 3 clusters Score -1239629 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1239708.375000 Penalty: 4530.463379
	Iteration 21Q: 3 clusters Score -1239708 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1239795.375000 Penalty: 4530.463379
	Iteration 22Q: 3 clusters Score -1239795 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1239885.000000 Penalty: 4530.463379
	Iteration 23Q: 3 clusters Score -1239885 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1239974.500000 Penalty: 4530.463379
	Iteration 24Q: 3 clusters Score -1239974 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1240074.000000 Penalty: 4530.463379
	Iteration 25Q: 3 clusters Score -1240074 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1240163.375000 Penalty: 4530.463379
	Iteration 26Q: 3 clusters Score -1240163 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1240237.000000 Penalty: 4530.463379
	Iteration 27Q: 3 clusters Score -1240237 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1240292.375000 Penalty: 4530.463379
	Iteration 28Q: 3 clusters Score -1240292 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1240336.000000 Penalty: 4530.463379
	Iteration 29Q: 3 clusters Score -1240336 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1240371.875000 Penalty: 4530.463379
	Iteration 30Q: 3 clusters Score -1240372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1240398.000000 Penalty: 4530.463379
	Iteration 31Q: 3 clusters Score -1240398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1240410.250000 Penalty: 4530.463379
	Iteration 32Q: 3 clusters Score -1240410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1240421.500000 Penalty: 4530.463379
	Iteration 33Q: 3 clusters Score -1240422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1240435.375000 Penalty: 4530.463379
	Iteration 34Q: 3 clusters Score -1240435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1240450.250000 Penalty: 4530.463379
	Iteration 35Q: 3 clusters Score -1240450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1240462.625000 Penalty: 4530.463379
	Iteration 36Q: 3 clusters Score -1240463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1240472.750000 Penalty: 4530.463379
	Iteration 37Q: 3 clusters Score -1240473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1240486.375000 Penalty: 4530.463379
	Iteration 38Q: 3 clusters Score -1240486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1240491.875000 Penalty: 4530.463379
	Iteration 39Q: 3 clusters Score -1240492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1240495.500000 Penalty: 4530.463379
	Iteration 40F: 3 clusters Score -1240496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1240500.625000 Penalty: 4530.463379
	Iteration 41Q: 3 clusters Score -1240501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1240503.750000 Penalty: 4530.463379
	Iteration 42Q: 3 clusters Score -1240504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1240508.000000 Penalty: 4530.463379
	Iteration 43Q: 3 clusters Score -1240508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1240513.000000 Penalty: 4530.463379
	Iteration 44Q: 3 clusters Score -1240513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1240517.000000 Penalty: 4530.463379
	Iteration 45Q: 3 clusters Score -1240517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1240521.875000 Penalty: 4530.463379
	Iteration 46Q: 3 clusters Score -1240522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1240522.375000 Penalty: 4530.463379
	Iteration 47Q: 3 clusters Score -1240522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1240528.000000 Penalty: 4530.463379
	Iteration 48Q: 3 clusters Score -1240528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1240531.125000 Penalty: 4530.463379
	Iteration 49Q: 3 clusters Score -1240531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1240535.000000 Penalty: 4530.463379
	Iteration 50Q: 3 clusters Score -1240535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1240538.000000 Penalty: 4530.463379
	Iteration 51Q: 3 clusters Score -1240538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1240537.375000 Penalty: 4530.463379
	Iteration 52Q: 3 clusters Score -1240537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1240537.000000 Penalty: 4530.463379
	Iteration 53Q: 3 clusters Score -1240537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1240537.000000 Penalty: 4530.463379
	Iteration 54F: 3 clusters Score -1240537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (156411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156411 members 
Entering Unmasked Estep 
Score: -21896866.000000 Penalty: 2966.140137
	Iteration 0F: 2 clusters Score -2.189687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78055 members 
Mstep: Class 2 contains 78356 members 
Entering Unmasked Estep 
Score: -21795022.000000 Penalty: 5932.280273
	Iteration 0F: 3 clusters Score -2.179502e+07 nChanged 74744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74645 members 
Mstep: Class 2 contains 81766 members 
Entering Unmasked Estep 
Score: -21838678.000000 Penalty: 5932.280273
	Iteration 1F: 3 clusters Score -2.183868e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72279 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -21839762.000000 Penalty: 5932.280273
	Iteration 2Q: 3 clusters Score -2.183976e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68542 members 
Mstep: Class 2 contains 87869 members 
Entering Unmasked Estep 
Score: -21841610.000000 Penalty: 5932.280273
	Iteration 3Q: 3 clusters Score -2.184161e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -21844886.000000 Penalty: 5932.280273
	Iteration 4Q: 3 clusters Score -2.184489e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 101809 members 
Entering Unmasked Estep 
Score: -21851060.000000 Penalty: 5932.280273
	Iteration 5F: 3 clusters Score -2.185106e+07 nChanged 12106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 112459 members 
Entering Unmasked Estep 
Score: -21860006.000000 Penalty: 5932.280273
	Iteration 6F: 3 clusters Score -2.186001e+07 nChanged 12952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 124255 members 
Entering Unmasked Estep 
Score: -21871166.000000 Penalty: 5932.280273
	Iteration 7F: 3 clusters Score -2.187117e+07 nChanged 11568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 135367 members 
Entering Unmasked Estep 
Score: -21881330.000000 Penalty: 5932.280273
	Iteration 8F: 3 clusters Score -2.188133e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 143349 members 
Entering Unmasked Estep 
Score: -21887698.000000 Penalty: 5932.280273
	Iteration 9F: 3 clusters Score -2.18877e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 148178 members 
Entering Unmasked Estep 
Score: -21891378.000000 Penalty: 5932.280273
	Iteration 10Q: 3 clusters Score -2.189138e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 150757 members 
Entering Unmasked Estep 
Score: -21893462.000000 Penalty: 5932.280273
	Iteration 11Q: 3 clusters Score -2.189346e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 151948 members 
Entering Unmasked Estep 
Score: -21894394.000000 Penalty: 5932.280273
	Iteration 12Q: 3 clusters Score -2.189439e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 152530 members 
Entering Unmasked Estep 
Score: -21894746.000000 Penalty: 5932.280273
	Iteration 13Q: 3 clusters Score -2.189475e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 152927 members 
Entering Unmasked Estep 
Score: -21894948.000000 Penalty: 5932.280273
	Iteration 14Q: 3 clusters Score -2.189495e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 153217 members 
Entering Unmasked Estep 
Score: -21895020.000000 Penalty: 5932.280273
	Iteration 15Q: 3 clusters Score -2.189502e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 153418 members 
Entering Unmasked Estep 
Score: -21895108.000000 Penalty: 5932.280273
	Iteration 16Q: 3 clusters Score -2.189511e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 153579 members 
Entering Unmasked Estep 
Score: -21895136.000000 Penalty: 5932.280273
	Iteration 17Q: 3 clusters Score -2.189514e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 153690 members 
Entering Unmasked Estep 
Score: -21895132.000000 Penalty: 5932.280273
	Iteration 18Q: 3 clusters Score -2.189513e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 153783 members 
Entering Unmasked Estep 
Score: -21895152.000000 Penalty: 5932.280273
	Iteration 19Q: 3 clusters Score -2.189515e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 153855 members 
Entering Unmasked Estep 
Score: -21895240.000000 Penalty: 5932.280273
	Iteration 20F: 3 clusters Score -2.189524e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 153929 members 
Entering Unmasked Estep 
Score: -21895248.000000 Penalty: 5932.280273
	Iteration 21Q: 3 clusters Score -2.189525e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 153990 members 
Entering Unmasked Estep 
Score: -21895258.000000 Penalty: 5932.280273
	Iteration 22Q: 3 clusters Score -2.189526e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 154052 members 
Entering Unmasked Estep 
Score: -21895278.000000 Penalty: 5932.280273
	Iteration 23Q: 3 clusters Score -2.189528e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 154108 members 
Entering Unmasked Estep 
Score: -21895292.000000 Penalty: 5932.280273
	Iteration 24Q: 3 clusters Score -2.189529e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 154159 members 
Entering Unmasked Estep 
Score: -21895340.000000 Penalty: 5932.280273
	Iteration 25Q: 3 clusters Score -2.189534e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 154205 members 
Entering Unmasked Estep 
Score: -21895362.000000 Penalty: 5932.280273
	Iteration 26Q: 3 clusters Score -2.189536e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 154239 members 
Entering Unmasked Estep 
Score: -21895346.000000 Penalty: 5932.280273
	Iteration 27Q: 3 clusters Score -2.189535e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 154275 members 
Entering Unmasked Estep 
Score: -21895346.000000 Penalty: 5932.280273
	Iteration 28Q: 3 clusters Score -2.189535e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 154304 members 
Entering Unmasked Estep 
Score: -21895362.000000 Penalty: 5932.280273
	Iteration 29Q: 3 clusters Score -2.189536e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 154337 members 
Entering Unmasked Estep 
Score: -21895342.000000 Penalty: 5932.280273
	Iteration 30Q: 3 clusters Score -2.189534e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 154374 members 
Entering Unmasked Estep 
Score: -21895348.000000 Penalty: 5932.280273
	Iteration 31Q: 3 clusters Score -2.189535e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 154406 members 
Entering Unmasked Estep 
Score: -21895394.000000 Penalty: 5932.280273
	Iteration 32Q: 3 clusters Score -2.189539e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 154422 members 
Entering Unmasked Estep 
Score: -21895416.000000 Penalty: 5932.280273
	Iteration 33Q: 3 clusters Score -2.189542e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 154449 members 
Entering Unmasked Estep 
Score: -21895438.000000 Penalty: 5932.280273
	Iteration 34Q: 3 clusters Score -2.189544e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 154469 members 
Entering Unmasked Estep 
Score: -21895414.000000 Penalty: 5932.280273
	Iteration 35Q: 3 clusters Score -2.189541e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 154478 members 
Entering Unmasked Estep 
Score: -21895452.000000 Penalty: 5932.280273
	Iteration 36Q: 3 clusters Score -2.189545e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 154479 members 
Entering Unmasked Estep 
Score: -21895440.000000 Penalty: 5932.280273
	Iteration 37Q: 3 clusters Score -2.189544e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 154474 members 
Entering Unmasked Estep 
Score: -21895474.000000 Penalty: 5932.280273
	Iteration 38Q: 3 clusters Score -2.189547e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 154474 members 
Entering Unmasked Estep 
Score: -21895480.000000 Penalty: 5932.280273
	Iteration 39Q: 3 clusters Score -2.189548e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 154467 members 
Entering Unmasked Estep 
Score: -21895480.000000 Penalty: 5932.280273
	Iteration 40F: 3 clusters Score -2.189548e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 154471 members 
Entering Unmasked Estep 
Score: -21895500.000000 Penalty: 5932.280273
	Iteration 41Q: 3 clusters Score -2.18955e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 154477 members 
Entering Unmasked Estep 
Score: -21895528.000000 Penalty: 5932.280273
	Iteration 42Q: 3 clusters Score -2.189553e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 154481 members 
Entering Unmasked Estep 
Score: -21895520.000000 Penalty: 5932.280273
	Iteration 43Q: 3 clusters Score -2.189552e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 154484 members 
Entering Unmasked Estep 
Score: -21895542.000000 Penalty: 5932.280273
	Iteration 44Q: 3 clusters Score -2.189554e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 154489 members 
Entering Unmasked Estep 
Score: -21895532.000000 Penalty: 5932.280273
	Iteration 45Q: 3 clusters Score -2.189553e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 154504 members 
Entering Unmasked Estep 
Score: -21895560.000000 Penalty: 5932.280273
	Iteration 46Q: 3 clusters Score -2.189556e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 154514 members 
Entering Unmasked Estep 
Score: -21895560.000000 Penalty: 5932.280273
	Iteration 47Q: 3 clusters Score -2.189556e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 154523 members 
Entering Unmasked Estep 
Score: -21895568.000000 Penalty: 5932.280273
	Iteration 48Q: 3 clusters Score -2.189557e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 154522 members 
Entering Unmasked Estep 
Score: -21895584.000000 Penalty: 5932.280273
	Iteration 49Q: 3 clusters Score -2.189558e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 154516 members 
Entering Unmasked Estep 
Score: -21895578.000000 Penalty: 5932.280273
	Iteration 50Q: 3 clusters Score -2.189558e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 154505 members 
Entering Unmasked Estep 
Score: -21895588.000000 Penalty: 5932.280273
	Iteration 51Q: 3 clusters Score -2.189559e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 154497 members 
Entering Unmasked Estep 
Score: -21895592.000000 Penalty: 5932.280273
	Iteration 52Q: 3 clusters Score -2.189559e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 154486 members 
Entering Unmasked Estep 
Score: -21895596.000000 Penalty: 5932.280273
	Iteration 53Q: 3 clusters Score -2.18956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 154485 members 
Entering Unmasked Estep 
Score: -21895616.000000 Penalty: 5932.280273
	Iteration 54Q: 3 clusters Score -2.189562e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 154475 members 
Entering Unmasked Estep 
Score: -21895616.000000 Penalty: 5932.280273
	Iteration 55Q: 3 clusters Score -2.189562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 154470 members 
Entering Unmasked Estep 
Score: -21895626.000000 Penalty: 5932.280273
	Iteration 56Q: 3 clusters Score -2.189563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 154461 members 
Entering Unmasked Estep 
Score: -21895650.000000 Penalty: 5932.280273
	Iteration 57Q: 3 clusters Score -2.189565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 154459 members 
Entering Unmasked Estep 
Score: -21895652.000000 Penalty: 5932.280273
	Iteration 58Q: 3 clusters Score -2.189565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 154460 members 
Entering Unmasked Estep 
Score: -21895638.000000 Penalty: 5932.280273
	Iteration 59Q: 3 clusters Score -2.189564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 154458 members 
Entering Unmasked Estep 
Score: -21895638.000000 Penalty: 5932.280273
	Iteration 60F: 3 clusters Score -2.189564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 154458 members 
Entering Unmasked Estep 
Score: -21895634.000000 Penalty: 5932.280273
	Iteration 61Q: 3 clusters Score -2.189563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 154460 members 
Entering Unmasked Estep 
Score: -21895632.000000 Penalty: 5932.280273
	Iteration 62Q: 3 clusters Score -2.189563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 154461 members 
Entering Unmasked Estep 
Score: -21895640.000000 Penalty: 5932.280273
	Iteration 63Q: 3 clusters Score -2.189564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 154462 members 
Entering Unmasked Estep 
Score: -21895632.000000 Penalty: 5932.280273
	Iteration 64Q: 3 clusters Score -2.189563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 154462 members 
Entering Unmasked Estep 
Score: -21895636.000000 Penalty: 5932.280273
	Iteration 65Q: 3 clusters Score -2.189564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 154464 members 
Entering Unmasked Estep 
Score: -21895622.000000 Penalty: 5932.280273
	Iteration 66Q: 3 clusters Score -2.189562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 154462 members 
Entering Unmasked Estep 
Score: -21895634.000000 Penalty: 5932.280273
	Iteration 67Q: 3 clusters Score -2.189563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 154462 members 
Entering Unmasked Estep 
Score: -21895608.000000 Penalty: 5932.280273
	Iteration 68Q: 3 clusters Score -2.189561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 154465 members 
Entering Unmasked Estep 
Score: -21895636.000000 Penalty: 5932.280273
	Iteration 69Q: 3 clusters Score -2.189564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 154465 members 
Entering Unmasked Estep 
Score: -21895650.000000 Penalty: 5932.280273
	Iteration 70Q: 3 clusters Score -2.189565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 154467 members 
Entering Unmasked Estep 
Score: -21895632.000000 Penalty: 5932.280273
	Iteration 71Q: 3 clusters Score -2.189563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 154468 members 
Entering Unmasked Estep 
Score: -21895624.000000 Penalty: 5932.280273
	Iteration 72Q: 3 clusters Score -2.189562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 154471 members 
Entering Unmasked Estep 
Score: -21895624.000000 Penalty: 5932.280273
	Iteration 73Q: 3 clusters Score -2.189562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 154472 members 
Entering Unmasked Estep 
Score: -21895622.000000 Penalty: 5932.280273
	Iteration 74Q: 3 clusters Score -2.189562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 154475 members 
Entering Unmasked Estep 
Score: -21895620.000000 Penalty: 5932.280273
	Iteration 75Q: 3 clusters Score -2.189562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 154475 members 
Entering Unmasked Estep 
Score: -21895638.000000 Penalty: 5932.280273
	Iteration 76Q: 3 clusters Score -2.189564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 154476 members 
Entering Unmasked Estep 
Score: -21895628.000000 Penalty: 5932.280273
	Iteration 77Q: 3 clusters Score -2.189563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 154480 members 
Entering Unmasked Estep 
Score: -21895628.000000 Penalty: 5932.280273
	Iteration 78Q: 3 clusters Score -2.189563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 154483 members 
Entering Unmasked Estep 
Score: -21895614.000000 Penalty: 5932.280273
	Iteration 79Q: 3 clusters Score -2.189561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 154486 members 
Entering Unmasked Estep 
Score: -21895624.000000 Penalty: 5932.280273
	Iteration 80F: 3 clusters Score -2.189562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 154488 members 
Entering Unmasked Estep 
Score: -21895622.000000 Penalty: 5932.280273
	Iteration 81Q: 3 clusters Score -2.189562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 154485 members 
Entering Unmasked Estep 
Score: -21895612.000000 Penalty: 5932.280273
	Iteration 82Q: 3 clusters Score -2.189561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 154487 members 
Entering Unmasked Estep 
Score: -21895618.000000 Penalty: 5932.280273
	Iteration 83Q: 3 clusters Score -2.189562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 154489 members 
Entering Unmasked Estep 
Score: -21895628.000000 Penalty: 5932.280273
	Iteration 84Q: 3 clusters Score -2.189563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 154490 members 
Entering Unmasked Estep 
Score: -21895624.000000 Penalty: 5932.280273
	Iteration 85Q: 3 clusters Score -2.189562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 154491 members 
Entering Unmasked Estep 
Score: -21895628.000000 Penalty: 5932.280273
	Iteration 86Q: 3 clusters Score -2.189563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 154490 members 
Entering Unmasked Estep 
Score: -21895616.000000 Penalty: 5932.280273
	Iteration 87Q: 3 clusters Score -2.189562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 154488 members 
Entering Unmasked Estep 
Score: -21895626.000000 Penalty: 5932.280273
	Iteration 88Q: 3 clusters Score -2.189563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 154488 members 
Entering Unmasked Estep 
Score: -21895626.000000 Penalty: 5932.280273
	Iteration 89F: 3 clusters Score -2.189563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Entering Unmasked Estep 
Score: -514830.968750 Penalty: 2051.850830
	Iteration 0F: 2 clusters Score -514831 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 1921 members 
Entering Unmasked Estep 
Score: -510993.843750 Penalty: 4103.701660
	Iteration 0F: 3 clusters Score -510993.8 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -511823.156250 Penalty: 4103.701660
	Iteration 1F: 3 clusters Score -511823.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -512043.937500 Penalty: 4103.701660
	Iteration 2F: 3 clusters Score -512043.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -512222.250000 Penalty: 4103.701660
	Iteration 3F: 3 clusters Score -512222.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -512380.968750 Penalty: 4103.701660
	Iteration 4Q: 3 clusters Score -512381 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -512518.437500 Penalty: 4103.701660
	Iteration 5Q: 3 clusters Score -512518.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -512646.593750 Penalty: 4103.701660
	Iteration 6Q: 3 clusters Score -512646.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -512752.687500 Penalty: 4103.701660
	Iteration 7Q: 3 clusters Score -512752.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -512853.406250 Penalty: 4103.701660
	Iteration 8Q: 3 clusters Score -512853.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -512951.000000 Penalty: 4103.701660
	Iteration 9Q: 3 clusters Score -512951 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -513031.875000 Penalty: 4103.701660
	Iteration 10Q: 3 clusters Score -513031.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -513116.281250 Penalty: 4103.701660
	Iteration 11Q: 3 clusters Score -513116.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -513180.468750 Penalty: 4103.701660
	Iteration 12Q: 3 clusters Score -513180.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -513237.156250 Penalty: 4103.701660
	Iteration 13Q: 3 clusters Score -513237.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -513293.218750 Penalty: 4103.701660
	Iteration 14Q: 3 clusters Score -513293.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -513341.031250 Penalty: 4103.701660
	Iteration 15Q: 3 clusters Score -513341 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -513381.156250 Penalty: 4103.701660
	Iteration 16Q: 3 clusters Score -513381.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -513416.625000 Penalty: 4103.701660
	Iteration 17Q: 3 clusters Score -513416.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -513441.968750 Penalty: 4103.701660
	Iteration 18Q: 3 clusters Score -513442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -513463.531250 Penalty: 4103.701660
	Iteration 19Q: 3 clusters Score -513463.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -513485.781250 Penalty: 4103.701660
	Iteration 20F: 3 clusters Score -513485.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -513506.000000 Penalty: 4103.701660
	Iteration 21Q: 3 clusters Score -513506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -513522.718750 Penalty: 4103.701660
	Iteration 22Q: 3 clusters Score -513522.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -513534.000000 Penalty: 4103.701660
	Iteration 23Q: 3 clusters Score -513534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -513544.031250 Penalty: 4103.701660
	Iteration 24Q: 3 clusters Score -513544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -513552.312500 Penalty: 4103.701660
	Iteration 25Q: 3 clusters Score -513552.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -513556.000000 Penalty: 4103.701660
	Iteration 26Q: 3 clusters Score -513556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -513559.250000 Penalty: 4103.701660
	Iteration 27Q: 3 clusters Score -513559.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -513560.968750 Penalty: 4103.701660
	Iteration 28Q: 3 clusters Score -513561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -513563.531250 Penalty: 4103.701660
	Iteration 29Q: 3 clusters Score -513563.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -513565.156250 Penalty: 4103.701660
	Iteration 30Q: 3 clusters Score -513565.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -513568.312500 Penalty: 4103.701660
	Iteration 31Q: 3 clusters Score -513568.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -513569.875000 Penalty: 4103.701660
	Iteration 32Q: 3 clusters Score -513569.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -513572.093750 Penalty: 4103.701660
	Iteration 33Q: 3 clusters Score -513572.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -513574.468750 Penalty: 4103.701660
	Iteration 34Q: 3 clusters Score -513574.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -513576.625000 Penalty: 4103.701660
	Iteration 35Q: 3 clusters Score -513576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -513577.156250 Penalty: 4103.701660
	Iteration 36Q: 3 clusters Score -513577.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -513581.062500 Penalty: 4103.701660
	Iteration 37Q: 3 clusters Score -513581.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -513581.312500 Penalty: 4103.701660
	Iteration 38Q: 3 clusters Score -513581.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -513582.468750 Penalty: 4103.701660
	Iteration 39Q: 3 clusters Score -513582.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -513582.468750 Penalty: 4103.701660
	Iteration 40F: 3 clusters Score -513582.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Entering Unmasked Estep 
Score: -1061014.875000 Penalty: 2233.553467
	Iteration 0F: 2 clusters Score -1061015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1054558.000000 Penalty: 4467.106934
	Iteration 0F: 3 clusters Score -1054558 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1056420.250000 Penalty: 4467.106934
	Iteration 1F: 3 clusters Score -1056420 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1056777.000000 Penalty: 4467.106934
	Iteration 2F: 3 clusters Score -1056777 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1057068.875000 Penalty: 4467.106934
	Iteration 3F: 3 clusters Score -1057069 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1057356.875000 Penalty: 4467.106934
	Iteration 4F: 3 clusters Score -1057357 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1057682.125000 Penalty: 4467.106934
	Iteration 5F: 3 clusters Score -1057682 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1058021.875000 Penalty: 4467.106934
	Iteration 6F: 3 clusters Score -1058022 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1058327.375000 Penalty: 4467.106934
	Iteration 7F: 3 clusters Score -1058327 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1058595.500000 Penalty: 4467.106934
	Iteration 8Q: 3 clusters Score -1058596 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1058827.000000 Penalty: 4467.106934
	Iteration 9Q: 3 clusters Score -1058827 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1058991.625000 Penalty: 4467.106934
	Iteration 10Q: 3 clusters Score -1058992 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1059109.125000 Penalty: 4467.106934
	Iteration 11Q: 3 clusters Score -1059109 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1059209.250000 Penalty: 4467.106934
	Iteration 12Q: 3 clusters Score -1059209 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1059272.875000 Penalty: 4467.106934
	Iteration 13Q: 3 clusters Score -1059273 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1059320.625000 Penalty: 4467.106934
	Iteration 14Q: 3 clusters Score -1059321 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1059345.875000 Penalty: 4467.106934
	Iteration 15Q: 3 clusters Score -1059346 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1059372.375000 Penalty: 4467.106934
	Iteration 16Q: 3 clusters Score -1059372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1059382.875000 Penalty: 4467.106934
	Iteration 17Q: 3 clusters Score -1059383 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1059393.125000 Penalty: 4467.106934
	Iteration 18Q: 3 clusters Score -1059393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1059404.875000 Penalty: 4467.106934
	Iteration 19Q: 3 clusters Score -1059405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1059411.250000 Penalty: 4467.106934
	Iteration 20F: 3 clusters Score -1059411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1059412.375000 Penalty: 4467.106934
	Iteration 21Q: 3 clusters Score -1059412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1059414.500000 Penalty: 4467.106934
	Iteration 22Q: 3 clusters Score -1059414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1059416.000000 Penalty: 4467.106934
	Iteration 23Q: 3 clusters Score -1059416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1059416.750000 Penalty: 4467.106934
	Iteration 24Q: 3 clusters Score -1059417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1059418.875000 Penalty: 4467.106934
	Iteration 25Q: 3 clusters Score -1059419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1059419.000000 Penalty: 4467.106934
	Iteration 26Q: 3 clusters Score -1059419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1059420.500000 Penalty: 4467.106934
	Iteration 27Q: 3 clusters Score -1059420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1059420.875000 Penalty: 4467.106934
	Iteration 28Q: 3 clusters Score -1059421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1059421.125000 Penalty: 4467.106934
	Iteration 29Q: 3 clusters Score -1059421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1059421.375000 Penalty: 4467.106934
	Iteration 30Q: 3 clusters Score -1059421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1059420.625000 Penalty: 4467.106934
	Iteration 31Q: 3 clusters Score -1059421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1059421.125000 Penalty: 4467.106934
	Iteration 32Q: 3 clusters Score -1059421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1059419.625000 Penalty: 4467.106934
	Iteration 33Q: 3 clusters Score -1059420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1059419.625000 Penalty: 4467.106934
	Iteration 34F: 3 clusters Score -1059420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -16631.861328 Penalty: 1227.292480
	Iteration 0F: 2 clusters Score -16631.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -15645.416992 Penalty: 2454.584961
	Iteration 0F: 3 clusters Score -15645.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -15655.820312 Penalty: 2454.584961
	Iteration 1Q: 3 clusters Score -15655.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -15655.820312 Penalty: 2454.584961
	Iteration 2F: 3 clusters Score -15655.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (288212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288212 members 
Entering Unmasked Estep 
Score: -39501308.000000 Penalty: 3117.719971
	Iteration 0F: 2 clusters Score -3.950131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144263 members 
Mstep: Class 2 contains 143949 members 
Entering Unmasked Estep 
Score: -39327960.000000 Penalty: 6235.439941
	Iteration 0F: 3 clusters Score -3.932796e+07 nChanged 139588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148439 members 
Mstep: Class 2 contains 139773 members 
Entering Unmasked Estep 
Score: -39409972.000000 Penalty: 6235.439941
	Iteration 1F: 3 clusters Score -3.940997e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150753 members 
Mstep: Class 2 contains 137459 members 
Entering Unmasked Estep 
Score: -39411680.000000 Penalty: 6235.439941
	Iteration 2Q: 3 clusters Score -3.941168e+07 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154273 members 
Mstep: Class 2 contains 133939 members 
Entering Unmasked Estep 
Score: -39413428.000000 Penalty: 6235.439941
	Iteration 3Q: 3 clusters Score -3.941343e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159547 members 
Mstep: Class 2 contains 128665 members 
Entering Unmasked Estep 
Score: -39416276.000000 Penalty: 6235.439941
	Iteration 4Q: 3 clusters Score -3.941628e+07 nChanged 11419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167152 members 
Mstep: Class 2 contains 121060 members 
Entering Unmasked Estep 
Score: -39420592.000000 Penalty: 6235.439941
	Iteration 5Q: 3 clusters Score -3.942059e+07 nChanged 13949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177889 members 
Mstep: Class 2 contains 110323 members 
Entering Unmasked Estep 
Score: -39427696.000000 Penalty: 6235.439941
	Iteration 6Q: 3 clusters Score -3.94277e+07 nChanged 16578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191981 members 
Mstep: Class 2 contains 96231 members 
Entering Unmasked Estep 
Score: -39437696.000000 Penalty: 6235.439941
	Iteration 7F: 3 clusters Score -3.94377e+07 nChanged 18384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208459 members 
Mstep: Class 2 contains 79753 members 
Entering Unmasked Estep 
Score: -39451016.000000 Penalty: 6235.439941
	Iteration 8F: 3 clusters Score -3.945102e+07 nChanged 18231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225144 members 
Mstep: Class 2 contains 63068 members 
Entering Unmasked Estep 
Score: -39465492.000000 Penalty: 6235.439941
	Iteration 9F: 3 clusters Score -3.946549e+07 nChanged 15704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239608 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -39475992.000000 Penalty: 6235.439941
	Iteration 10F: 3 clusters Score -3.947599e+07 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249318 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -39481708.000000 Penalty: 6235.439941
	Iteration 11Q: 3 clusters Score -3.948171e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255462 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -39485164.000000 Penalty: 6235.439941
	Iteration 12Q: 3 clusters Score -3.948516e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259902 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -39486760.000000 Penalty: 6235.439941
	Iteration 13Q: 3 clusters Score -3.948676e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263577 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -39487800.000000 Penalty: 6235.439941
	Iteration 14Q: 3 clusters Score -3.94878e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266807 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -39488916.000000 Penalty: 6235.439941
	Iteration 15Q: 3 clusters Score -3.948892e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269676 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -39489796.000000 Penalty: 6235.439941
	Iteration 16Q: 3 clusters Score -3.94898e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272218 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -39490544.000000 Penalty: 6235.439941
	Iteration 17Q: 3 clusters Score -3.949054e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274485 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -39491208.000000 Penalty: 6235.439941
	Iteration 18Q: 3 clusters Score -3.949121e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276494 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -39491832.000000 Penalty: 6235.439941
	Iteration 19Q: 3 clusters Score -3.949183e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278336 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -39492648.000000 Penalty: 6235.439941
	Iteration 20F: 3 clusters Score -3.949265e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279920 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -39493492.000000 Penalty: 6235.439941
	Iteration 21Q: 3 clusters Score -3.949349e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281252 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -39494428.000000 Penalty: 6235.439941
	Iteration 22Q: 3 clusters Score -3.949443e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282333 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -39495060.000000 Penalty: 6235.439941
	Iteration 23Q: 3 clusters Score -3.949506e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283268 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -39495712.000000 Penalty: 6235.439941
	Iteration 24Q: 3 clusters Score -3.949571e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284053 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -39496260.000000 Penalty: 6235.439941
	Iteration 25Q: 3 clusters Score -3.949626e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284744 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -39496640.000000 Penalty: 6235.439941
	Iteration 26Q: 3 clusters Score -3.949664e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285314 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -39496904.000000 Penalty: 6235.439941
	Iteration 27Q: 3 clusters Score -3.94969e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285762 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -39497208.000000 Penalty: 6235.439941
	Iteration 28Q: 3 clusters Score -3.949721e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286130 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -39497352.000000 Penalty: 6235.439941
	Iteration 29Q: 3 clusters Score -3.949735e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286461 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -39497456.000000 Penalty: 6235.439941
	Iteration 30Q: 3 clusters Score -3.949746e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286691 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -39497708.000000 Penalty: 6235.439941
	Iteration 31Q: 3 clusters Score -3.949771e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286881 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -39497872.000000 Penalty: 6235.439941
	Iteration 32Q: 3 clusters Score -3.949787e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287008 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -39498024.000000 Penalty: 6235.439941
	Iteration 33Q: 3 clusters Score -3.949802e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287122 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -39498176.000000 Penalty: 6235.439941
	Iteration 34Q: 3 clusters Score -3.949818e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287214 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -39498304.000000 Penalty: 6235.439941
	Iteration 35Q: 3 clusters Score -3.94983e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287291 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -39498336.000000 Penalty: 6235.439941
	Iteration 36Q: 3 clusters Score -3.949834e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287349 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -39498360.000000 Penalty: 6235.439941
	Iteration 37Q: 3 clusters Score -3.949836e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287377 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -39498372.000000 Penalty: 6235.439941
	Iteration 38Q: 3 clusters Score -3.949837e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287399 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -39498368.000000 Penalty: 6235.439941
	Iteration 39Q: 3 clusters Score -3.949837e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287416 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -39498404.000000 Penalty: 6235.439941
	Iteration 40F: 3 clusters Score -3.94984e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287430 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -39498412.000000 Penalty: 6235.439941
	Iteration 41Q: 3 clusters Score -3.949841e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287448 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -39498424.000000 Penalty: 6235.439941
	Iteration 42Q: 3 clusters Score -3.949842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287456 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -39498432.000000 Penalty: 6235.439941
	Iteration 43Q: 3 clusters Score -3.949843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287465 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -39498432.000000 Penalty: 6235.439941
	Iteration 44Q: 3 clusters Score -3.949843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287476 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -39498428.000000 Penalty: 6235.439941
	Iteration 45Q: 3 clusters Score -3.949843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287485 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -39498432.000000 Penalty: 6235.439941
	Iteration 46Q: 3 clusters Score -3.949843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287488 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -39498444.000000 Penalty: 6235.439941
	Iteration 47Q: 3 clusters Score -3.949844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287492 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -39498436.000000 Penalty: 6235.439941
	Iteration 48Q: 3 clusters Score -3.949844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287498 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -39498460.000000 Penalty: 6235.439941
	Iteration 49Q: 3 clusters Score -3.949846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287502 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -39498472.000000 Penalty: 6235.439941
	Iteration 50Q: 3 clusters Score -3.949847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287506 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -39498464.000000 Penalty: 6235.439941
	Iteration 51Q: 3 clusters Score -3.949846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287507 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -39498492.000000 Penalty: 6235.439941
	Iteration 52Q: 3 clusters Score -3.949849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287510 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -39498488.000000 Penalty: 6235.439941
	Iteration 53Q: 3 clusters Score -3.949849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287512 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -39498480.000000 Penalty: 6235.439941
	Iteration 54Q: 3 clusters Score -3.949848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287512 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -39498476.000000 Penalty: 6235.439941
	Iteration 55Q: 3 clusters Score -3.949848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287510 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -39498480.000000 Penalty: 6235.439941
	Iteration 56Q: 3 clusters Score -3.949848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287509 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -39498480.000000 Penalty: 6235.439941
	Iteration 57Q: 3 clusters Score -3.949848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287509 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -39498464.000000 Penalty: 6235.439941
	Iteration 58Q: 3 clusters Score -3.949846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287509 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -39498464.000000 Penalty: 6235.439941
	Iteration 59Q: 3 clusters Score -3.949846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287511 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -39498456.000000 Penalty: 6235.439941
	Iteration 60F: 3 clusters Score -3.949846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287512 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -39498456.000000 Penalty: 6235.439941
	Iteration 61Q: 3 clusters Score -3.949846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287511 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -39498448.000000 Penalty: 6235.439941
	Iteration 62Q: 3 clusters Score -3.949845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287511 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -39498448.000000 Penalty: 6235.439941
	Iteration 63F: 3 clusters Score -3.949845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Entering Unmasked Estep 
Score: -1298568.000000 Penalty: 2274.350342
	Iteration 0F: 2 clusters Score -1298568 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 4839 members 
Entering Unmasked Estep 
Score: -1291103.250000 Penalty: 4548.700684
	Iteration 0F: 3 clusters Score -1291103 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1293218.375000 Penalty: 4548.700684
	Iteration 1F: 3 clusters Score -1293218 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1293569.500000 Penalty: 4548.700684
	Iteration 2F: 3 clusters Score -1293570 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1293885.625000 Penalty: 4548.700684
	Iteration 3F: 3 clusters Score -1293886 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1294153.125000 Penalty: 4548.700684
	Iteration 4Q: 3 clusters Score -1294153 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1294443.375000 Penalty: 4548.700684
	Iteration 5Q: 3 clusters Score -1294443 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1294722.875000 Penalty: 4548.700684
	Iteration 6Q: 3 clusters Score -1294723 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1294976.500000 Penalty: 4548.700684
	Iteration 7Q: 3 clusters Score -1294976 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1295208.000000 Penalty: 4548.700684
	Iteration 8Q: 3 clusters Score -1295208 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1295416.125000 Penalty: 4548.700684
	Iteration 9Q: 3 clusters Score -1295416 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1295573.750000 Penalty: 4548.700684
	Iteration 10Q: 3 clusters Score -1295574 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1295695.875000 Penalty: 4548.700684
	Iteration 11Q: 3 clusters Score -1295696 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1295776.625000 Penalty: 4548.700684
	Iteration 12Q: 3 clusters Score -1295777 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1295821.625000 Penalty: 4548.700684
	Iteration 13Q: 3 clusters Score -1295822 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1295862.000000 Penalty: 4548.700684
	Iteration 14Q: 3 clusters Score -1295862 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1295892.125000 Penalty: 4548.700684
	Iteration 15Q: 3 clusters Score -1295892 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1295915.625000 Penalty: 4548.700684
	Iteration 16Q: 3 clusters Score -1295916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1295928.500000 Penalty: 4548.700684
	Iteration 17Q: 3 clusters Score -1295928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1295951.125000 Penalty: 4548.700684
	Iteration 18Q: 3 clusters Score -1295951 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1295960.375000 Penalty: 4548.700684
	Iteration 19Q: 3 clusters Score -1295960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1295972.750000 Penalty: 4548.700684
	Iteration 20F: 3 clusters Score -1295973 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1295985.375000 Penalty: 4548.700684
	Iteration 21Q: 3 clusters Score -1295985 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1295994.625000 Penalty: 4548.700684
	Iteration 22Q: 3 clusters Score -1295995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1296001.625000 Penalty: 4548.700684
	Iteration 23Q: 3 clusters Score -1296002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1296006.625000 Penalty: 4548.700684
	Iteration 24Q: 3 clusters Score -1296007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1296011.750000 Penalty: 4548.700684
	Iteration 25Q: 3 clusters Score -1296012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1296013.250000 Penalty: 4548.700684
	Iteration 26Q: 3 clusters Score -1296013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1296011.625000 Penalty: 4548.700684
	Iteration 27Q: 3 clusters Score -1296012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1296016.750000 Penalty: 4548.700684
	Iteration 28Q: 3 clusters Score -1296017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1296022.875000 Penalty: 4548.700684
	Iteration 29Q: 3 clusters Score -1296023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1296018.375000 Penalty: 4548.700684
	Iteration 30Q: 3 clusters Score -1296018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1296019.125000 Penalty: 4548.700684
	Iteration 31Q: 3 clusters Score -1296019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1296019.625000 Penalty: 4548.700684
	Iteration 32Q: 3 clusters Score -1296020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1296017.750000 Penalty: 4548.700684
	Iteration 33Q: 3 clusters Score -1296018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1296019.375000 Penalty: 4548.700684
	Iteration 34Q: 3 clusters Score -1296019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1296019.375000 Penalty: 4548.700684
	Iteration 35F: 3 clusters Score -1296019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (70382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70382 members 
Entering Unmasked Estep 
Score: -9846388.000000 Penalty: 2768.099854
	Iteration 0F: 2 clusters Score -9846388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -9799124.000000 Penalty: 5536.199707
	Iteration 0F: 3 clusters Score -9799124 nChanged 32941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -9817536.000000 Penalty: 5536.199707
	Iteration 1F: 3 clusters Score -9817536 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -9818118.000000 Penalty: 5536.199707
	Iteration 2Q: 3 clusters Score -9818118 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -9818781.000000 Penalty: 5536.199707
	Iteration 3Q: 3 clusters Score -9818781 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -9819512.000000 Penalty: 5536.199707
	Iteration 4Q: 3 clusters Score -9819512 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -9820295.000000 Penalty: 5536.199707
	Iteration 5Q: 3 clusters Score -9820295 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -9821249.000000 Penalty: 5536.199707
	Iteration 6Q: 3 clusters Score -9821249 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -9822449.000000 Penalty: 5536.199707
	Iteration 7Q: 3 clusters Score -9822449 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -9824054.000000 Penalty: 5536.199707
	Iteration 8Q: 3 clusters Score -9824054 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -9826142.000000 Penalty: 5536.199707
	Iteration 9F: 3 clusters Score -9826142 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -9828604.000000 Penalty: 5536.199707
	Iteration 10F: 3 clusters Score -9828604 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -9831272.000000 Penalty: 5536.199707
	Iteration 11F: 3 clusters Score -9831272 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -9833519.000000 Penalty: 5536.199707
	Iteration 12Q: 3 clusters Score -9833519 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -9835338.000000 Penalty: 5536.199707
	Iteration 13Q: 3 clusters Score -9835338 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -9836401.000000 Penalty: 5536.199707
	Iteration 14Q: 3 clusters Score -9836401 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -9837194.000000 Penalty: 5536.199707
	Iteration 15Q: 3 clusters Score -9837194 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -9837985.000000 Penalty: 5536.199707
	Iteration 16Q: 3 clusters Score -9837985 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -9838658.000000 Penalty: 5536.199707
	Iteration 17Q: 3 clusters Score -9838658 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -9839331.000000 Penalty: 5536.199707
	Iteration 18Q: 3 clusters Score -9839331 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -9840001.000000 Penalty: 5536.199707
	Iteration 19Q: 3 clusters Score -9840001 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -9840713.000000 Penalty: 5536.199707
	Iteration 20F: 3 clusters Score -9840713 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60804 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -9841487.000000 Penalty: 5536.199707
	Iteration 21Q: 3 clusters Score -9841487 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -9842082.000000 Penalty: 5536.199707
	Iteration 22Q: 3 clusters Score -9842082 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -9842660.000000 Penalty: 5536.199707
	Iteration 23Q: 3 clusters Score -9842660 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63423 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -9843028.000000 Penalty: 5536.199707
	Iteration 24Q: 3 clusters Score -9843028 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -9843320.000000 Penalty: 5536.199707
	Iteration 25Q: 3 clusters Score -9843320 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -9843511.000000 Penalty: 5536.199707
	Iteration 26Q: 3 clusters Score -9843511 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -9843693.000000 Penalty: 5536.199707
	Iteration 27Q: 3 clusters Score -9843693 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -9843788.000000 Penalty: 5536.199707
	Iteration 28Q: 3 clusters Score -9843788 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65444 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -9843915.000000 Penalty: 5536.199707
	Iteration 29Q: 3 clusters Score -9843915 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -9843968.000000 Penalty: 5536.199707
	Iteration 30Q: 3 clusters Score -9843968 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -9844017.000000 Penalty: 5536.199707
	Iteration 31Q: 3 clusters Score -9844017 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66100 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -9844091.000000 Penalty: 5536.199707
	Iteration 32Q: 3 clusters Score -9844091 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66285 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -9844155.000000 Penalty: 5536.199707
	Iteration 33Q: 3 clusters Score -9844155 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66451 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -9844199.000000 Penalty: 5536.199707
	Iteration 34Q: 3 clusters Score -9844199 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66578 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -9844223.000000 Penalty: 5536.199707
	Iteration 35Q: 3 clusters Score -9844223 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66676 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -9844270.000000 Penalty: 5536.199707
	Iteration 36Q: 3 clusters Score -9844270 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -9844272.000000 Penalty: 5536.199707
	Iteration 37Q: 3 clusters Score -9844272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66825 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -9844286.000000 Penalty: 5536.199707
	Iteration 38Q: 3 clusters Score -9844286 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66881 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -9844292.000000 Penalty: 5536.199707
	Iteration 39Q: 3 clusters Score -9844292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66922 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -9844274.000000 Penalty: 5536.199707
	Iteration 40F: 3 clusters Score -9844274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -9844270.000000 Penalty: 5536.199707
	Iteration 41Q: 3 clusters Score -9844270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -9844287.000000 Penalty: 5536.199707
	Iteration 42Q: 3 clusters Score -9844287 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67026 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -9844286.000000 Penalty: 5536.199707
	Iteration 43Q: 3 clusters Score -9844286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67061 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -9844284.000000 Penalty: 5536.199707
	Iteration 44Q: 3 clusters Score -9844284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -9844298.000000 Penalty: 5536.199707
	Iteration 45Q: 3 clusters Score -9844298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -9844310.000000 Penalty: 5536.199707
	Iteration 46Q: 3 clusters Score -9844310 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67167 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -9844324.000000 Penalty: 5536.199707
	Iteration 47Q: 3 clusters Score -9844324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67200 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -9844336.000000 Penalty: 5536.199707
	Iteration 48Q: 3 clusters Score -9844336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67233 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -9844333.000000 Penalty: 5536.199707
	Iteration 49Q: 3 clusters Score -9844333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -9844348.000000 Penalty: 5536.199707
	Iteration 50Q: 3 clusters Score -9844348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67285 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -9844370.000000 Penalty: 5536.199707
	Iteration 51Q: 3 clusters Score -9844370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67309 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -9844382.000000 Penalty: 5536.199707
	Iteration 52Q: 3 clusters Score -9844382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67340 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -9844373.000000 Penalty: 5536.199707
	Iteration 53Q: 3 clusters Score -9844373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -9844373.000000 Penalty: 5536.199707
	Iteration 54Q: 3 clusters Score -9844373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -9844360.000000 Penalty: 5536.199707
	Iteration 55Q: 3 clusters Score -9844360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -9844380.000000 Penalty: 5536.199707
	Iteration 56Q: 3 clusters Score -9844380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67402 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -9844385.000000 Penalty: 5536.199707
	Iteration 57Q: 3 clusters Score -9844385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67421 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -9844380.000000 Penalty: 5536.199707
	Iteration 58Q: 3 clusters Score -9844380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67439 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -9844379.000000 Penalty: 5536.199707
	Iteration 59Q: 3 clusters Score -9844379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67463 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -9844384.000000 Penalty: 5536.199707
	Iteration 60F: 3 clusters Score -9844384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -9844391.000000 Penalty: 5536.199707
	Iteration 61Q: 3 clusters Score -9844391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -9844381.000000 Penalty: 5536.199707
	Iteration 62Q: 3 clusters Score -9844381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67518 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -9844396.000000 Penalty: 5536.199707
	Iteration 63Q: 3 clusters Score -9844396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67535 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -9844406.000000 Penalty: 5536.199707
	Iteration 64Q: 3 clusters Score -9844406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67557 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -9844424.000000 Penalty: 5536.199707
	Iteration 65Q: 3 clusters Score -9844424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67579 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -9844431.000000 Penalty: 5536.199707
	Iteration 66Q: 3 clusters Score -9844431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67598 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -9844433.000000 Penalty: 5536.199707
	Iteration 67Q: 3 clusters Score -9844433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67611 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -9844427.000000 Penalty: 5536.199707
	Iteration 68Q: 3 clusters Score -9844427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -9844430.000000 Penalty: 5536.199707
	Iteration 69Q: 3 clusters Score -9844430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67628 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -9844432.000000 Penalty: 5536.199707
	Iteration 70Q: 3 clusters Score -9844432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67638 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -9844442.000000 Penalty: 5536.199707
	Iteration 71Q: 3 clusters Score -9844442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67647 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -9844443.000000 Penalty: 5536.199707
	Iteration 72Q: 3 clusters Score -9844443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -9844444.000000 Penalty: 5536.199707
	Iteration 73Q: 3 clusters Score -9844444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67665 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -9844449.000000 Penalty: 5536.199707
	Iteration 74Q: 3 clusters Score -9844449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67675 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -9844444.000000 Penalty: 5536.199707
	Iteration 75Q: 3 clusters Score -9844444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67682 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -9844450.000000 Penalty: 5536.199707
	Iteration 76Q: 3 clusters Score -9844450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67690 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -9844453.000000 Penalty: 5536.199707
	Iteration 77Q: 3 clusters Score -9844453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67694 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -9844453.000000 Penalty: 5536.199707
	Iteration 78Q: 3 clusters Score -9844453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67697 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -9844447.000000 Penalty: 5536.199707
	Iteration 79Q: 3 clusters Score -9844447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -9844453.000000 Penalty: 5536.199707
	Iteration 80F: 3 clusters Score -9844453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67705 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -9844452.000000 Penalty: 5536.199707
	Iteration 81Q: 3 clusters Score -9844452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67707 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -9844457.000000 Penalty: 5536.199707
	Iteration 82Q: 3 clusters Score -9844457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67714 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -9844451.000000 Penalty: 5536.199707
	Iteration 83Q: 3 clusters Score -9844451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67721 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -9844454.000000 Penalty: 5536.199707
	Iteration 84Q: 3 clusters Score -9844454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67722 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -9844453.000000 Penalty: 5536.199707
	Iteration 85Q: 3 clusters Score -9844453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -9844454.000000 Penalty: 5536.199707
	Iteration 86Q: 3 clusters Score -9844454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -9844454.000000 Penalty: 5536.199707
	Iteration 87F: 3 clusters Score -9844454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (235256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235256 members 
Entering Unmasked Estep 
Score: -32752156.000000 Penalty: 3067.370361
	Iteration 0F: 2 clusters Score -3.275216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117687 members 
Mstep: Class 2 contains 117569 members 
Entering Unmasked Estep 
Score: -32614054.000000 Penalty: 6134.740723
	Iteration 0F: 3 clusters Score -3.261405e+07 nChanged 113884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117835 members 
Mstep: Class 2 contains 117421 members 
Entering Unmasked Estep 
Score: -32681262.000000 Penalty: 6134.740723
	Iteration 1F: 3 clusters Score -3.268126e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117697 members 
Mstep: Class 2 contains 117559 members 
Entering Unmasked Estep 
Score: -32682866.000000 Penalty: 6134.740723
	Iteration 2Q: 3 clusters Score -3.268287e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117559 members 
Mstep: Class 2 contains 117697 members 
Entering Unmasked Estep 
Score: -32685332.000000 Penalty: 6134.740723
	Iteration 3Q: 3 clusters Score -3.268533e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117208 members 
Mstep: Class 2 contains 118048 members 
Entering Unmasked Estep 
Score: -32688502.000000 Penalty: 6134.740723
	Iteration 4Q: 3 clusters Score -3.26885e+07 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116372 members 
Mstep: Class 2 contains 118884 members 
Entering Unmasked Estep 
Score: -32692756.000000 Penalty: 6134.740723
	Iteration 5Q: 3 clusters Score -3.269276e+07 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114897 members 
Mstep: Class 2 contains 120359 members 
Entering Unmasked Estep 
Score: -32699024.000000 Penalty: 6134.740723
	Iteration 6F: 3 clusters Score -3.269902e+07 nChanged 13842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112721 members 
Mstep: Class 2 contains 122535 members 
Entering Unmasked Estep 
Score: -32707584.000000 Penalty: 6134.740723
	Iteration 7F: 3 clusters Score -3.270758e+07 nChanged 14947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110098 members 
Mstep: Class 2 contains 125158 members 
Entering Unmasked Estep 
Score: -32718104.000000 Penalty: 6134.740723
	Iteration 8F: 3 clusters Score -3.27181e+07 nChanged 14364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107744 members 
Mstep: Class 2 contains 127512 members 
Entering Unmasked Estep 
Score: -32727538.000000 Penalty: 6134.740723
	Iteration 9F: 3 clusters Score -3.272754e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105903 members 
Mstep: Class 2 contains 129353 members 
Entering Unmasked Estep 
Score: -32732666.000000 Penalty: 6134.740723
	Iteration 10Q: 3 clusters Score -3.273267e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104299 members 
Mstep: Class 2 contains 130957 members 
Entering Unmasked Estep 
Score: -32734580.000000 Penalty: 6134.740723
	Iteration 11Q: 3 clusters Score -3.273458e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102678 members 
Mstep: Class 2 contains 132578 members 
Entering Unmasked Estep 
Score: -32735472.000000 Penalty: 6134.740723
	Iteration 12Q: 3 clusters Score -3.273547e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100950 members 
Mstep: Class 2 contains 134306 members 
Entering Unmasked Estep 
Score: -32735696.000000 Penalty: 6134.740723
	Iteration 13Q: 3 clusters Score -3.27357e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99234 members 
Mstep: Class 2 contains 136022 members 
Entering Unmasked Estep 
Score: -32736068.000000 Penalty: 6134.740723
	Iteration 14Q: 3 clusters Score -3.273607e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97485 members 
Mstep: Class 2 contains 137771 members 
Entering Unmasked Estep 
Score: -32736470.000000 Penalty: 6134.740723
	Iteration 15Q: 3 clusters Score -3.273647e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95848 members 
Mstep: Class 2 contains 139408 members 
Entering Unmasked Estep 
Score: -32736504.000000 Penalty: 6134.740723
	Iteration 16Q: 3 clusters Score -3.27365e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94320 members 
Mstep: Class 2 contains 140936 members 
Entering Unmasked Estep 
Score: -32736598.000000 Penalty: 6134.740723
	Iteration 17Q: 3 clusters Score -3.27366e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92879 members 
Mstep: Class 2 contains 142377 members 
Entering Unmasked Estep 
Score: -32736728.000000 Penalty: 6134.740723
	Iteration 18Q: 3 clusters Score -3.273673e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91495 members 
Mstep: Class 2 contains 143761 members 
Entering Unmasked Estep 
Score: -32736688.000000 Penalty: 6134.740723
	Iteration 19Q: 3 clusters Score -3.273669e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90176 members 
Mstep: Class 2 contains 145080 members 
Entering Unmasked Estep 
Score: -32736734.000000 Penalty: 6134.740723
	Iteration 20F: 3 clusters Score -3.273673e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89013 members 
Mstep: Class 2 contains 146243 members 
Entering Unmasked Estep 
Score: -32736692.000000 Penalty: 6134.740723
	Iteration 21Q: 3 clusters Score -3.273669e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87910 members 
Mstep: Class 2 contains 147346 members 
Entering Unmasked Estep 
Score: -32736670.000000 Penalty: 6134.740723
	Iteration 22Q: 3 clusters Score -3.273667e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86903 members 
Mstep: Class 2 contains 148353 members 
Entering Unmasked Estep 
Score: -32736564.000000 Penalty: 6134.740723
	Iteration 23Q: 3 clusters Score -3.273656e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85951 members 
Mstep: Class 2 contains 149305 members 
Entering Unmasked Estep 
Score: -32736576.000000 Penalty: 6134.740723
	Iteration 24Q: 3 clusters Score -3.273658e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 150128 members 
Entering Unmasked Estep 
Score: -32736680.000000 Penalty: 6134.740723
	Iteration 25Q: 3 clusters Score -3.273668e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84329 members 
Mstep: Class 2 contains 150927 members 
Entering Unmasked Estep 
Score: -32736620.000000 Penalty: 6134.740723
	Iteration 26Q: 3 clusters Score -3.273662e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83570 members 
Mstep: Class 2 contains 151686 members 
Entering Unmasked Estep 
Score: -32736682.000000 Penalty: 6134.740723
	Iteration 27Q: 3 clusters Score -3.273668e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82883 members 
Mstep: Class 2 contains 152373 members 
Entering Unmasked Estep 
Score: -32736618.000000 Penalty: 6134.740723
	Iteration 28Q: 3 clusters Score -3.273662e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 152959 members 
Entering Unmasked Estep 
Score: -32736500.000000 Penalty: 6134.740723
	Iteration 29Q: 3 clusters Score -3.27365e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81715 members 
Mstep: Class 2 contains 153541 members 
Entering Unmasked Estep 
Score: -32736518.000000 Penalty: 6134.740723
	Iteration 30Q: 3 clusters Score -3.273652e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81203 members 
Mstep: Class 2 contains 154053 members 
Entering Unmasked Estep 
Score: -32736490.000000 Penalty: 6134.740723
	Iteration 31Q: 3 clusters Score -3.273649e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80719 members 
Mstep: Class 2 contains 154537 members 
Entering Unmasked Estep 
Score: -32736470.000000 Penalty: 6134.740723
	Iteration 32Q: 3 clusters Score -3.273647e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80227 members 
Mstep: Class 2 contains 155029 members 
Entering Unmasked Estep 
Score: -32736416.000000 Penalty: 6134.740723
	Iteration 33Q: 3 clusters Score -3.273642e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79770 members 
Mstep: Class 2 contains 155486 members 
Entering Unmasked Estep 
Score: -32736254.000000 Penalty: 6134.740723
	Iteration 34Q: 3 clusters Score -3.273625e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79308 members 
Mstep: Class 2 contains 155948 members 
Entering Unmasked Estep 
Score: -32736200.000000 Penalty: 6134.740723
	Iteration 35Q: 3 clusters Score -3.27362e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 156388 members 
Entering Unmasked Estep 
Score: -32736154.000000 Penalty: 6134.740723
	Iteration 36Q: 3 clusters Score -3.273615e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78480 members 
Mstep: Class 2 contains 156776 members 
Entering Unmasked Estep 
Score: -32736108.000000 Penalty: 6134.740723
	Iteration 37Q: 3 clusters Score -3.273611e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78105 members 
Mstep: Class 2 contains 157151 members 
Entering Unmasked Estep 
Score: -32736068.000000 Penalty: 6134.740723
	Iteration 38Q: 3 clusters Score -3.273607e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77715 members 
Mstep: Class 2 contains 157541 members 
Entering Unmasked Estep 
Score: -32736054.000000 Penalty: 6134.740723
	Iteration 39Q: 3 clusters Score -3.273605e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 157927 members 
Entering Unmasked Estep 
Score: -32735920.000000 Penalty: 6134.740723
	Iteration 40F: 3 clusters Score -3.273592e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76956 members 
Mstep: Class 2 contains 158300 members 
Entering Unmasked Estep 
Score: -32735802.000000 Penalty: 6134.740723
	Iteration 41Q: 3 clusters Score -3.27358e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76630 members 
Mstep: Class 2 contains 158626 members 
Entering Unmasked Estep 
Score: -32735770.000000 Penalty: 6134.740723
	Iteration 42Q: 3 clusters Score -3.273577e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76323 members 
Mstep: Class 2 contains 158933 members 
Entering Unmasked Estep 
Score: -32735680.000000 Penalty: 6134.740723
	Iteration 43Q: 3 clusters Score -3.273568e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76059 members 
Mstep: Class 2 contains 159197 members 
Entering Unmasked Estep 
Score: -32735586.000000 Penalty: 6134.740723
	Iteration 44Q: 3 clusters Score -3.273559e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 159400 members 
Entering Unmasked Estep 
Score: -32735604.000000 Penalty: 6134.740723
	Iteration 45Q: 3 clusters Score -3.27356e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75620 members 
Mstep: Class 2 contains 159636 members 
Entering Unmasked Estep 
Score: -32735544.000000 Penalty: 6134.740723
	Iteration 46Q: 3 clusters Score -3.273554e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75405 members 
Mstep: Class 2 contains 159851 members 
Entering Unmasked Estep 
Score: -32735472.000000 Penalty: 6134.740723
	Iteration 47Q: 3 clusters Score -3.273547e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 160058 members 
Entering Unmasked Estep 
Score: -32735404.000000 Penalty: 6134.740723
	Iteration 48Q: 3 clusters Score -3.27354e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75008 members 
Mstep: Class 2 contains 160248 members 
Entering Unmasked Estep 
Score: -32735332.000000 Penalty: 6134.740723
	Iteration 49Q: 3 clusters Score -3.273533e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74815 members 
Mstep: Class 2 contains 160441 members 
Entering Unmasked Estep 
Score: -32735274.000000 Penalty: 6134.740723
	Iteration 50Q: 3 clusters Score -3.273527e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74611 members 
Mstep: Class 2 contains 160645 members 
Entering Unmasked Estep 
Score: -32735244.000000 Penalty: 6134.740723
	Iteration 51Q: 3 clusters Score -3.273524e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74428 members 
Mstep: Class 2 contains 160828 members 
Entering Unmasked Estep 
Score: -32735152.000000 Penalty: 6134.740723
	Iteration 52Q: 3 clusters Score -3.273515e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 161026 members 
Entering Unmasked Estep 
Score: -32735096.000000 Penalty: 6134.740723
	Iteration 53Q: 3 clusters Score -3.27351e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74021 members 
Mstep: Class 2 contains 161235 members 
Entering Unmasked Estep 
Score: -32735082.000000 Penalty: 6134.740723
	Iteration 54Q: 3 clusters Score -3.273508e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73865 members 
Mstep: Class 2 contains 161391 members 
Entering Unmasked Estep 
Score: -32734990.000000 Penalty: 6134.740723
	Iteration 55Q: 3 clusters Score -3.273499e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73734 members 
Mstep: Class 2 contains 161522 members 
Entering Unmasked Estep 
Score: -32734938.000000 Penalty: 6134.740723
	Iteration 56Q: 3 clusters Score -3.273494e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Mstep: Class 2 contains 161634 members 
Entering Unmasked Estep 
Score: -32734906.000000 Penalty: 6134.740723
	Iteration 57Q: 3 clusters Score -3.273491e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73475 members 
Mstep: Class 2 contains 161781 members 
Entering Unmasked Estep 
Score: -32734840.000000 Penalty: 6134.740723
	Iteration 58Q: 3 clusters Score -3.273484e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 161913 members 
Entering Unmasked Estep 
Score: -32734890.000000 Penalty: 6134.740723
	Iteration 59Q: 3 clusters Score -3.273489e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73220 members 
Mstep: Class 2 contains 162036 members 
Entering Unmasked Estep 
Score: -32734858.000000 Penalty: 6134.740723
	Iteration 60F: 3 clusters Score -3.273486e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73121 members 
Mstep: Class 2 contains 162135 members 
Entering Unmasked Estep 
Score: -32734868.000000 Penalty: 6134.740723
	Iteration 61Q: 3 clusters Score -3.273487e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73022 members 
Mstep: Class 2 contains 162234 members 
Entering Unmasked Estep 
Score: -32734880.000000 Penalty: 6134.740723
	Iteration 62Q: 3 clusters Score -3.273488e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 162330 members 
Entering Unmasked Estep 
Score: -32734794.000000 Penalty: 6134.740723
	Iteration 63Q: 3 clusters Score -3.273479e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72841 members 
Mstep: Class 2 contains 162415 members 
Entering Unmasked Estep 
Score: -32734796.000000 Penalty: 6134.740723
	Iteration 64Q: 3 clusters Score -3.27348e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72759 members 
Mstep: Class 2 contains 162497 members 
Entering Unmasked Estep 
Score: -32734718.000000 Penalty: 6134.740723
	Iteration 65Q: 3 clusters Score -3.273472e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 162548 members 
Entering Unmasked Estep 
Score: -32734738.000000 Penalty: 6134.740723
	Iteration 66Q: 3 clusters Score -3.273474e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 162585 members 
Entering Unmasked Estep 
Score: -32734710.000000 Penalty: 6134.740723
	Iteration 67Q: 3 clusters Score -3.273471e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72661 members 
Mstep: Class 2 contains 162595 members 
Entering Unmasked Estep 
Score: -32734688.000000 Penalty: 6134.740723
	Iteration 68Q: 3 clusters Score -3.273469e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72647 members 
Mstep: Class 2 contains 162609 members 
Entering Unmasked Estep 
Score: -32734658.000000 Penalty: 6134.740723
	Iteration 69Q: 3 clusters Score -3.273466e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72638 members 
Mstep: Class 2 contains 162618 members 
Entering Unmasked Estep 
Score: -32734674.000000 Penalty: 6134.740723
	Iteration 70Q: 3 clusters Score -3.273467e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 162624 members 
Entering Unmasked Estep 
Score: -32734670.000000 Penalty: 6134.740723
	Iteration 71Q: 3 clusters Score -3.273467e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 162594 members 
Entering Unmasked Estep 
Score: -32734606.000000 Penalty: 6134.740723
	Iteration 72Q: 3 clusters Score -3.273461e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72689 members 
Mstep: Class 2 contains 162567 members 
Entering Unmasked Estep 
Score: -32734574.000000 Penalty: 6134.740723
	Iteration 73Q: 3 clusters Score -3.273457e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72731 members 
Mstep: Class 2 contains 162525 members 
Entering Unmasked Estep 
Score: -32734492.000000 Penalty: 6134.740723
	Iteration 74Q: 3 clusters Score -3.273449e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72782 members 
Mstep: Class 2 contains 162474 members 
Entering Unmasked Estep 
Score: -32734492.000000 Penalty: 6134.740723
	Iteration 75Q: 3 clusters Score -3.273449e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 162398 members 
Entering Unmasked Estep 
Score: -32734462.000000 Penalty: 6134.740723
	Iteration 76Q: 3 clusters Score -3.273446e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 162299 members 
Entering Unmasked Estep 
Score: -32734412.000000 Penalty: 6134.740723
	Iteration 77Q: 3 clusters Score -3.273441e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73033 members 
Mstep: Class 2 contains 162223 members 
Entering Unmasked Estep 
Score: -32734352.000000 Penalty: 6134.740723
	Iteration 78Q: 3 clusters Score -3.273435e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73134 members 
Mstep: Class 2 contains 162122 members 
Entering Unmasked Estep 
Score: -32734402.000000 Penalty: 6134.740723
	Iteration 79Q: 3 clusters Score -3.27344e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73229 members 
Mstep: Class 2 contains 162027 members 
Entering Unmasked Estep 
Score: -32734384.000000 Penalty: 6134.740723
	Iteration 80F: 3 clusters Score -3.273438e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73287 members 
Mstep: Class 2 contains 161969 members 
Entering Unmasked Estep 
Score: -32734344.000000 Penalty: 6134.740723
	Iteration 81Q: 3 clusters Score -3.273434e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73334 members 
Mstep: Class 2 contains 161922 members 
Entering Unmasked Estep 
Score: -32734308.000000 Penalty: 6134.740723
	Iteration 82Q: 3 clusters Score -3.273431e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73367 members 
Mstep: Class 2 contains 161889 members 
Entering Unmasked Estep 
Score: -32734296.000000 Penalty: 6134.740723
	Iteration 83Q: 3 clusters Score -3.27343e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73415 members 
Mstep: Class 2 contains 161841 members 
Entering Unmasked Estep 
Score: -32734284.000000 Penalty: 6134.740723
	Iteration 84Q: 3 clusters Score -3.273428e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73450 members 
Mstep: Class 2 contains 161806 members 
Entering Unmasked Estep 
Score: -32734276.000000 Penalty: 6134.740723
	Iteration 85Q: 3 clusters Score -3.273428e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 161777 members 
Entering Unmasked Estep 
Score: -32734264.000000 Penalty: 6134.740723
	Iteration 86Q: 3 clusters Score -3.273426e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73501 members 
Mstep: Class 2 contains 161755 members 
Entering Unmasked Estep 
Score: -32734244.000000 Penalty: 6134.740723
	Iteration 87Q: 3 clusters Score -3.273424e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73531 members 
Mstep: Class 2 contains 161725 members 
Entering Unmasked Estep 
Score: -32734260.000000 Penalty: 6134.740723
	Iteration 88Q: 3 clusters Score -3.273426e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73560 members 
Mstep: Class 2 contains 161696 members 
Entering Unmasked Estep 
Score: -32734276.000000 Penalty: 6134.740723
	Iteration 89Q: 3 clusters Score -3.273428e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73576 members 
Mstep: Class 2 contains 161680 members 
Entering Unmasked Estep 
Score: -32734272.000000 Penalty: 6134.740723
	Iteration 90Q: 3 clusters Score -3.273427e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 161661 members 
Entering Unmasked Estep 
Score: -32734272.000000 Penalty: 6134.740723
	Iteration 91Q: 3 clusters Score -3.273427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73606 members 
Mstep: Class 2 contains 161650 members 
Entering Unmasked Estep 
Score: -32734274.000000 Penalty: 6134.740723
	Iteration 92Q: 3 clusters Score -3.273427e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73616 members 
Mstep: Class 2 contains 161640 members 
Entering Unmasked Estep 
Score: -32734276.000000 Penalty: 6134.740723
	Iteration 93Q: 3 clusters Score -3.273428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73621 members 
Mstep: Class 2 contains 161635 members 
Entering Unmasked Estep 
Score: -32734268.000000 Penalty: 6134.740723
	Iteration 94Q: 3 clusters Score -3.273427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73623 members 
Mstep: Class 2 contains 161633 members 
Entering Unmasked Estep 
Score: -32734294.000000 Penalty: 6134.740723
	Iteration 95Q: 3 clusters Score -3.273429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Mstep: Class 2 contains 161634 members 
Entering Unmasked Estep 
Score: -32734294.000000 Penalty: 6134.740723
	Iteration 96Q: 3 clusters Score -3.273429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73633 members 
Mstep: Class 2 contains 161623 members 
Entering Unmasked Estep 
Score: -32734264.000000 Penalty: 6134.740723
	Iteration 97Q: 3 clusters Score -3.273426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73644 members 
Mstep: Class 2 contains 161612 members 
Entering Unmasked Estep 
Score: -32734276.000000 Penalty: 6134.740723
	Iteration 98Q: 3 clusters Score -3.273428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73650 members 
Mstep: Class 2 contains 161606 members 
Entering Unmasked Estep 
Score: -32734292.000000 Penalty: 6134.740723
	Iteration 99Q: 3 clusters Score -3.273429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73656 members 
Mstep: Class 2 contains 161600 members 
Entering Unmasked Estep 
Score: -32734252.000000 Penalty: 6134.740723
	Iteration 100F: 3 clusters Score -3.273425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73663 members 
Mstep: Class 2 contains 161593 members 
Entering Unmasked Estep 
Score: -32734246.000000 Penalty: 6134.740723
	Iteration 101Q: 3 clusters Score -3.273425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73672 members 
Mstep: Class 2 contains 161584 members 
Entering Unmasked Estep 
Score: -32734256.000000 Penalty: 6134.740723
	Iteration 102Q: 3 clusters Score -3.273426e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73682 members 
Mstep: Class 2 contains 161574 members 
Entering Unmasked Estep 
Score: -32734228.000000 Penalty: 6134.740723
	Iteration 103Q: 3 clusters Score -3.273423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73688 members 
Mstep: Class 2 contains 161568 members 
Entering Unmasked Estep 
Score: -32734228.000000 Penalty: 6134.740723
	Iteration 104Q: 3 clusters Score -3.273423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 161562 members 
Entering Unmasked Estep 
Score: -32734230.000000 Penalty: 6134.740723
	Iteration 105Q: 3 clusters Score -3.273423e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 161547 members 
Entering Unmasked Estep 
Score: -32734234.000000 Penalty: 6134.740723
	Iteration 106Q: 3 clusters Score -3.273423e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73727 members 
Mstep: Class 2 contains 161529 members 
Entering Unmasked Estep 
Score: -32734228.000000 Penalty: 6134.740723
	Iteration 107Q: 3 clusters Score -3.273423e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73738 members 
Mstep: Class 2 contains 161518 members 
Entering Unmasked Estep 
Score: -32734210.000000 Penalty: 6134.740723
	Iteration 108Q: 3 clusters Score -3.273421e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 161503 members 
Entering Unmasked Estep 
Score: -32734218.000000 Penalty: 6134.740723
	Iteration 109Q: 3 clusters Score -3.273422e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 161484 members 
Entering Unmasked Estep 
Score: -32734222.000000 Penalty: 6134.740723
	Iteration 110Q: 3 clusters Score -3.273422e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 161461 members 
Entering Unmasked Estep 
Score: -32734222.000000 Penalty: 6134.740723
	Iteration 111Q: 3 clusters Score -3.273422e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 161443 members 
Entering Unmasked Estep 
Score: -32734224.000000 Penalty: 6134.740723
	Iteration 112Q: 3 clusters Score -3.273422e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73827 members 
Mstep: Class 2 contains 161429 members 
Entering Unmasked Estep 
Score: -32734200.000000 Penalty: 6134.740723
	Iteration 113Q: 3 clusters Score -3.27342e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73851 members 
Mstep: Class 2 contains 161405 members 
Entering Unmasked Estep 
Score: -32734212.000000 Penalty: 6134.740723
	Iteration 114Q: 3 clusters Score -3.273421e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73864 members 
Mstep: Class 2 contains 161392 members 
Entering Unmasked Estep 
Score: -32734220.000000 Penalty: 6134.740723
	Iteration 115Q: 3 clusters Score -3.273422e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73883 members 
Mstep: Class 2 contains 161373 members 
Entering Unmasked Estep 
Score: -32734196.000000 Penalty: 6134.740723
	Iteration 116Q: 3 clusters Score -3.27342e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73911 members 
Mstep: Class 2 contains 161345 members 
Entering Unmasked Estep 
Score: -32734184.000000 Penalty: 6134.740723
	Iteration 117Q: 3 clusters Score -3.273418e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73947 members 
Mstep: Class 2 contains 161309 members 
Entering Unmasked Estep 
Score: -32734170.000000 Penalty: 6134.740723
	Iteration 118Q: 3 clusters Score -3.273417e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73981 members 
Mstep: Class 2 contains 161275 members 
Entering Unmasked Estep 
Score: -32734190.000000 Penalty: 6134.740723
	Iteration 119Q: 3 clusters Score -3.273419e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 161236 members 
Entering Unmasked Estep 
Score: -32734146.000000 Penalty: 6134.740723
	Iteration 120F: 3 clusters Score -3.273415e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74070 members 
Mstep: Class 2 contains 161186 members 
Entering Unmasked Estep 
Score: -32734126.000000 Penalty: 6134.740723
	Iteration 121Q: 3 clusters Score -3.273413e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 161157 members 
Entering Unmasked Estep 
Score: -32734112.000000 Penalty: 6134.740723
	Iteration 122Q: 3 clusters Score -3.273411e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 161109 members 
Entering Unmasked Estep 
Score: -32734118.000000 Penalty: 6134.740723
	Iteration 123Q: 3 clusters Score -3.273412e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74196 members 
Mstep: Class 2 contains 161060 members 
Entering Unmasked Estep 
Score: -32734118.000000 Penalty: 6134.740723
	Iteration 124Q: 3 clusters Score -3.273412e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Mstep: Class 2 contains 160994 members 
Entering Unmasked Estep 
Score: -32734132.000000 Penalty: 6134.740723
	Iteration 125Q: 3 clusters Score -3.273413e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74323 members 
Mstep: Class 2 contains 160933 members 
Entering Unmasked Estep 
Score: -32734148.000000 Penalty: 6134.740723
	Iteration 126Q: 3 clusters Score -3.273415e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 160845 members 
Entering Unmasked Estep 
Score: -32734142.000000 Penalty: 6134.740723
	Iteration 127Q: 3 clusters Score -3.273414e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74499 members 
Mstep: Class 2 contains 160757 members 
Entering Unmasked Estep 
Score: -32734140.000000 Penalty: 6134.740723
	Iteration 128Q: 3 clusters Score -3.273414e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 160667 members 
Entering Unmasked Estep 
Score: -32734160.000000 Penalty: 6134.740723
	Iteration 129Q: 3 clusters Score -3.273416e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 160589 members 
Entering Unmasked Estep 
Score: -32734166.000000 Penalty: 6134.740723
	Iteration 130Q: 3 clusters Score -3.273417e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74749 members 
Mstep: Class 2 contains 160507 members 
Entering Unmasked Estep 
Score: -32734190.000000 Penalty: 6134.740723
	Iteration 131Q: 3 clusters Score -3.273419e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74812 members 
Mstep: Class 2 contains 160444 members 
Entering Unmasked Estep 
Score: -32734212.000000 Penalty: 6134.740723
	Iteration 132Q: 3 clusters Score -3.273421e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 160371 members 
Entering Unmasked Estep 
Score: -32734180.000000 Penalty: 6134.740723
	Iteration 133Q: 3 clusters Score -3.273418e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74966 members 
Mstep: Class 2 contains 160290 members 
Entering Unmasked Estep 
Score: -32734168.000000 Penalty: 6134.740723
	Iteration 134Q: 3 clusters Score -3.273417e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75044 members 
Mstep: Class 2 contains 160212 members 
Entering Unmasked Estep 
Score: -32734178.000000 Penalty: 6134.740723
	Iteration 135Q: 3 clusters Score -3.273418e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75123 members 
Mstep: Class 2 contains 160133 members 
Entering Unmasked Estep 
Score: -32734130.000000 Penalty: 6134.740723
	Iteration 136Q: 3 clusters Score -3.273413e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 160055 members 
Entering Unmasked Estep 
Score: -32734126.000000 Penalty: 6134.740723
	Iteration 137Q: 3 clusters Score -3.273413e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75294 members 
Mstep: Class 2 contains 159962 members 
Entering Unmasked Estep 
Score: -32734124.000000 Penalty: 6134.740723
	Iteration 138Q: 3 clusters Score -3.273412e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75397 members 
Mstep: Class 2 contains 159859 members 
Entering Unmasked Estep 
Score: -32734116.000000 Penalty: 6134.740723
	Iteration 139Q: 3 clusters Score -3.273412e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75502 members 
Mstep: Class 2 contains 159754 members 
Entering Unmasked Estep 
Score: -32734068.000000 Penalty: 6134.740723
	Iteration 140F: 3 clusters Score -3.273407e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 159655 members 
Entering Unmasked Estep 
Score: -32734108.000000 Penalty: 6134.740723
	Iteration 141Q: 3 clusters Score -3.273411e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75700 members 
Mstep: Class 2 contains 159556 members 
Entering Unmasked Estep 
Score: -32734070.000000 Penalty: 6134.740723
	Iteration 142Q: 3 clusters Score -3.273407e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75803 members 
Mstep: Class 2 contains 159453 members 
Entering Unmasked Estep 
Score: -32734078.000000 Penalty: 6134.740723
	Iteration 143Q: 3 clusters Score -3.273408e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75898 members 
Mstep: Class 2 contains 159358 members 
Entering Unmasked Estep 
Score: -32734116.000000 Penalty: 6134.740723
	Iteration 144Q: 3 clusters Score -3.273412e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75995 members 
Mstep: Class 2 contains 159261 members 
Entering Unmasked Estep 
Score: -32734104.000000 Penalty: 6134.740723
	Iteration 145Q: 3 clusters Score -3.27341e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 159149 members 
Entering Unmasked Estep 
Score: -32734046.000000 Penalty: 6134.740723
	Iteration 146Q: 3 clusters Score -3.273405e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76227 members 
Mstep: Class 2 contains 159029 members 
Entering Unmasked Estep 
Score: -32734042.000000 Penalty: 6134.740723
	Iteration 147Q: 3 clusters Score -3.273404e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 158914 members 
Entering Unmasked Estep 
Score: -32734048.000000 Penalty: 6134.740723
	Iteration 148Q: 3 clusters Score -3.273405e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76465 members 
Mstep: Class 2 contains 158791 members 
Entering Unmasked Estep 
Score: -32734062.000000 Penalty: 6134.740723
	Iteration 149Q: 3 clusters Score -3.273406e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 158647 members 
Entering Unmasked Estep 
Score: -32734044.000000 Penalty: 6134.740723
	Iteration 150Q: 3 clusters Score -3.273404e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76749 members 
Mstep: Class 2 contains 158507 members 
Entering Unmasked Estep 
Score: -32734014.000000 Penalty: 6134.740723
	Iteration 151Q: 3 clusters Score -3.273401e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76891 members 
Mstep: Class 2 contains 158365 members 
Entering Unmasked Estep 
Score: -32734022.000000 Penalty: 6134.740723
	Iteration 152Q: 3 clusters Score -3.273402e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 158195 members 
Entering Unmasked Estep 
Score: -32734048.000000 Penalty: 6134.740723
	Iteration 153Q: 3 clusters Score -3.273405e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 158048 members 
Entering Unmasked Estep 
Score: -32734086.000000 Penalty: 6134.740723
	Iteration 154Q: 3 clusters Score -3.273409e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77359 members 
Mstep: Class 2 contains 157897 members 
Entering Unmasked Estep 
Score: -32734040.000000 Penalty: 6134.740723
	Iteration 155Q: 3 clusters Score -3.273404e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77503 members 
Mstep: Class 2 contains 157753 members 
Entering Unmasked Estep 
Score: -32734070.000000 Penalty: 6134.740723
	Iteration 156Q: 3 clusters Score -3.273407e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77667 members 
Mstep: Class 2 contains 157589 members 
Entering Unmasked Estep 
Score: -32734056.000000 Penalty: 6134.740723
	Iteration 157Q: 3 clusters Score -3.273406e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 157463 members 
Entering Unmasked Estep 
Score: -32734036.000000 Penalty: 6134.740723
	Iteration 158Q: 3 clusters Score -3.273404e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 157306 members 
Entering Unmasked Estep 
Score: -32733994.000000 Penalty: 6134.740723
	Iteration 159Q: 3 clusters Score -3.273399e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78105 members 
Mstep: Class 2 contains 157151 members 
Entering Unmasked Estep 
Score: -32733942.000000 Penalty: 6134.740723
	Iteration 160F: 3 clusters Score -3.273394e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78262 members 
Mstep: Class 2 contains 156994 members 
Entering Unmasked Estep 
Score: -32733968.000000 Penalty: 6134.740723
	Iteration 161Q: 3 clusters Score -3.273397e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78412 members 
Mstep: Class 2 contains 156844 members 
Entering Unmasked Estep 
Score: -32733968.000000 Penalty: 6134.740723
	Iteration 162Q: 3 clusters Score -3.273397e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78567 members 
Mstep: Class 2 contains 156689 members 
Entering Unmasked Estep 
Score: -32733956.000000 Penalty: 6134.740723
	Iteration 163Q: 3 clusters Score -3.273396e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78726 members 
Mstep: Class 2 contains 156530 members 
Entering Unmasked Estep 
Score: -32733966.000000 Penalty: 6134.740723
	Iteration 164Q: 3 clusters Score -3.273397e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78910 members 
Mstep: Class 2 contains 156346 members 
Entering Unmasked Estep 
Score: -32734006.000000 Penalty: 6134.740723
	Iteration 165Q: 3 clusters Score -3.273401e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79080 members 
Mstep: Class 2 contains 156176 members 
Entering Unmasked Estep 
Score: -32734010.000000 Penalty: 6134.740723
	Iteration 166Q: 3 clusters Score -3.273401e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79246 members 
Mstep: Class 2 contains 156010 members 
Entering Unmasked Estep 
Score: -32733996.000000 Penalty: 6134.740723
	Iteration 167Q: 3 clusters Score -3.2734e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79425 members 
Mstep: Class 2 contains 155831 members 
Entering Unmasked Estep 
Score: -32733964.000000 Penalty: 6134.740723
	Iteration 168Q: 3 clusters Score -3.273396e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Mstep: Class 2 contains 155637 members 
Entering Unmasked Estep 
Score: -32733966.000000 Penalty: 6134.740723
	Iteration 169Q: 3 clusters Score -3.273397e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79808 members 
Mstep: Class 2 contains 155448 members 
Entering Unmasked Estep 
Score: -32733998.000000 Penalty: 6134.740723
	Iteration 170Q: 3 clusters Score -3.2734e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79986 members 
Mstep: Class 2 contains 155270 members 
Entering Unmasked Estep 
Score: -32733962.000000 Penalty: 6134.740723
	Iteration 171Q: 3 clusters Score -3.273396e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80183 members 
Mstep: Class 2 contains 155073 members 
Entering Unmasked Estep 
Score: -32734014.000000 Penalty: 6134.740723
	Iteration 172Q: 3 clusters Score -3.273401e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80434 members 
Mstep: Class 2 contains 154822 members 
Entering Unmasked Estep 
Score: -32734008.000000 Penalty: 6134.740723
	Iteration 173Q: 3 clusters Score -3.273401e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80685 members 
Mstep: Class 2 contains 154571 members 
Entering Unmasked Estep 
Score: -32733988.000000 Penalty: 6134.740723
	Iteration 174Q: 3 clusters Score -3.273399e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 154345 members 
Entering Unmasked Estep 
Score: -32734068.000000 Penalty: 6134.740723
	Iteration 175Q: 3 clusters Score -3.273407e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81128 members 
Mstep: Class 2 contains 154128 members 
Entering Unmasked Estep 
Score: -32734064.000000 Penalty: 6134.740723
	Iteration 176Q: 3 clusters Score -3.273406e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81333 members 
Mstep: Class 2 contains 153923 members 
Entering Unmasked Estep 
Score: -32734138.000000 Penalty: 6134.740723
	Iteration 177Q: 3 clusters Score -3.273414e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81550 members 
Mstep: Class 2 contains 153706 members 
Entering Unmasked Estep 
Score: -32734134.000000 Penalty: 6134.740723
	Iteration 178Q: 3 clusters Score -3.273413e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81794 members 
Mstep: Class 2 contains 153462 members 
Entering Unmasked Estep 
Score: -32734076.000000 Penalty: 6134.740723
	Iteration 179Q: 3 clusters Score -3.273408e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82067 members 
Mstep: Class 2 contains 153189 members 
Entering Unmasked Estep 
Score: -32734074.000000 Penalty: 6134.740723
	Iteration 180F: 3 clusters Score -3.273407e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 152902 members 
Entering Unmasked Estep 
Score: -32734112.000000 Penalty: 6134.740723
	Iteration 181Q: 3 clusters Score -3.273411e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82666 members 
Mstep: Class 2 contains 152590 members 
Entering Unmasked Estep 
Score: -32734122.000000 Penalty: 6134.740723
	Iteration 182Q: 3 clusters Score -3.273412e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82974 members 
Mstep: Class 2 contains 152282 members 
Entering Unmasked Estep 
Score: -32734112.000000 Penalty: 6134.740723
	Iteration 183Q: 3 clusters Score -3.273411e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83278 members 
Mstep: Class 2 contains 151978 members 
Entering Unmasked Estep 
Score: -32734144.000000 Penalty: 6134.740723
	Iteration 184Q: 3 clusters Score -3.273414e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83594 members 
Mstep: Class 2 contains 151662 members 
Entering Unmasked Estep 
Score: -32734092.000000 Penalty: 6134.740723
	Iteration 185Q: 3 clusters Score -3.273409e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83901 members 
Mstep: Class 2 contains 151355 members 
Entering Unmasked Estep 
Score: -32734126.000000 Penalty: 6134.740723
	Iteration 186Q: 3 clusters Score -3.273413e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84209 members 
Mstep: Class 2 contains 151047 members 
Entering Unmasked Estep 
Score: -32734130.000000 Penalty: 6134.740723
	Iteration 187Q: 3 clusters Score -3.273413e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84502 members 
Mstep: Class 2 contains 150754 members 
Entering Unmasked Estep 
Score: -32734152.000000 Penalty: 6134.740723
	Iteration 188Q: 3 clusters Score -3.273415e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84783 members 
Mstep: Class 2 contains 150473 members 
Entering Unmasked Estep 
Score: -32734178.000000 Penalty: 6134.740723
	Iteration 189Q: 3 clusters Score -3.273418e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85050 members 
Mstep: Class 2 contains 150206 members 
Entering Unmasked Estep 
Score: -32734188.000000 Penalty: 6134.740723
	Iteration 190Q: 3 clusters Score -3.273419e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85358 members 
Mstep: Class 2 contains 149898 members 
Entering Unmasked Estep 
Score: -32734246.000000 Penalty: 6134.740723
	Iteration 191Q: 3 clusters Score -3.273425e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85667 members 
Mstep: Class 2 contains 149589 members 
Entering Unmasked Estep 
Score: -32734236.000000 Penalty: 6134.740723
	Iteration 192Q: 3 clusters Score -3.273424e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 149271 members 
Entering Unmasked Estep 
Score: -32734214.000000 Penalty: 6134.740723
	Iteration 193Q: 3 clusters Score -3.273421e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86339 members 
Mstep: Class 2 contains 148917 members 
Entering Unmasked Estep 
Score: -32734132.000000 Penalty: 6134.740723
	Iteration 194Q: 3 clusters Score -3.273413e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86684 members 
Mstep: Class 2 contains 148572 members 
Entering Unmasked Estep 
Score: -32734174.000000 Penalty: 6134.740723
	Iteration 195Q: 3 clusters Score -3.273417e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87009 members 
Mstep: Class 2 contains 148247 members 
Entering Unmasked Estep 
Score: -32734220.000000 Penalty: 6134.740723
	Iteration 196Q: 3 clusters Score -3.273422e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87303 members 
Mstep: Class 2 contains 147953 members 
Entering Unmasked Estep 
Score: -32734228.000000 Penalty: 6134.740723
	Iteration 197Q: 3 clusters Score -3.273423e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87590 members 
Mstep: Class 2 contains 147666 members 
Entering Unmasked Estep 
Score: -32734268.000000 Penalty: 6134.740723
	Iteration 198Q: 3 clusters Score -3.273427e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87886 members 
Mstep: Class 2 contains 147370 members 
Entering Unmasked Estep 
Score: -32734272.000000 Penalty: 6134.740723
	Iteration 199Q: 3 clusters Score -3.273427e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88167 members 
Mstep: Class 2 contains 147089 members 
Entering Unmasked Estep 
Score: -32734232.000000 Penalty: 6134.740723
	Iteration 200F: 3 clusters Score -3.273423e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88474 members 
Mstep: Class 2 contains 146782 members 
Entering Unmasked Estep 
Score: -32734226.000000 Penalty: 6134.740723
	Iteration 201Q: 3 clusters Score -3.273423e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88797 members 
Mstep: Class 2 contains 146459 members 
Entering Unmasked Estep 
Score: -32734254.000000 Penalty: 6134.740723
	Iteration 202Q: 3 clusters Score -3.273425e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89126 members 
Mstep: Class 2 contains 146130 members 
Entering Unmasked Estep 
Score: -32734268.000000 Penalty: 6134.740723
	Iteration 203Q: 3 clusters Score -3.273427e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 145833 members 
Entering Unmasked Estep 
Score: -32734326.000000 Penalty: 6134.740723
	Iteration 204Q: 3 clusters Score -3.273433e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89770 members 
Mstep: Class 2 contains 145486 members 
Entering Unmasked Estep 
Score: -32734246.000000 Penalty: 6134.740723
	Iteration 205Q: 3 clusters Score -3.273425e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Mstep: Class 2 contains 145141 members 
Entering Unmasked Estep 
Score: -32734254.000000 Penalty: 6134.740723
	Iteration 206Q: 3 clusters Score -3.273425e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90456 members 
Mstep: Class 2 contains 144800 members 
Entering Unmasked Estep 
Score: -32734310.000000 Penalty: 6134.740723
	Iteration 207Q: 3 clusters Score -3.273431e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90816 members 
Mstep: Class 2 contains 144440 members 
Entering Unmasked Estep 
Score: -32734338.000000 Penalty: 6134.740723
	Iteration 208Q: 3 clusters Score -3.273434e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91150 members 
Mstep: Class 2 contains 144106 members 
Entering Unmasked Estep 
Score: -32734426.000000 Penalty: 6134.740723
	Iteration 209Q: 3 clusters Score -3.273443e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91444 members 
Mstep: Class 2 contains 143812 members 
Entering Unmasked Estep 
Score: -32734486.000000 Penalty: 6134.740723
	Iteration 210Q: 3 clusters Score -3.273449e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91751 members 
Mstep: Class 2 contains 143505 members 
Entering Unmasked Estep 
Score: -32734506.000000 Penalty: 6134.740723
	Iteration 211Q: 3 clusters Score -3.273451e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92008 members 
Mstep: Class 2 contains 143248 members 
Entering Unmasked Estep 
Score: -32734580.000000 Penalty: 6134.740723
	Iteration 212Q: 3 clusters Score -3.273458e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92278 members 
Mstep: Class 2 contains 142978 members 
Entering Unmasked Estep 
Score: -32734602.000000 Penalty: 6134.740723
	Iteration 213Q: 3 clusters Score -3.27346e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92557 members 
Mstep: Class 2 contains 142699 members 
Entering Unmasked Estep 
Score: -32734650.000000 Penalty: 6134.740723
	Iteration 214Q: 3 clusters Score -3.273465e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92821 members 
Mstep: Class 2 contains 142435 members 
Entering Unmasked Estep 
Score: -32734746.000000 Penalty: 6134.740723
	Iteration 215Q: 3 clusters Score -3.273475e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93057 members 
Mstep: Class 2 contains 142199 members 
Entering Unmasked Estep 
Score: -32734802.000000 Penalty: 6134.740723
	Iteration 216Q: 3 clusters Score -3.27348e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93278 members 
Mstep: Class 2 contains 141978 members 
Entering Unmasked Estep 
Score: -32734862.000000 Penalty: 6134.740723
	Iteration 217Q: 3 clusters Score -3.273486e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93510 members 
Mstep: Class 2 contains 141746 members 
Entering Unmasked Estep 
Score: -32734886.000000 Penalty: 6134.740723
	Iteration 218Q: 3 clusters Score -3.273489e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93695 members 
Mstep: Class 2 contains 141561 members 
Entering Unmasked Estep 
Score: -32734938.000000 Penalty: 6134.740723
	Iteration 219Q: 3 clusters Score -3.273494e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93864 members 
Mstep: Class 2 contains 141392 members 
Entering Unmasked Estep 
Score: -32734990.000000 Penalty: 6134.740723
	Iteration 220F: 3 clusters Score -3.273499e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94025 members 
Mstep: Class 2 contains 141231 members 
Entering Unmasked Estep 
Score: -32734986.000000 Penalty: 6134.740723
	Iteration 221Q: 3 clusters Score -3.273499e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94145 members 
Mstep: Class 2 contains 141111 members 
Entering Unmasked Estep 
Score: -32735052.000000 Penalty: 6134.740723
	Iteration 222Q: 3 clusters Score -3.273505e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94251 members 
Mstep: Class 2 contains 141005 members 
Entering Unmasked Estep 
Score: -32735114.000000 Penalty: 6134.740723
	Iteration 223Q: 3 clusters Score -3.273511e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94363 members 
Mstep: Class 2 contains 140893 members 
Entering Unmasked Estep 
Score: -32735150.000000 Penalty: 6134.740723
	Iteration 224Q: 3 clusters Score -3.273515e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94479 members 
Mstep: Class 2 contains 140777 members 
Entering Unmasked Estep 
Score: -32735236.000000 Penalty: 6134.740723
	Iteration 225Q: 3 clusters Score -3.273524e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94601 members 
Mstep: Class 2 contains 140655 members 
Entering Unmasked Estep 
Score: -32735198.000000 Penalty: 6134.740723
	Iteration 226Q: 3 clusters Score -3.27352e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94723 members 
Mstep: Class 2 contains 140533 members 
Entering Unmasked Estep 
Score: -32735244.000000 Penalty: 6134.740723
	Iteration 227Q: 3 clusters Score -3.273524e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94823 members 
Mstep: Class 2 contains 140433 members 
Entering Unmasked Estep 
Score: -32735260.000000 Penalty: 6134.740723
	Iteration 228Q: 3 clusters Score -3.273526e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94907 members 
Mstep: Class 2 contains 140349 members 
Entering Unmasked Estep 
Score: -32735284.000000 Penalty: 6134.740723
	Iteration 229Q: 3 clusters Score -3.273528e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95007 members 
Mstep: Class 2 contains 140249 members 
Entering Unmasked Estep 
Score: -32735350.000000 Penalty: 6134.740723
	Iteration 230Q: 3 clusters Score -3.273535e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95100 members 
Mstep: Class 2 contains 140156 members 
Entering Unmasked Estep 
Score: -32735376.000000 Penalty: 6134.740723
	Iteration 231Q: 3 clusters Score -3.273538e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95162 members 
Mstep: Class 2 contains 140094 members 
Entering Unmasked Estep 
Score: -32735360.000000 Penalty: 6134.740723
	Iteration 232Q: 3 clusters Score -3.273536e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95230 members 
Mstep: Class 2 contains 140026 members 
Entering Unmasked Estep 
Score: -32735404.000000 Penalty: 6134.740723
	Iteration 233Q: 3 clusters Score -3.27354e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95279 members 
Mstep: Class 2 contains 139977 members 
Entering Unmasked Estep 
Score: -32735426.000000 Penalty: 6134.740723
	Iteration 234Q: 3 clusters Score -3.273543e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95317 members 
Mstep: Class 2 contains 139939 members 
Entering Unmasked Estep 
Score: -32735430.000000 Penalty: 6134.740723
	Iteration 235Q: 3 clusters Score -3.273543e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95363 members 
Mstep: Class 2 contains 139893 members 
Entering Unmasked Estep 
Score: -32735478.000000 Penalty: 6134.740723
	Iteration 236Q: 3 clusters Score -3.273548e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95417 members 
Mstep: Class 2 contains 139839 members 
Entering Unmasked Estep 
Score: -32735474.000000 Penalty: 6134.740723
	Iteration 237Q: 3 clusters Score -3.273547e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95466 members 
Mstep: Class 2 contains 139790 members 
Entering Unmasked Estep 
Score: -32735510.000000 Penalty: 6134.740723
	Iteration 238Q: 3 clusters Score -3.273551e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 139749 members 
Entering Unmasked Estep 
Score: -32735560.000000 Penalty: 6134.740723
	Iteration 239Q: 3 clusters Score -3.273556e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95526 members 
Mstep: Class 2 contains 139730 members 
Entering Unmasked Estep 
Score: -32735594.000000 Penalty: 6134.740723
	Iteration 240F: 3 clusters Score -3.273559e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95550 members 
Mstep: Class 2 contains 139706 members 
Entering Unmasked Estep 
Score: -32735594.000000 Penalty: 6134.740723
	Iteration 241Q: 3 clusters Score -3.273559e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95582 members 
Mstep: Class 2 contains 139674 members 
Entering Unmasked Estep 
Score: -32735632.000000 Penalty: 6134.740723
	Iteration 242Q: 3 clusters Score -3.273563e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 139668 members 
Entering Unmasked Estep 
Score: -32735638.000000 Penalty: 6134.740723
	Iteration 243Q: 3 clusters Score -3.273564e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 139668 members 
Entering Unmasked Estep 
Score: -32735656.000000 Penalty: 6134.740723
	Iteration 244Q: 3 clusters Score -3.273566e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95590 members 
Mstep: Class 2 contains 139666 members 
Entering Unmasked Estep 
Score: -32735644.000000 Penalty: 6134.740723
	Iteration 245Q: 3 clusters Score -3.273564e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95623 members 
Mstep: Class 2 contains 139633 members 
Entering Unmasked Estep 
Score: -32735644.000000 Penalty: 6134.740723
	Iteration 246Q: 3 clusters Score -3.273564e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95653 members 
Mstep: Class 2 contains 139603 members 
Entering Unmasked Estep 
Score: -32735658.000000 Penalty: 6134.740723
	Iteration 247Q: 3 clusters Score -3.273566e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95672 members 
Mstep: Class 2 contains 139584 members 
Entering Unmasked Estep 
Score: -32735686.000000 Penalty: 6134.740723
	Iteration 248Q: 3 clusters Score -3.273569e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95685 members 
Mstep: Class 2 contains 139571 members 
Entering Unmasked Estep 
Score: -32735692.000000 Penalty: 6134.740723
	Iteration 249Q: 3 clusters Score -3.273569e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95694 members 
Mstep: Class 2 contains 139562 members 
Entering Unmasked Estep 
Score: -32735706.000000 Penalty: 6134.740723
	Iteration 250Q: 3 clusters Score -3.273571e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95697 members 
Mstep: Class 2 contains 139559 members 
Entering Unmasked Estep 
Score: -32735742.000000 Penalty: 6134.740723
	Iteration 251Q: 3 clusters Score -3.273574e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95704 members 
Mstep: Class 2 contains 139552 members 
Entering Unmasked Estep 
Score: -32735754.000000 Penalty: 6134.740723
	Iteration 252Q: 3 clusters Score -3.273575e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95703 members 
Mstep: Class 2 contains 139553 members 
Entering Unmasked Estep 
Score: -32735782.000000 Penalty: 6134.740723
	Iteration 253Q: 3 clusters Score -3.273578e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95710 members 
Mstep: Class 2 contains 139546 members 
Entering Unmasked Estep 
Score: -32735778.000000 Penalty: 6134.740723
	Iteration 254Q: 3 clusters Score -3.273578e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95718 members 
Mstep: Class 2 contains 139538 members 
Entering Unmasked Estep 
Score: -32735784.000000 Penalty: 6134.740723
	Iteration 255Q: 3 clusters Score -3.273578e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95727 members 
Mstep: Class 2 contains 139529 members 
Entering Unmasked Estep 
Score: -32735810.000000 Penalty: 6134.740723
	Iteration 256Q: 3 clusters Score -3.273581e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95729 members 
Mstep: Class 2 contains 139527 members 
Entering Unmasked Estep 
Score: -32735838.000000 Penalty: 6134.740723
	Iteration 257Q: 3 clusters Score -3.273584e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95717 members 
Mstep: Class 2 contains 139539 members 
Entering Unmasked Estep 
Score: -32735842.000000 Penalty: 6134.740723
	Iteration 258Q: 3 clusters Score -3.273584e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95704 members 
Mstep: Class 2 contains 139552 members 
Entering Unmasked Estep 
Score: -32735868.000000 Penalty: 6134.740723
	Iteration 259Q: 3 clusters Score -3.273587e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95682 members 
Mstep: Class 2 contains 139574 members 
Entering Unmasked Estep 
Score: -32735870.000000 Penalty: 6134.740723
	Iteration 260F: 3 clusters Score -3.273587e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95669 members 
Mstep: Class 2 contains 139587 members 
Entering Unmasked Estep 
Score: -32735854.000000 Penalty: 6134.740723
	Iteration 261Q: 3 clusters Score -3.273585e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95664 members 
Mstep: Class 2 contains 139592 members 
Entering Unmasked Estep 
Score: -32735840.000000 Penalty: 6134.740723
	Iteration 262Q: 3 clusters Score -3.273584e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95652 members 
Mstep: Class 2 contains 139604 members 
Entering Unmasked Estep 
Score: -32735858.000000 Penalty: 6134.740723
	Iteration 263Q: 3 clusters Score -3.273586e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95648 members 
Mstep: Class 2 contains 139608 members 
Entering Unmasked Estep 
Score: -32735896.000000 Penalty: 6134.740723
	Iteration 264Q: 3 clusters Score -3.27359e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95651 members 
Mstep: Class 2 contains 139605 members 
Entering Unmasked Estep 
Score: -32735894.000000 Penalty: 6134.740723
	Iteration 265Q: 3 clusters Score -3.273589e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95666 members 
Mstep: Class 2 contains 139590 members 
Entering Unmasked Estep 
Score: -32735894.000000 Penalty: 6134.740723
	Iteration 266Q: 3 clusters Score -3.273589e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95669 members 
Mstep: Class 2 contains 139587 members 
Entering Unmasked Estep 
Score: -32735890.000000 Penalty: 6134.740723
	Iteration 267Q: 3 clusters Score -3.273589e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95678 members 
Mstep: Class 2 contains 139578 members 
Entering Unmasked Estep 
Score: -32735912.000000 Penalty: 6134.740723
	Iteration 268Q: 3 clusters Score -3.273591e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95680 members 
Mstep: Class 2 contains 139576 members 
Entering Unmasked Estep 
Score: -32735912.000000 Penalty: 6134.740723
	Iteration 269Q: 3 clusters Score -3.273591e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95675 members 
Mstep: Class 2 contains 139581 members 
Entering Unmasked Estep 
Score: -32735882.000000 Penalty: 6134.740723
	Iteration 270Q: 3 clusters Score -3.273588e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95667 members 
Mstep: Class 2 contains 139589 members 
Entering Unmasked Estep 
Score: -32735902.000000 Penalty: 6134.740723
	Iteration 271Q: 3 clusters Score -3.27359e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95654 members 
Mstep: Class 2 contains 139602 members 
Entering Unmasked Estep 
Score: -32735938.000000 Penalty: 6134.740723
	Iteration 272Q: 3 clusters Score -3.273594e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95632 members 
Mstep: Class 2 contains 139624 members 
Entering Unmasked Estep 
Score: -32735942.000000 Penalty: 6134.740723
	Iteration 273Q: 3 clusters Score -3.273594e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95613 members 
Mstep: Class 2 contains 139643 members 
Entering Unmasked Estep 
Score: -32735946.000000 Penalty: 6134.740723
	Iteration 274Q: 3 clusters Score -3.273595e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95599 members 
Mstep: Class 2 contains 139657 members 
Entering Unmasked Estep 
Score: -32735962.000000 Penalty: 6134.740723
	Iteration 275Q: 3 clusters Score -3.273596e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 139675 members 
Entering Unmasked Estep 
Score: -32735968.000000 Penalty: 6134.740723
	Iteration 276Q: 3 clusters Score -3.273597e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95572 members 
Mstep: Class 2 contains 139684 members 
Entering Unmasked Estep 
Score: -32735960.000000 Penalty: 6134.740723
	Iteration 277Q: 3 clusters Score -3.273596e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95549 members 
Mstep: Class 2 contains 139707 members 
Entering Unmasked Estep 
Score: -32735940.000000 Penalty: 6134.740723
	Iteration 278Q: 3 clusters Score -3.273594e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95526 members 
Mstep: Class 2 contains 139730 members 
Entering Unmasked Estep 
Score: -32735930.000000 Penalty: 6134.740723
	Iteration 279Q: 3 clusters Score -3.273593e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95500 members 
Mstep: Class 2 contains 139756 members 
Entering Unmasked Estep 
Score: -32735952.000000 Penalty: 6134.740723
	Iteration 280F: 3 clusters Score -3.273595e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95471 members 
Mstep: Class 2 contains 139785 members 
Entering Unmasked Estep 
Score: -32735952.000000 Penalty: 6134.740723
	Iteration 281Q: 3 clusters Score -3.273595e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95441 members 
Mstep: Class 2 contains 139815 members 
Entering Unmasked Estep 
Score: -32735954.000000 Penalty: 6134.740723
	Iteration 282Q: 3 clusters Score -3.273595e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 139846 members 
Entering Unmasked Estep 
Score: -32735944.000000 Penalty: 6134.740723
	Iteration 283Q: 3 clusters Score -3.273594e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95380 members 
Mstep: Class 2 contains 139876 members 
Entering Unmasked Estep 
Score: -32735926.000000 Penalty: 6134.740723
	Iteration 284Q: 3 clusters Score -3.273593e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95358 members 
Mstep: Class 2 contains 139898 members 
Entering Unmasked Estep 
Score: -32735932.000000 Penalty: 6134.740723
	Iteration 285Q: 3 clusters Score -3.273593e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95328 members 
Mstep: Class 2 contains 139928 members 
Entering Unmasked Estep 
Score: -32735938.000000 Penalty: 6134.740723
	Iteration 286Q: 3 clusters Score -3.273594e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95303 members 
Mstep: Class 2 contains 139953 members 
Entering Unmasked Estep 
Score: -32735944.000000 Penalty: 6134.740723
	Iteration 287Q: 3 clusters Score -3.273594e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95278 members 
Mstep: Class 2 contains 139978 members 
Entering Unmasked Estep 
Score: -32735942.000000 Penalty: 6134.740723
	Iteration 288Q: 3 clusters Score -3.273594e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95262 members 
Mstep: Class 2 contains 139994 members 
Entering Unmasked Estep 
Score: -32735904.000000 Penalty: 6134.740723
	Iteration 289Q: 3 clusters Score -3.27359e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95245 members 
Mstep: Class 2 contains 140011 members 
Entering Unmasked Estep 
Score: -32735902.000000 Penalty: 6134.740723
	Iteration 290Q: 3 clusters Score -3.27359e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95230 members 
Mstep: Class 2 contains 140026 members 
Entering Unmasked Estep 
Score: -32735922.000000 Penalty: 6134.740723
	Iteration 291Q: 3 clusters Score -3.273592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95231 members 
Mstep: Class 2 contains 140025 members 
Entering Unmasked Estep 
Score: -32735908.000000 Penalty: 6134.740723
	Iteration 292Q: 3 clusters Score -3.273591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95224 members 
Mstep: Class 2 contains 140032 members 
Entering Unmasked Estep 
Score: -32735910.000000 Penalty: 6134.740723
	Iteration 293Q: 3 clusters Score -3.273591e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95215 members 
Mstep: Class 2 contains 140041 members 
Entering Unmasked Estep 
Score: -32735920.000000 Penalty: 6134.740723
	Iteration 294Q: 3 clusters Score -3.273592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95204 members 
Mstep: Class 2 contains 140052 members 
Entering Unmasked Estep 
Score: -32735938.000000 Penalty: 6134.740723
	Iteration 295Q: 3 clusters Score -3.273594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95195 members 
Mstep: Class 2 contains 140061 members 
Entering Unmasked Estep 
Score: -32735942.000000 Penalty: 6134.740723
	Iteration 296Q: 3 clusters Score -3.273594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95190 members 
Mstep: Class 2 contains 140066 members 
Entering Unmasked Estep 
Score: -32735936.000000 Penalty: 6134.740723
	Iteration 297Q: 3 clusters Score -3.273594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95184 members 
Mstep: Class 2 contains 140072 members 
Entering Unmasked Estep 
Score: -32735926.000000 Penalty: 6134.740723
	Iteration 298Q: 3 clusters Score -3.273593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95182 members 
Mstep: Class 2 contains 140074 members 
Entering Unmasked Estep 
Score: -32735946.000000 Penalty: 6134.740723
	Iteration 299Q: 3 clusters Score -3.273595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95179 members 
Mstep: Class 2 contains 140077 members 
Entering Unmasked Estep 
Score: -32735930.000000 Penalty: 6134.740723
	Iteration 300F: 3 clusters Score -3.273593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95174 members 
Mstep: Class 2 contains 140082 members 
Entering Unmasked Estep 
Score: -32735924.000000 Penalty: 6134.740723
	Iteration 301Q: 3 clusters Score -3.273592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95161 members 
Mstep: Class 2 contains 140095 members 
Entering Unmasked Estep 
Score: -32735954.000000 Penalty: 6134.740723
	Iteration 302Q: 3 clusters Score -3.273595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95149 members 
Mstep: Class 2 contains 140107 members 
Entering Unmasked Estep 
Score: -32735950.000000 Penalty: 6134.740723
	Iteration 303Q: 3 clusters Score -3.273595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95139 members 
Mstep: Class 2 contains 140117 members 
Entering Unmasked Estep 
Score: -32735954.000000 Penalty: 6134.740723
	Iteration 304Q: 3 clusters Score -3.273595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95124 members 
Mstep: Class 2 contains 140132 members 
Entering Unmasked Estep 
Score: -32735950.000000 Penalty: 6134.740723
	Iteration 305Q: 3 clusters Score -3.273595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95109 members 
Mstep: Class 2 contains 140147 members 
Entering Unmasked Estep 
Score: -32735930.000000 Penalty: 6134.740723
	Iteration 306Q: 3 clusters Score -3.273593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95100 members 
Mstep: Class 2 contains 140156 members 
Entering Unmasked Estep 
Score: -32735942.000000 Penalty: 6134.740723
	Iteration 307Q: 3 clusters Score -3.273594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95093 members 
Mstep: Class 2 contains 140163 members 
Entering Unmasked Estep 
Score: -32735942.000000 Penalty: 6134.740723
	Iteration 308Q: 3 clusters Score -3.273594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 140169 members 
Entering Unmasked Estep 
Score: -32735936.000000 Penalty: 6134.740723
	Iteration 309Q: 3 clusters Score -3.273594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95084 members 
Mstep: Class 2 contains 140172 members 
Entering Unmasked Estep 
Score: -32735922.000000 Penalty: 6134.740723
	Iteration 310Q: 3 clusters Score -3.273592e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95070 members 
Mstep: Class 2 contains 140186 members 
Entering Unmasked Estep 
Score: -32735932.000000 Penalty: 6134.740723
	Iteration 311Q: 3 clusters Score -3.273593e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95052 members 
Mstep: Class 2 contains 140204 members 
Entering Unmasked Estep 
Score: -32735938.000000 Penalty: 6134.740723
	Iteration 312Q: 3 clusters Score -3.273594e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95033 members 
Mstep: Class 2 contains 140223 members 
Entering Unmasked Estep 
Score: -32735950.000000 Penalty: 6134.740723
	Iteration 313Q: 3 clusters Score -3.273595e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95024 members 
Mstep: Class 2 contains 140232 members 
Entering Unmasked Estep 
Score: -32735952.000000 Penalty: 6134.740723
	Iteration 314Q: 3 clusters Score -3.273595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95005 members 
Mstep: Class 2 contains 140251 members 
Entering Unmasked Estep 
Score: -32735966.000000 Penalty: 6134.740723
	Iteration 315Q: 3 clusters Score -3.273597e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94986 members 
Mstep: Class 2 contains 140270 members 
Entering Unmasked Estep 
Score: -32735942.000000 Penalty: 6134.740723
	Iteration 316Q: 3 clusters Score -3.273594e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94970 members 
Mstep: Class 2 contains 140286 members 
Entering Unmasked Estep 
Score: -32735968.000000 Penalty: 6134.740723
	Iteration 317Q: 3 clusters Score -3.273597e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 140309 members 
Entering Unmasked Estep 
Score: -32735956.000000 Penalty: 6134.740723
	Iteration 318Q: 3 clusters Score -3.273596e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94922 members 
Mstep: Class 2 contains 140334 members 
Entering Unmasked Estep 
Score: -32735944.000000 Penalty: 6134.740723
	Iteration 319Q: 3 clusters Score -3.273594e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94897 members 
Mstep: Class 2 contains 140359 members 
Entering Unmasked Estep 
Score: -32735936.000000 Penalty: 6134.740723
	Iteration 320F: 3 clusters Score -3.273594e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94881 members 
Mstep: Class 2 contains 140375 members 
Entering Unmasked Estep 
Score: -32735928.000000 Penalty: 6134.740723
	Iteration 321Q: 3 clusters Score -3.273593e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94866 members 
Mstep: Class 2 contains 140390 members 
Entering Unmasked Estep 
Score: -32735926.000000 Penalty: 6134.740723
	Iteration 322Q: 3 clusters Score -3.273593e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94851 members 
Mstep: Class 2 contains 140405 members 
Entering Unmasked Estep 
Score: -32735950.000000 Penalty: 6134.740723
	Iteration 323Q: 3 clusters Score -3.273595e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94834 members 
Mstep: Class 2 contains 140422 members 
Entering Unmasked Estep 
Score: -32735922.000000 Penalty: 6134.740723
	Iteration 324Q: 3 clusters Score -3.273592e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94827 members 
Mstep: Class 2 contains 140429 members 
Entering Unmasked Estep 
Score: -32735924.000000 Penalty: 6134.740723
	Iteration 325Q: 3 clusters Score -3.273592e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94822 members 
Mstep: Class 2 contains 140434 members 
Entering Unmasked Estep 
Score: -32735942.000000 Penalty: 6134.740723
	Iteration 326Q: 3 clusters Score -3.273594e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94810 members 
Mstep: Class 2 contains 140446 members 
Entering Unmasked Estep 
Score: -32735942.000000 Penalty: 6134.740723
	Iteration 327Q: 3 clusters Score -3.273594e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94802 members 
Mstep: Class 2 contains 140454 members 
Entering Unmasked Estep 
Score: -32735924.000000 Penalty: 6134.740723
	Iteration 328Q: 3 clusters Score -3.273592e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94798 members 
Mstep: Class 2 contains 140458 members 
Entering Unmasked Estep 
Score: -32735948.000000 Penalty: 6134.740723
	Iteration 329Q: 3 clusters Score -3.273595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94798 members 
Mstep: Class 2 contains 140458 members 
Entering Unmasked Estep 
Score: -32735964.000000 Penalty: 6134.740723
	Iteration 330Q: 3 clusters Score -3.273596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94798 members 
Mstep: Class 2 contains 140458 members 
Entering Unmasked Estep 
Score: -32735956.000000 Penalty: 6134.740723
	Iteration 331Q: 3 clusters Score -3.273596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94795 members 
Mstep: Class 2 contains 140461 members 
Entering Unmasked Estep 
Score: -32735936.000000 Penalty: 6134.740723
	Iteration 332Q: 3 clusters Score -3.273594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94792 members 
Mstep: Class 2 contains 140464 members 
Entering Unmasked Estep 
Score: -32735940.000000 Penalty: 6134.740723
	Iteration 333Q: 3 clusters Score -3.273594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94786 members 
Mstep: Class 2 contains 140470 members 
Entering Unmasked Estep 
Score: -32735944.000000 Penalty: 6134.740723
	Iteration 334Q: 3 clusters Score -3.273594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 140472 members 
Entering Unmasked Estep 
Score: -32735950.000000 Penalty: 6134.740723
	Iteration 335Q: 3 clusters Score -3.273595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94781 members 
Mstep: Class 2 contains 140475 members 
Entering Unmasked Estep 
Score: -32735944.000000 Penalty: 6134.740723
	Iteration 336Q: 3 clusters Score -3.273594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94781 members 
Mstep: Class 2 contains 140475 members 
Entering Unmasked Estep 
Score: -32735954.000000 Penalty: 6134.740723
	Iteration 337Q: 3 clusters Score -3.273595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 140472 members 
Entering Unmasked Estep 
Score: -32735940.000000 Penalty: 6134.740723
	Iteration 338Q: 3 clusters Score -3.273594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 140472 members 
Entering Unmasked Estep 
Score: -32735946.000000 Penalty: 6134.740723
	Iteration 339Q: 3 clusters Score -3.273595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94783 members 
Mstep: Class 2 contains 140473 members 
Entering Unmasked Estep 
Score: -32735942.000000 Penalty: 6134.740723
	Iteration 340F: 3 clusters Score -3.273594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 140472 members 
Entering Unmasked Estep 
Score: -32735950.000000 Penalty: 6134.740723
	Iteration 341Q: 3 clusters Score -3.273595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94785 members 
Mstep: Class 2 contains 140471 members 
Entering Unmasked Estep 
Score: -32735948.000000 Penalty: 6134.740723
	Iteration 342Q: 3 clusters Score -3.273595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94786 members 
Mstep: Class 2 contains 140470 members 
Entering Unmasked Estep 
Score: -32735944.000000 Penalty: 6134.740723
	Iteration 343Q: 3 clusters Score -3.273594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94786 members 
Mstep: Class 2 contains 140470 members 
Entering Unmasked Estep 
Score: -32735944.000000 Penalty: 6134.740723
	Iteration 344Q: 3 clusters Score -3.273594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 140472 members 
Entering Unmasked Estep 
Score: -32735938.000000 Penalty: 6134.740723
	Iteration 345Q: 3 clusters Score -3.273594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94779 members 
Mstep: Class 2 contains 140477 members 
Entering Unmasked Estep 
Score: -32735954.000000 Penalty: 6134.740723
	Iteration 346Q: 3 clusters Score -3.273595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94775 members 
Mstep: Class 2 contains 140481 members 
Entering Unmasked Estep 
Score: -32735978.000000 Penalty: 6134.740723
	Iteration 347Q: 3 clusters Score -3.273598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94773 members 
Mstep: Class 2 contains 140483 members 
Entering Unmasked Estep 
Score: -32735974.000000 Penalty: 6134.740723
	Iteration 348Q: 3 clusters Score -3.273597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94770 members 
Mstep: Class 2 contains 140486 members 
Entering Unmasked Estep 
Score: -32735958.000000 Penalty: 6134.740723
	Iteration 349Q: 3 clusters Score -3.273596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94767 members 
Mstep: Class 2 contains 140489 members 
Entering Unmasked Estep 
Score: -32735976.000000 Penalty: 6134.740723
	Iteration 350Q: 3 clusters Score -3.273598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94765 members 
Mstep: Class 2 contains 140491 members 
Entering Unmasked Estep 
Score: -32735958.000000 Penalty: 6134.740723
	Iteration 351Q: 3 clusters Score -3.273596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94762 members 
Mstep: Class 2 contains 140494 members 
Entering Unmasked Estep 
Score: -32735958.000000 Penalty: 6134.740723
	Iteration 352Q: 3 clusters Score -3.273596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94757 members 
Mstep: Class 2 contains 140499 members 
Entering Unmasked Estep 
Score: -32735954.000000 Penalty: 6134.740723
	Iteration 353Q: 3 clusters Score -3.273595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94753 members 
Mstep: Class 2 contains 140503 members 
Entering Unmasked Estep 
Score: -32735934.000000 Penalty: 6134.740723
	Iteration 354Q: 3 clusters Score -3.273593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94745 members 
Mstep: Class 2 contains 140511 members 
Entering Unmasked Estep 
Score: -32735930.000000 Penalty: 6134.740723
	Iteration 355Q: 3 clusters Score -3.273593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94742 members 
Mstep: Class 2 contains 140514 members 
Entering Unmasked Estep 
Score: -32735932.000000 Penalty: 6134.740723
	Iteration 356Q: 3 clusters Score -3.273593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94734 members 
Mstep: Class 2 contains 140522 members 
Entering Unmasked Estep 
Score: -32735924.000000 Penalty: 6134.740723
	Iteration 357Q: 3 clusters Score -3.273592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94731 members 
Mstep: Class 2 contains 140525 members 
Entering Unmasked Estep 
Score: -32735932.000000 Penalty: 6134.740723
	Iteration 358Q: 3 clusters Score -3.273593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94729 members 
Mstep: Class 2 contains 140527 members 
Entering Unmasked Estep 
Score: -32735940.000000 Penalty: 6134.740723
	Iteration 359Q: 3 clusters Score -3.273594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94728 members 
Mstep: Class 2 contains 140528 members 
Entering Unmasked Estep 
Score: -32735936.000000 Penalty: 6134.740723
	Iteration 360F: 3 clusters Score -3.273594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94727 members 
Mstep: Class 2 contains 140529 members 
Entering Unmasked Estep 
Score: -32735948.000000 Penalty: 6134.740723
	Iteration 361Q: 3 clusters Score -3.273595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94726 members 
Mstep: Class 2 contains 140530 members 
Entering Unmasked Estep 
Score: -32735932.000000 Penalty: 6134.740723
	Iteration 362Q: 3 clusters Score -3.273593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94725 members 
Mstep: Class 2 contains 140531 members 
Entering Unmasked Estep 
Score: -32735942.000000 Penalty: 6134.740723
	Iteration 363Q: 3 clusters Score -3.273594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94725 members 
Mstep: Class 2 contains 140531 members 
Entering Unmasked Estep 
Score: -32735924.000000 Penalty: 6134.740723
	Iteration 364Q: 3 clusters Score -3.273592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94724 members 
Mstep: Class 2 contains 140532 members 
Entering Unmasked Estep 
Score: -32735926.000000 Penalty: 6134.740723
	Iteration 365Q: 3 clusters Score -3.273593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94723 members 
Mstep: Class 2 contains 140533 members 
Entering Unmasked Estep 
Score: -32735928.000000 Penalty: 6134.740723
	Iteration 366Q: 3 clusters Score -3.273593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94722 members 
Mstep: Class 2 contains 140534 members 
Entering Unmasked Estep 
Score: -32735934.000000 Penalty: 6134.740723
	Iteration 367Q: 3 clusters Score -3.273593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94722 members 
Mstep: Class 2 contains 140534 members 
Entering Unmasked Estep 
Score: -32735934.000000 Penalty: 6134.740723
	Iteration 368F: 3 clusters Score -3.273593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Entering Unmasked Estep 
Score: -5722800.000000 Penalty: 2642.316650
	Iteration 0F: 2 clusters Score -5722800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -5693928.000000 Penalty: 5284.633301
	Iteration 0F: 3 clusters Score -5693928 nChanged 19557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -5704729.000000 Penalty: 5284.633301
	Iteration 1F: 3 clusters Score -5704729 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -5705149.000000 Penalty: 5284.633301
	Iteration 2Q: 3 clusters Score -5705149 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -5705570.000000 Penalty: 5284.633301
	Iteration 3Q: 3 clusters Score -5705570 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -5705945.500000 Penalty: 5284.633301
	Iteration 4Q: 3 clusters Score -5705946 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -5706436.500000 Penalty: 5284.633301
	Iteration 5Q: 3 clusters Score -5706436 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -5707073.500000 Penalty: 5284.633301
	Iteration 6Q: 3 clusters Score -5707074 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -5708041.000000 Penalty: 5284.633301
	Iteration 7Q: 3 clusters Score -5708041 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -5709364.500000 Penalty: 5284.633301
	Iteration 8F: 3 clusters Score -5709364 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -5711219.500000 Penalty: 5284.633301
	Iteration 9F: 3 clusters Score -5711220 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -5713531.000000 Penalty: 5284.633301
	Iteration 10F: 3 clusters Score -5713531 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -5715861.000000 Penalty: 5284.633301
	Iteration 11F: 3 clusters Score -5715861 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -5717704.500000 Penalty: 5284.633301
	Iteration 12Q: 3 clusters Score -5717704 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -5718967.000000 Penalty: 5284.633301
	Iteration 13Q: 3 clusters Score -5718967 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -5719686.000000 Penalty: 5284.633301
	Iteration 14Q: 3 clusters Score -5719686 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -5720048.500000 Penalty: 5284.633301
	Iteration 15Q: 3 clusters Score -5720048 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5720292.000000 Penalty: 5284.633301
	Iteration 16Q: 3 clusters Score -5720292 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -5720431.500000 Penalty: 5284.633301
	Iteration 17Q: 3 clusters Score -5720432 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5720527.000000 Penalty: 5284.633301
	Iteration 18Q: 3 clusters Score -5720527 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5720595.000000 Penalty: 5284.633301
	Iteration 19Q: 3 clusters Score -5720595 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5720641.500000 Penalty: 5284.633301
	Iteration 20F: 3 clusters Score -5720642 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5720667.500000 Penalty: 5284.633301
	Iteration 21Q: 3 clusters Score -5720668 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5720687.500000 Penalty: 5284.633301
	Iteration 22Q: 3 clusters Score -5720688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5720699.000000 Penalty: 5284.633301
	Iteration 23Q: 3 clusters Score -5720699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5720713.500000 Penalty: 5284.633301
	Iteration 24Q: 3 clusters Score -5720714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5720728.000000 Penalty: 5284.633301
	Iteration 25Q: 3 clusters Score -5720728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5720730.000000 Penalty: 5284.633301
	Iteration 26Q: 3 clusters Score -5720730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5720744.000000 Penalty: 5284.633301
	Iteration 27Q: 3 clusters Score -5720744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5720752.000000 Penalty: 5284.633301
	Iteration 28Q: 3 clusters Score -5720752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5720750.000000 Penalty: 5284.633301
	Iteration 29Q: 3 clusters Score -5720750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5720753.000000 Penalty: 5284.633301
	Iteration 30Q: 3 clusters Score -5720753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5720761.000000 Penalty: 5284.633301
	Iteration 31Q: 3 clusters Score -5720761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5720756.500000 Penalty: 5284.633301
	Iteration 32Q: 3 clusters Score -5720756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5720767.500000 Penalty: 5284.633301
	Iteration 33Q: 3 clusters Score -5720768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5720769.000000 Penalty: 5284.633301
	Iteration 34Q: 3 clusters Score -5720769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5720770.000000 Penalty: 5284.633301
	Iteration 35Q: 3 clusters Score -5720770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5720771.500000 Penalty: 5284.633301
	Iteration 36Q: 3 clusters Score -5720772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5720771.500000 Penalty: 5284.633301
	Iteration 37Q: 3 clusters Score -5720772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5720768.000000 Penalty: 5284.633301
	Iteration 38Q: 3 clusters Score -5720768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5720767.500000 Penalty: 5284.633301
	Iteration 39Q: 3 clusters Score -5720768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5720769.500000 Penalty: 5284.633301
	Iteration 40F: 3 clusters Score -5720770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5720773.500000 Penalty: 5284.633301
	Iteration 41Q: 3 clusters Score -5720774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5720781.500000 Penalty: 5284.633301
	Iteration 42Q: 3 clusters Score -5720782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5720778.500000 Penalty: 5284.633301
	Iteration 43Q: 3 clusters Score -5720778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5720778.500000 Penalty: 5284.633301
	Iteration 44F: 3 clusters Score -5720778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -100574.445312 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -100574.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -98790.789062 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -98790.79 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -99006.218750 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -99006.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -99074.781250 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -99074.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -99107.617188 Penalty: 3284.217285
	Iteration 3Q: 3 clusters Score -99107.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -99124.984375 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -99124.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -99138.750000 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -99138.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -99152.695312 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -99152.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -99160.171875 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -99160.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -99163.382812 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -99163.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -99168.578125 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -99168.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -99171.109375 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -99171.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -99173.015625 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -99173.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -99174.875000 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -99174.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -99174.875000 Penalty: 3284.217285
	Iteration 13F: 3 clusters Score -99174.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Entering Unmasked Estep 
Score: -169873.187500 Penalty: 1781.975952
	Iteration 0F: 2 clusters Score -169873.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -167700.453125 Penalty: 3563.951904
	Iteration 0F: 3 clusters Score -167700.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -168056.656250 Penalty: 3563.951904
	Iteration 1F: 3 clusters Score -168056.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -168195.421875 Penalty: 3563.951904
	Iteration 2F: 3 clusters Score -168195.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -168290.984375 Penalty: 3563.951904
	Iteration 3Q: 3 clusters Score -168291 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -168374.734375 Penalty: 3563.951904
	Iteration 4Q: 3 clusters Score -168374.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -168422.484375 Penalty: 3563.951904
	Iteration 5Q: 3 clusters Score -168422.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -168466.453125 Penalty: 3563.951904
	Iteration 6Q: 3 clusters Score -168466.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -168494.531250 Penalty: 3563.951904
	Iteration 7Q: 3 clusters Score -168494.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -168510.609375 Penalty: 3563.951904
	Iteration 8Q: 3 clusters Score -168510.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -168522.750000 Penalty: 3563.951904
	Iteration 9Q: 3 clusters Score -168522.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -168536.750000 Penalty: 3563.951904
	Iteration 10Q: 3 clusters Score -168536.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -168550.656250 Penalty: 3563.951904
	Iteration 11Q: 3 clusters Score -168550.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -168564.781250 Penalty: 3563.951904
	Iteration 12Q: 3 clusters Score -168564.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -168579.531250 Penalty: 3563.951904
	Iteration 13Q: 3 clusters Score -168579.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -168597.718750 Penalty: 3563.951904
	Iteration 14Q: 3 clusters Score -168597.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -168612.875000 Penalty: 3563.951904
	Iteration 15Q: 3 clusters Score -168612.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -168621.703125 Penalty: 3563.951904
	Iteration 16Q: 3 clusters Score -168621.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -168626.281250 Penalty: 3563.951904
	Iteration 17Q: 3 clusters Score -168626.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -168631.406250 Penalty: 3563.951904
	Iteration 18Q: 3 clusters Score -168631.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -168638.109375 Penalty: 3563.951904
	Iteration 19Q: 3 clusters Score -168638.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -168643.984375 Penalty: 3563.951904
	Iteration 20F: 3 clusters Score -168644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -168646.828125 Penalty: 3563.951904
	Iteration 21Q: 3 clusters Score -168646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -168648.140625 Penalty: 3563.951904
	Iteration 22Q: 3 clusters Score -168648.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -168648.140625 Penalty: 3563.951904
	Iteration 23F: 3 clusters Score -168648.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Entering Unmasked Estep 
Score: -2024657.375000 Penalty: 2382.076904
	Iteration 0F: 2 clusters Score -2024657 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 7433 members 
Entering Unmasked Estep 
Score: -2013798.125000 Penalty: 4764.153809
	Iteration 0F: 3 clusters Score -2013798 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2017293.125000 Penalty: 4764.153809
	Iteration 1F: 3 clusters Score -2017293 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2017766.500000 Penalty: 4764.153809
	Iteration 2F: 3 clusters Score -2017766 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2018198.250000 Penalty: 4764.153809
	Iteration 3F: 3 clusters Score -2018198 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2018541.500000 Penalty: 4764.153809
	Iteration 4Q: 3 clusters Score -2018542 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2018893.875000 Penalty: 4764.153809
	Iteration 5Q: 3 clusters Score -2018894 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2019205.500000 Penalty: 4764.153809
	Iteration 6Q: 3 clusters Score -2019206 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2019499.875000 Penalty: 4764.153809
	Iteration 7Q: 3 clusters Score -2019500 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2019761.875000 Penalty: 4764.153809
	Iteration 8Q: 3 clusters Score -2019762 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2020000.500000 Penalty: 4764.153809
	Iteration 9Q: 3 clusters Score -2020000 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2020261.875000 Penalty: 4764.153809
	Iteration 10Q: 3 clusters Score -2020262 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2020521.375000 Penalty: 4764.153809
	Iteration 11Q: 3 clusters Score -2020521 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2020810.000000 Penalty: 4764.153809
	Iteration 12Q: 3 clusters Score -2020810 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2021087.875000 Penalty: 4764.153809
	Iteration 13Q: 3 clusters Score -2021088 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2021311.250000 Penalty: 4764.153809
	Iteration 14Q: 3 clusters Score -2021311 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2021525.000000 Penalty: 4764.153809
	Iteration 15Q: 3 clusters Score -2021525 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2021659.875000 Penalty: 4764.153809
	Iteration 16Q: 3 clusters Score -2021660 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2021762.250000 Penalty: 4764.153809
	Iteration 17Q: 3 clusters Score -2021762 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2021839.750000 Penalty: 4764.153809
	Iteration 18Q: 3 clusters Score -2021840 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2021899.250000 Penalty: 4764.153809
	Iteration 19Q: 3 clusters Score -2021899 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2021939.625000 Penalty: 4764.153809
	Iteration 20F: 3 clusters Score -2021940 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2021983.250000 Penalty: 4764.153809
	Iteration 21Q: 3 clusters Score -2021983 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2022007.875000 Penalty: 4764.153809
	Iteration 22Q: 3 clusters Score -2022008 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2022023.375000 Penalty: 4764.153809
	Iteration 23Q: 3 clusters Score -2022023 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2022034.000000 Penalty: 4764.153809
	Iteration 24Q: 3 clusters Score -2022034 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2022044 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2022055 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2022069 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2022077 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2022087.000000 Penalty: 4764.153809
	Iteration 29Q: 3 clusters Score -2022087 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2022091.875000 Penalty: 4764.153809
	Iteration 30Q: 3 clusters Score -2022092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2022099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2022101.625000 Penalty: 4764.153809
	Iteration 32Q: 3 clusters Score -2022102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2022109.750000 Penalty: 4764.153809
	Iteration 33Q: 3 clusters Score -2022110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2022112 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2022111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2022114 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2022111.125000 Penalty: 4764.153809
	Iteration 37Q: 3 clusters Score -2022111 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2022120 nChanged 24
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Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2022123.500000 Penalty: 4764.153809
	Iteration 39Q: 3 clusters Score -2022124 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2022126.625000 Penalty: 4764.153809
	Iteration 40F: 3 clusters Score -2022127 nChanged 26
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Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2022126 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2022131.875000 Penalty: 4764.153809
	Iteration 42Q: 3 clusters Score -2022132 nChanged 36
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Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2022140.250000 Penalty: 4764.153809
	Iteration 43Q: 3 clusters Score -2022140 nChanged 26
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Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2022145.000000 Penalty: 4764.153809
	Iteration 44Q: 3 clusters Score -2022145 nChanged 28
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Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2022148 nChanged 30
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Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2022148 nChanged 24
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Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2022150.000000 Penalty: 4764.153809
	Iteration 47Q: 3 clusters Score -2022150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2022153.000000 Penalty: 4764.153809
	Iteration 48Q: 3 clusters Score -2022153 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2022163.000000 Penalty: 4764.153809
	Iteration 49Q: 3 clusters Score -2022163 nChanged 30
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Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2022165.375000 Penalty: 4764.153809
	Iteration 50Q: 3 clusters Score -2022165 nChanged 42
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Mstep: Class 1 contains 10725 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2022173 nChanged 50
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Mstep: Class 1 contains 10775 members 
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Entering Unmasked Estep 
Score: -2022182.000000 Penalty: 4764.153809
	Iteration 52Q: 3 clusters Score -2022182 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10814 members 
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	Iteration 53Q: 3 clusters Score -2022187 nChanged 39
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Mstep: Class 1 contains 10849 members 
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Entering Unmasked Estep 
Score: -2022199.000000 Penalty: 4764.153809
	Iteration 54Q: 3 clusters Score -2022199 nChanged 37
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Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2022201 nChanged 32
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Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2022202.000000 Penalty: 4764.153809
	Iteration 56Q: 3 clusters Score -2022202 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2022206 nChanged 27
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Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2022204 nChanged 22
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Mstep: Class 1 contains 10985 members 
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Entering Unmasked Estep 
Score: -2022213.500000 Penalty: 4764.153809
	Iteration 59Q: 3 clusters Score -2022214 nChanged 20
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Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2022214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2022217 nChanged 26
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Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 3791 members 
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	Iteration 62Q: 3 clusters Score -2022223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2022226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2022236.250000 Penalty: 4764.153809
	Iteration 64Q: 3 clusters Score -2022236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
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Entering Unmasked Estep 
Score: -2022239.125000 Penalty: 4764.153809
	Iteration 65Q: 3 clusters Score -2022239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
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	Iteration 66Q: 3 clusters Score -2022240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2022239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2022249 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2022258.625000 Penalty: 4764.153809
	Iteration 69Q: 3 clusters Score -2022259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
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Entering Unmasked Estep 
Score: -2022251.500000 Penalty: 4764.153809
	Iteration 70Q: 3 clusters Score -2022252 nChanged 21
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Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2022259.375000 Penalty: 4764.153809
	Iteration 71Q: 3 clusters Score -2022259 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2022264.750000 Penalty: 4764.153809
	Iteration 72Q: 3 clusters Score -2022265 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11299 members 
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Entering Unmasked Estep 
Score: -2022266.000000 Penalty: 4764.153809
	Iteration 73Q: 3 clusters Score -2022266 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11311 members 
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	Iteration 74Q: 3 clusters Score -2022263 nChanged 6
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Mstep: Class 1 contains 11317 members 
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Entering Unmasked Estep 
Score: -2022268.000000 Penalty: 4764.153809
	Iteration 75Q: 3 clusters Score -2022268 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11324 members 
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Score: -2022271.750000 Penalty: 4764.153809
	Iteration 76Q: 3 clusters Score -2022272 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11333 members 
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Entering Unmasked Estep 
Score: -2022269.000000 Penalty: 4764.153809
	Iteration 77Q: 3 clusters Score -2022269 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11341 members 
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	Iteration 78Q: 3 clusters Score -2022272 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11347 members 
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	Iteration 79Q: 3 clusters Score -2022274 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 3480 members 
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Score: -2022273.875000 Penalty: 4764.153809
	Iteration 80F: 3 clusters Score -2022274 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2022270.750000 Penalty: 4764.153809
	Iteration 81Q: 3 clusters Score -2022271 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2022275 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11391 members 
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	Iteration 83Q: 3 clusters Score -2022277 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2022283.125000 Penalty: 4764.153809
	Iteration 84Q: 3 clusters Score -2022283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2022282.750000 Penalty: 4764.153809
	Iteration 85Q: 3 clusters Score -2022283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2022280.750000 Penalty: 4764.153809
	Iteration 86Q: 3 clusters Score -2022281 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2022280 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2022284 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11424 members 
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	Iteration 89Q: 3 clusters Score -2022284 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2022281 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2022279.750000 Penalty: 4764.153809
	Iteration 91Q: 3 clusters Score -2022280 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11440 members 
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Entering Unmasked Estep 
Score: -2022281.625000 Penalty: 4764.153809
	Iteration 92Q: 3 clusters Score -2022282 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2022284.625000 Penalty: 4764.153809
	Iteration 93Q: 3 clusters Score -2022285 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2022285.250000 Penalty: 4764.153809
	Iteration 94Q: 3 clusters Score -2022285 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2022282.000000 Penalty: 4764.153809
	Iteration 95Q: 3 clusters Score -2022282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2022282.625000 Penalty: 4764.153809
	Iteration 96Q: 3 clusters Score -2022283 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2022284 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2022286.625000 Penalty: 4764.153809
	Iteration 98Q: 3 clusters Score -2022287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2022285.500000 Penalty: 4764.153809
	Iteration 99Q: 3 clusters Score -2022286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2022284.625000 Penalty: 4764.153809
	Iteration 100F: 3 clusters Score -2022285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2022289.375000 Penalty: 4764.153809
	Iteration 101Q: 3 clusters Score -2022289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2022289.625000 Penalty: 4764.153809
	Iteration 102Q: 3 clusters Score -2022290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2022289.750000 Penalty: 4764.153809
	Iteration 103Q: 3 clusters Score -2022290 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2022289.375000 Penalty: 4764.153809
	Iteration 104Q: 3 clusters Score -2022289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2022295.250000 Penalty: 4764.153809
	Iteration 105Q: 3 clusters Score -2022295 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2022290.125000 Penalty: 4764.153809
	Iteration 106Q: 3 clusters Score -2022290 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11541 members 
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Entering Unmasked Estep 
Score: -2022292.875000 Penalty: 4764.153809
	Iteration 107Q: 3 clusters Score -2022293 nChanged 10
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Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2022294.750000 Penalty: 4764.153809
	Iteration 108Q: 3 clusters Score -2022295 nChanged 7
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Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2022296.000000 Penalty: 4764.153809
	Iteration 109Q: 3 clusters Score -2022296 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2022296.875000 Penalty: 4764.153809
	Iteration 110Q: 3 clusters Score -2022297 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2022296.750000 Penalty: 4764.153809
	Iteration 111Q: 3 clusters Score -2022297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2022296.625000 Penalty: 4764.153809
	Iteration 112Q: 3 clusters Score -2022297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2022299.500000 Penalty: 4764.153809
	Iteration 113Q: 3 clusters Score -2022300 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2022300.500000 Penalty: 4764.153809
	Iteration 114Q: 3 clusters Score -2022300 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2022307.500000 Penalty: 4764.153809
	Iteration 115Q: 3 clusters Score -2022308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2022305.500000 Penalty: 4764.153809
	Iteration 116Q: 3 clusters Score -2022306 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2022308.875000 Penalty: 4764.153809
	Iteration 117Q: 3 clusters Score -2022309 nChanged 10
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2022308 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2022311 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2022316 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2022319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2022321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2022329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2022328 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2022333.500000 Penalty: 4764.153809
	Iteration 125Q: 3 clusters Score -2022334 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2022338 nChanged 15
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Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2022340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2022348 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2022342 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2022347 nChanged 9
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Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2022346 nChanged 12
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Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2022344 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2022345 nChanged 16
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Mstep: Class 1 contains 11852 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2022347 nChanged 16
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Mstep: Class 1 contains 11868 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2022355 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2022356 nChanged 22
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Mstep: Class 1 contains 11906 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2022364 nChanged 31
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Mstep: Class 1 contains 11931 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2022370 nChanged 32
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Mstep: Class 1 contains 11959 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2022374 nChanged 33
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Mstep: Class 1 contains 11990 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2022382 nChanged 32
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Mstep: Class 1 contains 12020 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2022389 nChanged 37
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2022394 nChanged 37
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Mstep: Class 1 contains 12090 members 
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	Iteration 143Q: 3 clusters Score -2022407 nChanged 25
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	Iteration 144Q: 3 clusters Score -2022411 nChanged 30
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2022414 nChanged 30
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Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2022420 nChanged 26
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	Iteration 147Q: 3 clusters Score -2022428 nChanged 25
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2022430 nChanged 26
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Mstep: Class 2 contains 2589 members 
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	Iteration 149Q: 3 clusters Score -2022434 nChanged 30
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	Iteration 150Q: 3 clusters Score -2022440 nChanged 23
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	Iteration 151Q: 3 clusters Score -2022442 nChanged 30
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	Iteration 152Q: 3 clusters Score -2022453 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2490 members 
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	Iteration 153Q: 3 clusters Score -2022454 nChanged 21
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Mstep: Class 1 contains 12368 members 
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	Iteration 154Q: 3 clusters Score -2022456 nChanged 16
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Mstep: Class 2 contains 2459 members 
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	Iteration 155Q: 3 clusters Score -2022463 nChanged 22
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	Iteration 156Q: 3 clusters Score -2022464 nChanged 18
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Mstep: Class 1 contains 12420 members 
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	Iteration 157Q: 3 clusters Score -2022473 nChanged 16
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	Iteration 158Q: 3 clusters Score -2022472 nChanged 22
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	Iteration 159Q: 3 clusters Score -2022473 nChanged 17
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Mstep: Class 1 contains 12473 members 
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	Iteration 160F: 3 clusters Score -2022477 nChanged 20
Entering Unmasked Mstep 
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	Iteration 161Q: 3 clusters Score -2022492 nChanged 14
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2022492 nChanged 18
Entering Unmasked Mstep 
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	Iteration 163Q: 3 clusters Score -2022493 nChanged 20
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	Iteration 164Q: 3 clusters Score -2022494 nChanged 23
Entering Unmasked Mstep 
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	Iteration 165Q: 3 clusters Score -2022500 nChanged 18
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Mstep: Class 1 contains 12580 members 
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	Iteration 166Q: 3 clusters Score -2022505 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12599 members 
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	Iteration 167Q: 3 clusters Score -2022511 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12623 members 
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	Iteration 168Q: 3 clusters Score -2022510 nChanged 30
Entering Unmasked Mstep 
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	Iteration 169Q: 3 clusters Score -2022518 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12682 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2022526 nChanged 25
Entering Unmasked Mstep 
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	Iteration 171Q: 3 clusters Score -2022537 nChanged 28
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Mstep: Class 1 contains 12735 members 
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	Iteration 172Q: 3 clusters Score -2022545 nChanged 26
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	Iteration 173Q: 3 clusters Score -2022550 nChanged 37
Entering Unmasked Mstep 
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	Iteration 174Q: 3 clusters Score -2022557 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12839 members 
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	Iteration 175Q: 3 clusters Score -2022569 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12875 members 
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	Iteration 176Q: 3 clusters Score -2022581 nChanged 39
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Mstep: Class 1 contains 12914 members 
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	Iteration 177Q: 3 clusters Score -2022600 nChanged 40
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	Iteration 178Q: 3 clusters Score -2022611 nChanged 37
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Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 1850 members 
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	Iteration 179Q: 3 clusters Score -2022626 nChanged 32
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	Iteration 180F: 3 clusters Score -2022633 nChanged 27
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2022637 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2022642.125000 Penalty: 4764.153809
	Iteration 182Q: 3 clusters Score -2022642 nChanged 28
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	Iteration 183Q: 3 clusters Score -2022648 nChanged 30
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	Iteration 184Q: 3 clusters Score -2022655 nChanged 37
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	Iteration 185Q: 3 clusters Score -2022668 nChanged 38
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	Iteration 186Q: 3 clusters Score -2022677 nChanged 40
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	Iteration 187Q: 3 clusters Score -2022690 nChanged 37
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	Iteration 188Q: 3 clusters Score -2022707 nChanged 22
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	Iteration 189Q: 3 clusters Score -2022711 nChanged 37
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	Iteration 190Q: 3 clusters Score -2022730 nChanged 50
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	Iteration 191Q: 3 clusters Score -2022764 nChanged 70
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	Iteration 192Q: 3 clusters Score -2022821 nChanged 90
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	Iteration 193Q: 3 clusters Score -2022916 nChanged 79
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	Iteration 194Q: 3 clusters Score -2022980 nChanged 64
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	Iteration 195Q: 3 clusters Score -2023034 nChanged 56
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	Iteration 196Q: 3 clusters Score -2023076 nChanged 49
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	Iteration 197Q: 3 clusters Score -2023107 nChanged 35
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	Iteration 198Q: 3 clusters Score -2023128 nChanged 30
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	Iteration 199Q: 3 clusters Score -2023146 nChanged 29
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Score: -2023162.750000 Penalty: 4764.153809
	Iteration 200F: 3 clusters Score -2023163 nChanged 23
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Score: -2023175.250000 Penalty: 4764.153809
	Iteration 201Q: 3 clusters Score -2023175 nChanged 17
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	Iteration 202Q: 3 clusters Score -2023185 nChanged 13
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Score: -2023195.625000 Penalty: 4764.153809
	Iteration 203Q: 3 clusters Score -2023196 nChanged 9
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	Iteration 204Q: 3 clusters Score -2023198 nChanged 9
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Score: -2023201.875000 Penalty: 4764.153809
	Iteration 205Q: 3 clusters Score -2023202 nChanged 11
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2023206 nChanged 9
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	Iteration 207Q: 3 clusters Score -2023212 nChanged 13
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	Iteration 208Q: 3 clusters Score -2023216 nChanged 12
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -2023221 nChanged 8
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2023226 nChanged 5
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Entering Unmasked Estep 
Score: -2023228.375000 Penalty: 4764.153809
	Iteration 211Q: 3 clusters Score -2023228 nChanged 2
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Entering Unmasked Estep 
Score: -2023230.125000 Penalty: 4764.153809
	Iteration 212Q: 3 clusters Score -2023230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2023229.750000 Penalty: 4764.153809
	Iteration 213Q: 3 clusters Score -2023230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2023229.750000 Penalty: 4764.153809
	Iteration 214F: 3 clusters Score -2023230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Entering Unmasked Estep 
Score: -1830393.375000 Penalty: 2355.373291
	Iteration 0F: 2 clusters Score -1830393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1820537.500000 Penalty: 4710.746582
	Iteration 0F: 3 clusters Score -1820538 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1823575.500000 Penalty: 4710.746582
	Iteration 1F: 3 clusters Score -1823576 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1823904.250000 Penalty: 4710.746582
	Iteration 2F: 3 clusters Score -1823904 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1824151.750000 Penalty: 4710.746582
	Iteration 3Q: 3 clusters Score -1824152 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1824397.500000 Penalty: 4710.746582
	Iteration 4Q: 3 clusters Score -1824398 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1824652.875000 Penalty: 4710.746582
	Iteration 5Q: 3 clusters Score -1824653 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1824954.250000 Penalty: 4710.746582
	Iteration 6Q: 3 clusters Score -1824954 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1825293.250000 Penalty: 4710.746582
	Iteration 7Q: 3 clusters Score -1825293 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1825699.750000 Penalty: 4710.746582
	Iteration 8Q: 3 clusters Score -1825700 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1826152.000000 Penalty: 4710.746582
	Iteration 9F: 3 clusters Score -1826152 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1826646.625000 Penalty: 4710.746582
	Iteration 10F: 3 clusters Score -1826647 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1827150.750000 Penalty: 4710.746582
	Iteration 11F: 3 clusters Score -1827151 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1827583.250000 Penalty: 4710.746582
	Iteration 12Q: 3 clusters Score -1827583 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1827919.125000 Penalty: 4710.746582
	Iteration 13Q: 3 clusters Score -1827919 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1828216.000000 Penalty: 4710.746582
	Iteration 14Q: 3 clusters Score -1828216 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1828498.000000 Penalty: 4710.746582
	Iteration 15Q: 3 clusters Score -1828498 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1828687.125000 Penalty: 4710.746582
	Iteration 16Q: 3 clusters Score -1828687 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1828777.500000 Penalty: 4710.746582
	Iteration 17Q: 3 clusters Score -1828778 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1828813.500000 Penalty: 4710.746582
	Iteration 18Q: 3 clusters Score -1828814 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1828836.375000 Penalty: 4710.746582
	Iteration 19Q: 3 clusters Score -1828836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1828848.125000 Penalty: 4710.746582
	Iteration 20F: 3 clusters Score -1828848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1828860.875000 Penalty: 4710.746582
	Iteration 21Q: 3 clusters Score -1828861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1828871.000000 Penalty: 4710.746582
	Iteration 22Q: 3 clusters Score -1828871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1828880.000000 Penalty: 4710.746582
	Iteration 23Q: 3 clusters Score -1828880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1828883.000000 Penalty: 4710.746582
	Iteration 24Q: 3 clusters Score -1828883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1828891.750000 Penalty: 4710.746582
	Iteration 25Q: 3 clusters Score -1828892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1828892.000000 Penalty: 4710.746582
	Iteration 26Q: 3 clusters Score -1828892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1828897.000000 Penalty: 4710.746582
	Iteration 27Q: 3 clusters Score -1828897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1828902.500000 Penalty: 4710.746582
	Iteration 28Q: 3 clusters Score -1828902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1828903.125000 Penalty: 4710.746582
	Iteration 29Q: 3 clusters Score -1828903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1828909.250000 Penalty: 4710.746582
	Iteration 30Q: 3 clusters Score -1828909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1828911.875000 Penalty: 4710.746582
	Iteration 31Q: 3 clusters Score -1828912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1828911.125000 Penalty: 4710.746582
	Iteration 32Q: 3 clusters Score -1828911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1828911.125000 Penalty: 4710.746582
	Iteration 33F: 3 clusters Score -1828911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -72205.679688 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -72205.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -70775.187500 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -70775.19 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71120.132812 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -71120.13 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -71342.046875 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -71342.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -71454.554688 Penalty: 3162.012207
	Iteration 3F: 3 clusters Score -71454.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -71574.390625 Penalty: 3162.012207
	Iteration 4F: 3 clusters Score -71574.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -71616.554688 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -71616.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -71646.421875 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -71646.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -71660.945312 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -71660.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -71672.195312 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -71672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -71679.570312 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -71679.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -71679.570312 Penalty: 3162.012207
	Iteration 10F: 3 clusters Score -71679.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Entering Unmasked Estep 
Score: -3624166.750000 Penalty: 2524.964600
	Iteration 0F: 2 clusters Score -3624167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -3605932.250000 Penalty: 5049.929199
	Iteration 0F: 3 clusters Score -3605932 nChanged 11817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -3612077.000000 Penalty: 5049.929199
	Iteration 1F: 3 clusters Score -3612077 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -3612427.250000 Penalty: 5049.929199
	Iteration 2Q: 3 clusters Score -3612427 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -3612695.000000 Penalty: 5049.929199
	Iteration 3Q: 3 clusters Score -3612695 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3612917.500000 Penalty: 5049.929199
	Iteration 4Q: 3 clusters Score -3612918 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3613127.250000 Penalty: 5049.929199
	Iteration 5Q: 3 clusters Score -3613127 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -3613288.250000 Penalty: 5049.929199
	Iteration 6Q: 3 clusters Score -3613288 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3613454.750000 Penalty: 5049.929199
	Iteration 7Q: 3 clusters Score -3613455 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -3613637.250000 Penalty: 5049.929199
	Iteration 8Q: 3 clusters Score -3613637 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -3613835.750000 Penalty: 5049.929199
	Iteration 9Q: 3 clusters Score -3613836 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3614093.250000 Penalty: 5049.929199
	Iteration 10Q: 3 clusters Score -3614093 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3614420.250000 Penalty: 5049.929199
	Iteration 11Q: 3 clusters Score -3614420 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -3614812.000000 Penalty: 5049.929199
	Iteration 12Q: 3 clusters Score -3614812 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -3615272.750000 Penalty: 5049.929199
	Iteration 13Q: 3 clusters Score -3615273 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -3615878.000000 Penalty: 5049.929199
	Iteration 14Q: 3 clusters Score -3615878 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -3616635.500000 Penalty: 5049.929199
	Iteration 15Q: 3 clusters Score -3616636 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -3617563.000000 Penalty: 5049.929199
	Iteration 16Q: 3 clusters Score -3617563 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -3618447.250000 Penalty: 5049.929199
	Iteration 17Q: 3 clusters Score -3618447 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -3619126.750000 Penalty: 5049.929199
	Iteration 18Q: 3 clusters Score -3619127 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -3619611.250000 Penalty: 5049.929199
	Iteration 19Q: 3 clusters Score -3619611 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -3620031.500000 Penalty: 5049.929199
	Iteration 20F: 3 clusters Score -3620032 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3620397.500000 Penalty: 5049.929199
	Iteration 21Q: 3 clusters Score -3620398 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -3620742.500000 Penalty: 5049.929199
	Iteration 22Q: 3 clusters Score -3620742 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3621015.750000 Penalty: 5049.929199
	Iteration 23Q: 3 clusters Score -3621016 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -3621252.250000 Penalty: 5049.929199
	Iteration 24Q: 3 clusters Score -3621252 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -3621450.000000 Penalty: 5049.929199
	Iteration 25Q: 3 clusters Score -3621450 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3621552.500000 Penalty: 5049.929199
	Iteration 26Q: 3 clusters Score -3621552 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -3621636.500000 Penalty: 5049.929199
	Iteration 27Q: 3 clusters Score -3621636 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3621693.000000 Penalty: 5049.929199
	Iteration 28Q: 3 clusters Score -3621693 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -3621736.000000 Penalty: 5049.929199
	Iteration 29Q: 3 clusters Score -3621736 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3621774.750000 Penalty: 5049.929199
	Iteration 30Q: 3 clusters Score -3621775 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3621802.250000 Penalty: 5049.929199
	Iteration 31Q: 3 clusters Score -3621802 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3621827.500000 Penalty: 5049.929199
	Iteration 32Q: 3 clusters Score -3621828 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3621857.750000 Penalty: 5049.929199
	Iteration 33Q: 3 clusters Score -3621858 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -3621879.250000 Penalty: 5049.929199
	Iteration 34Q: 3 clusters Score -3621879 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3621897.750000 Penalty: 5049.929199
	Iteration 35Q: 3 clusters Score -3621898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3621908.500000 Penalty: 5049.929199
	Iteration 36Q: 3 clusters Score -3621908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -3621915.750000 Penalty: 5049.929199
	Iteration 37Q: 3 clusters Score -3621916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3621917.750000 Penalty: 5049.929199
	Iteration 38Q: 3 clusters Score -3621918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3621929.250000 Penalty: 5049.929199
	Iteration 39Q: 3 clusters Score -3621929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3621927.250000 Penalty: 5049.929199
	Iteration 40F: 3 clusters Score -3621927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3621927.500000 Penalty: 5049.929199
	Iteration 41Q: 3 clusters Score -3621928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -3621930.250000 Penalty: 5049.929199
	Iteration 42Q: 3 clusters Score -3621930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3621941.750000 Penalty: 5049.929199
	Iteration 43Q: 3 clusters Score -3621942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -3621939.750000 Penalty: 5049.929199
	Iteration 44Q: 3 clusters Score -3621940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3621944.500000 Penalty: 5049.929199
	Iteration 45Q: 3 clusters Score -3621944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3621947.500000 Penalty: 5049.929199
	Iteration 46Q: 3 clusters Score -3621948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3621949.000000 Penalty: 5049.929199
	Iteration 47Q: 3 clusters Score -3621949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3621951.000000 Penalty: 5049.929199
	Iteration 48Q: 3 clusters Score -3621951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3621950.250000 Penalty: 5049.929199
	Iteration 49Q: 3 clusters Score -3621950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3621949.000000 Penalty: 5049.929199
	Iteration 50Q: 3 clusters Score -3621949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3621953.500000 Penalty: 5049.929199
	Iteration 51Q: 3 clusters Score -3621954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3621957.500000 Penalty: 5049.929199
	Iteration 52Q: 3 clusters Score -3621958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -3621962.000000 Penalty: 5049.929199
	Iteration 53Q: 3 clusters Score -3621962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3621961.750000 Penalty: 5049.929199
	Iteration 54Q: 3 clusters Score -3621962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -3621972.000000 Penalty: 5049.929199
	Iteration 55Q: 3 clusters Score -3621972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3621969.250000 Penalty: 5049.929199
	Iteration 56Q: 3 clusters Score -3621969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3621967.250000 Penalty: 5049.929199
	Iteration 57Q: 3 clusters Score -3621967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3621969.750000 Penalty: 5049.929199
	Iteration 58Q: 3 clusters Score -3621970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3621969.750000 Penalty: 5049.929199
	Iteration 59F: 3 clusters Score -3621970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -74514.664062 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -74514.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73028.671875 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -73028.67 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73361.960938 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -73361.96 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73557.757812 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -73557.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73685.054688 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -73685.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73801.859375 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -73801.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -73869.007812 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -73869.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73925.031250 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -73925.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -73979.695312 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -73979.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74009.421875 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -74009.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74034.562500 Penalty: 3186.735107
	Iteration 9Q: 3 clusters Score -74034.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -74049.578125 Penalty: 3186.735107
	Iteration 10Q: 3 clusters Score -74049.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -74071.750000 Penalty: 3186.735107
	Iteration 11Q: 3 clusters Score -74071.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -74104.898438 Penalty: 3186.735107
	Iteration 12Q: 3 clusters Score -74104.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -74134.867188 Penalty: 3186.735107
	Iteration 13Q: 3 clusters Score -74134.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -74196.328125 Penalty: 3186.735107
	Iteration 14Q: 3 clusters Score -74196.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -74241.906250 Penalty: 3186.735107
	Iteration 15Q: 3 clusters Score -74241.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -74252.273438 Penalty: 3186.735107
	Iteration 16Q: 3 clusters Score -74252.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -74258.625000 Penalty: 3186.735107
	Iteration 17Q: 3 clusters Score -74258.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74262.523438 Penalty: 3186.735107
	Iteration 18Q: 3 clusters Score -74262.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74270.226562 Penalty: 3186.735107
	Iteration 19Q: 3 clusters Score -74270.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -74281.937500 Penalty: 3186.735107
	Iteration 20F: 3 clusters Score -74281.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -74316.187500 Penalty: 3186.735107
	Iteration 21Q: 3 clusters Score -74316.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -74343.304688 Penalty: 3186.735107
	Iteration 22Q: 3 clusters Score -74343.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -74362.875000 Penalty: 3186.735107
	Iteration 23Q: 3 clusters Score -74362.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -74380.695312 Penalty: 3186.735107
	Iteration 24Q: 3 clusters Score -74380.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -74419.039062 Penalty: 3186.735107
	Iteration 25Q: 3 clusters Score -74419.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -74464.445312 Penalty: 3186.735107
	Iteration 26Q: 3 clusters Score -74464.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -74485.562500 Penalty: 3186.735107
	Iteration 27Q: 3 clusters Score -74485.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -74488.101562 Penalty: 3186.735107
	Iteration 28Q: 3 clusters Score -74488.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -74488.101562 Penalty: 3186.735107
	Iteration 29F: 3 clusters Score -74488.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Entering Unmasked Estep 
Score: -7188822.500000 Penalty: 2690.828125
	Iteration 0F: 2 clusters Score -7188822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -7154052.000000 Penalty: 5381.656250
	Iteration 0F: 3 clusters Score -7154052 nChanged 23862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -7167494.000000 Penalty: 5381.656250
	Iteration 1F: 3 clusters Score -7167494 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -7168223.500000 Penalty: 5381.656250
	Iteration 2Q: 3 clusters Score -7168224 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -7169068.000000 Penalty: 5381.656250
	Iteration 3Q: 3 clusters Score -7169068 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -7170207.000000 Penalty: 5381.656250
	Iteration 4Q: 3 clusters Score -7170207 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -7171777.500000 Penalty: 5381.656250
	Iteration 5F: 3 clusters Score -7171778 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -7173907.500000 Penalty: 5381.656250
	Iteration 6F: 3 clusters Score -7173908 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -7176860.000000 Penalty: 5381.656250
	Iteration 7F: 3 clusters Score -7176860 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -7179874.500000 Penalty: 5381.656250
	Iteration 8F: 3 clusters Score -7179874 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -7182622.500000 Penalty: 5381.656250
	Iteration 9F: 3 clusters Score -7182622 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -7184483.500000 Penalty: 5381.656250
	Iteration 10Q: 3 clusters Score -7184484 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -7185446.000000 Penalty: 5381.656250
	Iteration 11Q: 3 clusters Score -7185446 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -7185986.500000 Penalty: 5381.656250
	Iteration 12Q: 3 clusters Score -7185986 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -7186300.500000 Penalty: 5381.656250
	Iteration 13Q: 3 clusters Score -7186300 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -7186575.500000 Penalty: 5381.656250
	Iteration 14Q: 3 clusters Score -7186576 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -7186732.500000 Penalty: 5381.656250
	Iteration 15Q: 3 clusters Score -7186732 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -7186859.000000 Penalty: 5381.656250
	Iteration 16Q: 3 clusters Score -7186859 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -7186914.000000 Penalty: 5381.656250
	Iteration 17Q: 3 clusters Score -7186914 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -7186980.000000 Penalty: 5381.656250
	Iteration 18Q: 3 clusters Score -7186980 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -7187034.000000 Penalty: 5381.656250
	Iteration 19Q: 3 clusters Score -7187034 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -7187071.000000 Penalty: 5381.656250
	Iteration 20F: 3 clusters Score -7187071 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -7187104.500000 Penalty: 5381.656250
	Iteration 21Q: 3 clusters Score -7187104 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -7187129.000000 Penalty: 5381.656250
	Iteration 22Q: 3 clusters Score -7187129 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -7187138.500000 Penalty: 5381.656250
	Iteration 23Q: 3 clusters Score -7187138 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -7187154.000000 Penalty: 5381.656250
	Iteration 24Q: 3 clusters Score -7187154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -7187159.500000 Penalty: 5381.656250
	Iteration 25Q: 3 clusters Score -7187160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -7187171.000000 Penalty: 5381.656250
	Iteration 26Q: 3 clusters Score -7187171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -7187187.500000 Penalty: 5381.656250
	Iteration 27Q: 3 clusters Score -7187188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -7187184.000000 Penalty: 5381.656250
	Iteration 28Q: 3 clusters Score -7187184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -7187198.000000 Penalty: 5381.656250
	Iteration 29Q: 3 clusters Score -7187198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7187191.000000 Penalty: 5381.656250
	Iteration 30Q: 3 clusters Score -7187191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -7187189.500000 Penalty: 5381.656250
	Iteration 31Q: 3 clusters Score -7187190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -7187193.500000 Penalty: 5381.656250
	Iteration 32Q: 3 clusters Score -7187194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -7187195.000000 Penalty: 5381.656250
	Iteration 33Q: 3 clusters Score -7187195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -7187204.000000 Penalty: 5381.656250
	Iteration 34Q: 3 clusters Score -7187204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -7187199.500000 Penalty: 5381.656250
	Iteration 35Q: 3 clusters Score -7187200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -7187199.000000 Penalty: 5381.656250
	Iteration 36Q: 3 clusters Score -7187199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7187207.000000 Penalty: 5381.656250
	Iteration 37Q: 3 clusters Score -7187207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -7187214.500000 Penalty: 5381.656250
	Iteration 38Q: 3 clusters Score -7187214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -7187217.000000 Penalty: 5381.656250
	Iteration 39Q: 3 clusters Score -7187217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -7187209.000000 Penalty: 5381.656250
	Iteration 40F: 3 clusters Score -7187209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -7187217.000000 Penalty: 5381.656250
	Iteration 41Q: 3 clusters Score -7187217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -7187219.500000 Penalty: 5381.656250
	Iteration 42Q: 3 clusters Score -7187220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -7187218.500000 Penalty: 5381.656250
	Iteration 43Q: 3 clusters Score -7187218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -7187222.000000 Penalty: 5381.656250
	Iteration 44Q: 3 clusters Score -7187222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -7187221.000000 Penalty: 5381.656250
	Iteration 45Q: 3 clusters Score -7187221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -7187216.500000 Penalty: 5381.656250
	Iteration 46Q: 3 clusters Score -7187216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -7187225.000000 Penalty: 5381.656250
	Iteration 47Q: 3 clusters Score -7187225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -7187223.000000 Penalty: 5381.656250
	Iteration 48Q: 3 clusters Score -7187223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7187227.000000 Penalty: 5381.656250
	Iteration 49Q: 3 clusters Score -7187227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7187220.000000 Penalty: 5381.656250
	Iteration 50Q: 3 clusters Score -7187220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -7187226.000000 Penalty: 5381.656250
	Iteration 51Q: 3 clusters Score -7187226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -7187220.500000 Penalty: 5381.656250
	Iteration 52Q: 3 clusters Score -7187220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7187219.000000 Penalty: 5381.656250
	Iteration 53Q: 3 clusters Score -7187219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -7187219.000000 Penalty: 5381.656250
	Iteration 54Q: 3 clusters Score -7187219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7187216.500000 Penalty: 5381.656250
	Iteration 55Q: 3 clusters Score -7187216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -7187214.000000 Penalty: 5381.656250
	Iteration 56Q: 3 clusters Score -7187214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -7187218.000000 Penalty: 5381.656250
	Iteration 57Q: 3 clusters Score -7187218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7187212.000000 Penalty: 5381.656250
	Iteration 58Q: 3 clusters Score -7187212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -7187218.000000 Penalty: 5381.656250
	Iteration 59Q: 3 clusters Score -7187218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -7187219.000000 Penalty: 5381.656250
	Iteration 60F: 3 clusters Score -7187219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7187227.500000 Penalty: 5381.656250
	Iteration 61Q: 3 clusters Score -7187228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -7187223.000000 Penalty: 5381.656250
	Iteration 62Q: 3 clusters Score -7187223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -7187223.500000 Penalty: 5381.656250
	Iteration 63Q: 3 clusters Score -7187224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -7187223.500000 Penalty: 5381.656250
	Iteration 64F: 3 clusters Score -7187224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Entering Unmasked Estep 
Score: -1114193.875000 Penalty: 2233.462158
	Iteration 0F: 2 clusters Score -1114194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1107695.875000 Penalty: 4466.924316
	Iteration 0F: 3 clusters Score -1107696 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1109499.500000 Penalty: 4466.924316
	Iteration 1F: 3 clusters Score -1109500 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1109828.625000 Penalty: 4466.924316
	Iteration 2F: 3 clusters Score -1109829 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1110102.375000 Penalty: 4466.924316
	Iteration 3F: 3 clusters Score -1110102 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1110372.375000 Penalty: 4466.924316
	Iteration 4F: 3 clusters Score -1110372 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1110629.375000 Penalty: 4466.924316
	Iteration 5Q: 3 clusters Score -1110629 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1110904.125000 Penalty: 4466.924316
	Iteration 6Q: 3 clusters Score -1110904 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1111153.375000 Penalty: 4466.924316
	Iteration 7Q: 3 clusters Score -1111153 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1111404.000000 Penalty: 4466.924316
	Iteration 8Q: 3 clusters Score -1111404 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1111637.875000 Penalty: 4466.924316
	Iteration 9Q: 3 clusters Score -1111638 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1111822.875000 Penalty: 4466.924316
	Iteration 10Q: 3 clusters Score -1111823 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1111938.000000 Penalty: 4466.924316
	Iteration 11Q: 3 clusters Score -1111938 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1112029.375000 Penalty: 4466.924316
	Iteration 12Q: 3 clusters Score -1112029 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1112083.625000 Penalty: 4466.924316
	Iteration 13Q: 3 clusters Score -1112084 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1112136.000000 Penalty: 4466.924316
	Iteration 14Q: 3 clusters Score -1112136 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1112186.875000 Penalty: 4466.924316
	Iteration 15Q: 3 clusters Score -1112187 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1112227.250000 Penalty: 4466.924316
	Iteration 16Q: 3 clusters Score -1112227 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1112258.500000 Penalty: 4466.924316
	Iteration 17Q: 3 clusters Score -1112258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1112285.875000 Penalty: 4466.924316
	Iteration 18Q: 3 clusters Score -1112286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1112307.500000 Penalty: 4466.924316
	Iteration 19Q: 3 clusters Score -1112308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1112322.000000 Penalty: 4466.924316
	Iteration 20F: 3 clusters Score -1112322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1112333.000000 Penalty: 4466.924316
	Iteration 21Q: 3 clusters Score -1112333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1112341.125000 Penalty: 4466.924316
	Iteration 22Q: 3 clusters Score -1112341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1112347.750000 Penalty: 4466.924316
	Iteration 23Q: 3 clusters Score -1112348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1112353.500000 Penalty: 4466.924316
	Iteration 24Q: 3 clusters Score -1112354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1112362.000000 Penalty: 4466.924316
	Iteration 25Q: 3 clusters Score -1112362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1112365.375000 Penalty: 4466.924316
	Iteration 26Q: 3 clusters Score -1112365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1112369.250000 Penalty: 4466.924316
	Iteration 27Q: 3 clusters Score -1112369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1112378.125000 Penalty: 4466.924316
	Iteration 28Q: 3 clusters Score -1112378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1112380.000000 Penalty: 4466.924316
	Iteration 29Q: 3 clusters Score -1112380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1112386.625000 Penalty: 4466.924316
	Iteration 30Q: 3 clusters Score -1112387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1112390.875000 Penalty: 4466.924316
	Iteration 31Q: 3 clusters Score -1112391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1112394.750000 Penalty: 4466.924316
	Iteration 32Q: 3 clusters Score -1112395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1112398.375000 Penalty: 4466.924316
	Iteration 33Q: 3 clusters Score -1112398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1112399.875000 Penalty: 4466.924316
	Iteration 34Q: 3 clusters Score -1112400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1112400.125000 Penalty: 4466.924316
	Iteration 35Q: 3 clusters Score -1112400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1112404.250000 Penalty: 4466.924316
	Iteration 36Q: 3 clusters Score -1112404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1112405.875000 Penalty: 4466.924316
	Iteration 37Q: 3 clusters Score -1112406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1112407.750000 Penalty: 4466.924316
	Iteration 38Q: 3 clusters Score -1112408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1112407.750000 Penalty: 4466.924316
	Iteration 39Q: 3 clusters Score -1112408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1112408.125000 Penalty: 4466.924316
	Iteration 40F: 3 clusters Score -1112408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1112409.125000 Penalty: 4466.924316
	Iteration 41Q: 3 clusters Score -1112409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1112409.625000 Penalty: 4466.924316
	Iteration 42Q: 3 clusters Score -1112410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1112410.250000 Penalty: 4466.924316
	Iteration 43Q: 3 clusters Score -1112410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1112410.250000 Penalty: 4466.924316
	Iteration 44F: 3 clusters Score -1112410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -215114.562500 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -215114.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -212700.546875 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -212700.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -213214.437500 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -213214.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -213619.359375 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -213619.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -214160.546875 Penalty: 3683.273193
	Iteration 3F: 3 clusters Score -214160.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -214558.703125 Penalty: 3683.273193
	Iteration 4F: 3 clusters Score -214558.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -214785.968750 Penalty: 3683.273193
	Iteration 5F: 3 clusters Score -214786 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -215002.484375 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -215002.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -215173.609375 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -215173.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -215274.765625 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -215274.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -215376.218750 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -215376.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -215439.000000 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -215439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -215453.078125 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -215453.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -215461.218750 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -215461.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -215468.500000 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -215468.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -215472.312500 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -215472.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -215473.828125 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -215473.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -215475.390625 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -215475.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -215475.390625 Penalty: 3683.273193
	Iteration 17F: 3 clusters Score -215475.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 9265 members 
Mstep: Class 4 contains 156411 members 
Mstep: Class 5 contains 798 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 8154 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288212 members 
Mstep: Class 10 contains 9612 members 
Mstep: Class 11 contains 70382 members 
Mstep: Class 12 contains 235256 members 
Mstep: Class 13 contains 42383 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1320 members 
Mstep: Class 16 contains 14841 members 
Mstep: Class 17 contains 13326 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 26405 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 51540 members 
Mstep: Class 22 contains 8151 members 
Mstep: Class 23 contains 881 members 
Mstep: Class 24 contains 429 members 
Entering Unmasked Estep 
Score: -135796768.000000 Penalty: 82213.359375
Splitting cluster 23 changes total score from -135797856.000000 to -135796768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -51072.425781 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -51072.43 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 208 members 
Entering Unmasked Estep 
Score: -49701.261719 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -49701.26 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49873.839844 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -49873.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49912.464844 Penalty: 3006.482422
	Iteration 2Q: 3 clusters Score -49912.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49922.617188 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -49922.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49927.863281 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -49927.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49929.304688 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -49929.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49929.304688 Penalty: 3006.482422
	Iteration 6F: 3 clusters Score -49929.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 9265 members 
Mstep: Class 4 contains 156411 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 8154 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288212 members 
Mstep: Class 10 contains 9612 members 
Mstep: Class 11 contains 70382 members 
Mstep: Class 12 contains 235256 members 
Mstep: Class 13 contains 42383 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1320 members 
Mstep: Class 16 contains 14841 members 
Mstep: Class 17 contains 13326 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 26405 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 51540 members 
Mstep: Class 22 contains 8151 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797792.000000 Penalty: 78787.804688
Iteration 199Q: 24 clusters Score -1.357978e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 9235 members 
Mstep: Class 4 contains 156403 members 
Mstep: Class 6 contains 3920 members 
Mstep: Class 7 contains 8162 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288269 members 
Mstep: Class 10 contains 9615 members 
Mstep: Class 11 contains 70341 members 
Mstep: Class 12 contains 235254 members 
Mstep: Class 13 contains 42383 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 16 contains 14853 members 
Mstep: Class 17 contains 13317 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 26437 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 51556 members 
Mstep: Class 22 contains 8153 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797840.000000 Penalty: 78787.804688
Iteration 200F: 24 clusters Score -1.357978e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 9215 members 
Mstep: Class 4 contains 156382 members 
Mstep: Class 6 contains 3921 members 
Mstep: Class 7 contains 8161 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288332 members 
Mstep: Class 10 contains 9617 members 
Mstep: Class 11 contains 70301 members 
Mstep: Class 12 contains 235247 members 
Mstep: Class 13 contains 42384 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1320 members 
Mstep: Class 16 contains 14879 members 
Mstep: Class 17 contains 13306 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 26463 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 51561 members 
Mstep: Class 22 contains 8155 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797984.000000 Penalty: 78787.804688
Iteration 201Q: 24 clusters Score -1.35798e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 9186 members 
Mstep: Class 4 contains 156340 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8160 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288375 members 
Mstep: Class 10 contains 9622 members 
Mstep: Class 11 contains 70278 members 
Mstep: Class 12 contains 235249 members 
Mstep: Class 13 contains 42383 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 14904 members 
Mstep: Class 17 contains 13292 members 
Mstep: Class 18 contains 586 members 
Mstep: Class 19 contains 26505 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 51573 members 
Mstep: Class 22 contains 8158 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797920.000000 Penalty: 78787.804688
Iteration 202Q: 24 clusters Score -1.357979e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 9156 members 
Mstep: Class 4 contains 156308 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8160 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288399 members 
Mstep: Class 10 contains 9625 members 
Mstep: Class 11 contains 70250 members 
Mstep: Class 12 contains 235249 members 
Mstep: Class 13 contains 42383 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1324 members 
Mstep: Class 16 contains 14921 members 
Mstep: Class 17 contains 13279 members 
Mstep: Class 18 contains 585 members 
Mstep: Class 19 contains 26543 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 51581 members 
Mstep: Class 22 contains 8158 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798112.000000 Penalty: 78787.804688
Iteration 203Q: 24 clusters Score -1.357981e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 9128 members 
Mstep: Class 4 contains 156263 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8160 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288415 members 
Mstep: Class 10 contains 9630 members 
Mstep: Class 11 contains 70224 members 
Mstep: Class 12 contains 235261 members 
Mstep: Class 13 contains 42384 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1325 members 
Mstep: Class 16 contains 14934 members 
Mstep: Class 17 contains 13277 members 
Mstep: Class 18 contains 585 members 
Mstep: Class 19 contains 26593 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 51592 members 
Mstep: Class 22 contains 8157 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798160.000000 Penalty: 78787.804688
Iteration 204Q: 24 clusters Score -1.357982e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 9105 members 
Mstep: Class 4 contains 156234 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8159 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288437 members 
Mstep: Class 10 contains 9636 members 
Mstep: Class 11 contains 70210 members 
Mstep: Class 12 contains 235273 members 
Mstep: Class 13 contains 42385 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 14938 members 
Mstep: Class 17 contains 13275 members 
Mstep: Class 18 contains 584 members 
Mstep: Class 19 contains 26626 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 51595 members 
Mstep: Class 22 contains 8157 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798240.000000 Penalty: 78787.804688
Iteration 205Q: 24 clusters Score -1.357982e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 417 members 
Mstep: Class 3 contains 9091 members 
Mstep: Class 4 contains 156208 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8154 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288459 members 
Mstep: Class 10 contains 9637 members 
Mstep: Class 11 contains 70191 members 
Mstep: Class 12 contains 235279 members 
Mstep: Class 13 contains 42384 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 14946 members 
Mstep: Class 17 contains 13276 members 
Mstep: Class 18 contains 581 members 
Mstep: Class 19 contains 26645 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 51602 members 
Mstep: Class 22 contains 8159 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798304.000000 Penalty: 78787.804688
Iteration 206Q: 24 clusters Score -1.357983e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 9077 members 
Mstep: Class 4 contains 156178 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8146 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288490 members 
Mstep: Class 10 contains 9637 members 
Mstep: Class 11 contains 70177 members 
Mstep: Class 12 contains 235288 members 
Mstep: Class 13 contains 42387 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 16 contains 14952 members 
Mstep: Class 17 contains 13270 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 26666 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 51609 members 
Mstep: Class 22 contains 8160 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798272.000000 Penalty: 78787.804688
Iteration 207Q: 24 clusters Score -1.357983e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 9063 members 
Mstep: Class 4 contains 156152 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8133 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288517 members 
Mstep: Class 10 contains 9638 members 
Mstep: Class 11 contains 70158 members 
Mstep: Class 12 contains 235290 members 
Mstep: Class 13 contains 42387 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 16 contains 14957 members 
Mstep: Class 17 contains 13264 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 26695 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 51617 members 
Mstep: Class 22 contains 8159 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798432.000000 Penalty: 78787.804688
Iteration 208Q: 24 clusters Score -1.357984e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 9049 members 
Mstep: Class 4 contains 156117 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8124 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288565 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 70136 members 
Mstep: Class 12 contains 235289 members 
Mstep: Class 13 contains 42389 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 14972 members 
Mstep: Class 17 contains 13261 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 26727 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 51626 members 
Mstep: Class 22 contains 8158 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798352.000000 Penalty: 78787.804688
Iteration 209Q: 24 clusters Score -1.357984e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 156104 members 
Mstep: Class 6 contains 3921 members 
Mstep: Class 7 contains 8116 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288605 members 
Mstep: Class 10 contains 9642 members 
Mstep: Class 11 contains 70118 members 
Mstep: Class 12 contains 235288 members 
Mstep: Class 13 contains 42387 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 1330 members 
Mstep: Class 16 contains 14984 members 
Mstep: Class 17 contains 13261 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 26745 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 51633 members 
Mstep: Class 22 contains 8158 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798352.000000 Penalty: 78787.804688
Iteration 210Q: 24 clusters Score -1.357984e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 9026 members 
Mstep: Class 4 contains 156084 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8101 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288640 members 
Mstep: Class 10 contains 9648 members 
Mstep: Class 11 contains 70096 members 
Mstep: Class 12 contains 235292 members 
Mstep: Class 13 contains 42385 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1330 members 
Mstep: Class 16 contains 14989 members 
Mstep: Class 17 contains 13258 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 26759 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 51643 members 
Mstep: Class 22 contains 8159 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798480.000000 Penalty: 78787.804688
Iteration 211Q: 24 clusters Score -1.357985e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 9015 members 
Mstep: Class 4 contains 156056 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8090 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288664 members 
Mstep: Class 10 contains 9652 members 
Mstep: Class 11 contains 70071 members 
Mstep: Class 12 contains 235291 members 
Mstep: Class 13 contains 42387 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 14998 members 
Mstep: Class 17 contains 13253 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 26782 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 51657 members 
Mstep: Class 22 contains 8158 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798496.000000 Penalty: 78787.804688
Iteration 212Q: 24 clusters Score -1.357985e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 156026 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8081 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288683 members 
Mstep: Class 10 contains 9653 members 
Mstep: Class 11 contains 70056 members 
Mstep: Class 12 contains 235293 members 
Mstep: Class 13 contains 42388 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15015 members 
Mstep: Class 17 contains 13256 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 26805 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 51664 members 
Mstep: Class 22 contains 8159 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798448.000000 Penalty: 78787.804688
Iteration 213Q: 24 clusters Score -1.357984e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 8990 members 
Mstep: Class 4 contains 155999 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288703 members 
Mstep: Class 10 contains 9656 members 
Mstep: Class 11 contains 70035 members 
Mstep: Class 12 contains 235305 members 
Mstep: Class 13 contains 42389 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15021 members 
Mstep: Class 17 contains 13264 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 26820 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 51671 members 
Mstep: Class 22 contains 8161 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798480.000000 Penalty: 78787.804688
Iteration 214Q: 24 clusters Score -1.357985e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 8981 members 
Mstep: Class 4 contains 155971 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8069 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288731 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 70026 members 
Mstep: Class 12 contains 235311 members 
Mstep: Class 13 contains 42390 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15022 members 
Mstep: Class 17 contains 13267 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 26835 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 51679 members 
Mstep: Class 22 contains 8165 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798464.000000 Penalty: 78787.804688
Iteration 215Q: 24 clusters Score -1.357985e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 8971 members 
Mstep: Class 4 contains 155955 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288730 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 70017 members 
Mstep: Class 12 contains 235314 members 
Mstep: Class 13 contains 42390 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15025 members 
Mstep: Class 17 contains 13271 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 26852 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 51690 members 
Mstep: Class 22 contains 8170 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798528.000000 Penalty: 78787.804688
Iteration 216Q: 24 clusters Score -1.357985e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 8964 members 
Mstep: Class 4 contains 155936 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8063 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288741 members 
Mstep: Class 10 contains 9662 members 
Mstep: Class 11 contains 70007 members 
Mstep: Class 12 contains 235322 members 
Mstep: Class 13 contains 42390 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 13267 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 26868 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 51699 members 
Mstep: Class 22 contains 8173 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798512.000000 Penalty: 78787.804688
Iteration 217Q: 24 clusters Score -1.357985e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 8954 members 
Mstep: Class 4 contains 155916 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8062 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288760 members 
Mstep: Class 10 contains 9663 members 
Mstep: Class 11 contains 70000 members 
Mstep: Class 12 contains 235319 members 
Mstep: Class 13 contains 42389 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 13266 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 26881 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 51706 members 
Mstep: Class 22 contains 8176 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798720.000000 Penalty: 78787.804688
Iteration 218Q: 24 clusters Score -1.357987e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 155906 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8056 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288770 members 
Mstep: Class 10 contains 9665 members 
Mstep: Class 11 contains 69996 members 
Mstep: Class 12 contains 235313 members 
Mstep: Class 13 contains 42388 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 13264 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 26894 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 51713 members 
Mstep: Class 22 contains 8178 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798576.000000 Penalty: 78787.804688
Iteration 219Q: 24 clusters Score -1.357986e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 8944 members 
Mstep: Class 4 contains 155902 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8048 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288788 members 
Mstep: Class 10 contains 9666 members 
Mstep: Class 11 contains 69988 members 
Mstep: Class 12 contains 235310 members 
Mstep: Class 13 contains 42384 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 13262 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 26912 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 51720 members 
Mstep: Class 22 contains 8180 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798512.000000 Penalty: 78787.804688
Iteration 220F: 24 clusters Score -1.357985e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8940 members 
Mstep: Class 4 contains 155895 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8045 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288796 members 
Mstep: Class 10 contains 9668 members 
Mstep: Class 11 contains 69982 members 
Mstep: Class 12 contains 235314 members 
Mstep: Class 13 contains 42381 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 13260 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 26924 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 51725 members 
Mstep: Class 22 contains 8183 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798528.000000 Penalty: 78787.804688
Iteration 221Q: 24 clusters Score -1.357985e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8937 members 
Mstep: Class 4 contains 155897 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8043 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288800 members 
Mstep: Class 10 contains 9669 members 
Mstep: Class 11 contains 69971 members 
Mstep: Class 12 contains 235311 members 
Mstep: Class 13 contains 42378 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15034 members 
Mstep: Class 17 contains 13258 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26934 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 51733 members 
Mstep: Class 22 contains 8186 members 
Mstep: Class 23 contains 1677 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798736.000000 Penalty: 78787.804688
Iteration 222Q: 24 clusters Score -1.357987e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8933 members 
Mstep: Class 4 contains 155882 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8044 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288792 members 
Mstep: Class 10 contains 9671 members 
Mstep: Class 11 contains 69963 members 
Mstep: Class 12 contains 235316 members 
Mstep: Class 13 contains 42377 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15036 members 
Mstep: Class 17 contains 13259 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26940 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51740 members 
Mstep: Class 22 contains 8188 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798752.000000 Penalty: 78787.804688
Iteration 223Q: 24 clusters Score -1.357988e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8929 members 
Mstep: Class 4 contains 155858 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8045 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288778 members 
Mstep: Class 10 contains 9672 members 
Mstep: Class 11 contains 69954 members 
Mstep: Class 12 contains 235317 members 
Mstep: Class 13 contains 42377 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15039 members 
Mstep: Class 17 contains 13262 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26946 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51750 members 
Mstep: Class 22 contains 8188 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798640.000000 Penalty: 78787.804688
Iteration 224Q: 24 clusters Score -1.357986e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8925 members 
Mstep: Class 4 contains 155843 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8043 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288771 members 
Mstep: Class 10 contains 9675 members 
Mstep: Class 11 contains 69951 members 
Mstep: Class 12 contains 235318 members 
Mstep: Class 13 contains 42375 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15046 members 
Mstep: Class 17 contains 13263 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26952 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51766 members 
Mstep: Class 22 contains 8190 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798736.000000 Penalty: 78787.804688
Iteration 225Q: 24 clusters Score -1.357987e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8924 members 
Mstep: Class 4 contains 155846 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288759 members 
Mstep: Class 10 contains 9676 members 
Mstep: Class 11 contains 69947 members 
Mstep: Class 12 contains 235326 members 
Mstep: Class 13 contains 42374 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15048 members 
Mstep: Class 17 contains 13263 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26954 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51782 members 
Mstep: Class 22 contains 8191 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798688.000000 Penalty: 78787.804688
Iteration 226Q: 24 clusters Score -1.357987e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8917 members 
Mstep: Class 4 contains 155852 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8039 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288764 members 
Mstep: Class 10 contains 9678 members 
Mstep: Class 11 contains 69945 members 
Mstep: Class 12 contains 235331 members 
Mstep: Class 13 contains 42372 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15053 members 
Mstep: Class 17 contains 13261 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26965 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51785 members 
Mstep: Class 22 contains 8193 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798784.000000 Penalty: 78787.804688
Iteration 227Q: 24 clusters Score -1.357988e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8912 members 
Mstep: Class 4 contains 155852 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8037 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288767 members 
Mstep: Class 10 contains 9677 members 
Mstep: Class 11 contains 69945 members 
Mstep: Class 12 contains 235336 members 
Mstep: Class 13 contains 42370 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15055 members 
Mstep: Class 17 contains 13258 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26974 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51790 members 
Mstep: Class 22 contains 8195 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798736.000000 Penalty: 78787.804688
Iteration 228Q: 24 clusters Score -1.357987e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8909 members 
Mstep: Class 4 contains 155854 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8036 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288764 members 
Mstep: Class 10 contains 9677 members 
Mstep: Class 11 contains 69944 members 
Mstep: Class 12 contains 235338 members 
Mstep: Class 13 contains 42369 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15055 members 
Mstep: Class 17 contains 13258 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26977 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51800 members 
Mstep: Class 22 contains 8196 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798800.000000 Penalty: 78787.804688
Iteration 229Q: 24 clusters Score -1.357988e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8908 members 
Mstep: Class 4 contains 155846 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8035 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288770 members 
Mstep: Class 10 contains 9678 members 
Mstep: Class 11 contains 69939 members 
Mstep: Class 12 contains 235341 members 
Mstep: Class 13 contains 42369 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15059 members 
Mstep: Class 17 contains 13259 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26981 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51804 members 
Mstep: Class 22 contains 8196 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798720.000000 Penalty: 78787.804688
Iteration 230Q: 24 clusters Score -1.357987e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8907 members 
Mstep: Class 4 contains 155847 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8034 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288775 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69938 members 
Mstep: Class 12 contains 235339 members 
Mstep: Class 13 contains 42368 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15061 members 
Mstep: Class 17 contains 13259 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26984 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51806 members 
Mstep: Class 22 contains 8196 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798768.000000 Penalty: 78787.804688
Iteration 231Q: 24 clusters Score -1.357988e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8907 members 
Mstep: Class 4 contains 155845 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8034 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288778 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69938 members 
Mstep: Class 12 contains 235338 members 
Mstep: Class 13 contains 42369 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15062 members 
Mstep: Class 17 contains 13258 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26985 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51808 members 
Mstep: Class 22 contains 8196 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798864.000000 Penalty: 78787.804688
Iteration 232Q: 24 clusters Score -1.357989e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8907 members 
Mstep: Class 4 contains 155846 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8033 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288791 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69934 members 
Mstep: Class 12 contains 235341 members 
Mstep: Class 13 contains 42369 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15063 members 
Mstep: Class 17 contains 13255 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26985 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51810 members 
Mstep: Class 22 contains 8196 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798896.000000 Penalty: 78787.804688
Iteration 233Q: 24 clusters Score -1.357989e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8907 members 
Mstep: Class 4 contains 155853 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8033 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288805 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69929 members 
Mstep: Class 12 contains 235344 members 
Mstep: Class 13 contains 42370 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15063 members 
Mstep: Class 17 contains 13251 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26986 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51811 members 
Mstep: Class 22 contains 8196 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798864.000000 Penalty: 78787.804688
Iteration 234Q: 24 clusters Score -1.357989e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8907 members 
Mstep: Class 4 contains 155864 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8033 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288818 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69924 members 
Mstep: Class 12 contains 235340 members 
Mstep: Class 13 contains 42370 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15062 members 
Mstep: Class 17 contains 13250 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26988 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51812 members 
Mstep: Class 22 contains 8196 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798896.000000 Penalty: 78787.804688
Iteration 235Q: 24 clusters Score -1.357989e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8907 members 
Mstep: Class 4 contains 155866 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8033 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288825 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69919 members 
Mstep: Class 12 contains 235342 members 
Mstep: Class 13 contains 42369 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15063 members 
Mstep: Class 17 contains 13251 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26988 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51814 members 
Mstep: Class 22 contains 8197 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798848.000000 Penalty: 78787.804688
Iteration 236Q: 24 clusters Score -1.357988e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8906 members 
Mstep: Class 4 contains 155876 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8032 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288835 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69917 members 
Mstep: Class 12 contains 235336 members 
Mstep: Class 13 contains 42369 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15063 members 
Mstep: Class 17 contains 13252 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26989 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51816 members 
Mstep: Class 22 contains 8196 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798848.000000 Penalty: 78787.804688
Iteration 237Q: 24 clusters Score -1.357988e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8904 members 
Mstep: Class 4 contains 155876 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8032 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288839 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69917 members 
Mstep: Class 12 contains 235333 members 
Mstep: Class 13 contains 42370 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15067 members 
Mstep: Class 17 contains 13253 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26992 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51814 members 
Mstep: Class 22 contains 8196 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798816.000000 Penalty: 78787.804688
Iteration 238Q: 24 clusters Score -1.357988e+08 nChanged 37
Entering ConstructFrom: 
Score: -135798816.000000 Penalty: 78787.804688
Entering ConstructFrom: 
Trying to split cluster 1 (53049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Entering Unmasked Estep 
Score: -7468221.500000 Penalty: 2697.984863
	Iteration 0F: 2 clusters Score -7468222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -7432594.000000 Penalty: 5395.969727
	Iteration 0F: 3 clusters Score -7432594 nChanged 24531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -7445942.500000 Penalty: 5395.969727
	Iteration 1F: 3 clusters Score -7445942 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -7446443.500000 Penalty: 5395.969727
	Iteration 2Q: 3 clusters Score -7446444 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -7446835.000000 Penalty: 5395.969727
	Iteration 3Q: 3 clusters Score -7446835 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -7447122.000000 Penalty: 5395.969727
	Iteration 4Q: 3 clusters Score -7447122 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -7447382.500000 Penalty: 5395.969727
	Iteration 5Q: 3 clusters Score -7447382 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -7447618.500000 Penalty: 5395.969727
	Iteration 6Q: 3 clusters Score -7447618 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -7447849.500000 Penalty: 5395.969727
	Iteration 7Q: 3 clusters Score -7447850 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -7448057.500000 Penalty: 5395.969727
	Iteration 8Q: 3 clusters Score -7448058 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -7448280.000000 Penalty: 5395.969727
	Iteration 9Q: 3 clusters Score -7448280 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -7448634.000000 Penalty: 5395.969727
	Iteration 10Q: 3 clusters Score -7448634 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -7449011.500000 Penalty: 5395.969727
	Iteration 11Q: 3 clusters Score -7449012 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -7449596.500000 Penalty: 5395.969727
	Iteration 12Q: 3 clusters Score -7449596 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -7450478.000000 Penalty: 5395.969727
	Iteration 13Q: 3 clusters Score -7450478 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -7451964.000000 Penalty: 5395.969727
	Iteration 14Q: 3 clusters Score -7451964 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -7454112.500000 Penalty: 5395.969727
	Iteration 15F: 3 clusters Score -7454112 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -7456734.000000 Penalty: 5395.969727
	Iteration 16F: 3 clusters Score -7456734 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -7459157.000000 Penalty: 5395.969727
	Iteration 17F: 3 clusters Score -7459157 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -7460895.500000 Penalty: 5395.969727
	Iteration 18Q: 3 clusters Score -7460896 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -7461963.000000 Penalty: 5395.969727
	Iteration 19Q: 3 clusters Score -7461963 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -7462622.500000 Penalty: 5395.969727
	Iteration 20F: 3 clusters Score -7462622 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -7463091.500000 Penalty: 5395.969727
	Iteration 21Q: 3 clusters Score -7463092 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -7463476.500000 Penalty: 5395.969727
	Iteration 22Q: 3 clusters Score -7463476 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -7463766.000000 Penalty: 5395.969727
	Iteration 23Q: 3 clusters Score -7463766 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -7464012.000000 Penalty: 5395.969727
	Iteration 24Q: 3 clusters Score -7464012 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -7464235.500000 Penalty: 5395.969727
	Iteration 25Q: 3 clusters Score -7464236 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -7464455.000000 Penalty: 5395.969727
	Iteration 26Q: 3 clusters Score -7464455 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -7464636.000000 Penalty: 5395.969727
	Iteration 27Q: 3 clusters Score -7464636 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -7464786.000000 Penalty: 5395.969727
	Iteration 28Q: 3 clusters Score -7464786 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7464933.500000 Penalty: 5395.969727
	Iteration 29Q: 3 clusters Score -7464934 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7465050.000000 Penalty: 5395.969727
	Iteration 30Q: 3 clusters Score -7465050 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -7465207.000000 Penalty: 5395.969727
	Iteration 31Q: 3 clusters Score -7465207 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7465299.000000 Penalty: 5395.969727
	Iteration 32Q: 3 clusters Score -7465299 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -7465389.500000 Penalty: 5395.969727
	Iteration 33Q: 3 clusters Score -7465390 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7465449.500000 Penalty: 5395.969727
	Iteration 34Q: 3 clusters Score -7465450 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7465512.000000 Penalty: 5395.969727
	Iteration 35Q: 3 clusters Score -7465512 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7465548.500000 Penalty: 5395.969727
	Iteration 36Q: 3 clusters Score -7465548 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7465595.000000 Penalty: 5395.969727
	Iteration 37Q: 3 clusters Score -7465595 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7465641.000000 Penalty: 5395.969727
	Iteration 38Q: 3 clusters Score -7465641 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7465675.000000 Penalty: 5395.969727
	Iteration 39Q: 3 clusters Score -7465675 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7465705.000000 Penalty: 5395.969727
	Iteration 40F: 3 clusters Score -7465705 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7465717.500000 Penalty: 5395.969727
	Iteration 41Q: 3 clusters Score -7465718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7465746.000000 Penalty: 5395.969727
	Iteration 42Q: 3 clusters Score -7465746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7465762.500000 Penalty: 5395.969727
	Iteration 43Q: 3 clusters Score -7465762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7465784.500000 Penalty: 5395.969727
	Iteration 44Q: 3 clusters Score -7465784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7465786.000000 Penalty: 5395.969727
	Iteration 45Q: 3 clusters Score -7465786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7465797.000000 Penalty: 5395.969727
	Iteration 46Q: 3 clusters Score -7465797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7465816.000000 Penalty: 5395.969727
	Iteration 47Q: 3 clusters Score -7465816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7465823.000000 Penalty: 5395.969727
	Iteration 48Q: 3 clusters Score -7465823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7465844.000000 Penalty: 5395.969727
	Iteration 49Q: 3 clusters Score -7465844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7465852.500000 Penalty: 5395.969727
	Iteration 50Q: 3 clusters Score -7465852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7465867.000000 Penalty: 5395.969727
	Iteration 51Q: 3 clusters Score -7465867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7465877.500000 Penalty: 5395.969727
	Iteration 52Q: 3 clusters Score -7465878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7465876.000000 Penalty: 5395.969727
	Iteration 53Q: 3 clusters Score -7465876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7465879.000000 Penalty: 5395.969727
	Iteration 54Q: 3 clusters Score -7465879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7465882.500000 Penalty: 5395.969727
	Iteration 55Q: 3 clusters Score -7465882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7465883.000000 Penalty: 5395.969727
	Iteration 56Q: 3 clusters Score -7465883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7465877.500000 Penalty: 5395.969727
	Iteration 57Q: 3 clusters Score -7465878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7465877.500000 Penalty: 5395.969727
	Iteration 58F: 3 clusters Score -7465878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -49596.445312 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -49596.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48241.964844 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -48241.96 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -48487.105469 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -48487.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48565.187500 Penalty: 2999.496582
	Iteration 2F: 3 clusters Score -48565.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48591.308594 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -48591.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48618.722656 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -48618.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48684.042969 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -48684.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48755.621094 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -48755.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48789.269531 Penalty: 2999.496582
	Iteration 7Q: 3 clusters Score -48789.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48835.988281 Penalty: 2999.496582
	Iteration 8Q: 3 clusters Score -48835.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48872.531250 Penalty: 2999.496582
	Iteration 9Q: 3 clusters Score -48872.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48893.101562 Penalty: 2999.496582
	Iteration 10Q: 3 clusters Score -48893.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48935.980469 Penalty: 2999.496582
	Iteration 11Q: 3 clusters Score -48935.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48942.832031 Penalty: 2999.496582
	Iteration 12Q: 3 clusters Score -48942.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48952.570312 Penalty: 2999.496582
	Iteration 13Q: 3 clusters Score -48952.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48967.371094 Penalty: 2999.496582
	Iteration 14Q: 3 clusters Score -48967.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48978.113281 Penalty: 2999.496582
	Iteration 15Q: 3 clusters Score -48978.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48982.691406 Penalty: 2999.496582
	Iteration 16Q: 3 clusters Score -48982.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48992.781250 Penalty: 2999.496582
	Iteration 17Q: 3 clusters Score -48992.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49027.257812 Penalty: 2999.496582
	Iteration 18Q: 3 clusters Score -49027.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49089.433594 Penalty: 2999.496582
	Iteration 19Q: 3 clusters Score -49089.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49204.429688 Penalty: 2999.496582
	Iteration 20F: 3 clusters Score -49204.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49313.839844 Penalty: 2999.496582
	Iteration 21Q: 3 clusters Score -49313.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49343.035156 Penalty: 2999.496582
	Iteration 22Q: 3 clusters Score -49343.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49393.484375 Penalty: 2999.496582
	Iteration 23Q: 3 clusters Score -49393.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49428.070312 Penalty: 2999.496582
	Iteration 24Q: 3 clusters Score -49428.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49496.792969 Penalty: 2999.496582
	Iteration 25Q: 3 clusters Score -49496.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -49575.066406 Penalty: 2999.496582
	Iteration 26Q: 3 clusters Score -49575.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -49645.636719 Penalty: 2999.496582
	Iteration 27Q: 3 clusters Score -49645.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -49645.636719 Penalty: 2999.496582
	Iteration 28F: 3 clusters Score -49645.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 8901 members 
Mstep: Class 4 contains 155879 members 
Mstep: Class 5 contains 167 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8031 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288847 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69916 members 
Mstep: Class 12 contains 235330 members 
Mstep: Class 13 contains 42370 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26995 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51813 members 
Mstep: Class 22 contains 8197 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
Score: -135796864.000000 Penalty: 82213.359375
Splitting cluster 2 changes total score from -135798816.000000 to -135796864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Entering Unmasked Estep 
Score: -1193865.875000 Penalty: 2255.291748
	Iteration 0F: 2 clusters Score -1193866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1186890.375000 Penalty: 4510.583496
	Iteration 0F: 3 clusters Score -1186890 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1188817.625000 Penalty: 4510.583496
	Iteration 1F: 3 clusters Score -1188818 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1189078.125000 Penalty: 4510.583496
	Iteration 2F: 3 clusters Score -1189078 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1189268.500000 Penalty: 4510.583496
	Iteration 3Q: 3 clusters Score -1189268 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1189434.625000 Penalty: 4510.583496
	Iteration 4Q: 3 clusters Score -1189435 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1189600.500000 Penalty: 4510.583496
	Iteration 5Q: 3 clusters Score -1189600 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1189799.500000 Penalty: 4510.583496
	Iteration 6Q: 3 clusters Score -1189800 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1190005.375000 Penalty: 4510.583496
	Iteration 7Q: 3 clusters Score -1190005 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1190197.500000 Penalty: 4510.583496
	Iteration 8Q: 3 clusters Score -1190198 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1190397.000000 Penalty: 4510.583496
	Iteration 9Q: 3 clusters Score -1190397 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1190626.125000 Penalty: 4510.583496
	Iteration 10Q: 3 clusters Score -1190626 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1190831.000000 Penalty: 4510.583496
	Iteration 11Q: 3 clusters Score -1190831 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1191003.125000 Penalty: 4510.583496
	Iteration 12Q: 3 clusters Score -1191003 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1191137.875000 Penalty: 4510.583496
	Iteration 13Q: 3 clusters Score -1191138 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1191247.500000 Penalty: 4510.583496
	Iteration 14Q: 3 clusters Score -1191248 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1191356.000000 Penalty: 4510.583496
	Iteration 15Q: 3 clusters Score -1191356 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1191443.875000 Penalty: 4510.583496
	Iteration 16Q: 3 clusters Score -1191444 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1191523.750000 Penalty: 4510.583496
	Iteration 17Q: 3 clusters Score -1191524 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1191602.000000 Penalty: 4510.583496
	Iteration 18Q: 3 clusters Score -1191602 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1191665.125000 Penalty: 4510.583496
	Iteration 19Q: 3 clusters Score -1191665 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1191713.250000 Penalty: 4510.583496
	Iteration 20F: 3 clusters Score -1191713 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1191758.500000 Penalty: 4510.583496
	Iteration 21Q: 3 clusters Score -1191758 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1191801.875000 Penalty: 4510.583496
	Iteration 22Q: 3 clusters Score -1191802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1191832.875000 Penalty: 4510.583496
	Iteration 23Q: 3 clusters Score -1191833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1191854.125000 Penalty: 4510.583496
	Iteration 24Q: 3 clusters Score -1191854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1191874.250000 Penalty: 4510.583496
	Iteration 25Q: 3 clusters Score -1191874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1191886.000000 Penalty: 4510.583496
	Iteration 26Q: 3 clusters Score -1191886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1191892.500000 Penalty: 4510.583496
	Iteration 27Q: 3 clusters Score -1191892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1191895.750000 Penalty: 4510.583496
	Iteration 28Q: 3 clusters Score -1191896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1191905.125000 Penalty: 4510.583496
	Iteration 29Q: 3 clusters Score -1191905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1191905.125000 Penalty: 4510.583496
	Iteration 30Q: 3 clusters Score -1191905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1191907.125000 Penalty: 4510.583496
	Iteration 31Q: 3 clusters Score -1191907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1191908.000000 Penalty: 4510.583496
	Iteration 32Q: 3 clusters Score -1191908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1191908.000000 Penalty: 4510.583496
	Iteration 33F: 3 clusters Score -1191908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155879 members 
Entering Unmasked Estep 
Score: -21823994.000000 Penalty: 2965.295166
	Iteration 0F: 2 clusters Score -2.182399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77979 members 
Mstep: Class 2 contains 77900 members 
Entering Unmasked Estep 
Score: -21722824.000000 Penalty: 5930.590332
	Iteration 0F: 3 clusters Score -2.172282e+07 nChanged 74309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78000 members 
Mstep: Class 2 contains 77879 members 
Entering Unmasked Estep 
Score: -21765918.000000 Penalty: 5930.590332
	Iteration 1F: 3 clusters Score -2.176592e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78396 members 
Mstep: Class 2 contains 77483 members 
Entering Unmasked Estep 
Score: -21767110.000000 Penalty: 5930.590332
	Iteration 2Q: 3 clusters Score -2.176711e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79234 members 
Mstep: Class 2 contains 76645 members 
Entering Unmasked Estep 
Score: -21768828.000000 Penalty: 5930.590332
	Iteration 3Q: 3 clusters Score -2.176883e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80579 members 
Mstep: Class 2 contains 75300 members 
Entering Unmasked Estep 
Score: -21771300.000000 Penalty: 5930.590332
	Iteration 4Q: 3 clusters Score -2.17713e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82942 members 
Mstep: Class 2 contains 72937 members 
Entering Unmasked Estep 
Score: -21774976.000000 Penalty: 5930.590332
	Iteration 5Q: 3 clusters Score -2.177498e+07 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86667 members 
Mstep: Class 2 contains 69212 members 
Entering Unmasked Estep 
Score: -21780956.000000 Penalty: 5930.590332
	Iteration 6F: 3 clusters Score -2.178096e+07 nChanged 10988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91561 members 
Mstep: Class 2 contains 64318 members 
Entering Unmasked Estep 
Score: -21789812.000000 Penalty: 5930.590332
	Iteration 7F: 3 clusters Score -2.178981e+07 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96368 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -21799994.000000 Penalty: 5930.590332
	Iteration 8F: 3 clusters Score -2.179999e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99896 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
Score: -21806776.000000 Penalty: 5930.590332
	Iteration 9F: 3 clusters Score -2.180678e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102407 members 
Mstep: Class 2 contains 53472 members 
Entering Unmasked Estep 
Score: -21809910.000000 Penalty: 5930.590332
	Iteration 10Q: 3 clusters Score -2.180991e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104483 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -21811726.000000 Penalty: 5930.590332
	Iteration 11Q: 3 clusters Score -2.181173e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106444 members 
Mstep: Class 2 contains 49435 members 
Entering Unmasked Estep 
Score: -21813106.000000 Penalty: 5930.590332
	Iteration 12Q: 3 clusters Score -2.181311e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108189 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -21814300.000000 Penalty: 5930.590332
	Iteration 13Q: 3 clusters Score -2.18143e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109851 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -21815250.000000 Penalty: 5930.590332
	Iteration 14Q: 3 clusters Score -2.181525e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111376 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -21816082.000000 Penalty: 5930.590332
	Iteration 15Q: 3 clusters Score -2.181608e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112850 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -21816698.000000 Penalty: 5930.590332
	Iteration 16Q: 3 clusters Score -2.18167e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114371 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -21817134.000000 Penalty: 5930.590332
	Iteration 17Q: 3 clusters Score -2.181713e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115870 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -21817476.000000 Penalty: 5930.590332
	Iteration 18Q: 3 clusters Score -2.181748e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117446 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -21817846.000000 Penalty: 5930.590332
	Iteration 19Q: 3 clusters Score -2.181785e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119125 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -21818114.000000 Penalty: 5930.590332
	Iteration 20F: 3 clusters Score -2.181811e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120841 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -21818322.000000 Penalty: 5930.590332
	Iteration 21Q: 3 clusters Score -2.181832e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122596 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -21818630.000000 Penalty: 5930.590332
	Iteration 22Q: 3 clusters Score -2.181863e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124316 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -21818944.000000 Penalty: 5930.590332
	Iteration 23Q: 3 clusters Score -2.181894e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126026 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -21819216.000000 Penalty: 5930.590332
	Iteration 24Q: 3 clusters Score -2.181922e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127696 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -21819506.000000 Penalty: 5930.590332
	Iteration 25Q: 3 clusters Score -2.181951e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129403 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -21819880.000000 Penalty: 5930.590332
	Iteration 26Q: 3 clusters Score -2.181988e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131056 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -21820068.000000 Penalty: 5930.590332
	Iteration 27Q: 3 clusters Score -2.182007e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132705 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -21820414.000000 Penalty: 5930.590332
	Iteration 28Q: 3 clusters Score -2.182041e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134308 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -21820702.000000 Penalty: 5930.590332
	Iteration 29Q: 3 clusters Score -2.18207e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135868 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -21820952.000000 Penalty: 5930.590332
	Iteration 30Q: 3 clusters Score -2.182095e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137362 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -21821094.000000 Penalty: 5930.590332
	Iteration 31Q: 3 clusters Score -2.182109e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138809 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -21821346.000000 Penalty: 5930.590332
	Iteration 32Q: 3 clusters Score -2.182135e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140154 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -21821500.000000 Penalty: 5930.590332
	Iteration 33Q: 3 clusters Score -2.18215e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141342 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -21821730.000000 Penalty: 5930.590332
	Iteration 34Q: 3 clusters Score -2.182173e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142455 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -21821870.000000 Penalty: 5930.590332
	Iteration 35Q: 3 clusters Score -2.182187e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143466 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -21822100.000000 Penalty: 5930.590332
	Iteration 36Q: 3 clusters Score -2.18221e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144366 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -21822248.000000 Penalty: 5930.590332
	Iteration 37Q: 3 clusters Score -2.182225e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145240 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -21822290.000000 Penalty: 5930.590332
	Iteration 38Q: 3 clusters Score -2.182229e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145985 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -21822380.000000 Penalty: 5930.590332
	Iteration 39Q: 3 clusters Score -2.182238e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146581 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -21822454.000000 Penalty: 5930.590332
	Iteration 40F: 3 clusters Score -2.182245e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147159 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -21822592.000000 Penalty: 5930.590332
	Iteration 41Q: 3 clusters Score -2.182259e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147719 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -21822608.000000 Penalty: 5930.590332
	Iteration 42Q: 3 clusters Score -2.182261e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148238 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -21822688.000000 Penalty: 5930.590332
	Iteration 43Q: 3 clusters Score -2.182269e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148720 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -21822746.000000 Penalty: 5930.590332
	Iteration 44Q: 3 clusters Score -2.182275e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149134 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -21822780.000000 Penalty: 5930.590332
	Iteration 45Q: 3 clusters Score -2.182278e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149504 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -21822820.000000 Penalty: 5930.590332
	Iteration 46Q: 3 clusters Score -2.182282e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149832 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -21822852.000000 Penalty: 5930.590332
	Iteration 47Q: 3 clusters Score -2.182285e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150114 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -21822878.000000 Penalty: 5930.590332
	Iteration 48Q: 3 clusters Score -2.182288e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150345 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -21822906.000000 Penalty: 5930.590332
	Iteration 49Q: 3 clusters Score -2.182291e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150552 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -21822888.000000 Penalty: 5930.590332
	Iteration 50Q: 3 clusters Score -2.182289e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150743 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -21822894.000000 Penalty: 5930.590332
	Iteration 51Q: 3 clusters Score -2.182289e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150905 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -21822908.000000 Penalty: 5930.590332
	Iteration 52Q: 3 clusters Score -2.182291e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151054 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -21822912.000000 Penalty: 5930.590332
	Iteration 53Q: 3 clusters Score -2.182291e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151200 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -21822918.000000 Penalty: 5930.590332
	Iteration 54Q: 3 clusters Score -2.182292e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151336 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -21822868.000000 Penalty: 5930.590332
	Iteration 55Q: 3 clusters Score -2.182287e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151473 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -21822896.000000 Penalty: 5930.590332
	Iteration 56Q: 3 clusters Score -2.18229e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151583 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -21822910.000000 Penalty: 5930.590332
	Iteration 57Q: 3 clusters Score -2.182291e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151681 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -21822970.000000 Penalty: 5930.590332
	Iteration 58Q: 3 clusters Score -2.182297e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151743 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -21822944.000000 Penalty: 5930.590332
	Iteration 59Q: 3 clusters Score -2.182294e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151820 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -21822926.000000 Penalty: 5930.590332
	Iteration 60F: 3 clusters Score -2.182293e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151888 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -21822922.000000 Penalty: 5930.590332
	Iteration 61Q: 3 clusters Score -2.182292e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151945 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -21822914.000000 Penalty: 5930.590332
	Iteration 62Q: 3 clusters Score -2.182291e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152004 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -21822878.000000 Penalty: 5930.590332
	Iteration 63Q: 3 clusters Score -2.182288e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152047 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -21822860.000000 Penalty: 5930.590332
	Iteration 64Q: 3 clusters Score -2.182286e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152083 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -21822860.000000 Penalty: 5930.590332
	Iteration 65Q: 3 clusters Score -2.182286e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152126 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -21822854.000000 Penalty: 5930.590332
	Iteration 66Q: 3 clusters Score -2.182285e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152168 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -21822852.000000 Penalty: 5930.590332
	Iteration 67Q: 3 clusters Score -2.182285e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152194 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -21822848.000000 Penalty: 5930.590332
	Iteration 68Q: 3 clusters Score -2.182285e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152214 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -21822878.000000 Penalty: 5930.590332
	Iteration 69Q: 3 clusters Score -2.182288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152227 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -21822868.000000 Penalty: 5930.590332
	Iteration 70Q: 3 clusters Score -2.182287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152237 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -21822872.000000 Penalty: 5930.590332
	Iteration 71Q: 3 clusters Score -2.182287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152247 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -21822868.000000 Penalty: 5930.590332
	Iteration 72Q: 3 clusters Score -2.182287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152261 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -21822868.000000 Penalty: 5930.590332
	Iteration 73Q: 3 clusters Score -2.182287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152269 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -21822866.000000 Penalty: 5930.590332
	Iteration 74Q: 3 clusters Score -2.182287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152278 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -21822866.000000 Penalty: 5930.590332
	Iteration 75Q: 3 clusters Score -2.182287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152283 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -21822880.000000 Penalty: 5930.590332
	Iteration 76Q: 3 clusters Score -2.182288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152287 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -21822868.000000 Penalty: 5930.590332
	Iteration 77Q: 3 clusters Score -2.182287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152291 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -21822872.000000 Penalty: 5930.590332
	Iteration 78Q: 3 clusters Score -2.182287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152296 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -21822876.000000 Penalty: 5930.590332
	Iteration 79Q: 3 clusters Score -2.182288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152300 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -21822872.000000 Penalty: 5930.590332
	Iteration 80F: 3 clusters Score -2.182287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152302 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -21822876.000000 Penalty: 5930.590332
	Iteration 81Q: 3 clusters Score -2.182288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152302 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -21822876.000000 Penalty: 5930.590332
	Iteration 82F: 3 clusters Score -2.182288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -515244.562500 Penalty: 2052.040527
	Iteration 0F: 2 clusters Score -515244.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -511389.531250 Penalty: 4104.081055
	Iteration 0F: 3 clusters Score -511389.5 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -512232.781250 Penalty: 4104.081055
	Iteration 1F: 3 clusters Score -512232.8 nChanged 321
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: -512467.968750 Penalty: 4104.081055
	Iteration 2F: 3 clusters Score -512468 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -512688.437500 Penalty: 4104.081055
	Iteration 3F: 3 clusters Score -512688.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -512899.250000 Penalty: 4104.081055
	Iteration 4F: 3 clusters Score -512899.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -513040.781250 Penalty: 4104.081055
	Iteration 5F: 3 clusters Score -513040.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -513196.843750 Penalty: 4104.081055
	Iteration 6Q: 3 clusters Score -513196.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -513332.343750 Penalty: 4104.081055
	Iteration 7Q: 3 clusters Score -513332.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -513444.781250 Penalty: 4104.081055
	Iteration 8Q: 3 clusters Score -513444.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -513555.187500 Penalty: 4104.081055
	Iteration 9Q: 3 clusters Score -513555.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -513645.687500 Penalty: 4104.081055
	Iteration 10Q: 3 clusters Score -513645.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -513725.593750 Penalty: 4104.081055
	Iteration 11Q: 3 clusters Score -513725.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -513796.312500 Penalty: 4104.081055
	Iteration 12Q: 3 clusters Score -513796.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -513854.125000 Penalty: 4104.081055
	Iteration 13Q: 3 clusters Score -513854.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -513892.812500 Penalty: 4104.081055
	Iteration 14Q: 3 clusters Score -513892.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -513924.093750 Penalty: 4104.081055
	Iteration 15Q: 3 clusters Score -513924.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -513943.875000 Penalty: 4104.081055
	Iteration 16Q: 3 clusters Score -513943.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -513956.718750 Penalty: 4104.081055
	Iteration 17Q: 3 clusters Score -513956.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -513965.781250 Penalty: 4104.081055
	Iteration 18Q: 3 clusters Score -513965.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -513973.000000 Penalty: 4104.081055
	Iteration 19Q: 3 clusters Score -513973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -513980.187500 Penalty: 4104.081055
	Iteration 20F: 3 clusters Score -513980.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -513986.812500 Penalty: 4104.081055
	Iteration 21Q: 3 clusters Score -513986.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -513990.906250 Penalty: 4104.081055
	Iteration 22Q: 3 clusters Score -513990.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -513993.781250 Penalty: 4104.081055
	Iteration 23Q: 3 clusters Score -513993.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -513994.968750 Penalty: 4104.081055
	Iteration 24Q: 3 clusters Score -513995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -513996.968750 Penalty: 4104.081055
	Iteration 25Q: 3 clusters Score -513997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -513996.968750 Penalty: 4104.081055
	Iteration 26F: 3 clusters Score -513997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Entering Unmasked Estep 
Score: -1044619.562500 Penalty: 2229.783936
	Iteration 0F: 2 clusters Score -1044620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1038190.750000 Penalty: 4459.567871
	Iteration 0F: 3 clusters Score -1038191 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1039931.937500 Penalty: 4459.567871
	Iteration 1F: 3 clusters Score -1039932 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1040231.000000 Penalty: 4459.567871
	Iteration 2F: 3 clusters Score -1040231 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1040486.750000 Penalty: 4459.567871
	Iteration 3F: 3 clusters Score -1040487 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1040704.937500 Penalty: 4459.567871
	Iteration 4Q: 3 clusters Score -1040705 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1040952.500000 Penalty: 4459.567871
	Iteration 5Q: 3 clusters Score -1040952 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1041168.375000 Penalty: 4459.567871
	Iteration 6Q: 3 clusters Score -1041168 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1041397.437500 Penalty: 4459.567871
	Iteration 7Q: 3 clusters Score -1041397 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1041656.750000 Penalty: 4459.567871
	Iteration 8Q: 3 clusters Score -1041657 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1041896.687500 Penalty: 4459.567871
	Iteration 9Q: 3 clusters Score -1041897 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1042119.312500 Penalty: 4459.567871
	Iteration 10Q: 3 clusters Score -1042119 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1042284.000000 Penalty: 4459.567871
	Iteration 11Q: 3 clusters Score -1042284 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1042407.687500 Penalty: 4459.567871
	Iteration 12Q: 3 clusters Score -1042408 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1042520.562500 Penalty: 4459.567871
	Iteration 13Q: 3 clusters Score -1042521 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1042616.687500 Penalty: 4459.567871
	Iteration 14Q: 3 clusters Score -1042617 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1042690.875000 Penalty: 4459.567871
	Iteration 15Q: 3 clusters Score -1042691 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1042768.062500 Penalty: 4459.567871
	Iteration 16Q: 3 clusters Score -1042768 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1042840.375000 Penalty: 4459.567871
	Iteration 17Q: 3 clusters Score -1042840 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1042901.750000 Penalty: 4459.567871
	Iteration 18Q: 3 clusters Score -1042902 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1042936.750000 Penalty: 4459.567871
	Iteration 19Q: 3 clusters Score -1042937 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1042958.812500 Penalty: 4459.567871
	Iteration 20F: 3 clusters Score -1042959 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1042974.750000 Penalty: 4459.567871
	Iteration 21Q: 3 clusters Score -1042975 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1042997.875000 Penalty: 4459.567871
	Iteration 22Q: 3 clusters Score -1042998 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1043013.500000 Penalty: 4459.567871
	Iteration 23Q: 3 clusters Score -1043014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1043021.937500 Penalty: 4459.567871
	Iteration 24Q: 3 clusters Score -1043022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1043027.625000 Penalty: 4459.567871
	Iteration 25Q: 3 clusters Score -1043028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1043030.000000 Penalty: 4459.567871
	Iteration 26Q: 3 clusters Score -1043030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1043034.250000 Penalty: 4459.567871
	Iteration 27Q: 3 clusters Score -1043034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1043035.312500 Penalty: 4459.567871
	Iteration 28Q: 3 clusters Score -1043035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1043037.312500 Penalty: 4459.567871
	Iteration 29Q: 3 clusters Score -1043037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1043041.500000 Penalty: 4459.567871
	Iteration 30Q: 3 clusters Score -1043042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1043043.125000 Penalty: 4459.567871
	Iteration 31Q: 3 clusters Score -1043043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1043042.375000 Penalty: 4459.567871
	Iteration 32Q: 3 clusters Score -1043042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1043043.062500 Penalty: 4459.567871
	Iteration 33Q: 3 clusters Score -1043043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1043043.125000 Penalty: 4459.567871
	Iteration 34Q: 3 clusters Score -1043043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1043044.562500 Penalty: 4459.567871
	Iteration 35Q: 3 clusters Score -1043045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1043043.562500 Penalty: 4459.567871
	Iteration 36Q: 3 clusters Score -1043044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1043044.625000 Penalty: 4459.567871
	Iteration 37Q: 3 clusters Score -1043045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1043045.562500 Penalty: 4459.567871
	Iteration 38Q: 3 clusters Score -1043046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1043047.812500 Penalty: 4459.567871
	Iteration 39Q: 3 clusters Score -1043048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1043046.812500 Penalty: 4459.567871
	Iteration 40F: 3 clusters Score -1043047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1043047.187500 Penalty: 4459.567871
	Iteration 41Q: 3 clusters Score -1043047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1043047.500000 Penalty: 4459.567871
	Iteration 42Q: 3 clusters Score -1043048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1043048.312500 Penalty: 4459.567871
	Iteration 43Q: 3 clusters Score -1043048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1043048.500000 Penalty: 4459.567871
	Iteration 44Q: 3 clusters Score -1043048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1043049.312500 Penalty: 4459.567871
	Iteration 45Q: 3 clusters Score -1043049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1043049.312500 Penalty: 4459.567871
	Iteration 46F: 3 clusters Score -1043049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -16631.861328 Penalty: 1227.292480
	Iteration 0F: 2 clusters Score -16631.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15717.053711 Penalty: 2454.584961
	Iteration 0F: 3 clusters Score -15717.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15746.295898 Penalty: 2454.584961
	Iteration 1Q: 3 clusters Score -15746.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15746.295898 Penalty: 2454.584961
	Iteration 2F: 3 clusters Score -15746.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (288847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288847 members 
Entering Unmasked Estep 
Score: -39586232.000000 Penalty: 3118.265869
	Iteration 0F: 2 clusters Score -3.958623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144411 members 
Mstep: Class 2 contains 144436 members 
Entering Unmasked Estep 
Score: -39413004.000000 Penalty: 6236.531738
	Iteration 0F: 3 clusters Score -3.9413e+07 nChanged 139860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145975 members 
Mstep: Class 2 contains 142872 members 
Entering Unmasked Estep 
Score: -39495168.000000 Penalty: 6236.531738
	Iteration 1F: 3 clusters Score -3.949517e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146967 members 
Mstep: Class 2 contains 141880 members 
Entering Unmasked Estep 
Score: -39496228.000000 Penalty: 6236.531738
	Iteration 2Q: 3 clusters Score -3.949623e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148523 members 
Mstep: Class 2 contains 140324 members 
Entering Unmasked Estep 
Score: -39497688.000000 Penalty: 6236.531738
	Iteration 3Q: 3 clusters Score -3.949769e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150935 members 
Mstep: Class 2 contains 137912 members 
Entering Unmasked Estep 
Score: -39499832.000000 Penalty: 6236.531738
	Iteration 4Q: 3 clusters Score -3.949983e+07 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154295 members 
Mstep: Class 2 contains 134552 members 
Entering Unmasked Estep 
Score: -39502556.000000 Penalty: 6236.531738
	Iteration 5Q: 3 clusters Score -3.950256e+07 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159200 members 
Mstep: Class 2 contains 129647 members 
Entering Unmasked Estep 
Score: -39505944.000000 Penalty: 6236.531738
	Iteration 6Q: 3 clusters Score -3.950594e+07 nChanged 12315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165881 members 
Mstep: Class 2 contains 122966 members 
Entering Unmasked Estep 
Score: -39510368.000000 Penalty: 6236.531738
	Iteration 7Q: 3 clusters Score -3.951037e+07 nChanged 13673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174802 members 
Mstep: Class 2 contains 114045 members 
Entering Unmasked Estep 
Score: -39515904.000000 Penalty: 6236.531738
	Iteration 8Q: 3 clusters Score -3.95159e+07 nChanged 14844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185968 members 
Mstep: Class 2 contains 102879 members 
Entering Unmasked Estep 
Score: -39523620.000000 Penalty: 6236.531738
	Iteration 9F: 3 clusters Score -3.952362e+07 nChanged 15461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198783 members 
Mstep: Class 2 contains 90064 members 
Entering Unmasked Estep 
Score: -39532760.000000 Penalty: 6236.531738
	Iteration 10F: 3 clusters Score -3.953276e+07 nChanged 15424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212155 members 
Mstep: Class 2 contains 76692 members 
Entering Unmasked Estep 
Score: -39543216.000000 Penalty: 6236.531738
	Iteration 11F: 3 clusters Score -3.954322e+07 nChanged 14143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224790 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -39553856.000000 Penalty: 6236.531738
	Iteration 12Q: 3 clusters Score -3.955386e+07 nChanged 12272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235874 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -39562224.000000 Penalty: 6236.531738
	Iteration 13Q: 3 clusters Score -3.956222e+07 nChanged 10271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245051 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -39567960.000000 Penalty: 6236.531738
	Iteration 14Q: 3 clusters Score -3.956796e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252155 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -39570800.000000 Penalty: 6236.531738
	Iteration 15Q: 3 clusters Score -3.95708e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258083 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -39572764.000000 Penalty: 6236.531738
	Iteration 16Q: 3 clusters Score -3.957276e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263169 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -39573848.000000 Penalty: 6236.531738
	Iteration 17Q: 3 clusters Score -3.957385e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267463 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -39575428.000000 Penalty: 6236.531738
	Iteration 18Q: 3 clusters Score -3.957543e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271133 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -39576508.000000 Penalty: 6236.531738
	Iteration 19Q: 3 clusters Score -3.957651e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274213 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -39577408.000000 Penalty: 6236.531738
	Iteration 20F: 3 clusters Score -3.957741e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276829 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -39578336.000000 Penalty: 6236.531738
	Iteration 21Q: 3 clusters Score -3.957834e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279061 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -39579032.000000 Penalty: 6236.531738
	Iteration 22Q: 3 clusters Score -3.957903e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280897 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -39580008.000000 Penalty: 6236.531738
	Iteration 23Q: 3 clusters Score -3.958001e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282489 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -39580876.000000 Penalty: 6236.531738
	Iteration 24Q: 3 clusters Score -3.958088e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283733 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -39581608.000000 Penalty: 6236.531738
	Iteration 25Q: 3 clusters Score -3.958161e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284690 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -39582008.000000 Penalty: 6236.531738
	Iteration 26Q: 3 clusters Score -3.958201e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285425 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -39582292.000000 Penalty: 6236.531738
	Iteration 27Q: 3 clusters Score -3.958229e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285994 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -39582652.000000 Penalty: 6236.531738
	Iteration 28Q: 3 clusters Score -3.958265e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286433 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -39582840.000000 Penalty: 6236.531738
	Iteration 29Q: 3 clusters Score -3.958284e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286763 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -39582960.000000 Penalty: 6236.531738
	Iteration 30Q: 3 clusters Score -3.958296e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287021 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -39583092.000000 Penalty: 6236.531738
	Iteration 31Q: 3 clusters Score -3.958309e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287220 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -39583140.000000 Penalty: 6236.531738
	Iteration 32Q: 3 clusters Score -3.958314e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287367 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -39583220.000000 Penalty: 6236.531738
	Iteration 33Q: 3 clusters Score -3.958322e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287484 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -39583204.000000 Penalty: 6236.531738
	Iteration 34Q: 3 clusters Score -3.95832e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287582 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -39583216.000000 Penalty: 6236.531738
	Iteration 35Q: 3 clusters Score -3.958322e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287662 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -39583248.000000 Penalty: 6236.531738
	Iteration 36Q: 3 clusters Score -3.958325e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287723 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -39583268.000000 Penalty: 6236.531738
	Iteration 37Q: 3 clusters Score -3.958327e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287765 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -39583324.000000 Penalty: 6236.531738
	Iteration 38Q: 3 clusters Score -3.958332e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287809 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -39583368.000000 Penalty: 6236.531738
	Iteration 39Q: 3 clusters Score -3.958337e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287845 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -39583412.000000 Penalty: 6236.531738
	Iteration 40F: 3 clusters Score -3.958341e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287881 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -39583452.000000 Penalty: 6236.531738
	Iteration 41Q: 3 clusters Score -3.958345e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287915 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -39583416.000000 Penalty: 6236.531738
	Iteration 42Q: 3 clusters Score -3.958342e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287940 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -39583452.000000 Penalty: 6236.531738
	Iteration 43Q: 3 clusters Score -3.958345e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287959 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -39583468.000000 Penalty: 6236.531738
	Iteration 44Q: 3 clusters Score -3.958347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287975 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -39583480.000000 Penalty: 6236.531738
	Iteration 45Q: 3 clusters Score -3.958348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287982 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -39583496.000000 Penalty: 6236.531738
	Iteration 46Q: 3 clusters Score -3.95835e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287993 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -39583504.000000 Penalty: 6236.531738
	Iteration 47Q: 3 clusters Score -3.95835e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288004 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -39583492.000000 Penalty: 6236.531738
	Iteration 48Q: 3 clusters Score -3.958349e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288017 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -39583472.000000 Penalty: 6236.531738
	Iteration 49Q: 3 clusters Score -3.958347e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288024 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -39583428.000000 Penalty: 6236.531738
	Iteration 50Q: 3 clusters Score -3.958343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288027 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -39583464.000000 Penalty: 6236.531738
	Iteration 51Q: 3 clusters Score -3.958346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288029 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -39583440.000000 Penalty: 6236.531738
	Iteration 52Q: 3 clusters Score -3.958344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288029 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -39583440.000000 Penalty: 6236.531738
	Iteration 53F: 3 clusters Score -3.958344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Entering Unmasked Estep 
Score: -1307469.000000 Penalty: 2276.072998
	Iteration 0F: 2 clusters Score -1307469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1300095.375000 Penalty: 4552.145996
	Iteration 0F: 3 clusters Score -1300095 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1302217.250000 Penalty: 4552.145996
	Iteration 1F: 3 clusters Score -1302217 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1302561.500000 Penalty: 4552.145996
	Iteration 2F: 3 clusters Score -1302562 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1302807.250000 Penalty: 4552.145996
	Iteration 3F: 3 clusters Score -1302807 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1303010.750000 Penalty: 4552.145996
	Iteration 4Q: 3 clusters Score -1303011 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1303173.875000 Penalty: 4552.145996
	Iteration 5Q: 3 clusters Score -1303174 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1303303.375000 Penalty: 4552.145996
	Iteration 6Q: 3 clusters Score -1303303 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1303396.250000 Penalty: 4552.145996
	Iteration 7Q: 3 clusters Score -1303396 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1303479.875000 Penalty: 4552.145996
	Iteration 8Q: 3 clusters Score -1303480 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1303555.625000 Penalty: 4552.145996
	Iteration 9Q: 3 clusters Score -1303556 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1303615.250000 Penalty: 4552.145996
	Iteration 10Q: 3 clusters Score -1303615 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1303669.750000 Penalty: 4552.145996
	Iteration 11Q: 3 clusters Score -1303670 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1303730.000000 Penalty: 4552.145996
	Iteration 12Q: 3 clusters Score -1303730 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1303811.250000 Penalty: 4552.145996
	Iteration 13Q: 3 clusters Score -1303811 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1303895.000000 Penalty: 4552.145996
	Iteration 14Q: 3 clusters Score -1303895 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1303990.875000 Penalty: 4552.145996
	Iteration 15Q: 3 clusters Score -1303991 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1304110.250000 Penalty: 4552.145996
	Iteration 16Q: 3 clusters Score -1304110 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1304264.625000 Penalty: 4552.145996
	Iteration 17Q: 3 clusters Score -1304265 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1304430.875000 Penalty: 4552.145996
	Iteration 18Q: 3 clusters Score -1304431 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1304549.875000 Penalty: 4552.145996
	Iteration 19Q: 3 clusters Score -1304550 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1304638.250000 Penalty: 4552.145996
	Iteration 20F: 3 clusters Score -1304638 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1304696.125000 Penalty: 4552.145996
	Iteration 21Q: 3 clusters Score -1304696 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1304726.000000 Penalty: 4552.145996
	Iteration 22Q: 3 clusters Score -1304726 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1304747.375000 Penalty: 4552.145996
	Iteration 23Q: 3 clusters Score -1304747 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1304760.375000 Penalty: 4552.145996
	Iteration 24Q: 3 clusters Score -1304760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1304772.250000 Penalty: 4552.145996
	Iteration 25Q: 3 clusters Score -1304772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1304783.000000 Penalty: 4552.145996
	Iteration 26Q: 3 clusters Score -1304783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1304791.750000 Penalty: 4552.145996
	Iteration 27Q: 3 clusters Score -1304792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1304799.875000 Penalty: 4552.145996
	Iteration 28Q: 3 clusters Score -1304800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1304800.375000 Penalty: 4552.145996
	Iteration 29Q: 3 clusters Score -1304800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1304802.000000 Penalty: 4552.145996
	Iteration 30Q: 3 clusters Score -1304802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1304807.625000 Penalty: 4552.145996
	Iteration 31Q: 3 clusters Score -1304808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1304806.625000 Penalty: 4552.145996
	Iteration 32Q: 3 clusters Score -1304807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1304809.875000 Penalty: 4552.145996
	Iteration 33Q: 3 clusters Score -1304810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1304808.500000 Penalty: 4552.145996
	Iteration 34Q: 3 clusters Score -1304808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1304807.125000 Penalty: 4552.145996
	Iteration 35Q: 3 clusters Score -1304807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1304807.250000 Penalty: 4552.145996
	Iteration 36Q: 3 clusters Score -1304807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1304806.375000 Penalty: 4552.145996
	Iteration 37Q: 3 clusters Score -1304806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1304807.625000 Penalty: 4552.145996
	Iteration 38Q: 3 clusters Score -1304808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1304810.500000 Penalty: 4552.145996
	Iteration 39Q: 3 clusters Score -1304810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1304809.125000 Penalty: 4552.145996
	Iteration 40F: 3 clusters Score -1304809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1304810.000000 Penalty: 4552.145996
	Iteration 41Q: 3 clusters Score -1304810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1304810.750000 Penalty: 4552.145996
	Iteration 42Q: 3 clusters Score -1304811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1304812.625000 Penalty: 4552.145996
	Iteration 43Q: 3 clusters Score -1304813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1304812.625000 Penalty: 4552.145996
	Iteration 44F: 3 clusters Score -1304813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (69916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Entering Unmasked Estep 
Score: -9781946.000000 Penalty: 2766.452393
	Iteration 0F: 2 clusters Score -9781946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -9735075.000000 Penalty: 5532.904785
	Iteration 0F: 3 clusters Score -9735075 nChanged 32761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -9753843.000000 Penalty: 5532.904785
	Iteration 1F: 3 clusters Score -9753843 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -9755086.000000 Penalty: 5532.904785
	Iteration 2Q: 3 clusters Score -9755086 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -9756691.000000 Penalty: 5532.904785
	Iteration 3Q: 3 clusters Score -9756691 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -9758690.000000 Penalty: 5532.904785
	Iteration 4F: 3 clusters Score -9758690 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -9761151.000000 Penalty: 5532.904785
	Iteration 5F: 3 clusters Score -9761151 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -9763876.000000 Penalty: 5532.904785
	Iteration 6F: 3 clusters Score -9763876 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -9766697.000000 Penalty: 5532.904785
	Iteration 7F: 3 clusters Score -9766697 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -9769246.000000 Penalty: 5532.904785
	Iteration 8F: 3 clusters Score -9769246 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -9771212.000000 Penalty: 5532.904785
	Iteration 9Q: 3 clusters Score -9771212 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -9772425.000000 Penalty: 5532.904785
	Iteration 10Q: 3 clusters Score -9772425 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -9773320.000000 Penalty: 5532.904785
	Iteration 11Q: 3 clusters Score -9773320 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -9774213.000000 Penalty: 5532.904785
	Iteration 12Q: 3 clusters Score -9774213 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -9775063.000000 Penalty: 5532.904785
	Iteration 13Q: 3 clusters Score -9775063 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -9775952.000000 Penalty: 5532.904785
	Iteration 14Q: 3 clusters Score -9775952 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -9776739.000000 Penalty: 5532.904785
	Iteration 15Q: 3 clusters Score -9776739 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -9777474.000000 Penalty: 5532.904785
	Iteration 16Q: 3 clusters Score -9777474 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -9778020.000000 Penalty: 5532.904785
	Iteration 17Q: 3 clusters Score -9778020 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 56367 members 
Entering Unmasked Estep 
Score: -9778425.000000 Penalty: 5532.904785
	Iteration 18Q: 3 clusters Score -9778425 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -9778808.000000 Penalty: 5532.904785
	Iteration 19Q: 3 clusters Score -9778808 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 57978 members 
Entering Unmasked Estep 
Score: -9779085.000000 Penalty: 5532.904785
	Iteration 20F: 3 clusters Score -9779085 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 58595 members 
Entering Unmasked Estep 
Score: -9779259.000000 Penalty: 5532.904785
	Iteration 21Q: 3 clusters Score -9779259 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 59119 members 
Entering Unmasked Estep 
Score: -9779387.000000 Penalty: 5532.904785
	Iteration 22Q: 3 clusters Score -9779387 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 59521 members 
Entering Unmasked Estep 
Score: -9779493.000000 Penalty: 5532.904785
	Iteration 23Q: 3 clusters Score -9779493 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
Score: -9779604.000000 Penalty: 5532.904785
	Iteration 24Q: 3 clusters Score -9779604 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -9779643.000000 Penalty: 5532.904785
	Iteration 25Q: 3 clusters Score -9779643 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -9779713.000000 Penalty: 5532.904785
	Iteration 26Q: 3 clusters Score -9779713 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -9779771.000000 Penalty: 5532.904785
	Iteration 27Q: 3 clusters Score -9779771 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -9779813.000000 Penalty: 5532.904785
	Iteration 28Q: 3 clusters Score -9779813 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -9779847.000000 Penalty: 5532.904785
	Iteration 29Q: 3 clusters Score -9779847 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 61484 members 
Entering Unmasked Estep 
Score: -9779889.000000 Penalty: 5532.904785
	Iteration 30Q: 3 clusters Score -9779889 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 61661 members 
Entering Unmasked Estep 
Score: -9779907.000000 Penalty: 5532.904785
	Iteration 31Q: 3 clusters Score -9779907 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -9779928.000000 Penalty: 5532.904785
	Iteration 32Q: 3 clusters Score -9779928 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 61929 members 
Entering Unmasked Estep 
Score: -9779934.000000 Penalty: 5532.904785
	Iteration 33Q: 3 clusters Score -9779934 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -9779931.000000 Penalty: 5532.904785
	Iteration 34Q: 3 clusters Score -9779931 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 62157 members 
Entering Unmasked Estep 
Score: -9779947.000000 Penalty: 5532.904785
	Iteration 35Q: 3 clusters Score -9779947 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -9779948.000000 Penalty: 5532.904785
	Iteration 36Q: 3 clusters Score -9779948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 62316 members 
Entering Unmasked Estep 
Score: -9779949.000000 Penalty: 5532.904785
	Iteration 37Q: 3 clusters Score -9779949 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -9779978.000000 Penalty: 5532.904785
	Iteration 38Q: 3 clusters Score -9779978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -9779981.000000 Penalty: 5532.904785
	Iteration 39Q: 3 clusters Score -9779981 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
Score: -9779971.000000 Penalty: 5532.904785
	Iteration 40F: 3 clusters Score -9779971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -9779986.000000 Penalty: 5532.904785
	Iteration 41Q: 3 clusters Score -9779986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
Score: -9779966.000000 Penalty: 5532.904785
	Iteration 42Q: 3 clusters Score -9779966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 62595 members 
Entering Unmasked Estep 
Score: -9779978.000000 Penalty: 5532.904785
	Iteration 43Q: 3 clusters Score -9779978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 62620 members 
Entering Unmasked Estep 
Score: -9779979.000000 Penalty: 5532.904785
	Iteration 44Q: 3 clusters Score -9779979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
Score: -9779974.000000 Penalty: 5532.904785
	Iteration 45Q: 3 clusters Score -9779974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 62656 members 
Entering Unmasked Estep 
Score: -9779961.000000 Penalty: 5532.904785
	Iteration 46Q: 3 clusters Score -9779961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -9779967.000000 Penalty: 5532.904785
	Iteration 47Q: 3 clusters Score -9779967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -9779965.000000 Penalty: 5532.904785
	Iteration 48Q: 3 clusters Score -9779965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 62710 members 
Entering Unmasked Estep 
Score: -9779992.000000 Penalty: 5532.904785
	Iteration 49Q: 3 clusters Score -9779992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 62733 members 
Entering Unmasked Estep 
Score: -9779984.000000 Penalty: 5532.904785
	Iteration 50Q: 3 clusters Score -9779984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -9779980.000000 Penalty: 5532.904785
	Iteration 51Q: 3 clusters Score -9779980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -9779989.000000 Penalty: 5532.904785
	Iteration 52Q: 3 clusters Score -9779989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 62802 members 
Entering Unmasked Estep 
Score: -9779978.000000 Penalty: 5532.904785
	Iteration 53Q: 3 clusters Score -9779978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -9779971.000000 Penalty: 5532.904785
	Iteration 54Q: 3 clusters Score -9779971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 62835 members 
Entering Unmasked Estep 
Score: -9779967.000000 Penalty: 5532.904785
	Iteration 55Q: 3 clusters Score -9779967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 62854 members 
Entering Unmasked Estep 
Score: -9779972.000000 Penalty: 5532.904785
	Iteration 56Q: 3 clusters Score -9779972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -9779959.000000 Penalty: 5532.904785
	Iteration 57Q: 3 clusters Score -9779959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -9779956.000000 Penalty: 5532.904785
	Iteration 58Q: 3 clusters Score -9779956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -9779960.000000 Penalty: 5532.904785
	Iteration 59Q: 3 clusters Score -9779960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -9779961.000000 Penalty: 5532.904785
	Iteration 60F: 3 clusters Score -9779961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -9779957.000000 Penalty: 5532.904785
	Iteration 61Q: 3 clusters Score -9779957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 62898 members 
Entering Unmasked Estep 
Score: -9779948.000000 Penalty: 5532.904785
	Iteration 62Q: 3 clusters Score -9779948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -9779947.000000 Penalty: 5532.904785
	Iteration 63Q: 3 clusters Score -9779947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -9779948.000000 Penalty: 5532.904785
	Iteration 64Q: 3 clusters Score -9779948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -9779955.000000 Penalty: 5532.904785
	Iteration 65Q: 3 clusters Score -9779955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 62908 members 
Entering Unmasked Estep 
Score: -9779953.000000 Penalty: 5532.904785
	Iteration 66Q: 3 clusters Score -9779953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -9779958.000000 Penalty: 5532.904785
	Iteration 67Q: 3 clusters Score -9779958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -9779955.000000 Penalty: 5532.904785
	Iteration 68Q: 3 clusters Score -9779955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -9779955.000000 Penalty: 5532.904785
	Iteration 69F: 3 clusters Score -9779955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (235330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235330 members 
Entering Unmasked Estep 
Score: -32762526.000000 Penalty: 3067.448486
	Iteration 0F: 2 clusters Score -3.276253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117666 members 
Mstep: Class 2 contains 117664 members 
Entering Unmasked Estep 
Score: -32624948.000000 Penalty: 6134.896973
	Iteration 0F: 3 clusters Score -3.262495e+07 nChanged 113578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117920 members 
Mstep: Class 2 contains 117410 members 
Entering Unmasked Estep 
Score: -32691962.000000 Penalty: 6134.896973
	Iteration 1F: 3 clusters Score -3.269196e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118505 members 
Mstep: Class 2 contains 116825 members 
Entering Unmasked Estep 
Score: -32693198.000000 Penalty: 6134.896973
	Iteration 2Q: 3 clusters Score -3.26932e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119524 members 
Mstep: Class 2 contains 115806 members 
Entering Unmasked Estep 
Score: -32694874.000000 Penalty: 6134.896973
	Iteration 3Q: 3 clusters Score -3.269487e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121154 members 
Mstep: Class 2 contains 114176 members 
Entering Unmasked Estep 
Score: -32696944.000000 Penalty: 6134.896973
	Iteration 4Q: 3 clusters Score -3.269694e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123588 members 
Mstep: Class 2 contains 111742 members 
Entering Unmasked Estep 
Score: -32699388.000000 Penalty: 6134.896973
	Iteration 5Q: 3 clusters Score -3.269939e+07 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127199 members 
Mstep: Class 2 contains 108131 members 
Entering Unmasked Estep 
Score: -32702946.000000 Penalty: 6134.896973
	Iteration 6Q: 3 clusters Score -3.270295e+07 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132119 members 
Mstep: Class 2 contains 103211 members 
Entering Unmasked Estep 
Score: -32707612.000000 Penalty: 6134.896973
	Iteration 7Q: 3 clusters Score -3.270761e+07 nChanged 12642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138159 members 
Mstep: Class 2 contains 97171 members 
Entering Unmasked Estep 
Score: -32714332.000000 Penalty: 6134.896973
	Iteration 8F: 3 clusters Score -3.271433e+07 nChanged 13821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144438 members 
Mstep: Class 2 contains 90892 members 
Entering Unmasked Estep 
Score: -32722784.000000 Penalty: 6134.896973
	Iteration 9F: 3 clusters Score -3.272278e+07 nChanged 13857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149467 members 
Mstep: Class 2 contains 85863 members 
Entering Unmasked Estep 
Score: -32731180.000000 Penalty: 6134.896973
	Iteration 10F: 3 clusters Score -3.273118e+07 nChanged 11932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152307 members 
Mstep: Class 2 contains 83023 members 
Entering Unmasked Estep 
Score: -32736024.000000 Penalty: 6134.896973
	Iteration 11F: 3 clusters Score -3.273602e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153567 members 
Mstep: Class 2 contains 81763 members 
Entering Unmasked Estep 
Score: -32738042.000000 Penalty: 6134.896973
	Iteration 12Q: 3 clusters Score -3.273804e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154139 members 
Mstep: Class 2 contains 81191 members 
Entering Unmasked Estep 
Score: -32738534.000000 Penalty: 6134.896973
	Iteration 13Q: 3 clusters Score -3.273853e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154441 members 
Mstep: Class 2 contains 80889 members 
Entering Unmasked Estep 
Score: -32738566.000000 Penalty: 6134.896973
	Iteration 14Q: 3 clusters Score -3.273857e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154413 members 
Mstep: Class 2 contains 80917 members 
Entering Unmasked Estep 
Score: -32738508.000000 Penalty: 6134.896973
	Iteration 15Q: 3 clusters Score -3.273851e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154157 members 
Mstep: Class 2 contains 81173 members 
Entering Unmasked Estep 
Score: -32738578.000000 Penalty: 6134.896973
	Iteration 16Q: 3 clusters Score -3.273858e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153749 members 
Mstep: Class 2 contains 81581 members 
Entering Unmasked Estep 
Score: -32738428.000000 Penalty: 6134.896973
	Iteration 17Q: 3 clusters Score -3.273843e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153077 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -32738442.000000 Penalty: 6134.896973
	Iteration 18Q: 3 clusters Score -3.273844e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152202 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -32738398.000000 Penalty: 6134.896973
	Iteration 19Q: 3 clusters Score -3.27384e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151263 members 
Mstep: Class 2 contains 84067 members 
Entering Unmasked Estep 
Score: -32738314.000000 Penalty: 6134.896973
	Iteration 20F: 3 clusters Score -3.273831e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150248 members 
Mstep: Class 2 contains 85082 members 
Entering Unmasked Estep 
Score: -32738242.000000 Penalty: 6134.896973
	Iteration 21Q: 3 clusters Score -3.273824e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149194 members 
Mstep: Class 2 contains 86136 members 
Entering Unmasked Estep 
Score: -32738312.000000 Penalty: 6134.896973
	Iteration 22Q: 3 clusters Score -3.273831e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148033 members 
Mstep: Class 2 contains 87297 members 
Entering Unmasked Estep 
Score: -32738492.000000 Penalty: 6134.896973
	Iteration 23Q: 3 clusters Score -3.273849e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146793 members 
Mstep: Class 2 contains 88537 members 
Entering Unmasked Estep 
Score: -32738364.000000 Penalty: 6134.896973
	Iteration 24Q: 3 clusters Score -3.273836e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145593 members 
Mstep: Class 2 contains 89737 members 
Entering Unmasked Estep 
Score: -32738516.000000 Penalty: 6134.896973
	Iteration 25Q: 3 clusters Score -3.273852e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144308 members 
Mstep: Class 2 contains 91022 members 
Entering Unmasked Estep 
Score: -32738580.000000 Penalty: 6134.896973
	Iteration 26Q: 3 clusters Score -3.273858e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142943 members 
Mstep: Class 2 contains 92387 members 
Entering Unmasked Estep 
Score: -32738728.000000 Penalty: 6134.896973
	Iteration 27Q: 3 clusters Score -3.273873e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141561 members 
Mstep: Class 2 contains 93769 members 
Entering Unmasked Estep 
Score: -32738800.000000 Penalty: 6134.896973
	Iteration 28Q: 3 clusters Score -3.27388e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140174 members 
Mstep: Class 2 contains 95156 members 
Entering Unmasked Estep 
Score: -32738898.000000 Penalty: 6134.896973
	Iteration 29Q: 3 clusters Score -3.27389e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138818 members 
Mstep: Class 2 contains 96512 members 
Entering Unmasked Estep 
Score: -32738756.000000 Penalty: 6134.896973
	Iteration 30Q: 3 clusters Score -3.273876e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137410 members 
Mstep: Class 2 contains 97920 members 
Entering Unmasked Estep 
Score: -32738866.000000 Penalty: 6134.896973
	Iteration 31Q: 3 clusters Score -3.273887e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135996 members 
Mstep: Class 2 contains 99334 members 
Entering Unmasked Estep 
Score: -32739120.000000 Penalty: 6134.896973
	Iteration 32Q: 3 clusters Score -3.273912e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134493 members 
Mstep: Class 2 contains 100837 members 
Entering Unmasked Estep 
Score: -32739356.000000 Penalty: 6134.896973
	Iteration 33Q: 3 clusters Score -3.273936e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132989 members 
Mstep: Class 2 contains 102341 members 
Entering Unmasked Estep 
Score: -32739306.000000 Penalty: 6134.896973
	Iteration 34Q: 3 clusters Score -3.273931e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131426 members 
Mstep: Class 2 contains 103904 members 
Entering Unmasked Estep 
Score: -32739370.000000 Penalty: 6134.896973
	Iteration 35Q: 3 clusters Score -3.273937e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129813 members 
Mstep: Class 2 contains 105517 members 
Entering Unmasked Estep 
Score: -32739606.000000 Penalty: 6134.896973
	Iteration 36Q: 3 clusters Score -3.273961e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128199 members 
Mstep: Class 2 contains 107131 members 
Entering Unmasked Estep 
Score: -32739694.000000 Penalty: 6134.896973
	Iteration 37Q: 3 clusters Score -3.273969e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126552 members 
Mstep: Class 2 contains 108778 members 
Entering Unmasked Estep 
Score: -32739928.000000 Penalty: 6134.896973
	Iteration 38Q: 3 clusters Score -3.273993e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124880 members 
Mstep: Class 2 contains 110450 members 
Entering Unmasked Estep 
Score: -32739968.000000 Penalty: 6134.896973
	Iteration 39Q: 3 clusters Score -3.273997e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123104 members 
Mstep: Class 2 contains 112226 members 
Entering Unmasked Estep 
Score: -32740126.000000 Penalty: 6134.896973
	Iteration 40F: 3 clusters Score -3.274013e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121226 members 
Mstep: Class 2 contains 114104 members 
Entering Unmasked Estep 
Score: -32740222.000000 Penalty: 6134.896973
	Iteration 41Q: 3 clusters Score -3.274022e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119238 members 
Mstep: Class 2 contains 116092 members 
Entering Unmasked Estep 
Score: -32740426.000000 Penalty: 6134.896973
	Iteration 42Q: 3 clusters Score -3.274043e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117142 members 
Mstep: Class 2 contains 118188 members 
Entering Unmasked Estep 
Score: -32740552.000000 Penalty: 6134.896973
	Iteration 43Q: 3 clusters Score -3.274055e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114976 members 
Mstep: Class 2 contains 120354 members 
Entering Unmasked Estep 
Score: -32740622.000000 Penalty: 6134.896973
	Iteration 44Q: 3 clusters Score -3.274062e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112654 members 
Mstep: Class 2 contains 122676 members 
Entering Unmasked Estep 
Score: -32740726.000000 Penalty: 6134.896973
	Iteration 45Q: 3 clusters Score -3.274073e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110341 members 
Mstep: Class 2 contains 124989 members 
Entering Unmasked Estep 
Score: -32740834.000000 Penalty: 6134.896973
	Iteration 46Q: 3 clusters Score -3.274083e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107890 members 
Mstep: Class 2 contains 127440 members 
Entering Unmasked Estep 
Score: -32740830.000000 Penalty: 6134.896973
	Iteration 47Q: 3 clusters Score -3.274083e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105248 members 
Mstep: Class 2 contains 130082 members 
Entering Unmasked Estep 
Score: -32740972.000000 Penalty: 6134.896973
	Iteration 48Q: 3 clusters Score -3.274097e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102309 members 
Mstep: Class 2 contains 133021 members 
Entering Unmasked Estep 
Score: -32741016.000000 Penalty: 6134.896973
	Iteration 49Q: 3 clusters Score -3.274102e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98839 members 
Mstep: Class 2 contains 136491 members 
Entering Unmasked Estep 
Score: -32741376.000000 Penalty: 6134.896973
	Iteration 50Q: 3 clusters Score -3.274138e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94808 members 
Mstep: Class 2 contains 140522 members 
Entering Unmasked Estep 
Score: -32741498.000000 Penalty: 6134.896973
	Iteration 51Q: 3 clusters Score -3.27415e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90024 members 
Mstep: Class 2 contains 145306 members 
Entering Unmasked Estep 
Score: -32741868.000000 Penalty: 6134.896973
	Iteration 52Q: 3 clusters Score -3.274187e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84492 members 
Mstep: Class 2 contains 150838 members 
Entering Unmasked Estep 
Score: -32742554.000000 Penalty: 6134.896973
	Iteration 53Q: 3 clusters Score -3.274255e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77934 members 
Mstep: Class 2 contains 157396 members 
Entering Unmasked Estep 
Score: -32743102.000000 Penalty: 6134.896973
	Iteration 54Q: 3 clusters Score -3.27431e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70387 members 
Mstep: Class 2 contains 164943 members 
Entering Unmasked Estep 
Score: -32744004.000000 Penalty: 6134.896973
	Iteration 55Q: 3 clusters Score -3.2744e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 173549 members 
Entering Unmasked Estep 
Score: -32744442.000000 Penalty: 6134.896973
	Iteration 56Q: 3 clusters Score -3.274444e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 182545 members 
Entering Unmasked Estep 
Score: -32745090.000000 Penalty: 6134.896973
	Iteration 57Q: 3 clusters Score -3.274509e+07 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 190878 members 
Entering Unmasked Estep 
Score: -32745526.000000 Penalty: 6134.896973
	Iteration 58Q: 3 clusters Score -3.274553e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 198244 members 
Entering Unmasked Estep 
Score: -32745878.000000 Penalty: 6134.896973
	Iteration 59Q: 3 clusters Score -3.274588e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 204491 members 
Entering Unmasked Estep 
Score: -32748362.000000 Penalty: 6134.896973
	Iteration 60F: 3 clusters Score -3.274836e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 212235 members 
Entering Unmasked Estep 
Score: -32749384.000000 Penalty: 6134.896973
	Iteration 61Q: 3 clusters Score -3.274938e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 218014 members 
Entering Unmasked Estep 
Score: -32751694.000000 Penalty: 6134.896973
	Iteration 62Q: 3 clusters Score -3.275169e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 222180 members 
Entering Unmasked Estep 
Score: -32753284.000000 Penalty: 6134.896973
	Iteration 63Q: 3 clusters Score -3.275328e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 225172 members 
Entering Unmasked Estep 
Score: -32755844.000000 Penalty: 6134.896973
	Iteration 64Q: 3 clusters Score -3.275584e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 227386 members 
Entering Unmasked Estep 
Score: -32757568.000000 Penalty: 6134.896973
	Iteration 65Q: 3 clusters Score -3.275757e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 229026 members 
Entering Unmasked Estep 
Score: -32758508.000000 Penalty: 6134.896973
	Iteration 66Q: 3 clusters Score -3.275851e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 230247 members 
Entering Unmasked Estep 
Score: -32759162.000000 Penalty: 6134.896973
	Iteration 67Q: 3 clusters Score -3.275916e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 231144 members 
Entering Unmasked Estep 
Score: -32759542.000000 Penalty: 6134.896973
	Iteration 68Q: 3 clusters Score -3.275954e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 231815 members 
Entering Unmasked Estep 
Score: -32759848.000000 Penalty: 6134.896973
	Iteration 69Q: 3 clusters Score -3.275985e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 232313 members 
Entering Unmasked Estep 
Score: -32760032.000000 Penalty: 6134.896973
	Iteration 70Q: 3 clusters Score -3.276003e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 232680 members 
Entering Unmasked Estep 
Score: -32760172.000000 Penalty: 6134.896973
	Iteration 71Q: 3 clusters Score -3.276017e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 232961 members 
Entering Unmasked Estep 
Score: -32760272.000000 Penalty: 6134.896973
	Iteration 72Q: 3 clusters Score -3.276027e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 233193 members 
Entering Unmasked Estep 
Score: -32760390.000000 Penalty: 6134.896973
	Iteration 73Q: 3 clusters Score -3.276039e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 233346 members 
Entering Unmasked Estep 
Score: -32760438.000000 Penalty: 6134.896973
	Iteration 74Q: 3 clusters Score -3.276044e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 233464 members 
Entering Unmasked Estep 
Score: -32760470.000000 Penalty: 6134.896973
	Iteration 75Q: 3 clusters Score -3.276047e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 233564 members 
Entering Unmasked Estep 
Score: -32760496.000000 Penalty: 6134.896973
	Iteration 76Q: 3 clusters Score -3.27605e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 233646 members 
Entering Unmasked Estep 
Score: -32760504.000000 Penalty: 6134.896973
	Iteration 77Q: 3 clusters Score -3.27605e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 233719 members 
Entering Unmasked Estep 
Score: -32760530.000000 Penalty: 6134.896973
	Iteration 78Q: 3 clusters Score -3.276053e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 233784 members 
Entering Unmasked Estep 
Score: -32760582.000000 Penalty: 6134.896973
	Iteration 79Q: 3 clusters Score -3.276058e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 233833 members 
Entering Unmasked Estep 
Score: -32760642.000000 Penalty: 6134.896973
	Iteration 80F: 3 clusters Score -3.276064e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 233877 members 
Entering Unmasked Estep 
Score: -32760592.000000 Penalty: 6134.896973
	Iteration 81Q: 3 clusters Score -3.276059e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 233905 members 
Entering Unmasked Estep 
Score: -32760620.000000 Penalty: 6134.896973
	Iteration 82Q: 3 clusters Score -3.276062e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 233940 members 
Entering Unmasked Estep 
Score: -32760614.000000 Penalty: 6134.896973
	Iteration 83Q: 3 clusters Score -3.276061e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 233964 members 
Entering Unmasked Estep 
Score: -32760638.000000 Penalty: 6134.896973
	Iteration 84Q: 3 clusters Score -3.276064e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 233988 members 
Entering Unmasked Estep 
Score: -32760640.000000 Penalty: 6134.896973
	Iteration 85Q: 3 clusters Score -3.276064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 234002 members 
Entering Unmasked Estep 
Score: -32760648.000000 Penalty: 6134.896973
	Iteration 86Q: 3 clusters Score -3.276065e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 234015 members 
Entering Unmasked Estep 
Score: -32760638.000000 Penalty: 6134.896973
	Iteration 87Q: 3 clusters Score -3.276064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 234021 members 
Entering Unmasked Estep 
Score: -32760644.000000 Penalty: 6134.896973
	Iteration 88Q: 3 clusters Score -3.276064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 234029 members 
Entering Unmasked Estep 
Score: -32760642.000000 Penalty: 6134.896973
	Iteration 89Q: 3 clusters Score -3.276064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 234037 members 
Entering Unmasked Estep 
Score: -32760658.000000 Penalty: 6134.896973
	Iteration 90Q: 3 clusters Score -3.276066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 234043 members 
Entering Unmasked Estep 
Score: -32760656.000000 Penalty: 6134.896973
	Iteration 91Q: 3 clusters Score -3.276066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 234049 members 
Entering Unmasked Estep 
Score: -32760658.000000 Penalty: 6134.896973
	Iteration 92Q: 3 clusters Score -3.276066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 234054 members 
Entering Unmasked Estep 
Score: -32760658.000000 Penalty: 6134.896973
	Iteration 93Q: 3 clusters Score -3.276066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 234058 members 
Entering Unmasked Estep 
Score: -32760664.000000 Penalty: 6134.896973
	Iteration 94Q: 3 clusters Score -3.276066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 234061 members 
Entering Unmasked Estep 
Score: -32760636.000000 Penalty: 6134.896973
	Iteration 95Q: 3 clusters Score -3.276064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 234066 members 
Entering Unmasked Estep 
Score: -32760628.000000 Penalty: 6134.896973
	Iteration 96Q: 3 clusters Score -3.276063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 234070 members 
Entering Unmasked Estep 
Score: -32760634.000000 Penalty: 6134.896973
	Iteration 97Q: 3 clusters Score -3.276063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 234077 members 
Entering Unmasked Estep 
Score: -32760636.000000 Penalty: 6134.896973
	Iteration 98Q: 3 clusters Score -3.276064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 234080 members 
Entering Unmasked Estep 
Score: -32760632.000000 Penalty: 6134.896973
	Iteration 99Q: 3 clusters Score -3.276063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 234083 members 
Entering Unmasked Estep 
Score: -32760628.000000 Penalty: 6134.896973
	Iteration 100F: 3 clusters Score -3.276063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 234085 members 
Entering Unmasked Estep 
Score: -32760620.000000 Penalty: 6134.896973
	Iteration 101Q: 3 clusters Score -3.276062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 234086 members 
Entering Unmasked Estep 
Score: -32760620.000000 Penalty: 6134.896973
	Iteration 102Q: 3 clusters Score -3.276062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 234087 members 
Entering Unmasked Estep 
Score: -32760622.000000 Penalty: 6134.896973
	Iteration 103Q: 3 clusters Score -3.276062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 234087 members 
Entering Unmasked Estep 
Score: -32760622.000000 Penalty: 6134.896973
	Iteration 104F: 3 clusters Score -3.276062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Entering Unmasked Estep 
Score: -5720931.000000 Penalty: 2642.240479
	Iteration 0F: 2 clusters Score -5720931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -5692304.500000 Penalty: 5284.480957
	Iteration 0F: 3 clusters Score -5692304 nChanged 19408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -5702927.000000 Penalty: 5284.480957
	Iteration 1F: 3 clusters Score -5702927 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -5703516.500000 Penalty: 5284.480957
	Iteration 2Q: 3 clusters Score -5703516 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -5704094.000000 Penalty: 5284.480957
	Iteration 3Q: 3 clusters Score -5704094 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -5704704.500000 Penalty: 5284.480957
	Iteration 4Q: 3 clusters Score -5704704 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -5705320.000000 Penalty: 5284.480957
	Iteration 5Q: 3 clusters Score -5705320 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -5705946.500000 Penalty: 5284.480957
	Iteration 6Q: 3 clusters Score -5705946 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -5706780.500000 Penalty: 5284.480957
	Iteration 7Q: 3 clusters Score -5706780 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -5707824.500000 Penalty: 5284.480957
	Iteration 8Q: 3 clusters Score -5707824 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -5709188.000000 Penalty: 5284.480957
	Iteration 9Q: 3 clusters Score -5709188 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -5710776.500000 Penalty: 5284.480957
	Iteration 10F: 3 clusters Score -5710776 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -5712405.000000 Penalty: 5284.480957
	Iteration 11F: 3 clusters Score -5712405 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -5713806.500000 Penalty: 5284.480957
	Iteration 12Q: 3 clusters Score -5713806 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -5714861.500000 Penalty: 5284.480957
	Iteration 13Q: 3 clusters Score -5714862 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -5715698.500000 Penalty: 5284.480957
	Iteration 14Q: 3 clusters Score -5715698 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -5716288.000000 Penalty: 5284.480957
	Iteration 15Q: 3 clusters Score -5716288 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -5716840.500000 Penalty: 5284.480957
	Iteration 16Q: 3 clusters Score -5716840 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -5717301.000000 Penalty: 5284.480957
	Iteration 17Q: 3 clusters Score -5717301 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -5717621.000000 Penalty: 5284.480957
	Iteration 18Q: 3 clusters Score -5717621 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -5717857.500000 Penalty: 5284.480957
	Iteration 19Q: 3 clusters Score -5717858 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -5718052.500000 Penalty: 5284.480957
	Iteration 20F: 3 clusters Score -5718052 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -5718192.500000 Penalty: 5284.480957
	Iteration 21Q: 3 clusters Score -5718192 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -5718293.500000 Penalty: 5284.480957
	Iteration 22Q: 3 clusters Score -5718294 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -5718370.500000 Penalty: 5284.480957
	Iteration 23Q: 3 clusters Score -5718370 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -5718418.000000 Penalty: 5284.480957
	Iteration 24Q: 3 clusters Score -5718418 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -5718463.000000 Penalty: 5284.480957
	Iteration 25Q: 3 clusters Score -5718463 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -5718504.500000 Penalty: 5284.480957
	Iteration 26Q: 3 clusters Score -5718504 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -5718532.500000 Penalty: 5284.480957
	Iteration 27Q: 3 clusters Score -5718532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -5718554.000000 Penalty: 5284.480957
	Iteration 28Q: 3 clusters Score -5718554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -5718574.500000 Penalty: 5284.480957
	Iteration 29Q: 3 clusters Score -5718574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -5718588.000000 Penalty: 5284.480957
	Iteration 30Q: 3 clusters Score -5718588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -5718604.500000 Penalty: 5284.480957
	Iteration 31Q: 3 clusters Score -5718604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -5718611.000000 Penalty: 5284.480957
	Iteration 32Q: 3 clusters Score -5718611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -5718621.000000 Penalty: 5284.480957
	Iteration 33Q: 3 clusters Score -5718621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -5718627.500000 Penalty: 5284.480957
	Iteration 34Q: 3 clusters Score -5718628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -5718639.000000 Penalty: 5284.480957
	Iteration 35Q: 3 clusters Score -5718639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -5718637.000000 Penalty: 5284.480957
	Iteration 36Q: 3 clusters Score -5718637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -5718645.000000 Penalty: 5284.480957
	Iteration 37Q: 3 clusters Score -5718645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -5718652.500000 Penalty: 5284.480957
	Iteration 38Q: 3 clusters Score -5718652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -5718658.500000 Penalty: 5284.480957
	Iteration 39Q: 3 clusters Score -5718658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -5718655.000000 Penalty: 5284.480957
	Iteration 40F: 3 clusters Score -5718655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -5718656.000000 Penalty: 5284.480957
	Iteration 41Q: 3 clusters Score -5718656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -5718659.500000 Penalty: 5284.480957
	Iteration 42Q: 3 clusters Score -5718660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -5718660.000000 Penalty: 5284.480957
	Iteration 43Q: 3 clusters Score -5718660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -5718664.000000 Penalty: 5284.480957
	Iteration 44Q: 3 clusters Score -5718664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -5718667.000000 Penalty: 5284.480957
	Iteration 45Q: 3 clusters Score -5718667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -5718674.000000 Penalty: 5284.480957
	Iteration 46Q: 3 clusters Score -5718674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -5718683.500000 Penalty: 5284.480957
	Iteration 47Q: 3 clusters Score -5718684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -5718690.000000 Penalty: 5284.480957
	Iteration 48Q: 3 clusters Score -5718690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -5718692.500000 Penalty: 5284.480957
	Iteration 49Q: 3 clusters Score -5718692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -5718702.000000 Penalty: 5284.480957
	Iteration 50Q: 3 clusters Score -5718702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -5718701.000000 Penalty: 5284.480957
	Iteration 51Q: 3 clusters Score -5718701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -5718698.500000 Penalty: 5284.480957
	Iteration 52Q: 3 clusters Score -5718698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -5718703.500000 Penalty: 5284.480957
	Iteration 53Q: 3 clusters Score -5718704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -5718707.500000 Penalty: 5284.480957
	Iteration 54Q: 3 clusters Score -5718708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -5718707.500000 Penalty: 5284.480957
	Iteration 55Q: 3 clusters Score -5718708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -5718713.000000 Penalty: 5284.480957
	Iteration 56Q: 3 clusters Score -5718713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -5718716.000000 Penalty: 5284.480957
	Iteration 57Q: 3 clusters Score -5718716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -5718712.500000 Penalty: 5284.480957
	Iteration 58Q: 3 clusters Score -5718712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -5718712.500000 Penalty: 5284.480957
	Iteration 59Q: 3 clusters Score -5718712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -5718714.500000 Penalty: 5284.480957
	Iteration 60F: 3 clusters Score -5718714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -5718714.500000 Penalty: 5284.480957
	Iteration 61Q: 3 clusters Score -5718714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -5718714.000000 Penalty: 5284.480957
	Iteration 62Q: 3 clusters Score -5718714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -5718714.000000 Penalty: 5284.480957
	Iteration 63F: 3 clusters Score -5718714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -100984.468750 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -100984.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -99236.734375 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -99236.73 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -99459.804688 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -99459.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -99514.210938 Penalty: 3286.194580
	Iteration 2Q: 3 clusters Score -99514.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -99551.257812 Penalty: 3286.194580
	Iteration 3Q: 3 clusters Score -99551.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -99571.804688 Penalty: 3286.194580
	Iteration 4Q: 3 clusters Score -99571.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -99589.218750 Penalty: 3286.194580
	Iteration 5Q: 3 clusters Score -99589.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -99597.828125 Penalty: 3286.194580
	Iteration 6Q: 3 clusters Score -99597.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -99603.859375 Penalty: 3286.194580
	Iteration 7Q: 3 clusters Score -99603.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -99606.382812 Penalty: 3286.194580
	Iteration 8Q: 3 clusters Score -99606.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -99610.234375 Penalty: 3286.194580
	Iteration 9Q: 3 clusters Score -99610.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -99610.234375 Penalty: 3286.194580
	Iteration 10F: 3 clusters Score -99610.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Entering Unmasked Estep 
Score: -171274.312500 Penalty: 1784.034180
	Iteration 0F: 2 clusters Score -171274.3 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 695 members 
Entering Unmasked Estep 
Score: -169088.125000 Penalty: 3568.068359
	Iteration 0F: 3 clusters Score -169088.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -169539.203125 Penalty: 3568.068359
	Iteration 1F: 3 clusters Score -169539.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -169750.140625 Penalty: 3568.068359
	Iteration 2F: 3 clusters Score -169750.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -169870.031250 Penalty: 3568.068359
	Iteration 3F: 3 clusters Score -169870 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -169940.250000 Penalty: 3568.068359
	Iteration 4Q: 3 clusters Score -169940.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -169989.609375 Penalty: 3568.068359
	Iteration 5Q: 3 clusters Score -169989.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -170028.359375 Penalty: 3568.068359
	Iteration 6Q: 3 clusters Score -170028.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -170059.359375 Penalty: 3568.068359
	Iteration 7Q: 3 clusters Score -170059.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -170077.000000 Penalty: 3568.068359
	Iteration 8Q: 3 clusters Score -170077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -170105.812500 Penalty: 3568.068359
	Iteration 9Q: 3 clusters Score -170105.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -170123.671875 Penalty: 3568.068359
	Iteration 10Q: 3 clusters Score -170123.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -170143.406250 Penalty: 3568.068359
	Iteration 11Q: 3 clusters Score -170143.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -170160.234375 Penalty: 3568.068359
	Iteration 12Q: 3 clusters Score -170160.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -170181.171875 Penalty: 3568.068359
	Iteration 13Q: 3 clusters Score -170181.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -170210.437500 Penalty: 3568.068359
	Iteration 14Q: 3 clusters Score -170210.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -170229.828125 Penalty: 3568.068359
	Iteration 15Q: 3 clusters Score -170229.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -170236.328125 Penalty: 3568.068359
	Iteration 16Q: 3 clusters Score -170236.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -170245.015625 Penalty: 3568.068359
	Iteration 17Q: 3 clusters Score -170245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -170251.984375 Penalty: 3568.068359
	Iteration 18Q: 3 clusters Score -170252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -170256.390625 Penalty: 3568.068359
	Iteration 19Q: 3 clusters Score -170256.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -170258.734375 Penalty: 3568.068359
	Iteration 20F: 3 clusters Score -170258.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -170259.015625 Penalty: 3568.068359
	Iteration 21Q: 3 clusters Score -170259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -170259.015625 Penalty: 3568.068359
	Iteration 22F: 3 clusters Score -170259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Entering Unmasked Estep 
Score: -2056153.875000 Penalty: 2385.841553
	Iteration 0F: 2 clusters Score -2056154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2045297.500000 Penalty: 4771.683105
	Iteration 0F: 3 clusters Score -2045298 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2048703.750000 Penalty: 4771.683105
	Iteration 1F: 3 clusters Score -2048704 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2049150.625000 Penalty: 4771.683105
	Iteration 2F: 3 clusters Score -2049151 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2049649.750000 Penalty: 4771.683105
	Iteration 3F: 3 clusters Score -2049650 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2050174.375000 Penalty: 4771.683105
	Iteration 4F: 3 clusters Score -2050174 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2050701.500000 Penalty: 4771.683105
	Iteration 5F: 3 clusters Score -2050702 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2051238.875000 Penalty: 4771.683105
	Iteration 6F: 3 clusters Score -2051239 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2051784.375000 Penalty: 4771.683105
	Iteration 7F: 3 clusters Score -2051784 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2052346.500000 Penalty: 4771.683105
	Iteration 8F: 3 clusters Score -2052346 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2052854.250000 Penalty: 4771.683105
	Iteration 9Q: 3 clusters Score -2052854 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2053284.875000 Penalty: 4771.683105
	Iteration 10Q: 3 clusters Score -2053285 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2053654.250000 Penalty: 4771.683105
	Iteration 11Q: 3 clusters Score -2053654 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2053990.875000 Penalty: 4771.683105
	Iteration 12Q: 3 clusters Score -2053991 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2054254.625000 Penalty: 4771.683105
	Iteration 13Q: 3 clusters Score -2054255 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2054441.125000 Penalty: 4771.683105
	Iteration 14Q: 3 clusters Score -2054441 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2054532.750000 Penalty: 4771.683105
	Iteration 15Q: 3 clusters Score -2054533 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2054577.500000 Penalty: 4771.683105
	Iteration 16Q: 3 clusters Score -2054578 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2054613.750000 Penalty: 4771.683105
	Iteration 17Q: 3 clusters Score -2054614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2054638.000000 Penalty: 4771.683105
	Iteration 18Q: 3 clusters Score -2054638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2054643.500000 Penalty: 4771.683105
	Iteration 19Q: 3 clusters Score -2054644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2054653.875000 Penalty: 4771.683105
	Iteration 20F: 3 clusters Score -2054654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2054663.875000 Penalty: 4771.683105
	Iteration 21Q: 3 clusters Score -2054664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2054667.000000 Penalty: 4771.683105
	Iteration 22Q: 3 clusters Score -2054667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2054677.125000 Penalty: 4771.683105
	Iteration 23Q: 3 clusters Score -2054677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2054678.875000 Penalty: 4771.683105
	Iteration 24Q: 3 clusters Score -2054679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2054685.250000 Penalty: 4771.683105
	Iteration 25Q: 3 clusters Score -2054685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2054686.875000 Penalty: 4771.683105
	Iteration 26Q: 3 clusters Score -2054687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2054688.375000 Penalty: 4771.683105
	Iteration 27Q: 3 clusters Score -2054688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2054691.875000 Penalty: 4771.683105
	Iteration 28Q: 3 clusters Score -2054692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2054693.000000 Penalty: 4771.683105
	Iteration 29Q: 3 clusters Score -2054693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2054691.125000 Penalty: 4771.683105
	Iteration 30Q: 3 clusters Score -2054691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2054691.875000 Penalty: 4771.683105
	Iteration 31Q: 3 clusters Score -2054692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2054693.875000 Penalty: 4771.683105
	Iteration 32Q: 3 clusters Score -2054694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2054694.000000 Penalty: 4771.683105
	Iteration 33Q: 3 clusters Score -2054694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2054697.875000 Penalty: 4771.683105
	Iteration 34Q: 3 clusters Score -2054698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2054696.375000 Penalty: 4771.683105
	Iteration 35Q: 3 clusters Score -2054696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2054696.875000 Penalty: 4771.683105
	Iteration 36Q: 3 clusters Score -2054697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2054696.875000 Penalty: 4771.683105
	Iteration 37F: 3 clusters Score -2054697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Entering Unmasked Estep 
Score: -1820771.000000 Penalty: 2354.029541
	Iteration 0F: 2 clusters Score -1820771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1810955.250000 Penalty: 4708.059082
	Iteration 0F: 3 clusters Score -1810955 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1813985.625000 Penalty: 4708.059082
	Iteration 1F: 3 clusters Score -1813986 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1814450.250000 Penalty: 4708.059082
	Iteration 2F: 3 clusters Score -1814450 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1814888.750000 Penalty: 4708.059082
	Iteration 3F: 3 clusters Score -1814889 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1815295.500000 Penalty: 4708.059082
	Iteration 4F: 3 clusters Score -1815296 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1815717.875000 Penalty: 4708.059082
	Iteration 5F: 3 clusters Score -1815718 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1816185.125000 Penalty: 4708.059082
	Iteration 6F: 3 clusters Score -1816185 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1816688.375000 Penalty: 4708.059082
	Iteration 7F: 3 clusters Score -1816688 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1817240.625000 Penalty: 4708.059082
	Iteration 8F: 3 clusters Score -1817241 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1817700.500000 Penalty: 4708.059082
	Iteration 9F: 3 clusters Score -1817700 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1818133.375000 Penalty: 4708.059082
	Iteration 10Q: 3 clusters Score -1818133 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1818465.250000 Penalty: 4708.059082
	Iteration 11Q: 3 clusters Score -1818465 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1818676.375000 Penalty: 4708.059082
	Iteration 12Q: 3 clusters Score -1818676 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1818802.375000 Penalty: 4708.059082
	Iteration 13Q: 3 clusters Score -1818802 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1818874.125000 Penalty: 4708.059082
	Iteration 14Q: 3 clusters Score -1818874 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1818939.125000 Penalty: 4708.059082
	Iteration 15Q: 3 clusters Score -1818939 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1818989.375000 Penalty: 4708.059082
	Iteration 16Q: 3 clusters Score -1818989 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1819034.625000 Penalty: 4708.059082
	Iteration 17Q: 3 clusters Score -1819035 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1819059.250000 Penalty: 4708.059082
	Iteration 18Q: 3 clusters Score -1819059 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1819090.125000 Penalty: 4708.059082
	Iteration 19Q: 3 clusters Score -1819090 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1819114.500000 Penalty: 4708.059082
	Iteration 20F: 3 clusters Score -1819114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1819130.500000 Penalty: 4708.059082
	Iteration 21Q: 3 clusters Score -1819130 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1819147.000000 Penalty: 4708.059082
	Iteration 22Q: 3 clusters Score -1819147 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1819166.500000 Penalty: 4708.059082
	Iteration 23Q: 3 clusters Score -1819166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1819179.375000 Penalty: 4708.059082
	Iteration 24Q: 3 clusters Score -1819179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1819187.875000 Penalty: 4708.059082
	Iteration 25Q: 3 clusters Score -1819188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1819194.750000 Penalty: 4708.059082
	Iteration 26Q: 3 clusters Score -1819195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1819194.250000 Penalty: 4708.059082
	Iteration 27Q: 3 clusters Score -1819194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1819203.875000 Penalty: 4708.059082
	Iteration 28Q: 3 clusters Score -1819204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1819210.500000 Penalty: 4708.059082
	Iteration 29Q: 3 clusters Score -1819210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1819219.000000 Penalty: 4708.059082
	Iteration 30Q: 3 clusters Score -1819219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1819220.875000 Penalty: 4708.059082
	Iteration 31Q: 3 clusters Score -1819221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1819230.500000 Penalty: 4708.059082
	Iteration 32Q: 3 clusters Score -1819230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1819228.000000 Penalty: 4708.059082
	Iteration 33Q: 3 clusters Score -1819228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1819231.250000 Penalty: 4708.059082
	Iteration 34Q: 3 clusters Score -1819231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1819232.125000 Penalty: 4708.059082
	Iteration 35Q: 3 clusters Score -1819232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1819230.875000 Penalty: 4708.059082
	Iteration 36Q: 3 clusters Score -1819231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1819232.000000 Penalty: 4708.059082
	Iteration 37Q: 3 clusters Score -1819232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1819233.125000 Penalty: 4708.059082
	Iteration 38Q: 3 clusters Score -1819233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1819233.500000 Penalty: 4708.059082
	Iteration 39Q: 3 clusters Score -1819234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1819236.375000 Penalty: 4708.059082
	Iteration 40F: 3 clusters Score -1819236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -71450.031250 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -71450.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70000.382812 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -70000.38 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70276.203125 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -70276.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70386.750000 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -70386.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70424.250000 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -70424.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -70436.289062 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -70436.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70460.968750 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -70460.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -70478.351562 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -70478.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -70485.671875 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -70485.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -70525.734375 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -70525.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -70545.804688 Penalty: 3154.348633
	Iteration 9Q: 3 clusters Score -70545.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -70556.125000 Penalty: 3154.348633
	Iteration 10Q: 3 clusters Score -70556.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -70561.960938 Penalty: 3154.348633
	Iteration 11Q: 3 clusters Score -70561.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -70589.468750 Penalty: 3154.348633
	Iteration 12Q: 3 clusters Score -70589.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70618.359375 Penalty: 3154.348633
	Iteration 13Q: 3 clusters Score -70618.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70640.937500 Penalty: 3154.348633
	Iteration 14Q: 3 clusters Score -70640.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -70669.164062 Penalty: 3154.348633
	Iteration 15Q: 3 clusters Score -70669.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -70705.359375 Penalty: 3154.348633
	Iteration 16Q: 3 clusters Score -70705.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70726.429688 Penalty: 3154.348633
	Iteration 17Q: 3 clusters Score -70726.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -70752.328125 Penalty: 3154.348633
	Iteration 18Q: 3 clusters Score -70752.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70763.218750 Penalty: 3154.348633
	Iteration 19Q: 3 clusters Score -70763.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70772.445312 Penalty: 3154.348633
	Iteration 20F: 3 clusters Score -70772.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -70777.312500 Penalty: 3154.348633
	Iteration 21Q: 3 clusters Score -70777.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -70784.078125 Penalty: 3154.348633
	Iteration 22Q: 3 clusters Score -70784.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -70787.898438 Penalty: 3154.348633
	Iteration 23Q: 3 clusters Score -70787.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -70787.898438 Penalty: 3154.348633
	Iteration 24F: 3 clusters Score -70787.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Entering Unmasked Estep 
Score: -3703347.500000 Penalty: 2530.445068
	Iteration 0F: 2 clusters Score -3703348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3684859.250000 Penalty: 5060.890137
	Iteration 0F: 3 clusters Score -3684859 nChanged 12069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3691267.250000 Penalty: 5060.890137
	Iteration 1F: 3 clusters Score -3691267 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3691683.000000 Penalty: 5060.890137
	Iteration 2Q: 3 clusters Score -3691683 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -3692016.750000 Penalty: 5060.890137
	Iteration 3Q: 3 clusters Score -3692017 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -3692287.500000 Penalty: 5060.890137
	Iteration 4Q: 3 clusters Score -3692288 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -3692560.000000 Penalty: 5060.890137
	Iteration 5Q: 3 clusters Score -3692560 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -3692844.000000 Penalty: 5060.890137
	Iteration 6Q: 3 clusters Score -3692844 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -3693203.000000 Penalty: 5060.890137
	Iteration 7Q: 3 clusters Score -3693203 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3693715.500000 Penalty: 5060.890137
	Iteration 8Q: 3 clusters Score -3693716 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -3694436.000000 Penalty: 5060.890137
	Iteration 9Q: 3 clusters Score -3694436 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -3695414.500000 Penalty: 5060.890137
	Iteration 10F: 3 clusters Score -3695414 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -3696647.000000 Penalty: 5060.890137
	Iteration 11F: 3 clusters Score -3696647 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3697768.000000 Penalty: 5060.890137
	Iteration 12F: 3 clusters Score -3697768 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -3698686.500000 Penalty: 5060.890137
	Iteration 13Q: 3 clusters Score -3698686 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -3699439.250000 Penalty: 5060.890137
	Iteration 14Q: 3 clusters Score -3699439 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3700020.750000 Penalty: 5060.890137
	Iteration 15Q: 3 clusters Score -3700021 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3700419.250000 Penalty: 5060.890137
	Iteration 16Q: 3 clusters Score -3700419 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3700694.250000 Penalty: 5060.890137
	Iteration 17Q: 3 clusters Score -3700694 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3700886.250000 Penalty: 5060.890137
	Iteration 18Q: 3 clusters Score -3700886 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3700995.000000 Penalty: 5060.890137
	Iteration 19Q: 3 clusters Score -3700995 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3701071.500000 Penalty: 5060.890137
	Iteration 20F: 3 clusters Score -3701072 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3701115.750000 Penalty: 5060.890137
	Iteration 21Q: 3 clusters Score -3701116 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3701145.000000 Penalty: 5060.890137
	Iteration 22Q: 3 clusters Score -3701145 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3701159.250000 Penalty: 5060.890137
	Iteration 23Q: 3 clusters Score -3701159 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3701178.000000 Penalty: 5060.890137
	Iteration 24Q: 3 clusters Score -3701178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3701181.250000 Penalty: 5060.890137
	Iteration 25Q: 3 clusters Score -3701181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3701189.250000 Penalty: 5060.890137
	Iteration 26Q: 3 clusters Score -3701189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3701193.250000 Penalty: 5060.890137
	Iteration 27Q: 3 clusters Score -3701193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3701206.500000 Penalty: 5060.890137
	Iteration 28Q: 3 clusters Score -3701206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3701221.500000 Penalty: 5060.890137
	Iteration 29Q: 3 clusters Score -3701222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3701227.750000 Penalty: 5060.890137
	Iteration 30Q: 3 clusters Score -3701228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3701231.000000 Penalty: 5060.890137
	Iteration 31Q: 3 clusters Score -3701231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3701232.750000 Penalty: 5060.890137
	Iteration 32Q: 3 clusters Score -3701233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3701229.500000 Penalty: 5060.890137
	Iteration 33Q: 3 clusters Score -3701230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3701233.250000 Penalty: 5060.890137
	Iteration 34Q: 3 clusters Score -3701233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3701233.500000 Penalty: 5060.890137
	Iteration 35Q: 3 clusters Score -3701234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3701231.500000 Penalty: 5060.890137
	Iteration 36Q: 3 clusters Score -3701232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3701236.000000 Penalty: 5060.890137
	Iteration 37Q: 3 clusters Score -3701236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3701232.500000 Penalty: 5060.890137
	Iteration 38Q: 3 clusters Score -3701232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3701239.500000 Penalty: 5060.890137
	Iteration 39Q: 3 clusters Score -3701240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3701236.500000 Penalty: 5060.890137
	Iteration 40F: 3 clusters Score -3701236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3701239.250000 Penalty: 5060.890137
	Iteration 41Q: 3 clusters Score -3701239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3701235.250000 Penalty: 5060.890137
	Iteration 42Q: 3 clusters Score -3701235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3701235.000000 Penalty: 5060.890137
	Iteration 43Q: 3 clusters Score -3701235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3701237.000000 Penalty: 5060.890137
	Iteration 44Q: 3 clusters Score -3701237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3701236.750000 Penalty: 5060.890137
	Iteration 45Q: 3 clusters Score -3701237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3701239.750000 Penalty: 5060.890137
	Iteration 46Q: 3 clusters Score -3701240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3701239.000000 Penalty: 5060.890137
	Iteration 47Q: 3 clusters Score -3701239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3701241.250000 Penalty: 5060.890137
	Iteration 48Q: 3 clusters Score -3701241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3701241.250000 Penalty: 5060.890137
	Iteration 49F: 3 clusters Score -3701241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -75330.187500 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -75330.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73743.726562 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -73743.73 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -73976.125000 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -73976.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -74025.875000 Penalty: 3191.535156
	Iteration 2Q: 3 clusters Score -74025.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74063.078125 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -74063.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74097.757812 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -74097.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74127.156250 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -74127.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74163.921875 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -74163.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74192.101562 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -74192.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74214.609375 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -74214.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -74235.109375 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -74235.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -74247.171875 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -74247.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -74257.070312 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -74257.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -74269.734375 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -74269.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74296.468750 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -74296.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -74332.351562 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -74332.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -74407.359375 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -74407.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -74478.578125 Penalty: 3191.535156
	Iteration 16Q: 3 clusters Score -74478.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -74522.921875 Penalty: 3191.535156
	Iteration 17Q: 3 clusters Score -74522.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74556.656250 Penalty: 3191.535156
	Iteration 18Q: 3 clusters Score -74556.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74576.835938 Penalty: 3191.535156
	Iteration 19Q: 3 clusters Score -74576.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74599.296875 Penalty: 3191.535156
	Iteration 20F: 3 clusters Score -74599.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -74611.195312 Penalty: 3191.535156
	Iteration 21Q: 3 clusters Score -74611.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -74618.421875 Penalty: 3191.535156
	Iteration 22Q: 3 clusters Score -74618.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74621.968750 Penalty: 3191.535156
	Iteration 23Q: 3 clusters Score -74621.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74621.968750 Penalty: 3191.535156
	Iteration 24F: 3 clusters Score -74621.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Entering Unmasked Estep 
Score: -7226732.500000 Penalty: 2692.138184
	Iteration 0F: 2 clusters Score -7226732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -7191895.000000 Penalty: 5384.276367
	Iteration 0F: 3 clusters Score -7191895 nChanged 23993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -7205515.500000 Penalty: 5384.276367
	Iteration 1F: 3 clusters Score -7205516 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -7206140.500000 Penalty: 5384.276367
	Iteration 2Q: 3 clusters Score -7206140 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -7206745.000000 Penalty: 5384.276367
	Iteration 3Q: 3 clusters Score -7206745 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -7207559.500000 Penalty: 5384.276367
	Iteration 4Q: 3 clusters Score -7207560 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -7208558.500000 Penalty: 5384.276367
	Iteration 5Q: 3 clusters Score -7208558 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -7209842.000000 Penalty: 5384.276367
	Iteration 6F: 3 clusters Score -7209842 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -7211668.000000 Penalty: 5384.276367
	Iteration 7F: 3 clusters Score -7211668 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -7214035.500000 Penalty: 5384.276367
	Iteration 8F: 3 clusters Score -7214036 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -7216955.500000 Penalty: 5384.276367
	Iteration 9F: 3 clusters Score -7216956 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -7219892.000000 Penalty: 5384.276367
	Iteration 10F: 3 clusters Score -7219892 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -7222135.000000 Penalty: 5384.276367
	Iteration 11Q: 3 clusters Score -7222135 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -7223362.500000 Penalty: 5384.276367
	Iteration 12Q: 3 clusters Score -7223362 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -7223974.500000 Penalty: 5384.276367
	Iteration 13Q: 3 clusters Score -7223974 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -7224243.500000 Penalty: 5384.276367
	Iteration 14Q: 3 clusters Score -7224244 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -7224380.500000 Penalty: 5384.276367
	Iteration 15Q: 3 clusters Score -7224380 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -7224438.500000 Penalty: 5384.276367
	Iteration 16Q: 3 clusters Score -7224438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -7224480.000000 Penalty: 5384.276367
	Iteration 17Q: 3 clusters Score -7224480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -7224503.500000 Penalty: 5384.276367
	Iteration 18Q: 3 clusters Score -7224504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -7224513.500000 Penalty: 5384.276367
	Iteration 19Q: 3 clusters Score -7224514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -7224548.500000 Penalty: 5384.276367
	Iteration 20F: 3 clusters Score -7224548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -7224585.000000 Penalty: 5384.276367
	Iteration 21Q: 3 clusters Score -7224585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -7224646.000000 Penalty: 5384.276367
	Iteration 22Q: 3 clusters Score -7224646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -7224689.500000 Penalty: 5384.276367
	Iteration 23Q: 3 clusters Score -7224690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -7224710.500000 Penalty: 5384.276367
	Iteration 24Q: 3 clusters Score -7224710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -7224752.500000 Penalty: 5384.276367
	Iteration 25Q: 3 clusters Score -7224752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -7224749.500000 Penalty: 5384.276367
	Iteration 26Q: 3 clusters Score -7224750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -7224756.500000 Penalty: 5384.276367
	Iteration 27Q: 3 clusters Score -7224756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -7224771.000000 Penalty: 5384.276367
	Iteration 28Q: 3 clusters Score -7224771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -7224774.500000 Penalty: 5384.276367
	Iteration 29Q: 3 clusters Score -7224774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -7224772.000000 Penalty: 5384.276367
	Iteration 30Q: 3 clusters Score -7224772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -7224777.500000 Penalty: 5384.276367
	Iteration 31Q: 3 clusters Score -7224778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -7224780.000000 Penalty: 5384.276367
	Iteration 32Q: 3 clusters Score -7224780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -7224781.500000 Penalty: 5384.276367
	Iteration 33Q: 3 clusters Score -7224782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -7224781.500000 Penalty: 5384.276367
	Iteration 34F: 3 clusters Score -7224782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Entering Unmasked Estep 
Score: -1120283.750000 Penalty: 2234.857666
	Iteration 0F: 2 clusters Score -1120284 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 4166 members 
Entering Unmasked Estep 
Score: -1113742.625000 Penalty: 4469.715332
	Iteration 0F: 3 clusters Score -1113743 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1115571.875000 Penalty: 4469.715332
	Iteration 1F: 3 clusters Score -1115572 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1115874.625000 Penalty: 4469.715332
	Iteration 2F: 3 clusters Score -1115875 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1116105.625000 Penalty: 4469.715332
	Iteration 3F: 3 clusters Score -1116106 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1116295.250000 Penalty: 4469.715332
	Iteration 4Q: 3 clusters Score -1116295 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1116496.125000 Penalty: 4469.715332
	Iteration 5Q: 3 clusters Score -1116496 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1116685.875000 Penalty: 4469.715332
	Iteration 6Q: 3 clusters Score -1116686 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1116860.000000 Penalty: 4469.715332
	Iteration 7Q: 3 clusters Score -1116860 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1117040.625000 Penalty: 4469.715332
	Iteration 8Q: 3 clusters Score -1117041 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1117231.875000 Penalty: 4469.715332
	Iteration 9Q: 3 clusters Score -1117232 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1117420.875000 Penalty: 4469.715332
	Iteration 10Q: 3 clusters Score -1117421 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1117603.000000 Penalty: 4469.715332
	Iteration 11Q: 3 clusters Score -1117603 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1117798.250000 Penalty: 4469.715332
	Iteration 12Q: 3 clusters Score -1117798 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1117968.750000 Penalty: 4469.715332
	Iteration 13Q: 3 clusters Score -1117969 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1118120.750000 Penalty: 4469.715332
	Iteration 14Q: 3 clusters Score -1118121 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1118216.625000 Penalty: 4469.715332
	Iteration 15Q: 3 clusters Score -1118217 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1118288.250000 Penalty: 4469.715332
	Iteration 16Q: 3 clusters Score -1118288 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1118358.750000 Penalty: 4469.715332
	Iteration 17Q: 3 clusters Score -1118359 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1118400.750000 Penalty: 4469.715332
	Iteration 18Q: 3 clusters Score -1118401 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1118435.375000 Penalty: 4469.715332
	Iteration 19Q: 3 clusters Score -1118435 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1118461.000000 Penalty: 4469.715332
	Iteration 20F: 3 clusters Score -1118461 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1118476.125000 Penalty: 4469.715332
	Iteration 21Q: 3 clusters Score -1118476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1118484.000000 Penalty: 4469.715332
	Iteration 22Q: 3 clusters Score -1118484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1118491.500000 Penalty: 4469.715332
	Iteration 23Q: 3 clusters Score -1118492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1118494.750000 Penalty: 4469.715332
	Iteration 24Q: 3 clusters Score -1118495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1118499.125000 Penalty: 4469.715332
	Iteration 25Q: 3 clusters Score -1118499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1118503.375000 Penalty: 4469.715332
	Iteration 26Q: 3 clusters Score -1118503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1118510.500000 Penalty: 4469.715332
	Iteration 27Q: 3 clusters Score -1118510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1118518.625000 Penalty: 4469.715332
	Iteration 28Q: 3 clusters Score -1118519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1118523.500000 Penalty: 4469.715332
	Iteration 29Q: 3 clusters Score -1118524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1118528.500000 Penalty: 4469.715332
	Iteration 30Q: 3 clusters Score -1118528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1118531.250000 Penalty: 4469.715332
	Iteration 31Q: 3 clusters Score -1118531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1118536.625000 Penalty: 4469.715332
	Iteration 32Q: 3 clusters Score -1118537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1118541.000000 Penalty: 4469.715332
	Iteration 33Q: 3 clusters Score -1118541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1118547.000000 Penalty: 4469.715332
	Iteration 34Q: 3 clusters Score -1118547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1118554.000000 Penalty: 4469.715332
	Iteration 35Q: 3 clusters Score -1118554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1118557.500000 Penalty: 4469.715332
	Iteration 36Q: 3 clusters Score -1118558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1118566.750000 Penalty: 4469.715332
	Iteration 37Q: 3 clusters Score -1118567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1118573.000000 Penalty: 4469.715332
	Iteration 38Q: 3 clusters Score -1118573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1118577.125000 Penalty: 4469.715332
	Iteration 39Q: 3 clusters Score -1118577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1118586.000000 Penalty: 4469.715332
	Iteration 40F: 3 clusters Score -1118586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1118587.625000 Penalty: 4469.715332
	Iteration 41Q: 3 clusters Score -1118588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1118588.625000 Penalty: 4469.715332
	Iteration 42Q: 3 clusters Score -1118589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1118589.000000 Penalty: 4469.715332
	Iteration 43Q: 3 clusters Score -1118589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1118592.250000 Penalty: 4469.715332
	Iteration 44Q: 3 clusters Score -1118592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1118591.875000 Penalty: 4469.715332
	Iteration 45Q: 3 clusters Score -1118592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1118595.000000 Penalty: 4469.715332
	Iteration 46Q: 3 clusters Score -1118595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1118596.625000 Penalty: 4469.715332
	Iteration 47Q: 3 clusters Score -1118597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1118595.500000 Penalty: 4469.715332
	Iteration 48Q: 3 clusters Score -1118596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1118594.875000 Penalty: 4469.715332
	Iteration 49Q: 3 clusters Score -1118595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1118594.875000 Penalty: 4469.715332
	Iteration 50F: 3 clusters Score -1118595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Entering Unmasked Estep 
Score: -214631.984375 Penalty: 1841.044922
	Iteration 0F: 2 clusters Score -214632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -212212.968750 Penalty: 3682.089844
	Iteration 0F: 3 clusters Score -212213 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -212668.656250 Penalty: 3682.089844
	Iteration 1F: 3 clusters Score -212668.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -212890.265625 Penalty: 3682.089844
	Iteration 2F: 3 clusters Score -212890.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -213036.687500 Penalty: 3682.089844
	Iteration 3F: 3 clusters Score -213036.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -213123.781250 Penalty: 3682.089844
	Iteration 4Q: 3 clusters Score -213123.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -213208.171875 Penalty: 3682.089844
	Iteration 5Q: 3 clusters Score -213208.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -213312.531250 Penalty: 3682.089844
	Iteration 6Q: 3 clusters Score -213312.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -213455.562500 Penalty: 3682.089844
	Iteration 7Q: 3 clusters Score -213455.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -213614.031250 Penalty: 3682.089844
	Iteration 8Q: 3 clusters Score -213614 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -213877.828125 Penalty: 3682.089844
	Iteration 9Q: 3 clusters Score -213877.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -214106.906250 Penalty: 3682.089844
	Iteration 10Q: 3 clusters Score -214106.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -214230.390625 Penalty: 3682.089844
	Iteration 11Q: 3 clusters Score -214230.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -214288.359375 Penalty: 3682.089844
	Iteration 12Q: 3 clusters Score -214288.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -214329.609375 Penalty: 3682.089844
	Iteration 13Q: 3 clusters Score -214329.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -214352.093750 Penalty: 3682.089844
	Iteration 14Q: 3 clusters Score -214352.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -214384.281250 Penalty: 3682.089844
	Iteration 15Q: 3 clusters Score -214384.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -214423.843750 Penalty: 3682.089844
	Iteration 16Q: 3 clusters Score -214423.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -214477.687500 Penalty: 3682.089844
	Iteration 17Q: 3 clusters Score -214477.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -214538.609375 Penalty: 3682.089844
	Iteration 18Q: 3 clusters Score -214538.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -214591.687500 Penalty: 3682.089844
	Iteration 19Q: 3 clusters Score -214591.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -214637.078125 Penalty: 3682.089844
	Iteration 20F: 3 clusters Score -214637.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -214650.953125 Penalty: 3682.089844
	Iteration 21Q: 3 clusters Score -214651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -214658.062500 Penalty: 3682.089844
	Iteration 22Q: 3 clusters Score -214658.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -214664.906250 Penalty: 3682.089844
	Iteration 23Q: 3 clusters Score -214664.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -214671.250000 Penalty: 3682.089844
	Iteration 24Q: 3 clusters Score -214671.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -214684.734375 Penalty: 3682.089844
	Iteration 25Q: 3 clusters Score -214684.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -214702.953125 Penalty: 3682.089844
	Iteration 26Q: 3 clusters Score -214703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -214716.656250 Penalty: 3682.089844
	Iteration 27Q: 3 clusters Score -214716.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -214725.828125 Penalty: 3682.089844
	Iteration 28Q: 3 clusters Score -214725.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -214731.281250 Penalty: 3682.089844
	Iteration 29Q: 3 clusters Score -214731.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -214740.375000 Penalty: 3682.089844
	Iteration 30Q: 3 clusters Score -214740.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -214747.296875 Penalty: 3682.089844
	Iteration 31Q: 3 clusters Score -214747.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -214748.921875 Penalty: 3682.089844
	Iteration 32Q: 3 clusters Score -214748.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -214750.031250 Penalty: 3682.089844
	Iteration 33Q: 3 clusters Score -214750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -214751.062500 Penalty: 3682.089844
	Iteration 34F: 3 clusters Score -214751.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -214755.515625 Penalty: 3682.089844
	Iteration 35Q: 3 clusters Score -214755.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -214758.671875 Penalty: 3682.089844
	Iteration 36Q: 3 clusters Score -214758.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -214763.234375 Penalty: 3682.089844
	Iteration 37Q: 3 clusters Score -214763.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -214765.937500 Penalty: 3682.089844
	Iteration 38Q: 3 clusters Score -214765.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -214767.796875 Penalty: 3682.089844
	Iteration 39Q: 3 clusters Score -214767.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -214769.796875 Penalty: 3682.089844
	Iteration 40F: 3 clusters Score -214769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -214773.984375 Penalty: 3682.089844
	Iteration 41Q: 3 clusters Score -214774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -214775.093750 Penalty: 3682.089844
	Iteration 42Q: 3 clusters Score -214775.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -214775.296875 Penalty: 3682.089844
	Iteration 43Q: 3 clusters Score -214775.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -214777.234375 Penalty: 3682.089844
	Iteration 44Q: 3 clusters Score -214777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -214777.234375 Penalty: 3682.089844
	Iteration 45F: 3 clusters Score -214777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8901 members 
Mstep: Class 4 contains 155879 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8031 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288847 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69916 members 
Mstep: Class 12 contains 235330 members 
Mstep: Class 13 contains 42370 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26995 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51813 members 
Mstep: Class 22 contains 8197 members 
Mstep: Class 23 contains 1016 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
Score: -135797424.000000 Penalty: 82213.359375
Splitting cluster 23 changes total score from -135798816.000000 to -135797424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -49162.683594 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -49162.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47763.148438 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -47763.15 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47921.628906 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -47921.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -47980.820312 Penalty: 2988.829590
	Iteration 2Q: 3 clusters Score -47980.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47999.480469 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -47999.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -48012.714844 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -48012.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48017.226562 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -48017.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48020.191406 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -48020.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48020.191406 Penalty: 2988.829590
	Iteration 7F: 3 clusters Score -48020.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8901 members 
Mstep: Class 4 contains 155879 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8031 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288847 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69916 members 
Mstep: Class 12 contains 235330 members 
Mstep: Class 13 contains 42370 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26995 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51813 members 
Mstep: Class 22 contains 8197 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798736.000000 Penalty: 78787.804688
Iteration 239Q: 24 clusters Score -1.357987e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8899 members 
Mstep: Class 4 contains 155881 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8030 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288854 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69912 members 
Mstep: Class 12 contains 235324 members 
Mstep: Class 13 contains 42370 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15067 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 26997 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51816 members 
Mstep: Class 22 contains 8198 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798768.000000 Penalty: 78787.804688
Iteration 240F: 24 clusters Score -1.357988e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8898 members 
Mstep: Class 4 contains 155889 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8028 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288859 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69906 members 
Mstep: Class 12 contains 235321 members 
Mstep: Class 13 contains 42371 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15067 members 
Mstep: Class 17 contains 13255 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27000 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51818 members 
Mstep: Class 22 contains 8198 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798784.000000 Penalty: 78787.804688
Iteration 241Q: 24 clusters Score -1.357988e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8897 members 
Mstep: Class 4 contains 155891 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8028 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288861 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69898 members 
Mstep: Class 12 contains 235323 members 
Mstep: Class 13 contains 42371 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15067 members 
Mstep: Class 17 contains 13256 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27001 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51820 members 
Mstep: Class 22 contains 8198 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798816.000000 Penalty: 78787.804688
Iteration 242Q: 24 clusters Score -1.357988e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8893 members 
Mstep: Class 4 contains 155901 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8028 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288866 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69895 members 
Mstep: Class 12 contains 235322 members 
Mstep: Class 13 contains 42371 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15067 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27005 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51820 members 
Mstep: Class 22 contains 8198 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798784.000000 Penalty: 78787.804688
Iteration 243Q: 24 clusters Score -1.357988e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8891 members 
Mstep: Class 4 contains 155909 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8028 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288870 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69896 members 
Mstep: Class 12 contains 235317 members 
Mstep: Class 13 contains 42370 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15067 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27007 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51820 members 
Mstep: Class 22 contains 8197 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798864.000000 Penalty: 78787.804688
Iteration 244Q: 24 clusters Score -1.357989e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8890 members 
Mstep: Class 4 contains 155908 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288875 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69898 members 
Mstep: Class 12 contains 235317 members 
Mstep: Class 13 contains 42369 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15067 members 
Mstep: Class 17 contains 13253 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27008 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51820 members 
Mstep: Class 22 contains 8197 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798832.000000 Penalty: 78787.804688
Iteration 245Q: 24 clusters Score -1.357988e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 155909 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288875 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69900 members 
Mstep: Class 12 contains 235315 members 
Mstep: Class 13 contains 42368 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15067 members 
Mstep: Class 17 contains 13252 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27010 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51820 members 
Mstep: Class 22 contains 8197 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798816.000000 Penalty: 78787.804688
Iteration 246Q: 24 clusters Score -1.357988e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 155912 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288878 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69898 members 
Mstep: Class 12 contains 235314 members 
Mstep: Class 13 contains 42367 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15067 members 
Mstep: Class 17 contains 13252 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27010 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51820 members 
Mstep: Class 22 contains 8196 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798832.000000 Penalty: 78787.804688
Iteration 247Q: 24 clusters Score -1.357988e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 155913 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288886 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69894 members 
Mstep: Class 12 contains 235316 members 
Mstep: Class 13 contains 42366 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 13252 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27010 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51820 members 
Mstep: Class 22 contains 8196 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798800.000000 Penalty: 78787.804688
Iteration 248Q: 24 clusters Score -1.357988e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 155914 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288892 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69892 members 
Mstep: Class 12 contains 235315 members 
Mstep: Class 13 contains 42366 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 13253 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27010 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51820 members 
Mstep: Class 22 contains 8196 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798816.000000 Penalty: 78787.804688
Iteration 249Q: 24 clusters Score -1.357988e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 155917 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288896 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69888 members 
Mstep: Class 12 contains 235315 members 
Mstep: Class 13 contains 42365 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 13253 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27010 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51820 members 
Mstep: Class 22 contains 8196 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798768.000000 Penalty: 78787.804688
Iteration 250Q: 24 clusters Score -1.357988e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 155919 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288895 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69887 members 
Mstep: Class 12 contains 235316 members 
Mstep: Class 13 contains 42365 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 13253 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27010 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51819 members 
Mstep: Class 22 contains 8196 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798736.000000 Penalty: 78787.804688
Iteration 251Q: 24 clusters Score -1.357987e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 155920 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288899 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69882 members 
Mstep: Class 12 contains 235317 members 
Mstep: Class 13 contains 42365 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 13253 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27011 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51818 members 
Mstep: Class 22 contains 8196 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798784.000000 Penalty: 78787.804688
Iteration 252Q: 24 clusters Score -1.357988e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 155920 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288905 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69876 members 
Mstep: Class 12 contains 235317 members 
Mstep: Class 13 contains 42365 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 13253 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27013 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51818 members 
Mstep: Class 22 contains 8196 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798752.000000 Penalty: 78787.804688
Iteration 253Q: 24 clusters Score -1.357988e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 155919 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288906 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69873 members 
Mstep: Class 12 contains 235317 members 
Mstep: Class 13 contains 42365 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27013 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51821 members 
Mstep: Class 22 contains 8197 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798752.000000 Penalty: 78787.804688
Iteration 254Q: 24 clusters Score -1.357988e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 155922 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288910 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69867 members 
Mstep: Class 12 contains 235318 members 
Mstep: Class 13 contains 42365 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27013 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51821 members 
Mstep: Class 22 contains 8197 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798752.000000 Penalty: 78787.804688
Iteration 255Q: 24 clusters Score -1.357988e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 52996 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 155925 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288912 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69864 members 
Mstep: Class 12 contains 235317 members 
Mstep: Class 13 contains 42366 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27013 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51821 members 
Mstep: Class 22 contains 8197 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798752.000000 Penalty: 78787.804688
Iteration 256Q: 24 clusters Score -1.357988e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 52996 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 155924 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288912 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69863 members 
Mstep: Class 12 contains 235317 members 
Mstep: Class 13 contains 42366 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27013 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51823 members 
Mstep: Class 22 contains 8197 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798784.000000 Penalty: 78787.804688
Iteration 257Q: 24 clusters Score -1.357988e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 155925 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288914 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69862 members 
Mstep: Class 12 contains 235316 members 
Mstep: Class 13 contains 42366 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27013 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51824 members 
Mstep: Class 22 contains 8197 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798816.000000 Penalty: 78787.804688
Iteration 258Q: 24 clusters Score -1.357988e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 155926 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288914 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69861 members 
Mstep: Class 12 contains 235317 members 
Mstep: Class 13 contains 42366 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27013 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51824 members 
Mstep: Class 22 contains 8197 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798800.000000 Penalty: 78787.804688
Iteration 259Q: 24 clusters Score -1.357988e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 155927 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288914 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69861 members 
Mstep: Class 12 contains 235317 members 
Mstep: Class 13 contains 42366 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27013 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51824 members 
Mstep: Class 22 contains 8197 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798800.000000 Penalty: 78787.804688
Iteration 260F: 24 clusters Score -1.357988e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 155927 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288915 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69861 members 
Mstep: Class 12 contains 235317 members 
Mstep: Class 13 contains 42366 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27013 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51824 members 
Mstep: Class 22 contains 8197 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798752.000000 Penalty: 78787.804688
Iteration 261Q: 24 clusters Score -1.357988e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 155928 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288915 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69861 members 
Mstep: Class 12 contains 235317 members 
Mstep: Class 13 contains 42366 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27013 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51824 members 
Mstep: Class 22 contains 8197 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798768.000000 Penalty: 78787.804688
Iteration 262Q: 24 clusters Score -1.357988e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 155928 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288915 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69861 members 
Mstep: Class 12 contains 235317 members 
Mstep: Class 13 contains 42366 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27013 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51824 members 
Mstep: Class 22 contains 8197 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798768.000000 Penalty: 78787.804688
Iteration 263F: 24 clusters Score -1.357988e+08 nChanged 0
Entering ConstructFrom: 
Score: -135798768.000000 Penalty: 78787.804688
Entering ConstructFrom: 
Trying to split cluster 1 (52990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Entering Unmasked Estep 
Score: -7459974.500000 Penalty: 2697.708740
	Iteration 0F: 2 clusters Score -7459974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -7424237.000000 Penalty: 5395.417480
	Iteration 0F: 3 clusters Score -7424237 nChanged 24532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -7437893.000000 Penalty: 5395.417480
	Iteration 1F: 3 clusters Score -7437893 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -7438418.500000 Penalty: 5395.417480
	Iteration 2Q: 3 clusters Score -7438418 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -7439017.000000 Penalty: 5395.417480
	Iteration 3Q: 3 clusters Score -7439017 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -7439793.500000 Penalty: 5395.417480
	Iteration 4Q: 3 clusters Score -7439794 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -7441010.500000 Penalty: 5395.417480
	Iteration 5Q: 3 clusters Score -7441010 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -7442814.500000 Penalty: 5395.417480
	Iteration 6F: 3 clusters Score -7442814 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -7445587.000000 Penalty: 5395.417480
	Iteration 7F: 3 clusters Score -7445587 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -7449351.000000 Penalty: 5395.417480
	Iteration 8F: 3 clusters Score -7449351 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -7452990.500000 Penalty: 5395.417480
	Iteration 9F: 3 clusters Score -7452990 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -7455490.500000 Penalty: 5395.417480
	Iteration 10Q: 3 clusters Score -7455490 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -7456646.500000 Penalty: 5395.417480
	Iteration 11Q: 3 clusters Score -7456646 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -7457114.000000 Penalty: 5395.417480
	Iteration 12Q: 3 clusters Score -7457114 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -7457378.000000 Penalty: 5395.417480
	Iteration 13Q: 3 clusters Score -7457378 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -7457474.500000 Penalty: 5395.417480
	Iteration 14Q: 3 clusters Score -7457474 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -7457542.000000 Penalty: 5395.417480
	Iteration 15Q: 3 clusters Score -7457542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -7457574.500000 Penalty: 5395.417480
	Iteration 16Q: 3 clusters Score -7457574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -7457592.500000 Penalty: 5395.417480
	Iteration 17Q: 3 clusters Score -7457592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -7457615.500000 Penalty: 5395.417480
	Iteration 18Q: 3 clusters Score -7457616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -7457634.000000 Penalty: 5395.417480
	Iteration 19Q: 3 clusters Score -7457634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -7457649.500000 Penalty: 5395.417480
	Iteration 20F: 3 clusters Score -7457650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -7457656.500000 Penalty: 5395.417480
	Iteration 21Q: 3 clusters Score -7457656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -7457656.500000 Penalty: 5395.417480
	Iteration 22Q: 3 clusters Score -7457656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -7457668.500000 Penalty: 5395.417480
	Iteration 23Q: 3 clusters Score -7457668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -7457675.500000 Penalty: 5395.417480
	Iteration 24Q: 3 clusters Score -7457676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -7457680.000000 Penalty: 5395.417480
	Iteration 25Q: 3 clusters Score -7457680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -7457685.500000 Penalty: 5395.417480
	Iteration 26Q: 3 clusters Score -7457686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 52643 members 
Entering Unmasked Estep 
Score: -7457684.000000 Penalty: 5395.417480
	Iteration 27Q: 3 clusters Score -7457684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -7457689.000000 Penalty: 5395.417480
	Iteration 28Q: 3 clusters Score -7457689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -7457686.000000 Penalty: 5395.417480
	Iteration 29Q: 3 clusters Score -7457686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -7457685.500000 Penalty: 5395.417480
	Iteration 30Q: 3 clusters Score -7457686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -7457685.500000 Penalty: 5395.417480
	Iteration 31F: 3 clusters Score -7457686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -49596.445312 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -49596.45 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 213 members 
Entering Unmasked Estep 
Score: -48332.929688 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -48332.93 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48563.269531 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -48563.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -48620.625000 Penalty: 2999.496582
	Iteration 2Q: 3 clusters Score -48620.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48669.121094 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -48669.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48692.906250 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -48692.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48712.617188 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -48712.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48748.257812 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -48748.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48782.207031 Penalty: 2999.496582
	Iteration 7Q: 3 clusters Score -48782.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48819.406250 Penalty: 2999.496582
	Iteration 8Q: 3 clusters Score -48819.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48866.230469 Penalty: 2999.496582
	Iteration 9Q: 3 clusters Score -48866.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48895.695312 Penalty: 2999.496582
	Iteration 10Q: 3 clusters Score -48895.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48925.152344 Penalty: 2999.496582
	Iteration 11Q: 3 clusters Score -48925.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48937.082031 Penalty: 2999.496582
	Iteration 12Q: 3 clusters Score -48937.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48949.996094 Penalty: 2999.496582
	Iteration 13Q: 3 clusters Score -48950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48957.945312 Penalty: 2999.496582
	Iteration 14Q: 3 clusters Score -48957.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48961.097656 Penalty: 2999.496582
	Iteration 15Q: 3 clusters Score -48961.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48966.148438 Penalty: 2999.496582
	Iteration 16Q: 3 clusters Score -48966.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48970.367188 Penalty: 2999.496582
	Iteration 17Q: 3 clusters Score -48970.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48975.464844 Penalty: 2999.496582
	Iteration 18Q: 3 clusters Score -48975.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48977.156250 Penalty: 2999.496582
	Iteration 19Q: 3 clusters Score -48977.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48977.222656 Penalty: 2999.496582
	Iteration 20F: 3 clusters Score -48977.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48983.988281 Penalty: 2999.496582
	Iteration 21Q: 3 clusters Score -48983.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48983.988281 Penalty: 2999.496582
	Iteration 22F: 3 clusters Score -48983.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Entering Unmasked Estep 
Score: -1192114.375000 Penalty: 2254.929443
	Iteration 0F: 2 clusters Score -1192114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1185162.625000 Penalty: 4509.858887
	Iteration 0F: 3 clusters Score -1185163 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1187042.375000 Penalty: 4509.858887
	Iteration 1F: 3 clusters Score -1187042 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1187298.375000 Penalty: 4509.858887
	Iteration 2F: 3 clusters Score -1187298 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1187443.625000 Penalty: 4509.858887
	Iteration 3Q: 3 clusters Score -1187444 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1187559.500000 Penalty: 4509.858887
	Iteration 4Q: 3 clusters Score -1187560 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1187648.750000 Penalty: 4509.858887
	Iteration 5Q: 3 clusters Score -1187649 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1187720.500000 Penalty: 4509.858887
	Iteration 6Q: 3 clusters Score -1187720 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1187791.000000 Penalty: 4509.858887
	Iteration 7Q: 3 clusters Score -1187791 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1187872.625000 Penalty: 4509.858887
	Iteration 8Q: 3 clusters Score -1187873 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1187983.750000 Penalty: 4509.858887
	Iteration 9Q: 3 clusters Score -1187984 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1188120.625000 Penalty: 4509.858887
	Iteration 10Q: 3 clusters Score -1188121 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1188300.875000 Penalty: 4509.858887
	Iteration 11Q: 3 clusters Score -1188301 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1188511.500000 Penalty: 4509.858887
	Iteration 12Q: 3 clusters Score -1188512 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1188711.375000 Penalty: 4509.858887
	Iteration 13Q: 3 clusters Score -1188711 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1188943.250000 Penalty: 4509.858887
	Iteration 14Q: 3 clusters Score -1188943 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1189169.875000 Penalty: 4509.858887
	Iteration 15Q: 3 clusters Score -1189170 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1189430.250000 Penalty: 4509.858887
	Iteration 16Q: 3 clusters Score -1189430 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1189648.500000 Penalty: 4509.858887
	Iteration 17Q: 3 clusters Score -1189648 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1189805.125000 Penalty: 4509.858887
	Iteration 18Q: 3 clusters Score -1189805 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1189908.375000 Penalty: 4509.858887
	Iteration 19Q: 3 clusters Score -1189908 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1189971.875000 Penalty: 4509.858887
	Iteration 20F: 3 clusters Score -1189972 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1190037.000000 Penalty: 4509.858887
	Iteration 21Q: 3 clusters Score -1190037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1190077.375000 Penalty: 4509.858887
	Iteration 22Q: 3 clusters Score -1190077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1190097.625000 Penalty: 4509.858887
	Iteration 23Q: 3 clusters Score -1190098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1190115.625000 Penalty: 4509.858887
	Iteration 24Q: 3 clusters Score -1190116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1190130.750000 Penalty: 4509.858887
	Iteration 25Q: 3 clusters Score -1190131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1190142.500000 Penalty: 4509.858887
	Iteration 26Q: 3 clusters Score -1190142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1190157.375000 Penalty: 4509.858887
	Iteration 27Q: 3 clusters Score -1190157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1190163.875000 Penalty: 4509.858887
	Iteration 28Q: 3 clusters Score -1190164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1190169.250000 Penalty: 4509.858887
	Iteration 29Q: 3 clusters Score -1190169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1190169.250000 Penalty: 4509.858887
	Iteration 30F: 3 clusters Score -1190169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155928 members 
Entering Unmasked Estep 
Score: -21830880.000000 Penalty: 2965.373047
	Iteration 0F: 2 clusters Score -2.183088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78132 members 
Mstep: Class 2 contains 77796 members 
Entering Unmasked Estep 
Score: -21729934.000000 Penalty: 5930.746094
	Iteration 0F: 3 clusters Score -2.172993e+07 nChanged 74099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 74255 members 
Entering Unmasked Estep 
Score: -21772952.000000 Penalty: 5930.746094
	Iteration 1F: 3 clusters Score -2.177295e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84192 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -21774056.000000 Penalty: 5930.746094
	Iteration 2Q: 3 clusters Score -2.177406e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88220 members 
Mstep: Class 2 contains 67708 members 
Entering Unmasked Estep 
Score: -21775954.000000 Penalty: 5930.746094
	Iteration 3Q: 3 clusters Score -2.177595e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94430 members 
Mstep: Class 2 contains 61498 members 
Entering Unmasked Estep 
Score: -21779458.000000 Penalty: 5930.746094
	Iteration 4F: 3 clusters Score -2.177946e+07 nChanged 10328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103438 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -21785772.000000 Penalty: 5930.746094
	Iteration 5F: 3 clusters Score -2.178577e+07 nChanged 12456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114954 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -21795078.000000 Penalty: 5930.746094
	Iteration 6F: 3 clusters Score -2.179508e+07 nChanged 13179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127659 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -21806274.000000 Penalty: 5930.746094
	Iteration 7F: 3 clusters Score -2.180627e+07 nChanged 11829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139348 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -21816304.000000 Penalty: 5930.746094
	Iteration 8F: 3 clusters Score -2.18163e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147404 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -21822518.000000 Penalty: 5930.746094
	Iteration 9F: 3 clusters Score -2.182252e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151857 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -21825914.000000 Penalty: 5930.746094
	Iteration 10Q: 3 clusters Score -2.182591e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153915 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -21827238.000000 Penalty: 5930.746094
	Iteration 11Q: 3 clusters Score -2.182724e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154810 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -21827842.000000 Penalty: 5930.746094
	Iteration 12Q: 3 clusters Score -2.182784e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155164 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -21828016.000000 Penalty: 5930.746094
	Iteration 13Q: 3 clusters Score -2.182802e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155323 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -21828194.000000 Penalty: 5930.746094
	Iteration 14Q: 3 clusters Score -2.182819e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155389 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -21828276.000000 Penalty: 5930.746094
	Iteration 15Q: 3 clusters Score -2.182828e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155428 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -21828322.000000 Penalty: 5930.746094
	Iteration 16Q: 3 clusters Score -2.182832e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155463 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -21828376.000000 Penalty: 5930.746094
	Iteration 17Q: 3 clusters Score -2.182838e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155477 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -21828388.000000 Penalty: 5930.746094
	Iteration 18Q: 3 clusters Score -2.182839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155480 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -21828432.000000 Penalty: 5930.746094
	Iteration 19Q: 3 clusters Score -2.182843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155483 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -21828440.000000 Penalty: 5930.746094
	Iteration 20F: 3 clusters Score -2.182844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155486 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -21828450.000000 Penalty: 5930.746094
	Iteration 21Q: 3 clusters Score -2.182845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155488 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -21828452.000000 Penalty: 5930.746094
	Iteration 22Q: 3 clusters Score -2.182845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155489 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -21828470.000000 Penalty: 5930.746094
	Iteration 23Q: 3 clusters Score -2.182847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155493 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -21828458.000000 Penalty: 5930.746094
	Iteration 24Q: 3 clusters Score -2.182846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155500 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -21828462.000000 Penalty: 5930.746094
	Iteration 25Q: 3 clusters Score -2.182846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155506 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -21828452.000000 Penalty: 5930.746094
	Iteration 26Q: 3 clusters Score -2.182845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155507 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -21828456.000000 Penalty: 5930.746094
	Iteration 27Q: 3 clusters Score -2.182846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155506 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -21828458.000000 Penalty: 5930.746094
	Iteration 28Q: 3 clusters Score -2.182846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155508 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -21828458.000000 Penalty: 5930.746094
	Iteration 29Q: 3 clusters Score -2.182846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155510 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -21828460.000000 Penalty: 5930.746094
	Iteration 30Q: 3 clusters Score -2.182846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155512 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -21828470.000000 Penalty: 5930.746094
	Iteration 31Q: 3 clusters Score -2.182847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155514 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -21828468.000000 Penalty: 5930.746094
	Iteration 32Q: 3 clusters Score -2.182847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155515 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -21828476.000000 Penalty: 5930.746094
	Iteration 33Q: 3 clusters Score -2.182848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155516 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -21828476.000000 Penalty: 5930.746094
	Iteration 34Q: 3 clusters Score -2.182848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155515 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -21828474.000000 Penalty: 5930.746094
	Iteration 35Q: 3 clusters Score -2.182847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155515 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -21828480.000000 Penalty: 5930.746094
	Iteration 36Q: 3 clusters Score -2.182848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155516 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -21828482.000000 Penalty: 5930.746094
	Iteration 37Q: 3 clusters Score -2.182848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155518 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -21828474.000000 Penalty: 5930.746094
	Iteration 38Q: 3 clusters Score -2.182847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155518 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -21828486.000000 Penalty: 5930.746094
	Iteration 39Q: 3 clusters Score -2.182849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155517 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -21828470.000000 Penalty: 5930.746094
	Iteration 40F: 3 clusters Score -2.182847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155517 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -21828472.000000 Penalty: 5930.746094
	Iteration 41Q: 3 clusters Score -2.182847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155516 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -21828468.000000 Penalty: 5930.746094
	Iteration 42Q: 3 clusters Score -2.182847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155516 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -21828468.000000 Penalty: 5930.746094
	Iteration 43F: 3 clusters Score -2.182847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -515244.562500 Penalty: 2052.040527
	Iteration 0F: 2 clusters Score -515244.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -511446.187500 Penalty: 4104.081055
	Iteration 0F: 3 clusters Score -511446.2 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -512315.968750 Penalty: 4104.081055
	Iteration 1F: 3 clusters Score -512316 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -512573.437500 Penalty: 4104.081055
	Iteration 2F: 3 clusters Score -512573.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -512796.718750 Penalty: 4104.081055
	Iteration 3F: 3 clusters Score -512796.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -513025.187500 Penalty: 4104.081055
	Iteration 4F: 3 clusters Score -513025.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -513214.968750 Penalty: 4104.081055
	Iteration 5F: 3 clusters Score -513215 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -513404.156250 Penalty: 4104.081055
	Iteration 6F: 3 clusters Score -513404.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -513567.750000 Penalty: 4104.081055
	Iteration 7F: 3 clusters Score -513567.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -513688.750000 Penalty: 4104.081055
	Iteration 8Q: 3 clusters Score -513688.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -513771.218750 Penalty: 4104.081055
	Iteration 9Q: 3 clusters Score -513771.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -513827.062500 Penalty: 4104.081055
	Iteration 10Q: 3 clusters Score -513827.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -513875.625000 Penalty: 4104.081055
	Iteration 11Q: 3 clusters Score -513875.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -513915.906250 Penalty: 4104.081055
	Iteration 12Q: 3 clusters Score -513915.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -513939.156250 Penalty: 4104.081055
	Iteration 13Q: 3 clusters Score -513939.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -513958.000000 Penalty: 4104.081055
	Iteration 14Q: 3 clusters Score -513958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -513972.843750 Penalty: 4104.081055
	Iteration 15Q: 3 clusters Score -513972.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -513982.031250 Penalty: 4104.081055
	Iteration 16Q: 3 clusters Score -513982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -513992.468750 Penalty: 4104.081055
	Iteration 17Q: 3 clusters Score -513992.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -514004.000000 Penalty: 4104.081055
	Iteration 18Q: 3 clusters Score -514004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -514012.375000 Penalty: 4104.081055
	Iteration 19Q: 3 clusters Score -514012.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -514017.468750 Penalty: 4104.081055
	Iteration 20F: 3 clusters Score -514017.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -514021.375000 Penalty: 4104.081055
	Iteration 21Q: 3 clusters Score -514021.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -514024.437500 Penalty: 4104.081055
	Iteration 22Q: 3 clusters Score -514024.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -514025.375000 Penalty: 4104.081055
	Iteration 23Q: 3 clusters Score -514025.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -514025.375000 Penalty: 4104.081055
	Iteration 24F: 3 clusters Score -514025.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Entering Unmasked Estep 
Score: -1044080.750000 Penalty: 2229.660400
	Iteration 0F: 2 clusters Score -1044081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1037657.250000 Penalty: 4459.320801
	Iteration 0F: 3 clusters Score -1037657 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1039345.812500 Penalty: 4459.320801
	Iteration 1F: 3 clusters Score -1039346 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1039626.312500 Penalty: 4459.320801
	Iteration 2F: 3 clusters Score -1039626 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1039829.375000 Penalty: 4459.320801
	Iteration 3F: 3 clusters Score -1039829 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1040008.687500 Penalty: 4459.320801
	Iteration 4Q: 3 clusters Score -1040009 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1040228.625000 Penalty: 4459.320801
	Iteration 5Q: 3 clusters Score -1040229 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1040469.437500 Penalty: 4459.320801
	Iteration 6Q: 3 clusters Score -1040469 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1040759.312500 Penalty: 4459.320801
	Iteration 7Q: 3 clusters Score -1040759 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1041044.375000 Penalty: 4459.320801
	Iteration 8Q: 3 clusters Score -1041044 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1041347.750000 Penalty: 4459.320801
	Iteration 9Q: 3 clusters Score -1041348 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1041590.250000 Penalty: 4459.320801
	Iteration 10Q: 3 clusters Score -1041590 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1041794.750000 Penalty: 4459.320801
	Iteration 11Q: 3 clusters Score -1041795 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1041947.562500 Penalty: 4459.320801
	Iteration 12Q: 3 clusters Score -1041948 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1042057.875000 Penalty: 4459.320801
	Iteration 13Q: 3 clusters Score -1042058 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1042133.687500 Penalty: 4459.320801
	Iteration 14Q: 3 clusters Score -1042134 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1042190.000000 Penalty: 4459.320801
	Iteration 15Q: 3 clusters Score -1042190 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1042242.062500 Penalty: 4459.320801
	Iteration 16Q: 3 clusters Score -1042242 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1042284.875000 Penalty: 4459.320801
	Iteration 17Q: 3 clusters Score -1042285 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1042321.500000 Penalty: 4459.320801
	Iteration 18Q: 3 clusters Score -1042322 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1042352.125000 Penalty: 4459.320801
	Iteration 19Q: 3 clusters Score -1042352 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1042372.250000 Penalty: 4459.320801
	Iteration 20F: 3 clusters Score -1042372 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1042392.500000 Penalty: 4459.320801
	Iteration 21Q: 3 clusters Score -1042392 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1042405.000000 Penalty: 4459.320801
	Iteration 22Q: 3 clusters Score -1042405 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1042415.687500 Penalty: 4459.320801
	Iteration 23Q: 3 clusters Score -1042416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1042424.125000 Penalty: 4459.320801
	Iteration 24Q: 3 clusters Score -1042424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1042428.937500 Penalty: 4459.320801
	Iteration 25Q: 3 clusters Score -1042429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1042435.187500 Penalty: 4459.320801
	Iteration 26Q: 3 clusters Score -1042435 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1042442.062500 Penalty: 4459.320801
	Iteration 27Q: 3 clusters Score -1042442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1042446.250000 Penalty: 4459.320801
	Iteration 28Q: 3 clusters Score -1042446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1042450.562500 Penalty: 4459.320801
	Iteration 29Q: 3 clusters Score -1042451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1042459.000000 Penalty: 4459.320801
	Iteration 30Q: 3 clusters Score -1042459 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1042466.812500 Penalty: 4459.320801
	Iteration 31Q: 3 clusters Score -1042467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1042474.125000 Penalty: 4459.320801
	Iteration 32Q: 3 clusters Score -1042474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1042481.000000 Penalty: 4459.320801
	Iteration 33Q: 3 clusters Score -1042481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1042482.687500 Penalty: 4459.320801
	Iteration 34Q: 3 clusters Score -1042483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1042487.125000 Penalty: 4459.320801
	Iteration 35Q: 3 clusters Score -1042487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1042488.312500 Penalty: 4459.320801
	Iteration 36Q: 3 clusters Score -1042488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1042488.625000 Penalty: 4459.320801
	Iteration 37Q: 3 clusters Score -1042489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1042489.625000 Penalty: 4459.320801
	Iteration 38Q: 3 clusters Score -1042490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1042493.062500 Penalty: 4459.320801
	Iteration 39Q: 3 clusters Score -1042493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1042493.750000 Penalty: 4459.320801
	Iteration 40F: 3 clusters Score -1042494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1042494.812500 Penalty: 4459.320801
	Iteration 41Q: 3 clusters Score -1042495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1042496.187500 Penalty: 4459.320801
	Iteration 42Q: 3 clusters Score -1042496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1042499.312500 Penalty: 4459.320801
	Iteration 43Q: 3 clusters Score -1042499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1042500.375000 Penalty: 4459.320801
	Iteration 44Q: 3 clusters Score -1042500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1042502.562500 Penalty: 4459.320801
	Iteration 45Q: 3 clusters Score -1042503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1042505.312500 Penalty: 4459.320801
	Iteration 46Q: 3 clusters Score -1042505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1042503.125000 Penalty: 4459.320801
	Iteration 47Q: 3 clusters Score -1042503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1042504.937500 Penalty: 4459.320801
	Iteration 48Q: 3 clusters Score -1042505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1042504.375000 Penalty: 4459.320801
	Iteration 49Q: 3 clusters Score -1042504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1042504.375000 Penalty: 4459.320801
	Iteration 50F: 3 clusters Score -1042504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -16631.861328 Penalty: 1227.292480
	Iteration 0F: 2 clusters Score -16631.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15698.598633 Penalty: 2454.584961
	Iteration 0F: 3 clusters Score -15698.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15745.866211 Penalty: 2454.584961
	Iteration 1Q: 3 clusters Score -15745.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15751.637695 Penalty: 2454.584961
	Iteration 2Q: 3 clusters Score -15751.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15756.461914 Penalty: 2454.584961
	Iteration 3Q: 3 clusters Score -15756.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15756.461914 Penalty: 2454.584961
	Iteration 4F: 3 clusters Score -15756.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (288915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288915 members 
Entering Unmasked Estep 
Score: -39595428.000000 Penalty: 3118.324219
	Iteration 0F: 2 clusters Score -3.959543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143612 members 
Mstep: Class 2 contains 145303 members 
Entering Unmasked Estep 
Score: -39422504.000000 Penalty: 6236.648438
	Iteration 0F: 3 clusters Score -3.94225e+07 nChanged 139845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127765 members 
Mstep: Class 2 contains 161150 members 
Entering Unmasked Estep 
Score: -39507340.000000 Penalty: 6236.648438
	Iteration 1F: 3 clusters Score -3.950734e+07 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117243 members 
Mstep: Class 2 contains 171672 members 
Entering Unmasked Estep 
Score: -39512300.000000 Penalty: 6236.648438
	Iteration 2Q: 3 clusters Score -3.95123e+07 nChanged 16584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101377 members 
Mstep: Class 2 contains 187538 members 
Entering Unmasked Estep 
Score: -39521516.000000 Penalty: 6236.648438
	Iteration 3F: 3 clusters Score -3.952152e+07 nChanged 22447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 209709 members 
Entering Unmasked Estep 
Score: -39537792.000000 Penalty: 6236.648438
	Iteration 4F: 3 clusters Score -3.953779e+07 nChanged 26667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 236300 members 
Entering Unmasked Estep 
Score: -39560404.000000 Penalty: 6236.648438
	Iteration 5F: 3 clusters Score -3.95604e+07 nChanged 24746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 261022 members 
Entering Unmasked Estep 
Score: -39577988.000000 Penalty: 6236.648438
	Iteration 6F: 3 clusters Score -3.957799e+07 nChanged 15407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 276397 members 
Entering Unmasked Estep 
Score: -39587188.000000 Penalty: 6236.648438
	Iteration 7F: 3 clusters Score -3.958719e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 283418 members 
Entering Unmasked Estep 
Score: -39591368.000000 Penalty: 6236.648438
	Iteration 8Q: 3 clusters Score -3.959137e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 286107 members 
Entering Unmasked Estep 
Score: -39592696.000000 Penalty: 6236.648438
	Iteration 9Q: 3 clusters Score -3.95927e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 287153 members 
Entering Unmasked Estep 
Score: -39592972.000000 Penalty: 6236.648438
	Iteration 10Q: 3 clusters Score -3.959297e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 287607 members 
Entering Unmasked Estep 
Score: -39593252.000000 Penalty: 6236.648438
	Iteration 11Q: 3 clusters Score -3.959325e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 287817 members 
Entering Unmasked Estep 
Score: -39593236.000000 Penalty: 6236.648438
	Iteration 12Q: 3 clusters Score -3.959324e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 287912 members 
Entering Unmasked Estep 
Score: -39593252.000000 Penalty: 6236.648438
	Iteration 13Q: 3 clusters Score -3.959325e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 287977 members 
Entering Unmasked Estep 
Score: -39593248.000000 Penalty: 6236.648438
	Iteration 14Q: 3 clusters Score -3.959325e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 288014 members 
Entering Unmasked Estep 
Score: -39593264.000000 Penalty: 6236.648438
	Iteration 15Q: 3 clusters Score -3.959326e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 288030 members 
Entering Unmasked Estep 
Score: -39593328.000000 Penalty: 6236.648438
	Iteration 16Q: 3 clusters Score -3.959333e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 288049 members 
Entering Unmasked Estep 
Score: -39593304.000000 Penalty: 6236.648438
	Iteration 17Q: 3 clusters Score -3.95933e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 288053 members 
Entering Unmasked Estep 
Score: -39593328.000000 Penalty: 6236.648438
	Iteration 18Q: 3 clusters Score -3.959333e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 288054 members 
Entering Unmasked Estep 
Score: -39593352.000000 Penalty: 6236.648438
	Iteration 19Q: 3 clusters Score -3.959335e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 288065 members 
Entering Unmasked Estep 
Score: -39593372.000000 Penalty: 6236.648438
	Iteration 20F: 3 clusters Score -3.959337e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 288066 members 
Entering Unmasked Estep 
Score: -39593404.000000 Penalty: 6236.648438
	Iteration 21Q: 3 clusters Score -3.95934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 288078 members 
Entering Unmasked Estep 
Score: -39593436.000000 Penalty: 6236.648438
	Iteration 22Q: 3 clusters Score -3.959344e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 288073 members 
Entering Unmasked Estep 
Score: -39593416.000000 Penalty: 6236.648438
	Iteration 23Q: 3 clusters Score -3.959342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 288074 members 
Entering Unmasked Estep 
Score: -39593432.000000 Penalty: 6236.648438
	Iteration 24Q: 3 clusters Score -3.959343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 288073 members 
Entering Unmasked Estep 
Score: -39593436.000000 Penalty: 6236.648438
	Iteration 25Q: 3 clusters Score -3.959344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 288074 members 
Entering Unmasked Estep 
Score: -39593444.000000 Penalty: 6236.648438
	Iteration 26Q: 3 clusters Score -3.959344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 288077 members 
Entering Unmasked Estep 
Score: -39593428.000000 Penalty: 6236.648438
	Iteration 27Q: 3 clusters Score -3.959343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 288076 members 
Entering Unmasked Estep 
Score: -39593436.000000 Penalty: 6236.648438
	Iteration 28Q: 3 clusters Score -3.959344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 288078 members 
Entering Unmasked Estep 
Score: -39593448.000000 Penalty: 6236.648438
	Iteration 29Q: 3 clusters Score -3.959345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 288078 members 
Entering Unmasked Estep 
Score: -39593452.000000 Penalty: 6236.648438
	Iteration 30Q: 3 clusters Score -3.959345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 288078 members 
Entering Unmasked Estep 
Score: -39593448.000000 Penalty: 6236.648438
	Iteration 31Q: 3 clusters Score -3.959345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 288078 members 
Entering Unmasked Estep 
Score: -39593448.000000 Penalty: 6236.648438
	Iteration 32F: 3 clusters Score -3.959345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Entering Unmasked Estep 
Score: -1307469.000000 Penalty: 2276.072998
	Iteration 0F: 2 clusters Score -1307469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1299969.875000 Penalty: 4552.145996
	Iteration 0F: 3 clusters Score -1299970 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1302147.250000 Penalty: 4552.145996
	Iteration 1F: 3 clusters Score -1302147 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1302485.500000 Penalty: 4552.145996
	Iteration 2F: 3 clusters Score -1302486 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1302753.375000 Penalty: 4552.145996
	Iteration 3F: 3 clusters Score -1302753 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1302990.500000 Penalty: 4552.145996
	Iteration 4Q: 3 clusters Score -1302990 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1303236.375000 Penalty: 4552.145996
	Iteration 5Q: 3 clusters Score -1303236 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1303493.375000 Penalty: 4552.145996
	Iteration 6Q: 3 clusters Score -1303493 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1303780.375000 Penalty: 4552.145996
	Iteration 7Q: 3 clusters Score -1303780 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1304065.125000 Penalty: 4552.145996
	Iteration 8Q: 3 clusters Score -1304065 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1304318.625000 Penalty: 4552.145996
	Iteration 9Q: 3 clusters Score -1304319 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1304540.250000 Penalty: 4552.145996
	Iteration 10Q: 3 clusters Score -1304540 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1304753.125000 Penalty: 4552.145996
	Iteration 11Q: 3 clusters Score -1304753 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1304952.250000 Penalty: 4552.145996
	Iteration 12Q: 3 clusters Score -1304952 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1305118.750000 Penalty: 4552.145996
	Iteration 13Q: 3 clusters Score -1305119 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1305246.000000 Penalty: 4552.145996
	Iteration 14Q: 3 clusters Score -1305246 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1305336.625000 Penalty: 4552.145996
	Iteration 15Q: 3 clusters Score -1305337 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1305404.000000 Penalty: 4552.145996
	Iteration 16Q: 3 clusters Score -1305404 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1305459.375000 Penalty: 4552.145996
	Iteration 17Q: 3 clusters Score -1305459 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1305496.500000 Penalty: 4552.145996
	Iteration 18Q: 3 clusters Score -1305496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1305533.375000 Penalty: 4552.145996
	Iteration 19Q: 3 clusters Score -1305533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1305558.500000 Penalty: 4552.145996
	Iteration 20F: 3 clusters Score -1305558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1305572.125000 Penalty: 4552.145996
	Iteration 21Q: 3 clusters Score -1305572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1305583.000000 Penalty: 4552.145996
	Iteration 22Q: 3 clusters Score -1305583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1305593.750000 Penalty: 4552.145996
	Iteration 23Q: 3 clusters Score -1305594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1305599.125000 Penalty: 4552.145996
	Iteration 24Q: 3 clusters Score -1305599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1305606.000000 Penalty: 4552.145996
	Iteration 25Q: 3 clusters Score -1305606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1305609.250000 Penalty: 4552.145996
	Iteration 26Q: 3 clusters Score -1305609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1305610.250000 Penalty: 4552.145996
	Iteration 27Q: 3 clusters Score -1305610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1305615.500000 Penalty: 4552.145996
	Iteration 28Q: 3 clusters Score -1305616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1305614.000000 Penalty: 4552.145996
	Iteration 29Q: 3 clusters Score -1305614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1305618.750000 Penalty: 4552.145996
	Iteration 30Q: 3 clusters Score -1305619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1305618.250000 Penalty: 4552.145996
	Iteration 31Q: 3 clusters Score -1305618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1305623.625000 Penalty: 4552.145996
	Iteration 32Q: 3 clusters Score -1305624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1305625.750000 Penalty: 4552.145996
	Iteration 33Q: 3 clusters Score -1305626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1305628.000000 Penalty: 4552.145996
	Iteration 34Q: 3 clusters Score -1305628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1305632.000000 Penalty: 4552.145996
	Iteration 35Q: 3 clusters Score -1305632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1305640.250000 Penalty: 4552.145996
	Iteration 36Q: 3 clusters Score -1305640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1305641.250000 Penalty: 4552.145996
	Iteration 37Q: 3 clusters Score -1305641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1305643.625000 Penalty: 4552.145996
	Iteration 38Q: 3 clusters Score -1305644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1305646.125000 Penalty: 4552.145996
	Iteration 39Q: 3 clusters Score -1305646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1305649.625000 Penalty: 4552.145996
	Iteration 40F: 3 clusters Score -1305650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1305655.625000 Penalty: 4552.145996
	Iteration 41Q: 3 clusters Score -1305656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1305660.750000 Penalty: 4552.145996
	Iteration 42Q: 3 clusters Score -1305661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1305663.750000 Penalty: 4552.145996
	Iteration 43Q: 3 clusters Score -1305664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1305664.250000 Penalty: 4552.145996
	Iteration 44Q: 3 clusters Score -1305664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1305663.500000 Penalty: 4552.145996
	Iteration 45Q: 3 clusters Score -1305664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1305663.500000 Penalty: 4552.145996
	Iteration 46F: 3 clusters Score -1305664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (69861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69861 members 
Entering Unmasked Estep 
Score: -9774316.000000 Penalty: 2766.257080
	Iteration 0F: 2 clusters Score -9774316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -9727827.000000 Penalty: 5532.514160
	Iteration 0F: 3 clusters Score -9727827 nChanged 32626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -9746428.000000 Penalty: 5532.514160
	Iteration 1F: 3 clusters Score -9746428 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -9747358.000000 Penalty: 5532.514160
	Iteration 2Q: 3 clusters Score -9747358 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -9748585.000000 Penalty: 5532.514160
	Iteration 3Q: 3 clusters Score -9748585 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -9750159.000000 Penalty: 5532.514160
	Iteration 4Q: 3 clusters Score -9750159 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -9752285.000000 Penalty: 5532.514160
	Iteration 5F: 3 clusters Score -9752285 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -9754678.000000 Penalty: 5532.514160
	Iteration 6F: 3 clusters Score -9754678 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -9757283.000000 Penalty: 5532.514160
	Iteration 7F: 3 clusters Score -9757283 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -9759658.000000 Penalty: 5532.514160
	Iteration 8F: 3 clusters Score -9759658 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -9761384.000000 Penalty: 5532.514160
	Iteration 9Q: 3 clusters Score -9761384 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -9762432.000000 Penalty: 5532.514160
	Iteration 10Q: 3 clusters Score -9762432 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -9762954.000000 Penalty: 5532.514160
	Iteration 11Q: 3 clusters Score -9762954 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -9763217.000000 Penalty: 5532.514160
	Iteration 12Q: 3 clusters Score -9763217 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -9763399.000000 Penalty: 5532.514160
	Iteration 13Q: 3 clusters Score -9763399 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -9763539.000000 Penalty: 5532.514160
	Iteration 14Q: 3 clusters Score -9763539 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -9763676.000000 Penalty: 5532.514160
	Iteration 15Q: 3 clusters Score -9763676 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -9763775.000000 Penalty: 5532.514160
	Iteration 16Q: 3 clusters Score -9763775 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -9763865.000000 Penalty: 5532.514160
	Iteration 17Q: 3 clusters Score -9763865 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -9763936.000000 Penalty: 5532.514160
	Iteration 18Q: 3 clusters Score -9763936 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -9764030.000000 Penalty: 5532.514160
	Iteration 19Q: 3 clusters Score -9764030 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -9764119.000000 Penalty: 5532.514160
	Iteration 20F: 3 clusters Score -9764119 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -9764209.000000 Penalty: 5532.514160
	Iteration 21Q: 3 clusters Score -9764209 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -9764260.000000 Penalty: 5532.514160
	Iteration 22Q: 3 clusters Score -9764260 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -9764302.000000 Penalty: 5532.514160
	Iteration 23Q: 3 clusters Score -9764302 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -9764404.000000 Penalty: 5532.514160
	Iteration 24Q: 3 clusters Score -9764404 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -9764386.000000 Penalty: 5532.514160
	Iteration 25Q: 3 clusters Score -9764386 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -9764466.000000 Penalty: 5532.514160
	Iteration 26Q: 3 clusters Score -9764466 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -9764519.000000 Penalty: 5532.514160
	Iteration 27Q: 3 clusters Score -9764519 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -9764554.000000 Penalty: 5532.514160
	Iteration 28Q: 3 clusters Score -9764554 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -9764608.000000 Penalty: 5532.514160
	Iteration 29Q: 3 clusters Score -9764608 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -9764606.000000 Penalty: 5532.514160
	Iteration 30Q: 3 clusters Score -9764606 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -9764678.000000 Penalty: 5532.514160
	Iteration 31Q: 3 clusters Score -9764678 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -9764684.000000 Penalty: 5532.514160
	Iteration 32Q: 3 clusters Score -9764684 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -9764670.000000 Penalty: 5532.514160
	Iteration 33Q: 3 clusters Score -9764670 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -9764672.000000 Penalty: 5532.514160
	Iteration 34Q: 3 clusters Score -9764672 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -9764703.000000 Penalty: 5532.514160
	Iteration 35Q: 3 clusters Score -9764703 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -9764707.000000 Penalty: 5532.514160
	Iteration 36Q: 3 clusters Score -9764707 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -9764745.000000 Penalty: 5532.514160
	Iteration 37Q: 3 clusters Score -9764745 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -9764769.000000 Penalty: 5532.514160
	Iteration 38Q: 3 clusters Score -9764769 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -9764752.000000 Penalty: 5532.514160
	Iteration 39Q: 3 clusters Score -9764752 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -9764758.000000 Penalty: 5532.514160
	Iteration 40F: 3 clusters Score -9764758 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -9764765.000000 Penalty: 5532.514160
	Iteration 41Q: 3 clusters Score -9764765 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -9764763.000000 Penalty: 5532.514160
	Iteration 42Q: 3 clusters Score -9764763 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -9764769.000000 Penalty: 5532.514160
	Iteration 43Q: 3 clusters Score -9764769 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -9764754.000000 Penalty: 5532.514160
	Iteration 44Q: 3 clusters Score -9764754 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -9764764.000000 Penalty: 5532.514160
	Iteration 45Q: 3 clusters Score -9764764 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -9764757.000000 Penalty: 5532.514160
	Iteration 46Q: 3 clusters Score -9764757 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -9764772.000000 Penalty: 5532.514160
	Iteration 47Q: 3 clusters Score -9764772 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -9764774.000000 Penalty: 5532.514160
	Iteration 48Q: 3 clusters Score -9764774 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -9764777.000000 Penalty: 5532.514160
	Iteration 49Q: 3 clusters Score -9764777 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -9764795.000000 Penalty: 5532.514160
	Iteration 50Q: 3 clusters Score -9764795 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -9764801.000000 Penalty: 5532.514160
	Iteration 51Q: 3 clusters Score -9764801 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -9764816.000000 Penalty: 5532.514160
	Iteration 52Q: 3 clusters Score -9764816 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -9764813.000000 Penalty: 5532.514160
	Iteration 53Q: 3 clusters Score -9764813 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -9764810.000000 Penalty: 5532.514160
	Iteration 54Q: 3 clusters Score -9764810 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -9764823.000000 Penalty: 5532.514160
	Iteration 55Q: 3 clusters Score -9764823 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -9764834.000000 Penalty: 5532.514160
	Iteration 56Q: 3 clusters Score -9764834 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -9764860.000000 Penalty: 5532.514160
	Iteration 57Q: 3 clusters Score -9764860 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -9764860.000000 Penalty: 5532.514160
	Iteration 58Q: 3 clusters Score -9764860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -9764853.000000 Penalty: 5532.514160
	Iteration 59Q: 3 clusters Score -9764853 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -9764855.000000 Penalty: 5532.514160
	Iteration 60F: 3 clusters Score -9764855 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -9764865.000000 Penalty: 5532.514160
	Iteration 61Q: 3 clusters Score -9764865 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -9764873.000000 Penalty: 5532.514160
	Iteration 62Q: 3 clusters Score -9764873 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -9764849.000000 Penalty: 5532.514160
	Iteration 63Q: 3 clusters Score -9764849 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -9764869.000000 Penalty: 5532.514160
	Iteration 64Q: 3 clusters Score -9764869 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -9764861.000000 Penalty: 5532.514160
	Iteration 65Q: 3 clusters Score -9764861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -9764865.000000 Penalty: 5532.514160
	Iteration 66Q: 3 clusters Score -9764865 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -9764858.000000 Penalty: 5532.514160
	Iteration 67Q: 3 clusters Score -9764858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -9764874.000000 Penalty: 5532.514160
	Iteration 68Q: 3 clusters Score -9764874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -9764878.000000 Penalty: 5532.514160
	Iteration 69Q: 3 clusters Score -9764878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -9764886.000000 Penalty: 5532.514160
	Iteration 70Q: 3 clusters Score -9764886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -9764885.000000 Penalty: 5532.514160
	Iteration 71Q: 3 clusters Score -9764885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -9764894.000000 Penalty: 5532.514160
	Iteration 72Q: 3 clusters Score -9764894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -9764885.000000 Penalty: 5532.514160
	Iteration 73Q: 3 clusters Score -9764885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -9764892.000000 Penalty: 5532.514160
	Iteration 74Q: 3 clusters Score -9764892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -9764884.000000 Penalty: 5532.514160
	Iteration 75Q: 3 clusters Score -9764884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -9764866.000000 Penalty: 5532.514160
	Iteration 76Q: 3 clusters Score -9764866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -9764859.000000 Penalty: 5532.514160
	Iteration 77Q: 3 clusters Score -9764859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -9764858.000000 Penalty: 5532.514160
	Iteration 78Q: 3 clusters Score -9764858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -9764858.000000 Penalty: 5532.514160
	Iteration 79Q: 3 clusters Score -9764858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -9764859.000000 Penalty: 5532.514160
	Iteration 80F: 3 clusters Score -9764859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -9764852.000000 Penalty: 5532.514160
	Iteration 81Q: 3 clusters Score -9764852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -9764857.000000 Penalty: 5532.514160
	Iteration 82Q: 3 clusters Score -9764857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -9764853.000000 Penalty: 5532.514160
	Iteration 83Q: 3 clusters Score -9764853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -9764847.000000 Penalty: 5532.514160
	Iteration 84Q: 3 clusters Score -9764847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -9764843.000000 Penalty: 5532.514160
	Iteration 85Q: 3 clusters Score -9764843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -9764844.000000 Penalty: 5532.514160
	Iteration 86Q: 3 clusters Score -9764844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -9764844.000000 Penalty: 5532.514160
	Iteration 87Q: 3 clusters Score -9764844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -9764836.000000 Penalty: 5532.514160
	Iteration 88Q: 3 clusters Score -9764836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -9764837.000000 Penalty: 5532.514160
	Iteration 89Q: 3 clusters Score -9764837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -9764826.000000 Penalty: 5532.514160
	Iteration 90Q: 3 clusters Score -9764826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -9764826.000000 Penalty: 5532.514160
	Iteration 91Q: 3 clusters Score -9764826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -9764826.000000 Penalty: 5532.514160
	Iteration 92Q: 3 clusters Score -9764826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -9764832.000000 Penalty: 5532.514160
	Iteration 93Q: 3 clusters Score -9764832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -9764833.000000 Penalty: 5532.514160
	Iteration 94Q: 3 clusters Score -9764833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -9764824.000000 Penalty: 5532.514160
	Iteration 95Q: 3 clusters Score -9764824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -9764834.000000 Penalty: 5532.514160
	Iteration 96Q: 3 clusters Score -9764834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -9764850.000000 Penalty: 5532.514160
	Iteration 97Q: 3 clusters Score -9764850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -9764843.000000 Penalty: 5532.514160
	Iteration 98Q: 3 clusters Score -9764843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -9764832.000000 Penalty: 5532.514160
	Iteration 99Q: 3 clusters Score -9764832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -9764830.000000 Penalty: 5532.514160
	Iteration 100F: 3 clusters Score -9764830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -9764837.000000 Penalty: 5532.514160
	Iteration 101Q: 3 clusters Score -9764837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -9764823.000000 Penalty: 5532.514160
	Iteration 102Q: 3 clusters Score -9764823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -9764828.000000 Penalty: 5532.514160
	Iteration 103Q: 3 clusters Score -9764828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -9764845.000000 Penalty: 5532.514160
	Iteration 104Q: 3 clusters Score -9764845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -9764842.000000 Penalty: 5532.514160
	Iteration 105Q: 3 clusters Score -9764842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -9764843.000000 Penalty: 5532.514160
	Iteration 106Q: 3 clusters Score -9764843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -9764835.000000 Penalty: 5532.514160
	Iteration 107Q: 3 clusters Score -9764835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -9764834.000000 Penalty: 5532.514160
	Iteration 108Q: 3 clusters Score -9764834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -9764844.000000 Penalty: 5532.514160
	Iteration 109Q: 3 clusters Score -9764844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -9764850.000000 Penalty: 5532.514160
	Iteration 110Q: 3 clusters Score -9764850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -9764850.000000 Penalty: 5532.514160
	Iteration 111Q: 3 clusters Score -9764850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -9764853.000000 Penalty: 5532.514160
	Iteration 112Q: 3 clusters Score -9764853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -9764837.000000 Penalty: 5532.514160
	Iteration 113Q: 3 clusters Score -9764837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -9764849.000000 Penalty: 5532.514160
	Iteration 114Q: 3 clusters Score -9764849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -9764847.000000 Penalty: 5532.514160
	Iteration 115Q: 3 clusters Score -9764847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -9764846.000000 Penalty: 5532.514160
	Iteration 116Q: 3 clusters Score -9764846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -9764843.000000 Penalty: 5532.514160
	Iteration 117Q: 3 clusters Score -9764843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -9764844.000000 Penalty: 5532.514160
	Iteration 118Q: 3 clusters Score -9764844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -9764844.000000 Penalty: 5532.514160
	Iteration 119F: 3 clusters Score -9764844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (235317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235317 members 
Entering Unmasked Estep 
Score: -32760754.000000 Penalty: 3067.434814
	Iteration 0F: 2 clusters Score -3.276075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117600 members 
Mstep: Class 2 contains 117717 members 
Entering Unmasked Estep 
Score: -32623014.000000 Penalty: 6134.869629
	Iteration 0F: 3 clusters Score -3.262301e+07 nChanged 113465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115985 members 
Mstep: Class 2 contains 119332 members 
Entering Unmasked Estep 
Score: -32690706.000000 Penalty: 6134.869629
	Iteration 1F: 3 clusters Score -3.269071e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114869 members 
Mstep: Class 2 contains 120448 members 
Entering Unmasked Estep 
Score: -32692068.000000 Penalty: 6134.869629
	Iteration 2Q: 3 clusters Score -3.269207e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113448 members 
Mstep: Class 2 contains 121869 members 
Entering Unmasked Estep 
Score: -32694094.000000 Penalty: 6134.869629
	Iteration 3Q: 3 clusters Score -3.269409e+07 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111576 members 
Mstep: Class 2 contains 123741 members 
Entering Unmasked Estep 
Score: -32696606.000000 Penalty: 6134.869629
	Iteration 4Q: 3 clusters Score -3.269661e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109259 members 
Mstep: Class 2 contains 126058 members 
Entering Unmasked Estep 
Score: -32699706.000000 Penalty: 6134.869629
	Iteration 5Q: 3 clusters Score -3.269971e+07 nChanged 10637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106650 members 
Mstep: Class 2 contains 128667 members 
Entering Unmasked Estep 
Score: -32704198.000000 Penalty: 6134.869629
	Iteration 6Q: 3 clusters Score -3.27042e+07 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104095 members 
Mstep: Class 2 contains 131222 members 
Entering Unmasked Estep 
Score: -32710914.000000 Penalty: 6134.869629
	Iteration 7F: 3 clusters Score -3.271091e+07 nChanged 14259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102230 members 
Mstep: Class 2 contains 133087 members 
Entering Unmasked Estep 
Score: -32720562.000000 Penalty: 6134.869629
	Iteration 8F: 3 clusters Score -3.272056e+07 nChanged 15101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101571 members 
Mstep: Class 2 contains 133746 members 
Entering Unmasked Estep 
Score: -32730488.000000 Penalty: 6134.869629
	Iteration 9F: 3 clusters Score -3.273049e+07 nChanged 13159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102006 members 
Mstep: Class 2 contains 133311 members 
Entering Unmasked Estep 
Score: -32736476.000000 Penalty: 6134.869629
	Iteration 10F: 3 clusters Score -3.273648e+07 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102810 members 
Mstep: Class 2 contains 132507 members 
Entering Unmasked Estep 
Score: -32738462.000000 Penalty: 6134.869629
	Iteration 11Q: 3 clusters Score -3.273846e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103938 members 
Mstep: Class 2 contains 131379 members 
Entering Unmasked Estep 
Score: -32739108.000000 Penalty: 6134.869629
	Iteration 12Q: 3 clusters Score -3.273911e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 130104 members 
Entering Unmasked Estep 
Score: -32739474.000000 Penalty: 6134.869629
	Iteration 13Q: 3 clusters Score -3.273947e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106622 members 
Mstep: Class 2 contains 128695 members 
Entering Unmasked Estep 
Score: -32739544.000000 Penalty: 6134.869629
	Iteration 14Q: 3 clusters Score -3.273954e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108155 members 
Mstep: Class 2 contains 127162 members 
Entering Unmasked Estep 
Score: -32739784.000000 Penalty: 6134.869629
	Iteration 15Q: 3 clusters Score -3.273978e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 125585 members 
Entering Unmasked Estep 
Score: -32740222.000000 Penalty: 6134.869629
	Iteration 16Q: 3 clusters Score -3.274022e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111370 members 
Mstep: Class 2 contains 123947 members 
Entering Unmasked Estep 
Score: -32740588.000000 Penalty: 6134.869629
	Iteration 17Q: 3 clusters Score -3.274059e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113091 members 
Mstep: Class 2 contains 122226 members 
Entering Unmasked Estep 
Score: -32740790.000000 Penalty: 6134.869629
	Iteration 18Q: 3 clusters Score -3.274079e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115063 members 
Mstep: Class 2 contains 120254 members 
Entering Unmasked Estep 
Score: -32740962.000000 Penalty: 6134.869629
	Iteration 19Q: 3 clusters Score -3.274096e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117296 members 
Mstep: Class 2 contains 118021 members 
Entering Unmasked Estep 
Score: -32741252.000000 Penalty: 6134.869629
	Iteration 20F: 3 clusters Score -3.274125e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119677 members 
Mstep: Class 2 contains 115640 members 
Entering Unmasked Estep 
Score: -32741580.000000 Penalty: 6134.869629
	Iteration 21Q: 3 clusters Score -3.274158e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122293 members 
Mstep: Class 2 contains 113024 members 
Entering Unmasked Estep 
Score: -32741906.000000 Penalty: 6134.869629
	Iteration 22Q: 3 clusters Score -3.274191e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125032 members 
Mstep: Class 2 contains 110285 members 
Entering Unmasked Estep 
Score: -32742358.000000 Penalty: 6134.869629
	Iteration 23Q: 3 clusters Score -3.274236e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127984 members 
Mstep: Class 2 contains 107333 members 
Entering Unmasked Estep 
Score: -32742876.000000 Penalty: 6134.869629
	Iteration 24Q: 3 clusters Score -3.274288e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131247 members 
Mstep: Class 2 contains 104070 members 
Entering Unmasked Estep 
Score: -32743428.000000 Penalty: 6134.869629
	Iteration 25Q: 3 clusters Score -3.274343e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134951 members 
Mstep: Class 2 contains 100366 members 
Entering Unmasked Estep 
Score: -32743966.000000 Penalty: 6134.869629
	Iteration 26Q: 3 clusters Score -3.274397e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139036 members 
Mstep: Class 2 contains 96281 members 
Entering Unmasked Estep 
Score: -32744764.000000 Penalty: 6134.869629
	Iteration 27Q: 3 clusters Score -3.274476e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143332 members 
Mstep: Class 2 contains 91985 members 
Entering Unmasked Estep 
Score: -32745366.000000 Penalty: 6134.869629
	Iteration 28Q: 3 clusters Score -3.274537e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147891 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -32746026.000000 Penalty: 6134.869629
	Iteration 29Q: 3 clusters Score -3.274603e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152742 members 
Mstep: Class 2 contains 82575 members 
Entering Unmasked Estep 
Score: -32746690.000000 Penalty: 6134.869629
	Iteration 30Q: 3 clusters Score -3.274669e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157649 members 
Mstep: Class 2 contains 77668 members 
Entering Unmasked Estep 
Score: -32747516.000000 Penalty: 6134.869629
	Iteration 31Q: 3 clusters Score -3.274752e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162459 members 
Mstep: Class 2 contains 72858 members 
Entering Unmasked Estep 
Score: -32747922.000000 Penalty: 6134.869629
	Iteration 32Q: 3 clusters Score -3.274792e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167069 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -32747922.000000 Penalty: 6134.869629
	Iteration 33Q: 3 clusters Score -3.274792e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171331 members 
Mstep: Class 2 contains 63986 members 
Entering Unmasked Estep 
Score: -32747960.000000 Penalty: 6134.869629
	Iteration 34Q: 3 clusters Score -3.274796e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175271 members 
Mstep: Class 2 contains 60046 members 
Entering Unmasked Estep 
Score: -32747986.000000 Penalty: 6134.869629
	Iteration 35Q: 3 clusters Score -3.274799e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178801 members 
Mstep: Class 2 contains 56516 members 
Entering Unmasked Estep 
Score: -32747960.000000 Penalty: 6134.869629
	Iteration 36Q: 3 clusters Score -3.274796e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181977 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -32747940.000000 Penalty: 6134.869629
	Iteration 37Q: 3 clusters Score -3.274794e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184808 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -32748164.000000 Penalty: 6134.869629
	Iteration 38Q: 3 clusters Score -3.274816e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187376 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -32748320.000000 Penalty: 6134.869629
	Iteration 39Q: 3 clusters Score -3.274832e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189779 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -32749656.000000 Penalty: 6134.869629
	Iteration 40F: 3 clusters Score -3.274966e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193181 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -32750114.000000 Penalty: 6134.869629
	Iteration 41Q: 3 clusters Score -3.275011e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196365 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -32750302.000000 Penalty: 6134.869629
	Iteration 42Q: 3 clusters Score -3.27503e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199218 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -32750166.000000 Penalty: 6134.869629
	Iteration 43Q: 3 clusters Score -3.275017e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201828 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -32750196.000000 Penalty: 6134.869629
	Iteration 44Q: 3 clusters Score -3.27502e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204156 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -32750152.000000 Penalty: 6134.869629
	Iteration 45Q: 3 clusters Score -3.275015e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206392 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -32750048.000000 Penalty: 6134.869629
	Iteration 46Q: 3 clusters Score -3.275005e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208487 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -32749972.000000 Penalty: 6134.869629
	Iteration 47Q: 3 clusters Score -3.274997e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210432 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -32749814.000000 Penalty: 6134.869629
	Iteration 48Q: 3 clusters Score -3.274981e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212301 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -32749604.000000 Penalty: 6134.869629
	Iteration 49Q: 3 clusters Score -3.27496e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214046 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -32750100.000000 Penalty: 6134.869629
	Iteration 50Q: 3 clusters Score -3.27501e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215731 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -32750896.000000 Penalty: 6134.869629
	Iteration 51Q: 3 clusters Score -3.27509e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217314 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -32751568.000000 Penalty: 6134.869629
	Iteration 52Q: 3 clusters Score -3.275157e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218784 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -32752264.000000 Penalty: 6134.869629
	Iteration 53Q: 3 clusters Score -3.275226e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220183 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -32752718.000000 Penalty: 6134.869629
	Iteration 54Q: 3 clusters Score -3.275272e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221472 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -32753212.000000 Penalty: 6134.869629
	Iteration 55Q: 3 clusters Score -3.275321e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222622 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -32753488.000000 Penalty: 6134.869629
	Iteration 56Q: 3 clusters Score -3.275349e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223637 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -32754078.000000 Penalty: 6134.869629
	Iteration 57Q: 3 clusters Score -3.275408e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224650 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -32755012.000000 Penalty: 6134.869629
	Iteration 58Q: 3 clusters Score -3.275501e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225645 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -32755756.000000 Penalty: 6134.869629
	Iteration 59Q: 3 clusters Score -3.275576e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226551 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -32756400.000000 Penalty: 6134.869629
	Iteration 60F: 3 clusters Score -3.27564e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227357 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -32756826.000000 Penalty: 6134.869629
	Iteration 61Q: 3 clusters Score -3.275683e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228125 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -32757198.000000 Penalty: 6134.869629
	Iteration 62Q: 3 clusters Score -3.27572e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228811 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -32757470.000000 Penalty: 6134.869629
	Iteration 63Q: 3 clusters Score -3.275747e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229450 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -32757706.000000 Penalty: 6134.869629
	Iteration 64Q: 3 clusters Score -3.275771e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230060 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -32757958.000000 Penalty: 6134.869629
	Iteration 65Q: 3 clusters Score -3.275796e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230597 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -32758238.000000 Penalty: 6134.869629
	Iteration 66Q: 3 clusters Score -3.275824e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231049 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -32758300.000000 Penalty: 6134.869629
	Iteration 67Q: 3 clusters Score -3.27583e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231423 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -32758386.000000 Penalty: 6134.869629
	Iteration 68Q: 3 clusters Score -3.275839e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231748 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -32758420.000000 Penalty: 6134.869629
	Iteration 69Q: 3 clusters Score -3.275842e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232019 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -32758472.000000 Penalty: 6134.869629
	Iteration 70Q: 3 clusters Score -3.275847e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232282 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -32758526.000000 Penalty: 6134.869629
	Iteration 71Q: 3 clusters Score -3.275853e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232519 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -32758472.000000 Penalty: 6134.869629
	Iteration 72Q: 3 clusters Score -3.275847e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232708 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -32758460.000000 Penalty: 6134.869629
	Iteration 73Q: 3 clusters Score -3.275846e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232888 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -32758452.000000 Penalty: 6134.869629
	Iteration 74Q: 3 clusters Score -3.275845e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233037 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -32758520.000000 Penalty: 6134.869629
	Iteration 75Q: 3 clusters Score -3.275852e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233154 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -32758564.000000 Penalty: 6134.869629
	Iteration 76Q: 3 clusters Score -3.275856e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233251 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -32758542.000000 Penalty: 6134.869629
	Iteration 77Q: 3 clusters Score -3.275854e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233336 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -32758558.000000 Penalty: 6134.869629
	Iteration 78Q: 3 clusters Score -3.275856e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233402 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -32758572.000000 Penalty: 6134.869629
	Iteration 79Q: 3 clusters Score -3.275857e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233477 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -32758584.000000 Penalty: 6134.869629
	Iteration 80F: 3 clusters Score -3.275858e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233551 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -32758590.000000 Penalty: 6134.869629
	Iteration 81Q: 3 clusters Score -3.275859e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233610 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -32758582.000000 Penalty: 6134.869629
	Iteration 82Q: 3 clusters Score -3.275858e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233661 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -32758602.000000 Penalty: 6134.869629
	Iteration 83Q: 3 clusters Score -3.27586e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233706 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -32758568.000000 Penalty: 6134.869629
	Iteration 84Q: 3 clusters Score -3.275857e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233751 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -32758596.000000 Penalty: 6134.869629
	Iteration 85Q: 3 clusters Score -3.27586e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233793 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -32758610.000000 Penalty: 6134.869629
	Iteration 86Q: 3 clusters Score -3.275861e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233830 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -32758622.000000 Penalty: 6134.869629
	Iteration 87Q: 3 clusters Score -3.275862e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233863 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -32758612.000000 Penalty: 6134.869629
	Iteration 88Q: 3 clusters Score -3.275861e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233889 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -32758626.000000 Penalty: 6134.869629
	Iteration 89Q: 3 clusters Score -3.275863e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233911 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -32758638.000000 Penalty: 6134.869629
	Iteration 90Q: 3 clusters Score -3.275864e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233939 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -32758638.000000 Penalty: 6134.869629
	Iteration 91Q: 3 clusters Score -3.275864e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233963 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -32758618.000000 Penalty: 6134.869629
	Iteration 92Q: 3 clusters Score -3.275862e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233979 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -32758638.000000 Penalty: 6134.869629
	Iteration 93Q: 3 clusters Score -3.275864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234004 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -32758642.000000 Penalty: 6134.869629
	Iteration 94Q: 3 clusters Score -3.275864e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234019 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -32758640.000000 Penalty: 6134.869629
	Iteration 95Q: 3 clusters Score -3.275864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234031 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -32758654.000000 Penalty: 6134.869629
	Iteration 96Q: 3 clusters Score -3.275865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234038 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -32758642.000000 Penalty: 6134.869629
	Iteration 97Q: 3 clusters Score -3.275864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234043 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -32758656.000000 Penalty: 6134.869629
	Iteration 98Q: 3 clusters Score -3.275866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234051 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -32758676.000000 Penalty: 6134.869629
	Iteration 99Q: 3 clusters Score -3.275868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234062 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -32758642.000000 Penalty: 6134.869629
	Iteration 100F: 3 clusters Score -3.275864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234074 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -32758652.000000 Penalty: 6134.869629
	Iteration 101Q: 3 clusters Score -3.275865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234086 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -32758668.000000 Penalty: 6134.869629
	Iteration 102Q: 3 clusters Score -3.275867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234091 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -32758686.000000 Penalty: 6134.869629
	Iteration 103Q: 3 clusters Score -3.275869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234097 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -32758680.000000 Penalty: 6134.869629
	Iteration 104Q: 3 clusters Score -3.275868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234103 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -32758682.000000 Penalty: 6134.869629
	Iteration 105Q: 3 clusters Score -3.275868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234112 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -32758690.000000 Penalty: 6134.869629
	Iteration 106Q: 3 clusters Score -3.275869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234120 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -32758692.000000 Penalty: 6134.869629
	Iteration 107Q: 3 clusters Score -3.275869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234126 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -32758708.000000 Penalty: 6134.869629
	Iteration 108Q: 3 clusters Score -3.275871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234128 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -32758680.000000 Penalty: 6134.869629
	Iteration 109Q: 3 clusters Score -3.275868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234130 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -32758688.000000 Penalty: 6134.869629
	Iteration 110Q: 3 clusters Score -3.275869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234130 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -32758688.000000 Penalty: 6134.869629
	Iteration 111F: 3 clusters Score -3.275869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Entering Unmasked Estep 
Score: -5720375.000000 Penalty: 2642.217041
	Iteration 0F: 2 clusters Score -5720375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -5691473.000000 Penalty: 5284.434082
	Iteration 0F: 3 clusters Score -5691473 nChanged 19539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -5702362.000000 Penalty: 5284.434082
	Iteration 1F: 3 clusters Score -5702362 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -5702916.500000 Penalty: 5284.434082
	Iteration 2Q: 3 clusters Score -5702916 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -5703614.500000 Penalty: 5284.434082
	Iteration 3Q: 3 clusters Score -5703614 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -5704458.500000 Penalty: 5284.434082
	Iteration 4Q: 3 clusters Score -5704458 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -5705635.500000 Penalty: 5284.434082
	Iteration 5F: 3 clusters Score -5705636 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -5707207.500000 Penalty: 5284.434082
	Iteration 6F: 3 clusters Score -5707208 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -5709003.000000 Penalty: 5284.434082
	Iteration 7F: 3 clusters Score -5709003 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -5710710.000000 Penalty: 5284.434082
	Iteration 8F: 3 clusters Score -5710710 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -5712282.500000 Penalty: 5284.434082
	Iteration 9F: 3 clusters Score -5712282 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -5713652.000000 Penalty: 5284.434082
	Iteration 10Q: 3 clusters Score -5713652 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -5714937.500000 Penalty: 5284.434082
	Iteration 11Q: 3 clusters Score -5714938 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -5716070.500000 Penalty: 5284.434082
	Iteration 12Q: 3 clusters Score -5716070 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -5716967.500000 Penalty: 5284.434082
	Iteration 13Q: 3 clusters Score -5716968 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -5717500.000000 Penalty: 5284.434082
	Iteration 14Q: 3 clusters Score -5717500 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -5717743.500000 Penalty: 5284.434082
	Iteration 15Q: 3 clusters Score -5717744 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -5717902.000000 Penalty: 5284.434082
	Iteration 16Q: 3 clusters Score -5717902 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -5717956.000000 Penalty: 5284.434082
	Iteration 17Q: 3 clusters Score -5717956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -5717973.500000 Penalty: 5284.434082
	Iteration 18Q: 3 clusters Score -5717974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -5717986.500000 Penalty: 5284.434082
	Iteration 19Q: 3 clusters Score -5717986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -5717999.000000 Penalty: 5284.434082
	Iteration 20F: 3 clusters Score -5717999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -5718011.000000 Penalty: 5284.434082
	Iteration 21Q: 3 clusters Score -5718011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -5718020.500000 Penalty: 5284.434082
	Iteration 22Q: 3 clusters Score -5718020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -5718031.000000 Penalty: 5284.434082
	Iteration 23Q: 3 clusters Score -5718031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -5718047.000000 Penalty: 5284.434082
	Iteration 24Q: 3 clusters Score -5718047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -5718047.000000 Penalty: 5284.434082
	Iteration 25Q: 3 clusters Score -5718047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -5718055.000000 Penalty: 5284.434082
	Iteration 26Q: 3 clusters Score -5718055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -5718069.000000 Penalty: 5284.434082
	Iteration 27Q: 3 clusters Score -5718069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -5718082.000000 Penalty: 5284.434082
	Iteration 28Q: 3 clusters Score -5718082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -5718080.000000 Penalty: 5284.434082
	Iteration 29Q: 3 clusters Score -5718080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -5718089.500000 Penalty: 5284.434082
	Iteration 30Q: 3 clusters Score -5718090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -5718093.000000 Penalty: 5284.434082
	Iteration 31Q: 3 clusters Score -5718093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -5718093.000000 Penalty: 5284.434082
	Iteration 32F: 3 clusters Score -5718093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -100984.468750 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -100984.5 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 362 members 
Entering Unmasked Estep 
Score: -99233.210938 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -99233.21 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -99496.171875 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -99496.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -99540.117188 Penalty: 3286.194580
	Iteration 2Q: 3 clusters Score -99540.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -99565.695312 Penalty: 3286.194580
	Iteration 3Q: 3 clusters Score -99565.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -99598.984375 Penalty: 3286.194580
	Iteration 4Q: 3 clusters Score -99598.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -99623.265625 Penalty: 3286.194580
	Iteration 5Q: 3 clusters Score -99623.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -99635.953125 Penalty: 3286.194580
	Iteration 6Q: 3 clusters Score -99635.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -99650.617188 Penalty: 3286.194580
	Iteration 7Q: 3 clusters Score -99650.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -99659.640625 Penalty: 3286.194580
	Iteration 8Q: 3 clusters Score -99659.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -99666.679688 Penalty: 3286.194580
	Iteration 9Q: 3 clusters Score -99666.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -99675.921875 Penalty: 3286.194580
	Iteration 10Q: 3 clusters Score -99675.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -99681.742188 Penalty: 3286.194580
	Iteration 11Q: 3 clusters Score -99681.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -99681.742188 Penalty: 3286.194580
	Iteration 12F: 3 clusters Score -99681.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -171408.296875 Penalty: 1784.220337
	Iteration 0F: 2 clusters Score -171408.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -169265.671875 Penalty: 3568.440674
	Iteration 0F: 3 clusters Score -169265.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -169811.203125 Penalty: 3568.440674
	Iteration 1F: 3 clusters Score -169811.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -169936.421875 Penalty: 3568.440674
	Iteration 2F: 3 clusters Score -169936.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -169998.375000 Penalty: 3568.440674
	Iteration 3Q: 3 clusters Score -169998.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -170052.437500 Penalty: 3568.440674
	Iteration 4Q: 3 clusters Score -170052.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -170092.796875 Penalty: 3568.440674
	Iteration 5Q: 3 clusters Score -170092.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -170135.187500 Penalty: 3568.440674
	Iteration 6Q: 3 clusters Score -170135.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -170160.187500 Penalty: 3568.440674
	Iteration 7Q: 3 clusters Score -170160.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -170174.859375 Penalty: 3568.440674
	Iteration 8Q: 3 clusters Score -170174.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -170185.953125 Penalty: 3568.440674
	Iteration 9Q: 3 clusters Score -170186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -170193.906250 Penalty: 3568.440674
	Iteration 10Q: 3 clusters Score -170193.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -170204.437500 Penalty: 3568.440674
	Iteration 11Q: 3 clusters Score -170204.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -170213.093750 Penalty: 3568.440674
	Iteration 12Q: 3 clusters Score -170213.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -170214.921875 Penalty: 3568.440674
	Iteration 13Q: 3 clusters Score -170214.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -170216.578125 Penalty: 3568.440674
	Iteration 14Q: 3 clusters Score -170216.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -170216.578125 Penalty: 3568.440674
	Iteration 15F: 3 clusters Score -170216.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Entering Unmasked Estep 
Score: -2056289.750000 Penalty: 2385.857910
	Iteration 0F: 2 clusters Score -2056290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2045308.500000 Penalty: 4771.715820
	Iteration 0F: 3 clusters Score -2045308 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2048882.250000 Penalty: 4771.715820
	Iteration 1F: 3 clusters Score -2048882 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2049348.500000 Penalty: 4771.715820
	Iteration 2F: 3 clusters Score -2049348 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2049788.000000 Penalty: 4771.715820
	Iteration 3F: 3 clusters Score -2049788 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2050242.000000 Penalty: 4771.715820
	Iteration 4Q: 3 clusters Score -2050242 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2050640.125000 Penalty: 4771.715820
	Iteration 5Q: 3 clusters Score -2050640 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2050967.500000 Penalty: 4771.715820
	Iteration 6Q: 3 clusters Score -2050968 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2051287.750000 Penalty: 4771.715820
	Iteration 7Q: 3 clusters Score -2051288 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2051558.625000 Penalty: 4771.715820
	Iteration 8Q: 3 clusters Score -2051559 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2051801.375000 Penalty: 4771.715820
	Iteration 9Q: 3 clusters Score -2051801 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2052014.625000 Penalty: 4771.715820
	Iteration 10Q: 3 clusters Score -2052015 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2052204.750000 Penalty: 4771.715820
	Iteration 11Q: 3 clusters Score -2052205 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2052356.250000 Penalty: 4771.715820
	Iteration 12Q: 3 clusters Score -2052356 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2052497.750000 Penalty: 4771.715820
	Iteration 13Q: 3 clusters Score -2052498 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2052625.625000 Penalty: 4771.715820
	Iteration 14Q: 3 clusters Score -2052626 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2052738.250000 Penalty: 4771.715820
	Iteration 15Q: 3 clusters Score -2052738 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2052842.625000 Penalty: 4771.715820
	Iteration 16Q: 3 clusters Score -2052843 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2052942.000000 Penalty: 4771.715820
	Iteration 17Q: 3 clusters Score -2052942 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2053025.000000 Penalty: 4771.715820
	Iteration 18Q: 3 clusters Score -2053025 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2053115.875000 Penalty: 4771.715820
	Iteration 19Q: 3 clusters Score -2053116 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2053199.625000 Penalty: 4771.715820
	Iteration 20F: 3 clusters Score -2053200 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2053288.625000 Penalty: 4771.715820
	Iteration 21Q: 3 clusters Score -2053289 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2053373.750000 Penalty: 4771.715820
	Iteration 22Q: 3 clusters Score -2053374 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2053436.875000 Penalty: 4771.715820
	Iteration 23Q: 3 clusters Score -2053437 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2053498.125000 Penalty: 4771.715820
	Iteration 24Q: 3 clusters Score -2053498 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2053558.000000 Penalty: 4771.715820
	Iteration 25Q: 3 clusters Score -2053558 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2053620.250000 Penalty: 4771.715820
	Iteration 26Q: 3 clusters Score -2053620 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2053683.875000 Penalty: 4771.715820
	Iteration 27Q: 3 clusters Score -2053684 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2053738.875000 Penalty: 4771.715820
	Iteration 28Q: 3 clusters Score -2053739 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2053782.625000 Penalty: 4771.715820
	Iteration 29Q: 3 clusters Score -2053783 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2053823.000000 Penalty: 4771.715820
	Iteration 30Q: 3 clusters Score -2053823 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2053860.000000 Penalty: 4771.715820
	Iteration 31Q: 3 clusters Score -2053860 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2053898.000000 Penalty: 4771.715820
	Iteration 32Q: 3 clusters Score -2053898 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2053923.625000 Penalty: 4771.715820
	Iteration 33Q: 3 clusters Score -2053924 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2053955.125000 Penalty: 4771.715820
	Iteration 34Q: 3 clusters Score -2053955 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2053979.375000 Penalty: 4771.715820
	Iteration 35Q: 3 clusters Score -2053979 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2054010.625000 Penalty: 4771.715820
	Iteration 36Q: 3 clusters Score -2054011 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2054030.250000 Penalty: 4771.715820
	Iteration 37Q: 3 clusters Score -2054030 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2054049.125000 Penalty: 4771.715820
	Iteration 38Q: 3 clusters Score -2054049 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2054071.125000 Penalty: 4771.715820
	Iteration 39Q: 3 clusters Score -2054071 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2054100.125000 Penalty: 4771.715820
	Iteration 40F: 3 clusters Score -2054100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2054130.000000 Penalty: 4771.715820
	Iteration 41Q: 3 clusters Score -2054130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2054149.875000 Penalty: 4771.715820
	Iteration 42Q: 3 clusters Score -2054150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2054161.750000 Penalty: 4771.715820
	Iteration 43Q: 3 clusters Score -2054162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2054179.500000 Penalty: 4771.715820
	Iteration 44Q: 3 clusters Score -2054180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2054186.125000 Penalty: 4771.715820
	Iteration 45Q: 3 clusters Score -2054186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2054196.500000 Penalty: 4771.715820
	Iteration 46Q: 3 clusters Score -2054196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2054204.375000 Penalty: 4771.715820
	Iteration 47Q: 3 clusters Score -2054204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2054213.750000 Penalty: 4771.715820
	Iteration 48Q: 3 clusters Score -2054214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2054217.125000 Penalty: 4771.715820
	Iteration 49Q: 3 clusters Score -2054217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2054226.875000 Penalty: 4771.715820
	Iteration 50Q: 3 clusters Score -2054227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2054235.250000 Penalty: 4771.715820
	Iteration 51Q: 3 clusters Score -2054235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2054238.625000 Penalty: 4771.715820
	Iteration 52Q: 3 clusters Score -2054239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2054246.125000 Penalty: 4771.715820
	Iteration 53Q: 3 clusters Score -2054246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2054258.000000 Penalty: 4771.715820
	Iteration 54Q: 3 clusters Score -2054258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2054260.125000 Penalty: 4771.715820
	Iteration 55Q: 3 clusters Score -2054260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2054268.875000 Penalty: 4771.715820
	Iteration 56Q: 3 clusters Score -2054269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2054271.250000 Penalty: 4771.715820
	Iteration 57Q: 3 clusters Score -2054271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2054279.375000 Penalty: 4771.715820
	Iteration 58Q: 3 clusters Score -2054279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2054282.250000 Penalty: 4771.715820
	Iteration 59Q: 3 clusters Score -2054282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2054294.750000 Penalty: 4771.715820
	Iteration 60F: 3 clusters Score -2054295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2054308.625000 Penalty: 4771.715820
	Iteration 61Q: 3 clusters Score -2054309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2054321.500000 Penalty: 4771.715820
	Iteration 62Q: 3 clusters Score -2054322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2054334.250000 Penalty: 4771.715820
	Iteration 63Q: 3 clusters Score -2054334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2054345.125000 Penalty: 4771.715820
	Iteration 64Q: 3 clusters Score -2054345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2054352.625000 Penalty: 4771.715820
	Iteration 65Q: 3 clusters Score -2054353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2054357.750000 Penalty: 4771.715820
	Iteration 66Q: 3 clusters Score -2054358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2054361.750000 Penalty: 4771.715820
	Iteration 67Q: 3 clusters Score -2054362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2054364.250000 Penalty: 4771.715820
	Iteration 68Q: 3 clusters Score -2054364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2054367.000000 Penalty: 4771.715820
	Iteration 69Q: 3 clusters Score -2054367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2054365.500000 Penalty: 4771.715820
	Iteration 70Q: 3 clusters Score -2054366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2054369.250000 Penalty: 4771.715820
	Iteration 71Q: 3 clusters Score -2054369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2054375.000000 Penalty: 4771.715820
	Iteration 72Q: 3 clusters Score -2054375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2054372.875000 Penalty: 4771.715820
	Iteration 73Q: 3 clusters Score -2054373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2054375.500000 Penalty: 4771.715820
	Iteration 74Q: 3 clusters Score -2054376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2054377.125000 Penalty: 4771.715820
	Iteration 75Q: 3 clusters Score -2054377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2054379.250000 Penalty: 4771.715820
	Iteration 76Q: 3 clusters Score -2054379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2054380.125000 Penalty: 4771.715820
	Iteration 77Q: 3 clusters Score -2054380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2054381.750000 Penalty: 4771.715820
	Iteration 78Q: 3 clusters Score -2054382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2054383.000000 Penalty: 4771.715820
	Iteration 79Q: 3 clusters Score -2054383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2054386.625000 Penalty: 4771.715820
	Iteration 80F: 3 clusters Score -2054387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2054386.625000 Penalty: 4771.715820
	Iteration 81Q: 3 clusters Score -2054387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2054391.750000 Penalty: 4771.715820
	Iteration 82Q: 3 clusters Score -2054392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2054394.250000 Penalty: 4771.715820
	Iteration 83Q: 3 clusters Score -2054394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2054394.750000 Penalty: 4771.715820
	Iteration 84Q: 3 clusters Score -2054395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2054395.000000 Penalty: 4771.715820
	Iteration 85Q: 3 clusters Score -2054395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2054396.125000 Penalty: 4771.715820
	Iteration 86Q: 3 clusters Score -2054396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2054398.375000 Penalty: 4771.715820
	Iteration 87Q: 3 clusters Score -2054398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2054398.375000 Penalty: 4771.715820
	Iteration 88F: 3 clusters Score -2054398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Entering Unmasked Estep 
Score: -1820769.500000 Penalty: 2354.029541
	Iteration 0F: 2 clusters Score -1820770 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 6609 members 
Entering Unmasked Estep 
Score: -1810945.000000 Penalty: 4708.059082
	Iteration 0F: 3 clusters Score -1810945 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1814011.000000 Penalty: 4708.059082
	Iteration 1F: 3 clusters Score -1814011 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1814315.500000 Penalty: 4708.059082
	Iteration 2F: 3 clusters Score -1814316 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1814526.875000 Penalty: 4708.059082
	Iteration 3Q: 3 clusters Score -1814527 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1814703.750000 Penalty: 4708.059082
	Iteration 4Q: 3 clusters Score -1814704 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1814844.500000 Penalty: 4708.059082
	Iteration 5Q: 3 clusters Score -1814844 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1814947.000000 Penalty: 4708.059082
	Iteration 6Q: 3 clusters Score -1814947 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1815033.125000 Penalty: 4708.059082
	Iteration 7Q: 3 clusters Score -1815033 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1815097.750000 Penalty: 4708.059082
	Iteration 8Q: 3 clusters Score -1815098 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1815169.125000 Penalty: 4708.059082
	Iteration 9Q: 3 clusters Score -1815169 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1815245.375000 Penalty: 4708.059082
	Iteration 10Q: 3 clusters Score -1815245 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1815342.375000 Penalty: 4708.059082
	Iteration 11Q: 3 clusters Score -1815342 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1815440.000000 Penalty: 4708.059082
	Iteration 12Q: 3 clusters Score -1815440 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1815545.875000 Penalty: 4708.059082
	Iteration 13Q: 3 clusters Score -1815546 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1815658.875000 Penalty: 4708.059082
	Iteration 14Q: 3 clusters Score -1815659 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1815820.000000 Penalty: 4708.059082
	Iteration 15Q: 3 clusters Score -1815820 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1816029.000000 Penalty: 4708.059082
	Iteration 16Q: 3 clusters Score -1816029 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1816290.750000 Penalty: 4708.059082
	Iteration 17Q: 3 clusters Score -1816291 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1816559.250000 Penalty: 4708.059082
	Iteration 18Q: 3 clusters Score -1816559 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1816790.125000 Penalty: 4708.059082
	Iteration 19Q: 3 clusters Score -1816790 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1817027.625000 Penalty: 4708.059082
	Iteration 20F: 3 clusters Score -1817028 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1817244.875000 Penalty: 4708.059082
	Iteration 21Q: 3 clusters Score -1817245 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1817433.625000 Penalty: 4708.059082
	Iteration 22Q: 3 clusters Score -1817434 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1817576.375000 Penalty: 4708.059082
	Iteration 23Q: 3 clusters Score -1817576 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1817701.000000 Penalty: 4708.059082
	Iteration 24Q: 3 clusters Score -1817701 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1817813.000000 Penalty: 4708.059082
	Iteration 25Q: 3 clusters Score -1817813 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1817891.500000 Penalty: 4708.059082
	Iteration 26Q: 3 clusters Score -1817892 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1817958.750000 Penalty: 4708.059082
	Iteration 27Q: 3 clusters Score -1817959 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1818030.250000 Penalty: 4708.059082
	Iteration 28Q: 3 clusters Score -1818030 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1818108.250000 Penalty: 4708.059082
	Iteration 29Q: 3 clusters Score -1818108 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1818161.500000 Penalty: 4708.059082
	Iteration 30Q: 3 clusters Score -1818162 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1818215.250000 Penalty: 4708.059082
	Iteration 31Q: 3 clusters Score -1818215 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1818272.375000 Penalty: 4708.059082
	Iteration 32Q: 3 clusters Score -1818272 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1818320.375000 Penalty: 4708.059082
	Iteration 33Q: 3 clusters Score -1818320 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1818356.125000 Penalty: 4708.059082
	Iteration 34Q: 3 clusters Score -1818356 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1818406.125000 Penalty: 4708.059082
	Iteration 35Q: 3 clusters Score -1818406 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1818436.125000 Penalty: 4708.059082
	Iteration 36Q: 3 clusters Score -1818436 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1818461.250000 Penalty: 4708.059082
	Iteration 37Q: 3 clusters Score -1818461 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1818485.125000 Penalty: 4708.059082
	Iteration 38Q: 3 clusters Score -1818485 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1818503.375000 Penalty: 4708.059082
	Iteration 39Q: 3 clusters Score -1818503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1818521.875000 Penalty: 4708.059082
	Iteration 40F: 3 clusters Score -1818522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1818540.750000 Penalty: 4708.059082
	Iteration 41Q: 3 clusters Score -1818541 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1818566.000000 Penalty: 4708.059082
	Iteration 42Q: 3 clusters Score -1818566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1818583.125000 Penalty: 4708.059082
	Iteration 43Q: 3 clusters Score -1818583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1818601.625000 Penalty: 4708.059082
	Iteration 44Q: 3 clusters Score -1818602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1818615.625000 Penalty: 4708.059082
	Iteration 45Q: 3 clusters Score -1818616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1818625.750000 Penalty: 4708.059082
	Iteration 46Q: 3 clusters Score -1818626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1818633.375000 Penalty: 4708.059082
	Iteration 47Q: 3 clusters Score -1818633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1818643.750000 Penalty: 4708.059082
	Iteration 48Q: 3 clusters Score -1818644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1818648.125000 Penalty: 4708.059082
	Iteration 49Q: 3 clusters Score -1818648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1818650.750000 Penalty: 4708.059082
	Iteration 50Q: 3 clusters Score -1818651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1818653.375000 Penalty: 4708.059082
	Iteration 51Q: 3 clusters Score -1818653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1818658.750000 Penalty: 4708.059082
	Iteration 52Q: 3 clusters Score -1818659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1818662.375000 Penalty: 4708.059082
	Iteration 53Q: 3 clusters Score -1818662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1818665.125000 Penalty: 4708.059082
	Iteration 54Q: 3 clusters Score -1818665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1818669.000000 Penalty: 4708.059082
	Iteration 55Q: 3 clusters Score -1818669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1818671.375000 Penalty: 4708.059082
	Iteration 56Q: 3 clusters Score -1818671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1818675.250000 Penalty: 4708.059082
	Iteration 57Q: 3 clusters Score -1818675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1818680.875000 Penalty: 4708.059082
	Iteration 58Q: 3 clusters Score -1818681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1818680.750000 Penalty: 4708.059082
	Iteration 59Q: 3 clusters Score -1818681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1818689.000000 Penalty: 4708.059082
	Iteration 60F: 3 clusters Score -1818689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1818691.625000 Penalty: 4708.059082
	Iteration 61Q: 3 clusters Score -1818692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1818696.250000 Penalty: 4708.059082
	Iteration 62Q: 3 clusters Score -1818696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1818699.000000 Penalty: 4708.059082
	Iteration 63Q: 3 clusters Score -1818699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1818703.000000 Penalty: 4708.059082
	Iteration 64Q: 3 clusters Score -1818703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1818706.375000 Penalty: 4708.059082
	Iteration 65Q: 3 clusters Score -1818706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1818716.500000 Penalty: 4708.059082
	Iteration 66Q: 3 clusters Score -1818716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1818722.375000 Penalty: 4708.059082
	Iteration 67Q: 3 clusters Score -1818722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1818727.375000 Penalty: 4708.059082
	Iteration 68Q: 3 clusters Score -1818727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1818729.875000 Penalty: 4708.059082
	Iteration 69Q: 3 clusters Score -1818730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1818734.375000 Penalty: 4708.059082
	Iteration 70Q: 3 clusters Score -1818734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1818735.250000 Penalty: 4708.059082
	Iteration 71Q: 3 clusters Score -1818735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1818737.250000 Penalty: 4708.059082
	Iteration 72Q: 3 clusters Score -1818737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1818735.250000 Penalty: 4708.059082
	Iteration 73Q: 3 clusters Score -1818735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1818737.125000 Penalty: 4708.059082
	Iteration 74Q: 3 clusters Score -1818737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1818737.125000 Penalty: 4708.059082
	Iteration 75F: 3 clusters Score -1818737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -71450.031250 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -71450.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69973.203125 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -69973.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -70276.273438 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -70276.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -70392.265625 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -70392.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70542.148438 Penalty: 3154.348633
	Iteration 3F: 3 clusters Score -70542.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -70672.835938 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -70672.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -70753.070312 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -70753.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -70800.312500 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -70800.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -70824.117188 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -70824.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -70830.687500 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -70830.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -70833.875000 Penalty: 3154.348633
	Iteration 9Q: 3 clusters Score -70833.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -70833.875000 Penalty: 3154.348633
	Iteration 10F: 3 clusters Score -70833.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Entering Unmasked Estep 
Score: -3705778.250000 Penalty: 2530.610352
	Iteration 0F: 2 clusters Score -3705778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3687229.500000 Penalty: 5061.220703
	Iteration 0F: 3 clusters Score -3687230 nChanged 12039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3693783.250000 Penalty: 5061.220703
	Iteration 1F: 3 clusters Score -3693783 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -3694188.000000 Penalty: 5061.220703
	Iteration 2Q: 3 clusters Score -3694188 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -3694529.750000 Penalty: 5061.220703
	Iteration 3Q: 3 clusters Score -3694530 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3694810.750000 Penalty: 5061.220703
	Iteration 4Q: 3 clusters Score -3694811 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -3695143.000000 Penalty: 5061.220703
	Iteration 5Q: 3 clusters Score -3695143 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -3695512.000000 Penalty: 5061.220703
	Iteration 6Q: 3 clusters Score -3695512 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3695987.250000 Penalty: 5061.220703
	Iteration 7Q: 3 clusters Score -3695987 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -3696672.250000 Penalty: 5061.220703
	Iteration 8Q: 3 clusters Score -3696672 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -3697738.250000 Penalty: 5061.220703
	Iteration 9F: 3 clusters Score -3697738 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -3699107.750000 Penalty: 5061.220703
	Iteration 10F: 3 clusters Score -3699108 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -3700498.750000 Penalty: 5061.220703
	Iteration 11F: 3 clusters Score -3700499 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3701613.000000 Penalty: 5061.220703
	Iteration 12Q: 3 clusters Score -3701613 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3702367.500000 Penalty: 5061.220703
	Iteration 13Q: 3 clusters Score -3702368 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3702816.250000 Penalty: 5061.220703
	Iteration 14Q: 3 clusters Score -3702816 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3703097.000000 Penalty: 5061.220703
	Iteration 15Q: 3 clusters Score -3703097 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3703252.500000 Penalty: 5061.220703
	Iteration 16Q: 3 clusters Score -3703252 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3703377.750000 Penalty: 5061.220703
	Iteration 17Q: 3 clusters Score -3703378 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3703444.500000 Penalty: 5061.220703
	Iteration 18Q: 3 clusters Score -3703444 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3703495.000000 Penalty: 5061.220703
	Iteration 19Q: 3 clusters Score -3703495 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3703519.500000 Penalty: 5061.220703
	Iteration 20F: 3 clusters Score -3703520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3703543.000000 Penalty: 5061.220703
	Iteration 21Q: 3 clusters Score -3703543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3703564.750000 Penalty: 5061.220703
	Iteration 22Q: 3 clusters Score -3703565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3703584.750000 Penalty: 5061.220703
	Iteration 23Q: 3 clusters Score -3703585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3703594.750000 Penalty: 5061.220703
	Iteration 24Q: 3 clusters Score -3703595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3703607.500000 Penalty: 5061.220703
	Iteration 25Q: 3 clusters Score -3703608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3703607.750000 Penalty: 5061.220703
	Iteration 26Q: 3 clusters Score -3703608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3703616.500000 Penalty: 5061.220703
	Iteration 27Q: 3 clusters Score -3703616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3703622.750000 Penalty: 5061.220703
	Iteration 28Q: 3 clusters Score -3703623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3703629.500000 Penalty: 5061.220703
	Iteration 29Q: 3 clusters Score -3703630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3703630.750000 Penalty: 5061.220703
	Iteration 30Q: 3 clusters Score -3703631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3703638.500000 Penalty: 5061.220703
	Iteration 31Q: 3 clusters Score -3703638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3703640.500000 Penalty: 5061.220703
	Iteration 32Q: 3 clusters Score -3703640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3703642.000000 Penalty: 5061.220703
	Iteration 33Q: 3 clusters Score -3703642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3703643.750000 Penalty: 5061.220703
	Iteration 34Q: 3 clusters Score -3703644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3703644.500000 Penalty: 5061.220703
	Iteration 35Q: 3 clusters Score -3703644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3703649.000000 Penalty: 5061.220703
	Iteration 36Q: 3 clusters Score -3703649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3703649.000000 Penalty: 5061.220703
	Iteration 37F: 3 clusters Score -3703649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -75330.187500 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -75330.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73774.226562 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -73774.23 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74099.085938 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -74099.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74236.726562 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -74236.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74386.187500 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -74386.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -74487.343750 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -74487.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74619.898438 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -74619.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -74774.031250 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -74774.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -74925.382812 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -74925.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -75017.687500 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -75017.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -75102.375000 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -75102.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -75188.578125 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -75188.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -75237.328125 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -75237.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75320.429688 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -75320.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75382.257812 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -75382.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75394.375000 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -75394.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -75399.968750 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -75399.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -75405.671875 Penalty: 3191.535156
	Iteration 16Q: 3 clusters Score -75405.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -75408.015625 Penalty: 3191.535156
	Iteration 17Q: 3 clusters Score -75408.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -75408.085938 Penalty: 3191.535156
	Iteration 18F: 3 clusters Score -75408.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75414.343750 Penalty: 3191.535156
	Iteration 19Q: 3 clusters Score -75414.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -75415.132812 Penalty: 3191.535156
	Iteration 20F: 3 clusters Score -75415.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 155928 members 
Mstep: Class 5 contains 371 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288915 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69861 members 
Mstep: Class 12 contains 235317 members 
Mstep: Class 13 contains 42366 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27013 members 
Mstep: Class 20 contains 252 members 
Mstep: Class 21 contains 51824 members 
Mstep: Class 22 contains 8197 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
Score: -135796928.000000 Penalty: 82213.359375
Splitting cluster 20 changes total score from -135798768.000000 to -135796928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (51824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Entering Unmasked Estep 
Score: -7228272.500000 Penalty: 2692.190918
	Iteration 0F: 2 clusters Score -7228272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -7193336.500000 Penalty: 5384.381836
	Iteration 0F: 3 clusters Score -7193336 nChanged 24025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -7206666.000000 Penalty: 5384.381836
	Iteration 1F: 3 clusters Score -7206666 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -7207245.500000 Penalty: 5384.381836
	Iteration 2Q: 3 clusters Score -7207246 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -7207887.500000 Penalty: 5384.381836
	Iteration 3Q: 3 clusters Score -7207888 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -7208780.000000 Penalty: 5384.381836
	Iteration 4Q: 3 clusters Score -7208780 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -7210123.000000 Penalty: 5384.381836
	Iteration 5F: 3 clusters Score -7210123 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -7212192.500000 Penalty: 5384.381836
	Iteration 6F: 3 clusters Score -7212192 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -7215182.500000 Penalty: 5384.381836
	Iteration 7F: 3 clusters Score -7215182 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -7218589.000000 Penalty: 5384.381836
	Iteration 8F: 3 clusters Score -7218589 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -7221771.500000 Penalty: 5384.381836
	Iteration 9F: 3 clusters Score -7221772 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -7223883.000000 Penalty: 5384.381836
	Iteration 10Q: 3 clusters Score -7223883 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -7225105.000000 Penalty: 5384.381836
	Iteration 11Q: 3 clusters Score -7225105 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -7225600.000000 Penalty: 5384.381836
	Iteration 12Q: 3 clusters Score -7225600 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -7225833.500000 Penalty: 5384.381836
	Iteration 13Q: 3 clusters Score -7225834 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -7226001.500000 Penalty: 5384.381836
	Iteration 14Q: 3 clusters Score -7226002 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -7226161.000000 Penalty: 5384.381836
	Iteration 15Q: 3 clusters Score -7226161 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -7226226.000000 Penalty: 5384.381836
	Iteration 16Q: 3 clusters Score -7226226 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 47829 members 
Entering Unmasked Estep 
Score: -7226315.500000 Penalty: 5384.381836
	Iteration 17Q: 3 clusters Score -7226316 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -7226364.500000 Penalty: 5384.381836
	Iteration 18Q: 3 clusters Score -7226364 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -7226402.500000 Penalty: 5384.381836
	Iteration 19Q: 3 clusters Score -7226402 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -7226446.500000 Penalty: 5384.381836
	Iteration 20F: 3 clusters Score -7226446 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -7226466.000000 Penalty: 5384.381836
	Iteration 21Q: 3 clusters Score -7226466 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 48456 members 
Entering Unmasked Estep 
Score: -7226479.500000 Penalty: 5384.381836
	Iteration 22Q: 3 clusters Score -7226480 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -7226476.500000 Penalty: 5384.381836
	Iteration 23Q: 3 clusters Score -7226476 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -7226485.500000 Penalty: 5384.381836
	Iteration 24Q: 3 clusters Score -7226486 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -7226523.500000 Penalty: 5384.381836
	Iteration 25Q: 3 clusters Score -7226524 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -7226527.000000 Penalty: 5384.381836
	Iteration 26Q: 3 clusters Score -7226527 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -7226538.000000 Penalty: 5384.381836
	Iteration 27Q: 3 clusters Score -7226538 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -7226552.500000 Penalty: 5384.381836
	Iteration 28Q: 3 clusters Score -7226552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -7226543.500000 Penalty: 5384.381836
	Iteration 29Q: 3 clusters Score -7226544 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -7226564.500000 Penalty: 5384.381836
	Iteration 30Q: 3 clusters Score -7226564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -7226570.000000 Penalty: 5384.381836
	Iteration 31Q: 3 clusters Score -7226570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -7226577.500000 Penalty: 5384.381836
	Iteration 32Q: 3 clusters Score -7226578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -7226592.500000 Penalty: 5384.381836
	Iteration 33Q: 3 clusters Score -7226592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -7226604.000000 Penalty: 5384.381836
	Iteration 34Q: 3 clusters Score -7226604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -7226605.000000 Penalty: 5384.381836
	Iteration 35Q: 3 clusters Score -7226605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -7226596.000000 Penalty: 5384.381836
	Iteration 36Q: 3 clusters Score -7226596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -7226611.500000 Penalty: 5384.381836
	Iteration 37Q: 3 clusters Score -7226612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -7226628.500000 Penalty: 5384.381836
	Iteration 38Q: 3 clusters Score -7226628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -7226629.000000 Penalty: 5384.381836
	Iteration 39Q: 3 clusters Score -7226629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -7226639.500000 Penalty: 5384.381836
	Iteration 40F: 3 clusters Score -7226640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -7226644.000000 Penalty: 5384.381836
	Iteration 41Q: 3 clusters Score -7226644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -7226645.500000 Penalty: 5384.381836
	Iteration 42Q: 3 clusters Score -7226646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -7226664.000000 Penalty: 5384.381836
	Iteration 43Q: 3 clusters Score -7226664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -7226651.000000 Penalty: 5384.381836
	Iteration 44Q: 3 clusters Score -7226651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -7226653.000000 Penalty: 5384.381836
	Iteration 45Q: 3 clusters Score -7226653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -7226658.000000 Penalty: 5384.381836
	Iteration 46Q: 3 clusters Score -7226658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -7226660.500000 Penalty: 5384.381836
	Iteration 47Q: 3 clusters Score -7226660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -7226665.500000 Penalty: 5384.381836
	Iteration 48Q: 3 clusters Score -7226666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -7226658.000000 Penalty: 5384.381836
	Iteration 49Q: 3 clusters Score -7226658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -7226659.500000 Penalty: 5384.381836
	Iteration 50Q: 3 clusters Score -7226660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -7226658.500000 Penalty: 5384.381836
	Iteration 51Q: 3 clusters Score -7226658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -7226661.000000 Penalty: 5384.381836
	Iteration 52Q: 3 clusters Score -7226661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -7226659.500000 Penalty: 5384.381836
	Iteration 53Q: 3 clusters Score -7226660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -7226662.500000 Penalty: 5384.381836
	Iteration 54Q: 3 clusters Score -7226662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -7226666.000000 Penalty: 5384.381836
	Iteration 55Q: 3 clusters Score -7226666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -7226670.000000 Penalty: 5384.381836
	Iteration 56Q: 3 clusters Score -7226670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -7226663.500000 Penalty: 5384.381836
	Iteration 57Q: 3 clusters Score -7226664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -7226664.500000 Penalty: 5384.381836
	Iteration 58Q: 3 clusters Score -7226664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 49396 members 
Entering Unmasked Estep 
Score: -7226673.500000 Penalty: 5384.381836
	Iteration 59Q: 3 clusters Score -7226674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -7226669.500000 Penalty: 5384.381836
	Iteration 60F: 3 clusters Score -7226670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -7226678.000000 Penalty: 5384.381836
	Iteration 61Q: 3 clusters Score -7226678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -7226677.000000 Penalty: 5384.381836
	Iteration 62Q: 3 clusters Score -7226677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -7226671.500000 Penalty: 5384.381836
	Iteration 63Q: 3 clusters Score -7226672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -7226673.500000 Penalty: 5384.381836
	Iteration 64Q: 3 clusters Score -7226674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -7226671.000000 Penalty: 5384.381836
	Iteration 65Q: 3 clusters Score -7226671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -7226670.000000 Penalty: 5384.381836
	Iteration 66Q: 3 clusters Score -7226670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -7226673.000000 Penalty: 5384.381836
	Iteration 67Q: 3 clusters Score -7226673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -7226675.500000 Penalty: 5384.381836
	Iteration 68Q: 3 clusters Score -7226676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -7226675.500000 Penalty: 5384.381836
	Iteration 69Q: 3 clusters Score -7226676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -7226671.500000 Penalty: 5384.381836
	Iteration 70Q: 3 clusters Score -7226672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -7226680.500000 Penalty: 5384.381836
	Iteration 71Q: 3 clusters Score -7226680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -7226680.500000 Penalty: 5384.381836
	Iteration 72Q: 3 clusters Score -7226680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -7226680.500000 Penalty: 5384.381836
	Iteration 73Q: 3 clusters Score -7226680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -7226680.500000 Penalty: 5384.381836
	Iteration 74F: 3 clusters Score -7226680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Entering Unmasked Estep 
Score: -1120283.375000 Penalty: 2234.857666
	Iteration 0F: 2 clusters Score -1120283 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 4045 members 
Entering Unmasked Estep 
Score: -1113767.250000 Penalty: 4469.715332
	Iteration 0F: 3 clusters Score -1113767 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1115490.375000 Penalty: 4469.715332
	Iteration 1F: 3 clusters Score -1115490 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1115761.375000 Penalty: 4469.715332
	Iteration 2F: 3 clusters Score -1115761 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1115954.000000 Penalty: 4469.715332
	Iteration 3F: 3 clusters Score -1115954 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1116082.250000 Penalty: 4469.715332
	Iteration 4Q: 3 clusters Score -1116082 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1116187.125000 Penalty: 4469.715332
	Iteration 5Q: 3 clusters Score -1116187 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1116304.750000 Penalty: 4469.715332
	Iteration 6Q: 3 clusters Score -1116305 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1116426.375000 Penalty: 4469.715332
	Iteration 7Q: 3 clusters Score -1116426 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1116558.250000 Penalty: 4469.715332
	Iteration 8Q: 3 clusters Score -1116558 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1116685.250000 Penalty: 4469.715332
	Iteration 9Q: 3 clusters Score -1116685 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1116821.125000 Penalty: 4469.715332
	Iteration 10Q: 3 clusters Score -1116821 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1116969.500000 Penalty: 4469.715332
	Iteration 11Q: 3 clusters Score -1116970 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1117114.250000 Penalty: 4469.715332
	Iteration 12Q: 3 clusters Score -1117114 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1117261.250000 Penalty: 4469.715332
	Iteration 13Q: 3 clusters Score -1117261 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1117399.125000 Penalty: 4469.715332
	Iteration 14Q: 3 clusters Score -1117399 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1117521.750000 Penalty: 4469.715332
	Iteration 15Q: 3 clusters Score -1117522 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1117655.125000 Penalty: 4469.715332
	Iteration 16Q: 3 clusters Score -1117655 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1117794.750000 Penalty: 4469.715332
	Iteration 17Q: 3 clusters Score -1117795 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1117889.500000 Penalty: 4469.715332
	Iteration 18Q: 3 clusters Score -1117890 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1117971.875000 Penalty: 4469.715332
	Iteration 19Q: 3 clusters Score -1117972 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1118036.500000 Penalty: 4469.715332
	Iteration 20F: 3 clusters Score -1118036 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1118087.000000 Penalty: 4469.715332
	Iteration 21Q: 3 clusters Score -1118087 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1118115.875000 Penalty: 4469.715332
	Iteration 22Q: 3 clusters Score -1118116 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1118142.000000 Penalty: 4469.715332
	Iteration 23Q: 3 clusters Score -1118142 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1118171.000000 Penalty: 4469.715332
	Iteration 24Q: 3 clusters Score -1118171 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1118201.500000 Penalty: 4469.715332
	Iteration 25Q: 3 clusters Score -1118202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1118236.000000 Penalty: 4469.715332
	Iteration 26Q: 3 clusters Score -1118236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1118267.875000 Penalty: 4469.715332
	Iteration 27Q: 3 clusters Score -1118268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1118286.000000 Penalty: 4469.715332
	Iteration 28Q: 3 clusters Score -1118286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1118301.625000 Penalty: 4469.715332
	Iteration 29Q: 3 clusters Score -1118302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1118312.125000 Penalty: 4469.715332
	Iteration 30Q: 3 clusters Score -1118312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1118324.625000 Penalty: 4469.715332
	Iteration 31Q: 3 clusters Score -1118325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1118337.375000 Penalty: 4469.715332
	Iteration 32Q: 3 clusters Score -1118337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1118349.625000 Penalty: 4469.715332
	Iteration 33Q: 3 clusters Score -1118350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1118355.750000 Penalty: 4469.715332
	Iteration 34Q: 3 clusters Score -1118356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1118366.125000 Penalty: 4469.715332
	Iteration 35Q: 3 clusters Score -1118366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1118374.375000 Penalty: 4469.715332
	Iteration 36Q: 3 clusters Score -1118374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1118384.625000 Penalty: 4469.715332
	Iteration 37Q: 3 clusters Score -1118385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1118387.750000 Penalty: 4469.715332
	Iteration 38Q: 3 clusters Score -1118388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1118394.000000 Penalty: 4469.715332
	Iteration 39Q: 3 clusters Score -1118394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1118399.750000 Penalty: 4469.715332
	Iteration 40F: 3 clusters Score -1118400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1118405.625000 Penalty: 4469.715332
	Iteration 41Q: 3 clusters Score -1118406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1118413.750000 Penalty: 4469.715332
	Iteration 42Q: 3 clusters Score -1118414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1118415.250000 Penalty: 4469.715332
	Iteration 43Q: 3 clusters Score -1118415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1118418.875000 Penalty: 4469.715332
	Iteration 44Q: 3 clusters Score -1118419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1118420.625000 Penalty: 4469.715332
	Iteration 45Q: 3 clusters Score -1118421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1118424.000000 Penalty: 4469.715332
	Iteration 46Q: 3 clusters Score -1118424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1118425.625000 Penalty: 4469.715332
	Iteration 47Q: 3 clusters Score -1118426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1118426.500000 Penalty: 4469.715332
	Iteration 48Q: 3 clusters Score -1118426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1118430.000000 Penalty: 4469.715332
	Iteration 49Q: 3 clusters Score -1118430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1118429.375000 Penalty: 4469.715332
	Iteration 50Q: 3 clusters Score -1118429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1118430.000000 Penalty: 4469.715332
	Iteration 51Q: 3 clusters Score -1118430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1118432.875000 Penalty: 4469.715332
	Iteration 52Q: 3 clusters Score -1118433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1118435.000000 Penalty: 4469.715332
	Iteration 53Q: 3 clusters Score -1118435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1118437.375000 Penalty: 4469.715332
	Iteration 54Q: 3 clusters Score -1118437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1118439.125000 Penalty: 4469.715332
	Iteration 55Q: 3 clusters Score -1118439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1118438.625000 Penalty: 4469.715332
	Iteration 56Q: 3 clusters Score -1118439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1118438.625000 Penalty: 4469.715332
	Iteration 57F: 3 clusters Score -1118439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Entering Unmasked Estep 
Score: -214631.984375 Penalty: 1841.044922
	Iteration 0F: 2 clusters Score -214632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -212232.171875 Penalty: 3682.089844
	Iteration 0F: 3 clusters Score -212232.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -212876.453125 Penalty: 3682.089844
	Iteration 1F: 3 clusters Score -212876.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -213368.609375 Penalty: 3682.089844
	Iteration 2F: 3 clusters Score -213368.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -213713.515625 Penalty: 3682.089844
	Iteration 3F: 3 clusters Score -213713.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -213843.843750 Penalty: 3682.089844
	Iteration 4F: 3 clusters Score -213843.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -213909.203125 Penalty: 3682.089844
	Iteration 5Q: 3 clusters Score -213909.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -213977.718750 Penalty: 3682.089844
	Iteration 6Q: 3 clusters Score -213977.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -214033.062500 Penalty: 3682.089844
	Iteration 7Q: 3 clusters Score -214033.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -214086.062500 Penalty: 3682.089844
	Iteration 8Q: 3 clusters Score -214086.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -214130.500000 Penalty: 3682.089844
	Iteration 9Q: 3 clusters Score -214130.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -214160.984375 Penalty: 3682.089844
	Iteration 10Q: 3 clusters Score -214161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -214188.203125 Penalty: 3682.089844
	Iteration 11Q: 3 clusters Score -214188.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -214224.546875 Penalty: 3682.089844
	Iteration 12Q: 3 clusters Score -214224.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -214285.046875 Penalty: 3682.089844
	Iteration 13Q: 3 clusters Score -214285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -214352.046875 Penalty: 3682.089844
	Iteration 14Q: 3 clusters Score -214352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -214388.328125 Penalty: 3682.089844
	Iteration 15Q: 3 clusters Score -214388.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -214425.250000 Penalty: 3682.089844
	Iteration 16Q: 3 clusters Score -214425.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -214463.703125 Penalty: 3682.089844
	Iteration 17Q: 3 clusters Score -214463.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -214489.781250 Penalty: 3682.089844
	Iteration 18Q: 3 clusters Score -214489.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -214508.546875 Penalty: 3682.089844
	Iteration 19Q: 3 clusters Score -214508.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -214546.281250 Penalty: 3682.089844
	Iteration 20F: 3 clusters Score -214546.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -214615.890625 Penalty: 3682.089844
	Iteration 21Q: 3 clusters Score -214615.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -214685.343750 Penalty: 3682.089844
	Iteration 22Q: 3 clusters Score -214685.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -214777.812500 Penalty: 3682.089844
	Iteration 23Q: 3 clusters Score -214777.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -215042.968750 Penalty: 3682.089844
	Iteration 24Q: 3 clusters Score -215043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -215713.062500 Penalty: 3682.089844
	Iteration 25Q: 3 clusters Score -215713.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -215728.953125 Penalty: 3682.089844
	Iteration 26Q: 3 clusters Score -215729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -215731.296875 Penalty: 3682.089844
	Iteration 27Q: 3 clusters Score -215731.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -215731.296875 Penalty: 3682.089844
	Iteration 28F: 3 clusters Score -215731.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 423 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 155928 members 
Mstep: Class 5 contains 913 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 288915 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 69861 members 
Mstep: Class 12 contains 235317 members 
Mstep: Class 13 contains 42366 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 27013 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 51824 members 
Mstep: Class 22 contains 8197 members 
Mstep: Class 23 contains 762 members 
Mstep: Class 24 contains 414 members 
Entering Unmasked Estep 
Score: -135798368.000000 Penalty: 82213.359375
Splitting cluster 23 changes total score from -135798768.000000 to -135798368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -49162.683594 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -49162.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47770.117188 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -47770.12 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47928.742188 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -47928.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48000.796875 Penalty: 2988.829590
	Iteration 2F: 3 clusters Score -48000.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -48016.914062 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -48016.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48027.968750 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -48027.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48027.968750 Penalty: 2988.829590
	Iteration 5F: 3 clusters Score -48027.97 nChanged 0
--- Evaluating fit on full set of 2991666 points ---
Entering Unmasked Estep 
Score: -400938880.000000 Penalty: 85054.289062
23->24 Clusters: Score -400938880.000000, best is -400983392.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 997222 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 43905 members 
Mstep: Class 3 contains 43584 members 
Mstep: Class 4 contains 43163 members 
Mstep: Class 5 contains 43409 members 
Mstep: Class 6 contains 43280 members 
Mstep: Class 7 contains 43204 members 
Mstep: Class 8 contains 43379 members 
Mstep: Class 9 contains 43707 members 
Mstep: Class 10 contains 43096 members 
Mstep: Class 11 contains 43257 members 
Mstep: Class 12 contains 43397 members 
Mstep: Class 13 contains 43418 members 
Mstep: Class 14 contains 42941 members 
Mstep: Class 15 contains 43420 members 
Mstep: Class 16 contains 43403 members 
Mstep: Class 17 contains 43659 members 
Mstep: Class 18 contains 43337 members 
Mstep: Class 19 contains 43162 members 
Mstep: Class 20 contains 43009 members 
Mstep: Class 21 contains 43165 members 
Mstep: Class 22 contains 43539 members 
Mstep: Class 23 contains 43602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 232.062683 but Gain 3425.554688
Score: -130957144.000000 Penalty: 75362.250000
Iteration 0F: 23 clusters Score -1.309571e+08 nChanged 950548
Entering Unmasked Mstep 
Mstep: Class 0 contains 2515 members 
Mstep: Class 1 contains 82922 members 
Mstep: Class 2 contains 7742 members 
Mstep: Class 3 contains 16271 members 
Mstep: Class 4 contains 51785 members 
Mstep: Class 5 contains 40491 members 
Mstep: Class 6 contains 83598 members 
Mstep: Class 7 contains 32369 members 
Mstep: Class 8 contains 103404 members 
Mstep: Class 9 contains 14353 members 
Mstep: Class 10 contains 67254 members 
Mstep: Class 11 contains 22007 members 
Mstep: Class 12 contains 13384 members 
Mstep: Class 13 contains 89869 members 
Mstep: Class 14 contains 37362 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 77109 members 
Mstep: Class 17 contains 92670 members 
Mstep: Class 18 contains 17435 members 
Mstep: Class 20 contains 29808 members 
Mstep: Class 21 contains 8766 members 
Mstep: Class 22 contains 19168 members 
Mstep: Class 23 contains 80014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133899600.000000 Penalty: 75362.250000
Iteration 1F: 23 clusters Score -1.338996e+08 nChanged 378796
Entering Unmasked Mstep 
Mstep: Class 0 contains 1272 members 
Mstep: Class 1 contains 118846 members 
Mstep: Class 2 contains 6599 members 
Mstep: Class 3 contains 11953 members 
Mstep: Class 4 contains 49088 members 
Mstep: Class 5 contains 34055 members 
Mstep: Class 6 contains 111810 members 
Mstep: Class 7 contains 21218 members 
Mstep: Class 8 contains 134195 members 
Mstep: Class 9 contains 7396 members 
Mstep: Class 10 contains 56751 members 
Mstep: Class 11 contains 15902 members 
Mstep: Class 12 contains 8822 members 
Mstep: Class 13 contains 80456 members 
Mstep: Class 14 contains 33234 members 
Mstep: Class 15 contains 2376 members 
Mstep: Class 16 contains 63757 members 
Mstep: Class 17 contains 116230 members 
Mstep: Class 18 contains 9536 members 
Mstep: Class 20 contains 17680 members 
Mstep: Class 21 contains 9263 members 
Mstep: Class 22 contains 10400 members 
Mstep: Class 23 contains 76383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134701152.000000 Penalty: 75362.250000
Iteration 2F: 23 clusters Score -1.347012e+08 nChanged 265627
Entering Unmasked Mstep 
Mstep: Class 0 contains 636 members 
Mstep: Class 1 contains 145152 members 
Mstep: Class 2 contains 6708 members 
Mstep: Class 3 contains 7294 members 
Mstep: Class 4 contains 43035 members 
Mstep: Class 5 contains 29253 members 
Mstep: Class 6 contains 132801 members 
Mstep: Class 7 contains 19323 members 
Mstep: Class 8 contains 144844 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 56854 members 
Mstep: Class 11 contains 4677 members 
Mstep: Class 12 contains 6638 members 
Mstep: Class 13 contains 66431 members 
Mstep: Class 14 contains 28340 members 
Mstep: Class 15 contains 1587 members 
Mstep: Class 16 contains 57741 members 
Mstep: Class 17 contains 126049 members 
Mstep: Class 18 contains 5276 members 
Mstep: Class 20 contains 9421 members 
Mstep: Class 21 contains 12365 members 
Mstep: Class 22 contains 6227 members 
Mstep: Class 23 contains 81177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3209.811523 but Gain 3425.554688
Score: -135049216.000000 Penalty: 71936.695312
Iteration 3F: 22 clusters Score -1.350492e+08 nChanged 187291
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 154102 members 
Mstep: Class 2 contains 6155 members 
Mstep: Class 3 contains 4208 members 
Mstep: Class 4 contains 35301 members 
Mstep: Class 5 contains 27424 members 
Mstep: Class 6 contains 144173 members 
Mstep: Class 7 contains 19938 members 
Mstep: Class 8 contains 153085 members 
Mstep: Class 9 contains 4381 members 
Mstep: Class 10 contains 63923 members 
Mstep: Class 11 contains 1687 members 
Mstep: Class 12 contains 4398 members 
Mstep: Class 13 contains 59694 members 
Mstep: Class 14 contains 26814 members 
Mstep: Class 15 contains 1758 members 
Mstep: Class 16 contains 53203 members 
Mstep: Class 17 contains 125791 members 
Mstep: Class 20 contains 4748 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 5271 members 
Mstep: Class 23 contains 85130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2620.674805 but Gain 3425.562500
Score: -135242848.000000 Penalty: 68511.132812
Iteration 4F: 21 clusters Score -1.352428e+08 nChanged 145556
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 151095 members 
Mstep: Class 2 contains 5197 members 
Mstep: Class 3 contains 2904 members 
Mstep: Class 4 contains 27672 members 
Mstep: Class 5 contains 24828 members 
Mstep: Class 6 contains 153220 members 
Mstep: Class 7 contains 20591 members 
Mstep: Class 8 contains 163599 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 68078 members 
Mstep: Class 11 contains 1327 members 
Mstep: Class 12 contains 2903 members 
Mstep: Class 13 contains 56909 members 
Mstep: Class 14 contains 25582 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 16 contains 50687 members 
Mstep: Class 17 contains 125319 members 
Mstep: Class 21 contains 17904 members 
Mstep: Class 22 contains 5614 members 
Mstep: Class 23 contains 87658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3114.946777 but Gain 3425.554688
Score: -135364320.000000 Penalty: 65085.578125
Iteration 5F: 20 clusters Score -1.353643e+08 nChanged 122442
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 140532 members 
Mstep: Class 2 contains 4712 members 
Mstep: Class 4 contains 20884 members 
Mstep: Class 5 contains 21691 members 
Mstep: Class 6 contains 163811 members 
Mstep: Class 7 contains 20050 members 
Mstep: Class 8 contains 177874 members 
Mstep: Class 9 contains 3854 members 
Mstep: Class 10 contains 70484 members 
Mstep: Class 11 contains 1395 members 
Mstep: Class 12 contains 2023 members 
Mstep: Class 13 contains 56112 members 
Mstep: Class 14 contains 23795 members 
Mstep: Class 15 contains 2214 members 
Mstep: Class 16 contains 46764 members 
Mstep: Class 17 contains 126320 members 
Mstep: Class 21 contains 18955 members 
Mstep: Class 22 contains 6346 members 
Mstep: Class 23 contains 89327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3161.569336 but Gain 3425.554688
Score: -135447376.000000 Penalty: 61660.023438
Iteration 6F: 19 clusters Score -1.354474e+08 nChanged 108874
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 125752 members 
Mstep: Class 2 contains 4529 members 
Mstep: Class 4 contains 14799 members 
Mstep: Class 5 contains 18386 members 
Mstep: Class 6 contains 176784 members 
Mstep: Class 7 contains 18868 members 
Mstep: Class 8 contains 195673 members 
Mstep: Class 9 contains 3666 members 
Mstep: Class 10 contains 71426 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 13 contains 55558 members 
Mstep: Class 14 contains 21552 members 
Mstep: Class 15 contains 2212 members 
Mstep: Class 16 contains 43475 members 
Mstep: Class 17 contains 128019 members 
Mstep: Class 21 contains 18284 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 89637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135518512.000000 Penalty: 61660.023438
Iteration 7F: 19 clusters Score -1.355185e+08 nChanged 96131
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 111835 members 
Mstep: Class 2 contains 4458 members 
Mstep: Class 4 contains 9851 members 
Mstep: Class 5 contains 15083 members 
Mstep: Class 6 contains 188890 members 
Mstep: Class 7 contains 16909 members 
Mstep: Class 8 contains 216732 members 
Mstep: Class 9 contains 3368 members 
Mstep: Class 10 contains 71494 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 13 contains 53971 members 
Mstep: Class 14 contains 18759 members 
Mstep: Class 15 contains 2204 members 
Mstep: Class 16 contains 40279 members 
Mstep: Class 17 contains 129362 members 
Mstep: Class 21 contains 16474 members 
Mstep: Class 22 contains 7833 members 
Mstep: Class 23 contains 88230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135577408.000000 Penalty: 61660.023438
Iteration 8F: 19 clusters Score -1.355774e+08 nChanged 83994
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 101893 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 4 contains 6292 members 
Mstep: Class 5 contains 12121 members 
Mstep: Class 6 contains 197843 members 
Mstep: Class 7 contains 14974 members 
Mstep: Class 8 contains 239484 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 70926 members 
Mstep: Class 11 contains 1431 members 
Mstep: Class 13 contains 50953 members 
Mstep: Class 14 contains 15848 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 16 contains 37523 members 
Mstep: Class 17 contains 130005 members 
Mstep: Class 21 contains 14311 members 
Mstep: Class 22 contains 8507 members 
Mstep: Class 23 contains 85474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3059.192383 but Gain 3425.558594
Score: -135623808.000000 Penalty: 58234.464844
Iteration 9F: 18 clusters Score -1.356238e+08 nChanged 74685
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 96762 members 
Mstep: Class 2 contains 4576 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 5 contains 9791 members 
Mstep: Class 6 contains 204069 members 
Mstep: Class 7 contains 13400 members 
Mstep: Class 8 contains 260809 members 
Mstep: Class 10 contains 70001 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 13 contains 46922 members 
Mstep: Class 14 contains 13073 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 16 contains 35246 members 
Mstep: Class 17 contains 130752 members 
Mstep: Class 21 contains 12838 members 
Mstep: Class 22 contains 9287 members 
Mstep: Class 23 contains 81941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135651616.000000 Penalty: 58234.464844
Iteration 10F: 18 clusters Score -1.356516e+08 nChanged 61141
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 91262 members 
Mstep: Class 2 contains 4674 members 
Mstep: Class 4 contains 2942 members 
Mstep: Class 5 contains 8511 members 
Mstep: Class 6 contains 208791 members 
Mstep: Class 7 contains 12257 members 
Mstep: Class 8 contains 273924 members 
Mstep: Class 10 contains 69409 members 
Mstep: Class 11 contains 1446 members 
Mstep: Class 13 contains 43610 members 
Mstep: Class 14 contains 10855 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 16 contains 33447 members 
Mstep: Class 17 contains 133340 members 
Mstep: Class 21 contains 11901 members 
Mstep: Class 22 contains 9749 members 
Mstep: Class 23 contains 78849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135662000.000000 Penalty: 58234.464844
Iteration 11F: 18 clusters Score -1.35662e+08 nChanged 49124
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 87078 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 8183 members 
Mstep: Class 6 contains 212952 members 
Mstep: Class 7 contains 11436 members 
Mstep: Class 8 contains 278351 members 
Mstep: Class 10 contains 68921 members 
Mstep: Class 11 contains 1457 members 
Mstep: Class 13 contains 41970 members 
Mstep: Class 14 contains 9205 members 
Mstep: Class 15 contains 2189 members 
Mstep: Class 16 contains 31859 members 
Mstep: Class 17 contains 137784 members 
Mstep: Class 21 contains 11711 members 
Mstep: Class 22 contains 10145 members 
Mstep: Class 23 contains 76690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135669088.000000 Penalty: 58234.464844
Iteration 12Q: 18 clusters Score -1.356691e+08 nChanged 39598
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 83464 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 8403 members 
Mstep: Class 6 contains 216586 members 
Mstep: Class 7 contains 10841 members 
Mstep: Class 8 contains 277354 members 
Mstep: Class 10 contains 68349 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 13 contains 41862 members 
Mstep: Class 14 contains 7936 members 
Mstep: Class 15 contains 2176 members 
Mstep: Class 16 contains 30525 members 
Mstep: Class 17 contains 143345 members 
Mstep: Class 21 contains 11942 members 
Mstep: Class 22 contains 10398 members 
Mstep: Class 23 contains 75337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135679120.000000 Penalty: 58234.464844
Iteration 13Q: 18 clusters Score -1.356791e+08 nChanged 32725
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 80184 members 
Mstep: Class 2 contains 4968 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 8871 members 
Mstep: Class 6 contains 219870 members 
Mstep: Class 7 contains 10418 members 
Mstep: Class 8 contains 273922 members 
Mstep: Class 10 contains 67559 members 
Mstep: Class 11 contains 1503 members 
Mstep: Class 13 contains 42699 members 
Mstep: Class 14 contains 6881 members 
Mstep: Class 15 contains 2146 members 
Mstep: Class 16 contains 29365 members 
Mstep: Class 17 contains 149256 members 
Mstep: Class 21 contains 12332 members 
Mstep: Class 22 contains 10588 members 
Mstep: Class 23 contains 74369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135688784.000000 Penalty: 58234.464844
Iteration 14Q: 18 clusters Score -1.356888e+08 nChanged 27839
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 77111 members 
Mstep: Class 2 contains 5030 members 
Mstep: Class 4 contains 2253 members 
Mstep: Class 5 contains 9383 members 
Mstep: Class 6 contains 222730 members 
Mstep: Class 7 contains 10175 members 
Mstep: Class 8 contains 269765 members 
Mstep: Class 10 contains 66554 members 
Mstep: Class 11 contains 1528 members 
Mstep: Class 13 contains 44167 members 
Mstep: Class 14 contains 5931 members 
Mstep: Class 15 contains 2121 members 
Mstep: Class 16 contains 28352 members 
Mstep: Class 17 contains 154963 members 
Mstep: Class 21 contains 12795 members 
Mstep: Class 22 contains 10707 members 
Mstep: Class 23 contains 73605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135696816.000000 Penalty: 58234.464844
Iteration 15Q: 18 clusters Score -1.356968e+08 nChanged 24233
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 74224 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 9910 members 
Mstep: Class 6 contains 224924 members 
Mstep: Class 7 contains 10136 members 
Mstep: Class 8 contains 266045 members 
Mstep: Class 10 contains 65388 members 
Mstep: Class 11 contains 1532 members 
Mstep: Class 13 contains 45957 members 
Mstep: Class 14 contains 5127 members 
Mstep: Class 15 contains 2116 members 
Mstep: Class 16 contains 27395 members 
Mstep: Class 17 contains 160018 members 
Mstep: Class 21 contains 13274 members 
Mstep: Class 22 contains 10771 members 
Mstep: Class 23 contains 72993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135703056.000000 Penalty: 58234.464844
Iteration 16Q: 18 clusters Score -1.357031e+08 nChanged 21184
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 71682 members 
Mstep: Class 2 contains 5072 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10431 members 
Mstep: Class 6 contains 226954 members 
Mstep: Class 7 contains 10215 members 
Mstep: Class 8 contains 262352 members 
Mstep: Class 10 contains 64237 members 
Mstep: Class 11 contains 1535 members 
Mstep: Class 13 contains 47847 members 
Mstep: Class 14 contains 4416 members 
Mstep: Class 15 contains 2113 members 
Mstep: Class 16 contains 26498 members 
Mstep: Class 17 contains 164463 members 
Mstep: Class 21 contains 13696 members 
Mstep: Class 22 contains 10837 members 
Mstep: Class 23 contains 72422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135708784.000000 Penalty: 58234.464844
Iteration 17Q: 18 clusters Score -1.357088e+08 nChanged 18649
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 69425 members 
Mstep: Class 2 contains 5060 members 
Mstep: Class 4 contains 2522 members 
Mstep: Class 5 contains 10967 members 
Mstep: Class 6 contains 228794 members 
Mstep: Class 7 contains 10481 members 
Mstep: Class 8 contains 258919 members 
Mstep: Class 10 contains 63075 members 
Mstep: Class 11 contains 1534 members 
Mstep: Class 13 contains 49850 members 
Mstep: Class 14 contains 3807 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 25607 members 
Mstep: Class 17 contains 168216 members 
Mstep: Class 21 contains 14062 members 
Mstep: Class 22 contains 10863 members 
Mstep: Class 23 contains 71873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135714032.000000 Penalty: 58234.464844
Iteration 18Q: 18 clusters Score -1.35714e+08 nChanged 16743
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 67481 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 11503 members 
Mstep: Class 6 contains 230422 members 
Mstep: Class 7 contains 11004 members 
Mstep: Class 8 contains 255876 members 
Mstep: Class 10 contains 61963 members 
Mstep: Class 11 contains 1535 members 
Mstep: Class 13 contains 51834 members 
Mstep: Class 14 contains 3300 members 
Mstep: Class 15 contains 2116 members 
Mstep: Class 16 contains 24663 members 
Mstep: Class 17 contains 171173 members 
Mstep: Class 21 contains 14416 members 
Mstep: Class 22 contains 10841 members 
Mstep: Class 23 contains 71339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135717408.000000 Penalty: 58234.464844
Iteration 19Q: 18 clusters Score -1.357174e+08 nChanged 15254
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 65753 members 
Mstep: Class 2 contains 5025 members 
Mstep: Class 4 contains 2838 members 
Mstep: Class 5 contains 11954 members 
Mstep: Class 6 contains 231784 members 
Mstep: Class 7 contains 11773 members 
Mstep: Class 8 contains 253343 members 
Mstep: Class 10 contains 60828 members 
Mstep: Class 11 contains 1537 members 
Mstep: Class 13 contains 53790 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 2117 members 
Mstep: Class 16 contains 23571 members 
Mstep: Class 17 contains 173595 members 
Mstep: Class 21 contains 14752 members 
Mstep: Class 22 contains 10800 members 
Mstep: Class 23 contains 70798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3135.728027 but Gain 3425.558594
Score: -135721264.000000 Penalty: 54808.906250
Iteration 20F: 17 clusters Score -1.357213e+08 nChanged 16897
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 4 contains 3050 members 
Mstep: Class 5 contains 12368 members 
Mstep: Class 6 contains 232706 members 
Mstep: Class 7 contains 12937 members 
Mstep: Class 8 contains 252321 members 
Mstep: Class 10 contains 60298 members 
Mstep: Class 11 contains 1567 members 
Mstep: Class 13 contains 56594 members 
Mstep: Class 15 contains 2090 members 
Mstep: Class 16 contains 22258 members 
Mstep: Class 17 contains 175585 members 
Mstep: Class 21 contains 15093 members 
Mstep: Class 22 contains 10753 members 
Mstep: Class 23 contains 70293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135727568.000000 Penalty: 54808.906250
Iteration 21Q: 17 clusters Score -1.357276e+08 nChanged 13877
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 4 contains 3271 members 
Mstep: Class 5 contains 12773 members 
Mstep: Class 6 contains 233416 members 
Mstep: Class 7 contains 14416 members 
Mstep: Class 8 contains 250056 members 
Mstep: Class 10 contains 59053 members 
Mstep: Class 11 contains 1609 members 
Mstep: Class 13 contains 58588 members 
Mstep: Class 15 contains 2049 members 
Mstep: Class 16 contains 20781 members 
Mstep: Class 17 contains 177374 members 
Mstep: Class 21 contains 15463 members 
Mstep: Class 22 contains 10751 members 
Mstep: Class 23 contains 69659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135730704.000000 Penalty: 54808.906250
Iteration 22Q: 17 clusters Score -1.357307e+08 nChanged 13071
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 4959 members 
Mstep: Class 4 contains 3529 members 
Mstep: Class 5 contains 13197 members 
Mstep: Class 6 contains 233788 members 
Mstep: Class 7 contains 16131 members 
Mstep: Class 8 contains 248349 members 
Mstep: Class 10 contains 57930 members 
Mstep: Class 11 contains 1706 members 
Mstep: Class 13 contains 60372 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 19180 members 
Mstep: Class 17 contains 178677 members 
Mstep: Class 21 contains 15852 members 
Mstep: Class 22 contains 10750 members 
Mstep: Class 23 contains 69046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135734032.000000 Penalty: 54808.906250
Iteration 23Q: 17 clusters Score -1.35734e+08 nChanged 12053
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 4933 members 
Mstep: Class 4 contains 3823 members 
Mstep: Class 5 contains 13613 members 
Mstep: Class 6 contains 233902 members 
Mstep: Class 7 contains 17948 members 
Mstep: Class 8 contains 246990 members 
Mstep: Class 10 contains 56937 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 13 contains 62031 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 17535 members 
Mstep: Class 17 contains 179679 members 
Mstep: Class 21 contains 16314 members 
Mstep: Class 22 contains 10742 members 
Mstep: Class 23 contains 68394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135736784.000000 Penalty: 54808.906250
Iteration 24Q: 17 clusters Score -1.357368e+08 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 59652 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 4 contains 4120 members 
Mstep: Class 5 contains 14015 members 
Mstep: Class 6 contains 233796 members 
Mstep: Class 7 contains 19753 members 
Mstep: Class 8 contains 245816 members 
Mstep: Class 10 contains 56064 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 13 contains 63586 members 
Mstep: Class 15 contains 1900 members 
Mstep: Class 16 contains 15941 members 
Mstep: Class 17 contains 180584 members 
Mstep: Class 21 contains 16811 members 
Mstep: Class 22 contains 10703 members 
Mstep: Class 23 contains 67761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135739888.000000 Penalty: 54808.906250
Iteration 25Q: 17 clusters Score -1.357399e+08 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 4911 members 
Mstep: Class 4 contains 4447 members 
Mstep: Class 5 contains 14451 members 
Mstep: Class 6 contains 233551 members 
Mstep: Class 7 contains 21526 members 
Mstep: Class 8 contains 244783 members 
Mstep: Class 10 contains 55319 members 
Mstep: Class 11 contains 1758 members 
Mstep: Class 13 contains 65059 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 14362 members 
Mstep: Class 17 contains 181234 members 
Mstep: Class 21 contains 17276 members 
Mstep: Class 22 contains 10724 members 
Mstep: Class 23 contains 67218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135742992.000000 Penalty: 54808.906250
Iteration 26Q: 17 clusters Score -1.35743e+08 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 4892 members 
Mstep: Class 4 contains 4792 members 
Mstep: Class 5 contains 14834 members 
Mstep: Class 6 contains 233116 members 
Mstep: Class 7 contains 23221 members 
Mstep: Class 8 contains 244031 members 
Mstep: Class 10 contains 54679 members 
Mstep: Class 11 contains 1761 members 
Mstep: Class 13 contains 66340 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12866 members 
Mstep: Class 17 contains 181817 members 
Mstep: Class 21 contains 17790 members 
Mstep: Class 22 contains 10751 members 
Mstep: Class 23 contains 66657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135745120.000000 Penalty: 54808.906250
Iteration 27Q: 17 clusters Score -1.357451e+08 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 4 contains 5153 members 
Mstep: Class 5 contains 15171 members 
Mstep: Class 6 contains 232646 members 
Mstep: Class 7 contains 24650 members 
Mstep: Class 8 contains 243465 members 
Mstep: Class 10 contains 54116 members 
Mstep: Class 11 contains 1763 members 
Mstep: Class 13 contains 67529 members 
Mstep: Class 15 contains 1884 members 
Mstep: Class 16 contains 11609 members 
Mstep: Class 17 contains 182232 members 
Mstep: Class 21 contains 18313 members 
Mstep: Class 22 contains 10759 members 
Mstep: Class 23 contains 66129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135747360.000000 Penalty: 54808.906250
Iteration 28Q: 17 clusters Score -1.357474e+08 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 4854 members 
Mstep: Class 4 contains 5454 members 
Mstep: Class 5 contains 15525 members 
Mstep: Class 6 contains 232125 members 
Mstep: Class 7 contains 25734 members 
Mstep: Class 8 contains 242978 members 
Mstep: Class 10 contains 53673 members 
Mstep: Class 11 contains 1764 members 
Mstep: Class 13 contains 68514 members 
Mstep: Class 15 contains 1884 members 
Mstep: Class 16 contains 10666 members 
Mstep: Class 17 contains 182648 members 
Mstep: Class 21 contains 18824 members 
Mstep: Class 22 contains 10748 members 
Mstep: Class 23 contains 65682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135748704.000000 Penalty: 54808.906250
Iteration 29Q: 17 clusters Score -1.357487e+08 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 4839 members 
Mstep: Class 4 contains 5759 members 
Mstep: Class 5 contains 15891 members 
Mstep: Class 6 contains 231613 members 
Mstep: Class 7 contains 26581 members 
Mstep: Class 8 contains 242456 members 
Mstep: Class 10 contains 53315 members 
Mstep: Class 11 contains 1764 members 
Mstep: Class 13 contains 69411 members 
Mstep: Class 15 contains 1884 members 
Mstep: Class 16 contains 9992 members 
Mstep: Class 17 contains 183026 members 
Mstep: Class 21 contains 19274 members 
Mstep: Class 22 contains 10709 members 
Mstep: Class 23 contains 65282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135749968.000000 Penalty: 54808.906250
Iteration 30Q: 17 clusters Score -1.3575e+08 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 54712 members 
Mstep: Class 2 contains 4825 members 
Mstep: Class 4 contains 6064 members 
Mstep: Class 5 contains 16221 members 
Mstep: Class 6 contains 231067 members 
Mstep: Class 7 contains 27313 members 
Mstep: Class 8 contains 242061 members 
Mstep: Class 10 contains 53000 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 13 contains 70243 members 
Mstep: Class 15 contains 1884 members 
Mstep: Class 16 contains 9469 members 
Mstep: Class 17 contains 183314 members 
Mstep: Class 21 contains 19696 members 
Mstep: Class 22 contains 10642 members 
Mstep: Class 23 contains 64898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135751456.000000 Penalty: 54808.906250
Iteration 31Q: 17 clusters Score -1.357515e+08 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 4 contains 6329 members 
Mstep: Class 5 contains 16545 members 
Mstep: Class 6 contains 230569 members 
Mstep: Class 7 contains 27868 members 
Mstep: Class 8 contains 241697 members 
Mstep: Class 10 contains 52709 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 13 contains 71069 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 9111 members 
Mstep: Class 17 contains 183560 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 10553 members 
Mstep: Class 23 contains 64543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135752288.000000 Penalty: 54808.906250
Iteration 32Q: 17 clusters Score -1.357523e+08 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 4792 members 
Mstep: Class 4 contains 6580 members 
Mstep: Class 5 contains 16889 members 
Mstep: Class 6 contains 230050 members 
Mstep: Class 7 contains 28349 members 
Mstep: Class 8 contains 241371 members 
Mstep: Class 10 contains 52506 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 13 contains 71795 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 8903 members 
Mstep: Class 17 contains 183762 members 
Mstep: Class 21 contains 20414 members 
Mstep: Class 22 contains 10441 members 
Mstep: Class 23 contains 64182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135753232.000000 Penalty: 54808.906250
Iteration 33Q: 17 clusters Score -1.357532e+08 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 4775 members 
Mstep: Class 4 contains 6803 members 
Mstep: Class 5 contains 17172 members 
Mstep: Class 6 contains 229519 members 
Mstep: Class 7 contains 28765 members 
Mstep: Class 8 contains 241103 members 
Mstep: Class 10 contains 52339 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 13 contains 72530 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 8748 members 
Mstep: Class 17 contains 184003 members 
Mstep: Class 21 contains 20699 members 
Mstep: Class 22 contains 10317 members 
Mstep: Class 23 contains 63879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135753856.000000 Penalty: 54808.906250
Iteration 34Q: 17 clusters Score -1.357539e+08 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 4763 members 
Mstep: Class 4 contains 6994 members 
Mstep: Class 5 contains 17466 members 
Mstep: Class 6 contains 229108 members 
Mstep: Class 7 contains 29137 members 
Mstep: Class 8 contains 240778 members 
Mstep: Class 10 contains 52194 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 13 contains 73215 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 8637 members 
Mstep: Class 17 contains 184233 members 
Mstep: Class 21 contains 20957 members 
Mstep: Class 22 contains 10168 members 
Mstep: Class 23 contains 63581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135754048.000000 Penalty: 54808.906250
Iteration 35Q: 17 clusters Score -1.35754e+08 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 4 contains 7146 members 
Mstep: Class 5 contains 17725 members 
Mstep: Class 6 contains 228694 members 
Mstep: Class 7 contains 29458 members 
Mstep: Class 8 contains 240567 members 
Mstep: Class 10 contains 52062 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 13 contains 73819 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 8552 members 
Mstep: Class 17 contains 184479 members 
Mstep: Class 21 contains 21181 members 
Mstep: Class 22 contains 10036 members 
Mstep: Class 23 contains 63304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135754224.000000 Penalty: 54808.906250
Iteration 36Q: 17 clusters Score -1.357542e+08 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 4730 members 
Mstep: Class 4 contains 7285 members 
Mstep: Class 5 contains 17962 members 
Mstep: Class 6 contains 228288 members 
Mstep: Class 7 contains 29771 members 
Mstep: Class 8 contains 240296 members 
Mstep: Class 10 contains 51945 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 13 contains 74442 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 8491 members 
Mstep: Class 17 contains 184720 members 
Mstep: Class 21 contains 21377 members 
Mstep: Class 22 contains 9886 members 
Mstep: Class 23 contains 63057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135754720.000000 Penalty: 54808.906250
Iteration 37Q: 17 clusters Score -1.357547e+08 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 4716 members 
Mstep: Class 4 contains 7404 members 
Mstep: Class 5 contains 18216 members 
Mstep: Class 6 contains 227941 members 
Mstep: Class 7 contains 30063 members 
Mstep: Class 8 contains 240070 members 
Mstep: Class 10 contains 51857 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 13 contains 74969 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 8443 members 
Mstep: Class 17 contains 184935 members 
Mstep: Class 21 contains 21552 members 
Mstep: Class 22 contains 9717 members 
Mstep: Class 23 contains 62842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135755088.000000 Penalty: 54808.906250
Iteration 38Q: 17 clusters Score -1.357551e+08 nChanged 3261
Entering ConstructFrom: 
Score: -135755088.000000 Penalty: 54808.906250
Entering ConstructFrom: 
Trying to split cluster 1 (50320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Entering Unmasked Estep 
Score: -7038851.000000 Penalty: 2684.886963
	Iteration 0F: 2 clusters Score -7038851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -7004922.000000 Penalty: 5369.773926
	Iteration 0F: 3 clusters Score -7004922 nChanged 23285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -7017741.000000 Penalty: 5369.773926
	Iteration 1F: 3 clusters Score -7017741 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -7018282.500000 Penalty: 5369.773926
	Iteration 2Q: 3 clusters Score -7018282 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -7018898.000000 Penalty: 5369.773926
	Iteration 3Q: 3 clusters Score -7018898 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -7019725.000000 Penalty: 5369.773926
	Iteration 4Q: 3 clusters Score -7019725 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -7020972.000000 Penalty: 5369.773926
	Iteration 5Q: 3 clusters Score -7020972 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -7022837.500000 Penalty: 5369.773926
	Iteration 6F: 3 clusters Score -7022838 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -7025648.000000 Penalty: 5369.773926
	Iteration 7F: 3 clusters Score -7025648 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -7029378.500000 Penalty: 5369.773926
	Iteration 8F: 3 clusters Score -7029378 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -7033003.500000 Penalty: 5369.773926
	Iteration 9F: 3 clusters Score -7033004 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -7035097.500000 Penalty: 5369.773926
	Iteration 10F: 3 clusters Score -7035098 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -7035922.000000 Penalty: 5369.773926
	Iteration 11Q: 3 clusters Score -7035922 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -7036263.500000 Penalty: 5369.773926
	Iteration 12Q: 3 clusters Score -7036264 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -7036489.500000 Penalty: 5369.773926
	Iteration 13Q: 3 clusters Score -7036490 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -7036569.000000 Penalty: 5369.773926
	Iteration 14Q: 3 clusters Score -7036569 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -7036634.500000 Penalty: 5369.773926
	Iteration 15Q: 3 clusters Score -7036634 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -7036691.000000 Penalty: 5369.773926
	Iteration 16Q: 3 clusters Score -7036691 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -7036729.500000 Penalty: 5369.773926
	Iteration 17Q: 3 clusters Score -7036730 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -7036749.000000 Penalty: 5369.773926
	Iteration 18Q: 3 clusters Score -7036749 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -7036786.000000 Penalty: 5369.773926
	Iteration 19Q: 3 clusters Score -7036786 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -7036821.500000 Penalty: 5369.773926
	Iteration 20F: 3 clusters Score -7036822 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -7036851.500000 Penalty: 5369.773926
	Iteration 21Q: 3 clusters Score -7036852 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -7036879.000000 Penalty: 5369.773926
	Iteration 22Q: 3 clusters Score -7036879 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -7036908.000000 Penalty: 5369.773926
	Iteration 23Q: 3 clusters Score -7036908 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -7036912.000000 Penalty: 5369.773926
	Iteration 24Q: 3 clusters Score -7036912 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -7036926.500000 Penalty: 5369.773926
	Iteration 25Q: 3 clusters Score -7036926 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -7036952.500000 Penalty: 5369.773926
	Iteration 26Q: 3 clusters Score -7036952 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -7036982.500000 Penalty: 5369.773926
	Iteration 27Q: 3 clusters Score -7036982 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -7036977.500000 Penalty: 5369.773926
	Iteration 28Q: 3 clusters Score -7036978 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -7036983.500000 Penalty: 5369.773926
	Iteration 29Q: 3 clusters Score -7036984 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -7037001.500000 Penalty: 5369.773926
	Iteration 30Q: 3 clusters Score -7037002 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -7037010.500000 Penalty: 5369.773926
	Iteration 31Q: 3 clusters Score -7037010 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -7037026.500000 Penalty: 5369.773926
	Iteration 32Q: 3 clusters Score -7037026 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -7037047.000000 Penalty: 5369.773926
	Iteration 33Q: 3 clusters Score -7037047 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -7037043.500000 Penalty: 5369.773926
	Iteration 34Q: 3 clusters Score -7037044 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -7037053.000000 Penalty: 5369.773926
	Iteration 35Q: 3 clusters Score -7037053 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -7037054.000000 Penalty: 5369.773926
	Iteration 36Q: 3 clusters Score -7037054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -7037064.500000 Penalty: 5369.773926
	Iteration 37Q: 3 clusters Score -7037064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -7037069.000000 Penalty: 5369.773926
	Iteration 38Q: 3 clusters Score -7037069 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -7037082.500000 Penalty: 5369.773926
	Iteration 39Q: 3 clusters Score -7037082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -7037080.500000 Penalty: 5369.773926
	Iteration 40F: 3 clusters Score -7037080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -7037093.000000 Penalty: 5369.773926
	Iteration 41Q: 3 clusters Score -7037093 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -7037081.500000 Penalty: 5369.773926
	Iteration 42Q: 3 clusters Score -7037082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -7037091.000000 Penalty: 5369.773926
	Iteration 43Q: 3 clusters Score -7037091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -7037101.000000 Penalty: 5369.773926
	Iteration 44Q: 3 clusters Score -7037101 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -7037096.500000 Penalty: 5369.773926
	Iteration 45Q: 3 clusters Score -7037096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -7037099.500000 Penalty: 5369.773926
	Iteration 46Q: 3 clusters Score -7037100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -7037092.500000 Penalty: 5369.773926
	Iteration 47Q: 3 clusters Score -7037092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -7037092.500000 Penalty: 5369.773926
	Iteration 48Q: 3 clusters Score -7037092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -7037102.500000 Penalty: 5369.773926
	Iteration 49Q: 3 clusters Score -7037102 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -7037088.000000 Penalty: 5369.773926
	Iteration 50Q: 3 clusters Score -7037088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -7037108.000000 Penalty: 5369.773926
	Iteration 51Q: 3 clusters Score -7037108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -7037108.500000 Penalty: 5369.773926
	Iteration 52Q: 3 clusters Score -7037108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -7037107.500000 Penalty: 5369.773926
	Iteration 53Q: 3 clusters Score -7037108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -7037114.500000 Penalty: 5369.773926
	Iteration 54Q: 3 clusters Score -7037114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -7037114.500000 Penalty: 5369.773926
	Iteration 55Q: 3 clusters Score -7037114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -7037129.000000 Penalty: 5369.773926
	Iteration 56Q: 3 clusters Score -7037129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -7037126.000000 Penalty: 5369.773926
	Iteration 57Q: 3 clusters Score -7037126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -7037142.500000 Penalty: 5369.773926
	Iteration 58Q: 3 clusters Score -7037142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -7037141.000000 Penalty: 5369.773926
	Iteration 59Q: 3 clusters Score -7037141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -7037145.000000 Penalty: 5369.773926
	Iteration 60F: 3 clusters Score -7037145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -7037143.000000 Penalty: 5369.773926
	Iteration 61Q: 3 clusters Score -7037143 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -7037141.500000 Penalty: 5369.773926
	Iteration 62Q: 3 clusters Score -7037142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -7037143.500000 Penalty: 5369.773926
	Iteration 63Q: 3 clusters Score -7037144 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -7037139.500000 Penalty: 5369.773926
	Iteration 64Q: 3 clusters Score -7037140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -7037153.500000 Penalty: 5369.773926
	Iteration 65Q: 3 clusters Score -7037154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -7037170.000000 Penalty: 5369.773926
	Iteration 66Q: 3 clusters Score -7037170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -7037155.000000 Penalty: 5369.773926
	Iteration 67Q: 3 clusters Score -7037155 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -7037139.500000 Penalty: 5369.773926
	Iteration 68Q: 3 clusters Score -7037140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -7037138.000000 Penalty: 5369.773926
	Iteration 69Q: 3 clusters Score -7037138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -7037145.000000 Penalty: 5369.773926
	Iteration 70Q: 3 clusters Score -7037145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -7037156.500000 Penalty: 5369.773926
	Iteration 71Q: 3 clusters Score -7037156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -7037168.000000 Penalty: 5369.773926
	Iteration 72Q: 3 clusters Score -7037168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7037175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7037169 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -7037159.500000 Penalty: 5369.773926
	Iteration 75Q: 3 clusters Score -7037160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -7037161.500000 Penalty: 5369.773926
	Iteration 76Q: 3 clusters Score -7037162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -7037184.500000 Penalty: 5369.773926
	Iteration 77Q: 3 clusters Score -7037184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -7037171.000000 Penalty: 5369.773926
	Iteration 78Q: 3 clusters Score -7037171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -7037187.500000 Penalty: 5369.773926
	Iteration 79Q: 3 clusters Score -7037188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -7037172.000000 Penalty: 5369.773926
	Iteration 80F: 3 clusters Score -7037172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -7037189.500000 Penalty: 5369.773926
	Iteration 81Q: 3 clusters Score -7037190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -7037184.500000 Penalty: 5369.773926
	Iteration 82Q: 3 clusters Score -7037184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -7037190.000000 Penalty: 5369.773926
	Iteration 83Q: 3 clusters Score -7037190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -7037184.500000 Penalty: 5369.773926
	Iteration 84Q: 3 clusters Score -7037184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -7037191.000000 Penalty: 5369.773926
	Iteration 85Q: 3 clusters Score -7037191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -7037188.500000 Penalty: 5369.773926
	Iteration 86Q: 3 clusters Score -7037188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -7037190.500000 Penalty: 5369.773926
	Iteration 87Q: 3 clusters Score -7037190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -7037200.500000 Penalty: 5369.773926
	Iteration 88Q: 3 clusters Score -7037200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -7037195.500000 Penalty: 5369.773926
	Iteration 89Q: 3 clusters Score -7037196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -7037209.500000 Penalty: 5369.773926
	Iteration 90Q: 3 clusters Score -7037210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7037208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -7037207.500000 Penalty: 5369.773926
	Iteration 92Q: 3 clusters Score -7037208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -7037207.000000 Penalty: 5369.773926
	Iteration 93Q: 3 clusters Score -7037207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7037209 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -7037213.500000 Penalty: 5369.773926
	Iteration 95Q: 3 clusters Score -7037214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -7037219.500000 Penalty: 5369.773926
	Iteration 96Q: 3 clusters Score -7037220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -7037216.500000 Penalty: 5369.773926
	Iteration 97Q: 3 clusters Score -7037216 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -7037223.500000 Penalty: 5369.773926
	Iteration 98Q: 3 clusters Score -7037224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -7037237.500000 Penalty: 5369.773926
	Iteration 99Q: 3 clusters Score -7037238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7037238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -7037245.000000 Penalty: 5369.773926
	Iteration 101Q: 3 clusters Score -7037245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -7037260.000000 Penalty: 5369.773926
	Iteration 102Q: 3 clusters Score -7037260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -7037259.000000 Penalty: 5369.773926
	Iteration 103Q: 3 clusters Score -7037259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -7037256.000000 Penalty: 5369.773926
	Iteration 104Q: 3 clusters Score -7037256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7037259 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7037259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7037260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -7037271.500000 Penalty: 5369.773926
	Iteration 108Q: 3 clusters Score -7037272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -7037275.500000 Penalty: 5369.773926
	Iteration 109Q: 3 clusters Score -7037276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -7037282.000000 Penalty: 5369.773926
	Iteration 110Q: 3 clusters Score -7037282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -7037286.500000 Penalty: 5369.773926
	Iteration 111Q: 3 clusters Score -7037286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -7037280.000000 Penalty: 5369.773926
	Iteration 112Q: 3 clusters Score -7037280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7037282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -7037288.000000 Penalty: 5369.773926
	Iteration 114Q: 3 clusters Score -7037288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7037288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7037290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7037289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7037292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7037286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -7037293.500000 Penalty: 5369.773926
	Iteration 120F: 3 clusters Score -7037294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7037296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -7037297.000000 Penalty: 5369.773926
	Iteration 122Q: 3 clusters Score -7037297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -7037298.500000 Penalty: 5369.773926
	Iteration 123Q: 3 clusters Score -7037298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -7037311.500000 Penalty: 5369.773926
	Iteration 124Q: 3 clusters Score -7037312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -7037305.000000 Penalty: 5369.773926
	Iteration 125Q: 3 clusters Score -7037305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7037298 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7037297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7037298 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7037293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7037298 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7037296 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -7037289.000000 Penalty: 5369.773926
	Iteration 132Q: 3 clusters Score -7037289 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -7037282.500000 Penalty: 5369.773926
	Iteration 133Q: 3 clusters Score -7037282 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -7037284.000000 Penalty: 5369.773926
	Iteration 134Q: 3 clusters Score -7037284 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7037285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -7037287.500000 Penalty: 5369.773926
	Iteration 136Q: 3 clusters Score -7037288 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -7037278.000000 Penalty: 5369.773926
	Iteration 137Q: 3 clusters Score -7037278 nChanged 1
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Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7037279 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7037284 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7037286 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7037286 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7037278 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7037294 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7037287 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7037286 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7037286 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 5747 members 
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	Iteration 147Q: 3 clusters Score -7037287 nChanged 9
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	Iteration 148Q: 3 clusters Score -7037285 nChanged 11
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	Iteration 149Q: 3 clusters Score -7037286 nChanged 12
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Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7037292 nChanged 9
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -7037290 nChanged 15
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Mstep: Class 2 contains 5693 members 
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	Iteration 152Q: 3 clusters Score -7037290 nChanged 12
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Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -7037294 nChanged 6
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Mstep: Class 1 contains 44645 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7037302 nChanged 3
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Mstep: Class 1 contains 44648 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7037302 nChanged 7
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Mstep: Class 1 contains 44655 members 
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	Iteration 156Q: 3 clusters Score -7037302 nChanged 2
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	Iteration 157Q: 3 clusters Score -7037301 nChanged 3
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	Iteration 158Q: 3 clusters Score -7037304 nChanged 4
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	Iteration 159Q: 3 clusters Score -7037296 nChanged 5
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -7037302 nChanged 4
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7037305 nChanged 3
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	Iteration 162Q: 3 clusters Score -7037302 nChanged 1
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	Iteration 163Q: 3 clusters Score -7037300 nChanged 3
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	Iteration 164Q: 3 clusters Score -7037302 nChanged 3
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	Iteration 165Q: 3 clusters Score -7037298 nChanged 2
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Entering Unmasked Estep 
Score: -7037299.000000 Penalty: 5369.773926
	Iteration 166Q: 3 clusters Score -7037299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -7037298.000000 Penalty: 5369.773926
	Iteration 167Q: 3 clusters Score -7037298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -7037299.500000 Penalty: 5369.773926
	Iteration 168Q: 3 clusters Score -7037300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -7037303.500000 Penalty: 5369.773926
	Iteration 169Q: 3 clusters Score -7037304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -7037294.500000 Penalty: 5369.773926
	Iteration 170Q: 3 clusters Score -7037294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -7037298.500000 Penalty: 5369.773926
	Iteration 171Q: 3 clusters Score -7037298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -7037293.500000 Penalty: 5369.773926
	Iteration 172Q: 3 clusters Score -7037294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -7037303.500000 Penalty: 5369.773926
	Iteration 173Q: 3 clusters Score -7037304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -7037302.000000 Penalty: 5369.773926
	Iteration 174Q: 3 clusters Score -7037302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -7037291.000000 Penalty: 5369.773926
	Iteration 175Q: 3 clusters Score -7037291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -7037291.500000 Penalty: 5369.773926
	Iteration 176Q: 3 clusters Score -7037292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -7037300.500000 Penalty: 5369.773926
	Iteration 177Q: 3 clusters Score -7037300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -7037298.500000 Penalty: 5369.773926
	Iteration 178Q: 3 clusters Score -7037298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -7037289.000000 Penalty: 5369.773926
	Iteration 179Q: 3 clusters Score -7037289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -7037292.500000 Penalty: 5369.773926
	Iteration 180F: 3 clusters Score -7037292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Entering Unmasked Estep 
Score: -615692.250000 Penalty: 2096.971436
	Iteration 0F: 2 clusters Score -615692.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -611390.375000 Penalty: 4193.942871
	Iteration 0F: 3 clusters Score -611390.4 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -612616.062500 Penalty: 4193.942871
	Iteration 1F: 3 clusters Score -612616.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -613031.562500 Penalty: 4193.942871
	Iteration 2F: 3 clusters Score -613031.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -613362.312500 Penalty: 4193.942871
	Iteration 3F: 3 clusters Score -613362.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -613686.375000 Penalty: 4193.942871
	Iteration 4F: 3 clusters Score -613686.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -613958.375000 Penalty: 4193.942871
	Iteration 5F: 3 clusters Score -613958.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -614210.812500 Penalty: 4193.942871
	Iteration 6F: 3 clusters Score -614210.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -614430.875000 Penalty: 4193.942871
	Iteration 7Q: 3 clusters Score -614430.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -614598.000000 Penalty: 4193.942871
	Iteration 8Q: 3 clusters Score -614598 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -614688.562500 Penalty: 4193.942871
	Iteration 9Q: 3 clusters Score -614688.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -614739.125000 Penalty: 4193.942871
	Iteration 10Q: 3 clusters Score -614739.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -614773.250000 Penalty: 4193.942871
	Iteration 11Q: 3 clusters Score -614773.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -614806.562500 Penalty: 4193.942871
	Iteration 12Q: 3 clusters Score -614806.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -614822.875000 Penalty: 4193.942871
	Iteration 13Q: 3 clusters Score -614822.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -614833.812500 Penalty: 4193.942871
	Iteration 14Q: 3 clusters Score -614833.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -614838.937500 Penalty: 4193.942871
	Iteration 15Q: 3 clusters Score -614838.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -614846.500000 Penalty: 4193.942871
	Iteration 16Q: 3 clusters Score -614846.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -614857.250000 Penalty: 4193.942871
	Iteration 17Q: 3 clusters Score -614857.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -614866.375000 Penalty: 4193.942871
	Iteration 18Q: 3 clusters Score -614866.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -614873.375000 Penalty: 4193.942871
	Iteration 19Q: 3 clusters Score -614873.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -614882.812500 Penalty: 4193.942871
	Iteration 20F: 3 clusters Score -614882.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -614892.187500 Penalty: 4193.942871
	Iteration 21Q: 3 clusters Score -614892.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -614895.750000 Penalty: 4193.942871
	Iteration 22Q: 3 clusters Score -614895.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -614899.750000 Penalty: 4193.942871
	Iteration 23Q: 3 clusters Score -614899.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -614902.437500 Penalty: 4193.942871
	Iteration 24Q: 3 clusters Score -614902.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -614903.500000 Penalty: 4193.942871
	Iteration 25Q: 3 clusters Score -614903.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -614904.187500 Penalty: 4193.942871
	Iteration 26Q: 3 clusters Score -614904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -614906.125000 Penalty: 4193.942871
	Iteration 27Q: 3 clusters Score -614906.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -614906.312500 Penalty: 4193.942871
	Iteration 28Q: 3 clusters Score -614906.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -614907.812500 Penalty: 4193.942871
	Iteration 29Q: 3 clusters Score -614907.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -614908.437500 Penalty: 4193.942871
	Iteration 30Q: 3 clusters Score -614908.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -614908.437500 Penalty: 4193.942871
	Iteration 31F: 3 clusters Score -614908.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Entering Unmasked Estep 
Score: -1061422.625000 Penalty: 2213.281738
	Iteration 0F: 2 clusters Score -1061423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1055276.625000 Penalty: 4426.563477
	Iteration 0F: 3 clusters Score -1055277 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1056897.750000 Penalty: 4426.563477
	Iteration 1F: 3 clusters Score -1056898 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1057183.125000 Penalty: 4426.563477
	Iteration 2F: 3 clusters Score -1057183 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1057390.500000 Penalty: 4426.563477
	Iteration 3F: 3 clusters Score -1057390 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1057528.625000 Penalty: 4426.563477
	Iteration 4Q: 3 clusters Score -1057529 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1057638.750000 Penalty: 4426.563477
	Iteration 5Q: 3 clusters Score -1057639 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1057728.375000 Penalty: 4426.563477
	Iteration 6Q: 3 clusters Score -1057728 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1057817.625000 Penalty: 4426.563477
	Iteration 7Q: 3 clusters Score -1057818 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1057896.750000 Penalty: 4426.563477
	Iteration 8Q: 3 clusters Score -1057897 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1057982.500000 Penalty: 4426.563477
	Iteration 9Q: 3 clusters Score -1057982 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1058066.125000 Penalty: 4426.563477
	Iteration 10Q: 3 clusters Score -1058066 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1058148.750000 Penalty: 4426.563477
	Iteration 11Q: 3 clusters Score -1058149 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1058240.125000 Penalty: 4426.563477
	Iteration 12Q: 3 clusters Score -1058240 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1058325.000000 Penalty: 4426.563477
	Iteration 13Q: 3 clusters Score -1058325 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1058423.250000 Penalty: 4426.563477
	Iteration 14Q: 3 clusters Score -1058423 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1058530.125000 Penalty: 4426.563477
	Iteration 15Q: 3 clusters Score -1058530 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1058666.625000 Penalty: 4426.563477
	Iteration 16Q: 3 clusters Score -1058667 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1058789.500000 Penalty: 4426.563477
	Iteration 17Q: 3 clusters Score -1058790 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1058890.125000 Penalty: 4426.563477
	Iteration 18Q: 3 clusters Score -1058890 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1058991.125000 Penalty: 4426.563477
	Iteration 19Q: 3 clusters Score -1058991 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1059084.000000 Penalty: 4426.563477
	Iteration 20F: 3 clusters Score -1059084 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1059153.750000 Penalty: 4426.563477
	Iteration 21Q: 3 clusters Score -1059154 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1059201.875000 Penalty: 4426.563477
	Iteration 22Q: 3 clusters Score -1059202 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1059238.750000 Penalty: 4426.563477
	Iteration 23Q: 3 clusters Score -1059239 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1059274.125000 Penalty: 4426.563477
	Iteration 24Q: 3 clusters Score -1059274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1059299.000000 Penalty: 4426.563477
	Iteration 25Q: 3 clusters Score -1059299 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1059322.625000 Penalty: 4426.563477
	Iteration 26Q: 3 clusters Score -1059323 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1059344.000000 Penalty: 4426.563477
	Iteration 27Q: 3 clusters Score -1059344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1059361.125000 Penalty: 4426.563477
	Iteration 28Q: 3 clusters Score -1059361 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1059380.375000 Penalty: 4426.563477
	Iteration 29Q: 3 clusters Score -1059380 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1059396.625000 Penalty: 4426.563477
	Iteration 30Q: 3 clusters Score -1059397 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1059412.750000 Penalty: 4426.563477
	Iteration 31Q: 3 clusters Score -1059413 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1059436.625000 Penalty: 4426.563477
	Iteration 32Q: 3 clusters Score -1059437 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1059461.250000 Penalty: 4426.563477
	Iteration 33Q: 3 clusters Score -1059461 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1059493.375000 Penalty: 4426.563477
	Iteration 34Q: 3 clusters Score -1059493 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1059527.750000 Penalty: 4426.563477
	Iteration 35Q: 3 clusters Score -1059528 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1059558.375000 Penalty: 4426.563477
	Iteration 36Q: 3 clusters Score -1059558 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1059598.000000 Penalty: 4426.563477
	Iteration 37Q: 3 clusters Score -1059598 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1059643.875000 Penalty: 4426.563477
	Iteration 38Q: 3 clusters Score -1059644 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1059695.000000 Penalty: 4426.563477
	Iteration 39Q: 3 clusters Score -1059695 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1059743.000000 Penalty: 4426.563477
	Iteration 40F: 3 clusters Score -1059743 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1059772.625000 Penalty: 4426.563477
	Iteration 41Q: 3 clusters Score -1059773 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1059795.250000 Penalty: 4426.563477
	Iteration 42Q: 3 clusters Score -1059795 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1059807.375000 Penalty: 4426.563477
	Iteration 43Q: 3 clusters Score -1059807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1059816.500000 Penalty: 4426.563477
	Iteration 44Q: 3 clusters Score -1059816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1059820.250000 Penalty: 4426.563477
	Iteration 45Q: 3 clusters Score -1059820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1059824.500000 Penalty: 4426.563477
	Iteration 46Q: 3 clusters Score -1059824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1059828.875000 Penalty: 4426.563477
	Iteration 47Q: 3 clusters Score -1059829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1059829.375000 Penalty: 4426.563477
	Iteration 48Q: 3 clusters Score -1059829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1059833.125000 Penalty: 4426.563477
	Iteration 49Q: 3 clusters Score -1059833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1059832.625000 Penalty: 4426.563477
	Iteration 50Q: 3 clusters Score -1059833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1059834.625000 Penalty: 4426.563477
	Iteration 51Q: 3 clusters Score -1059835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1059835.375000 Penalty: 4426.563477
	Iteration 52Q: 3 clusters Score -1059835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1059833.375000 Penalty: 4426.563477
	Iteration 53Q: 3 clusters Score -1059833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1059834.375000 Penalty: 4426.563477
	Iteration 54Q: 3 clusters Score -1059834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1059838.250000 Penalty: 4426.563477
	Iteration 55Q: 3 clusters Score -1059838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1059839.250000 Penalty: 4426.563477
	Iteration 56Q: 3 clusters Score -1059839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1059840.000000 Penalty: 4426.563477
	Iteration 57Q: 3 clusters Score -1059840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1059844.125000 Penalty: 4426.563477
	Iteration 58Q: 3 clusters Score -1059844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1059848.125000 Penalty: 4426.563477
	Iteration 59Q: 3 clusters Score -1059848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1059849.375000 Penalty: 4426.563477
	Iteration 60F: 3 clusters Score -1059849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1059850.875000 Penalty: 4426.563477
	Iteration 61Q: 3 clusters Score -1059851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1059851.750000 Penalty: 4426.563477
	Iteration 62Q: 3 clusters Score -1059852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1059852.375000 Penalty: 4426.563477
	Iteration 63Q: 3 clusters Score -1059852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1059853.250000 Penalty: 4426.563477
	Iteration 64Q: 3 clusters Score -1059853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1059854.875000 Penalty: 4426.563477
	Iteration 65Q: 3 clusters Score -1059855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1059854.125000 Penalty: 4426.563477
	Iteration 66Q: 3 clusters Score -1059854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1059854.875000 Penalty: 4426.563477
	Iteration 67Q: 3 clusters Score -1059855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1059855.250000 Penalty: 4426.563477
	Iteration 68Q: 3 clusters Score -1059855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1059855.250000 Penalty: 4426.563477
	Iteration 69F: 3 clusters Score -1059855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Entering Unmasked Estep 
Score: -2582539.750000 Penalty: 2435.843994
	Iteration 0F: 2 clusters Score -2582540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2569416.250000 Penalty: 4871.687988
	Iteration 0F: 3 clusters Score -2569416 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2573766.000000 Penalty: 4871.687988
	Iteration 1F: 3 clusters Score -2573766 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2574191.250000 Penalty: 4871.687988
	Iteration 2F: 3 clusters Score -2574191 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2574486.250000 Penalty: 4871.687988
	Iteration 3Q: 3 clusters Score -2574486 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2574740.000000 Penalty: 4871.687988
	Iteration 4Q: 3 clusters Score -2574740 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2574944.000000 Penalty: 4871.687988
	Iteration 5Q: 3 clusters Score -2574944 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2575142.250000 Penalty: 4871.687988
	Iteration 6Q: 3 clusters Score -2575142 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2575302.750000 Penalty: 4871.687988
	Iteration 7Q: 3 clusters Score -2575303 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2575475.000000 Penalty: 4871.687988
	Iteration 8Q: 3 clusters Score -2575475 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2575686.250000 Penalty: 4871.687988
	Iteration 9Q: 3 clusters Score -2575686 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2575919.000000 Penalty: 4871.687988
	Iteration 10Q: 3 clusters Score -2575919 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2576225.250000 Penalty: 4871.687988
	Iteration 11Q: 3 clusters Score -2576225 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2576641.500000 Penalty: 4871.687988
	Iteration 12Q: 3 clusters Score -2576642 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2577171.000000 Penalty: 4871.687988
	Iteration 13Q: 3 clusters Score -2577171 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2577806.000000 Penalty: 4871.687988
	Iteration 14Q: 3 clusters Score -2577806 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2578456.000000 Penalty: 4871.687988
	Iteration 15Q: 3 clusters Score -2578456 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2579042.250000 Penalty: 4871.687988
	Iteration 16Q: 3 clusters Score -2579042 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2579525.750000 Penalty: 4871.687988
	Iteration 17Q: 3 clusters Score -2579526 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2579898.750000 Penalty: 4871.687988
	Iteration 18Q: 3 clusters Score -2579899 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2580167.750000 Penalty: 4871.687988
	Iteration 19Q: 3 clusters Score -2580168 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2580324.250000 Penalty: 4871.687988
	Iteration 20F: 3 clusters Score -2580324 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2580437.500000 Penalty: 4871.687988
	Iteration 21Q: 3 clusters Score -2580438 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2580510.750000 Penalty: 4871.687988
	Iteration 22Q: 3 clusters Score -2580511 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2580564.000000 Penalty: 4871.687988
	Iteration 23Q: 3 clusters Score -2580564 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2580593.500000 Penalty: 4871.687988
	Iteration 24Q: 3 clusters Score -2580594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2580608.000000 Penalty: 4871.687988
	Iteration 25Q: 3 clusters Score -2580608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2580629.000000 Penalty: 4871.687988
	Iteration 26Q: 3 clusters Score -2580629 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2580645.000000 Penalty: 4871.687988
	Iteration 27Q: 3 clusters Score -2580645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2580650.250000 Penalty: 4871.687988
	Iteration 28Q: 3 clusters Score -2580650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2580654.500000 Penalty: 4871.687988
	Iteration 29Q: 3 clusters Score -2580654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2580673.500000 Penalty: 4871.687988
	Iteration 30Q: 3 clusters Score -2580674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2580674.750000 Penalty: 4871.687988
	Iteration 31Q: 3 clusters Score -2580675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2580681.500000 Penalty: 4871.687988
	Iteration 32Q: 3 clusters Score -2580682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2580680.250000 Penalty: 4871.687988
	Iteration 33Q: 3 clusters Score -2580680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2580682.000000 Penalty: 4871.687988
	Iteration 34Q: 3 clusters Score -2580682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2580685.250000 Penalty: 4871.687988
	Iteration 35Q: 3 clusters Score -2580685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2580688.750000 Penalty: 4871.687988
	Iteration 36Q: 3 clusters Score -2580689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2580687.750000 Penalty: 4871.687988
	Iteration 37Q: 3 clusters Score -2580688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2580687.750000 Penalty: 4871.687988
	Iteration 38Q: 3 clusters Score -2580688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2580689.250000 Penalty: 4871.687988
	Iteration 39Q: 3 clusters Score -2580689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2580688.500000 Penalty: 4871.687988
	Iteration 40F: 3 clusters Score -2580688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2580693.000000 Penalty: 4871.687988
	Iteration 41Q: 3 clusters Score -2580693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2580695.000000 Penalty: 4871.687988
	Iteration 42Q: 3 clusters Score -2580695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2580697.000000 Penalty: 4871.687988
	Iteration 43Q: 3 clusters Score -2580697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2580700.250000 Penalty: 4871.687988
	Iteration 44Q: 3 clusters Score -2580700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2580699.750000 Penalty: 4871.687988
	Iteration 45Q: 3 clusters Score -2580700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2580699.000000 Penalty: 4871.687988
	Iteration 46Q: 3 clusters Score -2580699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2580706.500000 Penalty: 4871.687988
	Iteration 47Q: 3 clusters Score -2580706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2580702.250000 Penalty: 4871.687988
	Iteration 48Q: 3 clusters Score -2580702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2580702.250000 Penalty: 4871.687988
	Iteration 49F: 3 clusters Score -2580702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (227578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227578 members 
Entering Unmasked Estep 
Score: -31725716.000000 Penalty: 3059.141602
	Iteration 0F: 2 clusters Score -3.172572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114520 members 
Mstep: Class 2 contains 113058 members 
Entering Unmasked Estep 
Score: -31593124.000000 Penalty: 6118.283203
	Iteration 0F: 3 clusters Score -3.159312e+07 nChanged 109806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127954 members 
Mstep: Class 2 contains 99624 members 
Entering Unmasked Estep 
Score: -31659452.000000 Penalty: 6118.283203
	Iteration 1F: 3 clusters Score -3.165945e+07 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135166 members 
Mstep: Class 2 contains 92412 members 
Entering Unmasked Estep 
Score: -31662750.000000 Penalty: 6118.283203
	Iteration 2Q: 3 clusters Score -3.166275e+07 nChanged 12753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144457 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -31668334.000000 Penalty: 6118.283203
	Iteration 3F: 3 clusters Score -3.166833e+07 nChanged 14235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154218 members 
Mstep: Class 2 contains 73360 members 
Entering Unmasked Estep 
Score: -31676392.000000 Penalty: 6118.283203
	Iteration 4F: 3 clusters Score -3.167639e+07 nChanged 14634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162584 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -31685654.000000 Penalty: 6118.283203
	Iteration 5F: 3 clusters Score -3.168565e+07 nChanged 13900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167090 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -31694680.000000 Penalty: 6118.283203
	Iteration 6F: 3 clusters Score -3.169468e+07 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167712 members 
Mstep: Class 2 contains 59866 members 
Entering Unmasked Estep 
Score: -31700416.000000 Penalty: 6118.283203
	Iteration 7F: 3 clusters Score -3.170042e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166429 members 
Mstep: Class 2 contains 61149 members 
Entering Unmasked Estep 
Score: -31702778.000000 Penalty: 6118.283203
	Iteration 8Q: 3 clusters Score -3.170278e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164770 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -31703426.000000 Penalty: 6118.283203
	Iteration 9Q: 3 clusters Score -3.170343e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163064 members 
Mstep: Class 2 contains 64514 members 
Entering Unmasked Estep 
Score: -31703572.000000 Penalty: 6118.283203
	Iteration 10Q: 3 clusters Score -3.170357e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161320 members 
Mstep: Class 2 contains 66258 members 
Entering Unmasked Estep 
Score: -31703658.000000 Penalty: 6118.283203
	Iteration 11Q: 3 clusters Score -3.170366e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159534 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -31703688.000000 Penalty: 6118.283203
	Iteration 12Q: 3 clusters Score -3.170369e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157677 members 
Mstep: Class 2 contains 69901 members 
Entering Unmasked Estep 
Score: -31703780.000000 Penalty: 6118.283203
	Iteration 13Q: 3 clusters Score -3.170378e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155829 members 
Mstep: Class 2 contains 71749 members 
Entering Unmasked Estep 
Score: -31703788.000000 Penalty: 6118.283203
	Iteration 14Q: 3 clusters Score -3.170379e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153947 members 
Mstep: Class 2 contains 73631 members 
Entering Unmasked Estep 
Score: -31703774.000000 Penalty: 6118.283203
	Iteration 15Q: 3 clusters Score -3.170377e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152164 members 
Mstep: Class 2 contains 75414 members 
Entering Unmasked Estep 
Score: -31703766.000000 Penalty: 6118.283203
	Iteration 16Q: 3 clusters Score -3.170377e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150433 members 
Mstep: Class 2 contains 77145 members 
Entering Unmasked Estep 
Score: -31703764.000000 Penalty: 6118.283203
	Iteration 17Q: 3 clusters Score -3.170376e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148622 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -31703808.000000 Penalty: 6118.283203
	Iteration 18Q: 3 clusters Score -3.170381e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146776 members 
Mstep: Class 2 contains 80802 members 
Entering Unmasked Estep 
Score: -31703816.000000 Penalty: 6118.283203
	Iteration 19Q: 3 clusters Score -3.170382e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145061 members 
Mstep: Class 2 contains 82517 members 
Entering Unmasked Estep 
Score: -31703876.000000 Penalty: 6118.283203
	Iteration 20F: 3 clusters Score -3.170388e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143415 members 
Mstep: Class 2 contains 84163 members 
Entering Unmasked Estep 
Score: -31703896.000000 Penalty: 6118.283203
	Iteration 21Q: 3 clusters Score -3.17039e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141759 members 
Mstep: Class 2 contains 85819 members 
Entering Unmasked Estep 
Score: -31704018.000000 Penalty: 6118.283203
	Iteration 22Q: 3 clusters Score -3.170402e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140143 members 
Mstep: Class 2 contains 87435 members 
Entering Unmasked Estep 
Score: -31704068.000000 Penalty: 6118.283203
	Iteration 23Q: 3 clusters Score -3.170407e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 88929 members 
Entering Unmasked Estep 
Score: -31704144.000000 Penalty: 6118.283203
	Iteration 24Q: 3 clusters Score -3.170414e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137153 members 
Mstep: Class 2 contains 90425 members 
Entering Unmasked Estep 
Score: -31704064.000000 Penalty: 6118.283203
	Iteration 25Q: 3 clusters Score -3.170406e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135708 members 
Mstep: Class 2 contains 91870 members 
Entering Unmasked Estep 
Score: -31704120.000000 Penalty: 6118.283203
	Iteration 26Q: 3 clusters Score -3.170412e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134242 members 
Mstep: Class 2 contains 93336 members 
Entering Unmasked Estep 
Score: -31704250.000000 Penalty: 6118.283203
	Iteration 27Q: 3 clusters Score -3.170425e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132817 members 
Mstep: Class 2 contains 94761 members 
Entering Unmasked Estep 
Score: -31704250.000000 Penalty: 6118.283203
	Iteration 28Q: 3 clusters Score -3.170425e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131517 members 
Mstep: Class 2 contains 96061 members 
Entering Unmasked Estep 
Score: -31704318.000000 Penalty: 6118.283203
	Iteration 29Q: 3 clusters Score -3.170432e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130256 members 
Mstep: Class 2 contains 97322 members 
Entering Unmasked Estep 
Score: -31704388.000000 Penalty: 6118.283203
	Iteration 30Q: 3 clusters Score -3.170439e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129007 members 
Mstep: Class 2 contains 98571 members 
Entering Unmasked Estep 
Score: -31704380.000000 Penalty: 6118.283203
	Iteration 31Q: 3 clusters Score -3.170438e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127734 members 
Mstep: Class 2 contains 99844 members 
Entering Unmasked Estep 
Score: -31704426.000000 Penalty: 6118.283203
	Iteration 32Q: 3 clusters Score -3.170443e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126489 members 
Mstep: Class 2 contains 101089 members 
Entering Unmasked Estep 
Score: -31704470.000000 Penalty: 6118.283203
	Iteration 33Q: 3 clusters Score -3.170447e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125093 members 
Mstep: Class 2 contains 102485 members 
Entering Unmasked Estep 
Score: -31704590.000000 Penalty: 6118.283203
	Iteration 34Q: 3 clusters Score -3.170459e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123735 members 
Mstep: Class 2 contains 103843 members 
Entering Unmasked Estep 
Score: -31704656.000000 Penalty: 6118.283203
	Iteration 35Q: 3 clusters Score -3.170466e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122482 members 
Mstep: Class 2 contains 105096 members 
Entering Unmasked Estep 
Score: -31704764.000000 Penalty: 6118.283203
	Iteration 36Q: 3 clusters Score -3.170476e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121211 members 
Mstep: Class 2 contains 106367 members 
Entering Unmasked Estep 
Score: -31705066.000000 Penalty: 6118.283203
	Iteration 37Q: 3 clusters Score -3.170507e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119991 members 
Mstep: Class 2 contains 107587 members 
Entering Unmasked Estep 
Score: -31705110.000000 Penalty: 6118.283203
	Iteration 38Q: 3 clusters Score -3.170511e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118730 members 
Mstep: Class 2 contains 108848 members 
Entering Unmasked Estep 
Score: -31705352.000000 Penalty: 6118.283203
	Iteration 39Q: 3 clusters Score -3.170535e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117486 members 
Mstep: Class 2 contains 110092 members 
Entering Unmasked Estep 
Score: -31705796.000000 Penalty: 6118.283203
	Iteration 40F: 3 clusters Score -3.17058e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116299 members 
Mstep: Class 2 contains 111279 members 
Entering Unmasked Estep 
Score: -31706208.000000 Penalty: 6118.283203
	Iteration 41Q: 3 clusters Score -3.170621e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115114 members 
Mstep: Class 2 contains 112464 members 
Entering Unmasked Estep 
Score: -31706626.000000 Penalty: 6118.283203
	Iteration 42Q: 3 clusters Score -3.170663e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113825 members 
Mstep: Class 2 contains 113753 members 
Entering Unmasked Estep 
Score: -31706934.000000 Penalty: 6118.283203
	Iteration 43Q: 3 clusters Score -3.170693e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112355 members 
Mstep: Class 2 contains 115223 members 
Entering Unmasked Estep 
Score: -31707264.000000 Penalty: 6118.283203
	Iteration 44Q: 3 clusters Score -3.170726e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110606 members 
Mstep: Class 2 contains 116972 members 
Entering Unmasked Estep 
Score: -31707486.000000 Penalty: 6118.283203
	Iteration 45Q: 3 clusters Score -3.170749e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108478 members 
Mstep: Class 2 contains 119100 members 
Entering Unmasked Estep 
Score: -31708222.000000 Penalty: 6118.283203
	Iteration 46Q: 3 clusters Score -3.170822e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105909 members 
Mstep: Class 2 contains 121669 members 
Entering Unmasked Estep 
Score: -31708674.000000 Penalty: 6118.283203
	Iteration 47Q: 3 clusters Score -3.170867e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102845 members 
Mstep: Class 2 contains 124733 members 
Entering Unmasked Estep 
Score: -31709676.000000 Penalty: 6118.283203
	Iteration 48Q: 3 clusters Score -3.170968e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99077 members 
Mstep: Class 2 contains 128501 members 
Entering Unmasked Estep 
Score: -31710740.000000 Penalty: 6118.283203
	Iteration 49Q: 3 clusters Score -3.171074e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94638 members 
Mstep: Class 2 contains 132940 members 
Entering Unmasked Estep 
Score: -31712104.000000 Penalty: 6118.283203
	Iteration 50Q: 3 clusters Score -3.17121e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89618 members 
Mstep: Class 2 contains 137960 members 
Entering Unmasked Estep 
Score: -31713698.000000 Penalty: 6118.283203
	Iteration 51Q: 3 clusters Score -3.17137e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84155 members 
Mstep: Class 2 contains 143423 members 
Entering Unmasked Estep 
Score: -31715118.000000 Penalty: 6118.283203
	Iteration 52Q: 3 clusters Score -3.171512e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78534 members 
Mstep: Class 2 contains 149044 members 
Entering Unmasked Estep 
Score: -31716682.000000 Penalty: 6118.283203
	Iteration 53Q: 3 clusters Score -3.171668e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 154830 members 
Entering Unmasked Estep 
Score: -31718024.000000 Penalty: 6118.283203
	Iteration 54Q: 3 clusters Score -3.171802e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67061 members 
Mstep: Class 2 contains 160517 members 
Entering Unmasked Estep 
Score: -31718812.000000 Penalty: 6118.283203
	Iteration 55Q: 3 clusters Score -3.171881e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 165850 members 
Entering Unmasked Estep 
Score: -31719182.000000 Penalty: 6118.283203
	Iteration 56Q: 3 clusters Score -3.171918e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 170868 members 
Entering Unmasked Estep 
Score: -31719402.000000 Penalty: 6118.283203
	Iteration 57Q: 3 clusters Score -3.17194e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 175544 members 
Entering Unmasked Estep 
Score: -31719050.000000 Penalty: 6118.283203
	Iteration 58Q: 3 clusters Score -3.171905e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 179763 members 
Entering Unmasked Estep 
Score: -31719144.000000 Penalty: 6118.283203
	Iteration 59Q: 3 clusters Score -3.171914e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 183618 members 
Entering Unmasked Estep 
Score: -31721278.000000 Penalty: 6118.283203
	Iteration 60F: 3 clusters Score -3.172128e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 188997 members 
Entering Unmasked Estep 
Score: -31722070.000000 Penalty: 6118.283203
	Iteration 61Q: 3 clusters Score -3.172207e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 193721 members 
Entering Unmasked Estep 
Score: -31722306.000000 Penalty: 6118.283203
	Iteration 62Q: 3 clusters Score -3.172231e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 197876 members 
Entering Unmasked Estep 
Score: -31722476.000000 Penalty: 6118.283203
	Iteration 63Q: 3 clusters Score -3.172248e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 201464 members 
Entering Unmasked Estep 
Score: -31722550.000000 Penalty: 6118.283203
	Iteration 64Q: 3 clusters Score -3.172255e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 204560 members 
Entering Unmasked Estep 
Score: -31722568.000000 Penalty: 6118.283203
	Iteration 65Q: 3 clusters Score -3.172257e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 207255 members 
Entering Unmasked Estep 
Score: -31722462.000000 Penalty: 6118.283203
	Iteration 66Q: 3 clusters Score -3.172246e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 209574 members 
Entering Unmasked Estep 
Score: -31722534.000000 Penalty: 6118.283203
	Iteration 67Q: 3 clusters Score -3.172253e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 211543 members 
Entering Unmasked Estep 
Score: -31722384.000000 Penalty: 6118.283203
	Iteration 68Q: 3 clusters Score -3.172238e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 213172 members 
Entering Unmasked Estep 
Score: -31722346.000000 Penalty: 6118.283203
	Iteration 69Q: 3 clusters Score -3.172235e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 214521 members 
Entering Unmasked Estep 
Score: -31722794.000000 Penalty: 6118.283203
	Iteration 70Q: 3 clusters Score -3.172279e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 215634 members 
Entering Unmasked Estep 
Score: -31723166.000000 Penalty: 6118.283203
	Iteration 71Q: 3 clusters Score -3.172317e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 216593 members 
Entering Unmasked Estep 
Score: -31723228.000000 Penalty: 6118.283203
	Iteration 72Q: 3 clusters Score -3.172323e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 217383 members 
Entering Unmasked Estep 
Score: -31723404.000000 Penalty: 6118.283203
	Iteration 73Q: 3 clusters Score -3.17234e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 218042 members 
Entering Unmasked Estep 
Score: -31723512.000000 Penalty: 6118.283203
	Iteration 74Q: 3 clusters Score -3.172351e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 218623 members 
Entering Unmasked Estep 
Score: -31723722.000000 Penalty: 6118.283203
	Iteration 75Q: 3 clusters Score -3.172372e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 219085 members 
Entering Unmasked Estep 
Score: -31723852.000000 Penalty: 6118.283203
	Iteration 76Q: 3 clusters Score -3.172385e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 219462 members 
Entering Unmasked Estep 
Score: -31723894.000000 Penalty: 6118.283203
	Iteration 77Q: 3 clusters Score -3.172389e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 219764 members 
Entering Unmasked Estep 
Score: -31723812.000000 Penalty: 6118.283203
	Iteration 78Q: 3 clusters Score -3.172381e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 220027 members 
Entering Unmasked Estep 
Score: -31723794.000000 Penalty: 6118.283203
	Iteration 79Q: 3 clusters Score -3.172379e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 220230 members 
Entering Unmasked Estep 
Score: -31723860.000000 Penalty: 6118.283203
	Iteration 80F: 3 clusters Score -3.172386e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 220404 members 
Entering Unmasked Estep 
Score: -31723846.000000 Penalty: 6118.283203
	Iteration 81Q: 3 clusters Score -3.172385e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 220538 members 
Entering Unmasked Estep 
Score: -31723804.000000 Penalty: 6118.283203
	Iteration 82Q: 3 clusters Score -3.17238e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 220656 members 
Entering Unmasked Estep 
Score: -31723840.000000 Penalty: 6118.283203
	Iteration 83Q: 3 clusters Score -3.172384e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 220760 members 
Entering Unmasked Estep 
Score: -31723848.000000 Penalty: 6118.283203
	Iteration 84Q: 3 clusters Score -3.172385e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 220857 members 
Entering Unmasked Estep 
Score: -31723856.000000 Penalty: 6118.283203
	Iteration 85Q: 3 clusters Score -3.172386e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 220925 members 
Entering Unmasked Estep 
Score: -31723894.000000 Penalty: 6118.283203
	Iteration 86Q: 3 clusters Score -3.172389e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 220998 members 
Entering Unmasked Estep 
Score: -31723902.000000 Penalty: 6118.283203
	Iteration 87Q: 3 clusters Score -3.17239e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 221059 members 
Entering Unmasked Estep 
Score: -31723908.000000 Penalty: 6118.283203
	Iteration 88Q: 3 clusters Score -3.172391e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 221124 members 
Entering Unmasked Estep 
Score: -31723928.000000 Penalty: 6118.283203
	Iteration 89Q: 3 clusters Score -3.172393e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 221183 members 
Entering Unmasked Estep 
Score: -31723966.000000 Penalty: 6118.283203
	Iteration 90Q: 3 clusters Score -3.172397e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 221239 members 
Entering Unmasked Estep 
Score: -31723948.000000 Penalty: 6118.283203
	Iteration 91Q: 3 clusters Score -3.172395e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 221307 members 
Entering Unmasked Estep 
Score: -31723938.000000 Penalty: 6118.283203
	Iteration 92Q: 3 clusters Score -3.172394e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 221372 members 
Entering Unmasked Estep 
Score: -31723896.000000 Penalty: 6118.283203
	Iteration 93Q: 3 clusters Score -3.17239e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 221443 members 
Entering Unmasked Estep 
Score: -31723942.000000 Penalty: 6118.283203
	Iteration 94Q: 3 clusters Score -3.172394e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 221493 members 
Entering Unmasked Estep 
Score: -31723914.000000 Penalty: 6118.283203
	Iteration 95Q: 3 clusters Score -3.172391e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 221543 members 
Entering Unmasked Estep 
Score: -31723900.000000 Penalty: 6118.283203
	Iteration 96Q: 3 clusters Score -3.17239e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 221588 members 
Entering Unmasked Estep 
Score: -31723926.000000 Penalty: 6118.283203
	Iteration 97Q: 3 clusters Score -3.172393e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 221623 members 
Entering Unmasked Estep 
Score: -31723944.000000 Penalty: 6118.283203
	Iteration 98Q: 3 clusters Score -3.172394e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 221655 members 
Entering Unmasked Estep 
Score: -31723940.000000 Penalty: 6118.283203
	Iteration 99Q: 3 clusters Score -3.172394e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 221681 members 
Entering Unmasked Estep 
Score: -31723940.000000 Penalty: 6118.283203
	Iteration 100F: 3 clusters Score -3.172394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 221694 members 
Entering Unmasked Estep 
Score: -31723930.000000 Penalty: 6118.283203
	Iteration 101Q: 3 clusters Score -3.172393e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 221711 members 
Entering Unmasked Estep 
Score: -31723940.000000 Penalty: 6118.283203
	Iteration 102Q: 3 clusters Score -3.172394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 221728 members 
Entering Unmasked Estep 
Score: -31723924.000000 Penalty: 6118.283203
	Iteration 103Q: 3 clusters Score -3.172392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 221744 members 
Entering Unmasked Estep 
Score: -31723918.000000 Penalty: 6118.283203
	Iteration 104Q: 3 clusters Score -3.172392e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 221759 members 
Entering Unmasked Estep 
Score: -31723926.000000 Penalty: 6118.283203
	Iteration 105Q: 3 clusters Score -3.172393e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 221776 members 
Entering Unmasked Estep 
Score: -31723916.000000 Penalty: 6118.283203
	Iteration 106Q: 3 clusters Score -3.172392e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 221793 members 
Entering Unmasked Estep 
Score: -31723906.000000 Penalty: 6118.283203
	Iteration 107Q: 3 clusters Score -3.172391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 221809 members 
Entering Unmasked Estep 
Score: -31723892.000000 Penalty: 6118.283203
	Iteration 108Q: 3 clusters Score -3.172389e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 221830 members 
Entering Unmasked Estep 
Score: -31723910.000000 Penalty: 6118.283203
	Iteration 109Q: 3 clusters Score -3.172391e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 221848 members 
Entering Unmasked Estep 
Score: -31723898.000000 Penalty: 6118.283203
	Iteration 110Q: 3 clusters Score -3.17239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 221859 members 
Entering Unmasked Estep 
Score: -31723878.000000 Penalty: 6118.283203
	Iteration 111Q: 3 clusters Score -3.172388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 221868 members 
Entering Unmasked Estep 
Score: -31723874.000000 Penalty: 6118.283203
	Iteration 112Q: 3 clusters Score -3.172387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 221878 members 
Entering Unmasked Estep 
Score: -31723868.000000 Penalty: 6118.283203
	Iteration 113Q: 3 clusters Score -3.172387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 221892 members 
Entering Unmasked Estep 
Score: -31723872.000000 Penalty: 6118.283203
	Iteration 114Q: 3 clusters Score -3.172387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 221896 members 
Entering Unmasked Estep 
Score: -31723874.000000 Penalty: 6118.283203
	Iteration 115Q: 3 clusters Score -3.172387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 221899 members 
Entering Unmasked Estep 
Score: -31723874.000000 Penalty: 6118.283203
	Iteration 116Q: 3 clusters Score -3.172387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 221905 members 
Entering Unmasked Estep 
Score: -31723872.000000 Penalty: 6118.283203
	Iteration 117Q: 3 clusters Score -3.172387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 221909 members 
Entering Unmasked Estep 
Score: -31723866.000000 Penalty: 6118.283203
	Iteration 118Q: 3 clusters Score -3.172387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 221913 members 
Entering Unmasked Estep 
Score: -31723862.000000 Penalty: 6118.283203
	Iteration 119Q: 3 clusters Score -3.172386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 221916 members 
Entering Unmasked Estep 
Score: -31723872.000000 Penalty: 6118.283203
	Iteration 120F: 3 clusters Score -3.172387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 221919 members 
Entering Unmasked Estep 
Score: -31723876.000000 Penalty: 6118.283203
	Iteration 121Q: 3 clusters Score -3.172388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 221922 members 
Entering Unmasked Estep 
Score: -31723888.000000 Penalty: 6118.283203
	Iteration 122Q: 3 clusters Score -3.172389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 221925 members 
Entering Unmasked Estep 
Score: -31723896.000000 Penalty: 6118.283203
	Iteration 123Q: 3 clusters Score -3.17239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 221927 members 
Entering Unmasked Estep 
Score: -31723892.000000 Penalty: 6118.283203
	Iteration 124Q: 3 clusters Score -3.172389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 221928 members 
Entering Unmasked Estep 
Score: -31723882.000000 Penalty: 6118.283203
	Iteration 125Q: 3 clusters Score -3.172388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 221931 members 
Entering Unmasked Estep 
Score: -31723882.000000 Penalty: 6118.283203
	Iteration 126Q: 3 clusters Score -3.172388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 221934 members 
Entering Unmasked Estep 
Score: -31723878.000000 Penalty: 6118.283203
	Iteration 127Q: 3 clusters Score -3.172388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 221946 members 
Entering Unmasked Estep 
Score: -31723886.000000 Penalty: 6118.283203
	Iteration 128Q: 3 clusters Score -3.172389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 221953 members 
Entering Unmasked Estep 
Score: -31723882.000000 Penalty: 6118.283203
	Iteration 129Q: 3 clusters Score -3.172388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 221958 members 
Entering Unmasked Estep 
Score: -31723868.000000 Penalty: 6118.283203
	Iteration 130Q: 3 clusters Score -3.172387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 221960 members 
Entering Unmasked Estep 
Score: -31723878.000000 Penalty: 6118.283203
	Iteration 131Q: 3 clusters Score -3.172388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 221961 members 
Entering Unmasked Estep 
Score: -31723878.000000 Penalty: 6118.283203
	Iteration 132Q: 3 clusters Score -3.172388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 221961 members 
Entering Unmasked Estep 
Score: -31723876.000000 Penalty: 6118.283203
	Iteration 133Q: 3 clusters Score -3.172388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 221962 members 
Entering Unmasked Estep 
Score: -31723886.000000 Penalty: 6118.283203
	Iteration 134Q: 3 clusters Score -3.172389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 221970 members 
Entering Unmasked Estep 
Score: -31723880.000000 Penalty: 6118.283203
	Iteration 135Q: 3 clusters Score -3.172388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 221973 members 
Entering Unmasked Estep 
Score: -31723896.000000 Penalty: 6118.283203
	Iteration 136Q: 3 clusters Score -3.17239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 221976 members 
Entering Unmasked Estep 
Score: -31723892.000000 Penalty: 6118.283203
	Iteration 137Q: 3 clusters Score -3.172389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 221981 members 
Entering Unmasked Estep 
Score: -31723880.000000 Penalty: 6118.283203
	Iteration 138Q: 3 clusters Score -3.172388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 221988 members 
Entering Unmasked Estep 
Score: -31723876.000000 Penalty: 6118.283203
	Iteration 139Q: 3 clusters Score -3.172388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 221994 members 
Entering Unmasked Estep 
Score: -31723872.000000 Penalty: 6118.283203
	Iteration 140F: 3 clusters Score -3.172387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 222001 members 
Entering Unmasked Estep 
Score: -31723856.000000 Penalty: 6118.283203
	Iteration 141Q: 3 clusters Score -3.172386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 222003 members 
Entering Unmasked Estep 
Score: -31723856.000000 Penalty: 6118.283203
	Iteration 142Q: 3 clusters Score -3.172386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 222007 members 
Entering Unmasked Estep 
Score: -31723856.000000 Penalty: 6118.283203
	Iteration 143Q: 3 clusters Score -3.172386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 222011 members 
Entering Unmasked Estep 
Score: -31723868.000000 Penalty: 6118.283203
	Iteration 144Q: 3 clusters Score -3.172387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 222014 members 
Entering Unmasked Estep 
Score: -31723860.000000 Penalty: 6118.283203
	Iteration 145Q: 3 clusters Score -3.172386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 222022 members 
Entering Unmasked Estep 
Score: -31723860.000000 Penalty: 6118.283203
	Iteration 146Q: 3 clusters Score -3.172386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 222028 members 
Entering Unmasked Estep 
Score: -31723860.000000 Penalty: 6118.283203
	Iteration 147Q: 3 clusters Score -3.172386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 222031 members 
Entering Unmasked Estep 
Score: -31723872.000000 Penalty: 6118.283203
	Iteration 148Q: 3 clusters Score -3.172387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 222032 members 
Entering Unmasked Estep 
Score: -31723872.000000 Penalty: 6118.283203
	Iteration 149Q: 3 clusters Score -3.172387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 222034 members 
Entering Unmasked Estep 
Score: -31723870.000000 Penalty: 6118.283203
	Iteration 150Q: 3 clusters Score -3.172387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 222034 members 
Entering Unmasked Estep 
Score: -31723862.000000 Penalty: 6118.283203
	Iteration 151Q: 3 clusters Score -3.172386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 222036 members 
Entering Unmasked Estep 
Score: -31723864.000000 Penalty: 6118.283203
	Iteration 152Q: 3 clusters Score -3.172386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 222039 members 
Entering Unmasked Estep 
Score: -31723864.000000 Penalty: 6118.283203
	Iteration 153Q: 3 clusters Score -3.172386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 222044 members 
Entering Unmasked Estep 
Score: -31723864.000000 Penalty: 6118.283203
	Iteration 154Q: 3 clusters Score -3.172386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 222048 members 
Entering Unmasked Estep 
Score: -31723868.000000 Penalty: 6118.283203
	Iteration 155Q: 3 clusters Score -3.172387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 222051 members 
Entering Unmasked Estep 
Score: -31723872.000000 Penalty: 6118.283203
	Iteration 156Q: 3 clusters Score -3.172387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 222051 members 
Entering Unmasked Estep 
Score: -31723872.000000 Penalty: 6118.283203
	Iteration 157F: 3 clusters Score -3.172387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Entering Unmasked Estep 
Score: -4134926.000000 Penalty: 2559.431396
	Iteration 0F: 2 clusters Score -4134926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -4114166.750000 Penalty: 5118.862793
	Iteration 0F: 3 clusters Score -4114167 nChanged 13720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -4121557.250000 Penalty: 5118.862793
	Iteration 1F: 3 clusters Score -4121557 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -4122057.500000 Penalty: 5118.862793
	Iteration 2Q: 3 clusters Score -4122058 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -4122692.750000 Penalty: 5118.862793
	Iteration 3Q: 3 clusters Score -4122693 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -4123499.750000 Penalty: 5118.862793
	Iteration 4Q: 3 clusters Score -4123500 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -4124590.250000 Penalty: 5118.862793
	Iteration 5F: 3 clusters Score -4124590 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -4125852.250000 Penalty: 5118.862793
	Iteration 6F: 3 clusters Score -4125852 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -4127161.500000 Penalty: 5118.862793
	Iteration 7F: 3 clusters Score -4127162 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -4128426.750000 Penalty: 5118.862793
	Iteration 8F: 3 clusters Score -4128427 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -4129555.250000 Penalty: 5118.862793
	Iteration 9F: 3 clusters Score -4129555 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -4130578.250000 Penalty: 5118.862793
	Iteration 10Q: 3 clusters Score -4130578 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -4131694.750000 Penalty: 5118.862793
	Iteration 11Q: 3 clusters Score -4131695 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -4132682.750000 Penalty: 5118.862793
	Iteration 12Q: 3 clusters Score -4132683 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -4133281.500000 Penalty: 5118.862793
	Iteration 13Q: 3 clusters Score -4133282 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -4133655.250000 Penalty: 5118.862793
	Iteration 14Q: 3 clusters Score -4133655 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -4133883.000000 Penalty: 5118.862793
	Iteration 15Q: 3 clusters Score -4133883 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -4134046.250000 Penalty: 5118.862793
	Iteration 16Q: 3 clusters Score -4134046 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -4134140.750000 Penalty: 5118.862793
	Iteration 17Q: 3 clusters Score -4134141 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -4134202.000000 Penalty: 5118.862793
	Iteration 18Q: 3 clusters Score -4134202 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -4134250.500000 Penalty: 5118.862793
	Iteration 19Q: 3 clusters Score -4134250 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -4134289.250000 Penalty: 5118.862793
	Iteration 20F: 3 clusters Score -4134289 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -4134302.500000 Penalty: 5118.862793
	Iteration 21Q: 3 clusters Score -4134302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4134315.000000 Penalty: 5118.862793
	Iteration 22Q: 3 clusters Score -4134315 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4134326.250000 Penalty: 5118.862793
	Iteration 23Q: 3 clusters Score -4134326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -4134338.000000 Penalty: 5118.862793
	Iteration 24Q: 3 clusters Score -4134338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -4134352.250000 Penalty: 5118.862793
	Iteration 25Q: 3 clusters Score -4134352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4134344.250000 Penalty: 5118.862793
	Iteration 26Q: 3 clusters Score -4134344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4134347.500000 Penalty: 5118.862793
	Iteration 27Q: 3 clusters Score -4134348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -4134344.500000 Penalty: 5118.862793
	Iteration 28Q: 3 clusters Score -4134344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -4134346.250000 Penalty: 5118.862793
	Iteration 29Q: 3 clusters Score -4134346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -4134353.250000 Penalty: 5118.862793
	Iteration 30Q: 3 clusters Score -4134353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -4134358.750000 Penalty: 5118.862793
	Iteration 31Q: 3 clusters Score -4134359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -4134354.000000 Penalty: 5118.862793
	Iteration 32Q: 3 clusters Score -4134354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -4134353.250000 Penalty: 5118.862793
	Iteration 33Q: 3 clusters Score -4134353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -4134356.500000 Penalty: 5118.862793
	Iteration 34Q: 3 clusters Score -4134356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4134356.500000 Penalty: 5118.862793
	Iteration 35Q: 3 clusters Score -4134356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -4134356.000000 Penalty: 5118.862793
	Iteration 36Q: 3 clusters Score -4134356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -4134361.000000 Penalty: 5118.862793
	Iteration 37Q: 3 clusters Score -4134361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4134358.500000 Penalty: 5118.862793
	Iteration 38Q: 3 clusters Score -4134358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -4134358.000000 Penalty: 5118.862793
	Iteration 39Q: 3 clusters Score -4134358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -4134357.500000 Penalty: 5118.862793
	Iteration 40F: 3 clusters Score -4134358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (239843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239843 members 
Entering Unmasked Estep 
Score: -33001786.000000 Penalty: 3072.159668
	Iteration 0F: 2 clusters Score -3.300179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119963 members 
Mstep: Class 2 contains 119880 members 
Entering Unmasked Estep 
Score: -32849028.000000 Penalty: 6144.319336
	Iteration 0F: 3 clusters Score -3.284903e+07 nChanged 115507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119534 members 
Mstep: Class 2 contains 120309 members 
Entering Unmasked Estep 
Score: -32916554.000000 Penalty: 6144.319336
	Iteration 1F: 3 clusters Score -3.291655e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119493 members 
Mstep: Class 2 contains 120350 members 
Entering Unmasked Estep 
Score: -32917892.000000 Penalty: 6144.319336
	Iteration 2Q: 3 clusters Score -3.291789e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119378 members 
Mstep: Class 2 contains 120465 members 
Entering Unmasked Estep 
Score: -32919422.000000 Penalty: 6144.319336
	Iteration 3Q: 3 clusters Score -3.291942e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119202 members 
Mstep: Class 2 contains 120641 members 
Entering Unmasked Estep 
Score: -32921216.000000 Penalty: 6144.319336
	Iteration 4Q: 3 clusters Score -3.292122e+07 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118863 members 
Mstep: Class 2 contains 120980 members 
Entering Unmasked Estep 
Score: -32924152.000000 Penalty: 6144.319336
	Iteration 5Q: 3 clusters Score -3.292415e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118178 members 
Mstep: Class 2 contains 121665 members 
Entering Unmasked Estep 
Score: -32927886.000000 Penalty: 6144.319336
	Iteration 6Q: 3 clusters Score -3.292789e+07 nChanged 10971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117043 members 
Mstep: Class 2 contains 122800 members 
Entering Unmasked Estep 
Score: -32933364.000000 Penalty: 6144.319336
	Iteration 7Q: 3 clusters Score -3.293336e+07 nChanged 12660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115171 members 
Mstep: Class 2 contains 124672 members 
Entering Unmasked Estep 
Score: -32940786.000000 Penalty: 6144.319336
	Iteration 8F: 3 clusters Score -3.294079e+07 nChanged 14328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112845 members 
Mstep: Class 2 contains 126998 members 
Entering Unmasked Estep 
Score: -32950702.000000 Penalty: 6144.319336
	Iteration 9F: 3 clusters Score -3.29507e+07 nChanged 14672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110365 members 
Mstep: Class 2 contains 129478 members 
Entering Unmasked Estep 
Score: -32960850.000000 Penalty: 6144.319336
	Iteration 10F: 3 clusters Score -3.296085e+07 nChanged 12391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108132 members 
Mstep: Class 2 contains 131711 members 
Entering Unmasked Estep 
Score: -32967112.000000 Penalty: 6144.319336
	Iteration 11F: 3 clusters Score -3.296711e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106334 members 
Mstep: Class 2 contains 133509 members 
Entering Unmasked Estep 
Score: -32969544.000000 Penalty: 6144.319336
	Iteration 12Q: 3 clusters Score -3.296954e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104648 members 
Mstep: Class 2 contains 135195 members 
Entering Unmasked Estep 
Score: -32970688.000000 Penalty: 6144.319336
	Iteration 13Q: 3 clusters Score -3.297069e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102855 members 
Mstep: Class 2 contains 136988 members 
Entering Unmasked Estep 
Score: -32971352.000000 Penalty: 6144.319336
	Iteration 14Q: 3 clusters Score -3.297135e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100867 members 
Mstep: Class 2 contains 138976 members 
Entering Unmasked Estep 
Score: -32972092.000000 Penalty: 6144.319336
	Iteration 15Q: 3 clusters Score -3.297209e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98743 members 
Mstep: Class 2 contains 141100 members 
Entering Unmasked Estep 
Score: -32973034.000000 Penalty: 6144.319336
	Iteration 16Q: 3 clusters Score -3.297303e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96524 members 
Mstep: Class 2 contains 143319 members 
Entering Unmasked Estep 
Score: -32973822.000000 Penalty: 6144.319336
	Iteration 17Q: 3 clusters Score -3.297382e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94291 members 
Mstep: Class 2 contains 145552 members 
Entering Unmasked Estep 
Score: -32974600.000000 Penalty: 6144.319336
	Iteration 18Q: 3 clusters Score -3.29746e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91870 members 
Mstep: Class 2 contains 147973 members 
Entering Unmasked Estep 
Score: -32975440.000000 Penalty: 6144.319336
	Iteration 19Q: 3 clusters Score -3.297544e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89318 members 
Mstep: Class 2 contains 150525 members 
Entering Unmasked Estep 
Score: -32976344.000000 Penalty: 6144.319336
	Iteration 20F: 3 clusters Score -3.297634e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86655 members 
Mstep: Class 2 contains 153188 members 
Entering Unmasked Estep 
Score: -32977576.000000 Penalty: 6144.319336
	Iteration 21Q: 3 clusters Score -3.297758e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83980 members 
Mstep: Class 2 contains 155863 members 
Entering Unmasked Estep 
Score: -32978672.000000 Penalty: 6144.319336
	Iteration 22Q: 3 clusters Score -3.297867e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81346 members 
Mstep: Class 2 contains 158497 members 
Entering Unmasked Estep 
Score: -32979634.000000 Penalty: 6144.319336
	Iteration 23Q: 3 clusters Score -3.297963e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78715 members 
Mstep: Class 2 contains 161128 members 
Entering Unmasked Estep 
Score: -32980502.000000 Penalty: 6144.319336
	Iteration 24Q: 3 clusters Score -3.29805e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76036 members 
Mstep: Class 2 contains 163807 members 
Entering Unmasked Estep 
Score: -32981392.000000 Penalty: 6144.319336
	Iteration 25Q: 3 clusters Score -3.298139e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73385 members 
Mstep: Class 2 contains 166458 members 
Entering Unmasked Estep 
Score: -32982198.000000 Penalty: 6144.319336
	Iteration 26Q: 3 clusters Score -3.29822e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70698 members 
Mstep: Class 2 contains 169145 members 
Entering Unmasked Estep 
Score: -32983084.000000 Penalty: 6144.319336
	Iteration 27Q: 3 clusters Score -3.298308e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 171783 members 
Entering Unmasked Estep 
Score: -32983888.000000 Penalty: 6144.319336
	Iteration 28Q: 3 clusters Score -3.298389e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65329 members 
Mstep: Class 2 contains 174514 members 
Entering Unmasked Estep 
Score: -32984492.000000 Penalty: 6144.319336
	Iteration 29Q: 3 clusters Score -3.298449e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62598 members 
Mstep: Class 2 contains 177245 members 
Entering Unmasked Estep 
Score: -32985428.000000 Penalty: 6144.319336
	Iteration 30Q: 3 clusters Score -3.298543e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 179945 members 
Entering Unmasked Estep 
Score: -32986096.000000 Penalty: 6144.319336
	Iteration 31Q: 3 clusters Score -3.29861e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 182694 members 
Entering Unmasked Estep 
Score: -32986832.000000 Penalty: 6144.319336
	Iteration 32Q: 3 clusters Score -3.298683e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 185533 members 
Entering Unmasked Estep 
Score: -32987624.000000 Penalty: 6144.319336
	Iteration 33Q: 3 clusters Score -3.298762e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 188409 members 
Entering Unmasked Estep 
Score: -32988680.000000 Penalty: 6144.319336
	Iteration 34Q: 3 clusters Score -3.298868e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 191393 members 
Entering Unmasked Estep 
Score: -32989598.000000 Penalty: 6144.319336
	Iteration 35Q: 3 clusters Score -3.29896e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 194417 members 
Entering Unmasked Estep 
Score: -32990746.000000 Penalty: 6144.319336
	Iteration 36Q: 3 clusters Score -3.299075e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 197501 members 
Entering Unmasked Estep 
Score: -32991692.000000 Penalty: 6144.319336
	Iteration 37Q: 3 clusters Score -3.299169e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 200680 members 
Entering Unmasked Estep 
Score: -32992776.000000 Penalty: 6144.319336
	Iteration 38Q: 3 clusters Score -3.299278e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 203865 members 
Entering Unmasked Estep 
Score: -32993944.000000 Penalty: 6144.319336
	Iteration 39Q: 3 clusters Score -3.299394e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 207017 members 
Entering Unmasked Estep 
Score: -32995128.000000 Penalty: 6144.319336
	Iteration 40F: 3 clusters Score -3.299513e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 210093 members 
Entering Unmasked Estep 
Score: -32996230.000000 Penalty: 6144.319336
	Iteration 41Q: 3 clusters Score -3.299623e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 213012 members 
Entering Unmasked Estep 
Score: -32997554.000000 Penalty: 6144.319336
	Iteration 42Q: 3 clusters Score -3.299755e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 215705 members 
Entering Unmasked Estep 
Score: -32998890.000000 Penalty: 6144.319336
	Iteration 43Q: 3 clusters Score -3.299889e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 218293 members 
Entering Unmasked Estep 
Score: -33000080.000000 Penalty: 6144.319336
	Iteration 44Q: 3 clusters Score -3.300008e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 220665 members 
Entering Unmasked Estep 
Score: -33001296.000000 Penalty: 6144.319336
	Iteration 45Q: 3 clusters Score -3.30013e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 222854 members 
Entering Unmasked Estep 
Score: -33002014.000000 Penalty: 6144.319336
	Iteration 46Q: 3 clusters Score -3.300201e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 224846 members 
Entering Unmasked Estep 
Score: -33002590.000000 Penalty: 6144.319336
	Iteration 47Q: 3 clusters Score -3.300259e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 226704 members 
Entering Unmasked Estep 
Score: -33003004.000000 Penalty: 6144.319336
	Iteration 48Q: 3 clusters Score -3.3003e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 228380 members 
Entering Unmasked Estep 
Score: -33003066.000000 Penalty: 6144.319336
	Iteration 49Q: 3 clusters Score -3.300307e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 229841 members 
Entering Unmasked Estep 
Score: -33002940.000000 Penalty: 6144.319336
	Iteration 50Q: 3 clusters Score -3.300294e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 231133 members 
Entering Unmasked Estep 
Score: -33002826.000000 Penalty: 6144.319336
	Iteration 51Q: 3 clusters Score -3.300283e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 232259 members 
Entering Unmasked Estep 
Score: -33002818.000000 Penalty: 6144.319336
	Iteration 52Q: 3 clusters Score -3.300282e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 233227 members 
Entering Unmasked Estep 
Score: -33002648.000000 Penalty: 6144.319336
	Iteration 53Q: 3 clusters Score -3.300265e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 234006 members 
Entering Unmasked Estep 
Score: -33002492.000000 Penalty: 6144.319336
	Iteration 54Q: 3 clusters Score -3.300249e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 234712 members 
Entering Unmasked Estep 
Score: -33002286.000000 Penalty: 6144.319336
	Iteration 55Q: 3 clusters Score -3.300229e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 235282 members 
Entering Unmasked Estep 
Score: -33002016.000000 Penalty: 6144.319336
	Iteration 56Q: 3 clusters Score -3.300202e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 235752 members 
Entering Unmasked Estep 
Score: -33001890.000000 Penalty: 6144.319336
	Iteration 57Q: 3 clusters Score -3.300189e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 236141 members 
Entering Unmasked Estep 
Score: -33001708.000000 Penalty: 6144.319336
	Iteration 58Q: 3 clusters Score -3.300171e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 236457 members 
Entering Unmasked Estep 
Score: -33001562.000000 Penalty: 6144.319336
	Iteration 59Q: 3 clusters Score -3.300156e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 236739 members 
Entering Unmasked Estep 
Score: -33001414.000000 Penalty: 6144.319336
	Iteration 60F: 3 clusters Score -3.300141e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 236976 members 
Entering Unmasked Estep 
Score: -33001406.000000 Penalty: 6144.319336
	Iteration 61Q: 3 clusters Score -3.300141e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 237176 members 
Entering Unmasked Estep 
Score: -33001344.000000 Penalty: 6144.319336
	Iteration 62Q: 3 clusters Score -3.300134e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 237362 members 
Entering Unmasked Estep 
Score: -33001264.000000 Penalty: 6144.319336
	Iteration 63Q: 3 clusters Score -3.300126e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 237520 members 
Entering Unmasked Estep 
Score: -33001200.000000 Penalty: 6144.319336
	Iteration 64Q: 3 clusters Score -3.30012e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 237662 members 
Entering Unmasked Estep 
Score: -33001122.000000 Penalty: 6144.319336
	Iteration 65Q: 3 clusters Score -3.300112e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 237781 members 
Entering Unmasked Estep 
Score: -33000976.000000 Penalty: 6144.319336
	Iteration 66Q: 3 clusters Score -3.300098e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 237868 members 
Entering Unmasked Estep 
Score: -33000950.000000 Penalty: 6144.319336
	Iteration 67Q: 3 clusters Score -3.300095e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 237940 members 
Entering Unmasked Estep 
Score: -33000914.000000 Penalty: 6144.319336
	Iteration 68Q: 3 clusters Score -3.300091e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 238002 members 
Entering Unmasked Estep 
Score: -33000884.000000 Penalty: 6144.319336
	Iteration 69Q: 3 clusters Score -3.300088e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 238051 members 
Entering Unmasked Estep 
Score: -33000862.000000 Penalty: 6144.319336
	Iteration 70Q: 3 clusters Score -3.300086e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 238089 members 
Entering Unmasked Estep 
Score: -33000840.000000 Penalty: 6144.319336
	Iteration 71Q: 3 clusters Score -3.300084e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 238117 members 
Entering Unmasked Estep 
Score: -33000844.000000 Penalty: 6144.319336
	Iteration 72Q: 3 clusters Score -3.300084e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 238138 members 
Entering Unmasked Estep 
Score: -33000836.000000 Penalty: 6144.319336
	Iteration 73Q: 3 clusters Score -3.300084e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 238161 members 
Entering Unmasked Estep 
Score: -33000820.000000 Penalty: 6144.319336
	Iteration 74Q: 3 clusters Score -3.300082e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 238184 members 
Entering Unmasked Estep 
Score: -33000774.000000 Penalty: 6144.319336
	Iteration 75Q: 3 clusters Score -3.300077e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 238204 members 
Entering Unmasked Estep 
Score: -33000774.000000 Penalty: 6144.319336
	Iteration 76Q: 3 clusters Score -3.300077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 238214 members 
Entering Unmasked Estep 
Score: -33000736.000000 Penalty: 6144.319336
	Iteration 77Q: 3 clusters Score -3.300074e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 238227 members 
Entering Unmasked Estep 
Score: -33000732.000000 Penalty: 6144.319336
	Iteration 78Q: 3 clusters Score -3.300073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 238238 members 
Entering Unmasked Estep 
Score: -33000720.000000 Penalty: 6144.319336
	Iteration 79Q: 3 clusters Score -3.300072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 238246 members 
Entering Unmasked Estep 
Score: -33000746.000000 Penalty: 6144.319336
	Iteration 80F: 3 clusters Score -3.300075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 238252 members 
Entering Unmasked Estep 
Score: -33000730.000000 Penalty: 6144.319336
	Iteration 81Q: 3 clusters Score -3.300073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 238260 members 
Entering Unmasked Estep 
Score: -33000736.000000 Penalty: 6144.319336
	Iteration 82Q: 3 clusters Score -3.300074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 238268 members 
Entering Unmasked Estep 
Score: -33000732.000000 Penalty: 6144.319336
	Iteration 83Q: 3 clusters Score -3.300073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 238273 members 
Entering Unmasked Estep 
Score: -33000722.000000 Penalty: 6144.319336
	Iteration 84Q: 3 clusters Score -3.300072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 238278 members 
Entering Unmasked Estep 
Score: -33000736.000000 Penalty: 6144.319336
	Iteration 85Q: 3 clusters Score -3.300074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 238286 members 
Entering Unmasked Estep 
Score: -33000726.000000 Penalty: 6144.319336
	Iteration 86Q: 3 clusters Score -3.300073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 238294 members 
Entering Unmasked Estep 
Score: -33000726.000000 Penalty: 6144.319336
	Iteration 87Q: 3 clusters Score -3.300073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 238299 members 
Entering Unmasked Estep 
Score: -33000726.000000 Penalty: 6144.319336
	Iteration 88Q: 3 clusters Score -3.300073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 238302 members 
Entering Unmasked Estep 
Score: -33000708.000000 Penalty: 6144.319336
	Iteration 89Q: 3 clusters Score -3.300071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 238309 members 
Entering Unmasked Estep 
Score: -33000694.000000 Penalty: 6144.319336
	Iteration 90Q: 3 clusters Score -3.300069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 238313 members 
Entering Unmasked Estep 
Score: -33000722.000000 Penalty: 6144.319336
	Iteration 91Q: 3 clusters Score -3.300072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 238314 members 
Entering Unmasked Estep 
Score: -33000734.000000 Penalty: 6144.319336
	Iteration 92Q: 3 clusters Score -3.300073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 238318 members 
Entering Unmasked Estep 
Score: -33000728.000000 Penalty: 6144.319336
	Iteration 93Q: 3 clusters Score -3.300073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 238322 members 
Entering Unmasked Estep 
Score: -33000724.000000 Penalty: 6144.319336
	Iteration 94Q: 3 clusters Score -3.300072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 238323 members 
Entering Unmasked Estep 
Score: -33000716.000000 Penalty: 6144.319336
	Iteration 95Q: 3 clusters Score -3.300072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 238324 members 
Entering Unmasked Estep 
Score: -33000728.000000 Penalty: 6144.319336
	Iteration 96Q: 3 clusters Score -3.300073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 238324 members 
Entering Unmasked Estep 
Score: -33000728.000000 Penalty: 6144.319336
	Iteration 97F: 3 clusters Score -3.300073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (51783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Entering Unmasked Estep 
Score: -7000908.500000 Penalty: 2691.994629
	Iteration 0F: 2 clusters Score -7000908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -6966135.500000 Penalty: 5383.989258
	Iteration 0F: 3 clusters Score -6966136 nChanged 23832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -6979294.500000 Penalty: 5383.989258
	Iteration 1F: 3 clusters Score -6979294 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -6979813.000000 Penalty: 5383.989258
	Iteration 2Q: 3 clusters Score -6979813 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -6980409.000000 Penalty: 5383.989258
	Iteration 3Q: 3 clusters Score -6980409 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -6981129.500000 Penalty: 5383.989258
	Iteration 4Q: 3 clusters Score -6981130 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -6982256.500000 Penalty: 5383.989258
	Iteration 5Q: 3 clusters Score -6982256 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -6984064.000000 Penalty: 5383.989258
	Iteration 6F: 3 clusters Score -6984064 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -6986861.000000 Penalty: 5383.989258
	Iteration 7F: 3 clusters Score -6986861 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -6990738.000000 Penalty: 5383.989258
	Iteration 8F: 3 clusters Score -6990738 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -6994521.000000 Penalty: 5383.989258
	Iteration 9F: 3 clusters Score -6994521 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -6997039.500000 Penalty: 5383.989258
	Iteration 10Q: 3 clusters Score -6997040 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -6997984.000000 Penalty: 5383.989258
	Iteration 11Q: 3 clusters Score -6997984 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -6998319.500000 Penalty: 5383.989258
	Iteration 12Q: 3 clusters Score -6998320 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -6998434.500000 Penalty: 5383.989258
	Iteration 13Q: 3 clusters Score -6998434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -6998474.000000 Penalty: 5383.989258
	Iteration 14Q: 3 clusters Score -6998474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -6998517.000000 Penalty: 5383.989258
	Iteration 15Q: 3 clusters Score -6998517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -6998522.500000 Penalty: 5383.989258
	Iteration 16Q: 3 clusters Score -6998522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -6998529.500000 Penalty: 5383.989258
	Iteration 17Q: 3 clusters Score -6998530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -6998555.000000 Penalty: 5383.989258
	Iteration 18Q: 3 clusters Score -6998555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -6998555.000000 Penalty: 5383.989258
	Iteration 19Q: 3 clusters Score -6998555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -6998558.000000 Penalty: 5383.989258
	Iteration 20F: 3 clusters Score -6998558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -6998566.000000 Penalty: 5383.989258
	Iteration 21Q: 3 clusters Score -6998566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -6998583.000000 Penalty: 5383.989258
	Iteration 22Q: 3 clusters Score -6998583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -6998591.000000 Penalty: 5383.989258
	Iteration 23Q: 3 clusters Score -6998591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -6998591.000000 Penalty: 5383.989258
	Iteration 24F: 3 clusters Score -6998591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -225887.218750 Penalty: 1854.586182
	Iteration 0F: 2 clusters Score -225887.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -223450.656250 Penalty: 3709.172363
	Iteration 0F: 3 clusters Score -223450.7 nChanged 578
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: -224135.140625 Penalty: 3709.172363
	Iteration 1F: 3 clusters Score -224135.1 nChanged 181
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: -224523.375000 Penalty: 3709.172363
	Iteration 2F: 3 clusters Score -224523.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -224888.093750 Penalty: 3709.172363
	Iteration 3F: 3 clusters Score -224888.1 nChanged 165
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: -225504.250000 Penalty: 3709.172363
	Iteration 4F: 3 clusters Score -225504.2 nChanged 151
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: -225984.687500 Penalty: 3709.172363
	Iteration 5F: 3 clusters Score -225984.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -226213.390625 Penalty: 3709.172363
	Iteration 6Q: 3 clusters Score -226213.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -226434.781250 Penalty: 3709.172363
	Iteration 7Q: 3 clusters Score -226434.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -226656.171875 Penalty: 3709.172363
	Iteration 8Q: 3 clusters Score -226656.2 nChanged 36
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: -226833.156250 Penalty: 3709.172363
	Iteration 9Q: 3 clusters Score -226833.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -226940.890625 Penalty: 3709.172363
	Iteration 10Q: 3 clusters Score -226940.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -226999.531250 Penalty: 3709.172363
	Iteration 11Q: 3 clusters Score -226999.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -227046.281250 Penalty: 3709.172363
	Iteration 12Q: 3 clusters Score -227046.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -227066.875000 Penalty: 3709.172363
	Iteration 13Q: 3 clusters Score -227066.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -227073.421875 Penalty: 3709.172363
	Iteration 14Q: 3 clusters Score -227073.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -227085.031250 Penalty: 3709.172363
	Iteration 15Q: 3 clusters Score -227085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -227089.468750 Penalty: 3709.172363
	Iteration 16Q: 3 clusters Score -227089.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -227090.531250 Penalty: 3709.172363
	Iteration 17Q: 3 clusters Score -227090.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -227090.687500 Penalty: 3709.172363
	Iteration 18F: 3 clusters Score -227090.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -227092.156250 Penalty: 3709.172363
	Iteration 19Q: 3 clusters Score -227092.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -227095.140625 Penalty: 3709.172363
	Iteration 20F: 3 clusters Score -227095.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 4701 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 7514 members 
Mstep: Class 5 contains 18434 members 
Mstep: Class 6 contains 227578 members 
Mstep: Class 7 contains 30342 members 
Mstep: Class 8 contains 239843 members 
Mstep: Class 10 contains 51783 members 
Mstep: Class 11 contains 688 members 
Mstep: Class 13 contains 75507 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 8409 members 
Mstep: Class 17 contains 185176 members 
Mstep: Class 21 contains 21735 members 
Mstep: Class 22 contains 9535 members 
Mstep: Class 23 contains 62645 members 
Entering Unmasked Estep 
Score: -135754736.000000 Penalty: 58234.464844
Splitting cluster 11 changes total score from -135755088.000000 to -135754736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (75507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75507 members 
Entering Unmasked Estep 
Score: -10411563.000000 Penalty: 2785.531006
	Iteration 0F: 2 clusters Score -1.041156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -10360935.000000 Penalty: 5571.062012
	Iteration 0F: 3 clusters Score -1.036094e+07 nChanged 35622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -10380736.000000 Penalty: 5571.062012
	Iteration 1F: 3 clusters Score -1.038074e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -10381310.000000 Penalty: 5571.062012
	Iteration 2Q: 3 clusters Score -1.038131e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -10382059.000000 Penalty: 5571.062012
	Iteration 3Q: 3 clusters Score -1.038206e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -10383165.000000 Penalty: 5571.062012
	Iteration 4Q: 3 clusters Score -1.038316e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -10385010.000000 Penalty: 5571.062012
	Iteration 5Q: 3 clusters Score -1.038501e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -10388141.000000 Penalty: 5571.062012
	Iteration 6F: 3 clusters Score -1.038814e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -10393044.000000 Penalty: 5571.062012
	Iteration 7F: 3 clusters Score -1.039304e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -10399325.000000 Penalty: 5571.062012
	Iteration 8F: 3 clusters Score -1.039932e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71000 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -10404872.000000 Penalty: 5571.062012
	Iteration 9F: 3 clusters Score -1.040487e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73848 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -10407535.000000 Penalty: 5571.062012
	Iteration 10Q: 3 clusters Score -1.040754e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -10408500.000000 Penalty: 5571.062012
	Iteration 11Q: 3 clusters Score -1.04085e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75147 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10408793.000000 Penalty: 5571.062012
	Iteration 12Q: 3 clusters Score -1.040879e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75221 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10408927.000000 Penalty: 5571.062012
	Iteration 13Q: 3 clusters Score -1.040893e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75247 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10408983.000000 Penalty: 5571.062012
	Iteration 14Q: 3 clusters Score -1.040898e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75263 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10409013.000000 Penalty: 5571.062012
	Iteration 15Q: 3 clusters Score -1.040901e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75270 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10409047.000000 Penalty: 5571.062012
	Iteration 16Q: 3 clusters Score -1.040905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75272 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -10409054.000000 Penalty: 5571.062012
	Iteration 17Q: 3 clusters Score -1.040905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75273 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10409063.000000 Penalty: 5571.062012
	Iteration 18Q: 3 clusters Score -1.040906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75271 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10409066.000000 Penalty: 5571.062012
	Iteration 19Q: 3 clusters Score -1.040907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75273 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10409074.000000 Penalty: 5571.062012
	Iteration 20F: 3 clusters Score -1.040907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75273 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10409077.000000 Penalty: 5571.062012
	Iteration 21Q: 3 clusters Score -1.040908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75274 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10409079.000000 Penalty: 5571.062012
	Iteration 22Q: 3 clusters Score -1.040908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75274 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10409083.000000 Penalty: 5571.062012
	Iteration 23Q: 3 clusters Score -1.040908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75276 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10409083.000000 Penalty: 5571.062012
	Iteration 24Q: 3 clusters Score -1.040908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75279 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10409096.000000 Penalty: 5571.062012
	Iteration 25Q: 3 clusters Score -1.04091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75280 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10409087.000000 Penalty: 5571.062012
	Iteration 26Q: 3 clusters Score -1.040909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75284 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10409109.000000 Penalty: 5571.062012
	Iteration 27Q: 3 clusters Score -1.040911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75289 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10409110.000000 Penalty: 5571.062012
	Iteration 28Q: 3 clusters Score -1.040911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75288 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10409108.000000 Penalty: 5571.062012
	Iteration 29Q: 3 clusters Score -1.040911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75289 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10409116.000000 Penalty: 5571.062012
	Iteration 30Q: 3 clusters Score -1.040912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75289 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10409116.000000 Penalty: 5571.062012
	Iteration 31F: 3 clusters Score -1.040912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -214443.625000 Penalty: 1870.337402
	Iteration 0F: 2 clusters Score -214443.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -212324.312500 Penalty: 3740.674805
	Iteration 0F: 3 clusters Score -212324.3 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -214472.515625 Penalty: 3740.674805
	Iteration 1F: 3 clusters Score -214472.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -216714.109375 Penalty: 3740.674805
	Iteration 2F: 3 clusters Score -216714.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -217593.062500 Penalty: 3740.674805
	Iteration 3F: 3 clusters Score -217593.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -218494.437500 Penalty: 3740.674805
	Iteration 4Q: 3 clusters Score -218494.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -219228.468750 Penalty: 3740.674805
	Iteration 5Q: 3 clusters Score -219228.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -219618.203125 Penalty: 3740.674805
	Iteration 6Q: 3 clusters Score -219618.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -219673.718750 Penalty: 3740.674805
	Iteration 7Q: 3 clusters Score -219673.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -219677.562500 Penalty: 3740.674805
	Iteration 8Q: 3 clusters Score -219677.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -219682.281250 Penalty: 3740.674805
	Iteration 9Q: 3 clusters Score -219682.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -219683.734375 Penalty: 3740.674805
	Iteration 10Q: 3 clusters Score -219683.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -219684.468750 Penalty: 3740.674805
	Iteration 11Q: 3 clusters Score -219684.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -219687.578125 Penalty: 3740.674805
	Iteration 12Q: 3 clusters Score -219687.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -219694.484375 Penalty: 3740.674805
	Iteration 13Q: 3 clusters Score -219694.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -219712.468750 Penalty: 3740.674805
	Iteration 14Q: 3 clusters Score -219712.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -219728.125000 Penalty: 3740.674805
	Iteration 15Q: 3 clusters Score -219728.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -219737.781250 Penalty: 3740.674805
	Iteration 16Q: 3 clusters Score -219737.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -219743.734375 Penalty: 3740.674805
	Iteration 17Q: 3 clusters Score -219743.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -219749.562500 Penalty: 3740.674805
	Iteration 18Q: 3 clusters Score -219749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -219752.296875 Penalty: 3740.674805
	Iteration 19Q: 3 clusters Score -219752.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -219762.500000 Penalty: 3740.674805
	Iteration 20F: 3 clusters Score -219762.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -219769.812500 Penalty: 3740.674805
	Iteration 21Q: 3 clusters Score -219769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -219773.796875 Penalty: 3740.674805
	Iteration 22Q: 3 clusters Score -219773.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -219774.671875 Penalty: 3740.674805
	Iteration 23Q: 3 clusters Score -219774.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -219778.828125 Penalty: 3740.674805
	Iteration 24Q: 3 clusters Score -219778.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -219783.234375 Penalty: 3740.674805
	Iteration 25Q: 3 clusters Score -219783.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -219783.234375 Penalty: 3740.674805
	Iteration 26F: 3 clusters Score -219783.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 4701 members 
Mstep: Class 3 contains 831 members 
Mstep: Class 4 contains 7514 members 
Mstep: Class 5 contains 18434 members 
Mstep: Class 6 contains 227578 members 
Mstep: Class 7 contains 30342 members 
Mstep: Class 8 contains 239843 members 
Mstep: Class 10 contains 51783 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 13 contains 75507 members 
Mstep: Class 15 contains 1054 members 
Mstep: Class 16 contains 8409 members 
Mstep: Class 17 contains 185176 members 
Mstep: Class 21 contains 21735 members 
Mstep: Class 22 contains 9535 members 
Mstep: Class 23 contains 62645 members 
Entering Unmasked Estep 
Score: -135758992.000000 Penalty: 58234.464844
Splitting cluster 15 changes total score from -135755088.000000 to -135758992.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 16 (8409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Entering Unmasked Estep 
Score: -1104669.750000 Penalty: 2241.190430
	Iteration 0F: 2 clusters Score -1104670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1098083.375000 Penalty: 4482.380859
	Iteration 0F: 3 clusters Score -1098083 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1100351.000000 Penalty: 4482.380859
	Iteration 1F: 3 clusters Score -1100351 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1101023.125000 Penalty: 4482.380859
	Iteration 2F: 3 clusters Score -1101023 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1101827.875000 Penalty: 4482.380859
	Iteration 3F: 3 clusters Score -1101828 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1103047.250000 Penalty: 4482.380859
	Iteration 4F: 3 clusters Score -1103047 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1105058.000000 Penalty: 4482.380859
	Iteration 5F: 3 clusters Score -1105058 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1107085.750000 Penalty: 4482.380859
	Iteration 6F: 3 clusters Score -1107086 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1107704.375000 Penalty: 4482.380859
	Iteration 7F: 3 clusters Score -1107704 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1107880.250000 Penalty: 4482.380859
	Iteration 8Q: 3 clusters Score -1107880 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1107978.375000 Penalty: 4482.380859
	Iteration 9Q: 3 clusters Score -1107978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1108024.625000 Penalty: 4482.380859
	Iteration 10Q: 3 clusters Score -1108025 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1108046.875000 Penalty: 4482.380859
	Iteration 11Q: 3 clusters Score -1108047 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1108056.625000 Penalty: 4482.380859
	Iteration 12Q: 3 clusters Score -1108057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1108062.500000 Penalty: 4482.380859
	Iteration 13Q: 3 clusters Score -1108062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1108063.250000 Penalty: 4482.380859
	Iteration 14Q: 3 clusters Score -1108063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1108064.250000 Penalty: 4482.380859
	Iteration 15Q: 3 clusters Score -1108064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1108065.500000 Penalty: 4482.380859
	Iteration 16Q: 3 clusters Score -1108066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1108066.125000 Penalty: 4482.380859
	Iteration 17Q: 3 clusters Score -1108066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1108067.625000 Penalty: 4482.380859
	Iteration 18Q: 3 clusters Score -1108068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1108065.875000 Penalty: 4482.380859
	Iteration 19Q: 3 clusters Score -1108066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1108068.000000 Penalty: 4482.380859
	Iteration 20F: 3 clusters Score -1108068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 4701 members 
Mstep: Class 3 contains 831 members 
Mstep: Class 4 contains 7514 members 
Mstep: Class 5 contains 18434 members 
Mstep: Class 6 contains 227578 members 
Mstep: Class 7 contains 30342 members 
Mstep: Class 8 contains 239843 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 51783 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 13 contains 75507 members 
Mstep: Class 15 contains 1054 members 
Mstep: Class 16 contains 1106 members 
Mstep: Class 17 contains 185176 members 
Mstep: Class 21 contains 21735 members 
Mstep: Class 22 contains 9535 members 
Mstep: Class 23 contains 62645 members 
Entering Unmasked Estep 
Score: -135761344.000000 Penalty: 61660.023438
Splitting cluster 16 changes total score from -135755088.000000 to -135761344.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 17 (185176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185176 members 
Entering Unmasked Estep 
Score: -25853174.000000 Penalty: 3008.007324
	Iteration 0F: 2 clusters Score -2.585317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92493 members 
Mstep: Class 2 contains 92683 members 
Entering Unmasked Estep 
Score: -25740042.000000 Penalty: 6016.014648
	Iteration 0F: 3 clusters Score -2.574004e+07 nChanged 88931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90762 members 
Mstep: Class 2 contains 94414 members 
Entering Unmasked Estep 
Score: -25791746.000000 Penalty: 6016.014648
	Iteration 1F: 3 clusters Score -2.579175e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90071 members 
Mstep: Class 2 contains 95105 members 
Entering Unmasked Estep 
Score: -25792796.000000 Penalty: 6016.014648
	Iteration 2Q: 3 clusters Score -2.57928e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89165 members 
Mstep: Class 2 contains 96011 members 
Entering Unmasked Estep 
Score: -25794092.000000 Penalty: 6016.014648
	Iteration 3Q: 3 clusters Score -2.579409e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87924 members 
Mstep: Class 2 contains 97252 members 
Entering Unmasked Estep 
Score: -25796136.000000 Penalty: 6016.014648
	Iteration 4Q: 3 clusters Score -2.579614e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86425 members 
Mstep: Class 2 contains 98751 members 
Entering Unmasked Estep 
Score: -25798378.000000 Penalty: 6016.014648
	Iteration 5Q: 3 clusters Score -2.579838e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84558 members 
Mstep: Class 2 contains 100618 members 
Entering Unmasked Estep 
Score: -25801584.000000 Penalty: 6016.014648
	Iteration 6Q: 3 clusters Score -2.580158e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82313 members 
Mstep: Class 2 contains 102863 members 
Entering Unmasked Estep 
Score: -25805968.000000 Penalty: 6016.014648
	Iteration 7Q: 3 clusters Score -2.580597e+07 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80033 members 
Mstep: Class 2 contains 105143 members 
Entering Unmasked Estep 
Score: -25811944.000000 Penalty: 6016.014648
	Iteration 8F: 3 clusters Score -2.581194e+07 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 107372 members 
Entering Unmasked Estep 
Score: -25818492.000000 Penalty: 6016.014648
	Iteration 9F: 3 clusters Score -2.581849e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75752 members 
Mstep: Class 2 contains 109424 members 
Entering Unmasked Estep 
Score: -25825284.000000 Penalty: 6016.014648
	Iteration 10F: 3 clusters Score -2.582528e+07 nChanged 10112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74108 members 
Mstep: Class 2 contains 111068 members 
Entering Unmasked Estep 
Score: -25830588.000000 Penalty: 6016.014648
	Iteration 11F: 3 clusters Score -2.583059e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72839 members 
Mstep: Class 2 contains 112337 members 
Entering Unmasked Estep 
Score: -25834138.000000 Penalty: 6016.014648
	Iteration 12Q: 3 clusters Score -2.583414e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71806 members 
Mstep: Class 2 contains 113370 members 
Entering Unmasked Estep 
Score: -25836126.000000 Penalty: 6016.014648
	Iteration 13Q: 3 clusters Score -2.583613e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 114130 members 
Entering Unmasked Estep 
Score: -25837216.000000 Penalty: 6016.014648
	Iteration 14Q: 3 clusters Score -2.583722e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70409 members 
Mstep: Class 2 contains 114767 members 
Entering Unmasked Estep 
Score: -25837638.000000 Penalty: 6016.014648
	Iteration 15Q: 3 clusters Score -2.583764e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 115307 members 
Entering Unmasked Estep 
Score: -25838030.000000 Penalty: 6016.014648
	Iteration 16Q: 3 clusters Score -2.583803e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69252 members 
Mstep: Class 2 contains 115924 members 
Entering Unmasked Estep 
Score: -25838282.000000 Penalty: 6016.014648
	Iteration 17Q: 3 clusters Score -2.583828e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68611 members 
Mstep: Class 2 contains 116565 members 
Entering Unmasked Estep 
Score: -25838530.000000 Penalty: 6016.014648
	Iteration 18Q: 3 clusters Score -2.583853e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68021 members 
Mstep: Class 2 contains 117155 members 
Entering Unmasked Estep 
Score: -25838784.000000 Penalty: 6016.014648
	Iteration 19Q: 3 clusters Score -2.583878e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67409 members 
Mstep: Class 2 contains 117767 members 
Entering Unmasked Estep 
Score: -25838934.000000 Penalty: 6016.014648
	Iteration 20F: 3 clusters Score -2.583893e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66917 members 
Mstep: Class 2 contains 118259 members 
Entering Unmasked Estep 
Score: -25839082.000000 Penalty: 6016.014648
	Iteration 21Q: 3 clusters Score -2.583908e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66454 members 
Mstep: Class 2 contains 118722 members 
Entering Unmasked Estep 
Score: -25839276.000000 Penalty: 6016.014648
	Iteration 22Q: 3 clusters Score -2.583928e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65946 members 
Mstep: Class 2 contains 119230 members 
Entering Unmasked Estep 
Score: -25839488.000000 Penalty: 6016.014648
	Iteration 23Q: 3 clusters Score -2.583949e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65407 members 
Mstep: Class 2 contains 119769 members 
Entering Unmasked Estep 
Score: -25839726.000000 Penalty: 6016.014648
	Iteration 24Q: 3 clusters Score -2.583973e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 120244 members 
Entering Unmasked Estep 
Score: -25839940.000000 Penalty: 6016.014648
	Iteration 25Q: 3 clusters Score -2.583994e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 120671 members 
Entering Unmasked Estep 
Score: -25840086.000000 Penalty: 6016.014648
	Iteration 26Q: 3 clusters Score -2.584009e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 121154 members 
Entering Unmasked Estep 
Score: -25840284.000000 Penalty: 6016.014648
	Iteration 27Q: 3 clusters Score -2.584028e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63526 members 
Mstep: Class 2 contains 121650 members 
Entering Unmasked Estep 
Score: -25840436.000000 Penalty: 6016.014648
	Iteration 28Q: 3 clusters Score -2.584044e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 122132 members 
Entering Unmasked Estep 
Score: -25840560.000000 Penalty: 6016.014648
	Iteration 29Q: 3 clusters Score -2.584056e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 122569 members 
Entering Unmasked Estep 
Score: -25840616.000000 Penalty: 6016.014648
	Iteration 30Q: 3 clusters Score -2.584062e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62154 members 
Mstep: Class 2 contains 123022 members 
Entering Unmasked Estep 
Score: -25840772.000000 Penalty: 6016.014648
	Iteration 31Q: 3 clusters Score -2.584077e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 123461 members 
Entering Unmasked Estep 
Score: -25840782.000000 Penalty: 6016.014648
	Iteration 32Q: 3 clusters Score -2.584078e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61333 members 
Mstep: Class 2 contains 123843 members 
Entering Unmasked Estep 
Score: -25840718.000000 Penalty: 6016.014648
	Iteration 33Q: 3 clusters Score -2.584072e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60931 members 
Mstep: Class 2 contains 124245 members 
Entering Unmasked Estep 
Score: -25840736.000000 Penalty: 6016.014648
	Iteration 34Q: 3 clusters Score -2.584074e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 124709 members 
Entering Unmasked Estep 
Score: -25840790.000000 Penalty: 6016.014648
	Iteration 35Q: 3 clusters Score -2.584079e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60011 members 
Mstep: Class 2 contains 125165 members 
Entering Unmasked Estep 
Score: -25840846.000000 Penalty: 6016.014648
	Iteration 36Q: 3 clusters Score -2.584085e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 125639 members 
Entering Unmasked Estep 
Score: -25840942.000000 Penalty: 6016.014648
	Iteration 37Q: 3 clusters Score -2.584094e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 126087 members 
Entering Unmasked Estep 
Score: -25840968.000000 Penalty: 6016.014648
	Iteration 38Q: 3 clusters Score -2.584097e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 126489 members 
Entering Unmasked Estep 
Score: -25840936.000000 Penalty: 6016.014648
	Iteration 39Q: 3 clusters Score -2.584094e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 126910 members 
Entering Unmasked Estep 
Score: -25841066.000000 Penalty: 6016.014648
	Iteration 40F: 3 clusters Score -2.584107e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 127283 members 
Entering Unmasked Estep 
Score: -25841098.000000 Penalty: 6016.014648
	Iteration 41Q: 3 clusters Score -2.58411e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57538 members 
Mstep: Class 2 contains 127638 members 
Entering Unmasked Estep 
Score: -25841188.000000 Penalty: 6016.014648
	Iteration 42Q: 3 clusters Score -2.584119e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 128020 members 
Entering Unmasked Estep 
Score: -25841186.000000 Penalty: 6016.014648
	Iteration 43Q: 3 clusters Score -2.584119e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 128385 members 
Entering Unmasked Estep 
Score: -25841252.000000 Penalty: 6016.014648
	Iteration 44Q: 3 clusters Score -2.584125e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56432 members 
Mstep: Class 2 contains 128744 members 
Entering Unmasked Estep 
Score: -25841272.000000 Penalty: 6016.014648
	Iteration 45Q: 3 clusters Score -2.584127e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 129089 members 
Entering Unmasked Estep 
Score: -25841342.000000 Penalty: 6016.014648
	Iteration 46Q: 3 clusters Score -2.584134e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 129430 members 
Entering Unmasked Estep 
Score: -25841388.000000 Penalty: 6016.014648
	Iteration 47Q: 3 clusters Score -2.584139e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 129829 members 
Entering Unmasked Estep 
Score: -25841362.000000 Penalty: 6016.014648
	Iteration 48Q: 3 clusters Score -2.584136e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 130193 members 
Entering Unmasked Estep 
Score: -25841410.000000 Penalty: 6016.014648
	Iteration 49Q: 3 clusters Score -2.584141e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 130564 members 
Entering Unmasked Estep 
Score: -25841444.000000 Penalty: 6016.014648
	Iteration 50Q: 3 clusters Score -2.584144e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 130986 members 
Entering Unmasked Estep 
Score: -25841440.000000 Penalty: 6016.014648
	Iteration 51Q: 3 clusters Score -2.584144e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Mstep: Class 2 contains 131399 members 
Entering Unmasked Estep 
Score: -25841478.000000 Penalty: 6016.014648
	Iteration 52Q: 3 clusters Score -2.584148e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 131824 members 
Entering Unmasked Estep 
Score: -25841496.000000 Penalty: 6016.014648
	Iteration 53Q: 3 clusters Score -2.58415e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52910 members 
Mstep: Class 2 contains 132266 members 
Entering Unmasked Estep 
Score: -25841502.000000 Penalty: 6016.014648
	Iteration 54Q: 3 clusters Score -2.58415e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 132678 members 
Entering Unmasked Estep 
Score: -25841544.000000 Penalty: 6016.014648
	Iteration 55Q: 3 clusters Score -2.584154e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 133100 members 
Entering Unmasked Estep 
Score: -25841572.000000 Penalty: 6016.014648
	Iteration 56Q: 3 clusters Score -2.584157e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 133503 members 
Entering Unmasked Estep 
Score: -25841586.000000 Penalty: 6016.014648
	Iteration 57Q: 3 clusters Score -2.584159e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 133896 members 
Entering Unmasked Estep 
Score: -25841646.000000 Penalty: 6016.014648
	Iteration 58Q: 3 clusters Score -2.584165e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 134309 members 
Entering Unmasked Estep 
Score: -25841668.000000 Penalty: 6016.014648
	Iteration 59Q: 3 clusters Score -2.584167e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 134684 members 
Entering Unmasked Estep 
Score: -25841614.000000 Penalty: 6016.014648
	Iteration 60F: 3 clusters Score -2.584161e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 135031 members 
Entering Unmasked Estep 
Score: -25841560.000000 Penalty: 6016.014648
	Iteration 61Q: 3 clusters Score -2.584156e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 135358 members 
Entering Unmasked Estep 
Score: -25841554.000000 Penalty: 6016.014648
	Iteration 62Q: 3 clusters Score -2.584155e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 135655 members 
Entering Unmasked Estep 
Score: -25841558.000000 Penalty: 6016.014648
	Iteration 63Q: 3 clusters Score -2.584156e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 135961 members 
Entering Unmasked Estep 
Score: -25841548.000000 Penalty: 6016.014648
	Iteration 64Q: 3 clusters Score -2.584155e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 136273 members 
Entering Unmasked Estep 
Score: -25841506.000000 Penalty: 6016.014648
	Iteration 65Q: 3 clusters Score -2.584151e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 136565 members 
Entering Unmasked Estep 
Score: -25841580.000000 Penalty: 6016.014648
	Iteration 66Q: 3 clusters Score -2.584158e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 136842 members 
Entering Unmasked Estep 
Score: -25841584.000000 Penalty: 6016.014648
	Iteration 67Q: 3 clusters Score -2.584158e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 137105 members 
Entering Unmasked Estep 
Score: -25841564.000000 Penalty: 6016.014648
	Iteration 68Q: 3 clusters Score -2.584156e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 137369 members 
Entering Unmasked Estep 
Score: -25841572.000000 Penalty: 6016.014648
	Iteration 69Q: 3 clusters Score -2.584157e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 137640 members 
Entering Unmasked Estep 
Score: -25841614.000000 Penalty: 6016.014648
	Iteration 70Q: 3 clusters Score -2.584161e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 137908 members 
Entering Unmasked Estep 
Score: -25841640.000000 Penalty: 6016.014648
	Iteration 71Q: 3 clusters Score -2.584164e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 138184 members 
Entering Unmasked Estep 
Score: -25841638.000000 Penalty: 6016.014648
	Iteration 72Q: 3 clusters Score -2.584164e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 138445 members 
Entering Unmasked Estep 
Score: -25841666.000000 Penalty: 6016.014648
	Iteration 73Q: 3 clusters Score -2.584167e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 138714 members 
Entering Unmasked Estep 
Score: -25841640.000000 Penalty: 6016.014648
	Iteration 74Q: 3 clusters Score -2.584164e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 138986 members 
Entering Unmasked Estep 
Score: -25841634.000000 Penalty: 6016.014648
	Iteration 75Q: 3 clusters Score -2.584163e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 139248 members 
Entering Unmasked Estep 
Score: -25841634.000000 Penalty: 6016.014648
	Iteration 76Q: 3 clusters Score -2.584163e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 139500 members 
Entering Unmasked Estep 
Score: -25841564.000000 Penalty: 6016.014648
	Iteration 77Q: 3 clusters Score -2.584156e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 139719 members 
Entering Unmasked Estep 
Score: -25841526.000000 Penalty: 6016.014648
	Iteration 78Q: 3 clusters Score -2.584153e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 139931 members 
Entering Unmasked Estep 
Score: -25841560.000000 Penalty: 6016.014648
	Iteration 79Q: 3 clusters Score -2.584156e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 140149 members 
Entering Unmasked Estep 
Score: -25841570.000000 Penalty: 6016.014648
	Iteration 80F: 3 clusters Score -2.584157e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 140337 members 
Entering Unmasked Estep 
Score: -25841630.000000 Penalty: 6016.014648
	Iteration 81Q: 3 clusters Score -2.584163e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 140510 members 
Entering Unmasked Estep 
Score: -25841616.000000 Penalty: 6016.014648
	Iteration 82Q: 3 clusters Score -2.584162e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 140665 members 
Entering Unmasked Estep 
Score: -25841610.000000 Penalty: 6016.014648
	Iteration 83Q: 3 clusters Score -2.584161e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 140837 members 
Entering Unmasked Estep 
Score: -25841654.000000 Penalty: 6016.014648
	Iteration 84Q: 3 clusters Score -2.584165e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 141003 members 
Entering Unmasked Estep 
Score: -25841700.000000 Penalty: 6016.014648
	Iteration 85Q: 3 clusters Score -2.58417e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 141148 members 
Entering Unmasked Estep 
Score: -25841752.000000 Penalty: 6016.014648
	Iteration 86Q: 3 clusters Score -2.584175e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 141293 members 
Entering Unmasked Estep 
Score: -25841700.000000 Penalty: 6016.014648
	Iteration 87Q: 3 clusters Score -2.58417e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 141438 members 
Entering Unmasked Estep 
Score: -25841724.000000 Penalty: 6016.014648
	Iteration 88Q: 3 clusters Score -2.584172e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 141587 members 
Entering Unmasked Estep 
Score: -25841726.000000 Penalty: 6016.014648
	Iteration 89Q: 3 clusters Score -2.584173e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 141726 members 
Entering Unmasked Estep 
Score: -25841724.000000 Penalty: 6016.014648
	Iteration 90Q: 3 clusters Score -2.584172e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 141859 members 
Entering Unmasked Estep 
Score: -25841724.000000 Penalty: 6016.014648
	Iteration 91Q: 3 clusters Score -2.584172e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 141976 members 
Entering Unmasked Estep 
Score: -25841680.000000 Penalty: 6016.014648
	Iteration 92Q: 3 clusters Score -2.584168e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 142093 members 
Entering Unmasked Estep 
Score: -25841700.000000 Penalty: 6016.014648
	Iteration 93Q: 3 clusters Score -2.58417e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 142221 members 
Entering Unmasked Estep 
Score: -25841690.000000 Penalty: 6016.014648
	Iteration 94Q: 3 clusters Score -2.584169e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 142350 members 
Entering Unmasked Estep 
Score: -25841668.000000 Penalty: 6016.014648
	Iteration 95Q: 3 clusters Score -2.584167e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 142457 members 
Entering Unmasked Estep 
Score: -25841658.000000 Penalty: 6016.014648
	Iteration 96Q: 3 clusters Score -2.584166e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 142572 members 
Entering Unmasked Estep 
Score: -25841644.000000 Penalty: 6016.014648
	Iteration 97Q: 3 clusters Score -2.584164e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 142684 members 
Entering Unmasked Estep 
Score: -25841660.000000 Penalty: 6016.014648
	Iteration 98Q: 3 clusters Score -2.584166e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 142805 members 
Entering Unmasked Estep 
Score: -25841670.000000 Penalty: 6016.014648
	Iteration 99Q: 3 clusters Score -2.584167e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 142910 members 
Entering Unmasked Estep 
Score: -25841694.000000 Penalty: 6016.014648
	Iteration 100F: 3 clusters Score -2.584169e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 143009 members 
Entering Unmasked Estep 
Score: -25841664.000000 Penalty: 6016.014648
	Iteration 101Q: 3 clusters Score -2.584166e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 143099 members 
Entering Unmasked Estep 
Score: -25841658.000000 Penalty: 6016.014648
	Iteration 102Q: 3 clusters Score -2.584166e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 143191 members 
Entering Unmasked Estep 
Score: -25841660.000000 Penalty: 6016.014648
	Iteration 103Q: 3 clusters Score -2.584166e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 143258 members 
Entering Unmasked Estep 
Score: -25841666.000000 Penalty: 6016.014648
	Iteration 104Q: 3 clusters Score -2.584167e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 143341 members 
Entering Unmasked Estep 
Score: -25841646.000000 Penalty: 6016.014648
	Iteration 105Q: 3 clusters Score -2.584165e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 143435 members 
Entering Unmasked Estep 
Score: -25841616.000000 Penalty: 6016.014648
	Iteration 106Q: 3 clusters Score -2.584162e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 143532 members 
Entering Unmasked Estep 
Score: -25841570.000000 Penalty: 6016.014648
	Iteration 107Q: 3 clusters Score -2.584157e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 143620 members 
Entering Unmasked Estep 
Score: -25841588.000000 Penalty: 6016.014648
	Iteration 108Q: 3 clusters Score -2.584159e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 143697 members 
Entering Unmasked Estep 
Score: -25841592.000000 Penalty: 6016.014648
	Iteration 109Q: 3 clusters Score -2.584159e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 143763 members 
Entering Unmasked Estep 
Score: -25841610.000000 Penalty: 6016.014648
	Iteration 110Q: 3 clusters Score -2.584161e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 143818 members 
Entering Unmasked Estep 
Score: -25841634.000000 Penalty: 6016.014648
	Iteration 111Q: 3 clusters Score -2.584163e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 143878 members 
Entering Unmasked Estep 
Score: -25841640.000000 Penalty: 6016.014648
	Iteration 112Q: 3 clusters Score -2.584164e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 143931 members 
Entering Unmasked Estep 
Score: -25841626.000000 Penalty: 6016.014648
	Iteration 113Q: 3 clusters Score -2.584163e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 144000 members 
Entering Unmasked Estep 
Score: -25841638.000000 Penalty: 6016.014648
	Iteration 114Q: 3 clusters Score -2.584164e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 144078 members 
Entering Unmasked Estep 
Score: -25841658.000000 Penalty: 6016.014648
	Iteration 115Q: 3 clusters Score -2.584166e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 144157 members 
Entering Unmasked Estep 
Score: -25841706.000000 Penalty: 6016.014648
	Iteration 116Q: 3 clusters Score -2.584171e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 144240 members 
Entering Unmasked Estep 
Score: -25841662.000000 Penalty: 6016.014648
	Iteration 117Q: 3 clusters Score -2.584166e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 144317 members 
Entering Unmasked Estep 
Score: -25841706.000000 Penalty: 6016.014648
	Iteration 118Q: 3 clusters Score -2.584171e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 144393 members 
Entering Unmasked Estep 
Score: -25841676.000000 Penalty: 6016.014648
	Iteration 119Q: 3 clusters Score -2.584168e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 144449 members 
Entering Unmasked Estep 
Score: -25841710.000000 Penalty: 6016.014648
	Iteration 120F: 3 clusters Score -2.584171e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 144512 members 
Entering Unmasked Estep 
Score: -25841718.000000 Penalty: 6016.014648
	Iteration 121Q: 3 clusters Score -2.584172e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 144564 members 
Entering Unmasked Estep 
Score: -25841716.000000 Penalty: 6016.014648
	Iteration 122Q: 3 clusters Score -2.584172e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 144622 members 
Entering Unmasked Estep 
Score: -25841758.000000 Penalty: 6016.014648
	Iteration 123Q: 3 clusters Score -2.584176e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 144692 members 
Entering Unmasked Estep 
Score: -25841708.000000 Penalty: 6016.014648
	Iteration 124Q: 3 clusters Score -2.584171e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 144761 members 
Entering Unmasked Estep 
Score: -25841730.000000 Penalty: 6016.014648
	Iteration 125Q: 3 clusters Score -2.584173e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 144824 members 
Entering Unmasked Estep 
Score: -25841776.000000 Penalty: 6016.014648
	Iteration 126Q: 3 clusters Score -2.584178e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 144879 members 
Entering Unmasked Estep 
Score: -25841756.000000 Penalty: 6016.014648
	Iteration 127Q: 3 clusters Score -2.584176e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 144960 members 
Entering Unmasked Estep 
Score: -25841730.000000 Penalty: 6016.014648
	Iteration 128Q: 3 clusters Score -2.584173e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 145023 members 
Entering Unmasked Estep 
Score: -25841714.000000 Penalty: 6016.014648
	Iteration 129Q: 3 clusters Score -2.584171e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 145102 members 
Entering Unmasked Estep 
Score: -25841716.000000 Penalty: 6016.014648
	Iteration 130Q: 3 clusters Score -2.584172e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 145173 members 
Entering Unmasked Estep 
Score: -25841706.000000 Penalty: 6016.014648
	Iteration 131Q: 3 clusters Score -2.584171e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 145230 members 
Entering Unmasked Estep 
Score: -25841694.000000 Penalty: 6016.014648
	Iteration 132Q: 3 clusters Score -2.584169e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 145296 members 
Entering Unmasked Estep 
Score: -25841666.000000 Penalty: 6016.014648
	Iteration 133Q: 3 clusters Score -2.584167e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 145358 members 
Entering Unmasked Estep 
Score: -25841646.000000 Penalty: 6016.014648
	Iteration 134Q: 3 clusters Score -2.584165e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 145414 members 
Entering Unmasked Estep 
Score: -25841666.000000 Penalty: 6016.014648
	Iteration 135Q: 3 clusters Score -2.584167e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 145479 members 
Entering Unmasked Estep 
Score: -25841696.000000 Penalty: 6016.014648
	Iteration 136Q: 3 clusters Score -2.58417e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 145534 members 
Entering Unmasked Estep 
Score: -25841710.000000 Penalty: 6016.014648
	Iteration 137Q: 3 clusters Score -2.584171e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 145593 members 
Entering Unmasked Estep 
Score: -25841708.000000 Penalty: 6016.014648
	Iteration 138Q: 3 clusters Score -2.584171e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 145666 members 
Entering Unmasked Estep 
Score: -25841692.000000 Penalty: 6016.014648
	Iteration 139Q: 3 clusters Score -2.584169e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 145745 members 
Entering Unmasked Estep 
Score: -25841704.000000 Penalty: 6016.014648
	Iteration 140F: 3 clusters Score -2.58417e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 145820 members 
Entering Unmasked Estep 
Score: -25841752.000000 Penalty: 6016.014648
	Iteration 141Q: 3 clusters Score -2.584175e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 145895 members 
Entering Unmasked Estep 
Score: -25841776.000000 Penalty: 6016.014648
	Iteration 142Q: 3 clusters Score -2.584178e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 145962 members 
Entering Unmasked Estep 
Score: -25841798.000000 Penalty: 6016.014648
	Iteration 143Q: 3 clusters Score -2.58418e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 146015 members 
Entering Unmasked Estep 
Score: -25841802.000000 Penalty: 6016.014648
	Iteration 144Q: 3 clusters Score -2.58418e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 146073 members 
Entering Unmasked Estep 
Score: -25841814.000000 Penalty: 6016.014648
	Iteration 145Q: 3 clusters Score -2.584181e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 146134 members 
Entering Unmasked Estep 
Score: -25841848.000000 Penalty: 6016.014648
	Iteration 146Q: 3 clusters Score -2.584185e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 146199 members 
Entering Unmasked Estep 
Score: -25841826.000000 Penalty: 6016.014648
	Iteration 147Q: 3 clusters Score -2.584183e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 146277 members 
Entering Unmasked Estep 
Score: -25841780.000000 Penalty: 6016.014648
	Iteration 148Q: 3 clusters Score -2.584178e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 146356 members 
Entering Unmasked Estep 
Score: -25841766.000000 Penalty: 6016.014648
	Iteration 149Q: 3 clusters Score -2.584177e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 146432 members 
Entering Unmasked Estep 
Score: -25841774.000000 Penalty: 6016.014648
	Iteration 150Q: 3 clusters Score -2.584177e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 146504 members 
Entering Unmasked Estep 
Score: -25841770.000000 Penalty: 6016.014648
	Iteration 151Q: 3 clusters Score -2.584177e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 146577 members 
Entering Unmasked Estep 
Score: -25841810.000000 Penalty: 6016.014648
	Iteration 152Q: 3 clusters Score -2.584181e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 146645 members 
Entering Unmasked Estep 
Score: -25841832.000000 Penalty: 6016.014648
	Iteration 153Q: 3 clusters Score -2.584183e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 146720 members 
Entering Unmasked Estep 
Score: -25841838.000000 Penalty: 6016.014648
	Iteration 154Q: 3 clusters Score -2.584184e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 146790 members 
Entering Unmasked Estep 
Score: -25841844.000000 Penalty: 6016.014648
	Iteration 155Q: 3 clusters Score -2.584184e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 146851 members 
Entering Unmasked Estep 
Score: -25841828.000000 Penalty: 6016.014648
	Iteration 156Q: 3 clusters Score -2.584183e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 146902 members 
Entering Unmasked Estep 
Score: -25841864.000000 Penalty: 6016.014648
	Iteration 157Q: 3 clusters Score -2.584186e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 146953 members 
Entering Unmasked Estep 
Score: -25841862.000000 Penalty: 6016.014648
	Iteration 158Q: 3 clusters Score -2.584186e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 146993 members 
Entering Unmasked Estep 
Score: -25841858.000000 Penalty: 6016.014648
	Iteration 159Q: 3 clusters Score -2.584186e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 147033 members 
Entering Unmasked Estep 
Score: -25841854.000000 Penalty: 6016.014648
	Iteration 160F: 3 clusters Score -2.584185e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 147067 members 
Entering Unmasked Estep 
Score: -25841870.000000 Penalty: 6016.014648
	Iteration 161Q: 3 clusters Score -2.584187e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 147107 members 
Entering Unmasked Estep 
Score: -25841906.000000 Penalty: 6016.014648
	Iteration 162Q: 3 clusters Score -2.584191e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 147144 members 
Entering Unmasked Estep 
Score: -25841916.000000 Penalty: 6016.014648
	Iteration 163Q: 3 clusters Score -2.584192e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 147174 members 
Entering Unmasked Estep 
Score: -25841906.000000 Penalty: 6016.014648
	Iteration 164Q: 3 clusters Score -2.584191e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 147202 members 
Entering Unmasked Estep 
Score: -25841894.000000 Penalty: 6016.014648
	Iteration 165Q: 3 clusters Score -2.584189e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 147233 members 
Entering Unmasked Estep 
Score: -25841886.000000 Penalty: 6016.014648
	Iteration 166Q: 3 clusters Score -2.584189e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 147257 members 
Entering Unmasked Estep 
Score: -25841892.000000 Penalty: 6016.014648
	Iteration 167Q: 3 clusters Score -2.584189e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 147285 members 
Entering Unmasked Estep 
Score: -25841906.000000 Penalty: 6016.014648
	Iteration 168Q: 3 clusters Score -2.584191e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 147312 members 
Entering Unmasked Estep 
Score: -25841880.000000 Penalty: 6016.014648
	Iteration 169Q: 3 clusters Score -2.584188e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 147341 members 
Entering Unmasked Estep 
Score: -25841884.000000 Penalty: 6016.014648
	Iteration 170Q: 3 clusters Score -2.584188e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 147368 members 
Entering Unmasked Estep 
Score: -25841910.000000 Penalty: 6016.014648
	Iteration 171Q: 3 clusters Score -2.584191e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 147397 members 
Entering Unmasked Estep 
Score: -25841892.000000 Penalty: 6016.014648
	Iteration 172Q: 3 clusters Score -2.584189e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 147423 members 
Entering Unmasked Estep 
Score: -25841898.000000 Penalty: 6016.014648
	Iteration 173Q: 3 clusters Score -2.58419e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 147451 members 
Entering Unmasked Estep 
Score: -25841896.000000 Penalty: 6016.014648
	Iteration 174Q: 3 clusters Score -2.58419e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 147477 members 
Entering Unmasked Estep 
Score: -25841918.000000 Penalty: 6016.014648
	Iteration 175Q: 3 clusters Score -2.584192e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 147517 members 
Entering Unmasked Estep 
Score: -25841888.000000 Penalty: 6016.014648
	Iteration 176Q: 3 clusters Score -2.584189e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 147561 members 
Entering Unmasked Estep 
Score: -25841896.000000 Penalty: 6016.014648
	Iteration 177Q: 3 clusters Score -2.58419e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 147604 members 
Entering Unmasked Estep 
Score: -25841888.000000 Penalty: 6016.014648
	Iteration 178Q: 3 clusters Score -2.584189e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 147649 members 
Entering Unmasked Estep 
Score: -25841930.000000 Penalty: 6016.014648
	Iteration 179Q: 3 clusters Score -2.584193e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 147705 members 
Entering Unmasked Estep 
Score: -25841938.000000 Penalty: 6016.014648
	Iteration 180F: 3 clusters Score -2.584194e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 147756 members 
Entering Unmasked Estep 
Score: -25841948.000000 Penalty: 6016.014648
	Iteration 181Q: 3 clusters Score -2.584195e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 147808 members 
Entering Unmasked Estep 
Score: -25841976.000000 Penalty: 6016.014648
	Iteration 182Q: 3 clusters Score -2.584198e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 147843 members 
Entering Unmasked Estep 
Score: -25841966.000000 Penalty: 6016.014648
	Iteration 183Q: 3 clusters Score -2.584197e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 147880 members 
Entering Unmasked Estep 
Score: -25841986.000000 Penalty: 6016.014648
	Iteration 184Q: 3 clusters Score -2.584199e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 147919 members 
Entering Unmasked Estep 
Score: -25841976.000000 Penalty: 6016.014648
	Iteration 185Q: 3 clusters Score -2.584198e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 147950 members 
Entering Unmasked Estep 
Score: -25841960.000000 Penalty: 6016.014648
	Iteration 186Q: 3 clusters Score -2.584196e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 147985 members 
Entering Unmasked Estep 
Score: -25841976.000000 Penalty: 6016.014648
	Iteration 187Q: 3 clusters Score -2.584198e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 148034 members 
Entering Unmasked Estep 
Score: -25841978.000000 Penalty: 6016.014648
	Iteration 188Q: 3 clusters Score -2.584198e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 148078 members 
Entering Unmasked Estep 
Score: -25842026.000000 Penalty: 6016.014648
	Iteration 189Q: 3 clusters Score -2.584203e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 148122 members 
Entering Unmasked Estep 
Score: -25842004.000000 Penalty: 6016.014648
	Iteration 190Q: 3 clusters Score -2.5842e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 148165 members 
Entering Unmasked Estep 
Score: -25842048.000000 Penalty: 6016.014648
	Iteration 191Q: 3 clusters Score -2.584205e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 148207 members 
Entering Unmasked Estep 
Score: -25842074.000000 Penalty: 6016.014648
	Iteration 192Q: 3 clusters Score -2.584207e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 148247 members 
Entering Unmasked Estep 
Score: -25842092.000000 Penalty: 6016.014648
	Iteration 193Q: 3 clusters Score -2.584209e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 148285 members 
Entering Unmasked Estep 
Score: -25842122.000000 Penalty: 6016.014648
	Iteration 194Q: 3 clusters Score -2.584212e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 148347 members 
Entering Unmasked Estep 
Score: -25842104.000000 Penalty: 6016.014648
	Iteration 195Q: 3 clusters Score -2.58421e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 148407 members 
Entering Unmasked Estep 
Score: -25842100.000000 Penalty: 6016.014648
	Iteration 196Q: 3 clusters Score -2.58421e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 148475 members 
Entering Unmasked Estep 
Score: -25842086.000000 Penalty: 6016.014648
	Iteration 197Q: 3 clusters Score -2.584209e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 148551 members 
Entering Unmasked Estep 
Score: -25842120.000000 Penalty: 6016.014648
	Iteration 198Q: 3 clusters Score -2.584212e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 148629 members 
Entering Unmasked Estep 
Score: -25842104.000000 Penalty: 6016.014648
	Iteration 199Q: 3 clusters Score -2.58421e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 148706 members 
Entering Unmasked Estep 
Score: -25842126.000000 Penalty: 6016.014648
	Iteration 200F: 3 clusters Score -2.584213e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 148772 members 
Entering Unmasked Estep 
Score: -25842138.000000 Penalty: 6016.014648
	Iteration 201Q: 3 clusters Score -2.584214e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 148846 members 
Entering Unmasked Estep 
Score: -25842184.000000 Penalty: 6016.014648
	Iteration 202Q: 3 clusters Score -2.584218e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 148904 members 
Entering Unmasked Estep 
Score: -25842164.000000 Penalty: 6016.014648
	Iteration 203Q: 3 clusters Score -2.584216e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 148951 members 
Entering Unmasked Estep 
Score: -25842160.000000 Penalty: 6016.014648
	Iteration 204Q: 3 clusters Score -2.584216e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 149009 members 
Entering Unmasked Estep 
Score: -25842140.000000 Penalty: 6016.014648
	Iteration 205Q: 3 clusters Score -2.584214e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 149068 members 
Entering Unmasked Estep 
Score: -25842142.000000 Penalty: 6016.014648
	Iteration 206Q: 3 clusters Score -2.584214e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 149126 members 
Entering Unmasked Estep 
Score: -25842108.000000 Penalty: 6016.014648
	Iteration 207Q: 3 clusters Score -2.584211e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 149189 members 
Entering Unmasked Estep 
Score: -25842118.000000 Penalty: 6016.014648
	Iteration 208Q: 3 clusters Score -2.584212e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 149256 members 
Entering Unmasked Estep 
Score: -25842122.000000 Penalty: 6016.014648
	Iteration 209Q: 3 clusters Score -2.584212e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 149336 members 
Entering Unmasked Estep 
Score: -25842150.000000 Penalty: 6016.014648
	Iteration 210Q: 3 clusters Score -2.584215e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 149429 members 
Entering Unmasked Estep 
Score: -25842134.000000 Penalty: 6016.014648
	Iteration 211Q: 3 clusters Score -2.584213e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 149527 members 
Entering Unmasked Estep 
Score: -25842126.000000 Penalty: 6016.014648
	Iteration 212Q: 3 clusters Score -2.584213e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 149621 members 
Entering Unmasked Estep 
Score: -25842188.000000 Penalty: 6016.014648
	Iteration 213Q: 3 clusters Score -2.584219e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 149737 members 
Entering Unmasked Estep 
Score: -25842176.000000 Penalty: 6016.014648
	Iteration 214Q: 3 clusters Score -2.584218e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 149839 members 
Entering Unmasked Estep 
Score: -25842188.000000 Penalty: 6016.014648
	Iteration 215Q: 3 clusters Score -2.584219e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 149956 members 
Entering Unmasked Estep 
Score: -25842246.000000 Penalty: 6016.014648
	Iteration 216Q: 3 clusters Score -2.584225e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 150080 members 
Entering Unmasked Estep 
Score: -25842262.000000 Penalty: 6016.014648
	Iteration 217Q: 3 clusters Score -2.584226e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 150203 members 
Entering Unmasked Estep 
Score: -25842274.000000 Penalty: 6016.014648
	Iteration 218Q: 3 clusters Score -2.584227e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 150336 members 
Entering Unmasked Estep 
Score: -25842250.000000 Penalty: 6016.014648
	Iteration 219Q: 3 clusters Score -2.584225e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 150475 members 
Entering Unmasked Estep 
Score: -25842314.000000 Penalty: 6016.014648
	Iteration 220F: 3 clusters Score -2.584231e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 150601 members 
Entering Unmasked Estep 
Score: -25842242.000000 Penalty: 6016.014648
	Iteration 221Q: 3 clusters Score -2.584224e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 150728 members 
Entering Unmasked Estep 
Score: -25842284.000000 Penalty: 6016.014648
	Iteration 222Q: 3 clusters Score -2.584228e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 150841 members 
Entering Unmasked Estep 
Score: -25842340.000000 Penalty: 6016.014648
	Iteration 223Q: 3 clusters Score -2.584234e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 150959 members 
Entering Unmasked Estep 
Score: -25842316.000000 Penalty: 6016.014648
	Iteration 224Q: 3 clusters Score -2.584232e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 151088 members 
Entering Unmasked Estep 
Score: -25842308.000000 Penalty: 6016.014648
	Iteration 225Q: 3 clusters Score -2.584231e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 151229 members 
Entering Unmasked Estep 
Score: -25842332.000000 Penalty: 6016.014648
	Iteration 226Q: 3 clusters Score -2.584233e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 151348 members 
Entering Unmasked Estep 
Score: -25842388.000000 Penalty: 6016.014648
	Iteration 227Q: 3 clusters Score -2.584239e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 151471 members 
Entering Unmasked Estep 
Score: -25842404.000000 Penalty: 6016.014648
	Iteration 228Q: 3 clusters Score -2.58424e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 151589 members 
Entering Unmasked Estep 
Score: -25842392.000000 Penalty: 6016.014648
	Iteration 229Q: 3 clusters Score -2.584239e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 151712 members 
Entering Unmasked Estep 
Score: -25842388.000000 Penalty: 6016.014648
	Iteration 230Q: 3 clusters Score -2.584239e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 151848 members 
Entering Unmasked Estep 
Score: -25842412.000000 Penalty: 6016.014648
	Iteration 231Q: 3 clusters Score -2.584241e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 151961 members 
Entering Unmasked Estep 
Score: -25842460.000000 Penalty: 6016.014648
	Iteration 232Q: 3 clusters Score -2.584246e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 152082 members 
Entering Unmasked Estep 
Score: -25842490.000000 Penalty: 6016.014648
	Iteration 233Q: 3 clusters Score -2.584249e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 152220 members 
Entering Unmasked Estep 
Score: -25842528.000000 Penalty: 6016.014648
	Iteration 234Q: 3 clusters Score -2.584253e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 152345 members 
Entering Unmasked Estep 
Score: -25842580.000000 Penalty: 6016.014648
	Iteration 235Q: 3 clusters Score -2.584258e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 152467 members 
Entering Unmasked Estep 
Score: -25842614.000000 Penalty: 6016.014648
	Iteration 236Q: 3 clusters Score -2.584261e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 152590 members 
Entering Unmasked Estep 
Score: -25842616.000000 Penalty: 6016.014648
	Iteration 237Q: 3 clusters Score -2.584262e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 152713 members 
Entering Unmasked Estep 
Score: -25842672.000000 Penalty: 6016.014648
	Iteration 238Q: 3 clusters Score -2.584267e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 152851 members 
Entering Unmasked Estep 
Score: -25842712.000000 Penalty: 6016.014648
	Iteration 239Q: 3 clusters Score -2.584271e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 153014 members 
Entering Unmasked Estep 
Score: -25842776.000000 Penalty: 6016.014648
	Iteration 240F: 3 clusters Score -2.584278e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 153166 members 
Entering Unmasked Estep 
Score: -25842826.000000 Penalty: 6016.014648
	Iteration 241Q: 3 clusters Score -2.584283e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 153334 members 
Entering Unmasked Estep 
Score: -25842884.000000 Penalty: 6016.014648
	Iteration 242Q: 3 clusters Score -2.584288e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 153530 members 
Entering Unmasked Estep 
Score: -25842884.000000 Penalty: 6016.014648
	Iteration 243Q: 3 clusters Score -2.584288e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 153720 members 
Entering Unmasked Estep 
Score: -25842948.000000 Penalty: 6016.014648
	Iteration 244Q: 3 clusters Score -2.584295e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 153922 members 
Entering Unmasked Estep 
Score: -25843000.000000 Penalty: 6016.014648
	Iteration 245Q: 3 clusters Score -2.5843e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 154126 members 
Entering Unmasked Estep 
Score: -25843032.000000 Penalty: 6016.014648
	Iteration 246Q: 3 clusters Score -2.584303e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 154323 members 
Entering Unmasked Estep 
Score: -25843030.000000 Penalty: 6016.014648
	Iteration 247Q: 3 clusters Score -2.584303e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 154530 members 
Entering Unmasked Estep 
Score: -25843070.000000 Penalty: 6016.014648
	Iteration 248Q: 3 clusters Score -2.584307e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 154730 members 
Entering Unmasked Estep 
Score: -25843088.000000 Penalty: 6016.014648
	Iteration 249Q: 3 clusters Score -2.584309e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 154956 members 
Entering Unmasked Estep 
Score: -25843124.000000 Penalty: 6016.014648
	Iteration 250Q: 3 clusters Score -2.584312e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 155210 members 
Entering Unmasked Estep 
Score: -25843112.000000 Penalty: 6016.014648
	Iteration 251Q: 3 clusters Score -2.584311e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 155463 members 
Entering Unmasked Estep 
Score: -25843198.000000 Penalty: 6016.014648
	Iteration 252Q: 3 clusters Score -2.58432e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 155712 members 
Entering Unmasked Estep 
Score: -25843226.000000 Penalty: 6016.014648
	Iteration 253Q: 3 clusters Score -2.584323e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 155959 members 
Entering Unmasked Estep 
Score: -25843238.000000 Penalty: 6016.014648
	Iteration 254Q: 3 clusters Score -2.584324e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 156187 members 
Entering Unmasked Estep 
Score: -25843278.000000 Penalty: 6016.014648
	Iteration 255Q: 3 clusters Score -2.584328e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 156398 members 
Entering Unmasked Estep 
Score: -25843302.000000 Penalty: 6016.014648
	Iteration 256Q: 3 clusters Score -2.58433e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 156620 members 
Entering Unmasked Estep 
Score: -25843358.000000 Penalty: 6016.014648
	Iteration 257Q: 3 clusters Score -2.584336e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 156844 members 
Entering Unmasked Estep 
Score: -25843368.000000 Penalty: 6016.014648
	Iteration 258Q: 3 clusters Score -2.584337e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 157045 members 
Entering Unmasked Estep 
Score: -25843368.000000 Penalty: 6016.014648
	Iteration 259Q: 3 clusters Score -2.584337e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 157263 members 
Entering Unmasked Estep 
Score: -25843436.000000 Penalty: 6016.014648
	Iteration 260F: 3 clusters Score -2.584344e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 157472 members 
Entering Unmasked Estep 
Score: -25843480.000000 Penalty: 6016.014648
	Iteration 261Q: 3 clusters Score -2.584348e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 157703 members 
Entering Unmasked Estep 
Score: -25843580.000000 Penalty: 6016.014648
	Iteration 262Q: 3 clusters Score -2.584358e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 157960 members 
Entering Unmasked Estep 
Score: -25843556.000000 Penalty: 6016.014648
	Iteration 263Q: 3 clusters Score -2.584356e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 158212 members 
Entering Unmasked Estep 
Score: -25843552.000000 Penalty: 6016.014648
	Iteration 264Q: 3 clusters Score -2.584355e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 158440 members 
Entering Unmasked Estep 
Score: -25843650.000000 Penalty: 6016.014648
	Iteration 265Q: 3 clusters Score -2.584365e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 158688 members 
Entering Unmasked Estep 
Score: -25843672.000000 Penalty: 6016.014648
	Iteration 266Q: 3 clusters Score -2.584367e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 158909 members 
Entering Unmasked Estep 
Score: -25843730.000000 Penalty: 6016.014648
	Iteration 267Q: 3 clusters Score -2.584373e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 159124 members 
Entering Unmasked Estep 
Score: -25843714.000000 Penalty: 6016.014648
	Iteration 268Q: 3 clusters Score -2.584371e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 159348 members 
Entering Unmasked Estep 
Score: -25843790.000000 Penalty: 6016.014648
	Iteration 269Q: 3 clusters Score -2.584379e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 159576 members 
Entering Unmasked Estep 
Score: -25843864.000000 Penalty: 6016.014648
	Iteration 270Q: 3 clusters Score -2.584386e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 159800 members 
Entering Unmasked Estep 
Score: -25843916.000000 Penalty: 6016.014648
	Iteration 271Q: 3 clusters Score -2.584392e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 160043 members 
Entering Unmasked Estep 
Score: -25843942.000000 Penalty: 6016.014648
	Iteration 272Q: 3 clusters Score -2.584394e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 160279 members 
Entering Unmasked Estep 
Score: -25843966.000000 Penalty: 6016.014648
	Iteration 273Q: 3 clusters Score -2.584397e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 160511 members 
Entering Unmasked Estep 
Score: -25844028.000000 Penalty: 6016.014648
	Iteration 274Q: 3 clusters Score -2.584403e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 160774 members 
Entering Unmasked Estep 
Score: -25844032.000000 Penalty: 6016.014648
	Iteration 275Q: 3 clusters Score -2.584403e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 161012 members 
Entering Unmasked Estep 
Score: -25844050.000000 Penalty: 6016.014648
	Iteration 276Q: 3 clusters Score -2.584405e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 161260 members 
Entering Unmasked Estep 
Score: -25844090.000000 Penalty: 6016.014648
	Iteration 277Q: 3 clusters Score -2.584409e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 161508 members 
Entering Unmasked Estep 
Score: -25844096.000000 Penalty: 6016.014648
	Iteration 278Q: 3 clusters Score -2.58441e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 161746 members 
Entering Unmasked Estep 
Score: -25844206.000000 Penalty: 6016.014648
	Iteration 279Q: 3 clusters Score -2.584421e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 161986 members 
Entering Unmasked Estep 
Score: -25844270.000000 Penalty: 6016.014648
	Iteration 280F: 3 clusters Score -2.584427e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 162225 members 
Entering Unmasked Estep 
Score: -25844310.000000 Penalty: 6016.014648
	Iteration 281Q: 3 clusters Score -2.584431e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 162450 members 
Entering Unmasked Estep 
Score: -25844344.000000 Penalty: 6016.014648
	Iteration 282Q: 3 clusters Score -2.584434e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 162667 members 
Entering Unmasked Estep 
Score: -25844346.000000 Penalty: 6016.014648
	Iteration 283Q: 3 clusters Score -2.584435e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 162892 members 
Entering Unmasked Estep 
Score: -25844450.000000 Penalty: 6016.014648
	Iteration 284Q: 3 clusters Score -2.584445e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 163112 members 
Entering Unmasked Estep 
Score: -25844442.000000 Penalty: 6016.014648
	Iteration 285Q: 3 clusters Score -2.584444e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 163394 members 
Entering Unmasked Estep 
Score: -25844504.000000 Penalty: 6016.014648
	Iteration 286Q: 3 clusters Score -2.58445e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 163677 members 
Entering Unmasked Estep 
Score: -25844570.000000 Penalty: 6016.014648
	Iteration 287Q: 3 clusters Score -2.584457e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 163959 members 
Entering Unmasked Estep 
Score: -25844622.000000 Penalty: 6016.014648
	Iteration 288Q: 3 clusters Score -2.584462e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 164219 members 
Entering Unmasked Estep 
Score: -25844670.000000 Penalty: 6016.014648
	Iteration 289Q: 3 clusters Score -2.584467e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 164492 members 
Entering Unmasked Estep 
Score: -25844802.000000 Penalty: 6016.014648
	Iteration 290Q: 3 clusters Score -2.58448e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 164784 members 
Entering Unmasked Estep 
Score: -25844856.000000 Penalty: 6016.014648
	Iteration 291Q: 3 clusters Score -2.584486e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 165089 members 
Entering Unmasked Estep 
Score: -25844894.000000 Penalty: 6016.014648
	Iteration 292Q: 3 clusters Score -2.584489e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 165422 members 
Entering Unmasked Estep 
Score: -25844892.000000 Penalty: 6016.014648
	Iteration 293Q: 3 clusters Score -2.584489e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 165746 members 
Entering Unmasked Estep 
Score: -25844956.000000 Penalty: 6016.014648
	Iteration 294Q: 3 clusters Score -2.584496e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 166097 members 
Entering Unmasked Estep 
Score: -25845094.000000 Penalty: 6016.014648
	Iteration 295Q: 3 clusters Score -2.584509e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 166487 members 
Entering Unmasked Estep 
Score: -25845166.000000 Penalty: 6016.014648
	Iteration 296Q: 3 clusters Score -2.584517e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 166864 members 
Entering Unmasked Estep 
Score: -25845246.000000 Penalty: 6016.014648
	Iteration 297Q: 3 clusters Score -2.584525e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 167263 members 
Entering Unmasked Estep 
Score: -25845348.000000 Penalty: 6016.014648
	Iteration 298Q: 3 clusters Score -2.584535e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 167673 members 
Entering Unmasked Estep 
Score: -25845504.000000 Penalty: 6016.014648
	Iteration 299Q: 3 clusters Score -2.58455e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 168093 members 
Entering Unmasked Estep 
Score: -25845588.000000 Penalty: 6016.014648
	Iteration 300F: 3 clusters Score -2.584559e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 168551 members 
Entering Unmasked Estep 
Score: -25845720.000000 Penalty: 6016.014648
	Iteration 301Q: 3 clusters Score -2.584572e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 168990 members 
Entering Unmasked Estep 
Score: -25845820.000000 Penalty: 6016.014648
	Iteration 302Q: 3 clusters Score -2.584582e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 169405 members 
Entering Unmasked Estep 
Score: -25845928.000000 Penalty: 6016.014648
	Iteration 303Q: 3 clusters Score -2.584593e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 169810 members 
Entering Unmasked Estep 
Score: -25845994.000000 Penalty: 6016.014648
	Iteration 304Q: 3 clusters Score -2.584599e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 170222 members 
Entering Unmasked Estep 
Score: -25846066.000000 Penalty: 6016.014648
	Iteration 305Q: 3 clusters Score -2.584607e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 170613 members 
Entering Unmasked Estep 
Score: -25846176.000000 Penalty: 6016.014648
	Iteration 306Q: 3 clusters Score -2.584618e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 170990 members 
Entering Unmasked Estep 
Score: -25846276.000000 Penalty: 6016.014648
	Iteration 307Q: 3 clusters Score -2.584628e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 171403 members 
Entering Unmasked Estep 
Score: -25846358.000000 Penalty: 6016.014648
	Iteration 308Q: 3 clusters Score -2.584636e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 171795 members 
Entering Unmasked Estep 
Score: -25846436.000000 Penalty: 6016.014648
	Iteration 309Q: 3 clusters Score -2.584644e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 172173 members 
Entering Unmasked Estep 
Score: -25846556.000000 Penalty: 6016.014648
	Iteration 310Q: 3 clusters Score -2.584656e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 172547 members 
Entering Unmasked Estep 
Score: -25846754.000000 Penalty: 6016.014648
	Iteration 311Q: 3 clusters Score -2.584675e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 172909 members 
Entering Unmasked Estep 
Score: -25846836.000000 Penalty: 6016.014648
	Iteration 312Q: 3 clusters Score -2.584684e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 173263 members 
Entering Unmasked Estep 
Score: -25846922.000000 Penalty: 6016.014648
	Iteration 313Q: 3 clusters Score -2.584692e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 173648 members 
Entering Unmasked Estep 
Score: -25846996.000000 Penalty: 6016.014648
	Iteration 314Q: 3 clusters Score -2.5847e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 174033 members 
Entering Unmasked Estep 
Score: -25847128.000000 Penalty: 6016.014648
	Iteration 315Q: 3 clusters Score -2.584713e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 174408 members 
Entering Unmasked Estep 
Score: -25847218.000000 Penalty: 6016.014648
	Iteration 316Q: 3 clusters Score -2.584722e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 174755 members 
Entering Unmasked Estep 
Score: -25847318.000000 Penalty: 6016.014648
	Iteration 317Q: 3 clusters Score -2.584732e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 175092 members 
Entering Unmasked Estep 
Score: -25847466.000000 Penalty: 6016.014648
	Iteration 318Q: 3 clusters Score -2.584747e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 175385 members 
Entering Unmasked Estep 
Score: -25847558.000000 Penalty: 6016.014648
	Iteration 319Q: 3 clusters Score -2.584756e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 175679 members 
Entering Unmasked Estep 
Score: -25847596.000000 Penalty: 6016.014648
	Iteration 320F: 3 clusters Score -2.58476e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 175974 members 
Entering Unmasked Estep 
Score: -25847640.000000 Penalty: 6016.014648
	Iteration 321Q: 3 clusters Score -2.584764e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 176262 members 
Entering Unmasked Estep 
Score: -25847742.000000 Penalty: 6016.014648
	Iteration 322Q: 3 clusters Score -2.584774e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 176548 members 
Entering Unmasked Estep 
Score: -25847850.000000 Penalty: 6016.014648
	Iteration 323Q: 3 clusters Score -2.584785e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 176839 members 
Entering Unmasked Estep 
Score: -25847924.000000 Penalty: 6016.014648
	Iteration 324Q: 3 clusters Score -2.584792e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 177099 members 
Entering Unmasked Estep 
Score: -25848026.000000 Penalty: 6016.014648
	Iteration 325Q: 3 clusters Score -2.584803e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 177317 members 
Entering Unmasked Estep 
Score: -25848136.000000 Penalty: 6016.014648
	Iteration 326Q: 3 clusters Score -2.584814e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 177529 members 
Entering Unmasked Estep 
Score: -25848164.000000 Penalty: 6016.014648
	Iteration 327Q: 3 clusters Score -2.584816e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 177743 members 
Entering Unmasked Estep 
Score: -25848222.000000 Penalty: 6016.014648
	Iteration 328Q: 3 clusters Score -2.584822e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 177937 members 
Entering Unmasked Estep 
Score: -25848274.000000 Penalty: 6016.014648
	Iteration 329Q: 3 clusters Score -2.584827e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 178114 members 
Entering Unmasked Estep 
Score: -25848340.000000 Penalty: 6016.014648
	Iteration 330Q: 3 clusters Score -2.584834e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 178256 members 
Entering Unmasked Estep 
Score: -25848404.000000 Penalty: 6016.014648
	Iteration 331Q: 3 clusters Score -2.58484e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 178394 members 
Entering Unmasked Estep 
Score: -25848486.000000 Penalty: 6016.014648
	Iteration 332Q: 3 clusters Score -2.584849e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 178531 members 
Entering Unmasked Estep 
Score: -25848580.000000 Penalty: 6016.014648
	Iteration 333Q: 3 clusters Score -2.584858e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 178690 members 
Entering Unmasked Estep 
Score: -25848652.000000 Penalty: 6016.014648
	Iteration 334Q: 3 clusters Score -2.584865e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 178856 members 
Entering Unmasked Estep 
Score: -25848684.000000 Penalty: 6016.014648
	Iteration 335Q: 3 clusters Score -2.584868e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 179018 members 
Entering Unmasked Estep 
Score: -25848764.000000 Penalty: 6016.014648
	Iteration 336Q: 3 clusters Score -2.584876e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 179152 members 
Entering Unmasked Estep 
Score: -25848794.000000 Penalty: 6016.014648
	Iteration 337Q: 3 clusters Score -2.584879e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 179258 members 
Entering Unmasked Estep 
Score: -25848832.000000 Penalty: 6016.014648
	Iteration 338Q: 3 clusters Score -2.584883e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 179359 members 
Entering Unmasked Estep 
Score: -25848852.000000 Penalty: 6016.014648
	Iteration 339Q: 3 clusters Score -2.584885e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 179448 members 
Entering Unmasked Estep 
Score: -25848880.000000 Penalty: 6016.014648
	Iteration 340F: 3 clusters Score -2.584888e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 179544 members 
Entering Unmasked Estep 
Score: -25848958.000000 Penalty: 6016.014648
	Iteration 341Q: 3 clusters Score -2.584896e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 179624 members 
Entering Unmasked Estep 
Score: -25849006.000000 Penalty: 6016.014648
	Iteration 342Q: 3 clusters Score -2.584901e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 179707 members 
Entering Unmasked Estep 
Score: -25849032.000000 Penalty: 6016.014648
	Iteration 343Q: 3 clusters Score -2.584903e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 179790 members 
Entering Unmasked Estep 
Score: -25849108.000000 Penalty: 6016.014648
	Iteration 344Q: 3 clusters Score -2.584911e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 179872 members 
Entering Unmasked Estep 
Score: -25849142.000000 Penalty: 6016.014648
	Iteration 345Q: 3 clusters Score -2.584914e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 179959 members 
Entering Unmasked Estep 
Score: -25849156.000000 Penalty: 6016.014648
	Iteration 346Q: 3 clusters Score -2.584916e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 180038 members 
Entering Unmasked Estep 
Score: -25849226.000000 Penalty: 6016.014648
	Iteration 347Q: 3 clusters Score -2.584923e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 180115 members 
Entering Unmasked Estep 
Score: -25849268.000000 Penalty: 6016.014648
	Iteration 348Q: 3 clusters Score -2.584927e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 180191 members 
Entering Unmasked Estep 
Score: -25849286.000000 Penalty: 6016.014648
	Iteration 349Q: 3 clusters Score -2.584929e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 180259 members 
Entering Unmasked Estep 
Score: -25849296.000000 Penalty: 6016.014648
	Iteration 350Q: 3 clusters Score -2.58493e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 180327 members 
Entering Unmasked Estep 
Score: -25849324.000000 Penalty: 6016.014648
	Iteration 351Q: 3 clusters Score -2.584932e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 180382 members 
Entering Unmasked Estep 
Score: -25849330.000000 Penalty: 6016.014648
	Iteration 352Q: 3 clusters Score -2.584933e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 180432 members 
Entering Unmasked Estep 
Score: -25849350.000000 Penalty: 6016.014648
	Iteration 353Q: 3 clusters Score -2.584935e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 180484 members 
Entering Unmasked Estep 
Score: -25849376.000000 Penalty: 6016.014648
	Iteration 354Q: 3 clusters Score -2.584938e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 180548 members 
Entering Unmasked Estep 
Score: -25849390.000000 Penalty: 6016.014648
	Iteration 355Q: 3 clusters Score -2.584939e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 180609 members 
Entering Unmasked Estep 
Score: -25849436.000000 Penalty: 6016.014648
	Iteration 356Q: 3 clusters Score -2.584944e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 180634 members 
Entering Unmasked Estep 
Score: -25849426.000000 Penalty: 6016.014648
	Iteration 357Q: 3 clusters Score -2.584943e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 180657 members 
Entering Unmasked Estep 
Score: -25849444.000000 Penalty: 6016.014648
	Iteration 358Q: 3 clusters Score -2.584944e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 180680 members 
Entering Unmasked Estep 
Score: -25849454.000000 Penalty: 6016.014648
	Iteration 359Q: 3 clusters Score -2.584945e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 180706 members 
Entering Unmasked Estep 
Score: -25849444.000000 Penalty: 6016.014648
	Iteration 360F: 3 clusters Score -2.584944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 180729 members 
Entering Unmasked Estep 
Score: -25849438.000000 Penalty: 6016.014648
	Iteration 361Q: 3 clusters Score -2.584944e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 180750 members 
Entering Unmasked Estep 
Score: -25849458.000000 Penalty: 6016.014648
	Iteration 362Q: 3 clusters Score -2.584946e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 180788 members 
Entering Unmasked Estep 
Score: -25849452.000000 Penalty: 6016.014648
	Iteration 363Q: 3 clusters Score -2.584945e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 180818 members 
Entering Unmasked Estep 
Score: -25849450.000000 Penalty: 6016.014648
	Iteration 364Q: 3 clusters Score -2.584945e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 180853 members 
Entering Unmasked Estep 
Score: -25849462.000000 Penalty: 6016.014648
	Iteration 365Q: 3 clusters Score -2.584946e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 180887 members 
Entering Unmasked Estep 
Score: -25849488.000000 Penalty: 6016.014648
	Iteration 366Q: 3 clusters Score -2.584949e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 180910 members 
Entering Unmasked Estep 
Score: -25849486.000000 Penalty: 6016.014648
	Iteration 367Q: 3 clusters Score -2.584949e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 180936 members 
Entering Unmasked Estep 
Score: -25849508.000000 Penalty: 6016.014648
	Iteration 368Q: 3 clusters Score -2.584951e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 180969 members 
Entering Unmasked Estep 
Score: -25849514.000000 Penalty: 6016.014648
	Iteration 369Q: 3 clusters Score -2.584951e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 180993 members 
Entering Unmasked Estep 
Score: -25849516.000000 Penalty: 6016.014648
	Iteration 370Q: 3 clusters Score -2.584952e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 181010 members 
Entering Unmasked Estep 
Score: -25849508.000000 Penalty: 6016.014648
	Iteration 371Q: 3 clusters Score -2.584951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 181027 members 
Entering Unmasked Estep 
Score: -25849516.000000 Penalty: 6016.014648
	Iteration 372Q: 3 clusters Score -2.584952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 181038 members 
Entering Unmasked Estep 
Score: -25849544.000000 Penalty: 6016.014648
	Iteration 373Q: 3 clusters Score -2.584954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 181048 members 
Entering Unmasked Estep 
Score: -25849558.000000 Penalty: 6016.014648
	Iteration 374Q: 3 clusters Score -2.584956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 181058 members 
Entering Unmasked Estep 
Score: -25849564.000000 Penalty: 6016.014648
	Iteration 375Q: 3 clusters Score -2.584956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 181077 members 
Entering Unmasked Estep 
Score: -25849576.000000 Penalty: 6016.014648
	Iteration 376Q: 3 clusters Score -2.584958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 181091 members 
Entering Unmasked Estep 
Score: -25849564.000000 Penalty: 6016.014648
	Iteration 377Q: 3 clusters Score -2.584956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 181094 members 
Entering Unmasked Estep 
Score: -25849564.000000 Penalty: 6016.014648
	Iteration 378Q: 3 clusters Score -2.584956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 181103 members 
Entering Unmasked Estep 
Score: -25849568.000000 Penalty: 6016.014648
	Iteration 379Q: 3 clusters Score -2.584957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 181115 members 
Entering Unmasked Estep 
Score: -25849562.000000 Penalty: 6016.014648
	Iteration 380F: 3 clusters Score -2.584956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 181127 members 
Entering Unmasked Estep 
Score: -25849544.000000 Penalty: 6016.014648
	Iteration 381Q: 3 clusters Score -2.584954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 181144 members 
Entering Unmasked Estep 
Score: -25849574.000000 Penalty: 6016.014648
	Iteration 382Q: 3 clusters Score -2.584957e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 181161 members 
Entering Unmasked Estep 
Score: -25849592.000000 Penalty: 6016.014648
	Iteration 383Q: 3 clusters Score -2.584959e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 181183 members 
Entering Unmasked Estep 
Score: -25849572.000000 Penalty: 6016.014648
	Iteration 384Q: 3 clusters Score -2.584957e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 181210 members 
Entering Unmasked Estep 
Score: -25849574.000000 Penalty: 6016.014648
	Iteration 385Q: 3 clusters Score -2.584957e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 181235 members 
Entering Unmasked Estep 
Score: -25849586.000000 Penalty: 6016.014648
	Iteration 386Q: 3 clusters Score -2.584959e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 181262 members 
Entering Unmasked Estep 
Score: -25849596.000000 Penalty: 6016.014648
	Iteration 387Q: 3 clusters Score -2.58496e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 181282 members 
Entering Unmasked Estep 
Score: -25849596.000000 Penalty: 6016.014648
	Iteration 388Q: 3 clusters Score -2.58496e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 181304 members 
Entering Unmasked Estep 
Score: -25849614.000000 Penalty: 6016.014648
	Iteration 389Q: 3 clusters Score -2.584961e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 181325 members 
Entering Unmasked Estep 
Score: -25849638.000000 Penalty: 6016.014648
	Iteration 390Q: 3 clusters Score -2.584964e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 181348 members 
Entering Unmasked Estep 
Score: -25849636.000000 Penalty: 6016.014648
	Iteration 391Q: 3 clusters Score -2.584964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 181361 members 
Entering Unmasked Estep 
Score: -25849638.000000 Penalty: 6016.014648
	Iteration 392Q: 3 clusters Score -2.584964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 181379 members 
Entering Unmasked Estep 
Score: -25849638.000000 Penalty: 6016.014648
	Iteration 393Q: 3 clusters Score -2.584964e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 181401 members 
Entering Unmasked Estep 
Score: -25849650.000000 Penalty: 6016.014648
	Iteration 394Q: 3 clusters Score -2.584965e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 181420 members 
Entering Unmasked Estep 
Score: -25849644.000000 Penalty: 6016.014648
	Iteration 395Q: 3 clusters Score -2.584964e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 181434 members 
Entering Unmasked Estep 
Score: -25849652.000000 Penalty: 6016.014648
	Iteration 396Q: 3 clusters Score -2.584965e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 181457 members 
Entering Unmasked Estep 
Score: -25849662.000000 Penalty: 6016.014648
	Iteration 397Q: 3 clusters Score -2.584966e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 181476 members 
Entering Unmasked Estep 
Score: -25849678.000000 Penalty: 6016.014648
	Iteration 398Q: 3 clusters Score -2.584968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 181482 members 
Entering Unmasked Estep 
Score: -25849690.000000 Penalty: 6016.014648
	Iteration 399Q: 3 clusters Score -2.584969e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 181492 members 
Entering Unmasked Estep 
Score: -25849698.000000 Penalty: 6016.014648
	Iteration 400F: 3 clusters Score -2.58497e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 181506 members 
Entering Unmasked Estep 
Score: -25849700.000000 Penalty: 6016.014648
	Iteration 401Q: 3 clusters Score -2.58497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 181526 members 
Entering Unmasked Estep 
Score: -25849726.000000 Penalty: 6016.014648
	Iteration 402Q: 3 clusters Score -2.584973e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 181547 members 
Entering Unmasked Estep 
Score: -25849740.000000 Penalty: 6016.014648
	Iteration 403Q: 3 clusters Score -2.584974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 181564 members 
Entering Unmasked Estep 
Score: -25849748.000000 Penalty: 6016.014648
	Iteration 404Q: 3 clusters Score -2.584975e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 181579 members 
Entering Unmasked Estep 
Score: -25849792.000000 Penalty: 6016.014648
	Iteration 405Q: 3 clusters Score -2.584979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 181588 members 
Entering Unmasked Estep 
Score: -25849764.000000 Penalty: 6016.014648
	Iteration 406Q: 3 clusters Score -2.584976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 181601 members 
Entering Unmasked Estep 
Score: -25849790.000000 Penalty: 6016.014648
	Iteration 407Q: 3 clusters Score -2.584979e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 181612 members 
Entering Unmasked Estep 
Score: -25849796.000000 Penalty: 6016.014648
	Iteration 408Q: 3 clusters Score -2.58498e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 181625 members 
Entering Unmasked Estep 
Score: -25849798.000000 Penalty: 6016.014648
	Iteration 409Q: 3 clusters Score -2.58498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 181637 members 
Entering Unmasked Estep 
Score: -25849808.000000 Penalty: 6016.014648
	Iteration 410Q: 3 clusters Score -2.584981e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 181651 members 
Entering Unmasked Estep 
Score: -25849830.000000 Penalty: 6016.014648
	Iteration 411Q: 3 clusters Score -2.584983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 181662 members 
Entering Unmasked Estep 
Score: -25849826.000000 Penalty: 6016.014648
	Iteration 412Q: 3 clusters Score -2.584983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 181675 members 
Entering Unmasked Estep 
Score: -25849808.000000 Penalty: 6016.014648
	Iteration 413Q: 3 clusters Score -2.584981e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 181687 members 
Entering Unmasked Estep 
Score: -25849828.000000 Penalty: 6016.014648
	Iteration 414Q: 3 clusters Score -2.584983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 181702 members 
Entering Unmasked Estep 
Score: -25849834.000000 Penalty: 6016.014648
	Iteration 415Q: 3 clusters Score -2.584983e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 181710 members 
Entering Unmasked Estep 
Score: -25849848.000000 Penalty: 6016.014648
	Iteration 416Q: 3 clusters Score -2.584985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 181726 members 
Entering Unmasked Estep 
Score: -25849864.000000 Penalty: 6016.014648
	Iteration 417Q: 3 clusters Score -2.584986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 181732 members 
Entering Unmasked Estep 
Score: -25849858.000000 Penalty: 6016.014648
	Iteration 418Q: 3 clusters Score -2.584986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 181743 members 
Entering Unmasked Estep 
Score: -25849890.000000 Penalty: 6016.014648
	Iteration 419Q: 3 clusters Score -2.584989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 181754 members 
Entering Unmasked Estep 
Score: -25849892.000000 Penalty: 6016.014648
	Iteration 420F: 3 clusters Score -2.584989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 181763 members 
Entering Unmasked Estep 
Score: -25849876.000000 Penalty: 6016.014648
	Iteration 421Q: 3 clusters Score -2.584988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 181775 members 
Entering Unmasked Estep 
Score: -25849876.000000 Penalty: 6016.014648
	Iteration 422Q: 3 clusters Score -2.584988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 181791 members 
Entering Unmasked Estep 
Score: -25849852.000000 Penalty: 6016.014648
	Iteration 423Q: 3 clusters Score -2.584985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 181799 members 
Entering Unmasked Estep 
Score: -25849866.000000 Penalty: 6016.014648
	Iteration 424Q: 3 clusters Score -2.584987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 181812 members 
Entering Unmasked Estep 
Score: -25849886.000000 Penalty: 6016.014648
	Iteration 425Q: 3 clusters Score -2.584989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 181821 members 
Entering Unmasked Estep 
Score: -25849874.000000 Penalty: 6016.014648
	Iteration 426Q: 3 clusters Score -2.584987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 181826 members 
Entering Unmasked Estep 
Score: -25849898.000000 Penalty: 6016.014648
	Iteration 427Q: 3 clusters Score -2.58499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 181829 members 
Entering Unmasked Estep 
Score: -25849912.000000 Penalty: 6016.014648
	Iteration 428Q: 3 clusters Score -2.584991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 181836 members 
Entering Unmasked Estep 
Score: -25849916.000000 Penalty: 6016.014648
	Iteration 429Q: 3 clusters Score -2.584992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 181839 members 
Entering Unmasked Estep 
Score: -25849908.000000 Penalty: 6016.014648
	Iteration 430Q: 3 clusters Score -2.584991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 181842 members 
Entering Unmasked Estep 
Score: -25849912.000000 Penalty: 6016.014648
	Iteration 431Q: 3 clusters Score -2.584991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 181843 members 
Entering Unmasked Estep 
Score: -25849904.000000 Penalty: 6016.014648
	Iteration 432Q: 3 clusters Score -2.58499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 181847 members 
Entering Unmasked Estep 
Score: -25849890.000000 Penalty: 6016.014648
	Iteration 433Q: 3 clusters Score -2.584989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 181852 members 
Entering Unmasked Estep 
Score: -25849888.000000 Penalty: 6016.014648
	Iteration 434Q: 3 clusters Score -2.584989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 181853 members 
Entering Unmasked Estep 
Score: -25849894.000000 Penalty: 6016.014648
	Iteration 435Q: 3 clusters Score -2.584989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 181854 members 
Entering Unmasked Estep 
Score: -25849910.000000 Penalty: 6016.014648
	Iteration 436Q: 3 clusters Score -2.584991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 181855 members 
Entering Unmasked Estep 
Score: -25849896.000000 Penalty: 6016.014648
	Iteration 437Q: 3 clusters Score -2.58499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 181863 members 
Entering Unmasked Estep 
Score: -25849894.000000 Penalty: 6016.014648
	Iteration 438Q: 3 clusters Score -2.584989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 181876 members 
Entering Unmasked Estep 
Score: -25849902.000000 Penalty: 6016.014648
	Iteration 439Q: 3 clusters Score -2.58499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 181885 members 
Entering Unmasked Estep 
Score: -25849916.000000 Penalty: 6016.014648
	Iteration 440F: 3 clusters Score -2.584992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 181897 members 
Entering Unmasked Estep 
Score: -25849904.000000 Penalty: 6016.014648
	Iteration 441Q: 3 clusters Score -2.58499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 181905 members 
Entering Unmasked Estep 
Score: -25849906.000000 Penalty: 6016.014648
	Iteration 442Q: 3 clusters Score -2.584991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 181917 members 
Entering Unmasked Estep 
Score: -25849910.000000 Penalty: 6016.014648
	Iteration 443Q: 3 clusters Score -2.584991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 181925 members 
Entering Unmasked Estep 
Score: -25849924.000000 Penalty: 6016.014648
	Iteration 444Q: 3 clusters Score -2.584992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 181935 members 
Entering Unmasked Estep 
Score: -25849930.000000 Penalty: 6016.014648
	Iteration 445Q: 3 clusters Score -2.584993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 181946 members 
Entering Unmasked Estep 
Score: -25849942.000000 Penalty: 6016.014648
	Iteration 446Q: 3 clusters Score -2.584994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 181959 members 
Entering Unmasked Estep 
Score: -25849912.000000 Penalty: 6016.014648
	Iteration 447Q: 3 clusters Score -2.584991e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 181968 members 
Entering Unmasked Estep 
Score: -25849934.000000 Penalty: 6016.014648
	Iteration 448Q: 3 clusters Score -2.584993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 181974 members 
Entering Unmasked Estep 
Score: -25849934.000000 Penalty: 6016.014648
	Iteration 449Q: 3 clusters Score -2.584993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 181984 members 
Entering Unmasked Estep 
Score: -25849936.000000 Penalty: 6016.014648
	Iteration 450Q: 3 clusters Score -2.584994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 181985 members 
Entering Unmasked Estep 
Score: -25849944.000000 Penalty: 6016.014648
	Iteration 451Q: 3 clusters Score -2.584994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 181986 members 
Entering Unmasked Estep 
Score: -25849944.000000 Penalty: 6016.014648
	Iteration 452Q: 3 clusters Score -2.584994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 181985 members 
Entering Unmasked Estep 
Score: -25849948.000000 Penalty: 6016.014648
	Iteration 453Q: 3 clusters Score -2.584995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 181986 members 
Entering Unmasked Estep 
Score: -25849942.000000 Penalty: 6016.014648
	Iteration 454Q: 3 clusters Score -2.584994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 181988 members 
Entering Unmasked Estep 
Score: -25849950.000000 Penalty: 6016.014648
	Iteration 455Q: 3 clusters Score -2.584995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 181987 members 
Entering Unmasked Estep 
Score: -25849964.000000 Penalty: 6016.014648
	Iteration 456Q: 3 clusters Score -2.584996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 181988 members 
Entering Unmasked Estep 
Score: -25849968.000000 Penalty: 6016.014648
	Iteration 457Q: 3 clusters Score -2.584997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 181990 members 
Entering Unmasked Estep 
Score: -25849968.000000 Penalty: 6016.014648
	Iteration 458Q: 3 clusters Score -2.584997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 181991 members 
Entering Unmasked Estep 
Score: -25849962.000000 Penalty: 6016.014648
	Iteration 459Q: 3 clusters Score -2.584996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 181994 members 
Entering Unmasked Estep 
Score: -25849958.000000 Penalty: 6016.014648
	Iteration 460F: 3 clusters Score -2.584996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 181998 members 
Entering Unmasked Estep 
Score: -25849960.000000 Penalty: 6016.014648
	Iteration 461Q: 3 clusters Score -2.584996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 182001 members 
Entering Unmasked Estep 
Score: -25849958.000000 Penalty: 6016.014648
	Iteration 462Q: 3 clusters Score -2.584996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 182004 members 
Entering Unmasked Estep 
Score: -25849970.000000 Penalty: 6016.014648
	Iteration 463Q: 3 clusters Score -2.584997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 182002 members 
Entering Unmasked Estep 
Score: -25849968.000000 Penalty: 6016.014648
	Iteration 464Q: 3 clusters Score -2.584997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 182004 members 
Entering Unmasked Estep 
Score: -25849970.000000 Penalty: 6016.014648
	Iteration 465Q: 3 clusters Score -2.584997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 182004 members 
Entering Unmasked Estep 
Score: -25849970.000000 Penalty: 6016.014648
	Iteration 466F: 3 clusters Score -2.584997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Entering Unmasked Estep 
Score: -2906367.250000 Penalty: 2476.696289
	Iteration 0F: 2 clusters Score -2906367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2891109.500000 Penalty: 4953.392578
	Iteration 0F: 3 clusters Score -2891110 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2896444.750000 Penalty: 4953.392578
	Iteration 1F: 3 clusters Score -2896445 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2896927.500000 Penalty: 4953.392578
	Iteration 2F: 3 clusters Score -2896928 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2897398.750000 Penalty: 4953.392578
	Iteration 3Q: 3 clusters Score -2897399 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2897888.500000 Penalty: 4953.392578
	Iteration 4Q: 3 clusters Score -2897888 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2898452.250000 Penalty: 4953.392578
	Iteration 5Q: 3 clusters Score -2898452 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2899159.750000 Penalty: 4953.392578
	Iteration 6Q: 3 clusters Score -2899160 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2900044.500000 Penalty: 4953.392578
	Iteration 7F: 3 clusters Score -2900044 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2901004.750000 Penalty: 4953.392578
	Iteration 8F: 3 clusters Score -2901005 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2902058.750000 Penalty: 4953.392578
	Iteration 9F: 3 clusters Score -2902059 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2903097.250000 Penalty: 4953.392578
	Iteration 10Q: 3 clusters Score -2903097 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2903953.500000 Penalty: 4953.392578
	Iteration 11Q: 3 clusters Score -2903954 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2904483.000000 Penalty: 4953.392578
	Iteration 12Q: 3 clusters Score -2904483 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2904786.250000 Penalty: 4953.392578
	Iteration 13Q: 3 clusters Score -2904786 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2905020.000000 Penalty: 4953.392578
	Iteration 14Q: 3 clusters Score -2905020 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2905227.750000 Penalty: 4953.392578
	Iteration 15Q: 3 clusters Score -2905228 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2905387.750000 Penalty: 4953.392578
	Iteration 16Q: 3 clusters Score -2905388 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2905568.500000 Penalty: 4953.392578
	Iteration 17Q: 3 clusters Score -2905568 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2905705.000000 Penalty: 4953.392578
	Iteration 18Q: 3 clusters Score -2905705 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2905801.500000 Penalty: 4953.392578
	Iteration 19Q: 3 clusters Score -2905802 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2905868.250000 Penalty: 4953.392578
	Iteration 20F: 3 clusters Score -2905868 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2905910.750000 Penalty: 4953.392578
	Iteration 21Q: 3 clusters Score -2905911 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2905948.250000 Penalty: 4953.392578
	Iteration 22Q: 3 clusters Score -2905948 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2905957.250000 Penalty: 4953.392578
	Iteration 23Q: 3 clusters Score -2905957 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2905973.000000 Penalty: 4953.392578
	Iteration 24Q: 3 clusters Score -2905973 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2905971.000000 Penalty: 4953.392578
	Iteration 25Q: 3 clusters Score -2905971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2905973.750000 Penalty: 4953.392578
	Iteration 26Q: 3 clusters Score -2905974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2905994.750000 Penalty: 4953.392578
	Iteration 27Q: 3 clusters Score -2905995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2905996.250000 Penalty: 4953.392578
	Iteration 28Q: 3 clusters Score -2905996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2906003.500000 Penalty: 4953.392578
	Iteration 29Q: 3 clusters Score -2906004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2905997.500000 Penalty: 4953.392578
	Iteration 30Q: 3 clusters Score -2905998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2906005.750000 Penalty: 4953.392578
	Iteration 31Q: 3 clusters Score -2906006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2906002.750000 Penalty: 4953.392578
	Iteration 32Q: 3 clusters Score -2906003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2906003.250000 Penalty: 4953.392578
	Iteration 33Q: 3 clusters Score -2906003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2906006.500000 Penalty: 4953.392578
	Iteration 34Q: 3 clusters Score -2906006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2906001.000000 Penalty: 4953.392578
	Iteration 35Q: 3 clusters Score -2906001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2906008.000000 Penalty: 4953.392578
	Iteration 36Q: 3 clusters Score -2906008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2906009.250000 Penalty: 4953.392578
	Iteration 37Q: 3 clusters Score -2906009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2906011.000000 Penalty: 4953.392578
	Iteration 38Q: 3 clusters Score -2906011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2906009.500000 Penalty: 4953.392578
	Iteration 39Q: 3 clusters Score -2906010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2906012.000000 Penalty: 4953.392578
	Iteration 40F: 3 clusters Score -2906012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2906004.000000 Penalty: 4953.392578
	Iteration 41Q: 3 clusters Score -2906004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2906006.250000 Penalty: 4953.392578
	Iteration 42Q: 3 clusters Score -2906006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2906010.250000 Penalty: 4953.392578
	Iteration 43Q: 3 clusters Score -2906010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2906015.750000 Penalty: 4953.392578
	Iteration 44Q: 3 clusters Score -2906016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2906021.750000 Penalty: 4953.392578
	Iteration 45Q: 3 clusters Score -2906022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2906021.750000 Penalty: 4953.392578
	Iteration 46Q: 3 clusters Score -2906022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2906022.250000 Penalty: 4953.392578
	Iteration 47Q: 3 clusters Score -2906022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2906018.250000 Penalty: 4953.392578
	Iteration 48Q: 3 clusters Score -2906018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2906020.750000 Penalty: 4953.392578
	Iteration 49Q: 3 clusters Score -2906021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2906018.250000 Penalty: 4953.392578
	Iteration 50Q: 3 clusters Score -2906018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2906017.500000 Penalty: 4953.392578
	Iteration 51Q: 3 clusters Score -2906018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2906021.250000 Penalty: 4953.392578
	Iteration 52Q: 3 clusters Score -2906021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2906021.250000 Penalty: 4953.392578
	Iteration 53F: 3 clusters Score -2906021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Entering Unmasked Estep 
Score: -1245711.375000 Penalty: 2272.355713
	Iteration 0F: 2 clusters Score -1245711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1238364.250000 Penalty: 4544.711426
	Iteration 0F: 3 clusters Score -1238364 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1240444.500000 Penalty: 4544.711426
	Iteration 1F: 3 clusters Score -1240444 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1240748.750000 Penalty: 4544.711426
	Iteration 2F: 3 clusters Score -1240749 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1240970.250000 Penalty: 4544.711426
	Iteration 3Q: 3 clusters Score -1240970 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1241158.250000 Penalty: 4544.711426
	Iteration 4Q: 3 clusters Score -1241158 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1241372.875000 Penalty: 4544.711426
	Iteration 5Q: 3 clusters Score -1241373 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1241653.625000 Penalty: 4544.711426
	Iteration 6Q: 3 clusters Score -1241654 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1241974.250000 Penalty: 4544.711426
	Iteration 7Q: 3 clusters Score -1241974 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1242301.000000 Penalty: 4544.711426
	Iteration 8Q: 3 clusters Score -1242301 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1242600.750000 Penalty: 4544.711426
	Iteration 9Q: 3 clusters Score -1242601 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1242877.875000 Penalty: 4544.711426
	Iteration 10Q: 3 clusters Score -1242878 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1243134.000000 Penalty: 4544.711426
	Iteration 11Q: 3 clusters Score -1243134 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1243319.750000 Penalty: 4544.711426
	Iteration 12Q: 3 clusters Score -1243320 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1243425.125000 Penalty: 4544.711426
	Iteration 13Q: 3 clusters Score -1243425 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1243525.000000 Penalty: 4544.711426
	Iteration 14Q: 3 clusters Score -1243525 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1243597.750000 Penalty: 4544.711426
	Iteration 15Q: 3 clusters Score -1243598 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1243649.375000 Penalty: 4544.711426
	Iteration 16Q: 3 clusters Score -1243649 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1243685.500000 Penalty: 4544.711426
	Iteration 17Q: 3 clusters Score -1243686 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1243713.000000 Penalty: 4544.711426
	Iteration 18Q: 3 clusters Score -1243713 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1243730.000000 Penalty: 4544.711426
	Iteration 19Q: 3 clusters Score -1243730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1243753.875000 Penalty: 4544.711426
	Iteration 20F: 3 clusters Score -1243754 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1243773.125000 Penalty: 4544.711426
	Iteration 21Q: 3 clusters Score -1243773 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1243789.750000 Penalty: 4544.711426
	Iteration 22Q: 3 clusters Score -1243790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1243799.500000 Penalty: 4544.711426
	Iteration 23Q: 3 clusters Score -1243800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1243809.000000 Penalty: 4544.711426
	Iteration 24Q: 3 clusters Score -1243809 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1243821.000000 Penalty: 4544.711426
	Iteration 25Q: 3 clusters Score -1243821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1243829.750000 Penalty: 4544.711426
	Iteration 26Q: 3 clusters Score -1243830 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1243843.375000 Penalty: 4544.711426
	Iteration 27Q: 3 clusters Score -1243843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1243856.250000 Penalty: 4544.711426
	Iteration 28Q: 3 clusters Score -1243856 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1243874.750000 Penalty: 4544.711426
	Iteration 29Q: 3 clusters Score -1243875 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1243891.500000 Penalty: 4544.711426
	Iteration 30Q: 3 clusters Score -1243892 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1243901.500000 Penalty: 4544.711426
	Iteration 31Q: 3 clusters Score -1243902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1243917.750000 Penalty: 4544.711426
	Iteration 32Q: 3 clusters Score -1243918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1243934.125000 Penalty: 4544.711426
	Iteration 33Q: 3 clusters Score -1243934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1243944.125000 Penalty: 4544.711426
	Iteration 34Q: 3 clusters Score -1243944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1243955.125000 Penalty: 4544.711426
	Iteration 35Q: 3 clusters Score -1243955 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1243976.750000 Penalty: 4544.711426
	Iteration 36Q: 3 clusters Score -1243977 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1243985.250000 Penalty: 4544.711426
	Iteration 37Q: 3 clusters Score -1243985 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1243996.500000 Penalty: 4544.711426
	Iteration 38Q: 3 clusters Score -1243996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1244010.250000 Penalty: 4544.711426
	Iteration 39Q: 3 clusters Score -1244010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1244017.875000 Penalty: 4544.711426
	Iteration 40F: 3 clusters Score -1244018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1244025.750000 Penalty: 4544.711426
	Iteration 41Q: 3 clusters Score -1244026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1244029.625000 Penalty: 4544.711426
	Iteration 42Q: 3 clusters Score -1244030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1244039.625000 Penalty: 4544.711426
	Iteration 43Q: 3 clusters Score -1244040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1244037.625000 Penalty: 4544.711426
	Iteration 44Q: 3 clusters Score -1244038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1244042.375000 Penalty: 4544.711426
	Iteration 45Q: 3 clusters Score -1244042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1244046.500000 Penalty: 4544.711426
	Iteration 46Q: 3 clusters Score -1244046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1244049.125000 Penalty: 4544.711426
	Iteration 47Q: 3 clusters Score -1244049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1244059.000000 Penalty: 4544.711426
	Iteration 48Q: 3 clusters Score -1244059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1244065.000000 Penalty: 4544.711426
	Iteration 49Q: 3 clusters Score -1244065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1244070.625000 Penalty: 4544.711426
	Iteration 50Q: 3 clusters Score -1244071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1244076.375000 Penalty: 4544.711426
	Iteration 51Q: 3 clusters Score -1244076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1244081.250000 Penalty: 4544.711426
	Iteration 52Q: 3 clusters Score -1244081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1244092.750000 Penalty: 4544.711426
	Iteration 53Q: 3 clusters Score -1244093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1244096.125000 Penalty: 4544.711426
	Iteration 54Q: 3 clusters Score -1244096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1244103.750000 Penalty: 4544.711426
	Iteration 55Q: 3 clusters Score -1244104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1244110.250000 Penalty: 4544.711426
	Iteration 56Q: 3 clusters Score -1244110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1244116.000000 Penalty: 4544.711426
	Iteration 57Q: 3 clusters Score -1244116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1244121.875000 Penalty: 4544.711426
	Iteration 58Q: 3 clusters Score -1244122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1244132.375000 Penalty: 4544.711426
	Iteration 59Q: 3 clusters Score -1244132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1244136.875000 Penalty: 4544.711426
	Iteration 60F: 3 clusters Score -1244137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1244144.875000 Penalty: 4544.711426
	Iteration 61Q: 3 clusters Score -1244145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1244147.875000 Penalty: 4544.711426
	Iteration 62Q: 3 clusters Score -1244148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1244156.375000 Penalty: 4544.711426
	Iteration 63Q: 3 clusters Score -1244156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1244160.625000 Penalty: 4544.711426
	Iteration 64Q: 3 clusters Score -1244161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1244162.250000 Penalty: 4544.711426
	Iteration 65Q: 3 clusters Score -1244162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1244162.250000 Penalty: 4544.711426
	Iteration 66Q: 3 clusters Score -1244162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1244163.750000 Penalty: 4544.711426
	Iteration 67Q: 3 clusters Score -1244164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1244165.750000 Penalty: 4544.711426
	Iteration 68Q: 3 clusters Score -1244166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1244172.125000 Penalty: 4544.711426
	Iteration 69Q: 3 clusters Score -1244172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1244183.125000 Penalty: 4544.711426
	Iteration 70Q: 3 clusters Score -1244183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1244191.500000 Penalty: 4544.711426
	Iteration 71Q: 3 clusters Score -1244192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1244196.125000 Penalty: 4544.711426
	Iteration 72Q: 3 clusters Score -1244196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1244196.750000 Penalty: 4544.711426
	Iteration 73Q: 3 clusters Score -1244197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1244196.875000 Penalty: 4544.711426
	Iteration 74Q: 3 clusters Score -1244197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1244198.375000 Penalty: 4544.711426
	Iteration 75Q: 3 clusters Score -1244198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1244205.125000 Penalty: 4544.711426
	Iteration 76Q: 3 clusters Score -1244205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1244207.625000 Penalty: 4544.711426
	Iteration 77Q: 3 clusters Score -1244208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1244209.750000 Penalty: 4544.711426
	Iteration 78Q: 3 clusters Score -1244210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1244212.750000 Penalty: 4544.711426
	Iteration 79Q: 3 clusters Score -1244213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1244217.250000 Penalty: 4544.711426
	Iteration 80F: 3 clusters Score -1244217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1244218.875000 Penalty: 4544.711426
	Iteration 81Q: 3 clusters Score -1244219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1244221.500000 Penalty: 4544.711426
	Iteration 82Q: 3 clusters Score -1244222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1244225.500000 Penalty: 4544.711426
	Iteration 83Q: 3 clusters Score -1244226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1244223.000000 Penalty: 4544.711426
	Iteration 84Q: 3 clusters Score -1244223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1244228.500000 Penalty: 4544.711426
	Iteration 85Q: 3 clusters Score -1244228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1244229.750000 Penalty: 4544.711426
	Iteration 86Q: 3 clusters Score -1244230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1244231.625000 Penalty: 4544.711426
	Iteration 87Q: 3 clusters Score -1244232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1244235.000000 Penalty: 4544.711426
	Iteration 88Q: 3 clusters Score -1244235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1244233.875000 Penalty: 4544.711426
	Iteration 89Q: 3 clusters Score -1244234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1244238.625000 Penalty: 4544.711426
	Iteration 90Q: 3 clusters Score -1244239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1244242.250000 Penalty: 4544.711426
	Iteration 91Q: 3 clusters Score -1244242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1244239.625000 Penalty: 4544.711426
	Iteration 92Q: 3 clusters Score -1244240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1244245.125000 Penalty: 4544.711426
	Iteration 93Q: 3 clusters Score -1244245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1244245.750000 Penalty: 4544.711426
	Iteration 94Q: 3 clusters Score -1244246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1244249.125000 Penalty: 4544.711426
	Iteration 95Q: 3 clusters Score -1244249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1244249.875000 Penalty: 4544.711426
	Iteration 96Q: 3 clusters Score -1244250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1244251.875000 Penalty: 4544.711426
	Iteration 97Q: 3 clusters Score -1244252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1244253.250000 Penalty: 4544.711426
	Iteration 98Q: 3 clusters Score -1244253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1244253.500000 Penalty: 4544.711426
	Iteration 99Q: 3 clusters Score -1244254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1244253.500000 Penalty: 4544.711426
	Iteration 100F: 3 clusters Score -1244254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (62645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62645 members 
Entering Unmasked Estep 
Score: -8733956.000000 Penalty: 2739.219482
	Iteration 0F: 2 clusters Score -8733956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -8691812.000000 Penalty: 5478.438965
	Iteration 0F: 3 clusters Score -8691812 nChanged 29115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -8708096.000000 Penalty: 5478.438965
	Iteration 1F: 3 clusters Score -8708096 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -8709000.000000 Penalty: 5478.438965
	Iteration 2Q: 3 clusters Score -8709000 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -8710095.000000 Penalty: 5478.438965
	Iteration 3Q: 3 clusters Score -8710095 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -8711598.000000 Penalty: 5478.438965
	Iteration 4Q: 3 clusters Score -8711598 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -8713729.000000 Penalty: 5478.438965
	Iteration 5F: 3 clusters Score -8713729 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -8716715.000000 Penalty: 5478.438965
	Iteration 6F: 3 clusters Score -8716715 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -8720389.000000 Penalty: 5478.438965
	Iteration 7F: 3 clusters Score -8720389 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -8723950.000000 Penalty: 5478.438965
	Iteration 8F: 3 clusters Score -8723950 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -8726396.000000 Penalty: 5478.438965
	Iteration 9F: 3 clusters Score -8726396 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -8727591.000000 Penalty: 5478.438965
	Iteration 10Q: 3 clusters Score -8727591 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -8728202.000000 Penalty: 5478.438965
	Iteration 11Q: 3 clusters Score -8728202 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -8728599.000000 Penalty: 5478.438965
	Iteration 12Q: 3 clusters Score -8728599 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -8728989.000000 Penalty: 5478.438965
	Iteration 13Q: 3 clusters Score -8728989 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -8729317.000000 Penalty: 5478.438965
	Iteration 14Q: 3 clusters Score -8729317 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -8729578.000000 Penalty: 5478.438965
	Iteration 15Q: 3 clusters Score -8729578 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -8729828.000000 Penalty: 5478.438965
	Iteration 16Q: 3 clusters Score -8729828 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -8730058.000000 Penalty: 5478.438965
	Iteration 17Q: 3 clusters Score -8730058 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -8730251.000000 Penalty: 5478.438965
	Iteration 18Q: 3 clusters Score -8730251 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -8730489.000000 Penalty: 5478.438965
	Iteration 19Q: 3 clusters Score -8730489 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53877 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -8730714.000000 Penalty: 5478.438965
	Iteration 20F: 3 clusters Score -8730714 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -8730916.000000 Penalty: 5478.438965
	Iteration 21Q: 3 clusters Score -8730916 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -8731113.000000 Penalty: 5478.438965
	Iteration 22Q: 3 clusters Score -8731113 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55488 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -8731302.000000 Penalty: 5478.438965
	Iteration 23Q: 3 clusters Score -8731302 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -8731483.000000 Penalty: 5478.438965
	Iteration 24Q: 3 clusters Score -8731483 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -8731576.000000 Penalty: 5478.438965
	Iteration 25Q: 3 clusters Score -8731576 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -8731717.000000 Penalty: 5478.438965
	Iteration 26Q: 3 clusters Score -8731717 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -8731820.000000 Penalty: 5478.438965
	Iteration 27Q: 3 clusters Score -8731820 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -8731880.000000 Penalty: 5478.438965
	Iteration 28Q: 3 clusters Score -8731880 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57431 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -8731938.000000 Penalty: 5478.438965
	Iteration 29Q: 3 clusters Score -8731938 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -8732006.000000 Penalty: 5478.438965
	Iteration 30Q: 3 clusters Score -8732006 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -8732064.000000 Penalty: 5478.438965
	Iteration 31Q: 3 clusters Score -8732064 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -8732107.000000 Penalty: 5478.438965
	Iteration 32Q: 3 clusters Score -8732107 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -8732166.000000 Penalty: 5478.438965
	Iteration 33Q: 3 clusters Score -8732166 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -8732206.000000 Penalty: 5478.438965
	Iteration 34Q: 3 clusters Score -8732206 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -8732251.000000 Penalty: 5478.438965
	Iteration 35Q: 3 clusters Score -8732251 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -8732295.000000 Penalty: 5478.438965
	Iteration 36Q: 3 clusters Score -8732295 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -8732286.000000 Penalty: 5478.438965
	Iteration 37Q: 3 clusters Score -8732286 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58679 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -8732299.000000 Penalty: 5478.438965
	Iteration 38Q: 3 clusters Score -8732299 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -8732334.000000 Penalty: 5478.438965
	Iteration 39Q: 3 clusters Score -8732334 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -8732359.000000 Penalty: 5478.438965
	Iteration 40F: 3 clusters Score -8732359 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58889 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -8732372.000000 Penalty: 5478.438965
	Iteration 41Q: 3 clusters Score -8732372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58945 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -8732395.000000 Penalty: 5478.438965
	Iteration 42Q: 3 clusters Score -8732395 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -8732422.000000 Penalty: 5478.438965
	Iteration 43Q: 3 clusters Score -8732422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -8732434.000000 Penalty: 5478.438965
	Iteration 44Q: 3 clusters Score -8732434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59063 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -8732426.000000 Penalty: 5478.438965
	Iteration 45Q: 3 clusters Score -8732426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59084 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -8732437.000000 Penalty: 5478.438965
	Iteration 46Q: 3 clusters Score -8732437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -8732430.000000 Penalty: 5478.438965
	Iteration 47Q: 3 clusters Score -8732430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -8732432.000000 Penalty: 5478.438965
	Iteration 48Q: 3 clusters Score -8732432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -8732428.000000 Penalty: 5478.438965
	Iteration 49Q: 3 clusters Score -8732428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -8732433.000000 Penalty: 5478.438965
	Iteration 50Q: 3 clusters Score -8732433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -8732440.000000 Penalty: 5478.438965
	Iteration 51Q: 3 clusters Score -8732440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -8732443.000000 Penalty: 5478.438965
	Iteration 52Q: 3 clusters Score -8732443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -8732443.000000 Penalty: 5478.438965
	Iteration 53Q: 3 clusters Score -8732443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59196 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -8732438.000000 Penalty: 5478.438965
	Iteration 54Q: 3 clusters Score -8732438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59201 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -8732454.000000 Penalty: 5478.438965
	Iteration 55Q: 3 clusters Score -8732454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -8732455.000000 Penalty: 5478.438965
	Iteration 56Q: 3 clusters Score -8732455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -8732450.000000 Penalty: 5478.438965
	Iteration 57Q: 3 clusters Score -8732450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -8732459.000000 Penalty: 5478.438965
	Iteration 58Q: 3 clusters Score -8732459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -8732458.000000 Penalty: 5478.438965
	Iteration 59Q: 3 clusters Score -8732458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -8732452.000000 Penalty: 5478.438965
	Iteration 60F: 3 clusters Score -8732452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -8732451.000000 Penalty: 5478.438965
	Iteration 61Q: 3 clusters Score -8732451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -8732449.000000 Penalty: 5478.438965
	Iteration 62Q: 3 clusters Score -8732449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -8732454.000000 Penalty: 5478.438965
	Iteration 63Q: 3 clusters Score -8732454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -8732448.000000 Penalty: 5478.438965
	Iteration 64Q: 3 clusters Score -8732448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -8732444.000000 Penalty: 5478.438965
	Iteration 65Q: 3 clusters Score -8732444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -8732449.000000 Penalty: 5478.438965
	Iteration 66Q: 3 clusters Score -8732449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -8732444.000000 Penalty: 5478.438965
	Iteration 67Q: 3 clusters Score -8732444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -8732444.000000 Penalty: 5478.438965
	Iteration 68F: 3 clusters Score -8732444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 4701 members 
Mstep: Class 4 contains 7514 members 
Mstep: Class 5 contains 18434 members 
Mstep: Class 6 contains 227578 members 
Mstep: Class 7 contains 30342 members 
Mstep: Class 8 contains 239843 members 
Mstep: Class 10 contains 51783 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 13 contains 75507 members 
Mstep: Class 15 contains 1054 members 
Mstep: Class 16 contains 1106 members 
Mstep: Class 17 contains 185176 members 
Mstep: Class 21 contains 21735 members 
Mstep: Class 22 contains 9535 members 
Mstep: Class 23 contains 62645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135762096.000000 Penalty: 61660.023438
Iteration 39Q: 19 clusters Score -1.357621e+08 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 4686 members 
Mstep: Class 3 contains 831 members 
Mstep: Class 4 contains 7609 members 
Mstep: Class 5 contains 18643 members 
Mstep: Class 6 contains 227245 members 
Mstep: Class 7 contains 31295 members 
Mstep: Class 8 contains 239684 members 
Mstep: Class 9 contains 6429 members 
Mstep: Class 10 contains 51721 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 13 contains 76034 members 
Mstep: Class 15 contains 1063 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 185382 members 
Mstep: Class 21 contains 21947 members 
Mstep: Class 22 contains 9425 members 
Mstep: Class 23 contains 62455 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 19 clusters Score -1.357643e+08 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 4654 members 
Mstep: Class 3 contains 856 members 
Mstep: Class 4 contains 7904 members 
Mstep: Class 5 contains 18894 members 
Mstep: Class 6 contains 226784 members 
Mstep: Class 7 contains 32071 members 
Mstep: Class 8 contains 239297 members 
Mstep: Class 9 contains 5977 members 
Mstep: Class 10 contains 51671 members 
Mstep: Class 11 contains 1850 members 
Mstep: Class 13 contains 76585 members 
Mstep: Class 15 contains 975 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 185539 members 
Mstep: Class 21 contains 22149 members 
Mstep: Class 22 contains 9236 members 
Mstep: Class 23 contains 62245 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 19 clusters Score -1.357663e+08 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 4622 members 
Mstep: Class 3 contains 857 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 19152 members 
Mstep: Class 6 contains 226277 members 
Mstep: Class 7 contains 32805 members 
Mstep: Class 8 contains 238971 members 
Mstep: Class 9 contains 5605 members 
Mstep: Class 10 contains 51604 members 
Mstep: Class 11 contains 1984 members 
Mstep: Class 13 contains 77097 members 
Mstep: Class 15 contains 840 members 
Mstep: Class 16 contains 1123 members 
Mstep: Class 17 contains 185708 members 
Mstep: Class 21 contains 22306 members 
Mstep: Class 22 contains 9067 members 
Mstep: Class 23 contains 62046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135767904.000000 Penalty: 61660.023438
Iteration 42Q: 19 clusters Score -1.357679e+08 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 4588 members 
Mstep: Class 3 contains 852 members 
Mstep: Class 4 contains 8502 members 
Mstep: Class 5 contains 19408 members 
Mstep: Class 6 contains 225736 members 
Mstep: Class 7 contains 33574 members 
Mstep: Class 8 contains 238603 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 51572 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 13 contains 77532 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 185916 members 
Mstep: Class 21 contains 22453 members 
Mstep: Class 22 contains 8857 members 
Mstep: Class 23 contains 61850 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 19 clusters Score -1.357688e+08 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 4569 members 
Mstep: Class 3 contains 848 members 
Mstep: Class 4 contains 8791 members 
Mstep: Class 5 contains 19665 members 
Mstep: Class 6 contains 225167 members 
Mstep: Class 7 contains 34347 members 
Mstep: Class 8 contains 238372 members 
Mstep: Class 9 contains 5073 members 
Mstep: Class 10 contains 51536 members 
Mstep: Class 11 contains 2136 members 
Mstep: Class 13 contains 77873 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 1128 members 
Mstep: Class 17 contains 186111 members 
Mstep: Class 21 contains 22582 members 
Mstep: Class 22 contains 8573 members 
Mstep: Class 23 contains 61676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135769040.000000 Penalty: 61660.023438
Iteration 44Q: 19 clusters Score -1.35769e+08 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 4566 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 19915 members 
Mstep: Class 6 contains 224567 members 
Mstep: Class 7 contains 35107 members 
Mstep: Class 8 contains 238187 members 
Mstep: Class 9 contains 4891 members 
Mstep: Class 10 contains 51486 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 13 contains 78176 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 1128 members 
Mstep: Class 17 contains 186323 members 
Mstep: Class 21 contains 22724 members 
Mstep: Class 22 contains 8283 members 
Mstep: Class 23 contains 61499 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 19 clusters Score -1.357695e+08 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 4556 members 
Mstep: Class 3 contains 843 members 
Mstep: Class 4 contains 9321 members 
Mstep: Class 5 contains 20121 members 
Mstep: Class 6 contains 223939 members 
Mstep: Class 7 contains 35812 members 
Mstep: Class 8 contains 238047 members 
Mstep: Class 9 contains 4750 members 
Mstep: Class 10 contains 51419 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 13 contains 78475 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 1123 members 
Mstep: Class 17 contains 186589 members 
Mstep: Class 21 contains 22850 members 
Mstep: Class 22 contains 8016 members 
Mstep: Class 23 contains 61334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135769600.000000 Penalty: 61660.023438
Iteration 46Q: 19 clusters Score -1.357696e+08 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 4546 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 9575 members 
Mstep: Class 5 contains 20345 members 
Mstep: Class 6 contains 223181 members 
Mstep: Class 7 contains 36511 members 
Mstep: Class 8 contains 237971 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 51364 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 13 contains 78761 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 186807 members 
Mstep: Class 21 contains 22976 members 
Mstep: Class 22 contains 7735 members 
Mstep: Class 23 contains 61191 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 19 clusters Score -1.357697e+08 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 4544 members 
Mstep: Class 3 contains 841 members 
Mstep: Class 4 contains 9811 members 
Mstep: Class 5 contains 20587 members 
Mstep: Class 6 contains 222311 members 
Mstep: Class 7 contains 37239 members 
Mstep: Class 8 contains 237905 members 
Mstep: Class 9 contains 4556 members 
Mstep: Class 10 contains 51298 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 13 contains 79046 members 
Mstep: Class 15 contains 633 members 
Mstep: Class 16 contains 1112 members 
Mstep: Class 17 contains 187092 members 
Mstep: Class 21 contains 23088 members 
Mstep: Class 22 contains 7427 members 
Mstep: Class 23 contains 61068 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 19 clusters Score -1.357702e+08 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 4538 members 
Mstep: Class 3 contains 837 members 
Mstep: Class 4 contains 10012 members 
Mstep: Class 5 contains 20811 members 
Mstep: Class 6 contains 221523 members 
Mstep: Class 7 contains 37925 members 
Mstep: Class 8 contains 237820 members 
Mstep: Class 9 contains 4466 members 
Mstep: Class 10 contains 51257 members 
Mstep: Class 11 contains 2205 members 
Mstep: Class 13 contains 79360 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 187394 members 
Mstep: Class 21 contains 23174 members 
Mstep: Class 22 contains 7139 members 
Mstep: Class 23 contains 60945 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 19 clusters Score -1.357708e+08 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 4532 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 10194 members 
Mstep: Class 5 contains 21089 members 
Mstep: Class 6 contains 220814 members 
Mstep: Class 7 contains 38626 members 
Mstep: Class 8 contains 237602 members 
Mstep: Class 9 contains 4386 members 
Mstep: Class 10 contains 51209 members 
Mstep: Class 11 contains 2215 members 
Mstep: Class 13 contains 79721 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 1097 members 
Mstep: Class 17 contains 187739 members 
Mstep: Class 21 contains 23235 members 
Mstep: Class 22 contains 6849 members 
Mstep: Class 23 contains 60808 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 19 clusters Score -1.357721e+08 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 4526 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 10371 members 
Mstep: Class 5 contains 21355 members 
Mstep: Class 6 contains 220182 members 
Mstep: Class 7 contains 39278 members 
Mstep: Class 8 contains 237348 members 
Mstep: Class 9 contains 4306 members 
Mstep: Class 10 contains 51176 members 
Mstep: Class 11 contains 2220 members 
Mstep: Class 13 contains 80065 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 1091 members 
Mstep: Class 17 contains 188051 members 
Mstep: Class 21 contains 23277 members 
Mstep: Class 22 contains 6605 members 
Mstep: Class 23 contains 60663 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 19 clusters Score -1.357726e+08 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 4521 members 
Mstep: Class 3 contains 836 members 
Mstep: Class 4 contains 10525 members 
Mstep: Class 5 contains 21639 members 
Mstep: Class 6 contains 219540 members 
Mstep: Class 7 contains 39890 members 
Mstep: Class 8 contains 237175 members 
Mstep: Class 9 contains 4238 members 
Mstep: Class 10 contains 51141 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 13 contains 80391 members 
Mstep: Class 15 contains 609 members 
Mstep: Class 16 contains 1079 members 
Mstep: Class 17 contains 188389 members 
Mstep: Class 21 contains 23235 members 
Mstep: Class 22 contains 6414 members 
Mstep: Class 23 contains 60524 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 19 clusters Score -1.357729e+08 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 4518 members 
Mstep: Class 3 contains 836 members 
Mstep: Class 4 contains 10657 members 
Mstep: Class 5 contains 21893 members 
Mstep: Class 6 contains 218877 members 
Mstep: Class 7 contains 40500 members 
Mstep: Class 8 contains 237055 members 
Mstep: Class 9 contains 4186 members 
Mstep: Class 10 contains 51119 members 
Mstep: Class 11 contains 2224 members 
Mstep: Class 13 contains 80664 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 188736 members 
Mstep: Class 21 contains 23207 members 
Mstep: Class 22 contains 6253 members 
Mstep: Class 23 contains 60386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135773120.000000 Penalty: 61660.023438
Iteration 53Q: 19 clusters Score -1.357731e+08 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 4514 members 
Mstep: Class 3 contains 836 members 
Mstep: Class 4 contains 10766 members 
Mstep: Class 5 contains 22128 members 
Mstep: Class 6 contains 218221 members 
Mstep: Class 7 contains 41147 members 
Mstep: Class 8 contains 236952 members 
Mstep: Class 9 contains 4147 members 
Mstep: Class 10 contains 51104 members 
Mstep: Class 11 contains 2225 members 
Mstep: Class 13 contains 80888 members 
Mstep: Class 15 contains 606 members 
Mstep: Class 16 contains 1061 members 
Mstep: Class 17 contains 189079 members 
Mstep: Class 21 contains 23129 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 60293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135773248.000000 Penalty: 61660.023438
Iteration 54Q: 19 clusters Score -1.357732e+08 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 4512 members 
Mstep: Class 3 contains 836 members 
Mstep: Class 4 contains 10870 members 
Mstep: Class 5 contains 22406 members 
Mstep: Class 6 contains 217599 members 
Mstep: Class 7 contains 41745 members 
Mstep: Class 8 contains 236770 members 
Mstep: Class 9 contains 4118 members 
Mstep: Class 10 contains 51083 members 
Mstep: Class 11 contains 2225 members 
Mstep: Class 13 contains 81132 members 
Mstep: Class 15 contains 606 members 
Mstep: Class 16 contains 1050 members 
Mstep: Class 17 contains 189437 members 
Mstep: Class 21 contains 23024 members 
Mstep: Class 22 contains 5982 members 
Mstep: Class 23 contains 60186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135773344.000000 Penalty: 61660.023438
Iteration 55Q: 19 clusters Score -1.357733e+08 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 4511 members 
Mstep: Class 3 contains 836 members 
Mstep: Class 4 contains 10972 members 
Mstep: Class 5 contains 22719 members 
Mstep: Class 6 contains 217041 members 
Mstep: Class 7 contains 42307 members 
Mstep: Class 8 contains 236539 members 
Mstep: Class 9 contains 4082 members 
Mstep: Class 10 contains 51063 members 
Mstep: Class 11 contains 2225 members 
Mstep: Class 13 contains 81432 members 
Mstep: Class 15 contains 606 members 
Mstep: Class 16 contains 1040 members 
Mstep: Class 17 contains 189787 members 
Mstep: Class 21 contains 22924 members 
Mstep: Class 22 contains 5861 members 
Mstep: Class 23 contains 60063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135773968.000000 Penalty: 61660.023438
Iteration 56Q: 19 clusters Score -1.35774e+08 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 4515 members 
Mstep: Class 3 contains 836 members 
Mstep: Class 4 contains 11080 members 
Mstep: Class 5 contains 23040 members 
Mstep: Class 6 contains 216509 members 
Mstep: Class 7 contains 42822 members 
Mstep: Class 8 contains 236276 members 
Mstep: Class 9 contains 4039 members 
Mstep: Class 10 contains 51035 members 
Mstep: Class 11 contains 2225 members 
Mstep: Class 13 contains 81740 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 1030 members 
Mstep: Class 17 contains 190137 members 
Mstep: Class 21 contains 22804 members 
Mstep: Class 22 contains 5776 members 
Mstep: Class 23 contains 59950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135773952.000000 Penalty: 61660.023438
Iteration 57Q: 19 clusters Score -1.35774e+08 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 4513 members 
Mstep: Class 3 contains 836 members 
Mstep: Class 4 contains 11161 members 
Mstep: Class 5 contains 23349 members 
Mstep: Class 6 contains 216001 members 
Mstep: Class 7 contains 43293 members 
Mstep: Class 8 contains 236091 members 
Mstep: Class 9 contains 4004 members 
Mstep: Class 10 contains 51014 members 
Mstep: Class 11 contains 2225 members 
Mstep: Class 13 contains 82026 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 1018 members 
Mstep: Class 17 contains 190501 members 
Mstep: Class 21 contains 22688 members 
Mstep: Class 22 contains 5692 members 
Mstep: Class 23 contains 59814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135773696.000000 Penalty: 61660.023438
Iteration 58Q: 19 clusters Score -1.357737e+08 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 4510 members 
Mstep: Class 3 contains 836 members 
Mstep: Class 4 contains 11233 members 
Mstep: Class 5 contains 23679 members 
Mstep: Class 6 contains 215506 members 
Mstep: Class 7 contains 43723 members 
Mstep: Class 8 contains 235917 members 
Mstep: Class 9 contains 3981 members 
Mstep: Class 10 contains 51006 members 
Mstep: Class 11 contains 2225 members 
Mstep: Class 13 contains 82258 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 1001 members 
Mstep: Class 17 contains 190872 members 
Mstep: Class 21 contains 22599 members 
Mstep: Class 22 contains 5622 members 
Mstep: Class 23 contains 59674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135773472.000000 Penalty: 61660.023438
Iteration 59Q: 19 clusters Score -1.357735e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 4511 members 
Mstep: Class 3 contains 836 members 
Mstep: Class 4 contains 11314 members 
Mstep: Class 5 contains 24004 members 
Mstep: Class 6 contains 214962 members 
Mstep: Class 7 contains 44150 members 
Mstep: Class 8 contains 235755 members 
Mstep: Class 9 contains 3946 members 
Mstep: Class 10 contains 51002 members 
Mstep: Class 11 contains 2226 members 
Mstep: Class 13 contains 82506 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 992 members 
Mstep: Class 17 contains 191247 members 
Mstep: Class 21 contains 22506 members 
Mstep: Class 22 contains 5564 members 
Mstep: Class 23 contains 59518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135773872.000000 Penalty: 61660.023438
Iteration 60F: 19 clusters Score -1.357739e+08 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 4511 members 
Mstep: Class 3 contains 832 members 
Mstep: Class 4 contains 11402 members 
Mstep: Class 5 contains 24325 members 
Mstep: Class 6 contains 214446 members 
Mstep: Class 7 contains 44590 members 
Mstep: Class 8 contains 235612 members 
Mstep: Class 9 contains 3911 members 
Mstep: Class 10 contains 50989 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 13 contains 82736 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 991 members 
Mstep: Class 17 contains 191591 members 
Mstep: Class 21 contains 22365 members 
Mstep: Class 22 contains 5500 members 
Mstep: Class 23 contains 59376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135774368.000000 Penalty: 61660.023438
Iteration 61Q: 19 clusters Score -1.357744e+08 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 4506 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 11487 members 
Mstep: Class 5 contains 24664 members 
Mstep: Class 6 contains 213942 members 
Mstep: Class 7 contains 45027 members 
Mstep: Class 8 contains 235537 members 
Mstep: Class 9 contains 3914 members 
Mstep: Class 10 contains 50986 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 13 contains 82925 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 955 members 
Mstep: Class 17 contains 191919 members 
Mstep: Class 21 contains 22208 members 
Mstep: Class 22 contains 5433 members 
Mstep: Class 23 contains 59202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135774784.000000 Penalty: 61660.023438
Iteration 62Q: 19 clusters Score -1.357748e+08 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 11591 members 
Mstep: Class 5 contains 25040 members 
Mstep: Class 6 contains 213417 members 
Mstep: Class 7 contains 45448 members 
Mstep: Class 8 contains 235374 members 
Mstep: Class 9 contains 3913 members 
Mstep: Class 10 contains 51002 members 
Mstep: Class 11 contains 2226 members 
Mstep: Class 13 contains 83110 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 192254 members 
Mstep: Class 21 contains 22061 members 
Mstep: Class 22 contains 5388 members 
Mstep: Class 23 contains 59030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135774976.000000 Penalty: 61660.023438
Iteration 63Q: 19 clusters Score -1.35775e+08 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 4498 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 11699 members 
Mstep: Class 5 contains 25417 members 
Mstep: Class 6 contains 212869 members 
Mstep: Class 7 contains 45892 members 
Mstep: Class 8 contains 235227 members 
Mstep: Class 9 contains 3902 members 
Mstep: Class 10 contains 51008 members 
Mstep: Class 11 contains 2226 members 
Mstep: Class 13 contains 83261 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 889 members 
Mstep: Class 17 contains 192582 members 
Mstep: Class 21 contains 21896 members 
Mstep: Class 22 contains 5353 members 
Mstep: Class 23 contains 58905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135774944.000000 Penalty: 61660.023438
Iteration 64Q: 19 clusters Score -1.357749e+08 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 11805 members 
Mstep: Class 5 contains 25812 members 
Mstep: Class 6 contains 212354 members 
Mstep: Class 7 contains 46329 members 
Mstep: Class 8 contains 235078 members 
Mstep: Class 9 contains 3876 members 
Mstep: Class 10 contains 51012 members 
Mstep: Class 11 contains 2226 members 
Mstep: Class 13 contains 83412 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 192849 members 
Mstep: Class 21 contains 21724 members 
Mstep: Class 22 contains 5324 members 
Mstep: Class 23 contains 58771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135775344.000000 Penalty: 61660.023438
Iteration 65Q: 19 clusters Score -1.357753e+08 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 11914 members 
Mstep: Class 5 contains 26246 members 
Mstep: Class 6 contains 211925 members 
Mstep: Class 7 contains 46737 members 
Mstep: Class 8 contains 234884 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 51042 members 
Mstep: Class 11 contains 2226 members 
Mstep: Class 13 contains 83533 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 193094 members 
Mstep: Class 21 contains 21559 members 
Mstep: Class 22 contains 5284 members 
Mstep: Class 23 contains 58620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135775792.000000 Penalty: 61660.023438
Iteration 66Q: 19 clusters Score -1.357758e+08 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 12000 members 
Mstep: Class 5 contains 26705 members 
Mstep: Class 6 contains 211532 members 
Mstep: Class 7 contains 47098 members 
Mstep: Class 8 contains 234648 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 51068 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 13 contains 83629 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 832 members 
Mstep: Class 17 contains 193339 members 
Mstep: Class 21 contains 21424 members 
Mstep: Class 22 contains 5255 members 
Mstep: Class 23 contains 58504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135776416.000000 Penalty: 61660.023438
Iteration 67Q: 19 clusters Score -1.357764e+08 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 12080 members 
Mstep: Class 5 contains 27167 members 
Mstep: Class 6 contains 211186 members 
Mstep: Class 7 contains 47444 members 
Mstep: Class 8 contains 234408 members 
Mstep: Class 9 contains 3780 members 
Mstep: Class 10 contains 51087 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 13 contains 83716 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 812 members 
Mstep: Class 17 contains 193602 members 
Mstep: Class 21 contains 21268 members 
Mstep: Class 22 contains 5231 members 
Mstep: Class 23 contains 58393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135776624.000000 Penalty: 61660.023438
Iteration 68Q: 19 clusters Score -1.357766e+08 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 12160 members 
Mstep: Class 5 contains 27648 members 
Mstep: Class 6 contains 210897 members 
Mstep: Class 7 contains 47766 members 
Mstep: Class 8 contains 234143 members 
Mstep: Class 9 contains 3749 members 
Mstep: Class 10 contains 51114 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 13 contains 83784 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 193860 members 
Mstep: Class 21 contains 21115 members 
Mstep: Class 22 contains 5214 members 
Mstep: Class 23 contains 58267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135777184.000000 Penalty: 61660.023438
Iteration 69Q: 19 clusters Score -1.357772e+08 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 12234 members 
Mstep: Class 5 contains 28162 members 
Mstep: Class 6 contains 210638 members 
Mstep: Class 7 contains 48046 members 
Mstep: Class 8 contains 233855 members 
Mstep: Class 9 contains 3716 members 
Mstep: Class 10 contains 51124 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 13 contains 83845 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 785 members 
Mstep: Class 17 contains 194172 members 
Mstep: Class 21 contains 20968 members 
Mstep: Class 22 contains 5193 members 
Mstep: Class 23 contains 58112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135777664.000000 Penalty: 61660.023438
Iteration 70Q: 19 clusters Score -1.357777e+08 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 12298 members 
Mstep: Class 5 contains 28704 members 
Mstep: Class 6 contains 210411 members 
Mstep: Class 7 contains 48294 members 
Mstep: Class 8 contains 233576 members 
Mstep: Class 9 contains 3692 members 
Mstep: Class 10 contains 51143 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 13 contains 83874 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 770 members 
Mstep: Class 17 contains 194425 members 
Mstep: Class 21 contains 20842 members 
Mstep: Class 22 contains 5174 members 
Mstep: Class 23 contains 57966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135778400.000000 Penalty: 61660.023438
Iteration 71Q: 19 clusters Score -1.357784e+08 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 12355 members 
Mstep: Class 5 contains 29245 members 
Mstep: Class 6 contains 210157 members 
Mstep: Class 7 contains 48538 members 
Mstep: Class 8 contains 233311 members 
Mstep: Class 9 contains 3675 members 
Mstep: Class 10 contains 51170 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 13 contains 83877 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 754 members 
Mstep: Class 17 contains 194710 members 
Mstep: Class 21 contains 20721 members 
Mstep: Class 22 contains 5143 members 
Mstep: Class 23 contains 57809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135778608.000000 Penalty: 61660.023438
Iteration 72Q: 19 clusters Score -1.357786e+08 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 12419 members 
Mstep: Class 5 contains 29811 members 
Mstep: Class 6 contains 209932 members 
Mstep: Class 7 contains 48740 members 
Mstep: Class 8 contains 233058 members 
Mstep: Class 9 contains 3662 members 
Mstep: Class 10 contains 51200 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 13 contains 83877 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 194928 members 
Mstep: Class 21 contains 20603 members 
Mstep: Class 22 contains 5129 members 
Mstep: Class 23 contains 57644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135778848.000000 Penalty: 61660.023438
Iteration 73Q: 19 clusters Score -1.357788e+08 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 12452 members 
Mstep: Class 5 contains 30389 members 
Mstep: Class 6 contains 209736 members 
Mstep: Class 7 contains 48928 members 
Mstep: Class 8 contains 232895 members 
Mstep: Class 9 contains 3646 members 
Mstep: Class 10 contains 51226 members 
Mstep: Class 11 contains 2229 members 
Mstep: Class 13 contains 83859 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 729 members 
Mstep: Class 17 contains 195085 members 
Mstep: Class 21 contains 20506 members 
Mstep: Class 22 contains 5107 members 
Mstep: Class 23 contains 57462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135779264.000000 Penalty: 61660.023438
Iteration 74Q: 19 clusters Score -1.357793e+08 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 4498 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 12498 members 
Mstep: Class 5 contains 30922 members 
Mstep: Class 6 contains 209535 members 
Mstep: Class 7 contains 49097 members 
Mstep: Class 8 contains 232796 members 
Mstep: Class 9 contains 3636 members 
Mstep: Class 10 contains 51246 members 
Mstep: Class 11 contains 2229 members 
Mstep: Class 13 contains 83819 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 721 members 
Mstep: Class 17 contains 195232 members 
Mstep: Class 21 contains 20414 members 
Mstep: Class 22 contains 5081 members 
Mstep: Class 23 contains 57284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135779344.000000 Penalty: 61660.023438
Iteration 75Q: 19 clusters Score -1.357793e+08 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 4498 members 
Mstep: Class 3 contains 836 members 
Mstep: Class 4 contains 12526 members 
Mstep: Class 5 contains 31432 members 
Mstep: Class 6 contains 209360 members 
Mstep: Class 7 contains 49250 members 
Mstep: Class 8 contains 232682 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 51277 members 
Mstep: Class 11 contains 2230 members 
Mstep: Class 13 contains 83738 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 195393 members 
Mstep: Class 21 contains 20334 members 
Mstep: Class 22 contains 5072 members 
Mstep: Class 23 contains 57124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135779648.000000 Penalty: 61660.023438
Iteration 76Q: 19 clusters Score -1.357796e+08 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 837 members 
Mstep: Class 4 contains 12563 members 
Mstep: Class 5 contains 31969 members 
Mstep: Class 6 contains 209190 members 
Mstep: Class 7 contains 49393 members 
Mstep: Class 8 contains 232549 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 51317 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 13 contains 83637 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 698 members 
Mstep: Class 17 contains 195512 members 
Mstep: Class 21 contains 20253 members 
Mstep: Class 22 contains 5065 members 
Mstep: Class 23 contains 56968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135780064.000000 Penalty: 61660.023438
Iteration 77Q: 19 clusters Score -1.357801e+08 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 837 members 
Mstep: Class 4 contains 12616 members 
Mstep: Class 5 contains 32500 members 
Mstep: Class 6 contains 209016 members 
Mstep: Class 7 contains 49551 members 
Mstep: Class 8 contains 232411 members 
Mstep: Class 9 contains 3613 members 
Mstep: Class 10 contains 51360 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 13 contains 83501 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 195668 members 
Mstep: Class 21 contains 20177 members 
Mstep: Class 22 contains 5056 members 
Mstep: Class 23 contains 56814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135780096.000000 Penalty: 61660.023438
Iteration 78Q: 19 clusters Score -1.357801e+08 nChanged 2290
Entering ConstructFrom: 
Score: -135780096.000000 Penalty: 61660.023438
Entering ConstructFrom: 
Trying to split cluster 1 (35786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Entering Unmasked Estep 
Score: -5005837.500000 Penalty: 2600.357422
	Iteration 0F: 2 clusters Score -5005838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -4981457.500000 Penalty: 5200.714844
	Iteration 0F: 3 clusters Score -4981458 nChanged 16244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -4990435.000000 Penalty: 5200.714844
	Iteration 1F: 3 clusters Score -4990435 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -4991003.000000 Penalty: 5200.714844
	Iteration 2Q: 3 clusters Score -4991003 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -4991604.000000 Penalty: 5200.714844
	Iteration 3Q: 3 clusters Score -4991604 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -4992379.000000 Penalty: 5200.714844
	Iteration 4Q: 3 clusters Score -4992379 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -4993361.500000 Penalty: 5200.714844
	Iteration 5Q: 3 clusters Score -4993362 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -4994725.000000 Penalty: 5200.714844
	Iteration 6F: 3 clusters Score -4994725 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -4996279.500000 Penalty: 5200.714844
	Iteration 7F: 3 clusters Score -4996280 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -4997803.000000 Penalty: 5200.714844
	Iteration 8F: 3 clusters Score -4997803 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -4999353.500000 Penalty: 5200.714844
	Iteration 9F: 3 clusters Score -4999354 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -5000707.500000 Penalty: 5200.714844
	Iteration 10Q: 3 clusters Score -5000708 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -5001721.000000 Penalty: 5200.714844
	Iteration 11Q: 3 clusters Score -5001721 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -5002410.500000 Penalty: 5200.714844
	Iteration 12Q: 3 clusters Score -5002410 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -5002808.500000 Penalty: 5200.714844
	Iteration 13Q: 3 clusters Score -5002808 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -5003061.000000 Penalty: 5200.714844
	Iteration 14Q: 3 clusters Score -5003061 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -5003214.500000 Penalty: 5200.714844
	Iteration 15Q: 3 clusters Score -5003214 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -5003320.500000 Penalty: 5200.714844
	Iteration 16Q: 3 clusters Score -5003320 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -5003387.000000 Penalty: 5200.714844
	Iteration 17Q: 3 clusters Score -5003387 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -5003454.500000 Penalty: 5200.714844
	Iteration 18Q: 3 clusters Score -5003454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -5003503.500000 Penalty: 5200.714844
	Iteration 19Q: 3 clusters Score -5003504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -5003512.500000 Penalty: 5200.714844
	Iteration 20F: 3 clusters Score -5003512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -5003529.500000 Penalty: 5200.714844
	Iteration 21Q: 3 clusters Score -5003530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -5003537.500000 Penalty: 5200.714844
	Iteration 22Q: 3 clusters Score -5003538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -5003544.500000 Penalty: 5200.714844
	Iteration 23Q: 3 clusters Score -5003544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -5003554.500000 Penalty: 5200.714844
	Iteration 24Q: 3 clusters Score -5003554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -5003566.000000 Penalty: 5200.714844
	Iteration 25Q: 3 clusters Score -5003566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -5003568.500000 Penalty: 5200.714844
	Iteration 26Q: 3 clusters Score -5003568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -5003569.500000 Penalty: 5200.714844
	Iteration 27Q: 3 clusters Score -5003570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -5003578.500000 Penalty: 5200.714844
	Iteration 28Q: 3 clusters Score -5003578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -5003575.000000 Penalty: 5200.714844
	Iteration 29Q: 3 clusters Score -5003575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -5003578.500000 Penalty: 5200.714844
	Iteration 30Q: 3 clusters Score -5003578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -5003582.500000 Penalty: 5200.714844
	Iteration 31Q: 3 clusters Score -5003582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -5003582.500000 Penalty: 5200.714844
	Iteration 32F: 3 clusters Score -5003582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Entering Unmasked Estep 
Score: -591732.125000 Penalty: 2086.244629
	Iteration 0F: 2 clusters Score -591732.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -587505.437500 Penalty: 4172.489258
	Iteration 0F: 3 clusters Score -587505.4 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -588517.375000 Penalty: 4172.489258
	Iteration 1F: 3 clusters Score -588517.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -588771.250000 Penalty: 4172.489258
	Iteration 2F: 3 clusters Score -588771.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -589004.500000 Penalty: 4172.489258
	Iteration 3F: 3 clusters Score -589004.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -589194.062500 Penalty: 4172.489258
	Iteration 4F: 3 clusters Score -589194.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -589374.312500 Penalty: 4172.489258
	Iteration 5F: 3 clusters Score -589374.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -589565.312500 Penalty: 4172.489258
	Iteration 6F: 3 clusters Score -589565.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -589780.125000 Penalty: 4172.489258
	Iteration 7F: 3 clusters Score -589780.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -589933.562500 Penalty: 4172.489258
	Iteration 8Q: 3 clusters Score -589933.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -590034.125000 Penalty: 4172.489258
	Iteration 9Q: 3 clusters Score -590034.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -590125.812500 Penalty: 4172.489258
	Iteration 10Q: 3 clusters Score -590125.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -590193.062500 Penalty: 4172.489258
	Iteration 11Q: 3 clusters Score -590193.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -590254.562500 Penalty: 4172.489258
	Iteration 12Q: 3 clusters Score -590254.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -590301.625000 Penalty: 4172.489258
	Iteration 13Q: 3 clusters Score -590301.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -590341.875000 Penalty: 4172.489258
	Iteration 14Q: 3 clusters Score -590341.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -590377.312500 Penalty: 4172.489258
	Iteration 15Q: 3 clusters Score -590377.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -590403.562500 Penalty: 4172.489258
	Iteration 16Q: 3 clusters Score -590403.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -590421.875000 Penalty: 4172.489258
	Iteration 17Q: 3 clusters Score -590421.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -590435.062500 Penalty: 4172.489258
	Iteration 18Q: 3 clusters Score -590435.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -590445.687500 Penalty: 4172.489258
	Iteration 19Q: 3 clusters Score -590445.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -590456.625000 Penalty: 4172.489258
	Iteration 20F: 3 clusters Score -590456.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -590468.000000 Penalty: 4172.489258
	Iteration 21Q: 3 clusters Score -590468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -590477.000000 Penalty: 4172.489258
	Iteration 22Q: 3 clusters Score -590477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -590486.937500 Penalty: 4172.489258
	Iteration 23Q: 3 clusters Score -590486.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -590493.375000 Penalty: 4172.489258
	Iteration 24Q: 3 clusters Score -590493.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -590499.437500 Penalty: 4172.489258
	Iteration 25Q: 3 clusters Score -590499.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -590509.250000 Penalty: 4172.489258
	Iteration 26Q: 3 clusters Score -590509.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -590514.250000 Penalty: 4172.489258
	Iteration 27Q: 3 clusters Score -590514.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -590515.187500 Penalty: 4172.489258
	Iteration 28Q: 3 clusters Score -590515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -590519.062500 Penalty: 4172.489258
	Iteration 29Q: 3 clusters Score -590519.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -590519.687500 Penalty: 4172.489258
	Iteration 30Q: 3 clusters Score -590519.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -590519.937500 Penalty: 4172.489258
	Iteration 31Q: 3 clusters Score -590519.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -590519.437500 Penalty: 4172.489258
	Iteration 32Q: 3 clusters Score -590519.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -590519.437500 Penalty: 4172.489258
	Iteration 33F: 3 clusters Score -590519.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -96645.843750 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -96645.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -95069.187500 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -95069.19 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -96086.054688 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -96086.05 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -96968.085938 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -96968.09 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -97289.421875 Penalty: 3337.992676
	Iteration 3F: 3 clusters Score -97289.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -97524.742188 Penalty: 3337.992676
	Iteration 4Q: 3 clusters Score -97524.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -97590.320312 Penalty: 3337.992676
	Iteration 5Q: 3 clusters Score -97590.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -97628.437500 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -97628.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -97666.750000 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -97666.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -97712.156250 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -97712.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -97754.937500 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -97754.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -97781.132812 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -97781.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -97790.218750 Penalty: 3337.992676
	Iteration 11Q: 3 clusters Score -97790.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -97793.554688 Penalty: 3337.992676
	Iteration 12Q: 3 clusters Score -97793.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -97796.421875 Penalty: 3337.992676
	Iteration 13Q: 3 clusters Score -97796.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -97803.578125 Penalty: 3337.992676
	Iteration 14Q: 3 clusters Score -97803.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -97813.585938 Penalty: 3337.992676
	Iteration 15Q: 3 clusters Score -97813.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -97836.937500 Penalty: 3337.992676
	Iteration 16Q: 3 clusters Score -97836.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -97852.648438 Penalty: 3337.992676
	Iteration 17Q: 3 clusters Score -97852.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -97863.218750 Penalty: 3337.992676
	Iteration 18Q: 3 clusters Score -97863.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -97870.312500 Penalty: 3337.992676
	Iteration 19Q: 3 clusters Score -97870.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -97880.289062 Penalty: 3337.992676
	Iteration 20F: 3 clusters Score -97880.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -97897.296875 Penalty: 3337.992676
	Iteration 21Q: 3 clusters Score -97897.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -97909.062500 Penalty: 3337.992676
	Iteration 22Q: 3 clusters Score -97909.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -97922.015625 Penalty: 3337.992676
	Iteration 23Q: 3 clusters Score -97922.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -97947.875000 Penalty: 3337.992676
	Iteration 24Q: 3 clusters Score -97947.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -97977.890625 Penalty: 3337.992676
	Iteration 25Q: 3 clusters Score -97977.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -98013.445312 Penalty: 3337.992676
	Iteration 26Q: 3 clusters Score -98013.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -98052.734375 Penalty: 3337.992676
	Iteration 27Q: 3 clusters Score -98052.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -98107.250000 Penalty: 3337.992676
	Iteration 28Q: 3 clusters Score -98107.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -98148.562500 Penalty: 3337.992676
	Iteration 29Q: 3 clusters Score -98148.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -98188.382812 Penalty: 3337.992676
	Iteration 30Q: 3 clusters Score -98188.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -98262.218750 Penalty: 3337.992676
	Iteration 31Q: 3 clusters Score -98262.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -98455.882812 Penalty: 3337.992676
	Iteration 32Q: 3 clusters Score -98455.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -98715.101562 Penalty: 3337.992676
	Iteration 33Q: 3 clusters Score -98715.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98846.046875 Penalty: 3337.992676
	Iteration 34Q: 3 clusters Score -98846.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -98892.710938 Penalty: 3337.992676
	Iteration 35Q: 3 clusters Score -98892.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -98945.828125 Penalty: 3337.992676
	Iteration 36Q: 3 clusters Score -98945.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -99035.250000 Penalty: 3337.992676
	Iteration 37Q: 3 clusters Score -99035.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -99103.179688 Penalty: 3337.992676
	Iteration 38Q: 3 clusters Score -99103.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -99160.906250 Penalty: 3337.992676
	Iteration 39Q: 3 clusters Score -99160.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -99171.804688 Penalty: 3337.992676
	Iteration 40F: 3 clusters Score -99171.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 33032 members 
Mstep: Class 6 contains 208852 members 
Mstep: Class 7 contains 49673 members 
Mstep: Class 8 contains 232322 members 
Mstep: Class 9 contains 3611 members 
Mstep: Class 10 contains 51384 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 12 contains 311 members 
Mstep: Class 13 contains 83380 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 687 members 
Mstep: Class 17 contains 195838 members 
Mstep: Class 21 contains 20104 members 
Mstep: Class 22 contains 5042 members 
Mstep: Class 23 contains 56650 members 
Entering Unmasked Estep 
Score: -135780848.000000 Penalty: 65085.578125
Splitting cluster 3 changes total score from -135780096.000000 to -135780848.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 4 (12650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Entering Unmasked Estep 
Score: -1781434.000000 Penalty: 2342.462402
	Iteration 0F: 2 clusters Score -1781434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1772007.250000 Penalty: 4684.924805
	Iteration 0F: 3 clusters Score -1772007 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1774825.250000 Penalty: 4684.924805
	Iteration 1F: 3 clusters Score -1774825 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1775121.625000 Penalty: 4684.924805
	Iteration 2F: 3 clusters Score -1775122 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1775346.875000 Penalty: 4684.924805
	Iteration 3Q: 3 clusters Score -1775347 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1775532.250000 Penalty: 4684.924805
	Iteration 4Q: 3 clusters Score -1775532 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1775763.625000 Penalty: 4684.924805
	Iteration 5Q: 3 clusters Score -1775764 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1776047.500000 Penalty: 4684.924805
	Iteration 6Q: 3 clusters Score -1776048 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1776418.625000 Penalty: 4684.924805
	Iteration 7Q: 3 clusters Score -1776419 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1776889.875000 Penalty: 4684.924805
	Iteration 8F: 3 clusters Score -1776890 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1777451.875000 Penalty: 4684.924805
	Iteration 9F: 3 clusters Score -1777452 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1778048.750000 Penalty: 4684.924805
	Iteration 10F: 3 clusters Score -1778049 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1778568.250000 Penalty: 4684.924805
	Iteration 11Q: 3 clusters Score -1778568 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1778915.875000 Penalty: 4684.924805
	Iteration 12Q: 3 clusters Score -1778916 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1779162.875000 Penalty: 4684.924805
	Iteration 13Q: 3 clusters Score -1779163 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1779339.375000 Penalty: 4684.924805
	Iteration 14Q: 3 clusters Score -1779339 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1779446.125000 Penalty: 4684.924805
	Iteration 15Q: 3 clusters Score -1779446 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1779509.875000 Penalty: 4684.924805
	Iteration 16Q: 3 clusters Score -1779510 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1779557.125000 Penalty: 4684.924805
	Iteration 17Q: 3 clusters Score -1779557 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1779584.125000 Penalty: 4684.924805
	Iteration 18Q: 3 clusters Score -1779584 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1779604.250000 Penalty: 4684.924805
	Iteration 19Q: 3 clusters Score -1779604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1779623.875000 Penalty: 4684.924805
	Iteration 20F: 3 clusters Score -1779624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1779643.000000 Penalty: 4684.924805
	Iteration 21Q: 3 clusters Score -1779643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1779657.625000 Penalty: 4684.924805
	Iteration 22Q: 3 clusters Score -1779658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1779674.125000 Penalty: 4684.924805
	Iteration 23Q: 3 clusters Score -1779674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1779695.125000 Penalty: 4684.924805
	Iteration 24Q: 3 clusters Score -1779695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1779726.750000 Penalty: 4684.924805
	Iteration 25Q: 3 clusters Score -1779727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1779746.750000 Penalty: 4684.924805
	Iteration 26Q: 3 clusters Score -1779747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1779783.500000 Penalty: 4684.924805
	Iteration 27Q: 3 clusters Score -1779784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1779850.625000 Penalty: 4684.924805
	Iteration 28Q: 3 clusters Score -1779851 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1779891.750000 Penalty: 4684.924805
	Iteration 29Q: 3 clusters Score -1779892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1779931.750000 Penalty: 4684.924805
	Iteration 30Q: 3 clusters Score -1779932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1779955.625000 Penalty: 4684.924805
	Iteration 31Q: 3 clusters Score -1779956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1779968.375000 Penalty: 4684.924805
	Iteration 32Q: 3 clusters Score -1779968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1779975.000000 Penalty: 4684.924805
	Iteration 33Q: 3 clusters Score -1779975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1779984.875000 Penalty: 4684.924805
	Iteration 34Q: 3 clusters Score -1779985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1779985.000000 Penalty: 4684.924805
	Iteration 35Q: 3 clusters Score -1779985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1779985.625000 Penalty: 4684.924805
	Iteration 36Q: 3 clusters Score -1779986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1779986.750000 Penalty: 4684.924805
	Iteration 37Q: 3 clusters Score -1779987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1779987.875000 Penalty: 4684.924805
	Iteration 38Q: 3 clusters Score -1779988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1779987.000000 Penalty: 4684.924805
	Iteration 39Q: 3 clusters Score -1779987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1779987.000000 Penalty: 4684.924805
	Iteration 40F: 3 clusters Score -1779987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Entering Unmasked Estep 
Score: -4638834.000000 Penalty: 2580.497559
	Iteration 0F: 2 clusters Score -4638834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -4616264.000000 Penalty: 5160.995117
	Iteration 0F: 3 clusters Score -4616264 nChanged 14949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -4624217.000000 Penalty: 5160.995117
	Iteration 1F: 3 clusters Score -4624217 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -4624615.000000 Penalty: 5160.995117
	Iteration 2Q: 3 clusters Score -4624615 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -4624918.000000 Penalty: 5160.995117
	Iteration 3Q: 3 clusters Score -4624918 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -4625155.000000 Penalty: 5160.995117
	Iteration 4Q: 3 clusters Score -4625155 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -4625369.500000 Penalty: 5160.995117
	Iteration 5Q: 3 clusters Score -4625370 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -4625568.500000 Penalty: 5160.995117
	Iteration 6Q: 3 clusters Score -4625568 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -4625758.000000 Penalty: 5160.995117
	Iteration 7Q: 3 clusters Score -4625758 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -4625951.500000 Penalty: 5160.995117
	Iteration 8Q: 3 clusters Score -4625952 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -4626118.000000 Penalty: 5160.995117
	Iteration 9Q: 3 clusters Score -4626118 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -4626273.000000 Penalty: 5160.995117
	Iteration 10Q: 3 clusters Score -4626273 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -4626463.500000 Penalty: 5160.995117
	Iteration 11Q: 3 clusters Score -4626464 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -4626696.000000 Penalty: 5160.995117
	Iteration 12Q: 3 clusters Score -4626696 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -4626985.500000 Penalty: 5160.995117
	Iteration 13Q: 3 clusters Score -4626986 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -4627369.000000 Penalty: 5160.995117
	Iteration 14Q: 3 clusters Score -4627369 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -4627947.500000 Penalty: 5160.995117
	Iteration 15Q: 3 clusters Score -4627948 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -4628853.500000 Penalty: 5160.995117
	Iteration 16Q: 3 clusters Score -4628854 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -4630124.000000 Penalty: 5160.995117
	Iteration 17F: 3 clusters Score -4630124 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -4631550.500000 Penalty: 5160.995117
	Iteration 18F: 3 clusters Score -4631550 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -4632694.500000 Penalty: 5160.995117
	Iteration 19Q: 3 clusters Score -4632694 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -4633386.500000 Penalty: 5160.995117
	Iteration 20F: 3 clusters Score -4633386 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -4633745.500000 Penalty: 5160.995117
	Iteration 21Q: 3 clusters Score -4633746 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -4633973.500000 Penalty: 5160.995117
	Iteration 22Q: 3 clusters Score -4633974 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -4634135.000000 Penalty: 5160.995117
	Iteration 23Q: 3 clusters Score -4634135 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -4634249.500000 Penalty: 5160.995117
	Iteration 24Q: 3 clusters Score -4634250 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -4634381.000000 Penalty: 5160.995117
	Iteration 25Q: 3 clusters Score -4634381 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -4634490.000000 Penalty: 5160.995117
	Iteration 26Q: 3 clusters Score -4634490 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -4634584.000000 Penalty: 5160.995117
	Iteration 27Q: 3 clusters Score -4634584 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -4634688.500000 Penalty: 5160.995117
	Iteration 28Q: 3 clusters Score -4634688 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -4634771.000000 Penalty: 5160.995117
	Iteration 29Q: 3 clusters Score -4634771 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -4634870.000000 Penalty: 5160.995117
	Iteration 30Q: 3 clusters Score -4634870 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -4634963.500000 Penalty: 5160.995117
	Iteration 31Q: 3 clusters Score -4634964 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -4635052.500000 Penalty: 5160.995117
	Iteration 32Q: 3 clusters Score -4635052 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -4635145.500000 Penalty: 5160.995117
	Iteration 33Q: 3 clusters Score -4635146 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -4635238.000000 Penalty: 5160.995117
	Iteration 34Q: 3 clusters Score -4635238 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -4635337.000000 Penalty: 5160.995117
	Iteration 35Q: 3 clusters Score -4635337 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -4635418.000000 Penalty: 5160.995117
	Iteration 36Q: 3 clusters Score -4635418 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -4635501.000000 Penalty: 5160.995117
	Iteration 37Q: 3 clusters Score -4635501 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -4635594.000000 Penalty: 5160.995117
	Iteration 38Q: 3 clusters Score -4635594 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -4635681.500000 Penalty: 5160.995117
	Iteration 39Q: 3 clusters Score -4635682 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -4635755.000000 Penalty: 5160.995117
	Iteration 40F: 3 clusters Score -4635755 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -4635849.500000 Penalty: 5160.995117
	Iteration 41Q: 3 clusters Score -4635850 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -4635966.500000 Penalty: 5160.995117
	Iteration 42Q: 3 clusters Score -4635966 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -4636052.500000 Penalty: 5160.995117
	Iteration 43Q: 3 clusters Score -4636052 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -4636134.000000 Penalty: 5160.995117
	Iteration 44Q: 3 clusters Score -4636134 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -4636196.000000 Penalty: 5160.995117
	Iteration 45Q: 3 clusters Score -4636196 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -4636266.500000 Penalty: 5160.995117
	Iteration 46Q: 3 clusters Score -4636266 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -4636317.000000 Penalty: 5160.995117
	Iteration 47Q: 3 clusters Score -4636317 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -4636364.000000 Penalty: 5160.995117
	Iteration 48Q: 3 clusters Score -4636364 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -4636391.000000 Penalty: 5160.995117
	Iteration 49Q: 3 clusters Score -4636391 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -4636437.000000 Penalty: 5160.995117
	Iteration 50Q: 3 clusters Score -4636437 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -4636479.500000 Penalty: 5160.995117
	Iteration 51Q: 3 clusters Score -4636480 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -4636513.000000 Penalty: 5160.995117
	Iteration 52Q: 3 clusters Score -4636513 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -4636539.500000 Penalty: 5160.995117
	Iteration 53Q: 3 clusters Score -4636540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -4636552.000000 Penalty: 5160.995117
	Iteration 54Q: 3 clusters Score -4636552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -4636580.000000 Penalty: 5160.995117
	Iteration 55Q: 3 clusters Score -4636580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -4636594.500000 Penalty: 5160.995117
	Iteration 56Q: 3 clusters Score -4636594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4636606.000000 Penalty: 5160.995117
	Iteration 57Q: 3 clusters Score -4636606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -4636619.500000 Penalty: 5160.995117
	Iteration 58Q: 3 clusters Score -4636620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -4636612.500000 Penalty: 5160.995117
	Iteration 59Q: 3 clusters Score -4636612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -4636622.000000 Penalty: 5160.995117
	Iteration 60F: 3 clusters Score -4636622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -4636624.000000 Penalty: 5160.995117
	Iteration 61Q: 3 clusters Score -4636624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -4636632.500000 Penalty: 5160.995117
	Iteration 62Q: 3 clusters Score -4636632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -4636632.000000 Penalty: 5160.995117
	Iteration 63Q: 3 clusters Score -4636632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -4636640.500000 Penalty: 5160.995117
	Iteration 64Q: 3 clusters Score -4636640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -4636638.500000 Penalty: 5160.995117
	Iteration 65Q: 3 clusters Score -4636638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -4636641.500000 Penalty: 5160.995117
	Iteration 66Q: 3 clusters Score -4636642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -4636647.500000 Penalty: 5160.995117
	Iteration 67Q: 3 clusters Score -4636648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -4636650.500000 Penalty: 5160.995117
	Iteration 68Q: 3 clusters Score -4636650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -4636650.500000 Penalty: 5160.995117
	Iteration 69F: 3 clusters Score -4636650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (208852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208852 members 
Entering Unmasked Estep 
Score: -29182358.000000 Penalty: 3037.846436
	Iteration 0F: 2 clusters Score -2.918236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104564 members 
Mstep: Class 2 contains 104288 members 
Entering Unmasked Estep 
Score: -29060764.000000 Penalty: 6075.692871
	Iteration 0F: 3 clusters Score -2.906076e+07 nChanged 100848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105126 members 
Mstep: Class 2 contains 103726 members 
Entering Unmasked Estep 
Score: -29118614.000000 Penalty: 6075.692871
	Iteration 1F: 3 clusters Score -2.911861e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105319 members 
Mstep: Class 2 contains 103533 members 
Entering Unmasked Estep 
Score: -29119456.000000 Penalty: 6075.692871
	Iteration 2Q: 3 clusters Score -2.911946e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105598 members 
Mstep: Class 2 contains 103254 members 
Entering Unmasked Estep 
Score: -29120642.000000 Penalty: 6075.692871
	Iteration 3Q: 3 clusters Score -2.912064e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105905 members 
Mstep: Class 2 contains 102947 members 
Entering Unmasked Estep 
Score: -29121916.000000 Penalty: 6075.692871
	Iteration 4Q: 3 clusters Score -2.912192e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106387 members 
Mstep: Class 2 contains 102465 members 
Entering Unmasked Estep 
Score: -29123624.000000 Penalty: 6075.692871
	Iteration 5Q: 3 clusters Score -2.912362e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107156 members 
Mstep: Class 2 contains 101696 members 
Entering Unmasked Estep 
Score: -29126116.000000 Penalty: 6075.692871
	Iteration 6Q: 3 clusters Score -2.912612e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108362 members 
Mstep: Class 2 contains 100490 members 
Entering Unmasked Estep 
Score: -29130290.000000 Penalty: 6075.692871
	Iteration 7Q: 3 clusters Score -2.913029e+07 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110352 members 
Mstep: Class 2 contains 98500 members 
Entering Unmasked Estep 
Score: -29136164.000000 Penalty: 6075.692871
	Iteration 8F: 3 clusters Score -2.913616e+07 nChanged 12026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113272 members 
Mstep: Class 2 contains 95580 members 
Entering Unmasked Estep 
Score: -29143538.000000 Penalty: 6075.692871
	Iteration 9F: 3 clusters Score -2.914354e+07 nChanged 12547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116999 members 
Mstep: Class 2 contains 91853 members 
Entering Unmasked Estep 
Score: -29151050.000000 Penalty: 6075.692871
	Iteration 10F: 3 clusters Score -2.915105e+07 nChanged 11892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120929 members 
Mstep: Class 2 contains 87923 members 
Entering Unmasked Estep 
Score: -29157562.000000 Penalty: 6075.692871
	Iteration 11F: 3 clusters Score -2.915756e+07 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124346 members 
Mstep: Class 2 contains 84506 members 
Entering Unmasked Estep 
Score: -29162070.000000 Penalty: 6075.692871
	Iteration 12Q: 3 clusters Score -2.916207e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126944 members 
Mstep: Class 2 contains 81908 members 
Entering Unmasked Estep 
Score: -29165202.000000 Penalty: 6075.692871
	Iteration 13Q: 3 clusters Score -2.91652e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128954 members 
Mstep: Class 2 contains 79898 members 
Entering Unmasked Estep 
Score: -29166746.000000 Penalty: 6075.692871
	Iteration 14Q: 3 clusters Score -2.916675e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130479 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
Score: -29167332.000000 Penalty: 6075.692871
	Iteration 15Q: 3 clusters Score -2.916733e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131798 members 
Mstep: Class 2 contains 77054 members 
Entering Unmasked Estep 
Score: -29167954.000000 Penalty: 6075.692871
	Iteration 16Q: 3 clusters Score -2.916795e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133082 members 
Mstep: Class 2 contains 75770 members 
Entering Unmasked Estep 
Score: -29168330.000000 Penalty: 6075.692871
	Iteration 17Q: 3 clusters Score -2.916833e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134287 members 
Mstep: Class 2 contains 74565 members 
Entering Unmasked Estep 
Score: -29168586.000000 Penalty: 6075.692871
	Iteration 18Q: 3 clusters Score -2.916859e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135515 members 
Mstep: Class 2 contains 73337 members 
Entering Unmasked Estep 
Score: -29168760.000000 Penalty: 6075.692871
	Iteration 19Q: 3 clusters Score -2.916876e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136739 members 
Mstep: Class 2 contains 72113 members 
Entering Unmasked Estep 
Score: -29169074.000000 Penalty: 6075.692871
	Iteration 20F: 3 clusters Score -2.916907e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137989 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
Score: -29169372.000000 Penalty: 6075.692871
	Iteration 21Q: 3 clusters Score -2.916937e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139327 members 
Mstep: Class 2 contains 69525 members 
Entering Unmasked Estep 
Score: -29169606.000000 Penalty: 6075.692871
	Iteration 22Q: 3 clusters Score -2.916961e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140758 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -29169918.000000 Penalty: 6075.692871
	Iteration 23Q: 3 clusters Score -2.916992e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142212 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -29170154.000000 Penalty: 6075.692871
	Iteration 24Q: 3 clusters Score -2.917015e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143672 members 
Mstep: Class 2 contains 65180 members 
Entering Unmasked Estep 
Score: -29170468.000000 Penalty: 6075.692871
	Iteration 25Q: 3 clusters Score -2.917047e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145211 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
Score: -29170740.000000 Penalty: 6075.692871
	Iteration 26Q: 3 clusters Score -2.917074e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146843 members 
Mstep: Class 2 contains 62009 members 
Entering Unmasked Estep 
Score: -29171226.000000 Penalty: 6075.692871
	Iteration 27Q: 3 clusters Score -2.917123e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148441 members 
Mstep: Class 2 contains 60411 members 
Entering Unmasked Estep 
Score: -29171404.000000 Penalty: 6075.692871
	Iteration 28Q: 3 clusters Score -2.91714e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150057 members 
Mstep: Class 2 contains 58795 members 
Entering Unmasked Estep 
Score: -29171760.000000 Penalty: 6075.692871
	Iteration 29Q: 3 clusters Score -2.917176e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151803 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -29172248.000000 Penalty: 6075.692871
	Iteration 30Q: 3 clusters Score -2.917225e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153609 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -29172804.000000 Penalty: 6075.692871
	Iteration 31Q: 3 clusters Score -2.91728e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155508 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -29173184.000000 Penalty: 6075.692871
	Iteration 32Q: 3 clusters Score -2.917318e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157536 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -29173790.000000 Penalty: 6075.692871
	Iteration 33Q: 3 clusters Score -2.917379e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159684 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -29174320.000000 Penalty: 6075.692871
	Iteration 34Q: 3 clusters Score -2.917432e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161878 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -29174794.000000 Penalty: 6075.692871
	Iteration 35Q: 3 clusters Score -2.917479e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164042 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -29175472.000000 Penalty: 6075.692871
	Iteration 36Q: 3 clusters Score -2.917547e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166247 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -29176072.000000 Penalty: 6075.692871
	Iteration 37Q: 3 clusters Score -2.917607e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168418 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -29176722.000000 Penalty: 6075.692871
	Iteration 38Q: 3 clusters Score -2.917672e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170603 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -29177208.000000 Penalty: 6075.692871
	Iteration 39Q: 3 clusters Score -2.917721e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172794 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -29177790.000000 Penalty: 6075.692871
	Iteration 40F: 3 clusters Score -2.917779e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175038 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -29178452.000000 Penalty: 6075.692871
	Iteration 41Q: 3 clusters Score -2.917845e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177299 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -29179264.000000 Penalty: 6075.692871
	Iteration 42Q: 3 clusters Score -2.917926e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179493 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -29180016.000000 Penalty: 6075.692871
	Iteration 43Q: 3 clusters Score -2.918002e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181593 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -29180636.000000 Penalty: 6075.692871
	Iteration 44Q: 3 clusters Score -2.918064e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183702 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -29181370.000000 Penalty: 6075.692871
	Iteration 45Q: 3 clusters Score -2.918137e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185666 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -29181786.000000 Penalty: 6075.692871
	Iteration 46Q: 3 clusters Score -2.918179e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187523 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -29182376.000000 Penalty: 6075.692871
	Iteration 47Q: 3 clusters Score -2.918238e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189254 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -29182860.000000 Penalty: 6075.692871
	Iteration 48Q: 3 clusters Score -2.918286e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190869 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -29183272.000000 Penalty: 6075.692871
	Iteration 49Q: 3 clusters Score -2.918327e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192395 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -29183624.000000 Penalty: 6075.692871
	Iteration 50Q: 3 clusters Score -2.918362e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193775 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -29184024.000000 Penalty: 6075.692871
	Iteration 51Q: 3 clusters Score -2.918402e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195036 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -29184440.000000 Penalty: 6075.692871
	Iteration 52Q: 3 clusters Score -2.918444e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196155 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -29184670.000000 Penalty: 6075.692871
	Iteration 53Q: 3 clusters Score -2.918467e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197137 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -29184772.000000 Penalty: 6075.692871
	Iteration 54Q: 3 clusters Score -2.918477e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198004 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -29184862.000000 Penalty: 6075.692871
	Iteration 55Q: 3 clusters Score -2.918486e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198747 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -29184862.000000 Penalty: 6075.692871
	Iteration 56Q: 3 clusters Score -2.918486e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199405 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -29184776.000000 Penalty: 6075.692871
	Iteration 57Q: 3 clusters Score -2.918478e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199957 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -29184802.000000 Penalty: 6075.692871
	Iteration 58Q: 3 clusters Score -2.91848e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200400 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -29184844.000000 Penalty: 6075.692871
	Iteration 59Q: 3 clusters Score -2.918484e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200772 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -29184762.000000 Penalty: 6075.692871
	Iteration 60F: 3 clusters Score -2.918476e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201070 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -29184730.000000 Penalty: 6075.692871
	Iteration 61Q: 3 clusters Score -2.918473e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201285 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -29184692.000000 Penalty: 6075.692871
	Iteration 62Q: 3 clusters Score -2.918469e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201518 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -29184672.000000 Penalty: 6075.692871
	Iteration 63Q: 3 clusters Score -2.918467e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201738 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -29184642.000000 Penalty: 6075.692871
	Iteration 64Q: 3 clusters Score -2.918464e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201938 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -29184600.000000 Penalty: 6075.692871
	Iteration 65Q: 3 clusters Score -2.91846e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202097 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -29184538.000000 Penalty: 6075.692871
	Iteration 66Q: 3 clusters Score -2.918454e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202230 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -29184530.000000 Penalty: 6075.692871
	Iteration 67Q: 3 clusters Score -2.918453e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202353 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -29184534.000000 Penalty: 6075.692871
	Iteration 68Q: 3 clusters Score -2.918453e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202465 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -29184516.000000 Penalty: 6075.692871
	Iteration 69Q: 3 clusters Score -2.918452e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202579 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -29184568.000000 Penalty: 6075.692871
	Iteration 70Q: 3 clusters Score -2.918457e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202662 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -29184576.000000 Penalty: 6075.692871
	Iteration 71Q: 3 clusters Score -2.918458e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202751 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -29184576.000000 Penalty: 6075.692871
	Iteration 72Q: 3 clusters Score -2.918458e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202829 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -29184560.000000 Penalty: 6075.692871
	Iteration 73Q: 3 clusters Score -2.918456e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202900 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -29184508.000000 Penalty: 6075.692871
	Iteration 74Q: 3 clusters Score -2.918451e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202962 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -29184498.000000 Penalty: 6075.692871
	Iteration 75Q: 3 clusters Score -2.91845e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203017 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -29184484.000000 Penalty: 6075.692871
	Iteration 76Q: 3 clusters Score -2.918448e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203062 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -29184488.000000 Penalty: 6075.692871
	Iteration 77Q: 3 clusters Score -2.918449e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203099 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -29184462.000000 Penalty: 6075.692871
	Iteration 78Q: 3 clusters Score -2.918446e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203134 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -29184444.000000 Penalty: 6075.692871
	Iteration 79Q: 3 clusters Score -2.918444e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203161 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -29184420.000000 Penalty: 6075.692871
	Iteration 80F: 3 clusters Score -2.918442e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203185 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -29184394.000000 Penalty: 6075.692871
	Iteration 81Q: 3 clusters Score -2.918439e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203203 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -29184398.000000 Penalty: 6075.692871
	Iteration 82Q: 3 clusters Score -2.91844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203221 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -29184398.000000 Penalty: 6075.692871
	Iteration 83Q: 3 clusters Score -2.91844e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203235 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -29184392.000000 Penalty: 6075.692871
	Iteration 84Q: 3 clusters Score -2.918439e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203253 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -29184368.000000 Penalty: 6075.692871
	Iteration 85Q: 3 clusters Score -2.918437e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203275 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -29184372.000000 Penalty: 6075.692871
	Iteration 86Q: 3 clusters Score -2.918437e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203298 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -29184364.000000 Penalty: 6075.692871
	Iteration 87Q: 3 clusters Score -2.918436e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203318 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -29184376.000000 Penalty: 6075.692871
	Iteration 88Q: 3 clusters Score -2.918438e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203337 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -29184378.000000 Penalty: 6075.692871
	Iteration 89Q: 3 clusters Score -2.918438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203353 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -29184374.000000 Penalty: 6075.692871
	Iteration 90Q: 3 clusters Score -2.918437e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203368 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -29184380.000000 Penalty: 6075.692871
	Iteration 91Q: 3 clusters Score -2.918438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203378 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -29184384.000000 Penalty: 6075.692871
	Iteration 92Q: 3 clusters Score -2.918438e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203395 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -29184408.000000 Penalty: 6075.692871
	Iteration 93Q: 3 clusters Score -2.918441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203401 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -29184404.000000 Penalty: 6075.692871
	Iteration 94Q: 3 clusters Score -2.91844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203406 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -29184388.000000 Penalty: 6075.692871
	Iteration 95Q: 3 clusters Score -2.918439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203409 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -29184398.000000 Penalty: 6075.692871
	Iteration 96Q: 3 clusters Score -2.91844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203412 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -29184380.000000 Penalty: 6075.692871
	Iteration 97Q: 3 clusters Score -2.918438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203414 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -29184380.000000 Penalty: 6075.692871
	Iteration 98Q: 3 clusters Score -2.918438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203416 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -29184382.000000 Penalty: 6075.692871
	Iteration 99Q: 3 clusters Score -2.918438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203420 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -29184398.000000 Penalty: 6075.692871
	Iteration 100F: 3 clusters Score -2.91844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203423 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -29184400.000000 Penalty: 6075.692871
	Iteration 101Q: 3 clusters Score -2.91844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203426 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -29184396.000000 Penalty: 6075.692871
	Iteration 102Q: 3 clusters Score -2.91844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203427 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -29184378.000000 Penalty: 6075.692871
	Iteration 103Q: 3 clusters Score -2.918438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203428 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -29184390.000000 Penalty: 6075.692871
	Iteration 104Q: 3 clusters Score -2.918439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203430 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -29184386.000000 Penalty: 6075.692871
	Iteration 105Q: 3 clusters Score -2.918439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203434 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -29184400.000000 Penalty: 6075.692871
	Iteration 106Q: 3 clusters Score -2.91844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203438 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -29184390.000000 Penalty: 6075.692871
	Iteration 107Q: 3 clusters Score -2.918439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203439 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -29184400.000000 Penalty: 6075.692871
	Iteration 108Q: 3 clusters Score -2.91844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203439 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -29184400.000000 Penalty: 6075.692871
	Iteration 109F: 3 clusters Score -2.91844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 33032 members 
Mstep: Class 6 contains 203439 members 
Mstep: Class 7 contains 49673 members 
Mstep: Class 8 contains 232322 members 
Mstep: Class 9 contains 3611 members 
Mstep: Class 10 contains 51384 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 12 contains 311 members 
Mstep: Class 13 contains 83380 members 
Mstep: Class 14 contains 5413 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 687 members 
Mstep: Class 17 contains 195838 members 
Mstep: Class 21 contains 20104 members 
Mstep: Class 22 contains 5042 members 
Mstep: Class 23 contains 56650 members 
Entering Unmasked Estep 
Score: -135782752.000000 Penalty: 68511.132812
Splitting cluster 6 changes total score from -135780096.000000 to -135782752.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 7 (49673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Entering Unmasked Estep 
Score: -6721994.500000 Penalty: 2681.677734
	Iteration 0F: 2 clusters Score -6721994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -6688333.000000 Penalty: 5363.355469
	Iteration 0F: 3 clusters Score -6688333 nChanged 23028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -6701050.500000 Penalty: 5363.355469
	Iteration 1F: 3 clusters Score -6701050 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -6701559.000000 Penalty: 5363.355469
	Iteration 2Q: 3 clusters Score -6701559 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -6702087.000000 Penalty: 5363.355469
	Iteration 3Q: 3 clusters Score -6702087 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -6702597.500000 Penalty: 5363.355469
	Iteration 4Q: 3 clusters Score -6702598 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -6703209.500000 Penalty: 5363.355469
	Iteration 5Q: 3 clusters Score -6703210 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -6703934.500000 Penalty: 5363.355469
	Iteration 6Q: 3 clusters Score -6703934 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -6704699.500000 Penalty: 5363.355469
	Iteration 7Q: 3 clusters Score -6704700 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -6705664.500000 Penalty: 5363.355469
	Iteration 8Q: 3 clusters Score -6705664 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -6706616.500000 Penalty: 5363.355469
	Iteration 9Q: 3 clusters Score -6706616 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -6707480.000000 Penalty: 5363.355469
	Iteration 10Q: 3 clusters Score -6707480 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -6708282.000000 Penalty: 5363.355469
	Iteration 11Q: 3 clusters Score -6708282 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -6709111.500000 Penalty: 5363.355469
	Iteration 12Q: 3 clusters Score -6709112 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -6710151.500000 Penalty: 5363.355469
	Iteration 13Q: 3 clusters Score -6710152 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -6711346.000000 Penalty: 5363.355469
	Iteration 14Q: 3 clusters Score -6711346 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -6712702.500000 Penalty: 5363.355469
	Iteration 15Q: 3 clusters Score -6712702 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -6714172.000000 Penalty: 5363.355469
	Iteration 16Q: 3 clusters Score -6714172 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -6715515.500000 Penalty: 5363.355469
	Iteration 17Q: 3 clusters Score -6715516 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -6716620.000000 Penalty: 5363.355469
	Iteration 18Q: 3 clusters Score -6716620 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -6717601.500000 Penalty: 5363.355469
	Iteration 19Q: 3 clusters Score -6717602 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -6718518.500000 Penalty: 5363.355469
	Iteration 20F: 3 clusters Score -6718518 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -6719262.500000 Penalty: 5363.355469
	Iteration 21Q: 3 clusters Score -6719262 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -6719844.000000 Penalty: 5363.355469
	Iteration 22Q: 3 clusters Score -6719844 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -6720280.000000 Penalty: 5363.355469
	Iteration 23Q: 3 clusters Score -6720280 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -6720630.500000 Penalty: 5363.355469
	Iteration 24Q: 3 clusters Score -6720630 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -6720922.000000 Penalty: 5363.355469
	Iteration 25Q: 3 clusters Score -6720922 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -6721156.500000 Penalty: 5363.355469
	Iteration 26Q: 3 clusters Score -6721156 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -6721359.500000 Penalty: 5363.355469
	Iteration 27Q: 3 clusters Score -6721360 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -6721502.500000 Penalty: 5363.355469
	Iteration 28Q: 3 clusters Score -6721502 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -6721597.500000 Penalty: 5363.355469
	Iteration 29Q: 3 clusters Score -6721598 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -6721701.000000 Penalty: 5363.355469
	Iteration 30Q: 3 clusters Score -6721701 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -6721784.000000 Penalty: 5363.355469
	Iteration 31Q: 3 clusters Score -6721784 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -6721827.500000 Penalty: 5363.355469
	Iteration 32Q: 3 clusters Score -6721828 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -6721856.000000 Penalty: 5363.355469
	Iteration 33Q: 3 clusters Score -6721856 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -6721837.500000 Penalty: 5363.355469
	Iteration 34Q: 3 clusters Score -6721838 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -6721866.500000 Penalty: 5363.355469
	Iteration 35Q: 3 clusters Score -6721866 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -6721868.500000 Penalty: 5363.355469
	Iteration 36Q: 3 clusters Score -6721868 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -6721868.500000 Penalty: 5363.355469
	Iteration 37Q: 3 clusters Score -6721868 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -6721904.000000 Penalty: 5363.355469
	Iteration 38Q: 3 clusters Score -6721904 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -6721902.500000 Penalty: 5363.355469
	Iteration 39Q: 3 clusters Score -6721902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -6721913.500000 Penalty: 5363.355469
	Iteration 40F: 3 clusters Score -6721914 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -6721919.500000 Penalty: 5363.355469
	Iteration 41Q: 3 clusters Score -6721920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -6721933.000000 Penalty: 5363.355469
	Iteration 42Q: 3 clusters Score -6721933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -6721934.000000 Penalty: 5363.355469
	Iteration 43Q: 3 clusters Score -6721934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -6721935.000000 Penalty: 5363.355469
	Iteration 44Q: 3 clusters Score -6721935 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -6721943.000000 Penalty: 5363.355469
	Iteration 45Q: 3 clusters Score -6721943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -6721947.500000 Penalty: 5363.355469
	Iteration 46Q: 3 clusters Score -6721948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -6721947.500000 Penalty: 5363.355469
	Iteration 47Q: 3 clusters Score -6721948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -6721946.500000 Penalty: 5363.355469
	Iteration 48Q: 3 clusters Score -6721946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -6721955.500000 Penalty: 5363.355469
	Iteration 49Q: 3 clusters Score -6721956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -6721946.000000 Penalty: 5363.355469
	Iteration 50Q: 3 clusters Score -6721946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -6721938.000000 Penalty: 5363.355469
	Iteration 51Q: 3 clusters Score -6721938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -6721941.500000 Penalty: 5363.355469
	Iteration 52Q: 3 clusters Score -6721942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -6721947.000000 Penalty: 5363.355469
	Iteration 53Q: 3 clusters Score -6721947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -6721964.000000 Penalty: 5363.355469
	Iteration 54Q: 3 clusters Score -6721964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -6721960.500000 Penalty: 5363.355469
	Iteration 55Q: 3 clusters Score -6721960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -6721966.000000 Penalty: 5363.355469
	Iteration 56Q: 3 clusters Score -6721966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -6721959.000000 Penalty: 5363.355469
	Iteration 57Q: 3 clusters Score -6721959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -6721961.000000 Penalty: 5363.355469
	Iteration 58Q: 3 clusters Score -6721961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -6721959.000000 Penalty: 5363.355469
	Iteration 59Q: 3 clusters Score -6721959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -6721962.000000 Penalty: 5363.355469
	Iteration 60F: 3 clusters Score -6721962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -6721961.000000 Penalty: 5363.355469
	Iteration 61Q: 3 clusters Score -6721961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -6721954.000000 Penalty: 5363.355469
	Iteration 62Q: 3 clusters Score -6721954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -6721951.500000 Penalty: 5363.355469
	Iteration 63Q: 3 clusters Score -6721952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -6721949.500000 Penalty: 5363.355469
	Iteration 64Q: 3 clusters Score -6721950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -6721949.500000 Penalty: 5363.355469
	Iteration 65F: 3 clusters Score -6721950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (232322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232322 members 
Entering Unmasked Estep 
Score: -31973770.000000 Penalty: 3064.258301
	Iteration 0F: 2 clusters Score -3.197377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116207 members 
Mstep: Class 2 contains 116115 members 
Entering Unmasked Estep 
Score: -31822066.000000 Penalty: 6128.516602
	Iteration 0F: 3 clusters Score -3.182207e+07 nChanged 111885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116130 members 
Mstep: Class 2 contains 116192 members 
Entering Unmasked Estep 
Score: -31887974.000000 Penalty: 6128.516602
	Iteration 1F: 3 clusters Score -3.188797e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116186 members 
Mstep: Class 2 contains 116136 members 
Entering Unmasked Estep 
Score: -31889084.000000 Penalty: 6128.516602
	Iteration 2Q: 3 clusters Score -3.188908e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116183 members 
Mstep: Class 2 contains 116139 members 
Entering Unmasked Estep 
Score: -31890536.000000 Penalty: 6128.516602
	Iteration 3Q: 3 clusters Score -3.189054e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116084 members 
Mstep: Class 2 contains 116238 members 
Entering Unmasked Estep 
Score: -31892418.000000 Penalty: 6128.516602
	Iteration 4Q: 3 clusters Score -3.189242e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115920 members 
Mstep: Class 2 contains 116402 members 
Entering Unmasked Estep 
Score: -31895222.000000 Penalty: 6128.516602
	Iteration 5Q: 3 clusters Score -3.189522e+07 nChanged 9476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115794 members 
Mstep: Class 2 contains 116528 members 
Entering Unmasked Estep 
Score: -31898948.000000 Penalty: 6128.516602
	Iteration 6Q: 3 clusters Score -3.189895e+07 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115899 members 
Mstep: Class 2 contains 116423 members 
Entering Unmasked Estep 
Score: -31904928.000000 Penalty: 6128.516602
	Iteration 7Q: 3 clusters Score -3.190493e+07 nChanged 13112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116225 members 
Mstep: Class 2 contains 116097 members 
Entering Unmasked Estep 
Score: -31913834.000000 Penalty: 6128.516602
	Iteration 8F: 3 clusters Score -3.191383e+07 nChanged 14770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116659 members 
Mstep: Class 2 contains 115663 members 
Entering Unmasked Estep 
Score: -31924338.000000 Penalty: 6128.516602
	Iteration 9F: 3 clusters Score -3.192434e+07 nChanged 14129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117078 members 
Mstep: Class 2 contains 115244 members 
Entering Unmasked Estep 
Score: -31932806.000000 Penalty: 6128.516602
	Iteration 10F: 3 clusters Score -3.193281e+07 nChanged 10354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117346 members 
Mstep: Class 2 contains 114976 members 
Entering Unmasked Estep 
Score: -31936310.000000 Penalty: 6128.516602
	Iteration 11Q: 3 clusters Score -3.193631e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117715 members 
Mstep: Class 2 contains 114607 members 
Entering Unmasked Estep 
Score: -31937642.000000 Penalty: 6128.516602
	Iteration 12Q: 3 clusters Score -3.193764e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118103 members 
Mstep: Class 2 contains 114219 members 
Entering Unmasked Estep 
Score: -31938232.000000 Penalty: 6128.516602
	Iteration 13Q: 3 clusters Score -3.193823e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118666 members 
Mstep: Class 2 contains 113656 members 
Entering Unmasked Estep 
Score: -31938654.000000 Penalty: 6128.516602
	Iteration 14Q: 3 clusters Score -3.193865e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119392 members 
Mstep: Class 2 contains 112930 members 
Entering Unmasked Estep 
Score: -31939076.000000 Penalty: 6128.516602
	Iteration 15Q: 3 clusters Score -3.193908e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120291 members 
Mstep: Class 2 contains 112031 members 
Entering Unmasked Estep 
Score: -31939430.000000 Penalty: 6128.516602
	Iteration 16Q: 3 clusters Score -3.193943e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121231 members 
Mstep: Class 2 contains 111091 members 
Entering Unmasked Estep 
Score: -31939800.000000 Penalty: 6128.516602
	Iteration 17Q: 3 clusters Score -3.19398e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122415 members 
Mstep: Class 2 contains 109907 members 
Entering Unmasked Estep 
Score: -31940234.000000 Penalty: 6128.516602
	Iteration 18Q: 3 clusters Score -3.194023e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123760 members 
Mstep: Class 2 contains 108562 members 
Entering Unmasked Estep 
Score: -31940878.000000 Penalty: 6128.516602
	Iteration 19Q: 3 clusters Score -3.194088e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125136 members 
Mstep: Class 2 contains 107186 members 
Entering Unmasked Estep 
Score: -31941326.000000 Penalty: 6128.516602
	Iteration 20F: 3 clusters Score -3.194133e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126637 members 
Mstep: Class 2 contains 105685 members 
Entering Unmasked Estep 
Score: -31941740.000000 Penalty: 6128.516602
	Iteration 21Q: 3 clusters Score -3.194174e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128309 members 
Mstep: Class 2 contains 104013 members 
Entering Unmasked Estep 
Score: -31942378.000000 Penalty: 6128.516602
	Iteration 22Q: 3 clusters Score -3.194238e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130129 members 
Mstep: Class 2 contains 102193 members 
Entering Unmasked Estep 
Score: -31942976.000000 Penalty: 6128.516602
	Iteration 23Q: 3 clusters Score -3.194298e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132008 members 
Mstep: Class 2 contains 100314 members 
Entering Unmasked Estep 
Score: -31943818.000000 Penalty: 6128.516602
	Iteration 24Q: 3 clusters Score -3.194382e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133997 members 
Mstep: Class 2 contains 98325 members 
Entering Unmasked Estep 
Score: -31944770.000000 Penalty: 6128.516602
	Iteration 25Q: 3 clusters Score -3.194477e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136139 members 
Mstep: Class 2 contains 96183 members 
Entering Unmasked Estep 
Score: -31945752.000000 Penalty: 6128.516602
	Iteration 26Q: 3 clusters Score -3.194575e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138394 members 
Mstep: Class 2 contains 93928 members 
Entering Unmasked Estep 
Score: -31946790.000000 Penalty: 6128.516602
	Iteration 27Q: 3 clusters Score -3.194679e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140620 members 
Mstep: Class 2 contains 91702 members 
Entering Unmasked Estep 
Score: -31947728.000000 Penalty: 6128.516602
	Iteration 28Q: 3 clusters Score -3.194773e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142929 members 
Mstep: Class 2 contains 89393 members 
Entering Unmasked Estep 
Score: -31948608.000000 Penalty: 6128.516602
	Iteration 29Q: 3 clusters Score -3.194861e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145151 members 
Mstep: Class 2 contains 87171 members 
Entering Unmasked Estep 
Score: -31949196.000000 Penalty: 6128.516602
	Iteration 30Q: 3 clusters Score -3.19492e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147239 members 
Mstep: Class 2 contains 85083 members 
Entering Unmasked Estep 
Score: -31949904.000000 Penalty: 6128.516602
	Iteration 31Q: 3 clusters Score -3.19499e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149288 members 
Mstep: Class 2 contains 83034 members 
Entering Unmasked Estep 
Score: -31950636.000000 Penalty: 6128.516602
	Iteration 32Q: 3 clusters Score -3.195064e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151305 members 
Mstep: Class 2 contains 81017 members 
Entering Unmasked Estep 
Score: -31951356.000000 Penalty: 6128.516602
	Iteration 33Q: 3 clusters Score -3.195136e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153288 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -31951974.000000 Penalty: 6128.516602
	Iteration 34Q: 3 clusters Score -3.195197e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155208 members 
Mstep: Class 2 contains 77114 members 
Entering Unmasked Estep 
Score: -31952512.000000 Penalty: 6128.516602
	Iteration 35Q: 3 clusters Score -3.195251e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157205 members 
Mstep: Class 2 contains 75117 members 
Entering Unmasked Estep 
Score: -31953004.000000 Penalty: 6128.516602
	Iteration 36Q: 3 clusters Score -3.1953e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159230 members 
Mstep: Class 2 contains 73092 members 
Entering Unmasked Estep 
Score: -31953506.000000 Penalty: 6128.516602
	Iteration 37Q: 3 clusters Score -3.195351e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161304 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -31954122.000000 Penalty: 6128.516602
	Iteration 38Q: 3 clusters Score -3.195412e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163398 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -31954570.000000 Penalty: 6128.516602
	Iteration 39Q: 3 clusters Score -3.195457e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165630 members 
Mstep: Class 2 contains 66692 members 
Entering Unmasked Estep 
Score: -31955238.000000 Penalty: 6128.516602
	Iteration 40F: 3 clusters Score -3.195524e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168025 members 
Mstep: Class 2 contains 64297 members 
Entering Unmasked Estep 
Score: -31955828.000000 Penalty: 6128.516602
	Iteration 41Q: 3 clusters Score -3.195583e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170566 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -31956480.000000 Penalty: 6128.516602
	Iteration 42Q: 3 clusters Score -3.195648e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173174 members 
Mstep: Class 2 contains 59148 members 
Entering Unmasked Estep 
Score: -31957158.000000 Penalty: 6128.516602
	Iteration 43Q: 3 clusters Score -3.195716e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175800 members 
Mstep: Class 2 contains 56522 members 
Entering Unmasked Estep 
Score: -31957900.000000 Penalty: 6128.516602
	Iteration 44Q: 3 clusters Score -3.19579e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178576 members 
Mstep: Class 2 contains 53746 members 
Entering Unmasked Estep 
Score: -31958726.000000 Penalty: 6128.516602
	Iteration 45Q: 3 clusters Score -3.195873e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181374 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -31959394.000000 Penalty: 6128.516602
	Iteration 46Q: 3 clusters Score -3.195939e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184281 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -31960294.000000 Penalty: 6128.516602
	Iteration 47Q: 3 clusters Score -3.196029e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187392 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -31961356.000000 Penalty: 6128.516602
	Iteration 48Q: 3 clusters Score -3.196136e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190586 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -31962630.000000 Penalty: 6128.516602
	Iteration 49Q: 3 clusters Score -3.196263e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193816 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -31964026.000000 Penalty: 6128.516602
	Iteration 50Q: 3 clusters Score -3.196403e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196933 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -31965130.000000 Penalty: 6128.516602
	Iteration 51Q: 3 clusters Score -3.196513e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200046 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -31966474.000000 Penalty: 6128.516602
	Iteration 52Q: 3 clusters Score -3.196647e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202898 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -31967580.000000 Penalty: 6128.516602
	Iteration 53Q: 3 clusters Score -3.196758e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205614 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -31968424.000000 Penalty: 6128.516602
	Iteration 54Q: 3 clusters Score -3.196842e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208026 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -31969394.000000 Penalty: 6128.516602
	Iteration 55Q: 3 clusters Score -3.196939e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210195 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -31970198.000000 Penalty: 6128.516602
	Iteration 56Q: 3 clusters Score -3.19702e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212105 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -31970876.000000 Penalty: 6128.516602
	Iteration 57Q: 3 clusters Score -3.197088e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213810 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -31971454.000000 Penalty: 6128.516602
	Iteration 58Q: 3 clusters Score -3.197145e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215385 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -31971950.000000 Penalty: 6128.516602
	Iteration 59Q: 3 clusters Score -3.197195e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216790 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -31972448.000000 Penalty: 6128.516602
	Iteration 60F: 3 clusters Score -3.197245e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218178 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -31972926.000000 Penalty: 6128.516602
	Iteration 61Q: 3 clusters Score -3.197293e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219457 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -31973144.000000 Penalty: 6128.516602
	Iteration 62Q: 3 clusters Score -3.197314e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220569 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -31973362.000000 Penalty: 6128.516602
	Iteration 63Q: 3 clusters Score -3.197336e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221550 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -31973666.000000 Penalty: 6128.516602
	Iteration 64Q: 3 clusters Score -3.197367e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222422 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -31973788.000000 Penalty: 6128.516602
	Iteration 65Q: 3 clusters Score -3.197379e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223182 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -31973838.000000 Penalty: 6128.516602
	Iteration 66Q: 3 clusters Score -3.197384e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223864 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -31973892.000000 Penalty: 6128.516602
	Iteration 67Q: 3 clusters Score -3.197389e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224466 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -31973808.000000 Penalty: 6128.516602
	Iteration 68Q: 3 clusters Score -3.197381e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225011 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -31973886.000000 Penalty: 6128.516602
	Iteration 69Q: 3 clusters Score -3.197389e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225522 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -31973816.000000 Penalty: 6128.516602
	Iteration 70Q: 3 clusters Score -3.197382e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225988 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -31973744.000000 Penalty: 6128.516602
	Iteration 71Q: 3 clusters Score -3.197374e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226427 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -31973776.000000 Penalty: 6128.516602
	Iteration 72Q: 3 clusters Score -3.197378e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226804 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -31973724.000000 Penalty: 6128.516602
	Iteration 73Q: 3 clusters Score -3.197372e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227143 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -31973678.000000 Penalty: 6128.516602
	Iteration 74Q: 3 clusters Score -3.197368e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227431 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -31973638.000000 Penalty: 6128.516602
	Iteration 75Q: 3 clusters Score -3.197364e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227661 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -31973626.000000 Penalty: 6128.516602
	Iteration 76Q: 3 clusters Score -3.197363e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227872 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -31973616.000000 Penalty: 6128.516602
	Iteration 77Q: 3 clusters Score -3.197362e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228075 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -31973554.000000 Penalty: 6128.516602
	Iteration 78Q: 3 clusters Score -3.197355e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228256 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -31973524.000000 Penalty: 6128.516602
	Iteration 79Q: 3 clusters Score -3.197352e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228437 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -31973492.000000 Penalty: 6128.516602
	Iteration 80F: 3 clusters Score -3.197349e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228608 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -31973410.000000 Penalty: 6128.516602
	Iteration 81Q: 3 clusters Score -3.197341e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228740 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -31973390.000000 Penalty: 6128.516602
	Iteration 82Q: 3 clusters Score -3.197339e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228876 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -31973280.000000 Penalty: 6128.516602
	Iteration 83Q: 3 clusters Score -3.197328e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228980 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -31973226.000000 Penalty: 6128.516602
	Iteration 84Q: 3 clusters Score -3.197323e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229089 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -31973200.000000 Penalty: 6128.516602
	Iteration 85Q: 3 clusters Score -3.19732e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229205 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -31973224.000000 Penalty: 6128.516602
	Iteration 86Q: 3 clusters Score -3.197322e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229319 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -31973108.000000 Penalty: 6128.516602
	Iteration 87Q: 3 clusters Score -3.197311e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229417 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -31973096.000000 Penalty: 6128.516602
	Iteration 88Q: 3 clusters Score -3.19731e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229519 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -31973022.000000 Penalty: 6128.516602
	Iteration 89Q: 3 clusters Score -3.197302e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229608 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -31972936.000000 Penalty: 6128.516602
	Iteration 90Q: 3 clusters Score -3.197294e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229699 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -31972874.000000 Penalty: 6128.516602
	Iteration 91Q: 3 clusters Score -3.197287e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229766 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -31972858.000000 Penalty: 6128.516602
	Iteration 92Q: 3 clusters Score -3.197286e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229830 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -31972818.000000 Penalty: 6128.516602
	Iteration 93Q: 3 clusters Score -3.197282e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229874 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -31972776.000000 Penalty: 6128.516602
	Iteration 94Q: 3 clusters Score -3.197278e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229913 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -31972768.000000 Penalty: 6128.516602
	Iteration 95Q: 3 clusters Score -3.197277e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229935 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -31972778.000000 Penalty: 6128.516602
	Iteration 96Q: 3 clusters Score -3.197278e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229961 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -31972768.000000 Penalty: 6128.516602
	Iteration 97Q: 3 clusters Score -3.197277e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229987 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -31972698.000000 Penalty: 6128.516602
	Iteration 98Q: 3 clusters Score -3.19727e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230016 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -31972706.000000 Penalty: 6128.516602
	Iteration 99Q: 3 clusters Score -3.197271e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230047 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -31972702.000000 Penalty: 6128.516602
	Iteration 100F: 3 clusters Score -3.19727e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230069 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -31972674.000000 Penalty: 6128.516602
	Iteration 101Q: 3 clusters Score -3.197267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230089 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -31972652.000000 Penalty: 6128.516602
	Iteration 102Q: 3 clusters Score -3.197265e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230109 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -31972628.000000 Penalty: 6128.516602
	Iteration 103Q: 3 clusters Score -3.197263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230121 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -31972616.000000 Penalty: 6128.516602
	Iteration 104Q: 3 clusters Score -3.197262e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230138 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -31972626.000000 Penalty: 6128.516602
	Iteration 105Q: 3 clusters Score -3.197263e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230155 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -31972640.000000 Penalty: 6128.516602
	Iteration 106Q: 3 clusters Score -3.197264e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230171 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -31972640.000000 Penalty: 6128.516602
	Iteration 107Q: 3 clusters Score -3.197264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230184 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -31972632.000000 Penalty: 6128.516602
	Iteration 108Q: 3 clusters Score -3.197263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230197 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -31972622.000000 Penalty: 6128.516602
	Iteration 109Q: 3 clusters Score -3.197262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230204 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -31972612.000000 Penalty: 6128.516602
	Iteration 110Q: 3 clusters Score -3.197261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230208 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -31972626.000000 Penalty: 6128.516602
	Iteration 111Q: 3 clusters Score -3.197263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230217 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -31972608.000000 Penalty: 6128.516602
	Iteration 112Q: 3 clusters Score -3.197261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230229 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -31972602.000000 Penalty: 6128.516602
	Iteration 113Q: 3 clusters Score -3.19726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230239 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -31972612.000000 Penalty: 6128.516602
	Iteration 114Q: 3 clusters Score -3.197261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230249 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -31972624.000000 Penalty: 6128.516602
	Iteration 115Q: 3 clusters Score -3.197262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230260 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -31972632.000000 Penalty: 6128.516602
	Iteration 116Q: 3 clusters Score -3.197263e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230276 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -31972636.000000 Penalty: 6128.516602
	Iteration 117Q: 3 clusters Score -3.197264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230289 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -31972626.000000 Penalty: 6128.516602
	Iteration 118Q: 3 clusters Score -3.197263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230302 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -31972606.000000 Penalty: 6128.516602
	Iteration 119Q: 3 clusters Score -3.197261e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230315 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -31972590.000000 Penalty: 6128.516602
	Iteration 120F: 3 clusters Score -3.197259e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230328 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -31972616.000000 Penalty: 6128.516602
	Iteration 121Q: 3 clusters Score -3.197262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230341 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -31972622.000000 Penalty: 6128.516602
	Iteration 122Q: 3 clusters Score -3.197262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230349 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -31972608.000000 Penalty: 6128.516602
	Iteration 123Q: 3 clusters Score -3.197261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230359 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -31972588.000000 Penalty: 6128.516602
	Iteration 124Q: 3 clusters Score -3.197259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230366 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -31972608.000000 Penalty: 6128.516602
	Iteration 125Q: 3 clusters Score -3.197261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230378 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -31972578.000000 Penalty: 6128.516602
	Iteration 126Q: 3 clusters Score -3.197258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230384 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -31972572.000000 Penalty: 6128.516602
	Iteration 127Q: 3 clusters Score -3.197257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230394 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -31972580.000000 Penalty: 6128.516602
	Iteration 128Q: 3 clusters Score -3.197258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230401 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -31972592.000000 Penalty: 6128.516602
	Iteration 129Q: 3 clusters Score -3.197259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230410 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -31972578.000000 Penalty: 6128.516602
	Iteration 130Q: 3 clusters Score -3.197258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230421 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -31972576.000000 Penalty: 6128.516602
	Iteration 131Q: 3 clusters Score -3.197258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230432 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -31972572.000000 Penalty: 6128.516602
	Iteration 132Q: 3 clusters Score -3.197257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230442 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -31972562.000000 Penalty: 6128.516602
	Iteration 133Q: 3 clusters Score -3.197256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230450 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -31972544.000000 Penalty: 6128.516602
	Iteration 134Q: 3 clusters Score -3.197254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230453 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -31972538.000000 Penalty: 6128.516602
	Iteration 135Q: 3 clusters Score -3.197254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230456 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -31972514.000000 Penalty: 6128.516602
	Iteration 136Q: 3 clusters Score -3.197251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230458 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -31972514.000000 Penalty: 6128.516602
	Iteration 137Q: 3 clusters Score -3.197251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230458 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -31972514.000000 Penalty: 6128.516602
	Iteration 138F: 3 clusters Score -3.197251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Entering Unmasked Estep 
Score: -476705.968750 Penalty: 2031.551514
	Iteration 0F: 2 clusters Score -476706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -473086.937500 Penalty: 4063.103027
	Iteration 0F: 3 clusters Score -473086.9 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -473885.718750 Penalty: 4063.103027
	Iteration 1F: 3 clusters Score -473885.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -474075.281250 Penalty: 4063.103027
	Iteration 2F: 3 clusters Score -474075.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -474178.281250 Penalty: 4063.103027
	Iteration 3Q: 3 clusters Score -474178.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -474246.125000 Penalty: 4063.103027
	Iteration 4Q: 3 clusters Score -474246.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -474296.187500 Penalty: 4063.103027
	Iteration 5Q: 3 clusters Score -474296.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -474343.437500 Penalty: 4063.103027
	Iteration 6Q: 3 clusters Score -474343.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -474384.875000 Penalty: 4063.103027
	Iteration 7Q: 3 clusters Score -474384.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -474426.937500 Penalty: 4063.103027
	Iteration 8Q: 3 clusters Score -474426.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -474450.906250 Penalty: 4063.103027
	Iteration 9Q: 3 clusters Score -474450.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -474477.000000 Penalty: 4063.103027
	Iteration 10Q: 3 clusters Score -474477 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -474502.187500 Penalty: 4063.103027
	Iteration 11Q: 3 clusters Score -474502.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -474525.093750 Penalty: 4063.103027
	Iteration 12Q: 3 clusters Score -474525.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -474543.312500 Penalty: 4063.103027
	Iteration 13Q: 3 clusters Score -474543.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -474560.062500 Penalty: 4063.103027
	Iteration 14Q: 3 clusters Score -474560.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -474579.000000 Penalty: 4063.103027
	Iteration 15Q: 3 clusters Score -474579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -474596.375000 Penalty: 4063.103027
	Iteration 16Q: 3 clusters Score -474596.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -474613.875000 Penalty: 4063.103027
	Iteration 17Q: 3 clusters Score -474613.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -474628.187500 Penalty: 4063.103027
	Iteration 18Q: 3 clusters Score -474628.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -474641.406250 Penalty: 4063.103027
	Iteration 19Q: 3 clusters Score -474641.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -474653.406250 Penalty: 4063.103027
	Iteration 20F: 3 clusters Score -474653.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -474663.812500 Penalty: 4063.103027
	Iteration 21Q: 3 clusters Score -474663.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -474675.000000 Penalty: 4063.103027
	Iteration 22Q: 3 clusters Score -474675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -474683.500000 Penalty: 4063.103027
	Iteration 23Q: 3 clusters Score -474683.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -474689.781250 Penalty: 4063.103027
	Iteration 24Q: 3 clusters Score -474689.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -474693.187500 Penalty: 4063.103027
	Iteration 25Q: 3 clusters Score -474693.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -474698.062500 Penalty: 4063.103027
	Iteration 26Q: 3 clusters Score -474698.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -474703.562500 Penalty: 4063.103027
	Iteration 27Q: 3 clusters Score -474703.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -474710.156250 Penalty: 4063.103027
	Iteration 28Q: 3 clusters Score -474710.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -474716.375000 Penalty: 4063.103027
	Iteration 29Q: 3 clusters Score -474716.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -474721.687500 Penalty: 4063.103027
	Iteration 30Q: 3 clusters Score -474721.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -474724.718750 Penalty: 4063.103027
	Iteration 31Q: 3 clusters Score -474724.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -474725.781250 Penalty: 4063.103027
	Iteration 32Q: 3 clusters Score -474725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -474726.156250 Penalty: 4063.103027
	Iteration 33Q: 3 clusters Score -474726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -474726.156250 Penalty: 4063.103027
	Iteration 34F: 3 clusters Score -474726.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (51384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Entering Unmasked Estep 
Score: -6946730.500000 Penalty: 2690.076416
	Iteration 0F: 2 clusters Score -6946730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -6912229.500000 Penalty: 5380.152832
	Iteration 0F: 3 clusters Score -6912230 nChanged 23685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -6925246.000000 Penalty: 5380.152832
	Iteration 1F: 3 clusters Score -6925246 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -6925753.500000 Penalty: 5380.152832
	Iteration 2Q: 3 clusters Score -6925754 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -6926221.000000 Penalty: 5380.152832
	Iteration 3Q: 3 clusters Score -6926221 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -6926809.500000 Penalty: 5380.152832
	Iteration 4Q: 3 clusters Score -6926810 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -6927483.500000 Penalty: 5380.152832
	Iteration 5Q: 3 clusters Score -6927484 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -6928326.500000 Penalty: 5380.152832
	Iteration 6Q: 3 clusters Score -6928326 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -6929495.000000 Penalty: 5380.152832
	Iteration 7Q: 3 clusters Score -6929495 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -6931186.000000 Penalty: 5380.152832
	Iteration 8F: 3 clusters Score -6931186 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -6933403.000000 Penalty: 5380.152832
	Iteration 9F: 3 clusters Score -6933403 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -6936002.500000 Penalty: 5380.152832
	Iteration 10F: 3 clusters Score -6936002 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -6938414.500000 Penalty: 5380.152832
	Iteration 11F: 3 clusters Score -6938414 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -6940325.500000 Penalty: 5380.152832
	Iteration 12Q: 3 clusters Score -6940326 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -6941740.500000 Penalty: 5380.152832
	Iteration 13Q: 3 clusters Score -6941740 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -6942650.500000 Penalty: 5380.152832
	Iteration 14Q: 3 clusters Score -6942650 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6943241.000000 Penalty: 5380.152832
	Iteration 15Q: 3 clusters Score -6943241 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6943587.500000 Penalty: 5380.152832
	Iteration 16Q: 3 clusters Score -6943588 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6943858.000000 Penalty: 5380.152832
	Iteration 17Q: 3 clusters Score -6943858 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6944040.000000 Penalty: 5380.152832
	Iteration 18Q: 3 clusters Score -6944040 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6944131.500000 Penalty: 5380.152832
	Iteration 19Q: 3 clusters Score -6944132 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6944201.500000 Penalty: 5380.152832
	Iteration 20F: 3 clusters Score -6944202 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6944270.500000 Penalty: 5380.152832
	Iteration 21Q: 3 clusters Score -6944270 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6944305.000000 Penalty: 5380.152832
	Iteration 22Q: 3 clusters Score -6944305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6944331.000000 Penalty: 5380.152832
	Iteration 23Q: 3 clusters Score -6944331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6944341.500000 Penalty: 5380.152832
	Iteration 24Q: 3 clusters Score -6944342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6944363.500000 Penalty: 5380.152832
	Iteration 25Q: 3 clusters Score -6944364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6944372.000000 Penalty: 5380.152832
	Iteration 26Q: 3 clusters Score -6944372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6944372.500000 Penalty: 5380.152832
	Iteration 27Q: 3 clusters Score -6944372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6944377.000000 Penalty: 5380.152832
	Iteration 28Q: 3 clusters Score -6944377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6944380.000000 Penalty: 5380.152832
	Iteration 29Q: 3 clusters Score -6944380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6944391.000000 Penalty: 5380.152832
	Iteration 30Q: 3 clusters Score -6944391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6944386.000000 Penalty: 5380.152832
	Iteration 31Q: 3 clusters Score -6944386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6944393.000000 Penalty: 5380.152832
	Iteration 32Q: 3 clusters Score -6944393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6944398.500000 Penalty: 5380.152832
	Iteration 33Q: 3 clusters Score -6944398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6944399.500000 Penalty: 5380.152832
	Iteration 34Q: 3 clusters Score -6944400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50834 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6944399.500000 Penalty: 5380.152832
	Iteration 35Q: 3 clusters Score -6944400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6944399.500000 Penalty: 5380.152832
	Iteration 36Q: 3 clusters Score -6944400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6944402.500000 Penalty: 5380.152832
	Iteration 37Q: 3 clusters Score -6944402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6944408.500000 Penalty: 5380.152832
	Iteration 38Q: 3 clusters Score -6944408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6944408.500000 Penalty: 5380.152832
	Iteration 39Q: 3 clusters Score -6944408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6944421.000000 Penalty: 5380.152832
	Iteration 40F: 3 clusters Score -6944421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6944424.500000 Penalty: 5380.152832
	Iteration 41Q: 3 clusters Score -6944424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6944427.500000 Penalty: 5380.152832
	Iteration 42Q: 3 clusters Score -6944428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6944432.000000 Penalty: 5380.152832
	Iteration 43Q: 3 clusters Score -6944432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6944428.000000 Penalty: 5380.152832
	Iteration 44Q: 3 clusters Score -6944428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6944428.000000 Penalty: 5380.152832
	Iteration 45F: 3 clusters Score -6944428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -283711.187500 Penalty: 1912.242065
	Iteration 0F: 2 clusters Score -283711.2 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 1097 members 
Entering Unmasked Estep 
Score: -280924.593750 Penalty: 3824.484131
	Iteration 0F: 3 clusters Score -280924.6 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -281822.531250 Penalty: 3824.484131
	Iteration 1F: 3 clusters Score -281822.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -282718.281250 Penalty: 3824.484131
	Iteration 2F: 3 clusters Score -282718.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -283727.468750 Penalty: 3824.484131
	Iteration 3F: 3 clusters Score -283727.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -284682.500000 Penalty: 3824.484131
	Iteration 4F: 3 clusters Score -284682.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -285011.718750 Penalty: 3824.484131
	Iteration 5F: 3 clusters Score -285011.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -285095.593750 Penalty: 3824.484131
	Iteration 6Q: 3 clusters Score -285095.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -285142.062500 Penalty: 3824.484131
	Iteration 7Q: 3 clusters Score -285142.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -285157.375000 Penalty: 3824.484131
	Iteration 8Q: 3 clusters Score -285157.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -285164.531250 Penalty: 3824.484131
	Iteration 9Q: 3 clusters Score -285164.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -285176.468750 Penalty: 3824.484131
	Iteration 10Q: 3 clusters Score -285176.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -285180.062500 Penalty: 3824.484131
	Iteration 11Q: 3 clusters Score -285180.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -285187.125000 Penalty: 3824.484131
	Iteration 12Q: 3 clusters Score -285187.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -285194.062500 Penalty: 3824.484131
	Iteration 13Q: 3 clusters Score -285194.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -285195.593750 Penalty: 3824.484131
	Iteration 14Q: 3 clusters Score -285195.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -285195.593750 Penalty: 3824.484131
	Iteration 15F: 3 clusters Score -285195.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 33032 members 
Mstep: Class 6 contains 203439 members 
Mstep: Class 7 contains 49673 members 
Mstep: Class 8 contains 232322 members 
Mstep: Class 9 contains 3611 members 
Mstep: Class 10 contains 51384 members 
Mstep: Class 11 contains 1737 members 
Mstep: Class 12 contains 311 members 
Mstep: Class 13 contains 83380 members 
Mstep: Class 14 contains 5413 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 687 members 
Mstep: Class 17 contains 195838 members 
Mstep: Class 18 contains 495 members 
Mstep: Class 21 contains 20104 members 
Mstep: Class 22 contains 5042 members 
Mstep: Class 23 contains 56650 members 
Entering Unmasked Estep 
Score: -135782608.000000 Penalty: 71936.695312
Splitting cluster 11 changes total score from -135780096.000000 to -135782608.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 13 (83380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83380 members 
Entering Unmasked Estep 
Score: -11484523.000000 Penalty: 2810.128418
	Iteration 0F: 2 clusters Score -1.148452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -11428520.000000 Penalty: 5620.256836
	Iteration 0F: 3 clusters Score -1.142852e+07 nChanged 39170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -11451209.000000 Penalty: 5620.256836
	Iteration 1F: 3 clusters Score -1.145121e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -11452001.000000 Penalty: 5620.256836
	Iteration 2Q: 3 clusters Score -1.1452e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -11453162.000000 Penalty: 5620.256836
	Iteration 3Q: 3 clusters Score -1.145316e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -11454551.000000 Penalty: 5620.256836
	Iteration 4Q: 3 clusters Score -1.145455e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -11456651.000000 Penalty: 5620.256836
	Iteration 5Q: 3 clusters Score -1.145665e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -11459655.000000 Penalty: 5620.256836
	Iteration 6F: 3 clusters Score -1.145966e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -11463551.000000 Penalty: 5620.256836
	Iteration 7F: 3 clusters Score -1.146355e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -11468138.000000 Penalty: 5620.256836
	Iteration 8F: 3 clusters Score -1.146814e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -11472566.000000 Penalty: 5620.256836
	Iteration 9F: 3 clusters Score -1.147257e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 58152 members 
Entering Unmasked Estep 
Score: -11475822.000000 Penalty: 5620.256836
	Iteration 10F: 3 clusters Score -1.147582e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -11477690.000000 Penalty: 5620.256836
	Iteration 11Q: 3 clusters Score -1.147769e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 60522 members 
Entering Unmasked Estep 
Score: -11478532.000000 Penalty: 5620.256836
	Iteration 12Q: 3 clusters Score -1.147853e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 61460 members 
Entering Unmasked Estep 
Score: -11479137.000000 Penalty: 5620.256836
	Iteration 13Q: 3 clusters Score -1.147914e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 62230 members 
Entering Unmasked Estep 
Score: -11479609.000000 Penalty: 5620.256836
	Iteration 14Q: 3 clusters Score -1.147961e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -11479888.000000 Penalty: 5620.256836
	Iteration 15Q: 3 clusters Score -1.147989e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -11480014.000000 Penalty: 5620.256836
	Iteration 16Q: 3 clusters Score -1.148001e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 63981 members 
Entering Unmasked Estep 
Score: -11480120.000000 Penalty: 5620.256836
	Iteration 17Q: 3 clusters Score -1.148012e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -11480259.000000 Penalty: 5620.256836
	Iteration 18Q: 3 clusters Score -1.148026e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -11480340.000000 Penalty: 5620.256836
	Iteration 19Q: 3 clusters Score -1.148034e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 65306 members 
Entering Unmasked Estep 
Score: -11480405.000000 Penalty: 5620.256836
	Iteration 20F: 3 clusters Score -1.14804e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -11480483.000000 Penalty: 5620.256836
	Iteration 21Q: 3 clusters Score -1.148048e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -11480531.000000 Penalty: 5620.256836
	Iteration 22Q: 3 clusters Score -1.148053e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -11480613.000000 Penalty: 5620.256836
	Iteration 23Q: 3 clusters Score -1.148061e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 66902 members 
Entering Unmasked Estep 
Score: -11480616.000000 Penalty: 5620.256836
	Iteration 24Q: 3 clusters Score -1.148062e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 67251 members 
Entering Unmasked Estep 
Score: -11480700.000000 Penalty: 5620.256836
	Iteration 25Q: 3 clusters Score -1.14807e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 67626 members 
Entering Unmasked Estep 
Score: -11480769.000000 Penalty: 5620.256836
	Iteration 26Q: 3 clusters Score -1.148077e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 68014 members 
Entering Unmasked Estep 
Score: -11480808.000000 Penalty: 5620.256836
	Iteration 27Q: 3 clusters Score -1.148081e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -11480843.000000 Penalty: 5620.256836
	Iteration 28Q: 3 clusters Score -1.148084e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -11480951.000000 Penalty: 5620.256836
	Iteration 29Q: 3 clusters Score -1.148095e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 69165 members 
Entering Unmasked Estep 
Score: -11481018.000000 Penalty: 5620.256836
	Iteration 30Q: 3 clusters Score -1.148102e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 69541 members 
Entering Unmasked Estep 
Score: -11481113.000000 Penalty: 5620.256836
	Iteration 31Q: 3 clusters Score -1.148111e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 69874 members 
Entering Unmasked Estep 
Score: -11481164.000000 Penalty: 5620.256836
	Iteration 32Q: 3 clusters Score -1.148116e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 70191 members 
Entering Unmasked Estep 
Score: -11481226.000000 Penalty: 5620.256836
	Iteration 33Q: 3 clusters Score -1.148123e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -11481285.000000 Penalty: 5620.256836
	Iteration 34Q: 3 clusters Score -1.148128e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 70817 members 
Entering Unmasked Estep 
Score: -11481316.000000 Penalty: 5620.256836
	Iteration 35Q: 3 clusters Score -1.148132e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 71143 members 
Entering Unmasked Estep 
Score: -11481383.000000 Penalty: 5620.256836
	Iteration 36Q: 3 clusters Score -1.148138e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 71454 members 
Entering Unmasked Estep 
Score: -11481457.000000 Penalty: 5620.256836
	Iteration 37Q: 3 clusters Score -1.148146e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -11481492.000000 Penalty: 5620.256836
	Iteration 38Q: 3 clusters Score -1.148149e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 72091 members 
Entering Unmasked Estep 
Score: -11481592.000000 Penalty: 5620.256836
	Iteration 39Q: 3 clusters Score -1.148159e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 72372 members 
Entering Unmasked Estep 
Score: -11481611.000000 Penalty: 5620.256836
	Iteration 40F: 3 clusters Score -1.148161e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -11481673.000000 Penalty: 5620.256836
	Iteration 41Q: 3 clusters Score -1.148167e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 72950 members 
Entering Unmasked Estep 
Score: -11481754.000000 Penalty: 5620.256836
	Iteration 42Q: 3 clusters Score -1.148175e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 73219 members 
Entering Unmasked Estep 
Score: -11481809.000000 Penalty: 5620.256836
	Iteration 43Q: 3 clusters Score -1.148181e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 73452 members 
Entering Unmasked Estep 
Score: -11481830.000000 Penalty: 5620.256836
	Iteration 44Q: 3 clusters Score -1.148183e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 73676 members 
Entering Unmasked Estep 
Score: -11481899.000000 Penalty: 5620.256836
	Iteration 45Q: 3 clusters Score -1.14819e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 73902 members 
Entering Unmasked Estep 
Score: -11481906.000000 Penalty: 5620.256836
	Iteration 46Q: 3 clusters Score -1.148191e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 74128 members 
Entering Unmasked Estep 
Score: -11481924.000000 Penalty: 5620.256836
	Iteration 47Q: 3 clusters Score -1.148192e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 74358 members 
Entering Unmasked Estep 
Score: -11481981.000000 Penalty: 5620.256836
	Iteration 48Q: 3 clusters Score -1.148198e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 74553 members 
Entering Unmasked Estep 
Score: -11481969.000000 Penalty: 5620.256836
	Iteration 49Q: 3 clusters Score -1.148197e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 74745 members 
Entering Unmasked Estep 
Score: -11481979.000000 Penalty: 5620.256836
	Iteration 50Q: 3 clusters Score -1.148198e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 74952 members 
Entering Unmasked Estep 
Score: -11481999.000000 Penalty: 5620.256836
	Iteration 51Q: 3 clusters Score -1.1482e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 75152 members 
Entering Unmasked Estep 
Score: -11482059.000000 Penalty: 5620.256836
	Iteration 52Q: 3 clusters Score -1.148206e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 75338 members 
Entering Unmasked Estep 
Score: -11482159.000000 Penalty: 5620.256836
	Iteration 53Q: 3 clusters Score -1.148216e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -11482184.000000 Penalty: 5620.256836
	Iteration 54Q: 3 clusters Score -1.148218e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 75682 members 
Entering Unmasked Estep 
Score: -11482184.000000 Penalty: 5620.256836
	Iteration 55Q: 3 clusters Score -1.148218e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 75847 members 
Entering Unmasked Estep 
Score: -11482257.000000 Penalty: 5620.256836
	Iteration 56Q: 3 clusters Score -1.148226e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
Score: -11482287.000000 Penalty: 5620.256836
	Iteration 57Q: 3 clusters Score -1.148229e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
Score: -11482311.000000 Penalty: 5620.256836
	Iteration 58Q: 3 clusters Score -1.148231e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 76337 members 
Entering Unmasked Estep 
Score: -11482371.000000 Penalty: 5620.256836
	Iteration 59Q: 3 clusters Score -1.148237e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -11482384.000000 Penalty: 5620.256836
	Iteration 60F: 3 clusters Score -1.148238e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 76658 members 
Entering Unmasked Estep 
Score: -11482391.000000 Penalty: 5620.256836
	Iteration 61Q: 3 clusters Score -1.148239e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 76809 members 
Entering Unmasked Estep 
Score: -11482426.000000 Penalty: 5620.256836
	Iteration 62Q: 3 clusters Score -1.148243e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -11482439.000000 Penalty: 5620.256836
	Iteration 63Q: 3 clusters Score -1.148244e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 77043 members 
Entering Unmasked Estep 
Score: -11482437.000000 Penalty: 5620.256836
	Iteration 64Q: 3 clusters Score -1.148244e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 77147 members 
Entering Unmasked Estep 
Score: -11482438.000000 Penalty: 5620.256836
	Iteration 65Q: 3 clusters Score -1.148244e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 77239 members 
Entering Unmasked Estep 
Score: -11482474.000000 Penalty: 5620.256836
	Iteration 66Q: 3 clusters Score -1.148247e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 77332 members 
Entering Unmasked Estep 
Score: -11482474.000000 Penalty: 5620.256836
	Iteration 67Q: 3 clusters Score -1.148247e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 77413 members 
Entering Unmasked Estep 
Score: -11482448.000000 Penalty: 5620.256836
	Iteration 68Q: 3 clusters Score -1.148245e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 77491 members 
Entering Unmasked Estep 
Score: -11482492.000000 Penalty: 5620.256836
	Iteration 69Q: 3 clusters Score -1.148249e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 77560 members 
Entering Unmasked Estep 
Score: -11482500.000000 Penalty: 5620.256836
	Iteration 70Q: 3 clusters Score -1.14825e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 77633 members 
Entering Unmasked Estep 
Score: -11482511.000000 Penalty: 5620.256836
	Iteration 71Q: 3 clusters Score -1.148251e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 77694 members 
Entering Unmasked Estep 
Score: -11482542.000000 Penalty: 5620.256836
	Iteration 72Q: 3 clusters Score -1.148254e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -11482574.000000 Penalty: 5620.256836
	Iteration 73Q: 3 clusters Score -1.148257e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 77806 members 
Entering Unmasked Estep 
Score: -11482565.000000 Penalty: 5620.256836
	Iteration 74Q: 3 clusters Score -1.148256e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 77850 members 
Entering Unmasked Estep 
Score: -11482610.000000 Penalty: 5620.256836
	Iteration 75Q: 3 clusters Score -1.148261e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 77893 members 
Entering Unmasked Estep 
Score: -11482601.000000 Penalty: 5620.256836
	Iteration 76Q: 3 clusters Score -1.14826e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -11482606.000000 Penalty: 5620.256836
	Iteration 77Q: 3 clusters Score -1.148261e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 77983 members 
Entering Unmasked Estep 
Score: -11482603.000000 Penalty: 5620.256836
	Iteration 78Q: 3 clusters Score -1.14826e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 78033 members 
Entering Unmasked Estep 
Score: -11482601.000000 Penalty: 5620.256836
	Iteration 79Q: 3 clusters Score -1.14826e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 78080 members 
Entering Unmasked Estep 
Score: -11482599.000000 Penalty: 5620.256836
	Iteration 80F: 3 clusters Score -1.14826e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 78127 members 
Entering Unmasked Estep 
Score: -11482594.000000 Penalty: 5620.256836
	Iteration 81Q: 3 clusters Score -1.148259e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 78175 members 
Entering Unmasked Estep 
Score: -11482611.000000 Penalty: 5620.256836
	Iteration 82Q: 3 clusters Score -1.148261e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 78214 members 
Entering Unmasked Estep 
Score: -11482618.000000 Penalty: 5620.256836
	Iteration 83Q: 3 clusters Score -1.148262e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 78253 members 
Entering Unmasked Estep 
Score: -11482630.000000 Penalty: 5620.256836
	Iteration 84Q: 3 clusters Score -1.148263e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 78290 members 
Entering Unmasked Estep 
Score: -11482647.000000 Penalty: 5620.256836
	Iteration 85Q: 3 clusters Score -1.148265e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 78331 members 
Entering Unmasked Estep 
Score: -11482644.000000 Penalty: 5620.256836
	Iteration 86Q: 3 clusters Score -1.148264e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 78366 members 
Entering Unmasked Estep 
Score: -11482653.000000 Penalty: 5620.256836
	Iteration 87Q: 3 clusters Score -1.148265e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 78400 members 
Entering Unmasked Estep 
Score: -11482660.000000 Penalty: 5620.256836
	Iteration 88Q: 3 clusters Score -1.148266e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 78430 members 
Entering Unmasked Estep 
Score: -11482661.000000 Penalty: 5620.256836
	Iteration 89Q: 3 clusters Score -1.148266e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 78463 members 
Entering Unmasked Estep 
Score: -11482682.000000 Penalty: 5620.256836
	Iteration 90Q: 3 clusters Score -1.148268e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 78491 members 
Entering Unmasked Estep 
Score: -11482679.000000 Penalty: 5620.256836
	Iteration 91Q: 3 clusters Score -1.148268e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -11482660.000000 Penalty: 5620.256836
	Iteration 92Q: 3 clusters Score -1.148266e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 78541 members 
Entering Unmasked Estep 
Score: -11482662.000000 Penalty: 5620.256836
	Iteration 93Q: 3 clusters Score -1.148266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 78562 members 
Entering Unmasked Estep 
Score: -11482653.000000 Penalty: 5620.256836
	Iteration 94Q: 3 clusters Score -1.148265e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 78584 members 
Entering Unmasked Estep 
Score: -11482654.000000 Penalty: 5620.256836
	Iteration 95Q: 3 clusters Score -1.148265e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 78603 members 
Entering Unmasked Estep 
Score: -11482656.000000 Penalty: 5620.256836
	Iteration 96Q: 3 clusters Score -1.148266e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 78619 members 
Entering Unmasked Estep 
Score: -11482673.000000 Penalty: 5620.256836
	Iteration 97Q: 3 clusters Score -1.148267e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -11482667.000000 Penalty: 5620.256836
	Iteration 98Q: 3 clusters Score -1.148267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 78653 members 
Entering Unmasked Estep 
Score: -11482662.000000 Penalty: 5620.256836
	Iteration 99Q: 3 clusters Score -1.148266e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 78669 members 
Entering Unmasked Estep 
Score: -11482661.000000 Penalty: 5620.256836
	Iteration 100F: 3 clusters Score -1.148266e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 78689 members 
Entering Unmasked Estep 
Score: -11482662.000000 Penalty: 5620.256836
	Iteration 101Q: 3 clusters Score -1.148266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 78708 members 
Entering Unmasked Estep 
Score: -11482667.000000 Penalty: 5620.256836
	Iteration 102Q: 3 clusters Score -1.148267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -11482664.000000 Penalty: 5620.256836
	Iteration 103Q: 3 clusters Score -1.148266e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 78740 members 
Entering Unmasked Estep 
Score: -11482658.000000 Penalty: 5620.256836
	Iteration 104Q: 3 clusters Score -1.148266e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 78757 members 
Entering Unmasked Estep 
Score: -11482665.000000 Penalty: 5620.256836
	Iteration 105Q: 3 clusters Score -1.148266e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 78771 members 
Entering Unmasked Estep 
Score: -11482667.000000 Penalty: 5620.256836
	Iteration 106Q: 3 clusters Score -1.148267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 78781 members 
Entering Unmasked Estep 
Score: -11482659.000000 Penalty: 5620.256836
	Iteration 107Q: 3 clusters Score -1.148266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 78794 members 
Entering Unmasked Estep 
Score: -11482674.000000 Penalty: 5620.256836
	Iteration 108Q: 3 clusters Score -1.148267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -11482674.000000 Penalty: 5620.256836
	Iteration 109Q: 3 clusters Score -1.148267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 78814 members 
Entering Unmasked Estep 
Score: -11482666.000000 Penalty: 5620.256836
	Iteration 110Q: 3 clusters Score -1.148267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 78827 members 
Entering Unmasked Estep 
Score: -11482670.000000 Penalty: 5620.256836
	Iteration 111Q: 3 clusters Score -1.148267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 78843 members 
Entering Unmasked Estep 
Score: -11482680.000000 Penalty: 5620.256836
	Iteration 112Q: 3 clusters Score -1.148268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 78855 members 
Entering Unmasked Estep 
Score: -11482669.000000 Penalty: 5620.256836
	Iteration 113Q: 3 clusters Score -1.148267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -11482670.000000 Penalty: 5620.256836
	Iteration 114Q: 3 clusters Score -1.148267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 78878 members 
Entering Unmasked Estep 
Score: -11482672.000000 Penalty: 5620.256836
	Iteration 115Q: 3 clusters Score -1.148267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 78891 members 
Entering Unmasked Estep 
Score: -11482676.000000 Penalty: 5620.256836
	Iteration 116Q: 3 clusters Score -1.148268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 78902 members 
Entering Unmasked Estep 
Score: -11482682.000000 Penalty: 5620.256836
	Iteration 117Q: 3 clusters Score -1.148268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
Score: -11482668.000000 Penalty: 5620.256836
	Iteration 118Q: 3 clusters Score -1.148267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 78924 members 
Entering Unmasked Estep 
Score: -11482687.000000 Penalty: 5620.256836
	Iteration 119Q: 3 clusters Score -1.148269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 78935 members 
Entering Unmasked Estep 
Score: -11482679.000000 Penalty: 5620.256836
	Iteration 120F: 3 clusters Score -1.148268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -11482692.000000 Penalty: 5620.256836
	Iteration 121Q: 3 clusters Score -1.148269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 78955 members 
Entering Unmasked Estep 
Score: -11482684.000000 Penalty: 5620.256836
	Iteration 122Q: 3 clusters Score -1.148268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 78963 members 
Entering Unmasked Estep 
Score: -11482674.000000 Penalty: 5620.256836
	Iteration 123Q: 3 clusters Score -1.148267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -11482683.000000 Penalty: 5620.256836
	Iteration 124Q: 3 clusters Score -1.148268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 78966 members 
Entering Unmasked Estep 
Score: -11482687.000000 Penalty: 5620.256836
	Iteration 125Q: 3 clusters Score -1.148269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 78966 members 
Entering Unmasked Estep 
Score: -11482687.000000 Penalty: 5620.256836
	Iteration 126F: 3 clusters Score -1.148269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -71876.093750 Penalty: 1590.943970
	Iteration 0F: 2 clusters Score -71876.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -70299.187500 Penalty: 3181.887939
	Iteration 0F: 3 clusters Score -70299.19 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70652.203125 Penalty: 3181.887939
	Iteration 1F: 3 clusters Score -70652.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70982.921875 Penalty: 3181.887939
	Iteration 2F: 3 clusters Score -70982.92 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71386.054688 Penalty: 3181.887939
	Iteration 3F: 3 clusters Score -71386.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -71717.367188 Penalty: 3181.887939
	Iteration 4F: 3 clusters Score -71717.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -71911.781250 Penalty: 3181.887939
	Iteration 5Q: 3 clusters Score -71911.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -71967.648438 Penalty: 3181.887939
	Iteration 6Q: 3 clusters Score -71967.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -72006.515625 Penalty: 3181.887939
	Iteration 7Q: 3 clusters Score -72006.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -72024.070312 Penalty: 3181.887939
	Iteration 8Q: 3 clusters Score -72024.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -72033.851562 Penalty: 3181.887939
	Iteration 9Q: 3 clusters Score -72033.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -72044.601562 Penalty: 3181.887939
	Iteration 10Q: 3 clusters Score -72044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -72076.140625 Penalty: 3181.887939
	Iteration 11Q: 3 clusters Score -72076.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -72095.593750 Penalty: 3181.887939
	Iteration 12Q: 3 clusters Score -72095.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -72108.492188 Penalty: 3181.887939
	Iteration 13Q: 3 clusters Score -72108.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -72115.296875 Penalty: 3181.887939
	Iteration 14Q: 3 clusters Score -72115.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -72128.062500 Penalty: 3181.887939
	Iteration 15Q: 3 clusters Score -72128.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -72143.210938 Penalty: 3181.887939
	Iteration 16Q: 3 clusters Score -72143.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -72166.320312 Penalty: 3181.887939
	Iteration 17Q: 3 clusters Score -72166.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72196.539062 Penalty: 3181.887939
	Iteration 18Q: 3 clusters Score -72196.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -72254.257812 Penalty: 3181.887939
	Iteration 19Q: 3 clusters Score -72254.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -72381.765625 Penalty: 3181.887939
	Iteration 20F: 3 clusters Score -72381.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72535.085938 Penalty: 3181.887939
	Iteration 21Q: 3 clusters Score -72535.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72583.984375 Penalty: 3181.887939
	Iteration 22Q: 3 clusters Score -72583.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72588.039062 Penalty: 3181.887939
	Iteration 23Q: 3 clusters Score -72588.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72588.039062 Penalty: 3181.887939
	Iteration 24F: 3 clusters Score -72588.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 33032 members 
Mstep: Class 6 contains 203439 members 
Mstep: Class 7 contains 49673 members 
Mstep: Class 8 contains 232322 members 
Mstep: Class 9 contains 3611 members 
Mstep: Class 10 contains 51384 members 
Mstep: Class 11 contains 1737 members 
Mstep: Class 12 contains 311 members 
Mstep: Class 13 contains 83380 members 
Mstep: Class 14 contains 5413 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 687 members 
Mstep: Class 17 contains 195838 members 
Mstep: Class 18 contains 495 members 
Mstep: Class 19 contains 261 members 
Mstep: Class 21 contains 20104 members 
Mstep: Class 22 contains 5042 members 
Mstep: Class 23 contains 56650 members 
Entering Unmasked Estep 
Score: -135781376.000000 Penalty: 75362.250000
Splitting cluster 15 changes total score from -135780096.000000 to -135781376.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 16 (687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Entering Unmasked Estep 
Score: -82874.523438 Penalty: 1620.018921
	Iteration 0F: 2 clusters Score -82874.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81169.671875 Penalty: 3240.037842
	Iteration 0F: 3 clusters Score -81169.67 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -81410.406250 Penalty: 3240.037842
	Iteration 1F: 3 clusters Score -81410.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81486.851562 Penalty: 3240.037842
	Iteration 2F: 3 clusters Score -81486.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -81519.812500 Penalty: 3240.037842
	Iteration 3Q: 3 clusters Score -81519.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -81581.687500 Penalty: 3240.037842
	Iteration 4Q: 3 clusters Score -81581.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -81651.171875 Penalty: 3240.037842
	Iteration 5Q: 3 clusters Score -81651.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -81701.570312 Penalty: 3240.037842
	Iteration 6Q: 3 clusters Score -81701.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -81724.156250 Penalty: 3240.037842
	Iteration 7Q: 3 clusters Score -81724.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -81751.671875 Penalty: 3240.037842
	Iteration 8Q: 3 clusters Score -81751.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81764.343750 Penalty: 3240.037842
	Iteration 9Q: 3 clusters Score -81764.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -81781.296875 Penalty: 3240.037842
	Iteration 10Q: 3 clusters Score -81781.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -81790.570312 Penalty: 3240.037842
	Iteration 11Q: 3 clusters Score -81790.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -81810.734375 Penalty: 3240.037842
	Iteration 12Q: 3 clusters Score -81810.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -81832.265625 Penalty: 3240.037842
	Iteration 13Q: 3 clusters Score -81832.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -81862.929688 Penalty: 3240.037842
	Iteration 14Q: 3 clusters Score -81862.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -81870.078125 Penalty: 3240.037842
	Iteration 15Q: 3 clusters Score -81870.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -81873.875000 Penalty: 3240.037842
	Iteration 16Q: 3 clusters Score -81873.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -81874.710938 Penalty: 3240.037842
	Iteration 17Q: 3 clusters Score -81874.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -81908.554688 Penalty: 3240.037842
	Iteration 18F: 3 clusters Score -81908.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -81979.476562 Penalty: 3240.037842
	Iteration 19Q: 3 clusters Score -81979.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -82002.640625 Penalty: 3240.037842
	Iteration 20F: 3 clusters Score -82002.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -82020.578125 Penalty: 3240.037842
	Iteration 21Q: 3 clusters Score -82020.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -82025.773438 Penalty: 3240.037842
	Iteration 22Q: 3 clusters Score -82025.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -82029.171875 Penalty: 3240.037842
	Iteration 23Q: 3 clusters Score -82029.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -82039.218750 Penalty: 3240.037842
	Iteration 24Q: 3 clusters Score -82039.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -82051.695312 Penalty: 3240.037842
	Iteration 25Q: 3 clusters Score -82051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -82052.984375 Penalty: 3240.037842
	Iteration 26Q: 3 clusters Score -82052.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -82058.992188 Penalty: 3240.037842
	Iteration 27Q: 3 clusters Score -82058.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -82060.851562 Penalty: 3240.037842
	Iteration 28Q: 3 clusters Score -82060.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -82062.265625 Penalty: 3240.037842
	Iteration 29Q: 3 clusters Score -82062.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -82063.421875 Penalty: 3240.037842
	Iteration 30Q: 3 clusters Score -82063.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -82064.664062 Penalty: 3240.037842
	Iteration 31Q: 3 clusters Score -82064.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -82064.664062 Penalty: 3240.037842
	Iteration 32F: 3 clusters Score -82064.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (195838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195838 members 
Entering Unmasked Estep 
Score: -27334094.000000 Penalty: 3021.890625
	Iteration 0F: 2 clusters Score -2.733409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97850 members 
Mstep: Class 2 contains 97988 members 
Entering Unmasked Estep 
Score: -27216718.000000 Penalty: 6043.781250
	Iteration 0F: 3 clusters Score -2.721672e+07 nChanged 94022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95826 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -27271126.000000 Penalty: 6043.781250
	Iteration 1F: 3 clusters Score -2.727113e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94738 members 
Mstep: Class 2 contains 101100 members 
Entering Unmasked Estep 
Score: -27271984.000000 Penalty: 6043.781250
	Iteration 2Q: 3 clusters Score -2.727198e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93050 members 
Mstep: Class 2 contains 102788 members 
Entering Unmasked Estep 
Score: -27273024.000000 Penalty: 6043.781250
	Iteration 3Q: 3 clusters Score -2.727302e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90577 members 
Mstep: Class 2 contains 105261 members 
Entering Unmasked Estep 
Score: -27274496.000000 Penalty: 6043.781250
	Iteration 4Q: 3 clusters Score -2.72745e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86942 members 
Mstep: Class 2 contains 108896 members 
Entering Unmasked Estep 
Score: -27276306.000000 Penalty: 6043.781250
	Iteration 5Q: 3 clusters Score -2.727631e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81701 members 
Mstep: Class 2 contains 114137 members 
Entering Unmasked Estep 
Score: -27279222.000000 Penalty: 6043.781250
	Iteration 6Q: 3 clusters Score -2.727922e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Mstep: Class 2 contains 121397 members 
Entering Unmasked Estep 
Score: -27283272.000000 Penalty: 6043.781250
	Iteration 7Q: 3 clusters Score -2.728327e+07 nChanged 10648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64819 members 
Mstep: Class 2 contains 131019 members 
Entering Unmasked Estep 
Score: -27289222.000000 Penalty: 6043.781250
	Iteration 8F: 3 clusters Score -2.728922e+07 nChanged 12404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 142571 members 
Entering Unmasked Estep 
Score: -27296754.000000 Penalty: 6043.781250
	Iteration 9F: 3 clusters Score -2.729675e+07 nChanged 12705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 154452 members 
Entering Unmasked Estep 
Score: -27305310.000000 Penalty: 6043.781250
	Iteration 10F: 3 clusters Score -2.730531e+07 nChanged 11026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 164426 members 
Entering Unmasked Estep 
Score: -27312748.000000 Penalty: 6043.781250
	Iteration 11F: 3 clusters Score -2.731275e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 171628 members 
Entering Unmasked Estep 
Score: -27318010.000000 Penalty: 6043.781250
	Iteration 12Q: 3 clusters Score -2.731801e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 176350 members 
Entering Unmasked Estep 
Score: -27321186.000000 Penalty: 6043.781250
	Iteration 13Q: 3 clusters Score -2.732119e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 179683 members 
Entering Unmasked Estep 
Score: -27323044.000000 Penalty: 6043.781250
	Iteration 14Q: 3 clusters Score -2.732304e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 182178 members 
Entering Unmasked Estep 
Score: -27324576.000000 Penalty: 6043.781250
	Iteration 15Q: 3 clusters Score -2.732458e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 184259 members 
Entering Unmasked Estep 
Score: -27325772.000000 Penalty: 6043.781250
	Iteration 16Q: 3 clusters Score -2.732577e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 185994 members 
Entering Unmasked Estep 
Score: -27326616.000000 Penalty: 6043.781250
	Iteration 17Q: 3 clusters Score -2.732662e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 187436 members 
Entering Unmasked Estep 
Score: -27327358.000000 Penalty: 6043.781250
	Iteration 18Q: 3 clusters Score -2.732736e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 188608 members 
Entering Unmasked Estep 
Score: -27327954.000000 Penalty: 6043.781250
	Iteration 19Q: 3 clusters Score -2.732795e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 189654 members 
Entering Unmasked Estep 
Score: -27328490.000000 Penalty: 6043.781250
	Iteration 20F: 3 clusters Score -2.732849e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 190444 members 
Entering Unmasked Estep 
Score: -27328922.000000 Penalty: 6043.781250
	Iteration 21Q: 3 clusters Score -2.732892e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 191115 members 
Entering Unmasked Estep 
Score: -27329324.000000 Penalty: 6043.781250
	Iteration 22Q: 3 clusters Score -2.732932e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 191684 members 
Entering Unmasked Estep 
Score: -27329548.000000 Penalty: 6043.781250
	Iteration 23Q: 3 clusters Score -2.732955e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 192162 members 
Entering Unmasked Estep 
Score: -27329760.000000 Penalty: 6043.781250
	Iteration 24Q: 3 clusters Score -2.732976e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 192545 members 
Entering Unmasked Estep 
Score: -27330020.000000 Penalty: 6043.781250
	Iteration 25Q: 3 clusters Score -2.733002e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 192842 members 
Entering Unmasked Estep 
Score: -27330200.000000 Penalty: 6043.781250
	Iteration 26Q: 3 clusters Score -2.73302e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 193083 members 
Entering Unmasked Estep 
Score: -27330242.000000 Penalty: 6043.781250
	Iteration 27Q: 3 clusters Score -2.733024e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 193302 members 
Entering Unmasked Estep 
Score: -27330370.000000 Penalty: 6043.781250
	Iteration 28Q: 3 clusters Score -2.733037e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 193487 members 
Entering Unmasked Estep 
Score: -27330508.000000 Penalty: 6043.781250
	Iteration 29Q: 3 clusters Score -2.733051e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 193622 members 
Entering Unmasked Estep 
Score: -27330590.000000 Penalty: 6043.781250
	Iteration 30Q: 3 clusters Score -2.733059e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 193765 members 
Entering Unmasked Estep 
Score: -27330732.000000 Penalty: 6043.781250
	Iteration 31Q: 3 clusters Score -2.733073e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 193873 members 
Entering Unmasked Estep 
Score: -27330806.000000 Penalty: 6043.781250
	Iteration 32Q: 3 clusters Score -2.733081e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 193965 members 
Entering Unmasked Estep 
Score: -27330874.000000 Penalty: 6043.781250
	Iteration 33Q: 3 clusters Score -2.733087e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 194037 members 
Entering Unmasked Estep 
Score: -27330924.000000 Penalty: 6043.781250
	Iteration 34Q: 3 clusters Score -2.733092e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 194094 members 
Entering Unmasked Estep 
Score: -27330948.000000 Penalty: 6043.781250
	Iteration 35Q: 3 clusters Score -2.733095e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 194142 members 
Entering Unmasked Estep 
Score: -27330962.000000 Penalty: 6043.781250
	Iteration 36Q: 3 clusters Score -2.733096e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 194188 members 
Entering Unmasked Estep 
Score: -27331014.000000 Penalty: 6043.781250
	Iteration 37Q: 3 clusters Score -2.733101e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 194233 members 
Entering Unmasked Estep 
Score: -27331028.000000 Penalty: 6043.781250
	Iteration 38Q: 3 clusters Score -2.733103e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 194257 members 
Entering Unmasked Estep 
Score: -27331026.000000 Penalty: 6043.781250
	Iteration 39Q: 3 clusters Score -2.733103e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 194280 members 
Entering Unmasked Estep 
Score: -27331032.000000 Penalty: 6043.781250
	Iteration 40F: 3 clusters Score -2.733103e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 194305 members 
Entering Unmasked Estep 
Score: -27331048.000000 Penalty: 6043.781250
	Iteration 41Q: 3 clusters Score -2.733105e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 194322 members 
Entering Unmasked Estep 
Score: -27331080.000000 Penalty: 6043.781250
	Iteration 42Q: 3 clusters Score -2.733108e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 194335 members 
Entering Unmasked Estep 
Score: -27331108.000000 Penalty: 6043.781250
	Iteration 43Q: 3 clusters Score -2.733111e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 194351 members 
Entering Unmasked Estep 
Score: -27331090.000000 Penalty: 6043.781250
	Iteration 44Q: 3 clusters Score -2.733109e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 194364 members 
Entering Unmasked Estep 
Score: -27331124.000000 Penalty: 6043.781250
	Iteration 45Q: 3 clusters Score -2.733112e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 194388 members 
Entering Unmasked Estep 
Score: -27331114.000000 Penalty: 6043.781250
	Iteration 46Q: 3 clusters Score -2.733111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 194402 members 
Entering Unmasked Estep 
Score: -27331138.000000 Penalty: 6043.781250
	Iteration 47Q: 3 clusters Score -2.733114e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 194414 members 
Entering Unmasked Estep 
Score: -27331128.000000 Penalty: 6043.781250
	Iteration 48Q: 3 clusters Score -2.733113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 194422 members 
Entering Unmasked Estep 
Score: -27331142.000000 Penalty: 6043.781250
	Iteration 49Q: 3 clusters Score -2.733114e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 194433 members 
Entering Unmasked Estep 
Score: -27331152.000000 Penalty: 6043.781250
	Iteration 50Q: 3 clusters Score -2.733115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 194443 members 
Entering Unmasked Estep 
Score: -27331186.000000 Penalty: 6043.781250
	Iteration 51Q: 3 clusters Score -2.733119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 194450 members 
Entering Unmasked Estep 
Score: -27331188.000000 Penalty: 6043.781250
	Iteration 52Q: 3 clusters Score -2.733119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 194454 members 
Entering Unmasked Estep 
Score: -27331192.000000 Penalty: 6043.781250
	Iteration 53Q: 3 clusters Score -2.733119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 194460 members 
Entering Unmasked Estep 
Score: -27331186.000000 Penalty: 6043.781250
	Iteration 54Q: 3 clusters Score -2.733119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 194464 members 
Entering Unmasked Estep 
Score: -27331182.000000 Penalty: 6043.781250
	Iteration 55Q: 3 clusters Score -2.733118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 194467 members 
Entering Unmasked Estep 
Score: -27331186.000000 Penalty: 6043.781250
	Iteration 56Q: 3 clusters Score -2.733119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 194470 members 
Entering Unmasked Estep 
Score: -27331206.000000 Penalty: 6043.781250
	Iteration 57Q: 3 clusters Score -2.733121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 194474 members 
Entering Unmasked Estep 
Score: -27331208.000000 Penalty: 6043.781250
	Iteration 58Q: 3 clusters Score -2.733121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 194480 members 
Entering Unmasked Estep 
Score: -27331200.000000 Penalty: 6043.781250
	Iteration 59Q: 3 clusters Score -2.73312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 194486 members 
Entering Unmasked Estep 
Score: -27331220.000000 Penalty: 6043.781250
	Iteration 60F: 3 clusters Score -2.733122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 194492 members 
Entering Unmasked Estep 
Score: -27331254.000000 Penalty: 6043.781250
	Iteration 61Q: 3 clusters Score -2.733125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 194498 members 
Entering Unmasked Estep 
Score: -27331262.000000 Penalty: 6043.781250
	Iteration 62Q: 3 clusters Score -2.733126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 194500 members 
Entering Unmasked Estep 
Score: -27331268.000000 Penalty: 6043.781250
	Iteration 63Q: 3 clusters Score -2.733127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 194500 members 
Entering Unmasked Estep 
Score: -27331276.000000 Penalty: 6043.781250
	Iteration 64Q: 3 clusters Score -2.733128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 194501 members 
Entering Unmasked Estep 
Score: -27331270.000000 Penalty: 6043.781250
	Iteration 65Q: 3 clusters Score -2.733127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 194503 members 
Entering Unmasked Estep 
Score: -27331286.000000 Penalty: 6043.781250
	Iteration 66Q: 3 clusters Score -2.733129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 194504 members 
Entering Unmasked Estep 
Score: -27331286.000000 Penalty: 6043.781250
	Iteration 67Q: 3 clusters Score -2.733129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 194506 members 
Entering Unmasked Estep 
Score: -27331288.000000 Penalty: 6043.781250
	Iteration 68Q: 3 clusters Score -2.733129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 194511 members 
Entering Unmasked Estep 
Score: -27331296.000000 Penalty: 6043.781250
	Iteration 69Q: 3 clusters Score -2.73313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 194514 members 
Entering Unmasked Estep 
Score: -27331290.000000 Penalty: 6043.781250
	Iteration 70Q: 3 clusters Score -2.733129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 194517 members 
Entering Unmasked Estep 
Score: -27331300.000000 Penalty: 6043.781250
	Iteration 71Q: 3 clusters Score -2.73313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 194518 members 
Entering Unmasked Estep 
Score: -27331296.000000 Penalty: 6043.781250
	Iteration 72Q: 3 clusters Score -2.73313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 194518 members 
Entering Unmasked Estep 
Score: -27331296.000000 Penalty: 6043.781250
	Iteration 73F: 3 clusters Score -2.73313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Entering Unmasked Estep 
Score: -2680839.000000 Penalty: 2457.351318
	Iteration 0F: 2 clusters Score -2680839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2666650.750000 Penalty: 4914.702637
	Iteration 0F: 3 clusters Score -2666651 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2671477.000000 Penalty: 4914.702637
	Iteration 1F: 3 clusters Score -2671477 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2671934.500000 Penalty: 4914.702637
	Iteration 2F: 3 clusters Score -2671934 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2672329.000000 Penalty: 4914.702637
	Iteration 3Q: 3 clusters Score -2672329 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2672695.000000 Penalty: 4914.702637
	Iteration 4Q: 3 clusters Score -2672695 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2673045.000000 Penalty: 4914.702637
	Iteration 5Q: 3 clusters Score -2673045 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2673366.500000 Penalty: 4914.702637
	Iteration 6Q: 3 clusters Score -2673366 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2673695.250000 Penalty: 4914.702637
	Iteration 7Q: 3 clusters Score -2673695 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2674031.000000 Penalty: 4914.702637
	Iteration 8Q: 3 clusters Score -2674031 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2674383.500000 Penalty: 4914.702637
	Iteration 9Q: 3 clusters Score -2674384 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2674755.500000 Penalty: 4914.702637
	Iteration 10Q: 3 clusters Score -2674756 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2675152.750000 Penalty: 4914.702637
	Iteration 11Q: 3 clusters Score -2675153 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2675635.000000 Penalty: 4914.702637
	Iteration 12Q: 3 clusters Score -2675635 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2676146.250000 Penalty: 4914.702637
	Iteration 13Q: 3 clusters Score -2676146 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -2676664.000000 Penalty: 4914.702637
	Iteration 14Q: 3 clusters Score -2676664 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2677123.500000 Penalty: 4914.702637
	Iteration 15Q: 3 clusters Score -2677124 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2677447.500000 Penalty: 4914.702637
	Iteration 16Q: 3 clusters Score -2677448 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2677639.750000 Penalty: 4914.702637
	Iteration 17Q: 3 clusters Score -2677640 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2677778.250000 Penalty: 4914.702637
	Iteration 18Q: 3 clusters Score -2677778 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2677884.250000 Penalty: 4914.702637
	Iteration 19Q: 3 clusters Score -2677884 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2677952.750000 Penalty: 4914.702637
	Iteration 20F: 3 clusters Score -2677953 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2678011.000000 Penalty: 4914.702637
	Iteration 21Q: 3 clusters Score -2678011 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2678056.750000 Penalty: 4914.702637
	Iteration 22Q: 3 clusters Score -2678057 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2678099.500000 Penalty: 4914.702637
	Iteration 23Q: 3 clusters Score -2678100 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2678150.750000 Penalty: 4914.702637
	Iteration 24Q: 3 clusters Score -2678151 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2678188.250000 Penalty: 4914.702637
	Iteration 25Q: 3 clusters Score -2678188 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2678228.500000 Penalty: 4914.702637
	Iteration 26Q: 3 clusters Score -2678228 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2678273.250000 Penalty: 4914.702637
	Iteration 27Q: 3 clusters Score -2678273 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2678304.250000 Penalty: 4914.702637
	Iteration 28Q: 3 clusters Score -2678304 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2678357.500000 Penalty: 4914.702637
	Iteration 29Q: 3 clusters Score -2678358 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2678381.500000 Penalty: 4914.702637
	Iteration 30Q: 3 clusters Score -2678382 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2678393.000000 Penalty: 4914.702637
	Iteration 31Q: 3 clusters Score -2678393 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2678410.250000 Penalty: 4914.702637
	Iteration 32Q: 3 clusters Score -2678410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2678409.750000 Penalty: 4914.702637
	Iteration 33Q: 3 clusters Score -2678410 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2678421.500000 Penalty: 4914.702637
	Iteration 34Q: 3 clusters Score -2678422 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2678435.750000 Penalty: 4914.702637
	Iteration 35Q: 3 clusters Score -2678436 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2678448.250000 Penalty: 4914.702637
	Iteration 36Q: 3 clusters Score -2678448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2678458.000000 Penalty: 4914.702637
	Iteration 37Q: 3 clusters Score -2678458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2678465.000000 Penalty: 4914.702637
	Iteration 38Q: 3 clusters Score -2678465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2678468.000000 Penalty: 4914.702637
	Iteration 39Q: 3 clusters Score -2678468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2678482.000000 Penalty: 4914.702637
	Iteration 40F: 3 clusters Score -2678482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2678488.250000 Penalty: 4914.702637
	Iteration 41Q: 3 clusters Score -2678488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2678494.500000 Penalty: 4914.702637
	Iteration 42Q: 3 clusters Score -2678494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2678500.500000 Penalty: 4914.702637
	Iteration 43Q: 3 clusters Score -2678500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2678504.500000 Penalty: 4914.702637
	Iteration 44Q: 3 clusters Score -2678504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2678517.000000 Penalty: 4914.702637
	Iteration 45Q: 3 clusters Score -2678517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2678524.000000 Penalty: 4914.702637
	Iteration 46Q: 3 clusters Score -2678524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2678535.500000 Penalty: 4914.702637
	Iteration 47Q: 3 clusters Score -2678536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2678541.500000 Penalty: 4914.702637
	Iteration 48Q: 3 clusters Score -2678542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2678547.750000 Penalty: 4914.702637
	Iteration 49Q: 3 clusters Score -2678548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2678553.500000 Penalty: 4914.702637
	Iteration 50Q: 3 clusters Score -2678554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2678568.000000 Penalty: 4914.702637
	Iteration 51Q: 3 clusters Score -2678568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2678578.750000 Penalty: 4914.702637
	Iteration 52Q: 3 clusters Score -2678579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2678584.500000 Penalty: 4914.702637
	Iteration 53Q: 3 clusters Score -2678584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2678589.500000 Penalty: 4914.702637
	Iteration 54Q: 3 clusters Score -2678590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2678592.250000 Penalty: 4914.702637
	Iteration 55Q: 3 clusters Score -2678592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2678604.750000 Penalty: 4914.702637
	Iteration 56Q: 3 clusters Score -2678605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2678607.750000 Penalty: 4914.702637
	Iteration 57Q: 3 clusters Score -2678608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2678613.000000 Penalty: 4914.702637
	Iteration 58Q: 3 clusters Score -2678613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2678620.250000 Penalty: 4914.702637
	Iteration 59Q: 3 clusters Score -2678620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2678635.000000 Penalty: 4914.702637
	Iteration 60F: 3 clusters Score -2678635 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2678642.500000 Penalty: 4914.702637
	Iteration 61Q: 3 clusters Score -2678642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2678645.750000 Penalty: 4914.702637
	Iteration 62Q: 3 clusters Score -2678646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2678662.750000 Penalty: 4914.702637
	Iteration 63Q: 3 clusters Score -2678663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2678672.750000 Penalty: 4914.702637
	Iteration 64Q: 3 clusters Score -2678673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2678683.250000 Penalty: 4914.702637
	Iteration 65Q: 3 clusters Score -2678683 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2678686.250000 Penalty: 4914.702637
	Iteration 66Q: 3 clusters Score -2678686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2678688.500000 Penalty: 4914.702637
	Iteration 67Q: 3 clusters Score -2678688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2678703.750000 Penalty: 4914.702637
	Iteration 68Q: 3 clusters Score -2678704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2678707.750000 Penalty: 4914.702637
	Iteration 69Q: 3 clusters Score -2678708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2678713.250000 Penalty: 4914.702637
	Iteration 70Q: 3 clusters Score -2678713 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2678723.000000 Penalty: 4914.702637
	Iteration 71Q: 3 clusters Score -2678723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2678728.750000 Penalty: 4914.702637
	Iteration 72Q: 3 clusters Score -2678729 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2678753.250000 Penalty: 4914.702637
	Iteration 73Q: 3 clusters Score -2678753 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2678780.500000 Penalty: 4914.702637
	Iteration 74Q: 3 clusters Score -2678780 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2678800.500000 Penalty: 4914.702637
	Iteration 75Q: 3 clusters Score -2678800 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2678807.500000 Penalty: 4914.702637
	Iteration 76Q: 3 clusters Score -2678808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2678824.500000 Penalty: 4914.702637
	Iteration 77Q: 3 clusters Score -2678824 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2678848.750000 Penalty: 4914.702637
	Iteration 78Q: 3 clusters Score -2678849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2678864.750000 Penalty: 4914.702637
	Iteration 79Q: 3 clusters Score -2678865 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2678872.750000 Penalty: 4914.702637
	Iteration 80F: 3 clusters Score -2678873 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2678892.250000 Penalty: 4914.702637
	Iteration 81Q: 3 clusters Score -2678892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2678915.250000 Penalty: 4914.702637
	Iteration 82Q: 3 clusters Score -2678915 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2678925.750000 Penalty: 4914.702637
	Iteration 83Q: 3 clusters Score -2678926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2678950.500000 Penalty: 4914.702637
	Iteration 84Q: 3 clusters Score -2678950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2678960.750000 Penalty: 4914.702637
	Iteration 85Q: 3 clusters Score -2678961 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2678988.500000 Penalty: 4914.702637
	Iteration 86Q: 3 clusters Score -2678988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2679007.500000 Penalty: 4914.702637
	Iteration 87Q: 3 clusters Score -2679008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2679010.750000 Penalty: 4914.702637
	Iteration 88Q: 3 clusters Score -2679011 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2679027.500000 Penalty: 4914.702637
	Iteration 89Q: 3 clusters Score -2679028 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2679051.000000 Penalty: 4914.702637
	Iteration 90Q: 3 clusters Score -2679051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2679055.250000 Penalty: 4914.702637
	Iteration 91Q: 3 clusters Score -2679055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2679075.250000 Penalty: 4914.702637
	Iteration 92Q: 3 clusters Score -2679075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2679081.500000 Penalty: 4914.702637
	Iteration 93Q: 3 clusters Score -2679082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2679088.500000 Penalty: 4914.702637
	Iteration 94Q: 3 clusters Score -2679088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2679093.000000 Penalty: 4914.702637
	Iteration 95Q: 3 clusters Score -2679093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2679095.000000 Penalty: 4914.702637
	Iteration 96Q: 3 clusters Score -2679095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2679104.500000 Penalty: 4914.702637
	Iteration 97Q: 3 clusters Score -2679104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2679112.750000 Penalty: 4914.702637
	Iteration 98Q: 3 clusters Score -2679113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2679112.000000 Penalty: 4914.702637
	Iteration 99Q: 3 clusters Score -2679112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2679122.000000 Penalty: 4914.702637
	Iteration 100F: 3 clusters Score -2679122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2679116.500000 Penalty: 4914.702637
	Iteration 101Q: 3 clusters Score -2679116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2679129.500000 Penalty: 4914.702637
	Iteration 102Q: 3 clusters Score -2679130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2679130.500000 Penalty: 4914.702637
	Iteration 103Q: 3 clusters Score -2679130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2679126.000000 Penalty: 4914.702637
	Iteration 104Q: 3 clusters Score -2679126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2679129.250000 Penalty: 4914.702637
	Iteration 105Q: 3 clusters Score -2679129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2679141.250000 Penalty: 4914.702637
	Iteration 106Q: 3 clusters Score -2679141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2679137.250000 Penalty: 4914.702637
	Iteration 107Q: 3 clusters Score -2679137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2679139.500000 Penalty: 4914.702637
	Iteration 108Q: 3 clusters Score -2679140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2679138.750000 Penalty: 4914.702637
	Iteration 109Q: 3 clusters Score -2679139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2679139.500000 Penalty: 4914.702637
	Iteration 110Q: 3 clusters Score -2679140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2679146.250000 Penalty: 4914.702637
	Iteration 111Q: 3 clusters Score -2679146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2679145.250000 Penalty: 4914.702637
	Iteration 112Q: 3 clusters Score -2679145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2679142.000000 Penalty: 4914.702637
	Iteration 113Q: 3 clusters Score -2679142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2679145.750000 Penalty: 4914.702637
	Iteration 114Q: 3 clusters Score -2679146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2679145.500000 Penalty: 4914.702637
	Iteration 115Q: 3 clusters Score -2679146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2679147.750000 Penalty: 4914.702637
	Iteration 116Q: 3 clusters Score -2679148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2679146.750000 Penalty: 4914.702637
	Iteration 117Q: 3 clusters Score -2679147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2679150.750000 Penalty: 4914.702637
	Iteration 118Q: 3 clusters Score -2679151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2679149.500000 Penalty: 4914.702637
	Iteration 119Q: 3 clusters Score -2679150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2679153.250000 Penalty: 4914.702637
	Iteration 120F: 3 clusters Score -2679153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2679157.500000 Penalty: 4914.702637
	Iteration 121Q: 3 clusters Score -2679158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2679158.500000 Penalty: 4914.702637
	Iteration 122Q: 3 clusters Score -2679158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2679157.250000 Penalty: 4914.702637
	Iteration 123Q: 3 clusters Score -2679157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2679155.000000 Penalty: 4914.702637
	Iteration 124Q: 3 clusters Score -2679155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2679156.000000 Penalty: 4914.702637
	Iteration 125Q: 3 clusters Score -2679156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2679156.000000 Penalty: 4914.702637
	Iteration 126F: 3 clusters Score -2679156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Entering Unmasked Estep 
Score: -654743.562500 Penalty: 2114.338379
	Iteration 0F: 2 clusters Score -654743.6 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 2468 members 
Entering Unmasked Estep 
Score: -650196.687500 Penalty: 4228.676758
	Iteration 0F: 3 clusters Score -650196.7 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -651244.000000 Penalty: 4228.676758
	Iteration 1F: 3 clusters Score -651244 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -651517.562500 Penalty: 4228.676758
	Iteration 2F: 3 clusters Score -651517.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -651733.125000 Penalty: 4228.676758
	Iteration 3F: 3 clusters Score -651733.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -651936.250000 Penalty: 4228.676758
	Iteration 4Q: 3 clusters Score -651936.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -652180.937500 Penalty: 4228.676758
	Iteration 5F: 3 clusters Score -652180.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -652420.500000 Penalty: 4228.676758
	Iteration 6F: 3 clusters Score -652420.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -652664.750000 Penalty: 4228.676758
	Iteration 7F: 3 clusters Score -652664.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -652831.625000 Penalty: 4228.676758
	Iteration 8Q: 3 clusters Score -652831.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -652968.000000 Penalty: 4228.676758
	Iteration 9Q: 3 clusters Score -652968 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -653047.687500 Penalty: 4228.676758
	Iteration 10Q: 3 clusters Score -653047.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -653102.625000 Penalty: 4228.676758
	Iteration 11Q: 3 clusters Score -653102.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -653138.937500 Penalty: 4228.676758
	Iteration 12Q: 3 clusters Score -653138.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -653161.875000 Penalty: 4228.676758
	Iteration 13Q: 3 clusters Score -653161.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -653179.750000 Penalty: 4228.676758
	Iteration 14Q: 3 clusters Score -653179.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -653198.187500 Penalty: 4228.676758
	Iteration 15Q: 3 clusters Score -653198.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -653211.500000 Penalty: 4228.676758
	Iteration 16Q: 3 clusters Score -653211.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -653222.062500 Penalty: 4228.676758
	Iteration 17Q: 3 clusters Score -653222.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -653229.562500 Penalty: 4228.676758
	Iteration 18Q: 3 clusters Score -653229.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -653235.687500 Penalty: 4228.676758
	Iteration 19Q: 3 clusters Score -653235.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -653240.250000 Penalty: 4228.676758
	Iteration 20F: 3 clusters Score -653240.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -653247.625000 Penalty: 4228.676758
	Iteration 21Q: 3 clusters Score -653247.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -653253.375000 Penalty: 4228.676758
	Iteration 22Q: 3 clusters Score -653253.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -653264.000000 Penalty: 4228.676758
	Iteration 23Q: 3 clusters Score -653264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -653270.625000 Penalty: 4228.676758
	Iteration 24Q: 3 clusters Score -653270.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -653276.937500 Penalty: 4228.676758
	Iteration 25Q: 3 clusters Score -653276.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -653283.062500 Penalty: 4228.676758
	Iteration 26Q: 3 clusters Score -653283.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -653289.625000 Penalty: 4228.676758
	Iteration 27Q: 3 clusters Score -653289.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -653295.625000 Penalty: 4228.676758
	Iteration 28Q: 3 clusters Score -653295.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -653302.062500 Penalty: 4228.676758
	Iteration 29Q: 3 clusters Score -653302.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -653306.625000 Penalty: 4228.676758
	Iteration 30Q: 3 clusters Score -653306.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -653313.125000 Penalty: 4228.676758
	Iteration 31Q: 3 clusters Score -653313.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -653317.437500 Penalty: 4228.676758
	Iteration 32Q: 3 clusters Score -653317.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -653323.000000 Penalty: 4228.676758
	Iteration 33Q: 3 clusters Score -653323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -653326.375000 Penalty: 4228.676758
	Iteration 34Q: 3 clusters Score -653326.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -653331.812500 Penalty: 4228.676758
	Iteration 35Q: 3 clusters Score -653331.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -653334.250000 Penalty: 4228.676758
	Iteration 36Q: 3 clusters Score -653334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -653334.937500 Penalty: 4228.676758
	Iteration 37Q: 3 clusters Score -653334.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -653333.875000 Penalty: 4228.676758
	Iteration 38Q: 3 clusters Score -653333.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -653334.812500 Penalty: 4228.676758
	Iteration 39Q: 3 clusters Score -653334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -653334.812500 Penalty: 4228.676758
	Iteration 40F: 3 clusters Score -653334.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -653336.187500 Penalty: 4228.676758
	Iteration 41Q: 3 clusters Score -653336.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -653338.125000 Penalty: 4228.676758
	Iteration 42Q: 3 clusters Score -653338.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -653340.250000 Penalty: 4228.676758
	Iteration 43Q: 3 clusters Score -653340.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -653345.062500 Penalty: 4228.676758
	Iteration 44Q: 3 clusters Score -653345.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -653349.687500 Penalty: 4228.676758
	Iteration 45Q: 3 clusters Score -653349.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -653350.437500 Penalty: 4228.676758
	Iteration 46Q: 3 clusters Score -653350.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -653352.687500 Penalty: 4228.676758
	Iteration 47Q: 3 clusters Score -653352.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -653354.062500 Penalty: 4228.676758
	Iteration 48Q: 3 clusters Score -653354.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -653354.062500 Penalty: 4228.676758
	Iteration 49Q: 3 clusters Score -653354.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -653358.125000 Penalty: 4228.676758
	Iteration 50Q: 3 clusters Score -653358.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -653357.937500 Penalty: 4228.676758
	Iteration 51Q: 3 clusters Score -653357.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -653358.437500 Penalty: 4228.676758
	Iteration 52Q: 3 clusters Score -653358.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -653361.312500 Penalty: 4228.676758
	Iteration 53Q: 3 clusters Score -653361.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -653363.187500 Penalty: 4228.676758
	Iteration 54Q: 3 clusters Score -653363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -653363.437500 Penalty: 4228.676758
	Iteration 55Q: 3 clusters Score -653363.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -653365.125000 Penalty: 4228.676758
	Iteration 56Q: 3 clusters Score -653365.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -653364.812500 Penalty: 4228.676758
	Iteration 57Q: 3 clusters Score -653364.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -653365.937500 Penalty: 4228.676758
	Iteration 58Q: 3 clusters Score -653365.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -653366.937500 Penalty: 4228.676758
	Iteration 59Q: 3 clusters Score -653366.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -653366.937500 Penalty: 4228.676758
	Iteration 60F: 3 clusters Score -653366.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (56650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56650 members 
Entering Unmasked Estep 
Score: -7902641.500000 Penalty: 2714.272461
	Iteration 0F: 2 clusters Score -7902642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -7864446.000000 Penalty: 5428.544922
	Iteration 0F: 3 clusters Score -7864446 nChanged 26305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -7879051.500000 Penalty: 5428.544922
	Iteration 1F: 3 clusters Score -7879052 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -7879928.000000 Penalty: 5428.544922
	Iteration 2Q: 3 clusters Score -7879928 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -7880910.500000 Penalty: 5428.544922
	Iteration 3Q: 3 clusters Score -7880910 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -7882066.000000 Penalty: 5428.544922
	Iteration 4Q: 3 clusters Score -7882066 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -7883446.000000 Penalty: 5428.544922
	Iteration 5Q: 3 clusters Score -7883446 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -7885090.000000 Penalty: 5428.544922
	Iteration 6F: 3 clusters Score -7885090 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -7887017.000000 Penalty: 5428.544922
	Iteration 7F: 3 clusters Score -7887017 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -7889276.500000 Penalty: 5428.544922
	Iteration 8F: 3 clusters Score -7889276 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -7891436.500000 Penalty: 5428.544922
	Iteration 9F: 3 clusters Score -7891436 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -7893049.500000 Penalty: 5428.544922
	Iteration 10Q: 3 clusters Score -7893050 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -7894089.500000 Penalty: 5428.544922
	Iteration 11Q: 3 clusters Score -7894090 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -7894728.000000 Penalty: 5428.544922
	Iteration 12Q: 3 clusters Score -7894728 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -7895143.000000 Penalty: 5428.544922
	Iteration 13Q: 3 clusters Score -7895143 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -7895503.000000 Penalty: 5428.544922
	Iteration 14Q: 3 clusters Score -7895503 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -7895847.500000 Penalty: 5428.544922
	Iteration 15Q: 3 clusters Score -7895848 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -7896129.500000 Penalty: 5428.544922
	Iteration 16Q: 3 clusters Score -7896130 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -7896432.500000 Penalty: 5428.544922
	Iteration 17Q: 3 clusters Score -7896432 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -7896720.500000 Penalty: 5428.544922
	Iteration 18Q: 3 clusters Score -7896720 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -7896978.500000 Penalty: 5428.544922
	Iteration 19Q: 3 clusters Score -7896978 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -7897227.500000 Penalty: 5428.544922
	Iteration 20F: 3 clusters Score -7897228 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -7897426.500000 Penalty: 5428.544922
	Iteration 21Q: 3 clusters Score -7897426 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -7897655.500000 Penalty: 5428.544922
	Iteration 22Q: 3 clusters Score -7897656 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -7897862.000000 Penalty: 5428.544922
	Iteration 23Q: 3 clusters Score -7897862 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -7898095.000000 Penalty: 5428.544922
	Iteration 24Q: 3 clusters Score -7898095 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -7898361.000000 Penalty: 5428.544922
	Iteration 25Q: 3 clusters Score -7898361 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -7898572.000000 Penalty: 5428.544922
	Iteration 26Q: 3 clusters Score -7898572 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -7898850.000000 Penalty: 5428.544922
	Iteration 27Q: 3 clusters Score -7898850 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -7899110.500000 Penalty: 5428.544922
	Iteration 28Q: 3 clusters Score -7899110 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -7899355.500000 Penalty: 5428.544922
	Iteration 29Q: 3 clusters Score -7899356 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -7899596.500000 Penalty: 5428.544922
	Iteration 30Q: 3 clusters Score -7899596 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -7899792.000000 Penalty: 5428.544922
	Iteration 31Q: 3 clusters Score -7899792 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -7899941.500000 Penalty: 5428.544922
	Iteration 32Q: 3 clusters Score -7899942 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -7900104.000000 Penalty: 5428.544922
	Iteration 33Q: 3 clusters Score -7900104 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -7900232.000000 Penalty: 5428.544922
	Iteration 34Q: 3 clusters Score -7900232 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -7900323.000000 Penalty: 5428.544922
	Iteration 35Q: 3 clusters Score -7900323 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -7900426.500000 Penalty: 5428.544922
	Iteration 36Q: 3 clusters Score -7900426 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -7900496.000000 Penalty: 5428.544922
	Iteration 37Q: 3 clusters Score -7900496 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -7900562.500000 Penalty: 5428.544922
	Iteration 38Q: 3 clusters Score -7900562 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -7900594.000000 Penalty: 5428.544922
	Iteration 39Q: 3 clusters Score -7900594 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -7900630.000000 Penalty: 5428.544922
	Iteration 40F: 3 clusters Score -7900630 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -7900642.500000 Penalty: 5428.544922
	Iteration 41Q: 3 clusters Score -7900642 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -7900679.000000 Penalty: 5428.544922
	Iteration 42Q: 3 clusters Score -7900679 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -7900724.500000 Penalty: 5428.544922
	Iteration 43Q: 3 clusters Score -7900724 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52804 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -7900758.500000 Penalty: 5428.544922
	Iteration 44Q: 3 clusters Score -7900758 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -7900783.500000 Penalty: 5428.544922
	Iteration 45Q: 3 clusters Score -7900784 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -7900812.000000 Penalty: 5428.544922
	Iteration 46Q: 3 clusters Score -7900812 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -7900843.000000 Penalty: 5428.544922
	Iteration 47Q: 3 clusters Score -7900843 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -7900858.000000 Penalty: 5428.544922
	Iteration 48Q: 3 clusters Score -7900858 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -7900871.500000 Penalty: 5428.544922
	Iteration 49Q: 3 clusters Score -7900872 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -7900872.500000 Penalty: 5428.544922
	Iteration 50Q: 3 clusters Score -7900872 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53381 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -7900889.500000 Penalty: 5428.544922
	Iteration 51Q: 3 clusters Score -7900890 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -7900912.500000 Penalty: 5428.544922
	Iteration 52Q: 3 clusters Score -7900912 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -7900939.000000 Penalty: 5428.544922
	Iteration 53Q: 3 clusters Score -7900939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53560 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -7900949.000000 Penalty: 5428.544922
	Iteration 54Q: 3 clusters Score -7900949 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -7900949.500000 Penalty: 5428.544922
	Iteration 55Q: 3 clusters Score -7900950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -7900959.500000 Penalty: 5428.544922
	Iteration 56Q: 3 clusters Score -7900960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -7900978.500000 Penalty: 5428.544922
	Iteration 57Q: 3 clusters Score -7900978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -7900972.000000 Penalty: 5428.544922
	Iteration 58Q: 3 clusters Score -7900972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -7900976.000000 Penalty: 5428.544922
	Iteration 59Q: 3 clusters Score -7900976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -7900980.500000 Penalty: 5428.544922
	Iteration 60F: 3 clusters Score -7900980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7900986.500000 Penalty: 5428.544922
	Iteration 61Q: 3 clusters Score -7900986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -7900998.000000 Penalty: 5428.544922
	Iteration 62Q: 3 clusters Score -7900998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7900994.000000 Penalty: 5428.544922
	Iteration 63Q: 3 clusters Score -7900994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -7900995.500000 Penalty: 5428.544922
	Iteration 64Q: 3 clusters Score -7900996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -7900995.000000 Penalty: 5428.544922
	Iteration 65Q: 3 clusters Score -7900995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -7900989.000000 Penalty: 5428.544922
	Iteration 66Q: 3 clusters Score -7900989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -7900992.500000 Penalty: 5428.544922
	Iteration 67Q: 3 clusters Score -7900992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -7900989.500000 Penalty: 5428.544922
	Iteration 68Q: 3 clusters Score -7900990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -7900989.500000 Penalty: 5428.544922
	Iteration 69Q: 3 clusters Score -7900990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -7900987.000000 Penalty: 5428.544922
	Iteration 70Q: 3 clusters Score -7900987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -7900982.500000 Penalty: 5428.544922
	Iteration 71Q: 3 clusters Score -7900982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -7900989.500000 Penalty: 5428.544922
	Iteration 72Q: 3 clusters Score -7900990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -7900993.500000 Penalty: 5428.544922
	Iteration 73Q: 3 clusters Score -7900994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -7900991.000000 Penalty: 5428.544922
	Iteration 74Q: 3 clusters Score -7900991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -7900991.000000 Penalty: 5428.544922
	Iteration 75F: 3 clusters Score -7900991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 33032 members 
Mstep: Class 6 contains 203439 members 
Mstep: Class 7 contains 49673 members 
Mstep: Class 8 contains 232322 members 
Mstep: Class 9 contains 3611 members 
Mstep: Class 10 contains 51384 members 
Mstep: Class 11 contains 1737 members 
Mstep: Class 13 contains 83380 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 687 members 
Mstep: Class 17 contains 195838 members 
Mstep: Class 21 contains 20104 members 
Mstep: Class 22 contains 5042 members 
Mstep: Class 23 contains 56650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135782000.000000 Penalty: 75362.250000
Iteration 79Q: 23 clusters Score -1.35782e+08 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 566 members 
Mstep: Class 4 contains 12727 members 
Mstep: Class 5 contains 33626 members 
Mstep: Class 6 contains 203076 members 
Mstep: Class 7 contains 50263 members 
Mstep: Class 8 contains 231881 members 
Mstep: Class 9 contains 3608 members 
Mstep: Class 10 contains 51397 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 317 members 
Mstep: Class 13 contains 83026 members 
Mstep: Class 14 contains 5362 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 17 contains 196217 members 
Mstep: Class 18 contains 491 members 
Mstep: Class 19 contains 260 members 
Mstep: Class 21 contains 20001 members 
Mstep: Class 22 contains 5026 members 
Mstep: Class 23 contains 56575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135784112.000000 Penalty: 75362.250000
Iteration 80F: 23 clusters Score -1.357841e+08 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 580 members 
Mstep: Class 4 contains 12776 members 
Mstep: Class 5 contains 34205 members 
Mstep: Class 6 contains 202919 members 
Mstep: Class 7 contains 50401 members 
Mstep: Class 8 contains 231511 members 
Mstep: Class 9 contains 3607 members 
Mstep: Class 10 contains 51407 members 
Mstep: Class 11 contains 1737 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 82683 members 
Mstep: Class 14 contains 5595 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 654 members 
Mstep: Class 17 contains 196535 members 
Mstep: Class 18 contains 489 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 21 contains 19896 members 
Mstep: Class 22 contains 5026 members 
Mstep: Class 23 contains 56487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135785904.000000 Penalty: 75362.250000
Iteration 81Q: 23 clusters Score -1.357859e+08 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 4501 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 12827 members 
Mstep: Class 5 contains 34708 members 
Mstep: Class 6 contains 202948 members 
Mstep: Class 7 contains 50479 members 
Mstep: Class 8 contains 231185 members 
Mstep: Class 9 contains 3607 members 
Mstep: Class 10 contains 51419 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 82358 members 
Mstep: Class 14 contains 5740 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 640 members 
Mstep: Class 17 contains 196791 members 
Mstep: Class 18 contains 489 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19804 members 
Mstep: Class 22 contains 5023 members 
Mstep: Class 23 contains 56388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135786656.000000 Penalty: 75362.250000
Iteration 82Q: 23 clusters Score -1.357867e+08 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 4503 members 
Mstep: Class 3 contains 634 members 
Mstep: Class 4 contains 12868 members 
Mstep: Class 5 contains 35174 members 
Mstep: Class 6 contains 202979 members 
Mstep: Class 7 contains 50570 members 
Mstep: Class 8 contains 231100 members 
Mstep: Class 9 contains 3603 members 
Mstep: Class 10 contains 51401 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 13 contains 81967 members 
Mstep: Class 14 contains 5836 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 196989 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 262 members 
Mstep: Class 21 contains 19736 members 
Mstep: Class 22 contains 5014 members 
Mstep: Class 23 contains 56255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135787328.000000 Penalty: 75362.250000
Iteration 83Q: 23 clusters Score -1.357873e+08 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 4503 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 12898 members 
Mstep: Class 5 contains 35619 members 
Mstep: Class 6 contains 203013 members 
Mstep: Class 7 contains 50667 members 
Mstep: Class 8 contains 231006 members 
Mstep: Class 9 contains 3604 members 
Mstep: Class 10 contains 51380 members 
Mstep: Class 11 contains 1733 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 81591 members 
Mstep: Class 14 contains 5917 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 626 members 
Mstep: Class 17 contains 197202 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 262 members 
Mstep: Class 21 contains 19662 members 
Mstep: Class 22 contains 5012 members 
Mstep: Class 23 contains 56137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135787824.000000 Penalty: 75362.250000
Iteration 84Q: 23 clusters Score -1.357878e+08 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 4505 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 12934 members 
Mstep: Class 5 contains 36086 members 
Mstep: Class 6 contains 203030 members 
Mstep: Class 7 contains 50753 members 
Mstep: Class 8 contains 230967 members 
Mstep: Class 9 contains 3604 members 
Mstep: Class 10 contains 51353 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 81233 members 
Mstep: Class 14 contains 5984 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 197379 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 262 members 
Mstep: Class 21 contains 19594 members 
Mstep: Class 22 contains 5007 members 
Mstep: Class 23 contains 56001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788336.000000 Penalty: 75362.250000
Iteration 85Q: 23 clusters Score -1.357883e+08 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 4506 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 12955 members 
Mstep: Class 5 contains 36521 members 
Mstep: Class 6 contains 203090 members 
Mstep: Class 7 contains 50811 members 
Mstep: Class 8 contains 230989 members 
Mstep: Class 9 contains 3602 members 
Mstep: Class 10 contains 51331 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 80827 members 
Mstep: Class 14 contains 6032 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 197522 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 262 members 
Mstep: Class 21 contains 19553 members 
Mstep: Class 22 contains 5004 members 
Mstep: Class 23 contains 55887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788496.000000 Penalty: 75362.250000
Iteration 86Q: 23 clusters Score -1.357885e+08 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 4505 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 12954 members 
Mstep: Class 5 contains 36979 members 
Mstep: Class 6 contains 203150 members 
Mstep: Class 7 contains 50856 members 
Mstep: Class 8 contains 231031 members 
Mstep: Class 9 contains 3601 members 
Mstep: Class 10 contains 51303 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 80375 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 197705 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 262 members 
Mstep: Class 21 contains 19517 members 
Mstep: Class 22 contains 4998 members 
Mstep: Class 23 contains 55787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135788864.000000 Penalty: 75362.250000
Iteration 87Q: 23 clusters Score -1.357889e+08 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 4505 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 12921 members 
Mstep: Class 5 contains 37448 members 
Mstep: Class 6 contains 203173 members 
Mstep: Class 7 contains 50904 members 
Mstep: Class 8 contains 231130 members 
Mstep: Class 9 contains 3600 members 
Mstep: Class 10 contains 51259 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 79929 members 
Mstep: Class 14 contains 6120 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 197858 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 21 contains 19493 members 
Mstep: Class 22 contains 4998 members 
Mstep: Class 23 contains 55699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135789040.000000 Penalty: 75362.250000
Iteration 88Q: 23 clusters Score -1.35789e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 4505 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 12921 members 
Mstep: Class 5 contains 37875 members 
Mstep: Class 6 contains 203238 members 
Mstep: Class 7 contains 50943 members 
Mstep: Class 8 contains 231270 members 
Mstep: Class 9 contains 3600 members 
Mstep: Class 10 contains 51234 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 79409 members 
Mstep: Class 14 contains 6151 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 197987 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 21 contains 19467 members 
Mstep: Class 22 contains 4998 members 
Mstep: Class 23 contains 55630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135789232.000000 Penalty: 75362.250000
Iteration 89Q: 23 clusters Score -1.357892e+08 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 4506 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 12940 members 
Mstep: Class 5 contains 38293 members 
Mstep: Class 6 contains 203320 members 
Mstep: Class 7 contains 50974 members 
Mstep: Class 8 contains 231340 members 
Mstep: Class 9 contains 3598 members 
Mstep: Class 10 contains 51209 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 78937 members 
Mstep: Class 14 contains 6187 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 198141 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 21 contains 19439 members 
Mstep: Class 22 contains 4995 members 
Mstep: Class 23 contains 55565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135789392.000000 Penalty: 75362.250000
Iteration 90Q: 23 clusters Score -1.357894e+08 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 4505 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 12952 members 
Mstep: Class 5 contains 38756 members 
Mstep: Class 6 contains 203377 members 
Mstep: Class 7 contains 50995 members 
Mstep: Class 8 contains 231409 members 
Mstep: Class 9 contains 3600 members 
Mstep: Class 10 contains 51189 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 78440 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 17 contains 198266 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 21 contains 19409 members 
Mstep: Class 22 contains 4998 members 
Mstep: Class 23 contains 55527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135789328.000000 Penalty: 75362.250000
Iteration 91Q: 23 clusters Score -1.357893e+08 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 4504 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 12954 members 
Mstep: Class 5 contains 39249 members 
Mstep: Class 6 contains 203425 members 
Mstep: Class 7 contains 51015 members 
Mstep: Class 8 contains 231487 members 
Mstep: Class 9 contains 3601 members 
Mstep: Class 10 contains 51167 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 77935 members 
Mstep: Class 14 contains 6255 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 198361 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 21 contains 19380 members 
Mstep: Class 22 contains 4995 members 
Mstep: Class 23 contains 55509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135789584.000000 Penalty: 75362.250000
Iteration 92Q: 23 clusters Score -1.357896e+08 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 4501 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 12973 members 
Mstep: Class 5 contains 39764 members 
Mstep: Class 6 contains 203466 members 
Mstep: Class 7 contains 51018 members 
Mstep: Class 8 contains 231567 members 
Mstep: Class 9 contains 3601 members 
Mstep: Class 10 contains 51140 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 77427 members 
Mstep: Class 14 contains 6281 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 198472 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 21 contains 19357 members 
Mstep: Class 22 contains 4988 members 
Mstep: Class 23 contains 55492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135789840.000000 Penalty: 75362.250000
Iteration 93Q: 23 clusters Score -1.357898e+08 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 13044 members 
Mstep: Class 5 contains 40277 members 
Mstep: Class 6 contains 203479 members 
Mstep: Class 7 contains 51028 members 
Mstep: Class 8 contains 231587 members 
Mstep: Class 9 contains 3600 members 
Mstep: Class 10 contains 51108 members 
Mstep: Class 11 contains 1737 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 76924 members 
Mstep: Class 14 contains 6307 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 198613 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 21 contains 19334 members 
Mstep: Class 22 contains 4979 members 
Mstep: Class 23 contains 55478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135789952.000000 Penalty: 75362.250000
Iteration 94Q: 23 clusters Score -1.3579e+08 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 13124 members 
Mstep: Class 5 contains 40807 members 
Mstep: Class 6 contains 203489 members 
Mstep: Class 7 contains 51051 members 
Mstep: Class 8 contains 231678 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 10 contains 51082 members 
Mstep: Class 11 contains 1737 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 76331 members 
Mstep: Class 14 contains 6329 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 198721 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 21 contains 19328 members 
Mstep: Class 22 contains 4969 members 
Mstep: Class 23 contains 55467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135790016.000000 Penalty: 75362.250000
Iteration 95Q: 23 clusters Score -1.3579e+08 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 13233 members 
Mstep: Class 5 contains 41324 members 
Mstep: Class 6 contains 203459 members 
Mstep: Class 7 contains 51079 members 
Mstep: Class 8 contains 231774 members 
Mstep: Class 9 contains 3594 members 
Mstep: Class 10 contains 51072 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 75708 members 
Mstep: Class 14 contains 6345 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 198873 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 21 contains 19316 members 
Mstep: Class 22 contains 4961 members 
Mstep: Class 23 contains 55465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135790032.000000 Penalty: 75362.250000
Iteration 96Q: 23 clusters Score -1.3579e+08 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 13330 members 
Mstep: Class 5 contains 41832 members 
Mstep: Class 6 contains 203485 members 
Mstep: Class 7 contains 51125 members 
Mstep: Class 8 contains 231906 members 
Mstep: Class 9 contains 3592 members 
Mstep: Class 10 contains 51033 members 
Mstep: Class 11 contains 1738 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 75083 members 
Mstep: Class 14 contains 6360 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 198986 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 21 contains 19300 members 
Mstep: Class 22 contains 4956 members 
Mstep: Class 23 contains 55422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135790416.000000 Penalty: 75362.250000
Iteration 97Q: 23 clusters Score -1.357904e+08 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 13422 members 
Mstep: Class 5 contains 42339 members 
Mstep: Class 6 contains 203547 members 
Mstep: Class 7 contains 51142 members 
Mstep: Class 8 contains 232042 members 
Mstep: Class 9 contains 3590 members 
Mstep: Class 10 contains 51002 members 
Mstep: Class 11 contains 1738 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 74438 members 
Mstep: Class 14 contains 6378 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 619 members 
Mstep: Class 17 contains 199100 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 21 contains 19289 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 55399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135790736.000000 Penalty: 75362.250000
Iteration 98Q: 23 clusters Score -1.357907e+08 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 13500 members 
Mstep: Class 5 contains 42848 members 
Mstep: Class 6 contains 203606 members 
Mstep: Class 7 contains 51147 members 
Mstep: Class 8 contains 232266 members 
Mstep: Class 9 contains 3588 members 
Mstep: Class 10 contains 50971 members 
Mstep: Class 11 contains 1738 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 73713 members 
Mstep: Class 14 contains 6388 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 619 members 
Mstep: Class 17 contains 199245 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 21 contains 19288 members 
Mstep: Class 22 contains 4957 members 
Mstep: Class 23 contains 55385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135791120.000000 Penalty: 75362.250000
Iteration 99Q: 23 clusters Score -1.357911e+08 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 13568 members 
Mstep: Class 5 contains 43389 members 
Mstep: Class 6 contains 203630 members 
Mstep: Class 7 contains 51167 members 
Mstep: Class 8 contains 232467 members 
Mstep: Class 9 contains 3588 members 
Mstep: Class 10 contains 50947 members 
Mstep: Class 11 contains 1738 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 72995 members 
Mstep: Class 14 contains 6394 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 619 members 
Mstep: Class 17 contains 199386 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 21 contains 19283 members 
Mstep: Class 22 contains 4944 members 
Mstep: Class 23 contains 55362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135791376.000000 Penalty: 75362.250000
Iteration 100F: 23 clusters Score -1.357914e+08 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 13614 members 
Mstep: Class 5 contains 43915 members 
Mstep: Class 6 contains 203687 members 
Mstep: Class 7 contains 51182 members 
Mstep: Class 8 contains 232633 members 
Mstep: Class 9 contains 3589 members 
Mstep: Class 10 contains 50904 members 
Mstep: Class 11 contains 1739 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 72307 members 
Mstep: Class 14 contains 6401 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 619 members 
Mstep: Class 17 contains 199571 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 21 contains 19261 members 
Mstep: Class 22 contains 4941 members 
Mstep: Class 23 contains 55340 members 
Entering Unmasked Estep 
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Iteration 101Q: 23 clusters Score -1.357914e+08 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 13660 members 
Mstep: Class 5 contains 44382 members 
Mstep: Class 6 contains 203784 members 
Mstep: Class 7 contains 51193 members 
Mstep: Class 8 contains 232838 members 
Mstep: Class 9 contains 3590 members 
Mstep: Class 10 contains 50853 members 
Mstep: Class 11 contains 1739 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 71609 members 
Mstep: Class 14 contains 6407 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 199712 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 21 contains 19238 members 
Mstep: Class 22 contains 4938 members 
Mstep: Class 23 contains 55335 members 
Entering Unmasked Estep 
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Iteration 102Q: 23 clusters Score -1.357915e+08 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 13701 members 
Mstep: Class 5 contains 44862 members 
Mstep: Class 6 contains 203857 members 
Mstep: Class 7 contains 51218 members 
Mstep: Class 8 contains 233001 members 
Mstep: Class 9 contains 3590 members 
Mstep: Class 10 contains 50805 members 
Mstep: Class 11 contains 1741 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 70934 members 
Mstep: Class 14 contains 6421 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 199861 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 21 contains 19226 members 
Mstep: Class 22 contains 4934 members 
Mstep: Class 23 contains 55331 members 
Entering Unmasked Estep 
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Iteration 103Q: 23 clusters Score -1.357915e+08 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 13713 members 
Mstep: Class 5 contains 45363 members 
Mstep: Class 6 contains 203920 members 
Mstep: Class 7 contains 51232 members 
Mstep: Class 8 contains 233117 members 
Mstep: Class 9 contains 3589 members 
Mstep: Class 10 contains 50763 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 70310 members 
Mstep: Class 14 contains 6433 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 199993 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 21 contains 19212 members 
Mstep: Class 22 contains 4937 members 
Mstep: Class 23 contains 55332 members 
Entering Unmasked Estep 
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Score: -135791584.000000 Penalty: 75362.250000
Iteration 104Q: 23 clusters Score -1.357916e+08 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 13751 members 
Mstep: Class 5 contains 45860 members 
Mstep: Class 6 contains 203956 members 
Mstep: Class 7 contains 51246 members 
Mstep: Class 8 contains 233205 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 50715 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 69683 members 
Mstep: Class 14 contains 6445 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 200144 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 21 contains 19205 members 
Mstep: Class 22 contains 4936 members 
Mstep: Class 23 contains 55342 members 
Entering Unmasked Estep 
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Iteration 105Q: 23 clusters Score -1.357916e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 13788 members 
Mstep: Class 5 contains 46353 members 
Mstep: Class 6 contains 203995 members 
Mstep: Class 7 contains 51268 members 
Mstep: Class 8 contains 233300 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 50656 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 69062 members 
Mstep: Class 14 contains 6464 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 200259 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19190 members 
Mstep: Class 22 contains 4938 members 
Mstep: Class 23 contains 55363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135791856.000000 Penalty: 75362.250000
Iteration 106Q: 23 clusters Score -1.357919e+08 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 13816 members 
Mstep: Class 5 contains 46802 members 
Mstep: Class 6 contains 204046 members 
Mstep: Class 7 contains 51287 members 
Mstep: Class 8 contains 233424 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 50599 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 68413 members 
Mstep: Class 14 contains 6478 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 200410 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19190 members 
Mstep: Class 22 contains 4938 members 
Mstep: Class 23 contains 55381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135791856.000000 Penalty: 75362.250000
Iteration 107Q: 23 clusters Score -1.357919e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 13848 members 
Mstep: Class 5 contains 47253 members 
Mstep: Class 6 contains 204084 members 
Mstep: Class 7 contains 51304 members 
Mstep: Class 8 contains 233572 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 50556 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 67734 members 
Mstep: Class 14 contains 6494 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 200559 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19186 members 
Mstep: Class 22 contains 4934 members 
Mstep: Class 23 contains 55408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792272.000000 Penalty: 75362.250000
Iteration 108Q: 23 clusters Score -1.357923e+08 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 13871 members 
Mstep: Class 5 contains 47708 members 
Mstep: Class 6 contains 204131 members 
Mstep: Class 7 contains 51325 members 
Mstep: Class 8 contains 233705 members 
Mstep: Class 9 contains 3585 members 
Mstep: Class 10 contains 50504 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 67055 members 
Mstep: Class 14 contains 6509 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 200698 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19172 members 
Mstep: Class 22 contains 4932 members 
Mstep: Class 23 contains 55474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792304.000000 Penalty: 75362.250000
Iteration 109Q: 23 clusters Score -1.357923e+08 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 13895 members 
Mstep: Class 5 contains 48137 members 
Mstep: Class 6 contains 204142 members 
Mstep: Class 7 contains 51341 members 
Mstep: Class 8 contains 233889 members 
Mstep: Class 9 contains 3585 members 
Mstep: Class 10 contains 50450 members 
Mstep: Class 11 contains 1743 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 66419 members 
Mstep: Class 14 contains 6523 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 200821 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19155 members 
Mstep: Class 22 contains 4931 members 
Mstep: Class 23 contains 55508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792592.000000 Penalty: 75362.250000
Iteration 110Q: 23 clusters Score -1.357926e+08 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 13924 members 
Mstep: Class 5 contains 48593 members 
Mstep: Class 6 contains 204199 members 
Mstep: Class 7 contains 51358 members 
Mstep: Class 8 contains 233987 members 
Mstep: Class 9 contains 3584 members 
Mstep: Class 10 contains 50398 members 
Mstep: Class 11 contains 1743 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 65769 members 
Mstep: Class 14 contains 6533 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 200959 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19154 members 
Mstep: Class 22 contains 4936 members 
Mstep: Class 23 contains 55554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792384.000000 Penalty: 75362.250000
Iteration 111Q: 23 clusters Score -1.357924e+08 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 13960 members 
Mstep: Class 5 contains 49041 members 
Mstep: Class 6 contains 204224 members 
Mstep: Class 7 contains 51376 members 
Mstep: Class 8 contains 234111 members 
Mstep: Class 9 contains 3584 members 
Mstep: Class 10 contains 50356 members 
Mstep: Class 11 contains 1743 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 65107 members 
Mstep: Class 14 contains 6545 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 201096 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19149 members 
Mstep: Class 22 contains 4930 members 
Mstep: Class 23 contains 55607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792496.000000 Penalty: 75362.250000
Iteration 112Q: 23 clusters Score -1.357925e+08 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 49441 members 
Mstep: Class 6 contains 204241 members 
Mstep: Class 7 contains 51379 members 
Mstep: Class 8 contains 234351 members 
Mstep: Class 9 contains 3584 members 
Mstep: Class 10 contains 50292 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 64444 members 
Mstep: Class 14 contains 6555 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 201207 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19141 members 
Mstep: Class 22 contains 4920 members 
Mstep: Class 23 contains 55660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792752.000000 Penalty: 75362.250000
Iteration 113Q: 23 clusters Score -1.357928e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 14033 members 
Mstep: Class 5 contains 49820 members 
Mstep: Class 6 contains 204260 members 
Mstep: Class 7 contains 51381 members 
Mstep: Class 8 contains 234621 members 
Mstep: Class 9 contains 3584 members 
Mstep: Class 10 contains 50237 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 63725 members 
Mstep: Class 14 contains 6567 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 201328 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19129 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 55719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793136.000000 Penalty: 75362.250000
Iteration 114Q: 23 clusters Score -1.357931e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 4491 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 50211 members 
Mstep: Class 6 contains 204265 members 
Mstep: Class 7 contains 51387 members 
Mstep: Class 8 contains 234924 members 
Mstep: Class 9 contains 3585 members 
Mstep: Class 10 contains 50166 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 62957 members 
Mstep: Class 14 contains 6583 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 201461 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19123 members 
Mstep: Class 22 contains 4912 members 
Mstep: Class 23 contains 55799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793168.000000 Penalty: 75362.250000
Iteration 115Q: 23 clusters Score -1.357932e+08 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 14110 members 
Mstep: Class 5 contains 50577 members 
Mstep: Class 6 contains 204268 members 
Mstep: Class 7 contains 51406 members 
Mstep: Class 8 contains 235238 members 
Mstep: Class 9 contains 3585 members 
Mstep: Class 10 contains 50112 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 62193 members 
Mstep: Class 14 contains 6599 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 201600 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19109 members 
Mstep: Class 22 contains 4910 members 
Mstep: Class 23 contains 55892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793120.000000 Penalty: 75362.250000
Iteration 116Q: 23 clusters Score -1.357931e+08 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 14161 members 
Mstep: Class 5 contains 50931 members 
Mstep: Class 6 contains 204300 members 
Mstep: Class 7 contains 51425 members 
Mstep: Class 8 contains 235522 members 
Mstep: Class 9 contains 3585 members 
Mstep: Class 10 contains 50041 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 61458 members 
Mstep: Class 14 contains 6617 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 201761 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19099 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 55948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793328.000000 Penalty: 75362.250000
Iteration 117Q: 23 clusters Score -1.357933e+08 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 14206 members 
Mstep: Class 5 contains 51274 members 
Mstep: Class 6 contains 204328 members 
Mstep: Class 7 contains 51432 members 
Mstep: Class 8 contains 235778 members 
Mstep: Class 9 contains 3585 members 
Mstep: Class 10 contains 49979 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 60741 members 
Mstep: Class 14 contains 6630 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 201960 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19085 members 
Mstep: Class 22 contains 4893 members 
Mstep: Class 23 contains 56004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793120.000000 Penalty: 75362.250000
Iteration 118Q: 23 clusters Score -1.357931e+08 nChanged 1949
Entering ConstructFrom: 
Score: -135793120.000000 Penalty: 75362.250000
Entering ConstructFrom: 
Trying to split cluster 1 (28228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Entering Unmasked Estep 
Score: -3946240.500000 Penalty: 2541.521240
	Iteration 0F: 2 clusters Score -3946240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3926963.250000 Penalty: 5083.042480
	Iteration 0F: 3 clusters Score -3926963 nChanged 12625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -3933654.500000 Penalty: 5083.042480
	Iteration 1F: 3 clusters Score -3933654 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3933993.000000 Penalty: 5083.042480
	Iteration 2Q: 3 clusters Score -3933993 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3934257.000000 Penalty: 5083.042480
	Iteration 3Q: 3 clusters Score -3934257 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3934463.750000 Penalty: 5083.042480
	Iteration 4Q: 3 clusters Score -3934464 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3934716.500000 Penalty: 5083.042480
	Iteration 5Q: 3 clusters Score -3934716 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -3934949.500000 Penalty: 5083.042480
	Iteration 6Q: 3 clusters Score -3934950 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -3935275.250000 Penalty: 5083.042480
	Iteration 7Q: 3 clusters Score -3935275 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3935731.750000 Penalty: 5083.042480
	Iteration 8Q: 3 clusters Score -3935732 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -3936290.500000 Penalty: 5083.042480
	Iteration 9Q: 3 clusters Score -3936290 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -3936948.000000 Penalty: 5083.042480
	Iteration 10Q: 3 clusters Score -3936948 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -3937745.500000 Penalty: 5083.042480
	Iteration 11Q: 3 clusters Score -3937746 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -3938609.250000 Penalty: 5083.042480
	Iteration 12Q: 3 clusters Score -3938609 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3939522.750000 Penalty: 5083.042480
	Iteration 13Q: 3 clusters Score -3939523 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -3940373.750000 Penalty: 5083.042480
	Iteration 14Q: 3 clusters Score -3940374 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -3941011.500000 Penalty: 5083.042480
	Iteration 15Q: 3 clusters Score -3941012 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3941452.000000 Penalty: 5083.042480
	Iteration 16Q: 3 clusters Score -3941452 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -3941720.750000 Penalty: 5083.042480
	Iteration 17Q: 3 clusters Score -3941721 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3941895.500000 Penalty: 5083.042480
	Iteration 18Q: 3 clusters Score -3941896 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -3941998.500000 Penalty: 5083.042480
	Iteration 19Q: 3 clusters Score -3941998 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -3942090.250000 Penalty: 5083.042480
	Iteration 20F: 3 clusters Score -3942090 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3942158.500000 Penalty: 5083.042480
	Iteration 21Q: 3 clusters Score -3942158 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -3942207.750000 Penalty: 5083.042480
	Iteration 22Q: 3 clusters Score -3942208 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -3942211.750000 Penalty: 5083.042480
	Iteration 23Q: 3 clusters Score -3942212 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -3942254.250000 Penalty: 5083.042480
	Iteration 24Q: 3 clusters Score -3942254 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -3942288.500000 Penalty: 5083.042480
	Iteration 25Q: 3 clusters Score -3942288 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -3942325.000000 Penalty: 5083.042480
	Iteration 26Q: 3 clusters Score -3942325 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3942363.250000 Penalty: 5083.042480
	Iteration 27Q: 3 clusters Score -3942363 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -3942372.500000 Penalty: 5083.042480
	Iteration 28Q: 3 clusters Score -3942372 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -3942393.750000 Penalty: 5083.042480
	Iteration 29Q: 3 clusters Score -3942394 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -3942429.500000 Penalty: 5083.042480
	Iteration 30Q: 3 clusters Score -3942430 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3942446.500000 Penalty: 5083.042480
	Iteration 31Q: 3 clusters Score -3942446 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -3942458.750000 Penalty: 5083.042480
	Iteration 32Q: 3 clusters Score -3942459 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -3942468.000000 Penalty: 5083.042480
	Iteration 33Q: 3 clusters Score -3942468 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -3942494.250000 Penalty: 5083.042480
	Iteration 34Q: 3 clusters Score -3942494 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -3942510.750000 Penalty: 5083.042480
	Iteration 35Q: 3 clusters Score -3942511 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -3942528.500000 Penalty: 5083.042480
	Iteration 36Q: 3 clusters Score -3942528 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -3942557.500000 Penalty: 5083.042480
	Iteration 37Q: 3 clusters Score -3942558 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -3942580.750000 Penalty: 5083.042480
	Iteration 38Q: 3 clusters Score -3942581 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3942598.500000 Penalty: 5083.042480
	Iteration 39Q: 3 clusters Score -3942598 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -3942607.500000 Penalty: 5083.042480
	Iteration 40F: 3 clusters Score -3942608 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -3942625.750000 Penalty: 5083.042480
	Iteration 41Q: 3 clusters Score -3942626 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -3942654.250000 Penalty: 5083.042480
	Iteration 42Q: 3 clusters Score -3942654 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -3942662.000000 Penalty: 5083.042480
	Iteration 43Q: 3 clusters Score -3942662 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -3942692.500000 Penalty: 5083.042480
	Iteration 44Q: 3 clusters Score -3942692 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -3942708.000000 Penalty: 5083.042480
	Iteration 45Q: 3 clusters Score -3942708 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -3942737.500000 Penalty: 5083.042480
	Iteration 46Q: 3 clusters Score -3942738 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -3942748.000000 Penalty: 5083.042480
	Iteration 47Q: 3 clusters Score -3942748 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3942777.000000 Penalty: 5083.042480
	Iteration 48Q: 3 clusters Score -3942777 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -3942811.500000 Penalty: 5083.042480
	Iteration 49Q: 3 clusters Score -3942812 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3942838.000000 Penalty: 5083.042480
	Iteration 50Q: 3 clusters Score -3942838 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -3942866.500000 Penalty: 5083.042480
	Iteration 51Q: 3 clusters Score -3942866 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3942898.250000 Penalty: 5083.042480
	Iteration 52Q: 3 clusters Score -3942898 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -3942933.000000 Penalty: 5083.042480
	Iteration 53Q: 3 clusters Score -3942933 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -3942967.250000 Penalty: 5083.042480
	Iteration 54Q: 3 clusters Score -3942967 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -3943024.500000 Penalty: 5083.042480
	Iteration 55Q: 3 clusters Score -3943024 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3943079.250000 Penalty: 5083.042480
	Iteration 56Q: 3 clusters Score -3943079 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -3943130.000000 Penalty: 5083.042480
	Iteration 57Q: 3 clusters Score -3943130 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3943179.250000 Penalty: 5083.042480
	Iteration 58Q: 3 clusters Score -3943179 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3943222.000000 Penalty: 5083.042480
	Iteration 59Q: 3 clusters Score -3943222 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3943255.250000 Penalty: 5083.042480
	Iteration 60F: 3 clusters Score -3943255 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3943276.000000 Penalty: 5083.042480
	Iteration 61Q: 3 clusters Score -3943276 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -3943304.000000 Penalty: 5083.042480
	Iteration 62Q: 3 clusters Score -3943304 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3943351.500000 Penalty: 5083.042480
	Iteration 63Q: 3 clusters Score -3943352 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -3943375.000000 Penalty: 5083.042480
	Iteration 64Q: 3 clusters Score -3943375 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3943422.000000 Penalty: 5083.042480
	Iteration 65Q: 3 clusters Score -3943422 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3943457.500000 Penalty: 5083.042480
	Iteration 66Q: 3 clusters Score -3943458 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3943493.750000 Penalty: 5083.042480
	Iteration 67Q: 3 clusters Score -3943494 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3943515.750000 Penalty: 5083.042480
	Iteration 68Q: 3 clusters Score -3943516 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3943544.750000 Penalty: 5083.042480
	Iteration 69Q: 3 clusters Score -3943545 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3943570.750000 Penalty: 5083.042480
	Iteration 70Q: 3 clusters Score -3943571 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3943594.500000 Penalty: 5083.042480
	Iteration 71Q: 3 clusters Score -3943594 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3943618.250000 Penalty: 5083.042480
	Iteration 72Q: 3 clusters Score -3943618 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3943658.750000 Penalty: 5083.042480
	Iteration 73Q: 3 clusters Score -3943659 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3943688.250000 Penalty: 5083.042480
	Iteration 74Q: 3 clusters Score -3943688 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3943719.000000 Penalty: 5083.042480
	Iteration 75Q: 3 clusters Score -3943719 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3943732.000000 Penalty: 5083.042480
	Iteration 76Q: 3 clusters Score -3943732 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3943754.750000 Penalty: 5083.042480
	Iteration 77Q: 3 clusters Score -3943755 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3943763.750000 Penalty: 5083.042480
	Iteration 78Q: 3 clusters Score -3943764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3943776.500000 Penalty: 5083.042480
	Iteration 79Q: 3 clusters Score -3943776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3943790.500000 Penalty: 5083.042480
	Iteration 80F: 3 clusters Score -3943790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3943803.000000 Penalty: 5083.042480
	Iteration 81Q: 3 clusters Score -3943803 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3943818.250000 Penalty: 5083.042480
	Iteration 82Q: 3 clusters Score -3943818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3943829.250000 Penalty: 5083.042480
	Iteration 83Q: 3 clusters Score -3943829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3943846.500000 Penalty: 5083.042480
	Iteration 84Q: 3 clusters Score -3943846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3943857.000000 Penalty: 5083.042480
	Iteration 85Q: 3 clusters Score -3943857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3943860.250000 Penalty: 5083.042480
	Iteration 86Q: 3 clusters Score -3943860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3943864.250000 Penalty: 5083.042480
	Iteration 87Q: 3 clusters Score -3943864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3943884.750000 Penalty: 5083.042480
	Iteration 88Q: 3 clusters Score -3943885 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3943886.750000 Penalty: 5083.042480
	Iteration 89Q: 3 clusters Score -3943887 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3943905.000000 Penalty: 5083.042480
	Iteration 90Q: 3 clusters Score -3943905 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3943921.000000 Penalty: 5083.042480
	Iteration 91Q: 3 clusters Score -3943921 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3943927.000000 Penalty: 5083.042480
	Iteration 92Q: 3 clusters Score -3943927 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3943954.000000 Penalty: 5083.042480
	Iteration 93Q: 3 clusters Score -3943954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3943971.750000 Penalty: 5083.042480
	Iteration 94Q: 3 clusters Score -3943972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3943991.000000 Penalty: 5083.042480
	Iteration 95Q: 3 clusters Score -3943991 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3944012.250000 Penalty: 5083.042480
	Iteration 96Q: 3 clusters Score -3944012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3944025.750000 Penalty: 5083.042480
	Iteration 97Q: 3 clusters Score -3944026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3944037.000000 Penalty: 5083.042480
	Iteration 98Q: 3 clusters Score -3944037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3944034.000000 Penalty: 5083.042480
	Iteration 99Q: 3 clusters Score -3944034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3944038.500000 Penalty: 5083.042480
	Iteration 100F: 3 clusters Score -3944038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3944053.250000 Penalty: 5083.042480
	Iteration 101Q: 3 clusters Score -3944053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3944060.750000 Penalty: 5083.042480
	Iteration 102Q: 3 clusters Score -3944061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3944072.750000 Penalty: 5083.042480
	Iteration 103Q: 3 clusters Score -3944073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3944076.500000 Penalty: 5083.042480
	Iteration 104Q: 3 clusters Score -3944076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3944084.250000 Penalty: 5083.042480
	Iteration 105Q: 3 clusters Score -3944084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3944085.250000 Penalty: 5083.042480
	Iteration 106Q: 3 clusters Score -3944085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3944087.750000 Penalty: 5083.042480
	Iteration 107Q: 3 clusters Score -3944088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3944090.000000 Penalty: 5083.042480
	Iteration 108Q: 3 clusters Score -3944090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3944089.750000 Penalty: 5083.042480
	Iteration 109Q: 3 clusters Score -3944090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3944095.750000 Penalty: 5083.042480
	Iteration 110Q: 3 clusters Score -3944096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3944100.250000 Penalty: 5083.042480
	Iteration 111Q: 3 clusters Score -3944100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3944093.250000 Penalty: 5083.042480
	Iteration 112Q: 3 clusters Score -3944093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3944103.000000 Penalty: 5083.042480
	Iteration 113Q: 3 clusters Score -3944103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3944107.750000 Penalty: 5083.042480
	Iteration 114Q: 3 clusters Score -3944108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3944108.250000 Penalty: 5083.042480
	Iteration 115Q: 3 clusters Score -3944108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3944110.250000 Penalty: 5083.042480
	Iteration 116Q: 3 clusters Score -3944110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3944109.500000 Penalty: 5083.042480
	Iteration 117Q: 3 clusters Score -3944110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3944109.000000 Penalty: 5083.042480
	Iteration 118Q: 3 clusters Score -3944109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3944110.750000 Penalty: 5083.042480
	Iteration 119Q: 3 clusters Score -3944111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3944112.500000 Penalty: 5083.042480
	Iteration 120F: 3 clusters Score -3944112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3944114.500000 Penalty: 5083.042480
	Iteration 121Q: 3 clusters Score -3944114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3944114.500000 Penalty: 5083.042480
	Iteration 122F: 3 clusters Score -3944114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Entering Unmasked Estep 
Score: -590882.250000 Penalty: 2085.803711
	Iteration 0F: 2 clusters Score -590882.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -586711.000000 Penalty: 4171.607422
	Iteration 0F: 3 clusters Score -586711 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -587797.187500 Penalty: 4171.607422
	Iteration 1F: 3 clusters Score -587797.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -588085.000000 Penalty: 4171.607422
	Iteration 2F: 3 clusters Score -588085 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -588261.062500 Penalty: 4171.607422
	Iteration 3F: 3 clusters Score -588261.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -588376.062500 Penalty: 4171.607422
	Iteration 4Q: 3 clusters Score -588376.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -588476.750000 Penalty: 4171.607422
	Iteration 5Q: 3 clusters Score -588476.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -588561.687500 Penalty: 4171.607422
	Iteration 6Q: 3 clusters Score -588561.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -588662.187500 Penalty: 4171.607422
	Iteration 7Q: 3 clusters Score -588662.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -588768.562500 Penalty: 4171.607422
	Iteration 8Q: 3 clusters Score -588768.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -588873.437500 Penalty: 4171.607422
	Iteration 9Q: 3 clusters Score -588873.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -588990.125000 Penalty: 4171.607422
	Iteration 10Q: 3 clusters Score -588990.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -589102.875000 Penalty: 4171.607422
	Iteration 11Q: 3 clusters Score -589102.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -589201.500000 Penalty: 4171.607422
	Iteration 12Q: 3 clusters Score -589201.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -589294.437500 Penalty: 4171.607422
	Iteration 13Q: 3 clusters Score -589294.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -589361.750000 Penalty: 4171.607422
	Iteration 14Q: 3 clusters Score -589361.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -589413.125000 Penalty: 4171.607422
	Iteration 15Q: 3 clusters Score -589413.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -589445.187500 Penalty: 4171.607422
	Iteration 16Q: 3 clusters Score -589445.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -589470.250000 Penalty: 4171.607422
	Iteration 17Q: 3 clusters Score -589470.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -589490.562500 Penalty: 4171.607422
	Iteration 18Q: 3 clusters Score -589490.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -589512.875000 Penalty: 4171.607422
	Iteration 19Q: 3 clusters Score -589512.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -589525.187500 Penalty: 4171.607422
	Iteration 20F: 3 clusters Score -589525.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -589534.437500 Penalty: 4171.607422
	Iteration 21Q: 3 clusters Score -589534.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -589542.250000 Penalty: 4171.607422
	Iteration 22Q: 3 clusters Score -589542.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -589547.937500 Penalty: 4171.607422
	Iteration 23Q: 3 clusters Score -589547.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -589553.750000 Penalty: 4171.607422
	Iteration 24Q: 3 clusters Score -589553.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -589559.062500 Penalty: 4171.607422
	Iteration 25Q: 3 clusters Score -589559.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -589563.000000 Penalty: 4171.607422
	Iteration 26Q: 3 clusters Score -589563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -589567.687500 Penalty: 4171.607422
	Iteration 27Q: 3 clusters Score -589567.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -589569.687500 Penalty: 4171.607422
	Iteration 28Q: 3 clusters Score -589569.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -589572.562500 Penalty: 4171.607422
	Iteration 29Q: 3 clusters Score -589572.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -589575.937500 Penalty: 4171.607422
	Iteration 30Q: 3 clusters Score -589575.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -589578.000000 Penalty: 4171.607422
	Iteration 31Q: 3 clusters Score -589578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -589594.437500 Penalty: 4171.607422
	Iteration 32Q: 3 clusters Score -589594.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -589598.000000 Penalty: 4171.607422
	Iteration 33Q: 3 clusters Score -589598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -589600.500000 Penalty: 4171.607422
	Iteration 34Q: 3 clusters Score -589600.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -589603.000000 Penalty: 4171.607422
	Iteration 35Q: 3 clusters Score -589603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -589605.562500 Penalty: 4171.607422
	Iteration 36Q: 3 clusters Score -589605.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -589607.437500 Penalty: 4171.607422
	Iteration 37Q: 3 clusters Score -589607.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -589609.125000 Penalty: 4171.607422
	Iteration 38Q: 3 clusters Score -589609.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -589612.687500 Penalty: 4171.607422
	Iteration 39Q: 3 clusters Score -589612.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -589616.312500 Penalty: 4171.607422
	Iteration 40F: 3 clusters Score -589616.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -589616.062500 Penalty: 4171.607422
	Iteration 41Q: 3 clusters Score -589616.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -589615.312500 Penalty: 4171.607422
	Iteration 42Q: 3 clusters Score -589615.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -589617.250000 Penalty: 4171.607422
	Iteration 43Q: 3 clusters Score -589617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -589617.312500 Penalty: 4171.607422
	Iteration 44Q: 3 clusters Score -589617.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -589617.062500 Penalty: 4171.607422
	Iteration 45Q: 3 clusters Score -589617.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -589616.937500 Penalty: 4171.607422
	Iteration 46Q: 3 clusters Score -589616.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -589617.687500 Penalty: 4171.607422
	Iteration 47Q: 3 clusters Score -589617.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -589617.687500 Penalty: 4171.607422
	Iteration 48F: 3 clusters Score -589617.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -78367.796875 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -78367.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76903.398438 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -76903.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -77214.671875 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -77214.67 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -77336.093750 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -77336.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -77400.578125 Penalty: 3209.516602
	Iteration 3Q: 3 clusters Score -77400.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -77454.218750 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -77454.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -77497.195312 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -77497.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -77576.132812 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -77576.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -77631.093750 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -77631.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -77745.226562 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -77745.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -77796.179688 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -77796.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -77817.421875 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -77817.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -77830.554688 Penalty: 3209.516602
	Iteration 11Q: 3 clusters Score -77830.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -77846.515625 Penalty: 3209.516602
	Iteration 12Q: 3 clusters Score -77846.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -77850.726562 Penalty: 3209.516602
	Iteration 13Q: 3 clusters Score -77850.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -77883.195312 Penalty: 3209.516602
	Iteration 14F: 3 clusters Score -77883.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -77932.375000 Penalty: 3209.516602
	Iteration 15Q: 3 clusters Score -77932.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -78116.929688 Penalty: 3209.516602
	Iteration 16Q: 3 clusters Score -78116.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -78160.703125 Penalty: 3209.516602
	Iteration 17Q: 3 clusters Score -78160.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -78194.023438 Penalty: 3209.516602
	Iteration 18Q: 3 clusters Score -78194.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -78215.140625 Penalty: 3209.516602
	Iteration 19Q: 3 clusters Score -78215.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -78241.851562 Penalty: 3209.516602
	Iteration 20F: 3 clusters Score -78241.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -78309.765625 Penalty: 3209.516602
	Iteration 21Q: 3 clusters Score -78309.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -78344.500000 Penalty: 3209.516602
	Iteration 22Q: 3 clusters Score -78344.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -78367.570312 Penalty: 3209.516602
	Iteration 23Q: 3 clusters Score -78367.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -78374.976562 Penalty: 3209.516602
	Iteration 24Q: 3 clusters Score -78374.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -78374.976562 Penalty: 3209.516602
	Iteration 25F: 3 clusters Score -78374.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 14246 members 
Mstep: Class 5 contains 51646 members 
Mstep: Class 6 contains 204368 members 
Mstep: Class 7 contains 51443 members 
Mstep: Class 8 contains 235957 members 
Mstep: Class 9 contains 3584 members 
Mstep: Class 10 contains 49910 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 60041 members 
Mstep: Class 14 contains 6642 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 202166 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 93 members 
Mstep: Class 21 contains 19075 members 
Mstep: Class 22 contains 4878 members 
Mstep: Class 23 contains 56074 members 
Entering Unmasked Estep 
Score: -135791088.000000 Penalty: 78787.804688
Splitting cluster 3 changes total score from -135793120.000000 to -135791088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (14246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Entering Unmasked Estep 
Score: -2003692.125000 Penalty: 2371.929443
	Iteration 0F: 2 clusters Score -2003692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1993256.750000 Penalty: 4743.858887
	Iteration 0F: 3 clusters Score -1993257 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1996482.500000 Penalty: 4743.858887
	Iteration 1F: 3 clusters Score -1996482 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1996828.875000 Penalty: 4743.858887
	Iteration 2F: 3 clusters Score -1996829 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1997068.625000 Penalty: 4743.858887
	Iteration 3Q: 3 clusters Score -1997069 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1997259.375000 Penalty: 4743.858887
	Iteration 4Q: 3 clusters Score -1997259 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1997406.250000 Penalty: 4743.858887
	Iteration 5Q: 3 clusters Score -1997406 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1997541.000000 Penalty: 4743.858887
	Iteration 6Q: 3 clusters Score -1997541 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1997677.875000 Penalty: 4743.858887
	Iteration 7Q: 3 clusters Score -1997678 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1997830.500000 Penalty: 4743.858887
	Iteration 8Q: 3 clusters Score -1997830 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1997995.125000 Penalty: 4743.858887
	Iteration 9Q: 3 clusters Score -1997995 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1998183.500000 Penalty: 4743.858887
	Iteration 10Q: 3 clusters Score -1998184 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1998439.250000 Penalty: 4743.858887
	Iteration 11Q: 3 clusters Score -1998439 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1998765.625000 Penalty: 4743.858887
	Iteration 12Q: 3 clusters Score -1998766 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1999182.625000 Penalty: 4743.858887
	Iteration 13Q: 3 clusters Score -1999183 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1999659.500000 Penalty: 4743.858887
	Iteration 14Q: 3 clusters Score -1999660 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2000148.750000 Penalty: 4743.858887
	Iteration 15Q: 3 clusters Score -2000149 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2000605.250000 Penalty: 4743.858887
	Iteration 16Q: 3 clusters Score -2000605 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2000970.125000 Penalty: 4743.858887
	Iteration 17Q: 3 clusters Score -2000970 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2001194.500000 Penalty: 4743.858887
	Iteration 18Q: 3 clusters Score -2001194 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2001356.375000 Penalty: 4743.858887
	Iteration 19Q: 3 clusters Score -2001356 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2001452.375000 Penalty: 4743.858887
	Iteration 20F: 3 clusters Score -2001452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2001516.375000 Penalty: 4743.858887
	Iteration 21Q: 3 clusters Score -2001516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2001558.250000 Penalty: 4743.858887
	Iteration 22Q: 3 clusters Score -2001558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2001585.500000 Penalty: 4743.858887
	Iteration 23Q: 3 clusters Score -2001586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2001606.375000 Penalty: 4743.858887
	Iteration 24Q: 3 clusters Score -2001606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2001613.875000 Penalty: 4743.858887
	Iteration 25Q: 3 clusters Score -2001614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2001621.250000 Penalty: 4743.858887
	Iteration 26Q: 3 clusters Score -2001621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2001624.875000 Penalty: 4743.858887
	Iteration 27Q: 3 clusters Score -2001625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2001624.750000 Penalty: 4743.858887
	Iteration 28Q: 3 clusters Score -2001625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2001629.125000 Penalty: 4743.858887
	Iteration 29Q: 3 clusters Score -2001629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2001632.000000 Penalty: 4743.858887
	Iteration 30Q: 3 clusters Score -2001632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2001630.375000 Penalty: 4743.858887
	Iteration 31Q: 3 clusters Score -2001630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2001633.500000 Penalty: 4743.858887
	Iteration 32Q: 3 clusters Score -2001634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2001635.500000 Penalty: 4743.858887
	Iteration 33Q: 3 clusters Score -2001636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2001635.500000 Penalty: 4743.858887
	Iteration 34F: 3 clusters Score -2001636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51646 members 
Entering Unmasked Estep 
Score: -7237401.500000 Penalty: 2691.337646
	Iteration 0F: 2 clusters Score -7237402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -7202574.000000 Penalty: 5382.675293
	Iteration 0F: 3 clusters Score -7202574 nChanged 23884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -7216276.000000 Penalty: 5382.675293
	Iteration 1F: 3 clusters Score -7216276 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -7217080.500000 Penalty: 5382.675293
	Iteration 2Q: 3 clusters Score -7217080 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -7217922.500000 Penalty: 5382.675293
	Iteration 3Q: 3 clusters Score -7217922 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -7218995.000000 Penalty: 5382.675293
	Iteration 4Q: 3 clusters Score -7218995 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -7220198.500000 Penalty: 5382.675293
	Iteration 5Q: 3 clusters Score -7220198 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -7221439.500000 Penalty: 5382.675293
	Iteration 6Q: 3 clusters Score -7221440 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -7223070.000000 Penalty: 5382.675293
	Iteration 7F: 3 clusters Score -7223070 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -7224876.000000 Penalty: 5382.675293
	Iteration 8F: 3 clusters Score -7224876 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -7226463.500000 Penalty: 5382.675293
	Iteration 9F: 3 clusters Score -7226464 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -7227468.000000 Penalty: 5382.675293
	Iteration 10Q: 3 clusters Score -7227468 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -7227902.000000 Penalty: 5382.675293
	Iteration 11Q: 3 clusters Score -7227902 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -7228145.000000 Penalty: 5382.675293
	Iteration 12Q: 3 clusters Score -7228145 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -7228312.500000 Penalty: 5382.675293
	Iteration 13Q: 3 clusters Score -7228312 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -7228409.000000 Penalty: 5382.675293
	Iteration 14Q: 3 clusters Score -7228409 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -7228453.000000 Penalty: 5382.675293
	Iteration 15Q: 3 clusters Score -7228453 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -7228539.500000 Penalty: 5382.675293
	Iteration 16Q: 3 clusters Score -7228540 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -7228624.500000 Penalty: 5382.675293
	Iteration 17Q: 3 clusters Score -7228624 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -7228718.500000 Penalty: 5382.675293
	Iteration 18Q: 3 clusters Score -7228718 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -7228798.000000 Penalty: 5382.675293
	Iteration 19Q: 3 clusters Score -7228798 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -7228868.500000 Penalty: 5382.675293
	Iteration 20F: 3 clusters Score -7228868 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -7228918.000000 Penalty: 5382.675293
	Iteration 21Q: 3 clusters Score -7228918 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -7229007.500000 Penalty: 5382.675293
	Iteration 22Q: 3 clusters Score -7229008 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -7229132.000000 Penalty: 5382.675293
	Iteration 23Q: 3 clusters Score -7229132 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -7229233.000000 Penalty: 5382.675293
	Iteration 24Q: 3 clusters Score -7229233 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -7229324.000000 Penalty: 5382.675293
	Iteration 25Q: 3 clusters Score -7229324 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -7229407.500000 Penalty: 5382.675293
	Iteration 26Q: 3 clusters Score -7229408 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -7229519.500000 Penalty: 5382.675293
	Iteration 27Q: 3 clusters Score -7229520 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -7229661.500000 Penalty: 5382.675293
	Iteration 28Q: 3 clusters Score -7229662 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -7229816.000000 Penalty: 5382.675293
	Iteration 29Q: 3 clusters Score -7229816 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -7229949.000000 Penalty: 5382.675293
	Iteration 30Q: 3 clusters Score -7229949 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -7230148.000000 Penalty: 5382.675293
	Iteration 31Q: 3 clusters Score -7230148 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -7230307.500000 Penalty: 5382.675293
	Iteration 32Q: 3 clusters Score -7230308 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -7230482.500000 Penalty: 5382.675293
	Iteration 33Q: 3 clusters Score -7230482 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -7230706.500000 Penalty: 5382.675293
	Iteration 34Q: 3 clusters Score -7230706 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -7230943.500000 Penalty: 5382.675293
	Iteration 35Q: 3 clusters Score -7230944 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -7231127.000000 Penalty: 5382.675293
	Iteration 36Q: 3 clusters Score -7231127 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -7231369.500000 Penalty: 5382.675293
	Iteration 37Q: 3 clusters Score -7231370 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -7231612.500000 Penalty: 5382.675293
	Iteration 38Q: 3 clusters Score -7231612 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -7231855.000000 Penalty: 5382.675293
	Iteration 39Q: 3 clusters Score -7231855 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -7232098.500000 Penalty: 5382.675293
	Iteration 40F: 3 clusters Score -7232098 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -7232360.500000 Penalty: 5382.675293
	Iteration 41Q: 3 clusters Score -7232360 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -7232560.500000 Penalty: 5382.675293
	Iteration 42Q: 3 clusters Score -7232560 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -7232773.500000 Penalty: 5382.675293
	Iteration 43Q: 3 clusters Score -7232774 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -7232973.000000 Penalty: 5382.675293
	Iteration 44Q: 3 clusters Score -7232973 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -7233201.500000 Penalty: 5382.675293
	Iteration 45Q: 3 clusters Score -7233202 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -7233432.000000 Penalty: 5382.675293
	Iteration 46Q: 3 clusters Score -7233432 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -7233637.500000 Penalty: 5382.675293
	Iteration 47Q: 3 clusters Score -7233638 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -7233844.500000 Penalty: 5382.675293
	Iteration 48Q: 3 clusters Score -7233844 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -7234087.500000 Penalty: 5382.675293
	Iteration 49Q: 3 clusters Score -7234088 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -7234200.500000 Penalty: 5382.675293
	Iteration 50Q: 3 clusters Score -7234200 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -7234361.500000 Penalty: 5382.675293
	Iteration 51Q: 3 clusters Score -7234362 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -7234440.500000 Penalty: 5382.675293
	Iteration 52Q: 3 clusters Score -7234440 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -7234484.500000 Penalty: 5382.675293
	Iteration 53Q: 3 clusters Score -7234484 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -7234504.000000 Penalty: 5382.675293
	Iteration 54Q: 3 clusters Score -7234504 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -7234568.500000 Penalty: 5382.675293
	Iteration 55Q: 3 clusters Score -7234568 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -7234616.000000 Penalty: 5382.675293
	Iteration 56Q: 3 clusters Score -7234616 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -7234642.500000 Penalty: 5382.675293
	Iteration 57Q: 3 clusters Score -7234642 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -7234692.500000 Penalty: 5382.675293
	Iteration 58Q: 3 clusters Score -7234692 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -7234734.000000 Penalty: 5382.675293
	Iteration 59Q: 3 clusters Score -7234734 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -7234769.500000 Penalty: 5382.675293
	Iteration 60F: 3 clusters Score -7234770 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -7234778.500000 Penalty: 5382.675293
	Iteration 61Q: 3 clusters Score -7234778 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -7234772.000000 Penalty: 5382.675293
	Iteration 62Q: 3 clusters Score -7234772 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -7234795.000000 Penalty: 5382.675293
	Iteration 63Q: 3 clusters Score -7234795 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -7234829.500000 Penalty: 5382.675293
	Iteration 64Q: 3 clusters Score -7234830 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -7234851.000000 Penalty: 5382.675293
	Iteration 65Q: 3 clusters Score -7234851 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -7234889.000000 Penalty: 5382.675293
	Iteration 66Q: 3 clusters Score -7234889 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -7234888.500000 Penalty: 5382.675293
	Iteration 67Q: 3 clusters Score -7234888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -7234889.500000 Penalty: 5382.675293
	Iteration 68Q: 3 clusters Score -7234890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -7234894.000000 Penalty: 5382.675293
	Iteration 69Q: 3 clusters Score -7234894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -7234902.500000 Penalty: 5382.675293
	Iteration 70Q: 3 clusters Score -7234902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -7234905.000000 Penalty: 5382.675293
	Iteration 71Q: 3 clusters Score -7234905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -7234913.000000 Penalty: 5382.675293
	Iteration 72Q: 3 clusters Score -7234913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48035 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -7234914.000000 Penalty: 5382.675293
	Iteration 73Q: 3 clusters Score -7234914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -7234913.000000 Penalty: 5382.675293
	Iteration 74Q: 3 clusters Score -7234913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7234918.000000 Penalty: 5382.675293
	Iteration 75Q: 3 clusters Score -7234918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -7234924.000000 Penalty: 5382.675293
	Iteration 76Q: 3 clusters Score -7234924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -7234931.000000 Penalty: 5382.675293
	Iteration 77Q: 3 clusters Score -7234931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -7234928.500000 Penalty: 5382.675293
	Iteration 78Q: 3 clusters Score -7234928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -7234924.000000 Penalty: 5382.675293
	Iteration 79Q: 3 clusters Score -7234924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -7234937.500000 Penalty: 5382.675293
	Iteration 80F: 3 clusters Score -7234938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -7234932.500000 Penalty: 5382.675293
	Iteration 81Q: 3 clusters Score -7234932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -7234943.500000 Penalty: 5382.675293
	Iteration 82Q: 3 clusters Score -7234944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -7234947.500000 Penalty: 5382.675293
	Iteration 83Q: 3 clusters Score -7234948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -7234946.500000 Penalty: 5382.675293
	Iteration 84Q: 3 clusters Score -7234946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -7234949.000000 Penalty: 5382.675293
	Iteration 85Q: 3 clusters Score -7234949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -7234947.500000 Penalty: 5382.675293
	Iteration 86Q: 3 clusters Score -7234948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -7234941.500000 Penalty: 5382.675293
	Iteration 87Q: 3 clusters Score -7234942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -7234943.500000 Penalty: 5382.675293
	Iteration 88Q: 3 clusters Score -7234944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -7234941.000000 Penalty: 5382.675293
	Iteration 89Q: 3 clusters Score -7234941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -7234939.500000 Penalty: 5382.675293
	Iteration 90Q: 3 clusters Score -7234940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -7234943.000000 Penalty: 5382.675293
	Iteration 91Q: 3 clusters Score -7234943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -7234942.000000 Penalty: 5382.675293
	Iteration 92Q: 3 clusters Score -7234942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -7234942.000000 Penalty: 5382.675293
	Iteration 93F: 3 clusters Score -7234942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (204368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204368 members 
Entering Unmasked Estep 
Score: -28558282.000000 Penalty: 3032.463867
	Iteration 0F: 2 clusters Score -2.855828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101953 members 
Mstep: Class 2 contains 102415 members 
Entering Unmasked Estep 
Score: -28435790.000000 Penalty: 6064.927734
	Iteration 0F: 3 clusters Score -2.843579e+07 nChanged 98485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97640 members 
Mstep: Class 2 contains 106728 members 
Entering Unmasked Estep 
Score: -28493138.000000 Penalty: 6064.927734
	Iteration 1F: 3 clusters Score -2.849314e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94490 members 
Mstep: Class 2 contains 109878 members 
Entering Unmasked Estep 
Score: -28494450.000000 Penalty: 6064.927734
	Iteration 2Q: 3 clusters Score -2.849445e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 114965 members 
Entering Unmasked Estep 
Score: -28496386.000000 Penalty: 6064.927734
	Iteration 3Q: 3 clusters Score -2.849639e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81492 members 
Mstep: Class 2 contains 122876 members 
Entering Unmasked Estep 
Score: -28499656.000000 Penalty: 6064.927734
	Iteration 4Q: 3 clusters Score -2.849966e+07 nChanged 12470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 134720 members 
Entering Unmasked Estep 
Score: -28506010.000000 Penalty: 6064.927734
	Iteration 5F: 3 clusters Score -2.850601e+07 nChanged 16164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 150628 members 
Entering Unmasked Estep 
Score: -28516554.000000 Penalty: 6064.927734
	Iteration 6F: 3 clusters Score -2.851655e+07 nChanged 18432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 169004 members 
Entering Unmasked Estep 
Score: -28528894.000000 Penalty: 6064.927734
	Iteration 7F: 3 clusters Score -2.852889e+07 nChanged 16532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 185526 members 
Entering Unmasked Estep 
Score: -28541290.000000 Penalty: 6064.927734
	Iteration 8F: 3 clusters Score -2.854129e+07 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 196727 members 
Entering Unmasked Estep 
Score: -28550062.000000 Penalty: 6064.927734
	Iteration 9F: 3 clusters Score -2.855006e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 201890 members 
Entering Unmasked Estep 
Score: -28553816.000000 Penalty: 6064.927734
	Iteration 10Q: 3 clusters Score -2.855382e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 203582 members 
Entering Unmasked Estep 
Score: -28554926.000000 Penalty: 6064.927734
	Iteration 11Q: 3 clusters Score -2.855493e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 203983 members 
Entering Unmasked Estep 
Score: -28555324.000000 Penalty: 6064.927734
	Iteration 12Q: 3 clusters Score -2.855532e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 204091 members 
Entering Unmasked Estep 
Score: -28555506.000000 Penalty: 6064.927734
	Iteration 13Q: 3 clusters Score -2.855551e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 204120 members 
Entering Unmasked Estep 
Score: -28555582.000000 Penalty: 6064.927734
	Iteration 14Q: 3 clusters Score -2.855558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 204130 members 
Entering Unmasked Estep 
Score: -28555582.000000 Penalty: 6064.927734
	Iteration 15Q: 3 clusters Score -2.855558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 204137 members 
Entering Unmasked Estep 
Score: -28555610.000000 Penalty: 6064.927734
	Iteration 16Q: 3 clusters Score -2.855561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 204141 members 
Entering Unmasked Estep 
Score: -28555616.000000 Penalty: 6064.927734
	Iteration 17Q: 3 clusters Score -2.855562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 204144 members 
Entering Unmasked Estep 
Score: -28555648.000000 Penalty: 6064.927734
	Iteration 18Q: 3 clusters Score -2.855565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 204148 members 
Entering Unmasked Estep 
Score: -28555642.000000 Penalty: 6064.927734
	Iteration 19Q: 3 clusters Score -2.855564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 204150 members 
Entering Unmasked Estep 
Score: -28555668.000000 Penalty: 6064.927734
	Iteration 20F: 3 clusters Score -2.855567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 204150 members 
Entering Unmasked Estep 
Score: -28555660.000000 Penalty: 6064.927734
	Iteration 21Q: 3 clusters Score -2.855566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 204151 members 
Entering Unmasked Estep 
Score: -28555670.000000 Penalty: 6064.927734
	Iteration 22Q: 3 clusters Score -2.855567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 204151 members 
Entering Unmasked Estep 
Score: -28555670.000000 Penalty: 6064.927734
	Iteration 23F: 3 clusters Score -2.855567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Entering Unmasked Estep 
Score: -6960555.000000 Penalty: 2690.360840
	Iteration 0F: 2 clusters Score -6960555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -6925928.000000 Penalty: 5380.721680
	Iteration 0F: 3 clusters Score -6925928 nChanged 23829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -6939146.000000 Penalty: 5380.721680
	Iteration 1F: 3 clusters Score -6939146 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -6939702.500000 Penalty: 5380.721680
	Iteration 2Q: 3 clusters Score -6939702 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -6940327.000000 Penalty: 5380.721680
	Iteration 3Q: 3 clusters Score -6940327 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -6940939.500000 Penalty: 5380.721680
	Iteration 4Q: 3 clusters Score -6940940 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -6941643.000000 Penalty: 5380.721680
	Iteration 5Q: 3 clusters Score -6941643 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -6942671.500000 Penalty: 5380.721680
	Iteration 6Q: 3 clusters Score -6942672 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -6944323.500000 Penalty: 5380.721680
	Iteration 7F: 3 clusters Score -6944324 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -6946724.500000 Penalty: 5380.721680
	Iteration 8F: 3 clusters Score -6946724 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -6949609.000000 Penalty: 5380.721680
	Iteration 9F: 3 clusters Score -6949609 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -6952516.000000 Penalty: 5380.721680
	Iteration 10F: 3 clusters Score -6952516 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -6954939.500000 Penalty: 5380.721680
	Iteration 11F: 3 clusters Score -6954940 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -6956471.000000 Penalty: 5380.721680
	Iteration 12Q: 3 clusters Score -6956471 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6957313.500000 Penalty: 5380.721680
	Iteration 13Q: 3 clusters Score -6957314 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6957722.500000 Penalty: 5380.721680
	Iteration 14Q: 3 clusters Score -6957722 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6957916.000000 Penalty: 5380.721680
	Iteration 15Q: 3 clusters Score -6957916 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6958039.000000 Penalty: 5380.721680
	Iteration 16Q: 3 clusters Score -6958039 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6958108.500000 Penalty: 5380.721680
	Iteration 17Q: 3 clusters Score -6958108 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6958164.500000 Penalty: 5380.721680
	Iteration 18Q: 3 clusters Score -6958164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6958186.000000 Penalty: 5380.721680
	Iteration 19Q: 3 clusters Score -6958186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6958191.000000 Penalty: 5380.721680
	Iteration 20F: 3 clusters Score -6958191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6958206.500000 Penalty: 5380.721680
	Iteration 21Q: 3 clusters Score -6958206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6958210.500000 Penalty: 5380.721680
	Iteration 22Q: 3 clusters Score -6958210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6958216.500000 Penalty: 5380.721680
	Iteration 23Q: 3 clusters Score -6958216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6958225.500000 Penalty: 5380.721680
	Iteration 24Q: 3 clusters Score -6958226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6958238.500000 Penalty: 5380.721680
	Iteration 25Q: 3 clusters Score -6958238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6958247.500000 Penalty: 5380.721680
	Iteration 26Q: 3 clusters Score -6958248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6958248.500000 Penalty: 5380.721680
	Iteration 27Q: 3 clusters Score -6958248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6958249.000000 Penalty: 5380.721680
	Iteration 28Q: 3 clusters Score -6958249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6958253.000000 Penalty: 5380.721680
	Iteration 29Q: 3 clusters Score -6958253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6958260.000000 Penalty: 5380.721680
	Iteration 30Q: 3 clusters Score -6958260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6958260.000000 Penalty: 5380.721680
	Iteration 31F: 3 clusters Score -6958260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (235957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235957 members 
Entering Unmasked Estep 
Score: -32464166.000000 Penalty: 3068.108398
	Iteration 0F: 2 clusters Score -3.246417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118046 members 
Mstep: Class 2 contains 117911 members 
Entering Unmasked Estep 
Score: -32310944.000000 Penalty: 6136.216797
	Iteration 0F: 3 clusters Score -3.231094e+07 nChanged 113738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116332 members 
Mstep: Class 2 contains 119625 members 
Entering Unmasked Estep 
Score: -32378056.000000 Penalty: 6136.216797
	Iteration 1F: 3 clusters Score -3.237806e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115509 members 
Mstep: Class 2 contains 120448 members 
Entering Unmasked Estep 
Score: -32379660.000000 Penalty: 6136.216797
	Iteration 2Q: 3 clusters Score -3.237966e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114123 members 
Mstep: Class 2 contains 121834 members 
Entering Unmasked Estep 
Score: -32381846.000000 Penalty: 6136.216797
	Iteration 3Q: 3 clusters Score -3.238185e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111929 members 
Mstep: Class 2 contains 124028 members 
Entering Unmasked Estep 
Score: -32384748.000000 Penalty: 6136.216797
	Iteration 4Q: 3 clusters Score -3.238475e+07 nChanged 11060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108747 members 
Mstep: Class 2 contains 127210 members 
Entering Unmasked Estep 
Score: -32390502.000000 Penalty: 6136.216797
	Iteration 5Q: 3 clusters Score -3.23905e+07 nChanged 13458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104005 members 
Mstep: Class 2 contains 131952 members 
Entering Unmasked Estep 
Score: -32398860.000000 Penalty: 6136.216797
	Iteration 6F: 3 clusters Score -3.239886e+07 nChanged 15690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97925 members 
Mstep: Class 2 contains 138032 members 
Entering Unmasked Estep 
Score: -32410760.000000 Penalty: 6136.216797
	Iteration 7F: 3 clusters Score -3.241076e+07 nChanged 16308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91637 members 
Mstep: Class 2 contains 144320 members 
Entering Unmasked Estep 
Score: -32424088.000000 Penalty: 6136.216797
	Iteration 8F: 3 clusters Score -3.242409e+07 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86748 members 
Mstep: Class 2 contains 149209 members 
Entering Unmasked Estep 
Score: -32432232.000000 Penalty: 6136.216797
	Iteration 9F: 3 clusters Score -3.243223e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82965 members 
Mstep: Class 2 contains 152992 members 
Entering Unmasked Estep 
Score: -32435774.000000 Penalty: 6136.216797
	Iteration 10Q: 3 clusters Score -3.243577e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 156591 members 
Entering Unmasked Estep 
Score: -32437510.000000 Penalty: 6136.216797
	Iteration 11Q: 3 clusters Score -3.243751e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75747 members 
Mstep: Class 2 contains 160210 members 
Entering Unmasked Estep 
Score: -32438954.000000 Penalty: 6136.216797
	Iteration 12Q: 3 clusters Score -3.243895e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 163933 members 
Entering Unmasked Estep 
Score: -32440346.000000 Penalty: 6136.216797
	Iteration 13Q: 3 clusters Score -3.244035e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68237 members 
Mstep: Class 2 contains 167720 members 
Entering Unmasked Estep 
Score: -32441878.000000 Penalty: 6136.216797
	Iteration 14Q: 3 clusters Score -3.244188e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64382 members 
Mstep: Class 2 contains 171575 members 
Entering Unmasked Estep 
Score: -32443656.000000 Penalty: 6136.216797
	Iteration 15Q: 3 clusters Score -3.244366e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60548 members 
Mstep: Class 2 contains 175409 members 
Entering Unmasked Estep 
Score: -32445498.000000 Penalty: 6136.216797
	Iteration 16Q: 3 clusters Score -3.24455e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 179130 members 
Entering Unmasked Estep 
Score: -32447142.000000 Penalty: 6136.216797
	Iteration 17Q: 3 clusters Score -3.244714e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 182803 members 
Entering Unmasked Estep 
Score: -32449168.000000 Penalty: 6136.216797
	Iteration 18Q: 3 clusters Score -3.244917e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 186476 members 
Entering Unmasked Estep 
Score: -32450980.000000 Penalty: 6136.216797
	Iteration 19Q: 3 clusters Score -3.245098e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 190048 members 
Entering Unmasked Estep 
Score: -32452634.000000 Penalty: 6136.216797
	Iteration 20F: 3 clusters Score -3.245263e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 193413 members 
Entering Unmasked Estep 
Score: -32454088.000000 Penalty: 6136.216797
	Iteration 21Q: 3 clusters Score -3.245409e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 196625 members 
Entering Unmasked Estep 
Score: -32455380.000000 Penalty: 6136.216797
	Iteration 22Q: 3 clusters Score -3.245538e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 199624 members 
Entering Unmasked Estep 
Score: -32456582.000000 Penalty: 6136.216797
	Iteration 23Q: 3 clusters Score -3.245658e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 202532 members 
Entering Unmasked Estep 
Score: -32457718.000000 Penalty: 6136.216797
	Iteration 24Q: 3 clusters Score -3.245772e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 205130 members 
Entering Unmasked Estep 
Score: -32458850.000000 Penalty: 6136.216797
	Iteration 25Q: 3 clusters Score -3.245885e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 207462 members 
Entering Unmasked Estep 
Score: -32459590.000000 Penalty: 6136.216797
	Iteration 26Q: 3 clusters Score -3.245959e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 209609 members 
Entering Unmasked Estep 
Score: -32460344.000000 Penalty: 6136.216797
	Iteration 27Q: 3 clusters Score -3.246034e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 211647 members 
Entering Unmasked Estep 
Score: -32461018.000000 Penalty: 6136.216797
	Iteration 28Q: 3 clusters Score -3.246102e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 213495 members 
Entering Unmasked Estep 
Score: -32461644.000000 Penalty: 6136.216797
	Iteration 29Q: 3 clusters Score -3.246164e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 215179 members 
Entering Unmasked Estep 
Score: -32462380.000000 Penalty: 6136.216797
	Iteration 30Q: 3 clusters Score -3.246238e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 216779 members 
Entering Unmasked Estep 
Score: -32463022.000000 Penalty: 6136.216797
	Iteration 31Q: 3 clusters Score -3.246302e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 218267 members 
Entering Unmasked Estep 
Score: -32463414.000000 Penalty: 6136.216797
	Iteration 32Q: 3 clusters Score -3.246341e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 219555 members 
Entering Unmasked Estep 
Score: -32463612.000000 Penalty: 6136.216797
	Iteration 33Q: 3 clusters Score -3.246361e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 220698 members 
Entering Unmasked Estep 
Score: -32463952.000000 Penalty: 6136.216797
	Iteration 34Q: 3 clusters Score -3.246395e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 221788 members 
Entering Unmasked Estep 
Score: -32464320.000000 Penalty: 6136.216797
	Iteration 35Q: 3 clusters Score -3.246432e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 222819 members 
Entering Unmasked Estep 
Score: -32464494.000000 Penalty: 6136.216797
	Iteration 36Q: 3 clusters Score -3.246449e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 223773 members 
Entering Unmasked Estep 
Score: -32464548.000000 Penalty: 6136.216797
	Iteration 37Q: 3 clusters Score -3.246455e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 224680 members 
Entering Unmasked Estep 
Score: -32464484.000000 Penalty: 6136.216797
	Iteration 38Q: 3 clusters Score -3.246448e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 225506 members 
Entering Unmasked Estep 
Score: -32464460.000000 Penalty: 6136.216797
	Iteration 39Q: 3 clusters Score -3.246446e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 226273 members 
Entering Unmasked Estep 
Score: -32464546.000000 Penalty: 6136.216797
	Iteration 40F: 3 clusters Score -3.246455e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 226998 members 
Entering Unmasked Estep 
Score: -32464476.000000 Penalty: 6136.216797
	Iteration 41Q: 3 clusters Score -3.246448e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 227642 members 
Entering Unmasked Estep 
Score: -32464482.000000 Penalty: 6136.216797
	Iteration 42Q: 3 clusters Score -3.246448e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 228247 members 
Entering Unmasked Estep 
Score: -32464380.000000 Penalty: 6136.216797
	Iteration 43Q: 3 clusters Score -3.246438e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 228805 members 
Entering Unmasked Estep 
Score: -32464296.000000 Penalty: 6136.216797
	Iteration 44Q: 3 clusters Score -3.24643e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 229279 members 
Entering Unmasked Estep 
Score: -32464140.000000 Penalty: 6136.216797
	Iteration 45Q: 3 clusters Score -3.246414e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 229693 members 
Entering Unmasked Estep 
Score: -32464026.000000 Penalty: 6136.216797
	Iteration 46Q: 3 clusters Score -3.246403e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 230057 members 
Entering Unmasked Estep 
Score: -32463968.000000 Penalty: 6136.216797
	Iteration 47Q: 3 clusters Score -3.246397e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 230399 members 
Entering Unmasked Estep 
Score: -32463896.000000 Penalty: 6136.216797
	Iteration 48Q: 3 clusters Score -3.24639e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 230706 members 
Entering Unmasked Estep 
Score: -32463820.000000 Penalty: 6136.216797
	Iteration 49Q: 3 clusters Score -3.246382e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 230994 members 
Entering Unmasked Estep 
Score: -32463720.000000 Penalty: 6136.216797
	Iteration 50Q: 3 clusters Score -3.246372e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 231257 members 
Entering Unmasked Estep 
Score: -32463694.000000 Penalty: 6136.216797
	Iteration 51Q: 3 clusters Score -3.246369e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 231492 members 
Entering Unmasked Estep 
Score: -32463614.000000 Penalty: 6136.216797
	Iteration 52Q: 3 clusters Score -3.246361e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 231716 members 
Entering Unmasked Estep 
Score: -32463446.000000 Penalty: 6136.216797
	Iteration 53Q: 3 clusters Score -3.246345e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 231914 members 
Entering Unmasked Estep 
Score: -32463438.000000 Penalty: 6136.216797
	Iteration 54Q: 3 clusters Score -3.246344e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 232107 members 
Entering Unmasked Estep 
Score: -32463296.000000 Penalty: 6136.216797
	Iteration 55Q: 3 clusters Score -3.24633e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 232300 members 
Entering Unmasked Estep 
Score: -32463226.000000 Penalty: 6136.216797
	Iteration 56Q: 3 clusters Score -3.246323e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 232463 members 
Entering Unmasked Estep 
Score: -32463194.000000 Penalty: 6136.216797
	Iteration 57Q: 3 clusters Score -3.246319e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 232606 members 
Entering Unmasked Estep 
Score: -32463174.000000 Penalty: 6136.216797
	Iteration 58Q: 3 clusters Score -3.246317e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 232745 members 
Entering Unmasked Estep 
Score: -32463124.000000 Penalty: 6136.216797
	Iteration 59Q: 3 clusters Score -3.246312e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 232862 members 
Entering Unmasked Estep 
Score: -32463090.000000 Penalty: 6136.216797
	Iteration 60F: 3 clusters Score -3.246309e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 232992 members 
Entering Unmasked Estep 
Score: -32463010.000000 Penalty: 6136.216797
	Iteration 61Q: 3 clusters Score -3.246301e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 233118 members 
Entering Unmasked Estep 
Score: -32462944.000000 Penalty: 6136.216797
	Iteration 62Q: 3 clusters Score -3.246294e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 233236 members 
Entering Unmasked Estep 
Score: -32462884.000000 Penalty: 6136.216797
	Iteration 63Q: 3 clusters Score -3.246288e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 233336 members 
Entering Unmasked Estep 
Score: -32462846.000000 Penalty: 6136.216797
	Iteration 64Q: 3 clusters Score -3.246285e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 233417 members 
Entering Unmasked Estep 
Score: -32462840.000000 Penalty: 6136.216797
	Iteration 65Q: 3 clusters Score -3.246284e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 233478 members 
Entering Unmasked Estep 
Score: -32462826.000000 Penalty: 6136.216797
	Iteration 66Q: 3 clusters Score -3.246283e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 233552 members 
Entering Unmasked Estep 
Score: -32462790.000000 Penalty: 6136.216797
	Iteration 67Q: 3 clusters Score -3.246279e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 233619 members 
Entering Unmasked Estep 
Score: -32462744.000000 Penalty: 6136.216797
	Iteration 68Q: 3 clusters Score -3.246274e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 233667 members 
Entering Unmasked Estep 
Score: -32462770.000000 Penalty: 6136.216797
	Iteration 69Q: 3 clusters Score -3.246277e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 233725 members 
Entering Unmasked Estep 
Score: -32462742.000000 Penalty: 6136.216797
	Iteration 70Q: 3 clusters Score -3.246274e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 233786 members 
Entering Unmasked Estep 
Score: -32462648.000000 Penalty: 6136.216797
	Iteration 71Q: 3 clusters Score -3.246265e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 233832 members 
Entering Unmasked Estep 
Score: -32462626.000000 Penalty: 6136.216797
	Iteration 72Q: 3 clusters Score -3.246263e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 233872 members 
Entering Unmasked Estep 
Score: -32462604.000000 Penalty: 6136.216797
	Iteration 73Q: 3 clusters Score -3.24626e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 233916 members 
Entering Unmasked Estep 
Score: -32462612.000000 Penalty: 6136.216797
	Iteration 74Q: 3 clusters Score -3.246261e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 233957 members 
Entering Unmasked Estep 
Score: -32462616.000000 Penalty: 6136.216797
	Iteration 75Q: 3 clusters Score -3.246262e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 233990 members 
Entering Unmasked Estep 
Score: -32462598.000000 Penalty: 6136.216797
	Iteration 76Q: 3 clusters Score -3.24626e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 234025 members 
Entering Unmasked Estep 
Score: -32462598.000000 Penalty: 6136.216797
	Iteration 77Q: 3 clusters Score -3.24626e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 234055 members 
Entering Unmasked Estep 
Score: -32462590.000000 Penalty: 6136.216797
	Iteration 78Q: 3 clusters Score -3.246259e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 234084 members 
Entering Unmasked Estep 
Score: -32462570.000000 Penalty: 6136.216797
	Iteration 79Q: 3 clusters Score -3.246257e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 234113 members 
Entering Unmasked Estep 
Score: -32462586.000000 Penalty: 6136.216797
	Iteration 80F: 3 clusters Score -3.246259e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 234138 members 
Entering Unmasked Estep 
Score: -32462594.000000 Penalty: 6136.216797
	Iteration 81Q: 3 clusters Score -3.246259e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 234165 members 
Entering Unmasked Estep 
Score: -32462614.000000 Penalty: 6136.216797
	Iteration 82Q: 3 clusters Score -3.246261e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 234187 members 
Entering Unmasked Estep 
Score: -32462608.000000 Penalty: 6136.216797
	Iteration 83Q: 3 clusters Score -3.246261e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 234209 members 
Entering Unmasked Estep 
Score: -32462626.000000 Penalty: 6136.216797
	Iteration 84Q: 3 clusters Score -3.246263e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 234234 members 
Entering Unmasked Estep 
Score: -32462618.000000 Penalty: 6136.216797
	Iteration 85Q: 3 clusters Score -3.246262e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 234249 members 
Entering Unmasked Estep 
Score: -32462580.000000 Penalty: 6136.216797
	Iteration 86Q: 3 clusters Score -3.246258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 234264 members 
Entering Unmasked Estep 
Score: -32462582.000000 Penalty: 6136.216797
	Iteration 87Q: 3 clusters Score -3.246258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 234275 members 
Entering Unmasked Estep 
Score: -32462634.000000 Penalty: 6136.216797
	Iteration 88Q: 3 clusters Score -3.246263e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 234287 members 
Entering Unmasked Estep 
Score: -32462610.000000 Penalty: 6136.216797
	Iteration 89Q: 3 clusters Score -3.246261e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 234299 members 
Entering Unmasked Estep 
Score: -32462594.000000 Penalty: 6136.216797
	Iteration 90Q: 3 clusters Score -3.246259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 234309 members 
Entering Unmasked Estep 
Score: -32462594.000000 Penalty: 6136.216797
	Iteration 91Q: 3 clusters Score -3.246259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 234315 members 
Entering Unmasked Estep 
Score: -32462596.000000 Penalty: 6136.216797
	Iteration 92Q: 3 clusters Score -3.24626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 234319 members 
Entering Unmasked Estep 
Score: -32462602.000000 Penalty: 6136.216797
	Iteration 93Q: 3 clusters Score -3.24626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 234322 members 
Entering Unmasked Estep 
Score: -32462584.000000 Penalty: 6136.216797
	Iteration 94Q: 3 clusters Score -3.246258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 234326 members 
Entering Unmasked Estep 
Score: -32462568.000000 Penalty: 6136.216797
	Iteration 95Q: 3 clusters Score -3.246257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 234326 members 
Entering Unmasked Estep 
Score: -32462568.000000 Penalty: 6136.216797
	Iteration 96Q: 3 clusters Score -3.246257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 234327 members 
Entering Unmasked Estep 
Score: -32462580.000000 Penalty: 6136.216797
	Iteration 97Q: 3 clusters Score -3.246258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 234329 members 
Entering Unmasked Estep 
Score: -32462590.000000 Penalty: 6136.216797
	Iteration 98Q: 3 clusters Score -3.246259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 234330 members 
Entering Unmasked Estep 
Score: -32462598.000000 Penalty: 6136.216797
	Iteration 99Q: 3 clusters Score -3.24626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 234330 members 
Entering Unmasked Estep 
Score: -32462598.000000 Penalty: 6136.216797
	Iteration 100F: 3 clusters Score -3.24626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Entering Unmasked Estep 
Score: -472800.093750 Penalty: 2029.690186
	Iteration 0F: 2 clusters Score -472800.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -469140.750000 Penalty: 4059.380371
	Iteration 0F: 3 clusters Score -469140.8 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -469932.875000 Penalty: 4059.380371
	Iteration 1F: 3 clusters Score -469932.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -470125.812500 Penalty: 4059.380371
	Iteration 2F: 3 clusters Score -470125.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -470255.343750 Penalty: 4059.380371
	Iteration 3Q: 3 clusters Score -470255.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -470366.218750 Penalty: 4059.380371
	Iteration 4Q: 3 clusters Score -470366.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -470460.000000 Penalty: 4059.380371
	Iteration 5Q: 3 clusters Score -470460 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -470522.562500 Penalty: 4059.380371
	Iteration 6Q: 3 clusters Score -470522.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -470576.031250 Penalty: 4059.380371
	Iteration 7Q: 3 clusters Score -470576 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -470622.375000 Penalty: 4059.380371
	Iteration 8Q: 3 clusters Score -470622.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -470651.031250 Penalty: 4059.380371
	Iteration 9Q: 3 clusters Score -470651 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -470672.218750 Penalty: 4059.380371
	Iteration 10Q: 3 clusters Score -470672.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -470687.406250 Penalty: 4059.380371
	Iteration 11Q: 3 clusters Score -470687.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -470701.500000 Penalty: 4059.380371
	Iteration 12Q: 3 clusters Score -470701.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -470715.375000 Penalty: 4059.380371
	Iteration 13Q: 3 clusters Score -470715.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -470725.031250 Penalty: 4059.380371
	Iteration 14Q: 3 clusters Score -470725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -470742.125000 Penalty: 4059.380371
	Iteration 15Q: 3 clusters Score -470742.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -470757.687500 Penalty: 4059.380371
	Iteration 16Q: 3 clusters Score -470757.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -470773.500000 Penalty: 4059.380371
	Iteration 17Q: 3 clusters Score -470773.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -470786.625000 Penalty: 4059.380371
	Iteration 18Q: 3 clusters Score -470786.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -470794.500000 Penalty: 4059.380371
	Iteration 19Q: 3 clusters Score -470794.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -470801.968750 Penalty: 4059.380371
	Iteration 20F: 3 clusters Score -470802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -470811.156250 Penalty: 4059.380371
	Iteration 21Q: 3 clusters Score -470811.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -470822.531250 Penalty: 4059.380371
	Iteration 22Q: 3 clusters Score -470822.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -470832.250000 Penalty: 4059.380371
	Iteration 23Q: 3 clusters Score -470832.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -470841.406250 Penalty: 4059.380371
	Iteration 24Q: 3 clusters Score -470841.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -470848.343750 Penalty: 4059.380371
	Iteration 25Q: 3 clusters Score -470848.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -470852.625000 Penalty: 4059.380371
	Iteration 26Q: 3 clusters Score -470852.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -470858.593750 Penalty: 4059.380371
	Iteration 27Q: 3 clusters Score -470858.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -470861.468750 Penalty: 4059.380371
	Iteration 28Q: 3 clusters Score -470861.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -470863.781250 Penalty: 4059.380371
	Iteration 29Q: 3 clusters Score -470863.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -470865.687500 Penalty: 4059.380371
	Iteration 30Q: 3 clusters Score -470865.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -470867.781250 Penalty: 4059.380371
	Iteration 31Q: 3 clusters Score -470867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -470868.500000 Penalty: 4059.380371
	Iteration 32Q: 3 clusters Score -470868.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -470868.812500 Penalty: 4059.380371
	Iteration 33Q: 3 clusters Score -470868.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -470868.093750 Penalty: 4059.380371
	Iteration 34Q: 3 clusters Score -470868.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -470868.093750 Penalty: 4059.380371
	Iteration 35F: 3 clusters Score -470868.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Entering Unmasked Estep 
Score: -6748002.000000 Penalty: 2682.858398
	Iteration 0F: 2 clusters Score -6748002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -6714449.500000 Penalty: 5365.716797
	Iteration 0F: 3 clusters Score -6714450 nChanged 22996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -6727119.500000 Penalty: 5365.716797
	Iteration 1F: 3 clusters Score -6727120 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -6727583.500000 Penalty: 5365.716797
	Iteration 2Q: 3 clusters Score -6727584 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -6728038.000000 Penalty: 5365.716797
	Iteration 3Q: 3 clusters Score -6728038 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -6728510.000000 Penalty: 5365.716797
	Iteration 4Q: 3 clusters Score -6728510 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -6729008.500000 Penalty: 5365.716797
	Iteration 5Q: 3 clusters Score -6729008 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -6729708.500000 Penalty: 5365.716797
	Iteration 6Q: 3 clusters Score -6729708 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -6730670.000000 Penalty: 5365.716797
	Iteration 7Q: 3 clusters Score -6730670 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -6732097.000000 Penalty: 5365.716797
	Iteration 8F: 3 clusters Score -6732097 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -6734108.500000 Penalty: 5365.716797
	Iteration 9F: 3 clusters Score -6734108 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -6736625.500000 Penalty: 5365.716797
	Iteration 10F: 3 clusters Score -6736626 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -6739309.500000 Penalty: 5365.716797
	Iteration 11F: 3 clusters Score -6739310 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -6741610.000000 Penalty: 5365.716797
	Iteration 12F: 3 clusters Score -6741610 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -6743272.000000 Penalty: 5365.716797
	Iteration 13Q: 3 clusters Score -6743272 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -6744279.000000 Penalty: 5365.716797
	Iteration 14Q: 3 clusters Score -6744279 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6744804.000000 Penalty: 5365.716797
	Iteration 15Q: 3 clusters Score -6744804 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6745139.000000 Penalty: 5365.716797
	Iteration 16Q: 3 clusters Score -6745139 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6745291.000000 Penalty: 5365.716797
	Iteration 17Q: 3 clusters Score -6745291 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6745424.500000 Penalty: 5365.716797
	Iteration 18Q: 3 clusters Score -6745424 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6745539.500000 Penalty: 5365.716797
	Iteration 19Q: 3 clusters Score -6745540 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6745585.000000 Penalty: 5365.716797
	Iteration 20F: 3 clusters Score -6745585 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6745621.500000 Penalty: 5365.716797
	Iteration 21Q: 3 clusters Score -6745622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6745665.000000 Penalty: 5365.716797
	Iteration 22Q: 3 clusters Score -6745665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6745676.500000 Penalty: 5365.716797
	Iteration 23Q: 3 clusters Score -6745676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6745689.000000 Penalty: 5365.716797
	Iteration 24Q: 3 clusters Score -6745689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6745701.500000 Penalty: 5365.716797
	Iteration 25Q: 3 clusters Score -6745702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6745711.000000 Penalty: 5365.716797
	Iteration 26Q: 3 clusters Score -6745711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6745723.500000 Penalty: 5365.716797
	Iteration 27Q: 3 clusters Score -6745724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6745727.500000 Penalty: 5365.716797
	Iteration 28Q: 3 clusters Score -6745728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6745741.500000 Penalty: 5365.716797
	Iteration 29Q: 3 clusters Score -6745742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6745753.000000 Penalty: 5365.716797
	Iteration 30Q: 3 clusters Score -6745753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6745762.500000 Penalty: 5365.716797
	Iteration 31Q: 3 clusters Score -6745762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6745771.000000 Penalty: 5365.716797
	Iteration 32Q: 3 clusters Score -6745771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6745777.000000 Penalty: 5365.716797
	Iteration 33Q: 3 clusters Score -6745777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6745786.500000 Penalty: 5365.716797
	Iteration 34Q: 3 clusters Score -6745786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6745787.500000 Penalty: 5365.716797
	Iteration 35Q: 3 clusters Score -6745788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6745790.500000 Penalty: 5365.716797
	Iteration 36Q: 3 clusters Score -6745790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6745790.500000 Penalty: 5365.716797
	Iteration 37F: 3 clusters Score -6745790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -225535.796875 Penalty: 1850.486816
	Iteration 0F: 2 clusters Score -225535.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -223106.234375 Penalty: 3700.973633
	Iteration 0F: 3 clusters Score -223106.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -223601.656250 Penalty: 3700.973633
	Iteration 1F: 3 clusters Score -223601.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -223816.171875 Penalty: 3700.973633
	Iteration 2F: 3 clusters Score -223816.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -223974.000000 Penalty: 3700.973633
	Iteration 3F: 3 clusters Score -223974 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -224139.093750 Penalty: 3700.973633
	Iteration 4Q: 3 clusters Score -224139.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -224312.093750 Penalty: 3700.973633
	Iteration 5Q: 3 clusters Score -224312.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -224473.187500 Penalty: 3700.973633
	Iteration 6Q: 3 clusters Score -224473.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -224648.656250 Penalty: 3700.973633
	Iteration 7Q: 3 clusters Score -224648.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -225001.406250 Penalty: 3700.973633
	Iteration 8F: 3 clusters Score -225001.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -225431.375000 Penalty: 3700.973633
	Iteration 9Q: 3 clusters Score -225431.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -225540.093750 Penalty: 3700.973633
	Iteration 10Q: 3 clusters Score -225540.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -225564.031250 Penalty: 3700.973633
	Iteration 11Q: 3 clusters Score -225564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -225578.718750 Penalty: 3700.973633
	Iteration 12Q: 3 clusters Score -225578.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -225582.906250 Penalty: 3700.973633
	Iteration 13Q: 3 clusters Score -225582.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -225584.171875 Penalty: 3700.973633
	Iteration 14Q: 3 clusters Score -225584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -225585.625000 Penalty: 3700.973633
	Iteration 15Q: 3 clusters Score -225585.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -225590.781250 Penalty: 3700.973633
	Iteration 16Q: 3 clusters Score -225590.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -225596.812500 Penalty: 3700.973633
	Iteration 17Q: 3 clusters Score -225596.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -225606.796875 Penalty: 3700.973633
	Iteration 18Q: 3 clusters Score -225606.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -225633.109375 Penalty: 3700.973633
	Iteration 19Q: 3 clusters Score -225633.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -225659.906250 Penalty: 3700.973633
	Iteration 20F: 3 clusters Score -225659.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -225693.359375 Penalty: 3700.973633
	Iteration 21Q: 3 clusters Score -225693.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -225704.062500 Penalty: 3700.973633
	Iteration 22Q: 3 clusters Score -225704.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -225705.375000 Penalty: 3700.973633
	Iteration 23Q: 3 clusters Score -225705.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -225705.375000 Penalty: 3700.973633
	Iteration 24F: 3 clusters Score -225705.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 14246 members 
Mstep: Class 5 contains 51646 members 
Mstep: Class 6 contains 204368 members 
Mstep: Class 7 contains 51443 members 
Mstep: Class 8 contains 235957 members 
Mstep: Class 9 contains 3584 members 
Mstep: Class 10 contains 49910 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 60041 members 
Mstep: Class 14 contains 6642 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 202166 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 739 members 
Mstep: Class 21 contains 19075 members 
Mstep: Class 22 contains 4878 members 
Mstep: Class 23 contains 56074 members 
Entering Unmasked Estep 
Score: -135791296.000000 Penalty: 78787.804688
Splitting cluster 11 changes total score from -135793120.000000 to -135791296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -40307.957031 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -40307.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38990.656250 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -38990.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39118.289062 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -39118.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39150.656250 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -39150.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39197.265625 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -39197.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39252.019531 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -39252.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39258.371094 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -39258.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39261.980469 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -39261.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39263.503906 Penalty: 2877.850586
	Iteration 7Q: 3 clusters Score -39263.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39270.023438 Penalty: 2877.850586
	Iteration 8Q: 3 clusters Score -39270.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39275.289062 Penalty: 2877.850586
	Iteration 9Q: 3 clusters Score -39275.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39284.726562 Penalty: 2877.850586
	Iteration 10Q: 3 clusters Score -39284.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39297.816406 Penalty: 2877.850586
	Iteration 11Q: 3 clusters Score -39297.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39306.078125 Penalty: 2877.850586
	Iteration 12Q: 3 clusters Score -39306.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39309.949219 Penalty: 2877.850586
	Iteration 13Q: 3 clusters Score -39309.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39309.949219 Penalty: 2877.850586
	Iteration 14F: 3 clusters Score -39309.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (60041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60041 members 
Entering Unmasked Estep 
Score: -8262693.000000 Penalty: 2728.690186
	Iteration 0F: 2 clusters Score -8262693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -8222080.500000 Penalty: 5457.380371
	Iteration 0F: 3 clusters Score -8222080 nChanged 28124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -8237761.000000 Penalty: 5457.380371
	Iteration 1F: 3 clusters Score -8237761 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -8238292.000000 Penalty: 5457.380371
	Iteration 2Q: 3 clusters Score -8238292 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -8238695.000000 Penalty: 5457.380371
	Iteration 3Q: 3 clusters Score -8238695 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -8239224.000000 Penalty: 5457.380371
	Iteration 4Q: 3 clusters Score -8239224 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -8239926.000000 Penalty: 5457.380371
	Iteration 5Q: 3 clusters Score -8239926 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -8240958.000000 Penalty: 5457.380371
	Iteration 6Q: 3 clusters Score -8240958 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -8242452.000000 Penalty: 5457.380371
	Iteration 7Q: 3 clusters Score -8242452 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -8244460.500000 Penalty: 5457.380371
	Iteration 8Q: 3 clusters Score -8244460 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -8246823.500000 Penalty: 5457.380371
	Iteration 9F: 3 clusters Score -8246824 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -8249301.500000 Penalty: 5457.380371
	Iteration 10F: 3 clusters Score -8249302 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -8251491.000000 Penalty: 5457.380371
	Iteration 11F: 3 clusters Score -8251491 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -8253016.500000 Penalty: 5457.380371
	Iteration 12Q: 3 clusters Score -8253016 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -8253880.500000 Penalty: 5457.380371
	Iteration 13Q: 3 clusters Score -8253880 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -8254442.500000 Penalty: 5457.380371
	Iteration 14Q: 3 clusters Score -8254442 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -8254728.000000 Penalty: 5457.380371
	Iteration 15Q: 3 clusters Score -8254728 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -8254939.000000 Penalty: 5457.380371
	Iteration 16Q: 3 clusters Score -8254939 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -8255100.500000 Penalty: 5457.380371
	Iteration 17Q: 3 clusters Score -8255100 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -8255251.500000 Penalty: 5457.380371
	Iteration 18Q: 3 clusters Score -8255252 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -8255373.500000 Penalty: 5457.380371
	Iteration 19Q: 3 clusters Score -8255374 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -8255523.500000 Penalty: 5457.380371
	Iteration 20F: 3 clusters Score -8255524 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -8255641.000000 Penalty: 5457.380371
	Iteration 21Q: 3 clusters Score -8255641 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -8255746.500000 Penalty: 5457.380371
	Iteration 22Q: 3 clusters Score -8255746 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -8255871.500000 Penalty: 5457.380371
	Iteration 23Q: 3 clusters Score -8255872 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -8255998.500000 Penalty: 5457.380371
	Iteration 24Q: 3 clusters Score -8255998 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -8256176.500000 Penalty: 5457.380371
	Iteration 25Q: 3 clusters Score -8256176 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -8256318.500000 Penalty: 5457.380371
	Iteration 26Q: 3 clusters Score -8256318 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -8256491.000000 Penalty: 5457.380371
	Iteration 27Q: 3 clusters Score -8256491 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -8256706.500000 Penalty: 5457.380371
	Iteration 28Q: 3 clusters Score -8256706 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -8256872.500000 Penalty: 5457.380371
	Iteration 29Q: 3 clusters Score -8256872 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -8257066.000000 Penalty: 5457.380371
	Iteration 30Q: 3 clusters Score -8257066 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -8257238.000000 Penalty: 5457.380371
	Iteration 31Q: 3 clusters Score -8257238 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -8257418.500000 Penalty: 5457.380371
	Iteration 32Q: 3 clusters Score -8257418 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -8257572.000000 Penalty: 5457.380371
	Iteration 33Q: 3 clusters Score -8257572 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -8257766.500000 Penalty: 5457.380371
	Iteration 34Q: 3 clusters Score -8257766 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -8257959.500000 Penalty: 5457.380371
	Iteration 35Q: 3 clusters Score -8257960 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -8258089.000000 Penalty: 5457.380371
	Iteration 36Q: 3 clusters Score -8258089 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -8258273.000000 Penalty: 5457.380371
	Iteration 37Q: 3 clusters Score -8258273 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -8258427.000000 Penalty: 5457.380371
	Iteration 38Q: 3 clusters Score -8258427 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -8258557.500000 Penalty: 5457.380371
	Iteration 39Q: 3 clusters Score -8258558 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -8258742.000000 Penalty: 5457.380371
	Iteration 40F: 3 clusters Score -8258742 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -8258875.500000 Penalty: 5457.380371
	Iteration 41Q: 3 clusters Score -8258876 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -8258989.000000 Penalty: 5457.380371
	Iteration 42Q: 3 clusters Score -8258989 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -8259157.500000 Penalty: 5457.380371
	Iteration 43Q: 3 clusters Score -8259158 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -8259240.000000 Penalty: 5457.380371
	Iteration 44Q: 3 clusters Score -8259240 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -8259362.500000 Penalty: 5457.380371
	Iteration 45Q: 3 clusters Score -8259362 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -8259457.000000 Penalty: 5457.380371
	Iteration 46Q: 3 clusters Score -8259457 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -8259564.500000 Penalty: 5457.380371
	Iteration 47Q: 3 clusters Score -8259564 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -8259641.000000 Penalty: 5457.380371
	Iteration 48Q: 3 clusters Score -8259641 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57023 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -8259712.500000 Penalty: 5457.380371
	Iteration 49Q: 3 clusters Score -8259712 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -8259818.000000 Penalty: 5457.380371
	Iteration 50Q: 3 clusters Score -8259818 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57424 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -8259881.500000 Penalty: 5457.380371
	Iteration 51Q: 3 clusters Score -8259882 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57593 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -8259962.000000 Penalty: 5457.380371
	Iteration 52Q: 3 clusters Score -8259962 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57739 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8260028.500000 Penalty: 5457.380371
	Iteration 53Q: 3 clusters Score -8260028 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8260070.500000 Penalty: 5457.380371
	Iteration 54Q: 3 clusters Score -8260070 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8260108.500000 Penalty: 5457.380371
	Iteration 55Q: 3 clusters Score -8260108 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58066 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8260153.500000 Penalty: 5457.380371
	Iteration 56Q: 3 clusters Score -8260154 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58133 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8260152.500000 Penalty: 5457.380371
	Iteration 57Q: 3 clusters Score -8260152 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58184 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8260171.000000 Penalty: 5457.380371
	Iteration 58Q: 3 clusters Score -8260171 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8260173.000000 Penalty: 5457.380371
	Iteration 59Q: 3 clusters Score -8260173 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58289 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8260188.500000 Penalty: 5457.380371
	Iteration 60F: 3 clusters Score -8260188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -8260215.500000 Penalty: 5457.380371
	Iteration 61Q: 3 clusters Score -8260216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -8260234.000000 Penalty: 5457.380371
	Iteration 62Q: 3 clusters Score -8260234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -8260235.500000 Penalty: 5457.380371
	Iteration 63Q: 3 clusters Score -8260236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8260246.500000 Penalty: 5457.380371
	Iteration 64Q: 3 clusters Score -8260246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -8260251.500000 Penalty: 5457.380371
	Iteration 65Q: 3 clusters Score -8260252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -8260268.500000 Penalty: 5457.380371
	Iteration 66Q: 3 clusters Score -8260268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58534 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8260289.500000 Penalty: 5457.380371
	Iteration 67Q: 3 clusters Score -8260290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8260297.500000 Penalty: 5457.380371
	Iteration 68Q: 3 clusters Score -8260298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8260292.000000 Penalty: 5457.380371
	Iteration 69Q: 3 clusters Score -8260292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8260296.500000 Penalty: 5457.380371
	Iteration 70Q: 3 clusters Score -8260296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8260303.500000 Penalty: 5457.380371
	Iteration 71Q: 3 clusters Score -8260304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -8260308.500000 Penalty: 5457.380371
	Iteration 72Q: 3 clusters Score -8260308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8260317.500000 Penalty: 5457.380371
	Iteration 73Q: 3 clusters Score -8260318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -8260319.500000 Penalty: 5457.380371
	Iteration 74Q: 3 clusters Score -8260320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8260314.500000 Penalty: 5457.380371
	Iteration 75Q: 3 clusters Score -8260314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58679 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -8260325.000000 Penalty: 5457.380371
	Iteration 76Q: 3 clusters Score -8260325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -8260324.000000 Penalty: 5457.380371
	Iteration 77Q: 3 clusters Score -8260324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58695 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8260325.000000 Penalty: 5457.380371
	Iteration 78Q: 3 clusters Score -8260325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8260332.500000 Penalty: 5457.380371
	Iteration 79Q: 3 clusters Score -8260332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8260325.000000 Penalty: 5457.380371
	Iteration 80F: 3 clusters Score -8260325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58716 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8260323.000000 Penalty: 5457.380371
	Iteration 81Q: 3 clusters Score -8260323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8260320.000000 Penalty: 5457.380371
	Iteration 82Q: 3 clusters Score -8260320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8260329.000000 Penalty: 5457.380371
	Iteration 83Q: 3 clusters Score -8260329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8260335.500000 Penalty: 5457.380371
	Iteration 84Q: 3 clusters Score -8260336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8260328.500000 Penalty: 5457.380371
	Iteration 85Q: 3 clusters Score -8260328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8260343.500000 Penalty: 5457.380371
	Iteration 86Q: 3 clusters Score -8260344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8260336.000000 Penalty: 5457.380371
	Iteration 87Q: 3 clusters Score -8260336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58766 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8260341.500000 Penalty: 5457.380371
	Iteration 88Q: 3 clusters Score -8260342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58772 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8260341.000000 Penalty: 5457.380371
	Iteration 89Q: 3 clusters Score -8260341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58777 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8260331.500000 Penalty: 5457.380371
	Iteration 90Q: 3 clusters Score -8260332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8260338.000000 Penalty: 5457.380371
	Iteration 91Q: 3 clusters Score -8260338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58783 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8260338.500000 Penalty: 5457.380371
	Iteration 92Q: 3 clusters Score -8260338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8260335.000000 Penalty: 5457.380371
	Iteration 93Q: 3 clusters Score -8260335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58798 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8260334.500000 Penalty: 5457.380371
	Iteration 94Q: 3 clusters Score -8260334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58805 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8260348.000000 Penalty: 5457.380371
	Iteration 95Q: 3 clusters Score -8260348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8260353.500000 Penalty: 5457.380371
	Iteration 96Q: 3 clusters Score -8260354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58816 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8260352.500000 Penalty: 5457.380371
	Iteration 97Q: 3 clusters Score -8260352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58824 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8260351.500000 Penalty: 5457.380371
	Iteration 98Q: 3 clusters Score -8260352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -8260344.000000 Penalty: 5457.380371
	Iteration 99Q: 3 clusters Score -8260344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8260361.000000 Penalty: 5457.380371
	Iteration 100F: 3 clusters Score -8260361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8260357.000000 Penalty: 5457.380371
	Iteration 101Q: 3 clusters Score -8260357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8260356.500000 Penalty: 5457.380371
	Iteration 102Q: 3 clusters Score -8260356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8260356.500000 Penalty: 5457.380371
	Iteration 103F: 3 clusters Score -8260356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Entering Unmasked Estep 
Score: -951938.562500 Penalty: 2182.689697
	Iteration 0F: 2 clusters Score -951938.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -946461.062500 Penalty: 4365.379395
	Iteration 0F: 3 clusters Score -946461.1 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -947783.437500 Penalty: 4365.379395
	Iteration 1F: 3 clusters Score -947783.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -947979.562500 Penalty: 4365.379395
	Iteration 2F: 3 clusters Score -947979.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -948097.625000 Penalty: 4365.379395
	Iteration 3Q: 3 clusters Score -948097.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -948181.750000 Penalty: 4365.379395
	Iteration 4Q: 3 clusters Score -948181.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -948241.312500 Penalty: 4365.379395
	Iteration 5Q: 3 clusters Score -948241.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -948302.750000 Penalty: 4365.379395
	Iteration 6Q: 3 clusters Score -948302.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -948358.750000 Penalty: 4365.379395
	Iteration 7Q: 3 clusters Score -948358.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -948411.312500 Penalty: 4365.379395
	Iteration 8Q: 3 clusters Score -948411.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -948448.812500 Penalty: 4365.379395
	Iteration 9Q: 3 clusters Score -948448.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -948483.312500 Penalty: 4365.379395
	Iteration 10Q: 3 clusters Score -948483.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -948514.937500 Penalty: 4365.379395
	Iteration 11Q: 3 clusters Score -948514.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -948546.312500 Penalty: 4365.379395
	Iteration 12Q: 3 clusters Score -948546.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -948577.750000 Penalty: 4365.379395
	Iteration 13Q: 3 clusters Score -948577.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -948605.562500 Penalty: 4365.379395
	Iteration 14Q: 3 clusters Score -948605.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -948650.562500 Penalty: 4365.379395
	Iteration 15Q: 3 clusters Score -948650.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -948698.125000 Penalty: 4365.379395
	Iteration 16Q: 3 clusters Score -948698.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -948751.125000 Penalty: 4365.379395
	Iteration 17Q: 3 clusters Score -948751.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -948807.187500 Penalty: 4365.379395
	Iteration 18Q: 3 clusters Score -948807.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -948873.937500 Penalty: 4365.379395
	Iteration 19Q: 3 clusters Score -948873.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -948933.625000 Penalty: 4365.379395
	Iteration 20F: 3 clusters Score -948933.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -948992.687500 Penalty: 4365.379395
	Iteration 21Q: 3 clusters Score -948992.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -949051.125000 Penalty: 4365.379395
	Iteration 22Q: 3 clusters Score -949051.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -949112.875000 Penalty: 4365.379395
	Iteration 23Q: 3 clusters Score -949112.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -949181.250000 Penalty: 4365.379395
	Iteration 24Q: 3 clusters Score -949181.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -949253.625000 Penalty: 4365.379395
	Iteration 25Q: 3 clusters Score -949253.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -949343.687500 Penalty: 4365.379395
	Iteration 26Q: 3 clusters Score -949343.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -949435.000000 Penalty: 4365.379395
	Iteration 27Q: 3 clusters Score -949435 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -949510.187500 Penalty: 4365.379395
	Iteration 28Q: 3 clusters Score -949510.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -949572.437500 Penalty: 4365.379395
	Iteration 29Q: 3 clusters Score -949572.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -949621.687500 Penalty: 4365.379395
	Iteration 30Q: 3 clusters Score -949621.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -949655.062500 Penalty: 4365.379395
	Iteration 31Q: 3 clusters Score -949655.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -949698.500000 Penalty: 4365.379395
	Iteration 32Q: 3 clusters Score -949698.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -949746.437500 Penalty: 4365.379395
	Iteration 33Q: 3 clusters Score -949746.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -949784.687500 Penalty: 4365.379395
	Iteration 34Q: 3 clusters Score -949784.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -949817.125000 Penalty: 4365.379395
	Iteration 35Q: 3 clusters Score -949817.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -949851.875000 Penalty: 4365.379395
	Iteration 36Q: 3 clusters Score -949851.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -949884.937500 Penalty: 4365.379395
	Iteration 37Q: 3 clusters Score -949884.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -949907.812500 Penalty: 4365.379395
	Iteration 38Q: 3 clusters Score -949907.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -949927.750000 Penalty: 4365.379395
	Iteration 39Q: 3 clusters Score -949927.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -949941.875000 Penalty: 4365.379395
	Iteration 40F: 3 clusters Score -949941.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -949951.000000 Penalty: 4365.379395
	Iteration 41Q: 3 clusters Score -949951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -949959.125000 Penalty: 4365.379395
	Iteration 42Q: 3 clusters Score -949959.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -949967.187500 Penalty: 4365.379395
	Iteration 43Q: 3 clusters Score -949967.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -949978.437500 Penalty: 4365.379395
	Iteration 44Q: 3 clusters Score -949978.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -949987.062500 Penalty: 4365.379395
	Iteration 45Q: 3 clusters Score -949987.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -950002.062500 Penalty: 4365.379395
	Iteration 46Q: 3 clusters Score -950002.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -950015.625000 Penalty: 4365.379395
	Iteration 47Q: 3 clusters Score -950015.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -950021.562500 Penalty: 4365.379395
	Iteration 48Q: 3 clusters Score -950021.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -950028.812500 Penalty: 4365.379395
	Iteration 49Q: 3 clusters Score -950028.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -950031.500000 Penalty: 4365.379395
	Iteration 50Q: 3 clusters Score -950031.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -950035.562500 Penalty: 4365.379395
	Iteration 51Q: 3 clusters Score -950035.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -950038.750000 Penalty: 4365.379395
	Iteration 52Q: 3 clusters Score -950038.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -950043.687500 Penalty: 4365.379395
	Iteration 53Q: 3 clusters Score -950043.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -950045.875000 Penalty: 4365.379395
	Iteration 54Q: 3 clusters Score -950045.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -950054.250000 Penalty: 4365.379395
	Iteration 55Q: 3 clusters Score -950054.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -950056.750000 Penalty: 4365.379395
	Iteration 56Q: 3 clusters Score -950056.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -950060.375000 Penalty: 4365.379395
	Iteration 57Q: 3 clusters Score -950060.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -950062.250000 Penalty: 4365.379395
	Iteration 58Q: 3 clusters Score -950062.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -950066.187500 Penalty: 4365.379395
	Iteration 59Q: 3 clusters Score -950066.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -950072.375000 Penalty: 4365.379395
	Iteration 60F: 3 clusters Score -950072.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -950073.000000 Penalty: 4365.379395
	Iteration 61Q: 3 clusters Score -950073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -950073.000000 Penalty: 4365.379395
	Iteration 62F: 3 clusters Score -950073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -42973.218750 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -42973.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41644.546875 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -41644.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41761.242188 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -41761.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41810.707031 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -41810.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41827.468750 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -41827.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41827.468750 Penalty: 2906.950195
	Iteration 4F: 3 clusters Score -41827.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -74486.750000 Penalty: 1593.769165
	Iteration 0F: 2 clusters Score -74486.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -72879.429688 Penalty: 3187.538330
	Iteration 0F: 3 clusters Score -72879.43 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -73209.484375 Penalty: 3187.538330
	Iteration 1F: 3 clusters Score -73209.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -73332.671875 Penalty: 3187.538330
	Iteration 2F: 3 clusters Score -73332.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -73419.687500 Penalty: 3187.538330
	Iteration 3Q: 3 clusters Score -73419.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -73475.812500 Penalty: 3187.538330
	Iteration 4Q: 3 clusters Score -73475.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73534.859375 Penalty: 3187.538330
	Iteration 5Q: 3 clusters Score -73534.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73583.031250 Penalty: 3187.538330
	Iteration 6Q: 3 clusters Score -73583.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73605.578125 Penalty: 3187.538330
	Iteration 7Q: 3 clusters Score -73605.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -73625.437500 Penalty: 3187.538330
	Iteration 8Q: 3 clusters Score -73625.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -73638.015625 Penalty: 3187.538330
	Iteration 9Q: 3 clusters Score -73638.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -73653.140625 Penalty: 3187.538330
	Iteration 10Q: 3 clusters Score -73653.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -73667.562500 Penalty: 3187.538330
	Iteration 11Q: 3 clusters Score -73667.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -73676.851562 Penalty: 3187.538330
	Iteration 12Q: 3 clusters Score -73676.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -73691.765625 Penalty: 3187.538330
	Iteration 13Q: 3 clusters Score -73691.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -73693.820312 Penalty: 3187.538330
	Iteration 14Q: 3 clusters Score -73693.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -73697.007812 Penalty: 3187.538330
	Iteration 15Q: 3 clusters Score -73697.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -73707.796875 Penalty: 3187.538330
	Iteration 16Q: 3 clusters Score -73707.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -73707.796875 Penalty: 3187.538330
	Iteration 17F: 3 clusters Score -73707.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (202166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202166 members 
Entering Unmasked Estep 
Score: -28208060.000000 Penalty: 3029.777344
	Iteration 0F: 2 clusters Score -2.820806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 101327 members 
Entering Unmasked Estep 
Score: -28088912.000000 Penalty: 6059.554688
	Iteration 0F: 3 clusters Score -2.808891e+07 nChanged 97113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94244 members 
Mstep: Class 2 contains 107922 members 
Entering Unmasked Estep 
Score: -28146150.000000 Penalty: 6059.554688
	Iteration 1F: 3 clusters Score -2.814615e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89814 members 
Mstep: Class 2 contains 112352 members 
Entering Unmasked Estep 
Score: -28148456.000000 Penalty: 6059.554688
	Iteration 2Q: 3 clusters Score -2.814846e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83156 members 
Mstep: Class 2 contains 119010 members 
Entering Unmasked Estep 
Score: -28151826.000000 Penalty: 6059.554688
	Iteration 3Q: 3 clusters Score -2.815183e+07 nChanged 11927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72943 members 
Mstep: Class 2 contains 129223 members 
Entering Unmasked Estep 
Score: -28157840.000000 Penalty: 6059.554688
	Iteration 4F: 3 clusters Score -2.815784e+07 nChanged 15382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58819 members 
Mstep: Class 2 contains 143347 members 
Entering Unmasked Estep 
Score: -28167304.000000 Penalty: 6059.554688
	Iteration 5F: 3 clusters Score -2.81673e+07 nChanged 18020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 160711 members 
Entering Unmasked Estep 
Score: -28179530.000000 Penalty: 6059.554688
	Iteration 6F: 3 clusters Score -2.817953e+07 nChanged 17200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 177609 members 
Entering Unmasked Estep 
Score: -28190672.000000 Penalty: 6059.554688
	Iteration 7F: 3 clusters Score -2.819067e+07 nChanged 11975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 189464 members 
Entering Unmasked Estep 
Score: -28199048.000000 Penalty: 6059.554688
	Iteration 8F: 3 clusters Score -2.819905e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 195839 members 
Entering Unmasked Estep 
Score: -28203314.000000 Penalty: 6059.554688
	Iteration 9Q: 3 clusters Score -2.820331e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 198585 members 
Entering Unmasked Estep 
Score: -28204726.000000 Penalty: 6059.554688
	Iteration 10Q: 3 clusters Score -2.820473e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 199732 members 
Entering Unmasked Estep 
Score: -28205328.000000 Penalty: 6059.554688
	Iteration 11Q: 3 clusters Score -2.820533e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 200274 members 
Entering Unmasked Estep 
Score: -28205592.000000 Penalty: 6059.554688
	Iteration 12Q: 3 clusters Score -2.820559e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 200560 members 
Entering Unmasked Estep 
Score: -28205780.000000 Penalty: 6059.554688
	Iteration 13Q: 3 clusters Score -2.820578e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 200690 members 
Entering Unmasked Estep 
Score: -28205854.000000 Penalty: 6059.554688
	Iteration 14Q: 3 clusters Score -2.820585e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 200768 members 
Entering Unmasked Estep 
Score: -28205890.000000 Penalty: 6059.554688
	Iteration 15Q: 3 clusters Score -2.820589e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 200825 members 
Entering Unmasked Estep 
Score: -28205910.000000 Penalty: 6059.554688
	Iteration 16Q: 3 clusters Score -2.820591e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 200860 members 
Entering Unmasked Estep 
Score: -28205930.000000 Penalty: 6059.554688
	Iteration 17Q: 3 clusters Score -2.820593e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 200894 members 
Entering Unmasked Estep 
Score: -28205956.000000 Penalty: 6059.554688
	Iteration 18Q: 3 clusters Score -2.820596e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 200915 members 
Entering Unmasked Estep 
Score: -28205980.000000 Penalty: 6059.554688
	Iteration 19Q: 3 clusters Score -2.820598e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 200936 members 
Entering Unmasked Estep 
Score: -28205968.000000 Penalty: 6059.554688
	Iteration 20F: 3 clusters Score -2.820597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 200953 members 
Entering Unmasked Estep 
Score: -28205984.000000 Penalty: 6059.554688
	Iteration 21Q: 3 clusters Score -2.820598e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 200973 members 
Entering Unmasked Estep 
Score: -28205940.000000 Penalty: 6059.554688
	Iteration 22Q: 3 clusters Score -2.820594e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 200988 members 
Entering Unmasked Estep 
Score: -28205968.000000 Penalty: 6059.554688
	Iteration 23Q: 3 clusters Score -2.820597e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 201001 members 
Entering Unmasked Estep 
Score: -28205972.000000 Penalty: 6059.554688
	Iteration 24Q: 3 clusters Score -2.820597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 201011 members 
Entering Unmasked Estep 
Score: -28205978.000000 Penalty: 6059.554688
	Iteration 25Q: 3 clusters Score -2.820598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 201024 members 
Entering Unmasked Estep 
Score: -28205966.000000 Penalty: 6059.554688
	Iteration 26Q: 3 clusters Score -2.820597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 201036 members 
Entering Unmasked Estep 
Score: -28205992.000000 Penalty: 6059.554688
	Iteration 27Q: 3 clusters Score -2.820599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 201048 members 
Entering Unmasked Estep 
Score: -28205992.000000 Penalty: 6059.554688
	Iteration 28Q: 3 clusters Score -2.820599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 201055 members 
Entering Unmasked Estep 
Score: -28205988.000000 Penalty: 6059.554688
	Iteration 29Q: 3 clusters Score -2.820599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 201065 members 
Entering Unmasked Estep 
Score: -28206014.000000 Penalty: 6059.554688
	Iteration 30Q: 3 clusters Score -2.820601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 201070 members 
Entering Unmasked Estep 
Score: -28206014.000000 Penalty: 6059.554688
	Iteration 31Q: 3 clusters Score -2.820601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 201072 members 
Entering Unmasked Estep 
Score: -28206048.000000 Penalty: 6059.554688
	Iteration 32Q: 3 clusters Score -2.820605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 201076 members 
Entering Unmasked Estep 
Score: -28206032.000000 Penalty: 6059.554688
	Iteration 33Q: 3 clusters Score -2.820603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 201082 members 
Entering Unmasked Estep 
Score: -28206050.000000 Penalty: 6059.554688
	Iteration 34Q: 3 clusters Score -2.820605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 201090 members 
Entering Unmasked Estep 
Score: -28206034.000000 Penalty: 6059.554688
	Iteration 35Q: 3 clusters Score -2.820603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 201096 members 
Entering Unmasked Estep 
Score: -28206028.000000 Penalty: 6059.554688
	Iteration 36Q: 3 clusters Score -2.820603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 201102 members 
Entering Unmasked Estep 
Score: -28206054.000000 Penalty: 6059.554688
	Iteration 37Q: 3 clusters Score -2.820605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 201105 members 
Entering Unmasked Estep 
Score: -28206054.000000 Penalty: 6059.554688
	Iteration 38Q: 3 clusters Score -2.820605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 201107 members 
Entering Unmasked Estep 
Score: -28206056.000000 Penalty: 6059.554688
	Iteration 39Q: 3 clusters Score -2.820606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 201110 members 
Entering Unmasked Estep 
Score: -28206046.000000 Penalty: 6059.554688
	Iteration 40F: 3 clusters Score -2.820605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 201111 members 
Entering Unmasked Estep 
Score: -28206042.000000 Penalty: 6059.554688
	Iteration 41Q: 3 clusters Score -2.820604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 201114 members 
Entering Unmasked Estep 
Score: -28206032.000000 Penalty: 6059.554688
	Iteration 42Q: 3 clusters Score -2.820603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 201117 members 
Entering Unmasked Estep 
Score: -28206038.000000 Penalty: 6059.554688
	Iteration 43Q: 3 clusters Score -2.820604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 201115 members 
Entering Unmasked Estep 
Score: -28206042.000000 Penalty: 6059.554688
	Iteration 44Q: 3 clusters Score -2.820604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 201115 members 
Entering Unmasked Estep 
Score: -28206040.000000 Penalty: 6059.554688
	Iteration 45Q: 3 clusters Score -2.820604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 201117 members 
Entering Unmasked Estep 
Score: -28206046.000000 Penalty: 6059.554688
	Iteration 46Q: 3 clusters Score -2.820605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 201116 members 
Entering Unmasked Estep 
Score: -28206034.000000 Penalty: 6059.554688
	Iteration 47Q: 3 clusters Score -2.820603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 201116 members 
Entering Unmasked Estep 
Score: -28206034.000000 Penalty: 6059.554688
	Iteration 48F: 3 clusters Score -2.820603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -61308.695312 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -61308.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59823.300781 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -59823.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59984.707031 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -59984.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60039.503906 Penalty: 3072.425049
	Iteration 2Q: 3 clusters Score -60039.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60060.839844 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -60060.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60084.023438 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -60084.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60109.175781 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -60109.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60128.671875 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -60128.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60135.855469 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -60135.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60150.046875 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -60150.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60158.343750 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -60158.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60165.187500 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -60165.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60173.464844 Penalty: 3072.425049
	Iteration 11Q: 3 clusters Score -60173.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60179.675781 Penalty: 3072.425049
	Iteration 12Q: 3 clusters Score -60179.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60201.960938 Penalty: 3072.425049
	Iteration 13Q: 3 clusters Score -60201.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60216.363281 Penalty: 3072.425049
	Iteration 14Q: 3 clusters Score -60216.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60219.851562 Penalty: 3072.425049
	Iteration 15Q: 3 clusters Score -60219.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60221.480469 Penalty: 3072.425049
	Iteration 16Q: 3 clusters Score -60221.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60227.257812 Penalty: 3072.425049
	Iteration 17Q: 3 clusters Score -60227.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60246.277344 Penalty: 3072.425049
	Iteration 18Q: 3 clusters Score -60246.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60276.820312 Penalty: 3072.425049
	Iteration 19Q: 3 clusters Score -60276.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60339.113281 Penalty: 3072.425049
	Iteration 20F: 3 clusters Score -60339.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -60724.199219 Penalty: 3072.425049
	Iteration 21Q: 3 clusters Score -60724.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60806.199219 Penalty: 3072.425049
	Iteration 22F: 3 clusters Score -60806.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -60862.285156 Penalty: 3072.425049
	Iteration 23Q: 3 clusters Score -60862.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60897.554688 Penalty: 3072.425049
	Iteration 24Q: 3 clusters Score -60897.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60933.980469 Penalty: 3072.425049
	Iteration 25Q: 3 clusters Score -60933.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60953.093750 Penalty: 3072.425049
	Iteration 26Q: 3 clusters Score -60953.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60969.535156 Penalty: 3072.425049
	Iteration 27Q: 3 clusters Score -60969.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60981.574219 Penalty: 3072.425049
	Iteration 28Q: 3 clusters Score -60981.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60989.125000 Penalty: 3072.425049
	Iteration 29Q: 3 clusters Score -60989.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61004.558594 Penalty: 3072.425049
	Iteration 30Q: 3 clusters Score -61004.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61032.601562 Penalty: 3072.425049
	Iteration 31Q: 3 clusters Score -61032.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61060.804688 Penalty: 3072.425049
	Iteration 32Q: 3 clusters Score -61060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61086.894531 Penalty: 3072.425049
	Iteration 33Q: 3 clusters Score -61086.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61086.894531 Penalty: 3072.425049
	Iteration 34F: 3 clusters Score -61086.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -30871.130859 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -30871.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29693.896484 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -29693.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29850.550781 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -29850.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29881.642578 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -29881.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29889.958984 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -29889.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29889.958984 Penalty: 2765.670898
	Iteration 4F: 3 clusters Score -29889.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Entering Unmasked Estep 
Score: -2542308.000000 Penalty: 2444.321045
	Iteration 0F: 2 clusters Score -2542308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2528809.500000 Penalty: 4888.642090
	Iteration 0F: 3 clusters Score -2528810 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2533331.500000 Penalty: 4888.642090
	Iteration 1F: 3 clusters Score -2533332 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2533768.250000 Penalty: 4888.642090
	Iteration 2F: 3 clusters Score -2533768 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2534167.500000 Penalty: 4888.642090
	Iteration 3Q: 3 clusters Score -2534168 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2534622.000000 Penalty: 4888.642090
	Iteration 4Q: 3 clusters Score -2534622 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2535239.000000 Penalty: 4888.642090
	Iteration 5F: 3 clusters Score -2535239 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2536049.750000 Penalty: 4888.642090
	Iteration 6F: 3 clusters Score -2536050 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2536983.500000 Penalty: 4888.642090
	Iteration 7F: 3 clusters Score -2536984 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2537840.250000 Penalty: 4888.642090
	Iteration 8F: 3 clusters Score -2537840 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2538584.750000 Penalty: 4888.642090
	Iteration 9F: 3 clusters Score -2538585 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2539162.000000 Penalty: 4888.642090
	Iteration 10Q: 3 clusters Score -2539162 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2539546.250000 Penalty: 4888.642090
	Iteration 11Q: 3 clusters Score -2539546 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2539792.000000 Penalty: 4888.642090
	Iteration 12Q: 3 clusters Score -2539792 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2539950.250000 Penalty: 4888.642090
	Iteration 13Q: 3 clusters Score -2539950 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2540037.000000 Penalty: 4888.642090
	Iteration 14Q: 3 clusters Score -2540037 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2540082.250000 Penalty: 4888.642090
	Iteration 15Q: 3 clusters Score -2540082 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2540114.000000 Penalty: 4888.642090
	Iteration 16Q: 3 clusters Score -2540114 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2540134.750000 Penalty: 4888.642090
	Iteration 17Q: 3 clusters Score -2540135 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2540146.250000 Penalty: 4888.642090
	Iteration 18Q: 3 clusters Score -2540146 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2540164.250000 Penalty: 4888.642090
	Iteration 19Q: 3 clusters Score -2540164 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2540167.500000 Penalty: 4888.642090
	Iteration 20F: 3 clusters Score -2540168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2540175.000000 Penalty: 4888.642090
	Iteration 21Q: 3 clusters Score -2540175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2540185.750000 Penalty: 4888.642090
	Iteration 22Q: 3 clusters Score -2540186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2540186.750000 Penalty: 4888.642090
	Iteration 23Q: 3 clusters Score -2540187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2540186.250000 Penalty: 4888.642090
	Iteration 24Q: 3 clusters Score -2540186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2540182.250000 Penalty: 4888.642090
	Iteration 25Q: 3 clusters Score -2540182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2540189.000000 Penalty: 4888.642090
	Iteration 26Q: 3 clusters Score -2540189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2540189.750000 Penalty: 4888.642090
	Iteration 27Q: 3 clusters Score -2540190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2540188.500000 Penalty: 4888.642090
	Iteration 28Q: 3 clusters Score -2540188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2540195.000000 Penalty: 4888.642090
	Iteration 29Q: 3 clusters Score -2540195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2540194.750000 Penalty: 4888.642090
	Iteration 30Q: 3 clusters Score -2540195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2540194.750000 Penalty: 4888.642090
	Iteration 31Q: 3 clusters Score -2540195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2540194.750000 Penalty: 4888.642090
	Iteration 32Q: 3 clusters Score -2540195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2540190.750000 Penalty: 4888.642090
	Iteration 33Q: 3 clusters Score -2540191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2540195.250000 Penalty: 4888.642090
	Iteration 34Q: 3 clusters Score -2540195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2540197.500000 Penalty: 4888.642090
	Iteration 35Q: 3 clusters Score -2540198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2540197.250000 Penalty: 4888.642090
	Iteration 36Q: 3 clusters Score -2540197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2540201.500000 Penalty: 4888.642090
	Iteration 37Q: 3 clusters Score -2540202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2540198.250000 Penalty: 4888.642090
	Iteration 38Q: 3 clusters Score -2540198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2540196.000000 Penalty: 4888.642090
	Iteration 39Q: 3 clusters Score -2540196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2540194.250000 Penalty: 4888.642090
	Iteration 40F: 3 clusters Score -2540194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2540195.500000 Penalty: 4888.642090
	Iteration 41Q: 3 clusters Score -2540196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2540195.500000 Penalty: 4888.642090
	Iteration 42Q: 3 clusters Score -2540196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2540196.500000 Penalty: 4888.642090
	Iteration 43Q: 3 clusters Score -2540196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2540200.500000 Penalty: 4888.642090
	Iteration 44Q: 3 clusters Score -2540200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2540202.000000 Penalty: 4888.642090
	Iteration 45Q: 3 clusters Score -2540202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2540204.250000 Penalty: 4888.642090
	Iteration 46Q: 3 clusters Score -2540204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2540205.500000 Penalty: 4888.642090
	Iteration 47Q: 3 clusters Score -2540206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2540206.750000 Penalty: 4888.642090
	Iteration 48Q: 3 clusters Score -2540207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2540201.750000 Penalty: 4888.642090
	Iteration 49Q: 3 clusters Score -2540202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2540199.750000 Penalty: 4888.642090
	Iteration 50Q: 3 clusters Score -2540200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2540202.000000 Penalty: 4888.642090
	Iteration 51Q: 3 clusters Score -2540202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2540199.250000 Penalty: 4888.642090
	Iteration 52Q: 3 clusters Score -2540199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2540202.750000 Penalty: 4888.642090
	Iteration 53Q: 3 clusters Score -2540203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2540201.000000 Penalty: 4888.642090
	Iteration 54Q: 3 clusters Score -2540201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2540200.000000 Penalty: 4888.642090
	Iteration 55Q: 3 clusters Score -2540200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2540200.000000 Penalty: 4888.642090
	Iteration 56F: 3 clusters Score -2540200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Entering Unmasked Estep 
Score: -633751.125000 Penalty: 2106.137695
	Iteration 0F: 2 clusters Score -633751.1 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 2372 members 
Entering Unmasked Estep 
Score: -629281.687500 Penalty: 4212.275391
	Iteration 0F: 3 clusters Score -629281.7 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -630303.062500 Penalty: 4212.275391
	Iteration 1F: 3 clusters Score -630303.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -630538.937500 Penalty: 4212.275391
	Iteration 2F: 3 clusters Score -630538.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -630730.187500 Penalty: 4212.275391
	Iteration 3F: 3 clusters Score -630730.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -630899.187500 Penalty: 4212.275391
	Iteration 4Q: 3 clusters Score -630899.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -631050.312500 Penalty: 4212.275391
	Iteration 5Q: 3 clusters Score -631050.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -631209.187500 Penalty: 4212.275391
	Iteration 6Q: 3 clusters Score -631209.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -631398.437500 Penalty: 4212.275391
	Iteration 7Q: 3 clusters Score -631398.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -631583.062500 Penalty: 4212.275391
	Iteration 8Q: 3 clusters Score -631583.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -631756.875000 Penalty: 4212.275391
	Iteration 9Q: 3 clusters Score -631756.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -631917.937500 Penalty: 4212.275391
	Iteration 10Q: 3 clusters Score -631917.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -632064.500000 Penalty: 4212.275391
	Iteration 11Q: 3 clusters Score -632064.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -632174.312500 Penalty: 4212.275391
	Iteration 12Q: 3 clusters Score -632174.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -632245.375000 Penalty: 4212.275391
	Iteration 13Q: 3 clusters Score -632245.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -632280.500000 Penalty: 4212.275391
	Iteration 14Q: 3 clusters Score -632280.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -632296.125000 Penalty: 4212.275391
	Iteration 15Q: 3 clusters Score -632296.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -632305.875000 Penalty: 4212.275391
	Iteration 16Q: 3 clusters Score -632305.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -632311.437500 Penalty: 4212.275391
	Iteration 17Q: 3 clusters Score -632311.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -632318.437500 Penalty: 4212.275391
	Iteration 18Q: 3 clusters Score -632318.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -632323.562500 Penalty: 4212.275391
	Iteration 19Q: 3 clusters Score -632323.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -632326.625000 Penalty: 4212.275391
	Iteration 20F: 3 clusters Score -632326.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -632328.812500 Penalty: 4212.275391
	Iteration 21Q: 3 clusters Score -632328.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -632330.062500 Penalty: 4212.275391
	Iteration 22Q: 3 clusters Score -632330.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -632330.125000 Penalty: 4212.275391
	Iteration 23Q: 3 clusters Score -632330.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -632333.187500 Penalty: 4212.275391
	Iteration 24Q: 3 clusters Score -632333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -632332.687500 Penalty: 4212.275391
	Iteration 25Q: 3 clusters Score -632332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -632333.937500 Penalty: 4212.275391
	Iteration 26Q: 3 clusters Score -632333.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -632333.937500 Penalty: 4212.275391
	Iteration 27F: 3 clusters Score -632333.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (56074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Entering Unmasked Estep 
Score: -7820160.500000 Penalty: 2711.738037
	Iteration 0F: 2 clusters Score -7820160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -7782634.500000 Penalty: 5423.476074
	Iteration 0F: 3 clusters Score -7782634 nChanged 25867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -7796804.500000 Penalty: 5423.476074
	Iteration 1F: 3 clusters Score -7796804 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -7797557.000000 Penalty: 5423.476074
	Iteration 2Q: 3 clusters Score -7797557 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -7798564.500000 Penalty: 5423.476074
	Iteration 3Q: 3 clusters Score -7798564 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -7799754.000000 Penalty: 5423.476074
	Iteration 4Q: 3 clusters Score -7799754 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -7801430.000000 Penalty: 5423.476074
	Iteration 5Q: 3 clusters Score -7801430 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -7803304.000000 Penalty: 5423.476074
	Iteration 6F: 3 clusters Score -7803304 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -7805274.000000 Penalty: 5423.476074
	Iteration 7F: 3 clusters Score -7805274 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -7807283.000000 Penalty: 5423.476074
	Iteration 8F: 3 clusters Score -7807283 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -7809312.000000 Penalty: 5423.476074
	Iteration 9F: 3 clusters Score -7809312 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -7811069.000000 Penalty: 5423.476074
	Iteration 10Q: 3 clusters Score -7811069 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -7812659.000000 Penalty: 5423.476074
	Iteration 11Q: 3 clusters Score -7812659 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -7814058.000000 Penalty: 5423.476074
	Iteration 12Q: 3 clusters Score -7814058 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -7815086.000000 Penalty: 5423.476074
	Iteration 13Q: 3 clusters Score -7815086 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -7815903.000000 Penalty: 5423.476074
	Iteration 14Q: 3 clusters Score -7815903 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -7816505.500000 Penalty: 5423.476074
	Iteration 15Q: 3 clusters Score -7816506 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -7816948.000000 Penalty: 5423.476074
	Iteration 16Q: 3 clusters Score -7816948 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -7817278.000000 Penalty: 5423.476074
	Iteration 17Q: 3 clusters Score -7817278 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -7817461.000000 Penalty: 5423.476074
	Iteration 18Q: 3 clusters Score -7817461 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
Score: -7817566.500000 Penalty: 5423.476074
	Iteration 19Q: 3 clusters Score -7817566 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -7817666.500000 Penalty: 5423.476074
	Iteration 20F: 3 clusters Score -7817666 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -7817716.000000 Penalty: 5423.476074
	Iteration 21Q: 3 clusters Score -7817716 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -7817762.500000 Penalty: 5423.476074
	Iteration 22Q: 3 clusters Score -7817762 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -7817784.500000 Penalty: 5423.476074
	Iteration 23Q: 3 clusters Score -7817784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -7817804.000000 Penalty: 5423.476074
	Iteration 24Q: 3 clusters Score -7817804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -7817816.000000 Penalty: 5423.476074
	Iteration 25Q: 3 clusters Score -7817816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -7817823.500000 Penalty: 5423.476074
	Iteration 26Q: 3 clusters Score -7817824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -7817841.000000 Penalty: 5423.476074
	Iteration 27Q: 3 clusters Score -7817841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -7817858.500000 Penalty: 5423.476074
	Iteration 28Q: 3 clusters Score -7817858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -7817874.500000 Penalty: 5423.476074
	Iteration 29Q: 3 clusters Score -7817874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -7817865.000000 Penalty: 5423.476074
	Iteration 30Q: 3 clusters Score -7817865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -7817872.000000 Penalty: 5423.476074
	Iteration 31Q: 3 clusters Score -7817872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -7817875.000000 Penalty: 5423.476074
	Iteration 32Q: 3 clusters Score -7817875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 55461 members 
Entering Unmasked Estep 
Score: -7817869.000000 Penalty: 5423.476074
	Iteration 33Q: 3 clusters Score -7817869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -7817878.500000 Penalty: 5423.476074
	Iteration 34Q: 3 clusters Score -7817878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -7817881.000000 Penalty: 5423.476074
	Iteration 35Q: 3 clusters Score -7817881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
Score: -7817892.000000 Penalty: 5423.476074
	Iteration 36Q: 3 clusters Score -7817892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 55482 members 
Entering Unmasked Estep 
Score: -7817899.000000 Penalty: 5423.476074
	Iteration 37Q: 3 clusters Score -7817899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -7817908.500000 Penalty: 5423.476074
	Iteration 38Q: 3 clusters Score -7817908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -7817906.000000 Penalty: 5423.476074
	Iteration 39Q: 3 clusters Score -7817906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 55490 members 
Entering Unmasked Estep 
Score: -7817908.500000 Penalty: 5423.476074
	Iteration 40F: 3 clusters Score -7817908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -7817907.000000 Penalty: 5423.476074
	Iteration 41Q: 3 clusters Score -7817907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -7817908.500000 Penalty: 5423.476074
	Iteration 42Q: 3 clusters Score -7817908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -7817908.500000 Penalty: 5423.476074
	Iteration 43F: 3 clusters Score -7817908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 14246 members 
Mstep: Class 5 contains 51646 members 
Mstep: Class 6 contains 204368 members 
Mstep: Class 7 contains 51443 members 
Mstep: Class 8 contains 235957 members 
Mstep: Class 9 contains 3584 members 
Mstep: Class 10 contains 49910 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 60041 members 
Mstep: Class 14 contains 6642 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 202166 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19075 members 
Mstep: Class 22 contains 4878 members 
Mstep: Class 23 contains 56074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792816.000000 Penalty: 75362.250000
Iteration 119Q: 23 clusters Score -1.357928e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 14296 members 
Mstep: Class 5 contains 52039 members 
Mstep: Class 6 contains 204417 members 
Mstep: Class 7 contains 51459 members 
Mstep: Class 8 contains 236060 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 49864 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 59336 members 
Mstep: Class 14 contains 6654 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 202349 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19064 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 56159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792912.000000 Penalty: 75362.250000
Iteration 120F: 23 clusters Score -1.357929e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 14332 members 
Mstep: Class 5 contains 52420 members 
Mstep: Class 6 contains 204474 members 
Mstep: Class 7 contains 51468 members 
Mstep: Class 8 contains 236246 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 49818 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 58593 members 
Mstep: Class 14 contains 6664 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 202535 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19062 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 56228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792832.000000 Penalty: 75362.250000
Iteration 121Q: 23 clusters Score -1.357928e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 14368 members 
Mstep: Class 5 contains 52790 members 
Mstep: Class 6 contains 204545 members 
Mstep: Class 7 contains 51473 members 
Mstep: Class 8 contains 236448 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 49785 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 57854 members 
Mstep: Class 14 contains 6678 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 202715 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19053 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 56274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135792848.000000 Penalty: 75362.250000
Iteration 122Q: 23 clusters Score -1.357928e+08 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 14404 members 
Mstep: Class 5 contains 53122 members 
Mstep: Class 6 contains 204612 members 
Mstep: Class 7 contains 51488 members 
Mstep: Class 8 contains 236692 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 49733 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 57146 members 
Mstep: Class 14 contains 6690 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 202900 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19048 members 
Mstep: Class 22 contains 4863 members 
Mstep: Class 23 contains 56315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793328.000000 Penalty: 75362.250000
Iteration 123Q: 23 clusters Score -1.357933e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 14430 members 
Mstep: Class 5 contains 53452 members 
Mstep: Class 6 contains 204671 members 
Mstep: Class 7 contains 51497 members 
Mstep: Class 8 contains 236962 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 49658 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 56473 members 
Mstep: Class 14 contains 6703 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 203069 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19047 members 
Mstep: Class 22 contains 4858 members 
Mstep: Class 23 contains 56374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793280.000000 Penalty: 75362.250000
Iteration 124Q: 23 clusters Score -1.357933e+08 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 14463 members 
Mstep: Class 5 contains 53758 members 
Mstep: Class 6 contains 204718 members 
Mstep: Class 7 contains 51503 members 
Mstep: Class 8 contains 237219 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 49618 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 55768 members 
Mstep: Class 14 contains 6721 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 203251 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19043 members 
Mstep: Class 22 contains 4852 members 
Mstep: Class 23 contains 56436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793488.000000 Penalty: 75362.250000
Iteration 125Q: 23 clusters Score -1.357935e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 14490 members 
Mstep: Class 5 contains 54074 members 
Mstep: Class 6 contains 204775 members 
Mstep: Class 7 contains 51513 members 
Mstep: Class 8 contains 237439 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 49580 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 55079 members 
Mstep: Class 14 contains 6735 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 203434 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19030 members 
Mstep: Class 22 contains 4847 members 
Mstep: Class 23 contains 56494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793536.000000 Penalty: 75362.250000
Iteration 126Q: 23 clusters Score -1.357935e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 14514 members 
Mstep: Class 5 contains 54396 members 
Mstep: Class 6 contains 204841 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 237711 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 10 contains 49522 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 54411 members 
Mstep: Class 14 contains 6752 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 203611 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 21 contains 19018 members 
Mstep: Class 22 contains 4845 members 
Mstep: Class 23 contains 56516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793584.000000 Penalty: 75362.250000
Iteration 127Q: 23 clusters Score -1.357936e+08 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 14533 members 
Mstep: Class 5 contains 54697 members 
Mstep: Class 6 contains 204892 members 
Mstep: Class 7 contains 51526 members 
Mstep: Class 8 contains 238006 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 10 contains 49453 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 53747 members 
Mstep: Class 14 contains 6774 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 203767 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 265 members 
Mstep: Class 21 contains 19004 members 
Mstep: Class 22 contains 4841 members 
Mstep: Class 23 contains 56543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793776.000000 Penalty: 75362.250000
Iteration 128Q: 23 clusters Score -1.357938e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 4491 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 14544 members 
Mstep: Class 5 contains 54975 members 
Mstep: Class 6 contains 204933 members 
Mstep: Class 7 contains 51520 members 
Mstep: Class 8 contains 238355 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 10 contains 49390 members 
Mstep: Class 11 contains 1739 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 53079 members 
Mstep: Class 14 contains 6800 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 203892 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 265 members 
Mstep: Class 21 contains 18997 members 
Mstep: Class 22 contains 4835 members 
Mstep: Class 23 contains 56592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793824.000000 Penalty: 75362.250000
Iteration 129Q: 23 clusters Score -1.357938e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 4491 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 14561 members 
Mstep: Class 5 contains 55230 members 
Mstep: Class 6 contains 204988 members 
Mstep: Class 7 contains 51521 members 
Mstep: Class 8 contains 238685 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 10 contains 49321 members 
Mstep: Class 11 contains 1739 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 52397 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 204015 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 265 members 
Mstep: Class 21 contains 18999 members 
Mstep: Class 22 contains 4833 members 
Mstep: Class 23 contains 56671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793408.000000 Penalty: 75362.250000
Iteration 130Q: 23 clusters Score -1.357934e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 4490 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 14582 members 
Mstep: Class 5 contains 55504 members 
Mstep: Class 6 contains 205063 members 
Mstep: Class 7 contains 51526 members 
Mstep: Class 8 contains 238961 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 10 contains 49242 members 
Mstep: Class 11 contains 1739 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 51698 members 
Mstep: Class 14 contains 6836 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 204175 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 265 members 
Mstep: Class 21 contains 18998 members 
Mstep: Class 22 contains 4830 members 
Mstep: Class 23 contains 56740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793296.000000 Penalty: 75362.250000
Iteration 131Q: 23 clusters Score -1.357933e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 4490 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 14601 members 
Mstep: Class 5 contains 55747 members 
Mstep: Class 6 contains 205107 members 
Mstep: Class 7 contains 51541 members 
Mstep: Class 8 contains 239258 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 10 contains 49163 members 
Mstep: Class 11 contains 1739 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 51029 members 
Mstep: Class 14 contains 6847 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 204321 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 265 members 
Mstep: Class 21 contains 19009 members 
Mstep: Class 22 contains 4830 members 
Mstep: Class 23 contains 56806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793760.000000 Penalty: 75362.250000
Iteration 132Q: 23 clusters Score -1.357938e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 4491 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 14620 members 
Mstep: Class 5 contains 55974 members 
Mstep: Class 6 contains 205164 members 
Mstep: Class 7 contains 51548 members 
Mstep: Class 8 contains 239596 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 10 contains 49073 members 
Mstep: Class 11 contains 1739 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 50344 members 
Mstep: Class 14 contains 6858 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 204489 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 265 members 
Mstep: Class 21 contains 19007 members 
Mstep: Class 22 contains 4824 members 
Mstep: Class 23 contains 56864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793520.000000 Penalty: 75362.250000
Iteration 133Q: 23 clusters Score -1.357935e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 4491 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 14638 members 
Mstep: Class 5 contains 56206 members 
Mstep: Class 6 contains 205219 members 
Mstep: Class 7 contains 51551 members 
Mstep: Class 8 contains 240002 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 10 contains 48991 members 
Mstep: Class 11 contains 1739 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 49603 members 
Mstep: Class 14 contains 6863 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 204656 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 265 members 
Mstep: Class 21 contains 19011 members 
Mstep: Class 22 contains 4821 members 
Mstep: Class 23 contains 56921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793648.000000 Penalty: 75362.250000
Iteration 134Q: 23 clusters Score -1.357936e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 4491 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 14652 members 
Mstep: Class 5 contains 56444 members 
Mstep: Class 6 contains 205287 members 
Mstep: Class 7 contains 51556 members 
Mstep: Class 8 contains 240320 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 10 contains 48916 members 
Mstep: Class 11 contains 1739 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 48896 members 
Mstep: Class 14 contains 6869 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 204817 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 265 members 
Mstep: Class 21 contains 19013 members 
Mstep: Class 22 contains 4812 members 
Mstep: Class 23 contains 56995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793856.000000 Penalty: 75362.250000
Iteration 135Q: 23 clusters Score -1.357939e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 14662 members 
Mstep: Class 5 contains 56663 members 
Mstep: Class 6 contains 205369 members 
Mstep: Class 7 contains 51561 members 
Mstep: Class 8 contains 240644 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 48817 members 
Mstep: Class 11 contains 1739 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 48215 members 
Mstep: Class 14 contains 6875 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 205003 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 265 members 
Mstep: Class 21 contains 19006 members 
Mstep: Class 22 contains 4807 members 
Mstep: Class 23 contains 57056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793648.000000 Penalty: 75362.250000
Iteration 136Q: 23 clusters Score -1.357936e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 4491 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 14673 members 
Mstep: Class 5 contains 56853 members 
Mstep: Class 6 contains 205434 members 
Mstep: Class 7 contains 51567 members 
Mstep: Class 8 contains 241018 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 48722 members 
Mstep: Class 11 contains 1738 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 47506 members 
Mstep: Class 14 contains 6885 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 205208 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 265 members 
Mstep: Class 21 contains 18998 members 
Mstep: Class 22 contains 4803 members 
Mstep: Class 23 contains 57120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793952.000000 Penalty: 75362.250000
Iteration 137Q: 23 clusters Score -1.35794e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 4491 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 14687 members 
Mstep: Class 5 contains 57056 members 
Mstep: Class 6 contains 205491 members 
Mstep: Class 7 contains 51571 members 
Mstep: Class 8 contains 241401 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 48630 members 
Mstep: Class 11 contains 1738 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 46796 members 
Mstep: Class 14 contains 6890 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 205412 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 265 members 
Mstep: Class 21 contains 18985 members 
Mstep: Class 22 contains 4801 members 
Mstep: Class 23 contains 57171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793936.000000 Penalty: 75362.250000
Iteration 138Q: 23 clusters Score -1.357939e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 4489 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 14689 members 
Mstep: Class 5 contains 57268 members 
Mstep: Class 6 contains 205537 members 
Mstep: Class 7 contains 51580 members 
Mstep: Class 8 contains 241831 members 
Mstep: Class 9 contains 3580 members 
Mstep: Class 10 contains 48518 members 
Mstep: Class 11 contains 1738 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 46047 members 
Mstep: Class 14 contains 6901 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 205608 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 265 members 
Mstep: Class 21 contains 18968 members 
Mstep: Class 22 contains 4799 members 
Mstep: Class 23 contains 57225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793776.000000 Penalty: 75362.250000
Iteration 139Q: 23 clusters Score -1.357938e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 4488 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 14719 members 
Mstep: Class 5 contains 57481 members 
Mstep: Class 6 contains 205603 members 
Mstep: Class 7 contains 51581 members 
Mstep: Class 8 contains 242199 members 
Mstep: Class 9 contains 3579 members 
Mstep: Class 10 contains 48413 members 
Mstep: Class 11 contains 1738 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 45320 members 
Mstep: Class 14 contains 6906 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 205799 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 265 members 
Mstep: Class 21 contains 18963 members 
Mstep: Class 22 contains 4799 members 
Mstep: Class 23 contains 57275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793888.000000 Penalty: 75362.250000
Iteration 140F: 23 clusters Score -1.357939e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 14748 members 
Mstep: Class 5 contains 57704 members 
Mstep: Class 6 contains 205688 members 
Mstep: Class 7 contains 51580 members 
Mstep: Class 8 contains 242572 members 
Mstep: Class 9 contains 3579 members 
Mstep: Class 10 contains 48293 members 
Mstep: Class 11 contains 1738 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 44568 members 
Mstep: Class 14 contains 6913 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 205968 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 265 members 
Mstep: Class 21 contains 18959 members 
Mstep: Class 22 contains 4791 members 
Mstep: Class 23 contains 57332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793840.000000 Penalty: 75362.250000
Iteration 141Q: 23 clusters Score -1.357938e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 14779 members 
Mstep: Class 5 contains 57953 members 
Mstep: Class 6 contains 205803 members 
Mstep: Class 7 contains 51583 members 
Mstep: Class 8 contains 242874 members 
Mstep: Class 9 contains 3579 members 
Mstep: Class 10 contains 48190 members 
Mstep: Class 11 contains 1737 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 43809 members 
Mstep: Class 14 contains 6925 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 206095 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 265 members 
Mstep: Class 21 contains 18954 members 
Mstep: Class 22 contains 4786 members 
Mstep: Class 23 contains 57411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793760.000000 Penalty: 75362.250000
Iteration 142Q: 23 clusters Score -1.357938e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 4478 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 14810 members 
Mstep: Class 5 contains 58207 members 
Mstep: Class 6 contains 205918 members 
Mstep: Class 7 contains 51575 members 
Mstep: Class 8 contains 243275 members 
Mstep: Class 9 contains 3579 members 
Mstep: Class 10 contains 48077 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 42982 members 
Mstep: Class 14 contains 6941 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 206242 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 266 members 
Mstep: Class 21 contains 18951 members 
Mstep: Class 22 contains 4780 members 
Mstep: Class 23 contains 57466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793760.000000 Penalty: 75362.250000
Iteration 143Q: 23 clusters Score -1.357938e+08 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 14841 members 
Mstep: Class 5 contains 58461 members 
Mstep: Class 6 contains 206001 members 
Mstep: Class 7 contains 51567 members 
Mstep: Class 8 contains 243731 members 
Mstep: Class 9 contains 3579 members 
Mstep: Class 10 contains 47939 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 42153 members 
Mstep: Class 14 contains 6958 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 206380 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 266 members 
Mstep: Class 21 contains 18953 members 
Mstep: Class 22 contains 4772 members 
Mstep: Class 23 contains 57527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793728.000000 Penalty: 75362.250000
Iteration 144Q: 23 clusters Score -1.357937e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 4471 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 14868 members 
Mstep: Class 5 contains 58724 members 
Mstep: Class 6 contains 206068 members 
Mstep: Class 7 contains 51563 members 
Mstep: Class 8 contains 244146 members 
Mstep: Class 9 contains 3579 members 
Mstep: Class 10 contains 47794 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 41356 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 206508 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 266 members 
Mstep: Class 21 contains 18952 members 
Mstep: Class 22 contains 4771 members 
Mstep: Class 23 contains 57590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793712.000000 Penalty: 75362.250000
Iteration 145Q: 23 clusters Score -1.357937e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 4470 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 14894 members 
Mstep: Class 5 contains 58983 members 
Mstep: Class 6 contains 206133 members 
Mstep: Class 7 contains 51570 members 
Mstep: Class 8 contains 244531 members 
Mstep: Class 9 contains 3579 members 
Mstep: Class 10 contains 47641 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 40597 members 
Mstep: Class 14 contains 7024 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 206632 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 266 members 
Mstep: Class 21 contains 18952 members 
Mstep: Class 22 contains 4763 members 
Mstep: Class 23 contains 57646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793536.000000 Penalty: 75362.250000
Iteration 146Q: 23 clusters Score -1.357935e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 4467 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 14926 members 
Mstep: Class 5 contains 59236 members 
Mstep: Class 6 contains 206211 members 
Mstep: Class 7 contains 51556 members 
Mstep: Class 8 contains 244875 members 
Mstep: Class 9 contains 3579 members 
Mstep: Class 10 contains 47542 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 39814 members 
Mstep: Class 14 contains 7055 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 206797 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 266 members 
Mstep: Class 21 contains 18954 members 
Mstep: Class 22 contains 4758 members 
Mstep: Class 23 contains 57690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793552.000000 Penalty: 75362.250000
Iteration 147Q: 23 clusters Score -1.357936e+08 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 4462 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 14951 members 
Mstep: Class 5 contains 59505 members 
Mstep: Class 6 contains 206290 members 
Mstep: Class 7 contains 51553 members 
Mstep: Class 8 contains 245237 members 
Mstep: Class 9 contains 3579 members 
Mstep: Class 10 contains 47430 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 39029 members 
Mstep: Class 14 contains 7094 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 206935 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 266 members 
Mstep: Class 21 contains 18956 members 
Mstep: Class 22 contains 4754 members 
Mstep: Class 23 contains 57730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793760.000000 Penalty: 75362.250000
Iteration 148Q: 23 clusters Score -1.357938e+08 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 4456 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 14993 members 
Mstep: Class 5 contains 59765 members 
Mstep: Class 6 contains 206340 members 
Mstep: Class 7 contains 51569 members 
Mstep: Class 8 contains 245551 members 
Mstep: Class 9 contains 3579 members 
Mstep: Class 10 contains 47336 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 38287 members 
Mstep: Class 14 contains 7127 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 207073 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 266 members 
Mstep: Class 21 contains 18950 members 
Mstep: Class 22 contains 4751 members 
Mstep: Class 23 contains 57763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793920.000000 Penalty: 75362.250000
Iteration 149Q: 23 clusters Score -1.357939e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 4452 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15020 members 
Mstep: Class 5 contains 60005 members 
Mstep: Class 6 contains 206429 members 
Mstep: Class 7 contains 51572 members 
Mstep: Class 8 contains 245888 members 
Mstep: Class 9 contains 3579 members 
Mstep: Class 10 contains 47250 members 
Mstep: Class 11 contains 1733 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 37563 members 
Mstep: Class 14 contains 7161 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 207184 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 266 members 
Mstep: Class 21 contains 18940 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 57791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793408.000000 Penalty: 75362.250000
Iteration 150Q: 23 clusters Score -1.357934e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 4451 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15041 members 
Mstep: Class 5 contains 60248 members 
Mstep: Class 6 contains 206516 members 
Mstep: Class 7 contains 51572 members 
Mstep: Class 8 contains 246174 members 
Mstep: Class 9 contains 3579 members 
Mstep: Class 10 contains 47175 members 
Mstep: Class 11 contains 1731 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 36860 members 
Mstep: Class 14 contains 7188 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 207293 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 266 members 
Mstep: Class 21 contains 18941 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 57819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793552.000000 Penalty: 75362.250000
Iteration 151Q: 23 clusters Score -1.357936e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 4452 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15072 members 
Mstep: Class 5 contains 60492 members 
Mstep: Class 6 contains 206630 members 
Mstep: Class 7 contains 51564 members 
Mstep: Class 8 contains 246438 members 
Mstep: Class 9 contains 3578 members 
Mstep: Class 10 contains 47073 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 36171 members 
Mstep: Class 14 contains 7222 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 207400 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 266 members 
Mstep: Class 21 contains 18931 members 
Mstep: Class 22 contains 4740 members 
Mstep: Class 23 contains 57856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793792.000000 Penalty: 75362.250000
Iteration 152Q: 23 clusters Score -1.357938e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 4452 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15109 members 
Mstep: Class 5 contains 60738 members 
Mstep: Class 6 contains 206750 members 
Mstep: Class 7 contains 51574 members 
Mstep: Class 8 contains 246719 members 
Mstep: Class 9 contains 3577 members 
Mstep: Class 10 contains 46960 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 35455 members 
Mstep: Class 14 contains 7255 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 207491 members 
Mstep: Class 18 contains 491 members 
Mstep: Class 19 contains 267 members 
Mstep: Class 21 contains 18916 members 
Mstep: Class 22 contains 4742 members 
Mstep: Class 23 contains 57896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794032.000000 Penalty: 75362.250000
Iteration 153Q: 23 clusters Score -1.35794e+08 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 4452 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15138 members 
Mstep: Class 5 contains 60959 members 
Mstep: Class 6 contains 206869 members 
Mstep: Class 7 contains 51570 members 
Mstep: Class 8 contains 247061 members 
Mstep: Class 9 contains 3576 members 
Mstep: Class 10 contains 46841 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 34715 members 
Mstep: Class 14 contains 7285 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 207601 members 
Mstep: Class 18 contains 491 members 
Mstep: Class 19 contains 267 members 
Mstep: Class 21 contains 18915 members 
Mstep: Class 22 contains 4740 members 
Mstep: Class 23 contains 57935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135793984.000000 Penalty: 75362.250000
Iteration 154Q: 23 clusters Score -1.35794e+08 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 4449 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15171 members 
Mstep: Class 5 contains 61151 members 
Mstep: Class 6 contains 206967 members 
Mstep: Class 7 contains 51567 members 
Mstep: Class 8 contains 247421 members 
Mstep: Class 9 contains 3574 members 
Mstep: Class 10 contains 46702 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 34004 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 207729 members 
Mstep: Class 18 contains 491 members 
Mstep: Class 19 contains 267 members 
Mstep: Class 21 contains 18910 members 
Mstep: Class 22 contains 4735 members 
Mstep: Class 23 contains 57977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794144.000000 Penalty: 75362.250000
Iteration 155Q: 23 clusters Score -1.357941e+08 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 4446 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15209 members 
Mstep: Class 5 contains 61346 members 
Mstep: Class 6 contains 207094 members 
Mstep: Class 7 contains 51559 members 
Mstep: Class 8 contains 247733 members 
Mstep: Class 9 contains 3573 members 
Mstep: Class 10 contains 46587 members 
Mstep: Class 11 contains 1731 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 33266 members 
Mstep: Class 14 contains 7354 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 207885 members 
Mstep: Class 18 contains 491 members 
Mstep: Class 19 contains 267 members 
Mstep: Class 21 contains 18905 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 58015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794384.000000 Penalty: 75362.250000
Iteration 156Q: 23 clusters Score -1.357944e+08 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15225 members 
Mstep: Class 5 contains 61527 members 
Mstep: Class 6 contains 207189 members 
Mstep: Class 7 contains 51558 members 
Mstep: Class 8 contains 248075 members 
Mstep: Class 9 contains 3573 members 
Mstep: Class 10 contains 46463 members 
Mstep: Class 11 contains 1731 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 32572 members 
Mstep: Class 14 contains 7381 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 208042 members 
Mstep: Class 18 contains 491 members 
Mstep: Class 19 contains 267 members 
Mstep: Class 21 contains 18902 members 
Mstep: Class 22 contains 4722 members 
Mstep: Class 23 contains 58057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794464.000000 Penalty: 75362.250000
Iteration 157Q: 23 clusters Score -1.357945e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15239 members 
Mstep: Class 5 contains 61719 members 
Mstep: Class 6 contains 207239 members 
Mstep: Class 7 contains 51555 members 
Mstep: Class 8 contains 248525 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 46334 members 
Mstep: Class 11 contains 1731 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 31863 members 
Mstep: Class 14 contains 7415 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 208159 members 
Mstep: Class 18 contains 491 members 
Mstep: Class 19 contains 267 members 
Mstep: Class 21 contains 18898 members 
Mstep: Class 22 contains 4714 members 
Mstep: Class 23 contains 58094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794400.000000 Penalty: 75362.250000
Iteration 158Q: 23 clusters Score -1.357944e+08 nChanged 1703
Entering ConstructFrom: 
Score: -135794400.000000 Penalty: 75362.250000
Entering ConstructFrom: 
Trying to split cluster 1 (24960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Entering Unmasked Estep 
Score: -3486884.000000 Penalty: 2511.007324
	Iteration 0F: 2 clusters Score -3486884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3469521.250000 Penalty: 5022.014648
	Iteration 0F: 3 clusters Score -3469521 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3475578.750000 Penalty: 5022.014648
	Iteration 1F: 3 clusters Score -3475579 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -3476077.500000 Penalty: 5022.014648
	Iteration 2Q: 3 clusters Score -3476078 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -3476565.750000 Penalty: 5022.014648
	Iteration 3Q: 3 clusters Score -3476566 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3477207.500000 Penalty: 5022.014648
	Iteration 4Q: 3 clusters Score -3477208 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3477991.250000 Penalty: 5022.014648
	Iteration 5F: 3 clusters Score -3477991 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -3479065.000000 Penalty: 5022.014648
	Iteration 6F: 3 clusters Score -3479065 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3480166.750000 Penalty: 5022.014648
	Iteration 7F: 3 clusters Score -3480167 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -3481306.500000 Penalty: 5022.014648
	Iteration 8F: 3 clusters Score -3481306 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3482252.750000 Penalty: 5022.014648
	Iteration 9Q: 3 clusters Score -3482253 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3482975.750000 Penalty: 5022.014648
	Iteration 10Q: 3 clusters Score -3482976 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -3483496.500000 Penalty: 5022.014648
	Iteration 11Q: 3 clusters Score -3483496 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -3483870.250000 Penalty: 5022.014648
	Iteration 12Q: 3 clusters Score -3483870 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -3484120.000000 Penalty: 5022.014648
	Iteration 13Q: 3 clusters Score -3484120 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -3484290.500000 Penalty: 5022.014648
	Iteration 14Q: 3 clusters Score -3484290 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3484405.500000 Penalty: 5022.014648
	Iteration 15Q: 3 clusters Score -3484406 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -3484487.000000 Penalty: 5022.014648
	Iteration 16Q: 3 clusters Score -3484487 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3484565.250000 Penalty: 5022.014648
	Iteration 17Q: 3 clusters Score -3484565 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -3484628.250000 Penalty: 5022.014648
	Iteration 18Q: 3 clusters Score -3484628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -3484660.750000 Penalty: 5022.014648
	Iteration 19Q: 3 clusters Score -3484661 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3484689.750000 Penalty: 5022.014648
	Iteration 20F: 3 clusters Score -3484690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -3484723.250000 Penalty: 5022.014648
	Iteration 21Q: 3 clusters Score -3484723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3484736.250000 Penalty: 5022.014648
	Iteration 22Q: 3 clusters Score -3484736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -3484751.250000 Penalty: 5022.014648
	Iteration 23Q: 3 clusters Score -3484751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -3484755.250000 Penalty: 5022.014648
	Iteration 24Q: 3 clusters Score -3484755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -3484762.750000 Penalty: 5022.014648
	Iteration 25Q: 3 clusters Score -3484763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3484763.750000 Penalty: 5022.014648
	Iteration 26Q: 3 clusters Score -3484764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3484766.500000 Penalty: 5022.014648
	Iteration 27Q: 3 clusters Score -3484766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3484764.000000 Penalty: 5022.014648
	Iteration 28Q: 3 clusters Score -3484764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -3484767.000000 Penalty: 5022.014648
	Iteration 29Q: 3 clusters Score -3484767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -3484769.250000 Penalty: 5022.014648
	Iteration 30Q: 3 clusters Score -3484769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -3484771.250000 Penalty: 5022.014648
	Iteration 31Q: 3 clusters Score -3484771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3484770.750000 Penalty: 5022.014648
	Iteration 32Q: 3 clusters Score -3484771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3484772.750000 Penalty: 5022.014648
	Iteration 33Q: 3 clusters Score -3484773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3484775.250000 Penalty: 5022.014648
	Iteration 34Q: 3 clusters Score -3484775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -3484778.500000 Penalty: 5022.014648
	Iteration 35Q: 3 clusters Score -3484778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -3484781.500000 Penalty: 5022.014648
	Iteration 36Q: 3 clusters Score -3484782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -3484782.750000 Penalty: 5022.014648
	Iteration 37Q: 3 clusters Score -3484783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3484785.000000 Penalty: 5022.014648
	Iteration 38Q: 3 clusters Score -3484785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3484786.000000 Penalty: 5022.014648
	Iteration 39Q: 3 clusters Score -3484786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -3484785.750000 Penalty: 5022.014648
	Iteration 40F: 3 clusters Score -3484786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -3484786.000000 Penalty: 5022.014648
	Iteration 41Q: 3 clusters Score -3484786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -3484790.250000 Penalty: 5022.014648
	Iteration 42Q: 3 clusters Score -3484790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3484791.500000 Penalty: 5022.014648
	Iteration 43Q: 3 clusters Score -3484792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3484791.500000 Penalty: 5022.014648
	Iteration 44F: 3 clusters Score -3484792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Entering Unmasked Estep 
Score: -582542.875000 Penalty: 2082.246338
	Iteration 0F: 2 clusters Score -582542.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -578352.500000 Penalty: 4164.492676
	Iteration 0F: 3 clusters Score -578352.5 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -579278.562500 Penalty: 4164.492676
	Iteration 1F: 3 clusters Score -579278.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -579491.500000 Penalty: 4164.492676
	Iteration 2F: 3 clusters Score -579491.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -579626.187500 Penalty: 4164.492676
	Iteration 3Q: 3 clusters Score -579626.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -579763.687500 Penalty: 4164.492676
	Iteration 4Q: 3 clusters Score -579763.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -579892.500000 Penalty: 4164.492676
	Iteration 5Q: 3 clusters Score -579892.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -580021.937500 Penalty: 4164.492676
	Iteration 6Q: 3 clusters Score -580021.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -580128.250000 Penalty: 4164.492676
	Iteration 7Q: 3 clusters Score -580128.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -580204.937500 Penalty: 4164.492676
	Iteration 8Q: 3 clusters Score -580204.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -580269.875000 Penalty: 4164.492676
	Iteration 9Q: 3 clusters Score -580269.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -580338.000000 Penalty: 4164.492676
	Iteration 10Q: 3 clusters Score -580338 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -580403.312500 Penalty: 4164.492676
	Iteration 11Q: 3 clusters Score -580403.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -580466.937500 Penalty: 4164.492676
	Iteration 12Q: 3 clusters Score -580466.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -580521.937500 Penalty: 4164.492676
	Iteration 13Q: 3 clusters Score -580521.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -580575.937500 Penalty: 4164.492676
	Iteration 14Q: 3 clusters Score -580575.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -580633.562500 Penalty: 4164.492676
	Iteration 15Q: 3 clusters Score -580633.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -580688.625000 Penalty: 4164.492676
	Iteration 16Q: 3 clusters Score -580688.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -580754.937500 Penalty: 4164.492676
	Iteration 17Q: 3 clusters Score -580754.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -580809.187500 Penalty: 4164.492676
	Iteration 18Q: 3 clusters Score -580809.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -580855.187500 Penalty: 4164.492676
	Iteration 19Q: 3 clusters Score -580855.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -580898.687500 Penalty: 4164.492676
	Iteration 20F: 3 clusters Score -580898.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -580924.062500 Penalty: 4164.492676
	Iteration 21Q: 3 clusters Score -580924.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -580948.750000 Penalty: 4164.492676
	Iteration 22Q: 3 clusters Score -580948.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -580975.187500 Penalty: 4164.492676
	Iteration 23Q: 3 clusters Score -580975.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -581013.562500 Penalty: 4164.492676
	Iteration 24Q: 3 clusters Score -581013.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -581048.750000 Penalty: 4164.492676
	Iteration 25Q: 3 clusters Score -581048.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -581076.625000 Penalty: 4164.492676
	Iteration 26Q: 3 clusters Score -581076.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -581097.625000 Penalty: 4164.492676
	Iteration 27Q: 3 clusters Score -581097.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -581121.937500 Penalty: 4164.492676
	Iteration 28Q: 3 clusters Score -581121.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -581142.437500 Penalty: 4164.492676
	Iteration 29Q: 3 clusters Score -581142.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -581158.062500 Penalty: 4164.492676
	Iteration 30Q: 3 clusters Score -581158.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -581174.875000 Penalty: 4164.492676
	Iteration 31Q: 3 clusters Score -581174.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -581188.687500 Penalty: 4164.492676
	Iteration 32Q: 3 clusters Score -581188.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -581199.625000 Penalty: 4164.492676
	Iteration 33Q: 3 clusters Score -581199.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -581213.875000 Penalty: 4164.492676
	Iteration 34Q: 3 clusters Score -581213.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -581223.375000 Penalty: 4164.492676
	Iteration 35Q: 3 clusters Score -581223.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -581234.250000 Penalty: 4164.492676
	Iteration 36Q: 3 clusters Score -581234.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -581241.625000 Penalty: 4164.492676
	Iteration 37Q: 3 clusters Score -581241.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -581246.937500 Penalty: 4164.492676
	Iteration 38Q: 3 clusters Score -581246.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -581255.625000 Penalty: 4164.492676
	Iteration 39Q: 3 clusters Score -581255.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -581259.937500 Penalty: 4164.492676
	Iteration 40F: 3 clusters Score -581259.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -581263.875000 Penalty: 4164.492676
	Iteration 41Q: 3 clusters Score -581263.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -581264.687500 Penalty: 4164.492676
	Iteration 42Q: 3 clusters Score -581264.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -581270.250000 Penalty: 4164.492676
	Iteration 43Q: 3 clusters Score -581270.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -581272.625000 Penalty: 4164.492676
	Iteration 44Q: 3 clusters Score -581272.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -581276.000000 Penalty: 4164.492676
	Iteration 45Q: 3 clusters Score -581276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -581278.812500 Penalty: 4164.492676
	Iteration 46Q: 3 clusters Score -581278.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -581281.375000 Penalty: 4164.492676
	Iteration 47Q: 3 clusters Score -581281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -581282.062500 Penalty: 4164.492676
	Iteration 48Q: 3 clusters Score -581282.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -581282.562500 Penalty: 4164.492676
	Iteration 49Q: 3 clusters Score -581282.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -581284.500000 Penalty: 4164.492676
	Iteration 50Q: 3 clusters Score -581284.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -581286.000000 Penalty: 4164.492676
	Iteration 51Q: 3 clusters Score -581286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -581288.125000 Penalty: 4164.492676
	Iteration 52Q: 3 clusters Score -581288.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -581288.937500 Penalty: 4164.492676
	Iteration 53Q: 3 clusters Score -581288.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -581291.187500 Penalty: 4164.492676
	Iteration 54Q: 3 clusters Score -581291.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -581292.937500 Penalty: 4164.492676
	Iteration 55Q: 3 clusters Score -581292.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -581294.375000 Penalty: 4164.492676
	Iteration 56Q: 3 clusters Score -581294.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -581294.375000 Penalty: 4164.492676
	Iteration 57F: 3 clusters Score -581294.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -78740.140625 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -78740.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -77269.031250 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -77269.03 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77549.070312 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -77549.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -77623.984375 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -77623.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -77654.070312 Penalty: 3211.814697
	Iteration 3Q: 3 clusters Score -77654.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -77676.968750 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -77676.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -77695.953125 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -77695.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -77713.062500 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -77713.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -77731.101562 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -77731.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -77739.554688 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -77739.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -77749.343750 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -77749.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -77752.820312 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -77752.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -77756.859375 Penalty: 3211.814697
	Iteration 11Q: 3 clusters Score -77756.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -77756.859375 Penalty: 3211.814697
	Iteration 12F: 3 clusters Score -77756.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -2144016.250000 Penalty: 2388.916748
	Iteration 0F: 2 clusters Score -2144016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2132960.250000 Penalty: 4777.833496
	Iteration 0F: 3 clusters Score -2132960 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2136432.000000 Penalty: 4777.833496
	Iteration 1F: 3 clusters Score -2136432 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2136776.250000 Penalty: 4777.833496
	Iteration 2F: 3 clusters Score -2136776 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2137045.500000 Penalty: 4777.833496
	Iteration 3Q: 3 clusters Score -2137046 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2137286.000000 Penalty: 4777.833496
	Iteration 4Q: 3 clusters Score -2137286 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2137550.500000 Penalty: 4777.833496
	Iteration 5Q: 3 clusters Score -2137550 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2137836.250000 Penalty: 4777.833496
	Iteration 6Q: 3 clusters Score -2137836 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2138230.750000 Penalty: 4777.833496
	Iteration 7Q: 3 clusters Score -2138231 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2138705.750000 Penalty: 4777.833496
	Iteration 8F: 3 clusters Score -2138706 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2139319.000000 Penalty: 4777.833496
	Iteration 9F: 3 clusters Score -2139319 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2139996.000000 Penalty: 4777.833496
	Iteration 10F: 3 clusters Score -2139996 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2140601.750000 Penalty: 4777.833496
	Iteration 11Q: 3 clusters Score -2140602 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2141063.000000 Penalty: 4777.833496
	Iteration 12Q: 3 clusters Score -2141063 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2141384.000000 Penalty: 4777.833496
	Iteration 13Q: 3 clusters Score -2141384 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2141608.750000 Penalty: 4777.833496
	Iteration 14Q: 3 clusters Score -2141609 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2141751.500000 Penalty: 4777.833496
	Iteration 15Q: 3 clusters Score -2141752 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2141820.750000 Penalty: 4777.833496
	Iteration 16Q: 3 clusters Score -2141821 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2141873.000000 Penalty: 4777.833496
	Iteration 17Q: 3 clusters Score -2141873 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2141915.250000 Penalty: 4777.833496
	Iteration 18Q: 3 clusters Score -2141915 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2141952.000000 Penalty: 4777.833496
	Iteration 19Q: 3 clusters Score -2141952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2141980.500000 Penalty: 4777.833496
	Iteration 20F: 3 clusters Score -2141980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2142004.000000 Penalty: 4777.833496
	Iteration 21Q: 3 clusters Score -2142004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2142018.500000 Penalty: 4777.833496
	Iteration 22Q: 3 clusters Score -2142018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2142036.000000 Penalty: 4777.833496
	Iteration 23Q: 3 clusters Score -2142036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2142042.000000 Penalty: 4777.833496
	Iteration 24Q: 3 clusters Score -2142042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2142048.000000 Penalty: 4777.833496
	Iteration 25Q: 3 clusters Score -2142048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2142055.000000 Penalty: 4777.833496
	Iteration 26Q: 3 clusters Score -2142055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2142061.500000 Penalty: 4777.833496
	Iteration 27Q: 3 clusters Score -2142062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2142065.500000 Penalty: 4777.833496
	Iteration 28Q: 3 clusters Score -2142066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2142065.500000 Penalty: 4777.833496
	Iteration 29Q: 3 clusters Score -2142066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2142065.500000 Penalty: 4777.833496
	Iteration 30F: 3 clusters Score -2142066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Entering Unmasked Estep 
Score: -8659676.000000 Penalty: 2736.344238
	Iteration 0F: 2 clusters Score -8659676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -8618207.000000 Penalty: 5472.688477
	Iteration 0F: 3 clusters Score -8618207 nChanged 28828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -8635505.000000 Penalty: 5472.688477
	Iteration 1F: 3 clusters Score -8635505 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -8637574.000000 Penalty: 5472.688477
	Iteration 2F: 3 clusters Score -8637574 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -8640457.000000 Penalty: 5472.688477
	Iteration 3F: 3 clusters Score -8640457 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -8644454.000000 Penalty: 5472.688477
	Iteration 4F: 3 clusters Score -8644454 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -8648919.000000 Penalty: 5472.688477
	Iteration 5F: 3 clusters Score -8648919 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53429 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -8652257.000000 Penalty: 5472.688477
	Iteration 6F: 3 clusters Score -8652257 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -8654313.000000 Penalty: 5472.688477
	Iteration 7Q: 3 clusters Score -8654313 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57029 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -8655533.000000 Penalty: 5472.688477
	Iteration 8Q: 3 clusters Score -8655533 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57983 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -8656250.000000 Penalty: 5472.688477
	Iteration 9Q: 3 clusters Score -8656250 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58606 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -8656670.000000 Penalty: 5472.688477
	Iteration 10Q: 3 clusters Score -8656670 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -8656916.000000 Penalty: 5472.688477
	Iteration 11Q: 3 clusters Score -8656916 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59391 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -8657094.000000 Penalty: 5472.688477
	Iteration 12Q: 3 clusters Score -8657094 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8657206.000000 Penalty: 5472.688477
	Iteration 13Q: 3 clusters Score -8657206 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -8657305.000000 Penalty: 5472.688477
	Iteration 14Q: 3 clusters Score -8657305 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8657354.000000 Penalty: 5472.688477
	Iteration 15Q: 3 clusters Score -8657354 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60126 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -8657421.000000 Penalty: 5472.688477
	Iteration 16Q: 3 clusters Score -8657421 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60217 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8657440.000000 Penalty: 5472.688477
	Iteration 17Q: 3 clusters Score -8657440 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -8657451.000000 Penalty: 5472.688477
	Iteration 18Q: 3 clusters Score -8657451 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8657491.000000 Penalty: 5472.688477
	Iteration 19Q: 3 clusters Score -8657491 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8657505.000000 Penalty: 5472.688477
	Iteration 20F: 3 clusters Score -8657505 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60431 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8657521.000000 Penalty: 5472.688477
	Iteration 21Q: 3 clusters Score -8657521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -8657531.000000 Penalty: 5472.688477
	Iteration 22Q: 3 clusters Score -8657531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60482 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8657529.000000 Penalty: 5472.688477
	Iteration 23Q: 3 clusters Score -8657529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60496 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8657546.000000 Penalty: 5472.688477
	Iteration 24Q: 3 clusters Score -8657546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60509 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8657550.000000 Penalty: 5472.688477
	Iteration 25Q: 3 clusters Score -8657550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -8657554.000000 Penalty: 5472.688477
	Iteration 26Q: 3 clusters Score -8657554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -8657567.000000 Penalty: 5472.688477
	Iteration 27Q: 3 clusters Score -8657567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8657559.000000 Penalty: 5472.688477
	Iteration 28Q: 3 clusters Score -8657559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -8657570.000000 Penalty: 5472.688477
	Iteration 29Q: 3 clusters Score -8657570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8657564.000000 Penalty: 5472.688477
	Iteration 30Q: 3 clusters Score -8657564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8657580.000000 Penalty: 5472.688477
	Iteration 31Q: 3 clusters Score -8657580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60588 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8657580.000000 Penalty: 5472.688477
	Iteration 32Q: 3 clusters Score -8657580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8657571.000000 Penalty: 5472.688477
	Iteration 33Q: 3 clusters Score -8657571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8657586.000000 Penalty: 5472.688477
	Iteration 34Q: 3 clusters Score -8657586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60619 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8657590.000000 Penalty: 5472.688477
	Iteration 35Q: 3 clusters Score -8657590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60632 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8657591.000000 Penalty: 5472.688477
	Iteration 36Q: 3 clusters Score -8657591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -8657590.000000 Penalty: 5472.688477
	Iteration 37Q: 3 clusters Score -8657590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8657588.000000 Penalty: 5472.688477
	Iteration 38Q: 3 clusters Score -8657588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8657597.000000 Penalty: 5472.688477
	Iteration 39Q: 3 clusters Score -8657597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8657600.000000 Penalty: 5472.688477
	Iteration 40F: 3 clusters Score -8657600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8657613.000000 Penalty: 5472.688477
	Iteration 41Q: 3 clusters Score -8657613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8657613.000000 Penalty: 5472.688477
	Iteration 42Q: 3 clusters Score -8657613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8657620.000000 Penalty: 5472.688477
	Iteration 43Q: 3 clusters Score -8657620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8657627.000000 Penalty: 5472.688477
	Iteration 44Q: 3 clusters Score -8657627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60704 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -8657630.000000 Penalty: 5472.688477
	Iteration 45Q: 3 clusters Score -8657630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60712 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -8657635.000000 Penalty: 5472.688477
	Iteration 46Q: 3 clusters Score -8657635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8657636.000000 Penalty: 5472.688477
	Iteration 47Q: 3 clusters Score -8657636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8657634.000000 Penalty: 5472.688477
	Iteration 48Q: 3 clusters Score -8657634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8657630.000000 Penalty: 5472.688477
	Iteration 49Q: 3 clusters Score -8657630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60721 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8657635.000000 Penalty: 5472.688477
	Iteration 50Q: 3 clusters Score -8657635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60723 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8657637.000000 Penalty: 5472.688477
	Iteration 51Q: 3 clusters Score -8657637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60726 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -8657641.000000 Penalty: 5472.688477
	Iteration 52Q: 3 clusters Score -8657641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8657637.000000 Penalty: 5472.688477
	Iteration 53Q: 3 clusters Score -8657637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60729 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8657643.000000 Penalty: 5472.688477
	Iteration 54Q: 3 clusters Score -8657643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60729 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8657643.000000 Penalty: 5472.688477
	Iteration 55F: 3 clusters Score -8657643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (207286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207286 members 
Entering Unmasked Estep 
Score: -28956818.000000 Penalty: 3035.979980
	Iteration 0F: 2 clusters Score -2.895682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103849 members 
Mstep: Class 2 contains 103437 members 
Entering Unmasked Estep 
Score: -28833406.000000 Penalty: 6071.959961
	Iteration 0F: 3 clusters Score -2.883341e+07 nChanged 99665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105020 members 
Mstep: Class 2 contains 102266 members 
Entering Unmasked Estep 
Score: -28891702.000000 Penalty: 6071.959961
	Iteration 1F: 3 clusters Score -2.88917e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106190 members 
Mstep: Class 2 contains 101096 members 
Entering Unmasked Estep 
Score: -28892522.000000 Penalty: 6071.959961
	Iteration 2Q: 3 clusters Score -2.889252e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108098 members 
Mstep: Class 2 contains 99188 members 
Entering Unmasked Estep 
Score: -28893742.000000 Penalty: 6071.959961
	Iteration 3Q: 3 clusters Score -2.889374e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111220 members 
Mstep: Class 2 contains 96066 members 
Entering Unmasked Estep 
Score: -28895688.000000 Penalty: 6071.959961
	Iteration 4Q: 3 clusters Score -2.889569e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116030 members 
Mstep: Class 2 contains 91256 members 
Entering Unmasked Estep 
Score: -28898690.000000 Penalty: 6071.959961
	Iteration 5Q: 3 clusters Score -2.889869e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123132 members 
Mstep: Class 2 contains 84154 members 
Entering Unmasked Estep 
Score: -28903022.000000 Penalty: 6071.959961
	Iteration 6Q: 3 clusters Score -2.890302e+07 nChanged 11770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132952 members 
Mstep: Class 2 contains 74334 members 
Entering Unmasked Estep 
Score: -28909870.000000 Penalty: 6071.959961
	Iteration 7F: 3 clusters Score -2.890987e+07 nChanged 13607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144763 members 
Mstep: Class 2 contains 62523 members 
Entering Unmasked Estep 
Score: -28918506.000000 Penalty: 6071.959961
	Iteration 8F: 3 clusters Score -2.891851e+07 nChanged 13502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156705 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -28928094.000000 Penalty: 6071.959961
	Iteration 9F: 3 clusters Score -2.892809e+07 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167082 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -28936328.000000 Penalty: 6071.959961
	Iteration 10F: 3 clusters Score -2.893633e+07 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174583 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -28942364.000000 Penalty: 6071.959961
	Iteration 11Q: 3 clusters Score -2.894236e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179705 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -28945788.000000 Penalty: 6071.959961
	Iteration 12Q: 3 clusters Score -2.894579e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183478 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -28947588.000000 Penalty: 6071.959961
	Iteration 13Q: 3 clusters Score -2.894759e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186520 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -28948382.000000 Penalty: 6071.959961
	Iteration 14Q: 3 clusters Score -2.894838e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189125 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -28949190.000000 Penalty: 6071.959961
	Iteration 15Q: 3 clusters Score -2.894919e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191338 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -28949694.000000 Penalty: 6071.959961
	Iteration 16Q: 3 clusters Score -2.894969e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193273 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -28950246.000000 Penalty: 6071.959961
	Iteration 17Q: 3 clusters Score -2.895025e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194967 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -28950928.000000 Penalty: 6071.959961
	Iteration 18Q: 3 clusters Score -2.895093e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196391 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -28951390.000000 Penalty: 6071.959961
	Iteration 19Q: 3 clusters Score -2.895139e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197681 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -28951648.000000 Penalty: 6071.959961
	Iteration 20F: 3 clusters Score -2.895165e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198747 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -28952008.000000 Penalty: 6071.959961
	Iteration 21Q: 3 clusters Score -2.895201e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199656 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -28952208.000000 Penalty: 6071.959961
	Iteration 22Q: 3 clusters Score -2.895221e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200468 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -28952466.000000 Penalty: 6071.959961
	Iteration 23Q: 3 clusters Score -2.895247e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201149 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -28952704.000000 Penalty: 6071.959961
	Iteration 24Q: 3 clusters Score -2.89527e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201719 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -28952938.000000 Penalty: 6071.959961
	Iteration 25Q: 3 clusters Score -2.895294e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202216 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -28953022.000000 Penalty: 6071.959961
	Iteration 26Q: 3 clusters Score -2.895302e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202641 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -28953172.000000 Penalty: 6071.959961
	Iteration 27Q: 3 clusters Score -2.895317e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202991 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -28953340.000000 Penalty: 6071.959961
	Iteration 28Q: 3 clusters Score -2.895334e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203299 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -28953490.000000 Penalty: 6071.959961
	Iteration 29Q: 3 clusters Score -2.895349e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203563 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -28953650.000000 Penalty: 6071.959961
	Iteration 30Q: 3 clusters Score -2.895365e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203802 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -28953686.000000 Penalty: 6071.959961
	Iteration 31Q: 3 clusters Score -2.895369e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204002 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -28953736.000000 Penalty: 6071.959961
	Iteration 32Q: 3 clusters Score -2.895374e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204196 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -28953814.000000 Penalty: 6071.959961
	Iteration 33Q: 3 clusters Score -2.895381e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204371 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -28953860.000000 Penalty: 6071.959961
	Iteration 34Q: 3 clusters Score -2.895386e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204511 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -28953954.000000 Penalty: 6071.959961
	Iteration 35Q: 3 clusters Score -2.895395e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204634 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -28953972.000000 Penalty: 6071.959961
	Iteration 36Q: 3 clusters Score -2.895397e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204745 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -28953992.000000 Penalty: 6071.959961
	Iteration 37Q: 3 clusters Score -2.895399e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204855 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -28954004.000000 Penalty: 6071.959961
	Iteration 38Q: 3 clusters Score -2.8954e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204956 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -28954072.000000 Penalty: 6071.959961
	Iteration 39Q: 3 clusters Score -2.895407e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205033 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -28954090.000000 Penalty: 6071.959961
	Iteration 40F: 3 clusters Score -2.895409e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205089 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -28954088.000000 Penalty: 6071.959961
	Iteration 41Q: 3 clusters Score -2.895409e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205153 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -28954124.000000 Penalty: 6071.959961
	Iteration 42Q: 3 clusters Score -2.895412e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205188 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -28954126.000000 Penalty: 6071.959961
	Iteration 43Q: 3 clusters Score -2.895413e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205234 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -28954160.000000 Penalty: 6071.959961
	Iteration 44Q: 3 clusters Score -2.895416e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205281 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -28954192.000000 Penalty: 6071.959961
	Iteration 45Q: 3 clusters Score -2.895419e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205326 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -28954224.000000 Penalty: 6071.959961
	Iteration 46Q: 3 clusters Score -2.895422e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205361 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -28954254.000000 Penalty: 6071.959961
	Iteration 47Q: 3 clusters Score -2.895425e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205389 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -28954290.000000 Penalty: 6071.959961
	Iteration 48Q: 3 clusters Score -2.895429e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205412 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -28954300.000000 Penalty: 6071.959961
	Iteration 49Q: 3 clusters Score -2.89543e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205433 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -28954330.000000 Penalty: 6071.959961
	Iteration 50Q: 3 clusters Score -2.895433e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205453 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -28954330.000000 Penalty: 6071.959961
	Iteration 51Q: 3 clusters Score -2.895433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205464 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -28954324.000000 Penalty: 6071.959961
	Iteration 52Q: 3 clusters Score -2.895432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205477 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -28954338.000000 Penalty: 6071.959961
	Iteration 53Q: 3 clusters Score -2.895434e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205493 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -28954334.000000 Penalty: 6071.959961
	Iteration 54Q: 3 clusters Score -2.895433e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205502 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -28954292.000000 Penalty: 6071.959961
	Iteration 55Q: 3 clusters Score -2.895429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205517 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -28954298.000000 Penalty: 6071.959961
	Iteration 56Q: 3 clusters Score -2.89543e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205528 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -28954322.000000 Penalty: 6071.959961
	Iteration 57Q: 3 clusters Score -2.895432e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205547 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -28954334.000000 Penalty: 6071.959961
	Iteration 58Q: 3 clusters Score -2.895433e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205562 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -28954352.000000 Penalty: 6071.959961
	Iteration 59Q: 3 clusters Score -2.895435e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205576 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -28954356.000000 Penalty: 6071.959961
	Iteration 60F: 3 clusters Score -2.895436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205590 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -28954366.000000 Penalty: 6071.959961
	Iteration 61Q: 3 clusters Score -2.895437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205602 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -28954400.000000 Penalty: 6071.959961
	Iteration 62Q: 3 clusters Score -2.89544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205613 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -28954372.000000 Penalty: 6071.959961
	Iteration 63Q: 3 clusters Score -2.895437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205618 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -28954368.000000 Penalty: 6071.959961
	Iteration 64Q: 3 clusters Score -2.895437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205625 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -28954392.000000 Penalty: 6071.959961
	Iteration 65Q: 3 clusters Score -2.895439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205630 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -28954398.000000 Penalty: 6071.959961
	Iteration 66Q: 3 clusters Score -2.89544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205637 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -28954400.000000 Penalty: 6071.959961
	Iteration 67Q: 3 clusters Score -2.89544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205641 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -28954402.000000 Penalty: 6071.959961
	Iteration 68Q: 3 clusters Score -2.89544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205641 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -28954394.000000 Penalty: 6071.959961
	Iteration 69Q: 3 clusters Score -2.895439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205643 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -28954398.000000 Penalty: 6071.959961
	Iteration 70Q: 3 clusters Score -2.89544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205645 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -28954384.000000 Penalty: 6071.959961
	Iteration 71Q: 3 clusters Score -2.895438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205647 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -28954394.000000 Penalty: 6071.959961
	Iteration 72Q: 3 clusters Score -2.895439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205651 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -28954392.000000 Penalty: 6071.959961
	Iteration 73Q: 3 clusters Score -2.895439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205654 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -28954386.000000 Penalty: 6071.959961
	Iteration 74Q: 3 clusters Score -2.895439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205656 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -28954394.000000 Penalty: 6071.959961
	Iteration 75Q: 3 clusters Score -2.895439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205656 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -28954394.000000 Penalty: 6071.959961
	Iteration 76F: 3 clusters Score -2.895439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Entering Unmasked Estep 
Score: -6973800.000000 Penalty: 2690.866455
	Iteration 0F: 2 clusters Score -6973800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -6939084.500000 Penalty: 5381.732910
	Iteration 0F: 3 clusters Score -6939084 nChanged 23919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -6952194.000000 Penalty: 5381.732910
	Iteration 1F: 3 clusters Score -6952194 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -6952783.000000 Penalty: 5381.732910
	Iteration 2Q: 3 clusters Score -6952783 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -6953585.000000 Penalty: 5381.732910
	Iteration 3Q: 3 clusters Score -6953585 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -6954721.000000 Penalty: 5381.732910
	Iteration 4Q: 3 clusters Score -6954721 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -6956427.500000 Penalty: 5381.732910
	Iteration 5F: 3 clusters Score -6956428 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -6958928.500000 Penalty: 5381.732910
	Iteration 6F: 3 clusters Score -6958928 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -6962433.000000 Penalty: 5381.732910
	Iteration 7F: 3 clusters Score -6962433 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -6966306.000000 Penalty: 5381.732910
	Iteration 8F: 3 clusters Score -6966306 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -6969579.500000 Penalty: 5381.732910
	Iteration 9F: 3 clusters Score -6969580 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -6971728.500000 Penalty: 5381.732910
	Iteration 10Q: 3 clusters Score -6971728 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -6972838.000000 Penalty: 5381.732910
	Iteration 11Q: 3 clusters Score -6972838 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -6973288.500000 Penalty: 5381.732910
	Iteration 12Q: 3 clusters Score -6973288 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -6973462.000000 Penalty: 5381.732910
	Iteration 13Q: 3 clusters Score -6973462 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -6973549.000000 Penalty: 5381.732910
	Iteration 14Q: 3 clusters Score -6973549 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -6973647.000000 Penalty: 5381.732910
	Iteration 15Q: 3 clusters Score -6973647 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -6973673.500000 Penalty: 5381.732910
	Iteration 16Q: 3 clusters Score -6973674 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -6973700.000000 Penalty: 5381.732910
	Iteration 17Q: 3 clusters Score -6973700 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -6973716.500000 Penalty: 5381.732910
	Iteration 18Q: 3 clusters Score -6973716 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -6973731.000000 Penalty: 5381.732910
	Iteration 19Q: 3 clusters Score -6973731 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -6973751.000000 Penalty: 5381.732910
	Iteration 20F: 3 clusters Score -6973751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -6973750.000000 Penalty: 5381.732910
	Iteration 21Q: 3 clusters Score -6973750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -6973750.000000 Penalty: 5381.732910
	Iteration 22Q: 3 clusters Score -6973750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -6973747.000000 Penalty: 5381.732910
	Iteration 23Q: 3 clusters Score -6973747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -6973757.000000 Penalty: 5381.732910
	Iteration 24Q: 3 clusters Score -6973757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -6973760.000000 Penalty: 5381.732910
	Iteration 25Q: 3 clusters Score -6973760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -6973751.000000 Penalty: 5381.732910
	Iteration 26Q: 3 clusters Score -6973751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -6973760.000000 Penalty: 5381.732910
	Iteration 27Q: 3 clusters Score -6973760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -6973750.000000 Penalty: 5381.732910
	Iteration 28Q: 3 clusters Score -6973750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -6973760.000000 Penalty: 5381.732910
	Iteration 29Q: 3 clusters Score -6973760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -6973754.500000 Penalty: 5381.732910
	Iteration 30Q: 3 clusters Score -6973754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -6973754.000000 Penalty: 5381.732910
	Iteration 31Q: 3 clusters Score -6973754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -6973751.000000 Penalty: 5381.732910
	Iteration 32Q: 3 clusters Score -6973751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -6973764.000000 Penalty: 5381.732910
	Iteration 33Q: 3 clusters Score -6973764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -6973764.000000 Penalty: 5381.732910
	Iteration 34Q: 3 clusters Score -6973764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -6973760.500000 Penalty: 5381.732910
	Iteration 35Q: 3 clusters Score -6973760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -6973760.500000 Penalty: 5381.732910
	Iteration 36Q: 3 clusters Score -6973760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -6973755.500000 Penalty: 5381.732910
	Iteration 37Q: 3 clusters Score -6973756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -6973761.500000 Penalty: 5381.732910
	Iteration 38Q: 3 clusters Score -6973762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -6973762.000000 Penalty: 5381.732910
	Iteration 39Q: 3 clusters Score -6973762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -6973762.000000 Penalty: 5381.732910
	Iteration 40F: 3 clusters Score -6973762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (248922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248922 members 
Entering Unmasked Estep 
Score: -34204496.000000 Penalty: 3081.374023
	Iteration 0F: 2 clusters Score -3.42045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124678 members 
Mstep: Class 2 contains 124244 members 
Entering Unmasked Estep 
Score: -34047076.000000 Penalty: 6162.748047
	Iteration 0F: 3 clusters Score -3.404708e+07 nChanged 120000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130120 members 
Mstep: Class 2 contains 118802 members 
Entering Unmasked Estep 
Score: -34116836.000000 Penalty: 6162.748047
	Iteration 1F: 3 clusters Score -3.411684e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133224 members 
Mstep: Class 2 contains 115698 members 
Entering Unmasked Estep 
Score: -34118556.000000 Penalty: 6162.748047
	Iteration 2Q: 3 clusters Score -3.411856e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138093 members 
Mstep: Class 2 contains 110829 members 
Entering Unmasked Estep 
Score: -34120792.000000 Penalty: 6162.748047
	Iteration 3Q: 3 clusters Score -3.412079e+07 nChanged 9825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145238 members 
Mstep: Class 2 contains 103684 members 
Entering Unmasked Estep 
Score: -34124892.000000 Penalty: 6162.748047
	Iteration 4Q: 3 clusters Score -3.412489e+07 nChanged 12241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155319 members 
Mstep: Class 2 contains 93603 members 
Entering Unmasked Estep 
Score: -34131840.000000 Penalty: 6162.748047
	Iteration 5Q: 3 clusters Score -3.413184e+07 nChanged 14994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168533 members 
Mstep: Class 2 contains 80389 members 
Entering Unmasked Estep 
Score: -34141996.000000 Penalty: 6162.748047
	Iteration 6F: 3 clusters Score -3.4142e+07 nChanged 16773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183876 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -34156288.000000 Penalty: 6162.748047
	Iteration 7F: 3 clusters Score -3.415629e+07 nChanged 16273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198841 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -34170360.000000 Penalty: 6162.748047
	Iteration 8F: 3 clusters Score -3.417036e+07 nChanged 13225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210656 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -34181868.000000 Penalty: 6162.748047
	Iteration 9F: 3 clusters Score -3.418187e+07 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219165 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -34189108.000000 Penalty: 6162.748047
	Iteration 10Q: 3 clusters Score -3.418911e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225375 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -34193456.000000 Penalty: 6162.748047
	Iteration 11Q: 3 clusters Score -3.419346e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230080 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -34195952.000000 Penalty: 6162.748047
	Iteration 12Q: 3 clusters Score -3.419595e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233673 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -34197576.000000 Penalty: 6162.748047
	Iteration 13Q: 3 clusters Score -3.419758e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236534 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -34198464.000000 Penalty: 6162.748047
	Iteration 14Q: 3 clusters Score -3.419846e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238922 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -34199440.000000 Penalty: 6162.748047
	Iteration 15Q: 3 clusters Score -3.419944e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240820 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -34199832.000000 Penalty: 6162.748047
	Iteration 16Q: 3 clusters Score -3.419983e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242267 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -34200396.000000 Penalty: 6162.748047
	Iteration 17Q: 3 clusters Score -3.42004e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243369 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -34200784.000000 Penalty: 6162.748047
	Iteration 18Q: 3 clusters Score -3.420078e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244222 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -34201036.000000 Penalty: 6162.748047
	Iteration 19Q: 3 clusters Score -3.420104e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244901 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -34201284.000000 Penalty: 6162.748047
	Iteration 20F: 3 clusters Score -3.420128e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245478 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -34201404.000000 Penalty: 6162.748047
	Iteration 21Q: 3 clusters Score -3.42014e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245961 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -34201500.000000 Penalty: 6162.748047
	Iteration 22Q: 3 clusters Score -3.42015e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246308 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -34201612.000000 Penalty: 6162.748047
	Iteration 23Q: 3 clusters Score -3.420161e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246572 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -34201580.000000 Penalty: 6162.748047
	Iteration 24Q: 3 clusters Score -3.420158e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246789 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -34201696.000000 Penalty: 6162.748047
	Iteration 25Q: 3 clusters Score -3.42017e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246941 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -34201732.000000 Penalty: 6162.748047
	Iteration 26Q: 3 clusters Score -3.420173e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247057 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -34201744.000000 Penalty: 6162.748047
	Iteration 27Q: 3 clusters Score -3.420174e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247159 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -34201776.000000 Penalty: 6162.748047
	Iteration 28Q: 3 clusters Score -3.420178e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247246 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -34201872.000000 Penalty: 6162.748047
	Iteration 29Q: 3 clusters Score -3.420187e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247307 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -34201860.000000 Penalty: 6162.748047
	Iteration 30Q: 3 clusters Score -3.420186e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247372 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -34201868.000000 Penalty: 6162.748047
	Iteration 31Q: 3 clusters Score -3.420187e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247418 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -34201864.000000 Penalty: 6162.748047
	Iteration 32Q: 3 clusters Score -3.420186e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247460 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -34201892.000000 Penalty: 6162.748047
	Iteration 33Q: 3 clusters Score -3.420189e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247495 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -34201892.000000 Penalty: 6162.748047
	Iteration 34Q: 3 clusters Score -3.420189e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247527 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -34201880.000000 Penalty: 6162.748047
	Iteration 35Q: 3 clusters Score -3.420188e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247550 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -34201896.000000 Penalty: 6162.748047
	Iteration 36Q: 3 clusters Score -3.42019e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247575 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -34201904.000000 Penalty: 6162.748047
	Iteration 37Q: 3 clusters Score -3.42019e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247596 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -34201904.000000 Penalty: 6162.748047
	Iteration 38Q: 3 clusters Score -3.42019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247608 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -34201916.000000 Penalty: 6162.748047
	Iteration 39Q: 3 clusters Score -3.420192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247619 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -34201948.000000 Penalty: 6162.748047
	Iteration 40F: 3 clusters Score -3.420195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247635 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -34201956.000000 Penalty: 6162.748047
	Iteration 41Q: 3 clusters Score -3.420196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247650 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -34201940.000000 Penalty: 6162.748047
	Iteration 42Q: 3 clusters Score -3.420194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247658 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -34201948.000000 Penalty: 6162.748047
	Iteration 43Q: 3 clusters Score -3.420195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247664 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -34201960.000000 Penalty: 6162.748047
	Iteration 44Q: 3 clusters Score -3.420196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247678 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -34201952.000000 Penalty: 6162.748047
	Iteration 45Q: 3 clusters Score -3.420195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247689 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -34201948.000000 Penalty: 6162.748047
	Iteration 46Q: 3 clusters Score -3.420195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247693 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -34201980.000000 Penalty: 6162.748047
	Iteration 47Q: 3 clusters Score -3.420198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247700 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -34201960.000000 Penalty: 6162.748047
	Iteration 48Q: 3 clusters Score -3.420196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247710 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -34201952.000000 Penalty: 6162.748047
	Iteration 49Q: 3 clusters Score -3.420195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247722 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -34201956.000000 Penalty: 6162.748047
	Iteration 50Q: 3 clusters Score -3.420196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247726 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -34201964.000000 Penalty: 6162.748047
	Iteration 51Q: 3 clusters Score -3.420196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247737 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -34201968.000000 Penalty: 6162.748047
	Iteration 52Q: 3 clusters Score -3.420197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247741 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -34201976.000000 Penalty: 6162.748047
	Iteration 53Q: 3 clusters Score -3.420198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247743 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -34201952.000000 Penalty: 6162.748047
	Iteration 54Q: 3 clusters Score -3.420195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247743 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -34201952.000000 Penalty: 6162.748047
	Iteration 55F: 3 clusters Score -3.420195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Entering Unmasked Estep 
Score: -471201.906250 Penalty: 2028.858398
	Iteration 0F: 2 clusters Score -471201.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -467577.781250 Penalty: 4057.716797
	Iteration 0F: 3 clusters Score -467577.8 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -468329.156250 Penalty: 4057.716797
	Iteration 1F: 3 clusters Score -468329.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -468496.750000 Penalty: 4057.716797
	Iteration 2F: 3 clusters Score -468496.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -468593.625000 Penalty: 4057.716797
	Iteration 3Q: 3 clusters Score -468593.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -468667.593750 Penalty: 4057.716797
	Iteration 4Q: 3 clusters Score -468667.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -468712.250000 Penalty: 4057.716797
	Iteration 5Q: 3 clusters Score -468712.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -468742.906250 Penalty: 4057.716797
	Iteration 6Q: 3 clusters Score -468742.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -468764.312500 Penalty: 4057.716797
	Iteration 7Q: 3 clusters Score -468764.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -468781.375000 Penalty: 4057.716797
	Iteration 8Q: 3 clusters Score -468781.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -468794.406250 Penalty: 4057.716797
	Iteration 9Q: 3 clusters Score -468794.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -468804.062500 Penalty: 4057.716797
	Iteration 10Q: 3 clusters Score -468804.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -468811.000000 Penalty: 4057.716797
	Iteration 11Q: 3 clusters Score -468811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -468819.000000 Penalty: 4057.716797
	Iteration 12Q: 3 clusters Score -468819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -468828.625000 Penalty: 4057.716797
	Iteration 13Q: 3 clusters Score -468828.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -468834.406250 Penalty: 4057.716797
	Iteration 14Q: 3 clusters Score -468834.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -468842.968750 Penalty: 4057.716797
	Iteration 15Q: 3 clusters Score -468843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -468852.718750 Penalty: 4057.716797
	Iteration 16Q: 3 clusters Score -468852.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -468859.125000 Penalty: 4057.716797
	Iteration 17Q: 3 clusters Score -468859.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -468867.343750 Penalty: 4057.716797
	Iteration 18Q: 3 clusters Score -468867.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -468877.062500 Penalty: 4057.716797
	Iteration 19Q: 3 clusters Score -468877.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -468890.718750 Penalty: 4057.716797
	Iteration 20F: 3 clusters Score -468890.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -468900.687500 Penalty: 4057.716797
	Iteration 21Q: 3 clusters Score -468900.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -468913.218750 Penalty: 4057.716797
	Iteration 22Q: 3 clusters Score -468913.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -468921.812500 Penalty: 4057.716797
	Iteration 23Q: 3 clusters Score -468921.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -468927.687500 Penalty: 4057.716797
	Iteration 24Q: 3 clusters Score -468927.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -468936.156250 Penalty: 4057.716797
	Iteration 25Q: 3 clusters Score -468936.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -468944.000000 Penalty: 4057.716797
	Iteration 26Q: 3 clusters Score -468944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -468951.718750 Penalty: 4057.716797
	Iteration 27Q: 3 clusters Score -468951.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -468958.468750 Penalty: 4057.716797
	Iteration 28Q: 3 clusters Score -468958.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -468963.593750 Penalty: 4057.716797
	Iteration 29Q: 3 clusters Score -468963.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -468966.000000 Penalty: 4057.716797
	Iteration 30Q: 3 clusters Score -468966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -468967.281250 Penalty: 4057.716797
	Iteration 31Q: 3 clusters Score -468967.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -468968.187500 Penalty: 4057.716797
	Iteration 32Q: 3 clusters Score -468968.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -468968.500000 Penalty: 4057.716797
	Iteration 33Q: 3 clusters Score -468968.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -468968.468750 Penalty: 4057.716797
	Iteration 34Q: 3 clusters Score -468968.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -468968.437500 Penalty: 4057.716797
	Iteration 35Q: 3 clusters Score -468968.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -468969.125000 Penalty: 4057.716797
	Iteration 36Q: 3 clusters Score -468969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -468970.000000 Penalty: 4057.716797
	Iteration 37Q: 3 clusters Score -468970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -468970.000000 Penalty: 4057.716797
	Iteration 38F: 3 clusters Score -468970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Entering Unmasked Estep 
Score: -6246883.000000 Penalty: 2663.793701
	Iteration 0F: 2 clusters Score -6246883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -6215646.000000 Penalty: 5327.587402
	Iteration 0F: 3 clusters Score -6215646 nChanged 21353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -6227204.000000 Penalty: 5327.587402
	Iteration 1F: 3 clusters Score -6227204 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -6227672.500000 Penalty: 5327.587402
	Iteration 2Q: 3 clusters Score -6227672 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -6228123.000000 Penalty: 5327.587402
	Iteration 3Q: 3 clusters Score -6228123 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -6228612.000000 Penalty: 5327.587402
	Iteration 4Q: 3 clusters Score -6228612 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -6229220.000000 Penalty: 5327.587402
	Iteration 5Q: 3 clusters Score -6229220 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -6230151.000000 Penalty: 5327.587402
	Iteration 6Q: 3 clusters Score -6230151 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -6231353.500000 Penalty: 5327.587402
	Iteration 7F: 3 clusters Score -6231354 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -6233314.500000 Penalty: 5327.587402
	Iteration 8F: 3 clusters Score -6233314 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -6236103.000000 Penalty: 5327.587402
	Iteration 9F: 3 clusters Score -6236103 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -6239122.000000 Penalty: 5327.587402
	Iteration 10F: 3 clusters Score -6239122 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -6241603.000000 Penalty: 5327.587402
	Iteration 11F: 3 clusters Score -6241603 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6243127.500000 Penalty: 5327.587402
	Iteration 12Q: 3 clusters Score -6243128 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6243911.500000 Penalty: 5327.587402
	Iteration 13Q: 3 clusters Score -6243912 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6244226.500000 Penalty: 5327.587402
	Iteration 14Q: 3 clusters Score -6244226 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6244361.500000 Penalty: 5327.587402
	Iteration 15Q: 3 clusters Score -6244362 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6244424.000000 Penalty: 5327.587402
	Iteration 16Q: 3 clusters Score -6244424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6244455.500000 Penalty: 5327.587402
	Iteration 17Q: 3 clusters Score -6244456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6244475.500000 Penalty: 5327.587402
	Iteration 18Q: 3 clusters Score -6244476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6244492.000000 Penalty: 5327.587402
	Iteration 19Q: 3 clusters Score -6244492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6244511.500000 Penalty: 5327.587402
	Iteration 20F: 3 clusters Score -6244512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6244520.000000 Penalty: 5327.587402
	Iteration 21Q: 3 clusters Score -6244520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6244518.500000 Penalty: 5327.587402
	Iteration 22Q: 3 clusters Score -6244518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6244524.000000 Penalty: 5327.587402
	Iteration 23Q: 3 clusters Score -6244524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6244533.000000 Penalty: 5327.587402
	Iteration 24Q: 3 clusters Score -6244533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6244531.500000 Penalty: 5327.587402
	Iteration 25Q: 3 clusters Score -6244532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6244531.500000 Penalty: 5327.587402
	Iteration 26F: 3 clusters Score -6244532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Entering Unmasked Estep 
Score: -224364.500000 Penalty: 1849.200806
	Iteration 0F: 2 clusters Score -224364.5 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 857 members 
Entering Unmasked Estep 
Score: -221886.015625 Penalty: 3698.401611
	Iteration 0F: 3 clusters Score -221886 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -222296.093750 Penalty: 3698.401611
	Iteration 1F: 3 clusters Score -222296.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -222445.421875 Penalty: 3698.401611
	Iteration 2F: 3 clusters Score -222445.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -222540.109375 Penalty: 3698.401611
	Iteration 3F: 3 clusters Score -222540.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -222603.859375 Penalty: 3698.401611
	Iteration 4Q: 3 clusters Score -222603.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -222644.312500 Penalty: 3698.401611
	Iteration 5Q: 3 clusters Score -222644.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -222680.609375 Penalty: 3698.401611
	Iteration 6Q: 3 clusters Score -222680.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -222738.468750 Penalty: 3698.401611
	Iteration 7Q: 3 clusters Score -222738.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -222805.734375 Penalty: 3698.401611
	Iteration 8Q: 3 clusters Score -222805.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -222868.125000 Penalty: 3698.401611
	Iteration 9Q: 3 clusters Score -222868.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -222946.625000 Penalty: 3698.401611
	Iteration 10Q: 3 clusters Score -222946.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -223024.968750 Penalty: 3698.401611
	Iteration 11Q: 3 clusters Score -223025 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -223089.656250 Penalty: 3698.401611
	Iteration 12Q: 3 clusters Score -223089.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -223178.343750 Penalty: 3698.401611
	Iteration 13Q: 3 clusters Score -223178.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -223287.031250 Penalty: 3698.401611
	Iteration 14Q: 3 clusters Score -223287 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -223397.500000 Penalty: 3698.401611
	Iteration 15Q: 3 clusters Score -223397.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -223477.078125 Penalty: 3698.401611
	Iteration 16Q: 3 clusters Score -223477.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -223535.375000 Penalty: 3698.401611
	Iteration 17Q: 3 clusters Score -223535.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -223591.890625 Penalty: 3698.401611
	Iteration 18Q: 3 clusters Score -223591.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -223640.750000 Penalty: 3698.401611
	Iteration 19Q: 3 clusters Score -223640.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -223680.828125 Penalty: 3698.401611
	Iteration 20F: 3 clusters Score -223680.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -223715.609375 Penalty: 3698.401611
	Iteration 21Q: 3 clusters Score -223715.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -223746.281250 Penalty: 3698.401611
	Iteration 22Q: 3 clusters Score -223746.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -223784.437500 Penalty: 3698.401611
	Iteration 23Q: 3 clusters Score -223784.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -223824.234375 Penalty: 3698.401611
	Iteration 24Q: 3 clusters Score -223824.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -223871.109375 Penalty: 3698.401611
	Iteration 25Q: 3 clusters Score -223871.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -223924.312500 Penalty: 3698.401611
	Iteration 26Q: 3 clusters Score -223924.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -224037.484375 Penalty: 3698.401611
	Iteration 27Q: 3 clusters Score -224037.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -224346.656250 Penalty: 3698.401611
	Iteration 28Q: 3 clusters Score -224346.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -224421.125000 Penalty: 3698.401611
	Iteration 29Q: 3 clusters Score -224421.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -224436.046875 Penalty: 3698.401611
	Iteration 30Q: 3 clusters Score -224436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -224445.906250 Penalty: 3698.401611
	Iteration 31Q: 3 clusters Score -224445.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -224452.796875 Penalty: 3698.401611
	Iteration 32Q: 3 clusters Score -224452.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -224458.437500 Penalty: 3698.401611
	Iteration 33Q: 3 clusters Score -224458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -224459.828125 Penalty: 3698.401611
	Iteration 34Q: 3 clusters Score -224459.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -224460.203125 Penalty: 3698.401611
	Iteration 35Q: 3 clusters Score -224460.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -224461.062500 Penalty: 3698.401611
	Iteration 36Q: 3 clusters Score -224461.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -224464.375000 Penalty: 3698.401611
	Iteration 37Q: 3 clusters Score -224464.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -224470.531250 Penalty: 3698.401611
	Iteration 38Q: 3 clusters Score -224470.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -224471.843750 Penalty: 3698.401611
	Iteration 39Q: 3 clusters Score -224471.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -224475.421875 Penalty: 3698.401611
	Iteration 40F: 3 clusters Score -224475.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -224482.890625 Penalty: 3698.401611
	Iteration 41Q: 3 clusters Score -224482.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -224503.218750 Penalty: 3698.401611
	Iteration 42Q: 3 clusters Score -224503.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -224537.953125 Penalty: 3698.401611
	Iteration 43Q: 3 clusters Score -224538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -224575.250000 Penalty: 3698.401611
	Iteration 44Q: 3 clusters Score -224575.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -224636.484375 Penalty: 3698.401611
	Iteration 45Q: 3 clusters Score -224636.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -224737.546875 Penalty: 3698.401611
	Iteration 46Q: 3 clusters Score -224737.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -224978.281250 Penalty: 3698.401611
	Iteration 47Q: 3 clusters Score -224978.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -225350.828125 Penalty: 3698.401611
	Iteration 48Q: 3 clusters Score -225350.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -225698.921875 Penalty: 3698.401611
	Iteration 49Q: 3 clusters Score -225698.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -225748.937500 Penalty: 3698.401611
	Iteration 50Q: 3 clusters Score -225748.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -225758.531250 Penalty: 3698.401611
	Iteration 51Q: 3 clusters Score -225758.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -225759.562500 Penalty: 3698.401611
	Iteration 52Q: 3 clusters Score -225759.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -225760.125000 Penalty: 3698.401611
	Iteration 53Q: 3 clusters Score -225760.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -225760.125000 Penalty: 3698.401611
	Iteration 54F: 3 clusters Score -225760.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15256 members 
Mstep: Class 5 contains 61923 members 
Mstep: Class 6 contains 207286 members 
Mstep: Class 7 contains 51548 members 
Mstep: Class 8 contains 248922 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 46217 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 31164 members 
Mstep: Class 14 contains 7445 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 208276 members 
Mstep: Class 18 contains 491 members 
Mstep: Class 19 contains 267 members 
Mstep: Class 20 contains 874 members 
Mstep: Class 21 contains 18892 members 
Mstep: Class 22 contains 4708 members 
Mstep: Class 23 contains 58157 members 
Entering Unmasked Estep 
Score: -135794608.000000 Penalty: 78787.804688
Splitting cluster 11 changes total score from -135794400.000000 to -135794608.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 12 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -40307.957031 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -40307.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38996.929688 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -38996.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39094.273438 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -39094.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39150.632812 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -39150.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39170.457031 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -39170.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39180.007812 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -39180.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39182.070312 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -39182.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39182.070312 Penalty: 2877.850586
	Iteration 6F: 3 clusters Score -39182.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Entering Unmasked Estep 
Score: -4286986.000000 Penalty: 2566.060791
	Iteration 0F: 2 clusters Score -4286986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -4265657.500000 Penalty: 5132.121582
	Iteration 0F: 3 clusters Score -4265658 nChanged 14144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -4273433.000000 Penalty: 5132.121582
	Iteration 1F: 3 clusters Score -4273433 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -4273992.500000 Penalty: 5132.121582
	Iteration 2Q: 3 clusters Score -4273992 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -4274644.500000 Penalty: 5132.121582
	Iteration 3Q: 3 clusters Score -4274644 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -4275553.000000 Penalty: 5132.121582
	Iteration 4F: 3 clusters Score -4275553 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -4276916.500000 Penalty: 5132.121582
	Iteration 5F: 3 clusters Score -4276916 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -4278780.000000 Penalty: 5132.121582
	Iteration 6F: 3 clusters Score -4278780 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -4280918.000000 Penalty: 5132.121582
	Iteration 7F: 3 clusters Score -4280918 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -4282742.500000 Penalty: 5132.121582
	Iteration 8F: 3 clusters Score -4282742 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -4283855.000000 Penalty: 5132.121582
	Iteration 9Q: 3 clusters Score -4283855 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -4284384.000000 Penalty: 5132.121582
	Iteration 10Q: 3 clusters Score -4284384 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -4284553.500000 Penalty: 5132.121582
	Iteration 11Q: 3 clusters Score -4284554 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -4284665.000000 Penalty: 5132.121582
	Iteration 12Q: 3 clusters Score -4284665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -4284713.500000 Penalty: 5132.121582
	Iteration 13Q: 3 clusters Score -4284714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -4284738.500000 Penalty: 5132.121582
	Iteration 14Q: 3 clusters Score -4284738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -4284770.500000 Penalty: 5132.121582
	Iteration 15Q: 3 clusters Score -4284770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -4284785.000000 Penalty: 5132.121582
	Iteration 16Q: 3 clusters Score -4284785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -4284795.000000 Penalty: 5132.121582
	Iteration 17Q: 3 clusters Score -4284795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -4284809.500000 Penalty: 5132.121582
	Iteration 18Q: 3 clusters Score -4284810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -4284811.500000 Penalty: 5132.121582
	Iteration 19Q: 3 clusters Score -4284812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -4284812.500000 Penalty: 5132.121582
	Iteration 20F: 3 clusters Score -4284812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Entering Unmasked Estep 
Score: -1067042.250000 Penalty: 2210.993896
	Iteration 0F: 2 clusters Score -1067042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1061117.750000 Penalty: 4421.987793
	Iteration 0F: 3 clusters Score -1061118 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1062635.125000 Penalty: 4421.987793
	Iteration 1F: 3 clusters Score -1062635 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1062834.250000 Penalty: 4421.987793
	Iteration 2F: 3 clusters Score -1062834 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1062959.875000 Penalty: 4421.987793
	Iteration 3Q: 3 clusters Score -1062960 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1063056.875000 Penalty: 4421.987793
	Iteration 4Q: 3 clusters Score -1063057 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1063117.875000 Penalty: 4421.987793
	Iteration 5Q: 3 clusters Score -1063118 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1063174.750000 Penalty: 4421.987793
	Iteration 6Q: 3 clusters Score -1063175 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1063212.750000 Penalty: 4421.987793
	Iteration 7Q: 3 clusters Score -1063213 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1063248.250000 Penalty: 4421.987793
	Iteration 8Q: 3 clusters Score -1063248 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1063286.375000 Penalty: 4421.987793
	Iteration 9Q: 3 clusters Score -1063286 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1063315.875000 Penalty: 4421.987793
	Iteration 10Q: 3 clusters Score -1063316 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1063346.750000 Penalty: 4421.987793
	Iteration 11Q: 3 clusters Score -1063347 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1063374.125000 Penalty: 4421.987793
	Iteration 12Q: 3 clusters Score -1063374 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1063398.625000 Penalty: 4421.987793
	Iteration 13Q: 3 clusters Score -1063399 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1063433.875000 Penalty: 4421.987793
	Iteration 14Q: 3 clusters Score -1063434 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1063471.375000 Penalty: 4421.987793
	Iteration 15Q: 3 clusters Score -1063471 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1063506.375000 Penalty: 4421.987793
	Iteration 16Q: 3 clusters Score -1063506 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1063546.000000 Penalty: 4421.987793
	Iteration 17Q: 3 clusters Score -1063546 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1063590.375000 Penalty: 4421.987793
	Iteration 18Q: 3 clusters Score -1063590 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1063637.250000 Penalty: 4421.987793
	Iteration 19Q: 3 clusters Score -1063637 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1063700.875000 Penalty: 4421.987793
	Iteration 20F: 3 clusters Score -1063701 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1063781.250000 Penalty: 4421.987793
	Iteration 21Q: 3 clusters Score -1063781 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1063876.125000 Penalty: 4421.987793
	Iteration 22Q: 3 clusters Score -1063876 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1064000.000000 Penalty: 4421.987793
	Iteration 23Q: 3 clusters Score -1064000 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1064147.750000 Penalty: 4421.987793
	Iteration 24Q: 3 clusters Score -1064148 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1064294.250000 Penalty: 4421.987793
	Iteration 25Q: 3 clusters Score -1064294 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1064439.000000 Penalty: 4421.987793
	Iteration 26Q: 3 clusters Score -1064439 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1064575.500000 Penalty: 4421.987793
	Iteration 27Q: 3 clusters Score -1064576 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1064690.125000 Penalty: 4421.987793
	Iteration 28Q: 3 clusters Score -1064690 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1064771.000000 Penalty: 4421.987793
	Iteration 29Q: 3 clusters Score -1064771 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1064833.250000 Penalty: 4421.987793
	Iteration 30Q: 3 clusters Score -1064833 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1064880.500000 Penalty: 4421.987793
	Iteration 31Q: 3 clusters Score -1064880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1064924.000000 Penalty: 4421.987793
	Iteration 32Q: 3 clusters Score -1064924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1064956.125000 Penalty: 4421.987793
	Iteration 33Q: 3 clusters Score -1064956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1064982.375000 Penalty: 4421.987793
	Iteration 34Q: 3 clusters Score -1064982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1064997.875000 Penalty: 4421.987793
	Iteration 35Q: 3 clusters Score -1064998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1065008.000000 Penalty: 4421.987793
	Iteration 36Q: 3 clusters Score -1065008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1065014.750000 Penalty: 4421.987793
	Iteration 37Q: 3 clusters Score -1065015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1065018.250000 Penalty: 4421.987793
	Iteration 38Q: 3 clusters Score -1065018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1065023.500000 Penalty: 4421.987793
	Iteration 39Q: 3 clusters Score -1065024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1065026.500000 Penalty: 4421.987793
	Iteration 40F: 3 clusters Score -1065026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1065031.875000 Penalty: 4421.987793
	Iteration 41Q: 3 clusters Score -1065032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1065037.875000 Penalty: 4421.987793
	Iteration 42Q: 3 clusters Score -1065038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1065049.250000 Penalty: 4421.987793
	Iteration 43Q: 3 clusters Score -1065049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1065059.000000 Penalty: 4421.987793
	Iteration 44Q: 3 clusters Score -1065059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1065065.875000 Penalty: 4421.987793
	Iteration 45Q: 3 clusters Score -1065066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1065076.375000 Penalty: 4421.987793
	Iteration 46Q: 3 clusters Score -1065076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1065083.125000 Penalty: 4421.987793
	Iteration 47Q: 3 clusters Score -1065083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1065089.875000 Penalty: 4421.987793
	Iteration 48Q: 3 clusters Score -1065090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1065099.375000 Penalty: 4421.987793
	Iteration 49Q: 3 clusters Score -1065099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1065101.750000 Penalty: 4421.987793
	Iteration 50Q: 3 clusters Score -1065102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1065101.750000 Penalty: 4421.987793
	Iteration 51F: 3 clusters Score -1065102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -42973.218750 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -42973.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41632.042969 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -41632.04 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41763.613281 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -41763.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41832.898438 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -41832.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41876.097656 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -41876.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41891.585938 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -41891.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41907.390625 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -41907.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41912.617188 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -41912.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41914.867188 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -41914.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41917.492188 Penalty: 2906.950195
	Iteration 8Q: 3 clusters Score -41917.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41917.492188 Penalty: 2906.950195
	Iteration 9F: 3 clusters Score -41917.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -74236.468750 Penalty: 1592.965210
	Iteration 0F: 2 clusters Score -74236.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72606.304688 Penalty: 3185.930420
	Iteration 0F: 3 clusters Score -72606.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -72841.015625 Penalty: 3185.930420
	Iteration 1F: 3 clusters Score -72841.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72916.039062 Penalty: 3185.930420
	Iteration 2F: 3 clusters Score -72916.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -73004.148438 Penalty: 3185.930420
	Iteration 3Q: 3 clusters Score -73004.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73096.539062 Penalty: 3185.930420
	Iteration 4Q: 3 clusters Score -73096.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -73142.617188 Penalty: 3185.930420
	Iteration 5Q: 3 clusters Score -73142.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -73166.960938 Penalty: 3185.930420
	Iteration 6Q: 3 clusters Score -73166.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73181.953125 Penalty: 3185.930420
	Iteration 7Q: 3 clusters Score -73181.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73184.523438 Penalty: 3185.930420
	Iteration 8Q: 3 clusters Score -73184.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -73188.164062 Penalty: 3185.930420
	Iteration 9Q: 3 clusters Score -73188.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73189.617188 Penalty: 3185.930420
	Iteration 10Q: 3 clusters Score -73189.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -73191.390625 Penalty: 3185.930420
	Iteration 11Q: 3 clusters Score -73191.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -73191.390625 Penalty: 3185.930420
	Iteration 12F: 3 clusters Score -73191.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (208276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208276 members 
Entering Unmasked Estep 
Score: -29049592.000000 Penalty: 3037.161621
	Iteration 0F: 2 clusters Score -2.904959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103959 members 
Mstep: Class 2 contains 104317 members 
Entering Unmasked Estep 
Score: -28927666.000000 Penalty: 6074.323242
	Iteration 0F: 3 clusters Score -2.892767e+07 nChanged 100336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98303 members 
Mstep: Class 2 contains 109973 members 
Entering Unmasked Estep 
Score: -28986694.000000 Penalty: 6074.323242
	Iteration 1F: 3 clusters Score -2.898669e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94271 members 
Mstep: Class 2 contains 114005 members 
Entering Unmasked Estep 
Score: -28988462.000000 Penalty: 6074.323242
	Iteration 2Q: 3 clusters Score -2.898846e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88235 members 
Mstep: Class 2 contains 120041 members 
Entering Unmasked Estep 
Score: -28991472.000000 Penalty: 6074.323242
	Iteration 3Q: 3 clusters Score -2.899147e+07 nChanged 10592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79381 members 
Mstep: Class 2 contains 128895 members 
Entering Unmasked Estep 
Score: -28996076.000000 Penalty: 6074.323242
	Iteration 4F: 3 clusters Score -2.899608e+07 nChanged 13329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67302 members 
Mstep: Class 2 contains 140974 members 
Entering Unmasked Estep 
Score: -29002672.000000 Penalty: 6074.323242
	Iteration 5F: 3 clusters Score -2.900267e+07 nChanged 15609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 155853 members 
Entering Unmasked Estep 
Score: -29011652.000000 Penalty: 6074.323242
	Iteration 6F: 3 clusters Score -2.901165e+07 nChanged 16103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 171626 members 
Entering Unmasked Estep 
Score: -29021700.000000 Penalty: 6074.323242
	Iteration 7F: 3 clusters Score -2.90217e+07 nChanged 14175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 185685 members 
Entering Unmasked Estep 
Score: -29031644.000000 Penalty: 6074.323242
	Iteration 8F: 3 clusters Score -2.903164e+07 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 195668 members 
Entering Unmasked Estep 
Score: -29039070.000000 Penalty: 6074.323242
	Iteration 9Q: 3 clusters Score -2.903907e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 201705 members 
Entering Unmasked Estep 
Score: -29043386.000000 Penalty: 6074.323242
	Iteration 10Q: 3 clusters Score -2.904339e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 204812 members 
Entering Unmasked Estep 
Score: -29045280.000000 Penalty: 6074.323242
	Iteration 11Q: 3 clusters Score -2.904528e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 206263 members 
Entering Unmasked Estep 
Score: -29046052.000000 Penalty: 6074.323242
	Iteration 12Q: 3 clusters Score -2.904605e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 206986 members 
Entering Unmasked Estep 
Score: -29046556.000000 Penalty: 6074.323242
	Iteration 13Q: 3 clusters Score -2.904656e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 207329 members 
Entering Unmasked Estep 
Score: -29046824.000000 Penalty: 6074.323242
	Iteration 14Q: 3 clusters Score -2.904682e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 207514 members 
Entering Unmasked Estep 
Score: -29046976.000000 Penalty: 6074.323242
	Iteration 15Q: 3 clusters Score -2.904698e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 207604 members 
Entering Unmasked Estep 
Score: -29047012.000000 Penalty: 6074.323242
	Iteration 16Q: 3 clusters Score -2.904701e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 207661 members 
Entering Unmasked Estep 
Score: -29047028.000000 Penalty: 6074.323242
	Iteration 17Q: 3 clusters Score -2.904703e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 207686 members 
Entering Unmasked Estep 
Score: -29047048.000000 Penalty: 6074.323242
	Iteration 18Q: 3 clusters Score -2.904705e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 207705 members 
Entering Unmasked Estep 
Score: -29047072.000000 Penalty: 6074.323242
	Iteration 19Q: 3 clusters Score -2.904707e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 207717 members 
Entering Unmasked Estep 
Score: -29047082.000000 Penalty: 6074.323242
	Iteration 20F: 3 clusters Score -2.904708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 207719 members 
Entering Unmasked Estep 
Score: -29047106.000000 Penalty: 6074.323242
	Iteration 21Q: 3 clusters Score -2.904711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 207724 members 
Entering Unmasked Estep 
Score: -29047108.000000 Penalty: 6074.323242
	Iteration 22Q: 3 clusters Score -2.904711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 207732 members 
Entering Unmasked Estep 
Score: -29047110.000000 Penalty: 6074.323242
	Iteration 23Q: 3 clusters Score -2.904711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 207735 members 
Entering Unmasked Estep 
Score: -29047130.000000 Penalty: 6074.323242
	Iteration 24Q: 3 clusters Score -2.904713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 207742 members 
Entering Unmasked Estep 
Score: -29047130.000000 Penalty: 6074.323242
	Iteration 25Q: 3 clusters Score -2.904713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 207749 members 
Entering Unmasked Estep 
Score: -29047120.000000 Penalty: 6074.323242
	Iteration 26Q: 3 clusters Score -2.904712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 207752 members 
Entering Unmasked Estep 
Score: -29047122.000000 Penalty: 6074.323242
	Iteration 27Q: 3 clusters Score -2.904712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 207752 members 
Entering Unmasked Estep 
Score: -29047122.000000 Penalty: 6074.323242
	Iteration 28Q: 3 clusters Score -2.904712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 207754 members 
Entering Unmasked Estep 
Score: -29047128.000000 Penalty: 6074.323242
	Iteration 29Q: 3 clusters Score -2.904713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 207757 members 
Entering Unmasked Estep 
Score: -29047150.000000 Penalty: 6074.323242
	Iteration 30Q: 3 clusters Score -2.904715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 207761 members 
Entering Unmasked Estep 
Score: -29047136.000000 Penalty: 6074.323242
	Iteration 31Q: 3 clusters Score -2.904714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 207762 members 
Entering Unmasked Estep 
Score: -29047136.000000 Penalty: 6074.323242
	Iteration 32Q: 3 clusters Score -2.904714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 207763 members 
Entering Unmasked Estep 
Score: -29047142.000000 Penalty: 6074.323242
	Iteration 33Q: 3 clusters Score -2.904714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 207764 members 
Entering Unmasked Estep 
Score: -29047158.000000 Penalty: 6074.323242
	Iteration 34Q: 3 clusters Score -2.904716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 207763 members 
Entering Unmasked Estep 
Score: -29047152.000000 Penalty: 6074.323242
	Iteration 35Q: 3 clusters Score -2.904715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 207764 members 
Entering Unmasked Estep 
Score: -29047168.000000 Penalty: 6074.323242
	Iteration 36Q: 3 clusters Score -2.904717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 207766 members 
Entering Unmasked Estep 
Score: -29047152.000000 Penalty: 6074.323242
	Iteration 37Q: 3 clusters Score -2.904715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 207768 members 
Entering Unmasked Estep 
Score: -29047158.000000 Penalty: 6074.323242
	Iteration 38Q: 3 clusters Score -2.904716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 207768 members 
Entering Unmasked Estep 
Score: -29047158.000000 Penalty: 6074.323242
	Iteration 39F: 3 clusters Score -2.904716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -61435.773438 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -61435.77 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 271 members 
Entering Unmasked Estep 
Score: -59920.507812 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -59920.51 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60071.707031 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -60071.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60121.074219 Penalty: 3073.436279
	Iteration 2Q: 3 clusters Score -60121.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60140.855469 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -60140.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60151.812500 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -60151.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60156.984375 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -60156.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60161.062500 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -60161.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60163.500000 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -60163.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60166.148438 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -60166.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60166.148438 Penalty: 3073.436279
	Iteration 9F: 3 clusters Score -60166.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -31251.949219 Penalty: 1385.637695
	Iteration 0F: 2 clusters Score -31251.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30070.681641 Penalty: 2771.275391
	Iteration 0F: 3 clusters Score -30070.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -30174.953125 Penalty: 2771.275391
	Iteration 1F: 3 clusters Score -30174.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30196.000000 Penalty: 2771.275391
	Iteration 2Q: 3 clusters Score -30196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30204.417969 Penalty: 2771.275391
	Iteration 3Q: 3 clusters Score -30204.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30204.417969 Penalty: 2771.275391
	Iteration 4F: 3 clusters Score -30204.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Entering Unmasked Estep 
Score: -2517737.250000 Penalty: 2441.930420
	Iteration 0F: 2 clusters Score -2517737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2504476.750000 Penalty: 4883.860840
	Iteration 0F: 3 clusters Score -2504477 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2508974.500000 Penalty: 4883.860840
	Iteration 1F: 3 clusters Score -2508974 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2509573.250000 Penalty: 4883.860840
	Iteration 2F: 3 clusters Score -2509573 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2510161.750000 Penalty: 4883.860840
	Iteration 3F: 3 clusters Score -2510162 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2510777.750000 Penalty: 4883.860840
	Iteration 4F: 3 clusters Score -2510778 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2511436.000000 Penalty: 4883.860840
	Iteration 5F: 3 clusters Score -2511436 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2512107.500000 Penalty: 4883.860840
	Iteration 6F: 3 clusters Score -2512108 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2512741.000000 Penalty: 4883.860840
	Iteration 7F: 3 clusters Score -2512741 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2513330.500000 Penalty: 4883.860840
	Iteration 8Q: 3 clusters Score -2513330 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2513949.750000 Penalty: 4883.860840
	Iteration 9Q: 3 clusters Score -2513950 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2514407.500000 Penalty: 4883.860840
	Iteration 10Q: 3 clusters Score -2514408 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2514749.750000 Penalty: 4883.860840
	Iteration 11Q: 3 clusters Score -2514750 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2514996.250000 Penalty: 4883.860840
	Iteration 12Q: 3 clusters Score -2514996 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2515154.750000 Penalty: 4883.860840
	Iteration 13Q: 3 clusters Score -2515155 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2515287.250000 Penalty: 4883.860840
	Iteration 14Q: 3 clusters Score -2515287 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2515370.250000 Penalty: 4883.860840
	Iteration 15Q: 3 clusters Score -2515370 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2515423.500000 Penalty: 4883.860840
	Iteration 16Q: 3 clusters Score -2515424 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2515464.000000 Penalty: 4883.860840
	Iteration 17Q: 3 clusters Score -2515464 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2515498.250000 Penalty: 4883.860840
	Iteration 18Q: 3 clusters Score -2515498 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2515518.500000 Penalty: 4883.860840
	Iteration 19Q: 3 clusters Score -2515518 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2515526.250000 Penalty: 4883.860840
	Iteration 20F: 3 clusters Score -2515526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2515544.750000 Penalty: 4883.860840
	Iteration 21Q: 3 clusters Score -2515545 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2515551.500000 Penalty: 4883.860840
	Iteration 22Q: 3 clusters Score -2515552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2515557.250000 Penalty: 4883.860840
	Iteration 23Q: 3 clusters Score -2515557 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2515570.750000 Penalty: 4883.860840
	Iteration 24Q: 3 clusters Score -2515571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2515576.250000 Penalty: 4883.860840
	Iteration 25Q: 3 clusters Score -2515576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2515586.500000 Penalty: 4883.860840
	Iteration 26Q: 3 clusters Score -2515586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2515593.250000 Penalty: 4883.860840
	Iteration 27Q: 3 clusters Score -2515593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2515602.500000 Penalty: 4883.860840
	Iteration 28Q: 3 clusters Score -2515602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2515613.500000 Penalty: 4883.860840
	Iteration 29Q: 3 clusters Score -2515614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2515629.000000 Penalty: 4883.860840
	Iteration 30Q: 3 clusters Score -2515629 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2515641.000000 Penalty: 4883.860840
	Iteration 31Q: 3 clusters Score -2515641 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2515655.750000 Penalty: 4883.860840
	Iteration 32Q: 3 clusters Score -2515656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2515662.000000 Penalty: 4883.860840
	Iteration 33Q: 3 clusters Score -2515662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2515671.000000 Penalty: 4883.860840
	Iteration 34Q: 3 clusters Score -2515671 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2515683.250000 Penalty: 4883.860840
	Iteration 35Q: 3 clusters Score -2515683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2515689.250000 Penalty: 4883.860840
	Iteration 36Q: 3 clusters Score -2515689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2515691.500000 Penalty: 4883.860840
	Iteration 37Q: 3 clusters Score -2515692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2515700.500000 Penalty: 4883.860840
	Iteration 38Q: 3 clusters Score -2515700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2515699.250000 Penalty: 4883.860840
	Iteration 39Q: 3 clusters Score -2515699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2515704.250000 Penalty: 4883.860840
	Iteration 40F: 3 clusters Score -2515704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2515704.250000 Penalty: 4883.860840
	Iteration 41Q: 3 clusters Score -2515704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2515709.250000 Penalty: 4883.860840
	Iteration 42Q: 3 clusters Score -2515709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2515711.250000 Penalty: 4883.860840
	Iteration 43Q: 3 clusters Score -2515711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2515709.750000 Penalty: 4883.860840
	Iteration 44Q: 3 clusters Score -2515710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2515708.500000 Penalty: 4883.860840
	Iteration 45Q: 3 clusters Score -2515708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2515713.000000 Penalty: 4883.860840
	Iteration 46Q: 3 clusters Score -2515713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2515712.500000 Penalty: 4883.860840
	Iteration 47Q: 3 clusters Score -2515712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2515710.500000 Penalty: 4883.860840
	Iteration 48Q: 3 clusters Score -2515710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2515719.750000 Penalty: 4883.860840
	Iteration 49Q: 3 clusters Score -2515720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2515723.250000 Penalty: 4883.860840
	Iteration 50Q: 3 clusters Score -2515723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2515722.750000 Penalty: 4883.860840
	Iteration 51Q: 3 clusters Score -2515723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2515724.000000 Penalty: 4883.860840
	Iteration 52Q: 3 clusters Score -2515724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2515726.750000 Penalty: 4883.860840
	Iteration 53Q: 3 clusters Score -2515727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2515730.500000 Penalty: 4883.860840
	Iteration 54Q: 3 clusters Score -2515730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2515730.750000 Penalty: 4883.860840
	Iteration 55Q: 3 clusters Score -2515731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2515745.500000 Penalty: 4883.860840
	Iteration 56Q: 3 clusters Score -2515746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2515737.000000 Penalty: 4883.860840
	Iteration 57Q: 3 clusters Score -2515737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2515747.250000 Penalty: 4883.860840
	Iteration 58Q: 3 clusters Score -2515747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2515748.250000 Penalty: 4883.860840
	Iteration 59Q: 3 clusters Score -2515748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2515753.000000 Penalty: 4883.860840
	Iteration 60F: 3 clusters Score -2515753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2515758.500000 Penalty: 4883.860840
	Iteration 61Q: 3 clusters Score -2515758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2515763.250000 Penalty: 4883.860840
	Iteration 62Q: 3 clusters Score -2515763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2515769.000000 Penalty: 4883.860840
	Iteration 63Q: 3 clusters Score -2515769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2515775.750000 Penalty: 4883.860840
	Iteration 64Q: 3 clusters Score -2515776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2515781.250000 Penalty: 4883.860840
	Iteration 65Q: 3 clusters Score -2515781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2515788.750000 Penalty: 4883.860840
	Iteration 66Q: 3 clusters Score -2515789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2515781.750000 Penalty: 4883.860840
	Iteration 67Q: 3 clusters Score -2515782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2515785.000000 Penalty: 4883.860840
	Iteration 68Q: 3 clusters Score -2515785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2515795.250000 Penalty: 4883.860840
	Iteration 69Q: 3 clusters Score -2515795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2515796.000000 Penalty: 4883.860840
	Iteration 70Q: 3 clusters Score -2515796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2515806.500000 Penalty: 4883.860840
	Iteration 71Q: 3 clusters Score -2515806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2515806.750000 Penalty: 4883.860840
	Iteration 72Q: 3 clusters Score -2515807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2515806.000000 Penalty: 4883.860840
	Iteration 73Q: 3 clusters Score -2515806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2515803.250000 Penalty: 4883.860840
	Iteration 74Q: 3 clusters Score -2515803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2515804.500000 Penalty: 4883.860840
	Iteration 75Q: 3 clusters Score -2515804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2515804.750000 Penalty: 4883.860840
	Iteration 76Q: 3 clusters Score -2515805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2515809.500000 Penalty: 4883.860840
	Iteration 77Q: 3 clusters Score -2515810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2515813.750000 Penalty: 4883.860840
	Iteration 78Q: 3 clusters Score -2515814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2515811.250000 Penalty: 4883.860840
	Iteration 79Q: 3 clusters Score -2515811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2515813.250000 Penalty: 4883.860840
	Iteration 80F: 3 clusters Score -2515813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2515817.000000 Penalty: 4883.860840
	Iteration 81Q: 3 clusters Score -2515817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2515815.500000 Penalty: 4883.860840
	Iteration 82Q: 3 clusters Score -2515816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2515815.500000 Penalty: 4883.860840
	Iteration 83F: 3 clusters Score -2515816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Entering Unmasked Estep 
Score: -611605.812500 Penalty: 2097.340576
	Iteration 0F: 2 clusters Score -611605.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -607291.750000 Penalty: 4194.681152
	Iteration 0F: 3 clusters Score -607291.8 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -608378.187500 Penalty: 4194.681152
	Iteration 1F: 3 clusters Score -608378.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -608598.187500 Penalty: 4194.681152
	Iteration 2F: 3 clusters Score -608598.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -608747.437500 Penalty: 4194.681152
	Iteration 3F: 3 clusters Score -608747.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -608856.062500 Penalty: 4194.681152
	Iteration 4Q: 3 clusters Score -608856.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -608953.875000 Penalty: 4194.681152
	Iteration 5Q: 3 clusters Score -608953.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -609053.062500 Penalty: 4194.681152
	Iteration 6Q: 3 clusters Score -609053.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -609149.187500 Penalty: 4194.681152
	Iteration 7Q: 3 clusters Score -609149.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -609232.875000 Penalty: 4194.681152
	Iteration 8Q: 3 clusters Score -609232.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -609316.000000 Penalty: 4194.681152
	Iteration 9Q: 3 clusters Score -609316 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -609414.250000 Penalty: 4194.681152
	Iteration 10Q: 3 clusters Score -609414.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -609557.625000 Penalty: 4194.681152
	Iteration 11Q: 3 clusters Score -609557.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -609699.625000 Penalty: 4194.681152
	Iteration 12Q: 3 clusters Score -609699.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -609816.250000 Penalty: 4194.681152
	Iteration 13Q: 3 clusters Score -609816.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -609928.375000 Penalty: 4194.681152
	Iteration 14Q: 3 clusters Score -609928.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -610025.937500 Penalty: 4194.681152
	Iteration 15Q: 3 clusters Score -610025.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -610083.062500 Penalty: 4194.681152
	Iteration 16Q: 3 clusters Score -610083.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -610122.750000 Penalty: 4194.681152
	Iteration 17Q: 3 clusters Score -610122.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -610144.937500 Penalty: 4194.681152
	Iteration 18Q: 3 clusters Score -610144.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -610159.750000 Penalty: 4194.681152
	Iteration 19Q: 3 clusters Score -610159.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -610170.375000 Penalty: 4194.681152
	Iteration 20F: 3 clusters Score -610170.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -610179.687500 Penalty: 4194.681152
	Iteration 21Q: 3 clusters Score -610179.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -610187.375000 Penalty: 4194.681152
	Iteration 22Q: 3 clusters Score -610187.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -610192.750000 Penalty: 4194.681152
	Iteration 23Q: 3 clusters Score -610192.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -610195.500000 Penalty: 4194.681152
	Iteration 24Q: 3 clusters Score -610195.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -610195.812500 Penalty: 4194.681152
	Iteration 25Q: 3 clusters Score -610195.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -610196.812500 Penalty: 4194.681152
	Iteration 26Q: 3 clusters Score -610196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -610197.937500 Penalty: 4194.681152
	Iteration 27Q: 3 clusters Score -610197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -610197.125000 Penalty: 4194.681152
	Iteration 28Q: 3 clusters Score -610197.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -610198.500000 Penalty: 4194.681152
	Iteration 29Q: 3 clusters Score -610198.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -610198.750000 Penalty: 4194.681152
	Iteration 30Q: 3 clusters Score -610198.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -610198.750000 Penalty: 4194.681152
	Iteration 31F: 3 clusters Score -610198.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (58157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Entering Unmasked Estep 
Score: -8106854.500000 Penalty: 2720.783691
	Iteration 0F: 2 clusters Score -8106854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -8067712.500000 Penalty: 5441.567383
	Iteration 0F: 3 clusters Score -8067712 nChanged 27038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -8083138.500000 Penalty: 5441.567383
	Iteration 1F: 3 clusters Score -8083138 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -8084006.500000 Penalty: 5441.567383
	Iteration 2Q: 3 clusters Score -8084006 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -8084879.500000 Penalty: 5441.567383
	Iteration 3Q: 3 clusters Score -8084880 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -8085854.000000 Penalty: 5441.567383
	Iteration 4Q: 3 clusters Score -8085854 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -8086969.000000 Penalty: 5441.567383
	Iteration 5Q: 3 clusters Score -8086969 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -8088257.000000 Penalty: 5441.567383
	Iteration 6Q: 3 clusters Score -8088257 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -8089923.000000 Penalty: 5441.567383
	Iteration 7F: 3 clusters Score -8089923 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -8091981.500000 Penalty: 5441.567383
	Iteration 8F: 3 clusters Score -8091982 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -8094430.500000 Penalty: 5441.567383
	Iteration 9F: 3 clusters Score -8094430 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -8096986.000000 Penalty: 5441.567383
	Iteration 10F: 3 clusters Score -8096986 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51267 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -8099392.000000 Penalty: 5441.567383
	Iteration 11F: 3 clusters Score -8099392 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -8101289.500000 Penalty: 5441.567383
	Iteration 12Q: 3 clusters Score -8101290 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -8102602.500000 Penalty: 5441.567383
	Iteration 13Q: 3 clusters Score -8102602 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56327 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8103371.000000 Penalty: 5441.567383
	Iteration 14Q: 3 clusters Score -8103371 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -8103846.000000 Penalty: 5441.567383
	Iteration 15Q: 3 clusters Score -8103846 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57230 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8104108.500000 Penalty: 5441.567383
	Iteration 16Q: 3 clusters Score -8104108 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8104254.500000 Penalty: 5441.567383
	Iteration 17Q: 3 clusters Score -8104254 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57513 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8104350.500000 Penalty: 5441.567383
	Iteration 18Q: 3 clusters Score -8104350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8104395.000000 Penalty: 5441.567383
	Iteration 19Q: 3 clusters Score -8104395 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8104436.000000 Penalty: 5441.567383
	Iteration 20F: 3 clusters Score -8104436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8104470.000000 Penalty: 5441.567383
	Iteration 21Q: 3 clusters Score -8104470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57638 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8104495.000000 Penalty: 5441.567383
	Iteration 22Q: 3 clusters Score -8104495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57649 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8104506.000000 Penalty: 5441.567383
	Iteration 23Q: 3 clusters Score -8104506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8104525.000000 Penalty: 5441.567383
	Iteration 24Q: 3 clusters Score -8104525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8104532.500000 Penalty: 5441.567383
	Iteration 25Q: 3 clusters Score -8104532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8104539.000000 Penalty: 5441.567383
	Iteration 26Q: 3 clusters Score -8104539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57670 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8104546.000000 Penalty: 5441.567383
	Iteration 27Q: 3 clusters Score -8104546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8104549.500000 Penalty: 5441.567383
	Iteration 28Q: 3 clusters Score -8104550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8104551.000000 Penalty: 5441.567383
	Iteration 29Q: 3 clusters Score -8104551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8104553.500000 Penalty: 5441.567383
	Iteration 30Q: 3 clusters Score -8104554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8104559.500000 Penalty: 5441.567383
	Iteration 31Q: 3 clusters Score -8104560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57674 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8104568.500000 Penalty: 5441.567383
	Iteration 32Q: 3 clusters Score -8104568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8104563.000000 Penalty: 5441.567383
	Iteration 33Q: 3 clusters Score -8104563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8104563.000000 Penalty: 5441.567383
	Iteration 34F: 3 clusters Score -8104563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15256 members 
Mstep: Class 5 contains 61923 members 
Mstep: Class 6 contains 207286 members 
Mstep: Class 7 contains 51548 members 
Mstep: Class 8 contains 248922 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 46217 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 31164 members 
Mstep: Class 14 contains 7445 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 208276 members 
Mstep: Class 18 contains 491 members 
Mstep: Class 19 contains 267 members 
Mstep: Class 21 contains 18892 members 
Mstep: Class 22 contains 4708 members 
Mstep: Class 23 contains 58157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794720.000000 Penalty: 78787.804688
Iteration 159Q: 24 clusters Score -1.357947e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 4421 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15280 members 
Mstep: Class 5 contains 62117 members 
Mstep: Class 6 contains 207319 members 
Mstep: Class 7 contains 51537 members 
Mstep: Class 8 contains 249312 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 46119 members 
Mstep: Class 11 contains 870 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 13 contains 30494 members 
Mstep: Class 14 contains 7470 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 208381 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 265 members 
Mstep: Class 20 contains 870 members 
Mstep: Class 21 contains 18889 members 
Mstep: Class 22 contains 4708 members 
Mstep: Class 23 contains 58209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135794864.000000 Penalty: 78787.804688
Iteration 160F: 24 clusters Score -1.357949e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15299 members 
Mstep: Class 5 contains 62304 members 
Mstep: Class 6 contains 207386 members 
Mstep: Class 7 contains 51525 members 
Mstep: Class 8 contains 249616 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 46030 members 
Mstep: Class 11 contains 886 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 29832 members 
Mstep: Class 14 contains 7493 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 208502 members 
Mstep: Class 18 contains 463 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 890 members 
Mstep: Class 21 contains 18888 members 
Mstep: Class 22 contains 4708 members 
Mstep: Class 23 contains 58264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795024.000000 Penalty: 78787.804688
Iteration 161Q: 24 clusters Score -1.35795e+08 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 4402 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15313 members 
Mstep: Class 5 contains 62534 members 
Mstep: Class 6 contains 207433 members 
Mstep: Class 7 contains 51517 members 
Mstep: Class 8 contains 249886 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 45933 members 
Mstep: Class 11 contains 899 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 29236 members 
Mstep: Class 14 contains 7515 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 208610 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 18884 members 
Mstep: Class 22 contains 4697 members 
Mstep: Class 23 contains 58323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795056.000000 Penalty: 78787.804688
Iteration 162Q: 24 clusters Score -1.357951e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 15341 members 
Mstep: Class 5 contains 62775 members 
Mstep: Class 6 contains 207473 members 
Mstep: Class 7 contains 51512 members 
Mstep: Class 8 contains 250152 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 45840 members 
Mstep: Class 11 contains 904 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 28636 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 208717 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 18883 members 
Mstep: Class 22 contains 4686 members 
Mstep: Class 23 contains 58369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795184.000000 Penalty: 78787.804688
Iteration 163Q: 24 clusters Score -1.357952e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 4381 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 15362 members 
Mstep: Class 5 contains 63004 members 
Mstep: Class 6 contains 207511 members 
Mstep: Class 7 contains 51517 members 
Mstep: Class 8 contains 250500 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 45727 members 
Mstep: Class 11 contains 904 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 27998 members 
Mstep: Class 14 contains 7544 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 208818 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 893 members 
Mstep: Class 21 contains 18879 members 
Mstep: Class 22 contains 4679 members 
Mstep: Class 23 contains 58410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795264.000000 Penalty: 78787.804688
Iteration 164Q: 24 clusters Score -1.357953e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 4370 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 15378 members 
Mstep: Class 5 contains 63205 members 
Mstep: Class 6 contains 207550 members 
Mstep: Class 7 contains 51504 members 
Mstep: Class 8 contains 250857 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 45610 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 27390 members 
Mstep: Class 14 contains 7560 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 208929 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 893 members 
Mstep: Class 21 contains 18878 members 
Mstep: Class 22 contains 4675 members 
Mstep: Class 23 contains 58451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795520.000000 Penalty: 78787.804688
Iteration 165Q: 24 clusters Score -1.357955e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 4360 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 15399 members 
Mstep: Class 5 contains 63401 members 
Mstep: Class 6 contains 207556 members 
Mstep: Class 7 contains 51498 members 
Mstep: Class 8 contains 251182 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 45508 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 26791 members 
Mstep: Class 14 contains 7576 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 209075 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 893 members 
Mstep: Class 21 contains 18881 members 
Mstep: Class 22 contains 4668 members 
Mstep: Class 23 contains 58496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795648.000000 Penalty: 78787.804688
Iteration 166Q: 24 clusters Score -1.357956e+08 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 15420 members 
Mstep: Class 5 contains 63591 members 
Mstep: Class 6 contains 207555 members 
Mstep: Class 7 contains 51504 members 
Mstep: Class 8 contains 251506 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 45412 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 26231 members 
Mstep: Class 14 contains 7592 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 209202 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 893 members 
Mstep: Class 21 contains 18879 members 
Mstep: Class 22 contains 4660 members 
Mstep: Class 23 contains 58514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795792.000000 Penalty: 78787.804688
Iteration 167Q: 24 clusters Score -1.357958e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 4351 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 15440 members 
Mstep: Class 5 contains 63766 members 
Mstep: Class 6 contains 207553 members 
Mstep: Class 7 contains 51499 members 
Mstep: Class 8 contains 251887 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 45298 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 25677 members 
Mstep: Class 14 contains 7604 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 209310 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 893 members 
Mstep: Class 21 contains 18880 members 
Mstep: Class 22 contains 4658 members 
Mstep: Class 23 contains 58524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795984.000000 Penalty: 78787.804688
Iteration 168Q: 24 clusters Score -1.35796e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 4348 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 15465 members 
Mstep: Class 5 contains 63906 members 
Mstep: Class 6 contains 207565 members 
Mstep: Class 7 contains 51504 members 
Mstep: Class 8 contains 252244 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 45199 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 25120 members 
Mstep: Class 14 contains 7624 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 209435 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 893 members 
Mstep: Class 21 contains 18880 members 
Mstep: Class 22 contains 4660 members 
Mstep: Class 23 contains 58530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796304.000000 Penalty: 78787.804688
Iteration 169Q: 24 clusters Score -1.357963e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 4343 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 15487 members 
Mstep: Class 5 contains 64048 members 
Mstep: Class 6 contains 207569 members 
Mstep: Class 7 contains 51502 members 
Mstep: Class 8 contains 252623 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 45114 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 24562 members 
Mstep: Class 14 contains 7640 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 209550 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 893 members 
Mstep: Class 21 contains 18877 members 
Mstep: Class 22 contains 4662 members 
Mstep: Class 23 contains 58539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796560.000000 Penalty: 78787.804688
Iteration 170Q: 24 clusters Score -1.357966e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 4340 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 15499 members 
Mstep: Class 5 contains 64160 members 
Mstep: Class 6 contains 207592 members 
Mstep: Class 7 contains 51502 members 
Mstep: Class 8 contains 253054 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 45054 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 23996 members 
Mstep: Class 14 contains 7657 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 209615 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 893 members 
Mstep: Class 21 contains 18876 members 
Mstep: Class 22 contains 4656 members 
Mstep: Class 23 contains 58553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796704.000000 Penalty: 78787.804688
Iteration 171Q: 24 clusters Score -1.357967e+08 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 4338 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 15504 members 
Mstep: Class 5 contains 64294 members 
Mstep: Class 6 contains 207594 members 
Mstep: Class 7 contains 51501 members 
Mstep: Class 8 contains 253485 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 44994 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 23428 members 
Mstep: Class 14 contains 7676 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 209700 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 893 members 
Mstep: Class 21 contains 18870 members 
Mstep: Class 22 contains 4651 members 
Mstep: Class 23 contains 58549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797024.000000 Penalty: 78787.804688
Iteration 172Q: 24 clusters Score -1.35797e+08 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 4338 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 64432 members 
Mstep: Class 6 contains 207569 members 
Mstep: Class 7 contains 51500 members 
Mstep: Class 8 contains 253921 members 
Mstep: Class 9 contains 3571 members 
Mstep: Class 10 contains 44889 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 22949 members 
Mstep: Class 14 contains 7694 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 209760 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 893 members 
Mstep: Class 21 contains 18864 members 
Mstep: Class 22 contains 4649 members 
Mstep: Class 23 contains 58547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797248.000000 Penalty: 78787.804688
Iteration 173Q: 24 clusters Score -1.357972e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 4337 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 15514 members 
Mstep: Class 5 contains 64560 members 
Mstep: Class 6 contains 207557 members 
Mstep: Class 7 contains 51501 members 
Mstep: Class 8 contains 254368 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 44781 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 22461 members 
Mstep: Class 14 contains 7709 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 209835 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 18853 members 
Mstep: Class 22 contains 4650 members 
Mstep: Class 23 contains 58532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797568.000000 Penalty: 78787.804688
Iteration 174Q: 24 clusters Score -1.357976e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 4341 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 64712 members 
Mstep: Class 6 contains 207563 members 
Mstep: Class 7 contains 51500 members 
Mstep: Class 8 contains 254780 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 44674 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 21973 members 
Mstep: Class 14 contains 7720 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 614 members 
Mstep: Class 17 contains 209905 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 18847 members 
Mstep: Class 22 contains 4638 members 
Mstep: Class 23 contains 58510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797824.000000 Penalty: 78787.804688
Iteration 175Q: 24 clusters Score -1.357978e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 4342 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 15515 members 
Mstep: Class 5 contains 64841 members 
Mstep: Class 6 contains 207570 members 
Mstep: Class 7 contains 51493 members 
Mstep: Class 8 contains 255177 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 44578 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 21523 members 
Mstep: Class 14 contains 7733 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 209963 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 18841 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 58495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798032.000000 Penalty: 78787.804688
Iteration 176Q: 24 clusters Score -1.35798e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 4340 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 64983 members 
Mstep: Class 6 contains 207547 members 
Mstep: Class 7 contains 51500 members 
Mstep: Class 8 contains 255566 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 44478 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 21080 members 
Mstep: Class 14 contains 7746 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210014 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 18841 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 58485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798160.000000 Penalty: 78787.804688
Iteration 177Q: 24 clusters Score -1.357982e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 4337 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 15520 members 
Mstep: Class 5 contains 65118 members 
Mstep: Class 6 contains 207547 members 
Mstep: Class 7 contains 51498 members 
Mstep: Class 8 contains 255926 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 44410 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 20647 members 
Mstep: Class 14 contains 7758 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 18841 members 
Mstep: Class 22 contains 4630 members 
Mstep: Class 23 contains 58483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798176.000000 Penalty: 78787.804688
Iteration 178Q: 24 clusters Score -1.357982e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 4335 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15529 members 
Mstep: Class 5 contains 65250 members 
Mstep: Class 6 contains 207524 members 
Mstep: Class 7 contains 51500 members 
Mstep: Class 8 contains 256304 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 44344 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 20203 members 
Mstep: Class 14 contains 7771 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210088 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 18846 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 58481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798352.000000 Penalty: 78787.804688
Iteration 179Q: 24 clusters Score -1.357984e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 4333 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15533 members 
Mstep: Class 5 contains 65363 members 
Mstep: Class 6 contains 207530 members 
Mstep: Class 7 contains 51503 members 
Mstep: Class 8 contains 256649 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 44277 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 19780 members 
Mstep: Class 14 contains 7782 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210125 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 18845 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 58485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798192.000000 Penalty: 78787.804688
Iteration 180F: 24 clusters Score -1.357982e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 4333 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15541 members 
Mstep: Class 5 contains 65454 members 
Mstep: Class 6 contains 207523 members 
Mstep: Class 7 contains 51508 members 
Mstep: Class 8 contains 256990 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 44224 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 19376 members 
Mstep: Class 14 contains 7799 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210162 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 18841 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 58475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798288.000000 Penalty: 78787.804688
Iteration 181Q: 24 clusters Score -1.357983e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 4332 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15539 members 
Mstep: Class 5 contains 65533 members 
Mstep: Class 6 contains 207527 members 
Mstep: Class 7 contains 51515 members 
Mstep: Class 8 contains 257336 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 44178 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 18954 members 
Mstep: Class 14 contains 7817 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210221 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 18843 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 58456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798624.000000 Penalty: 78787.804688
Iteration 182Q: 24 clusters Score -1.357986e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 4332 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 15540 members 
Mstep: Class 5 contains 65612 members 
Mstep: Class 6 contains 207520 members 
Mstep: Class 7 contains 51516 members 
Mstep: Class 8 contains 257696 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 44126 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 18550 members 
Mstep: Class 14 contains 7832 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210256 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 18842 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 58450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799040.000000 Penalty: 78787.804688
Iteration 183Q: 24 clusters Score -1.35799e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 4329 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 15539 members 
Mstep: Class 5 contains 65662 members 
Mstep: Class 6 contains 207487 members 
Mstep: Class 7 contains 51505 members 
Mstep: Class 8 contains 258060 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 44075 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 18192 members 
Mstep: Class 14 contains 7851 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210297 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 18844 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 58453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798864.000000 Penalty: 78787.804688
Iteration 184Q: 24 clusters Score -1.357989e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 4328 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 15543 members 
Mstep: Class 5 contains 65690 members 
Mstep: Class 6 contains 207474 members 
Mstep: Class 7 contains 51506 members 
Mstep: Class 8 contains 258417 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 44023 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 17843 members 
Mstep: Class 14 contains 7861 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210340 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 18840 members 
Mstep: Class 22 contains 4637 members 
Mstep: Class 23 contains 58449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798880.000000 Penalty: 78787.804688
Iteration 185Q: 24 clusters Score -1.357989e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 4327 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 15537 members 
Mstep: Class 5 contains 65753 members 
Mstep: Class 6 contains 207473 members 
Mstep: Class 7 contains 51506 members 
Mstep: Class 8 contains 258712 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 43980 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 17514 members 
Mstep: Class 14 contains 7867 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210384 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 18836 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 58453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798912.000000 Penalty: 78787.804688
Iteration 186Q: 24 clusters Score -1.357989e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 4327 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 15536 members 
Mstep: Class 5 contains 65833 members 
Mstep: Class 6 contains 207466 members 
Mstep: Class 7 contains 51510 members 
Mstep: Class 8 contains 258970 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 43918 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 17208 members 
Mstep: Class 14 contains 7869 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210418 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 18831 members 
Mstep: Class 22 contains 4637 members 
Mstep: Class 23 contains 58474 members 
Entering Unmasked Estep 
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Score: -135798832.000000 Penalty: 78787.804688
Iteration 187Q: 24 clusters Score -1.357988e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 4328 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 15532 members 
Mstep: Class 5 contains 65883 members 
Mstep: Class 6 contains 207475 members 
Mstep: Class 7 contains 51513 members 
Mstep: Class 8 contains 259191 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 43868 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 16937 members 
Mstep: Class 14 contains 7871 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210474 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 18826 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 58481 members 
Entering Unmasked Estep 
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Score: -135798960.000000 Penalty: 78787.804688
Iteration 188Q: 24 clusters Score -1.35799e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 4327 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 15531 members 
Mstep: Class 5 contains 65899 members 
Mstep: Class 6 contains 207462 members 
Mstep: Class 7 contains 51509 members 
Mstep: Class 8 contains 259465 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 43808 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 16683 members 
Mstep: Class 14 contains 7874 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210525 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 18831 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 58484 members 
Entering Unmasked Estep 
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Iteration 189Q: 24 clusters Score -1.35799e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 4328 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 15534 members 
Mstep: Class 5 contains 65919 members 
Mstep: Class 6 contains 207441 members 
Mstep: Class 7 contains 51522 members 
Mstep: Class 8 contains 259720 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 43744 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 16427 members 
Mstep: Class 14 contains 7876 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210571 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 18835 members 
Mstep: Class 22 contains 4637 members 
Mstep: Class 23 contains 58489 members 
Entering Unmasked Estep 
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Iteration 190Q: 24 clusters Score -1.357992e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 4327 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 15531 members 
Mstep: Class 5 contains 65955 members 
Mstep: Class 6 contains 207429 members 
Mstep: Class 7 contains 51531 members 
Mstep: Class 8 contains 259987 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 43694 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 16169 members 
Mstep: Class 14 contains 7879 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210590 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18841 members 
Mstep: Class 22 contains 4637 members 
Mstep: Class 23 contains 58494 members 
Entering Unmasked Estep 
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Iteration 191Q: 24 clusters Score -1.357993e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 4325 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 15529 members 
Mstep: Class 5 contains 65990 members 
Mstep: Class 6 contains 207427 members 
Mstep: Class 7 contains 51534 members 
Mstep: Class 8 contains 260220 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 43638 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 15944 members 
Mstep: Class 14 contains 7881 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210622 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18837 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 58491 members 
Entering Unmasked Estep 
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Iteration 192Q: 24 clusters Score -1.357993e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 4323 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 15521 members 
Mstep: Class 5 contains 66039 members 
Mstep: Class 6 contains 207429 members 
Mstep: Class 7 contains 51534 members 
Mstep: Class 8 contains 260433 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 43574 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 15717 members 
Mstep: Class 14 contains 7881 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210662 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18837 members 
Mstep: Class 22 contains 4639 members 
Mstep: Class 23 contains 58496 members 
Entering Unmasked Estep 
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Iteration 193Q: 24 clusters Score -1.357994e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 4321 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 15517 members 
Mstep: Class 5 contains 66083 members 
Mstep: Class 6 contains 207439 members 
Mstep: Class 7 contains 51542 members 
Mstep: Class 8 contains 260641 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 43521 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 15504 members 
Mstep: Class 14 contains 7881 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210676 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18833 members 
Mstep: Class 22 contains 4641 members 
Mstep: Class 23 contains 58496 members 
Entering Unmasked Estep 
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Iteration 194Q: 24 clusters Score -1.357996e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 66151 members 
Mstep: Class 6 contains 207432 members 
Mstep: Class 7 contains 51538 members 
Mstep: Class 8 contains 260848 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 43471 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 15307 members 
Mstep: Class 14 contains 7881 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210688 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18828 members 
Mstep: Class 22 contains 4641 members 
Mstep: Class 23 contains 58493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799680.000000 Penalty: 78787.804688
Iteration 195Q: 24 clusters Score -1.357997e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 15519 members 
Mstep: Class 5 contains 66197 members 
Mstep: Class 6 contains 207430 members 
Mstep: Class 7 contains 51545 members 
Mstep: Class 8 contains 261056 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 43415 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 15125 members 
Mstep: Class 14 contains 7881 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210675 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18824 members 
Mstep: Class 22 contains 4642 members 
Mstep: Class 23 contains 58487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799760.000000 Penalty: 78787.804688
Iteration 196Q: 24 clusters Score -1.357998e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 15523 members 
Mstep: Class 5 contains 66228 members 
Mstep: Class 6 contains 207422 members 
Mstep: Class 7 contains 51552 members 
Mstep: Class 8 contains 261256 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 43370 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 14946 members 
Mstep: Class 14 contains 7881 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210669 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18820 members 
Mstep: Class 22 contains 4640 members 
Mstep: Class 23 contains 58501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799776.000000 Penalty: 78787.804688
Iteration 197Q: 24 clusters Score -1.357998e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 15533 members 
Mstep: Class 5 contains 66282 members 
Mstep: Class 6 contains 207401 members 
Mstep: Class 7 contains 51551 members 
Mstep: Class 8 contains 261459 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 43330 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 14768 members 
Mstep: Class 14 contains 7881 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210645 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18819 members 
Mstep: Class 22 contains 4640 members 
Mstep: Class 23 contains 58503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799968.000000 Penalty: 78787.804688
Iteration 198Q: 24 clusters Score -1.358e+08 nChanged 461
Entering ConstructFrom: 
Score: -135799968.000000 Penalty: 78787.804688
Entering ConstructFrom: 
Trying to split cluster 1 (24038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Entering Unmasked Estep 
Score: -3357581.000000 Penalty: 2501.672852
	Iteration 0F: 2 clusters Score -3357581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -3340774.500000 Penalty: 5003.345703
	Iteration 0F: 3 clusters Score -3340774 nChanged 10783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -3346597.500000 Penalty: 5003.345703
	Iteration 1F: 3 clusters Score -3346598 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -3347069.250000 Penalty: 5003.345703
	Iteration 2F: 3 clusters Score -3347069 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3347546.000000 Penalty: 5003.345703
	Iteration 3Q: 3 clusters Score -3347546 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3348071.000000 Penalty: 5003.345703
	Iteration 4Q: 3 clusters Score -3348071 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3348768.500000 Penalty: 5003.345703
	Iteration 5F: 3 clusters Score -3348768 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -3349710.000000 Penalty: 5003.345703
	Iteration 6F: 3 clusters Score -3349710 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3350885.500000 Penalty: 5003.345703
	Iteration 7F: 3 clusters Score -3350886 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -3352237.750000 Penalty: 5003.345703
	Iteration 8F: 3 clusters Score -3352238 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -3353648.500000 Penalty: 5003.345703
	Iteration 9F: 3 clusters Score -3353648 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -3354776.750000 Penalty: 5003.345703
	Iteration 10Q: 3 clusters Score -3354777 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -3355371.000000 Penalty: 5003.345703
	Iteration 11Q: 3 clusters Score -3355371 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -3355559.000000 Penalty: 5003.345703
	Iteration 12Q: 3 clusters Score -3355559 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -3355626.000000 Penalty: 5003.345703
	Iteration 13Q: 3 clusters Score -3355626 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -3355671.750000 Penalty: 5003.345703
	Iteration 14Q: 3 clusters Score -3355672 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -3355690.750000 Penalty: 5003.345703
	Iteration 15Q: 3 clusters Score -3355691 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3355709.250000 Penalty: 5003.345703
	Iteration 16Q: 3 clusters Score -3355709 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3355711.750000 Penalty: 5003.345703
	Iteration 17Q: 3 clusters Score -3355712 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -3355713.000000 Penalty: 5003.345703
	Iteration 18Q: 3 clusters Score -3355713 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -3355727.500000 Penalty: 5003.345703
	Iteration 19Q: 3 clusters Score -3355728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -3355743.750000 Penalty: 5003.345703
	Iteration 20F: 3 clusters Score -3355744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -3355758.750000 Penalty: 5003.345703
	Iteration 21Q: 3 clusters Score -3355759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -3355760.500000 Penalty: 5003.345703
	Iteration 22Q: 3 clusters Score -3355760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -3355768.000000 Penalty: 5003.345703
	Iteration 23Q: 3 clusters Score -3355768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3355772.250000 Penalty: 5003.345703
	Iteration 24Q: 3 clusters Score -3355772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3355775.500000 Penalty: 5003.345703
	Iteration 25Q: 3 clusters Score -3355776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -3355779.250000 Penalty: 5003.345703
	Iteration 26Q: 3 clusters Score -3355779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -3355779.250000 Penalty: 5003.345703
	Iteration 27Q: 3 clusters Score -3355779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -3355776.500000 Penalty: 5003.345703
	Iteration 28Q: 3 clusters Score -3355776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -3355779.250000 Penalty: 5003.345703
	Iteration 29Q: 3 clusters Score -3355779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -3355777.000000 Penalty: 5003.345703
	Iteration 30Q: 3 clusters Score -3355777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -3355782.500000 Penalty: 5003.345703
	Iteration 31Q: 3 clusters Score -3355782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -3355780.750000 Penalty: 5003.345703
	Iteration 32Q: 3 clusters Score -3355781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -3355781.500000 Penalty: 5003.345703
	Iteration 33Q: 3 clusters Score -3355782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -3355779.750000 Penalty: 5003.345703
	Iteration 34Q: 3 clusters Score -3355780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -3355783.000000 Penalty: 5003.345703
	Iteration 35Q: 3 clusters Score -3355783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -3355788.000000 Penalty: 5003.345703
	Iteration 36Q: 3 clusters Score -3355788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -3355788.500000 Penalty: 5003.345703
	Iteration 37Q: 3 clusters Score -3355788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -3355793.000000 Penalty: 5003.345703
	Iteration 38Q: 3 clusters Score -3355793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -3355792.500000 Penalty: 5003.345703
	Iteration 39Q: 3 clusters Score -3355792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -3355790.250000 Penalty: 5003.345703
	Iteration 40F: 3 clusters Score -3355790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -3355789.250000 Penalty: 5003.345703
	Iteration 41Q: 3 clusters Score -3355789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3355782.250000 Penalty: 5003.345703
	Iteration 42Q: 3 clusters Score -3355782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3355784.500000 Penalty: 5003.345703
	Iteration 43Q: 3 clusters Score -3355784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -3355781.500000 Penalty: 5003.345703
	Iteration 44Q: 3 clusters Score -3355782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -3355783.500000 Penalty: 5003.345703
	Iteration 45Q: 3 clusters Score -3355784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -3355785.250000 Penalty: 5003.345703
	Iteration 46Q: 3 clusters Score -3355785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -3355785.250000 Penalty: 5003.345703
	Iteration 47F: 3 clusters Score -3355785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -567712.000000 Penalty: 2075.838379
	Iteration 0F: 2 clusters Score -567712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -563650.750000 Penalty: 4151.676758
	Iteration 0F: 3 clusters Score -563650.8 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -564555.750000 Penalty: 4151.676758
	Iteration 1F: 3 clusters Score -564555.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -564751.062500 Penalty: 4151.676758
	Iteration 2F: 3 clusters Score -564751.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -564878.937500 Penalty: 4151.676758
	Iteration 3Q: 3 clusters Score -564878.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -565021.937500 Penalty: 4151.676758
	Iteration 4Q: 3 clusters Score -565021.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -565150.187500 Penalty: 4151.676758
	Iteration 5Q: 3 clusters Score -565150.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -565252.312500 Penalty: 4151.676758
	Iteration 6Q: 3 clusters Score -565252.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -565340.250000 Penalty: 4151.676758
	Iteration 7Q: 3 clusters Score -565340.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -565418.437500 Penalty: 4151.676758
	Iteration 8Q: 3 clusters Score -565418.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -565502.937500 Penalty: 4151.676758
	Iteration 9Q: 3 clusters Score -565502.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -565590.562500 Penalty: 4151.676758
	Iteration 10Q: 3 clusters Score -565590.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -565666.500000 Penalty: 4151.676758
	Iteration 11Q: 3 clusters Score -565666.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -565742.437500 Penalty: 4151.676758
	Iteration 12Q: 3 clusters Score -565742.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -565814.937500 Penalty: 4151.676758
	Iteration 13Q: 3 clusters Score -565814.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -565886.625000 Penalty: 4151.676758
	Iteration 14Q: 3 clusters Score -565886.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -565955.562500 Penalty: 4151.676758
	Iteration 15Q: 3 clusters Score -565955.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -566003.437500 Penalty: 4151.676758
	Iteration 16Q: 3 clusters Score -566003.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -566047.750000 Penalty: 4151.676758
	Iteration 17Q: 3 clusters Score -566047.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -566090.125000 Penalty: 4151.676758
	Iteration 18Q: 3 clusters Score -566090.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -566138.937500 Penalty: 4151.676758
	Iteration 19Q: 3 clusters Score -566138.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -566182.562500 Penalty: 4151.676758
	Iteration 20F: 3 clusters Score -566182.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -566214.250000 Penalty: 4151.676758
	Iteration 21Q: 3 clusters Score -566214.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -566254.062500 Penalty: 4151.676758
	Iteration 22Q: 3 clusters Score -566254.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -566284.812500 Penalty: 4151.676758
	Iteration 23Q: 3 clusters Score -566284.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -566305.437500 Penalty: 4151.676758
	Iteration 24Q: 3 clusters Score -566305.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -566322.187500 Penalty: 4151.676758
	Iteration 25Q: 3 clusters Score -566322.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -566340.062500 Penalty: 4151.676758
	Iteration 26Q: 3 clusters Score -566340.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -566356.187500 Penalty: 4151.676758
	Iteration 27Q: 3 clusters Score -566356.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -566371.750000 Penalty: 4151.676758
	Iteration 28Q: 3 clusters Score -566371.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -566389.375000 Penalty: 4151.676758
	Iteration 29Q: 3 clusters Score -566389.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -566402.125000 Penalty: 4151.676758
	Iteration 30Q: 3 clusters Score -566402.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -566410.000000 Penalty: 4151.676758
	Iteration 31Q: 3 clusters Score -566410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -566415.062500 Penalty: 4151.676758
	Iteration 32Q: 3 clusters Score -566415.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -566422.000000 Penalty: 4151.676758
	Iteration 33Q: 3 clusters Score -566422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -566424.625000 Penalty: 4151.676758
	Iteration 34Q: 3 clusters Score -566424.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -566427.750000 Penalty: 4151.676758
	Iteration 35Q: 3 clusters Score -566427.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -566428.562500 Penalty: 4151.676758
	Iteration 36Q: 3 clusters Score -566428.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -566428.875000 Penalty: 4151.676758
	Iteration 37Q: 3 clusters Score -566428.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -566429.687500 Penalty: 4151.676758
	Iteration 38Q: 3 clusters Score -566429.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -566430.062500 Penalty: 4151.676758
	Iteration 39Q: 3 clusters Score -566430.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -566432.125000 Penalty: 4151.676758
	Iteration 40F: 3 clusters Score -566432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -566432.125000 Penalty: 4151.676758
	Iteration 41Q: 3 clusters Score -566432.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -566434.562500 Penalty: 4151.676758
	Iteration 42Q: 3 clusters Score -566434.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -566434.812500 Penalty: 4151.676758
	Iteration 43Q: 3 clusters Score -566434.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -566436.375000 Penalty: 4151.676758
	Iteration 44Q: 3 clusters Score -566436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -566437.750000 Penalty: 4151.676758
	Iteration 45Q: 3 clusters Score -566437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -566437.875000 Penalty: 4151.676758
	Iteration 46Q: 3 clusters Score -566437.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -566437.500000 Penalty: 4151.676758
	Iteration 47Q: 3 clusters Score -566437.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -566438.562500 Penalty: 4151.676758
	Iteration 48Q: 3 clusters Score -566438.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -566440.187500 Penalty: 4151.676758
	Iteration 49Q: 3 clusters Score -566440.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -566443.625000 Penalty: 4151.676758
	Iteration 50Q: 3 clusters Score -566443.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -566446.937500 Penalty: 4151.676758
	Iteration 51Q: 3 clusters Score -566446.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -566448.187500 Penalty: 4151.676758
	Iteration 52Q: 3 clusters Score -566448.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -566450.750000 Penalty: 4151.676758
	Iteration 53Q: 3 clusters Score -566450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -566451.812500 Penalty: 4151.676758
	Iteration 54Q: 3 clusters Score -566451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -566452.437500 Penalty: 4151.676758
	Iteration 55Q: 3 clusters Score -566452.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -566453.125000 Penalty: 4151.676758
	Iteration 56Q: 3 clusters Score -566453.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -566453.000000 Penalty: 4151.676758
	Iteration 57Q: 3 clusters Score -566453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -566453.000000 Penalty: 4151.676758
	Iteration 58F: 3 clusters Score -566453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -78841.429688 Penalty: 1606.289185
	Iteration 0F: 2 clusters Score -78841.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -77428.523438 Penalty: 3212.578369
	Iteration 0F: 3 clusters Score -77428.52 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -78299.125000 Penalty: 3212.578369
	Iteration 1F: 3 clusters Score -78299.12 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -78777.101562 Penalty: 3212.578369
	Iteration 2F: 3 clusters Score -78777.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -79105.273438 Penalty: 3212.578369
	Iteration 3F: 3 clusters Score -79105.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -79231.132812 Penalty: 3212.578369
	Iteration 4Q: 3 clusters Score -79231.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79278.953125 Penalty: 3212.578369
	Iteration 5Q: 3 clusters Score -79278.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79296.156250 Penalty: 3212.578369
	Iteration 6Q: 3 clusters Score -79296.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -79333.757812 Penalty: 3212.578369
	Iteration 7Q: 3 clusters Score -79333.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -79335.476562 Penalty: 3212.578369
	Iteration 8Q: 3 clusters Score -79335.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -79340.601562 Penalty: 3212.578369
	Iteration 9Q: 3 clusters Score -79340.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -79340.601562 Penalty: 3212.578369
	Iteration 10F: 3 clusters Score -79340.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 15533 members 
Mstep: Class 5 contains 66310 members 
Mstep: Class 6 contains 207388 members 
Mstep: Class 7 contains 51551 members 
Mstep: Class 8 contains 261681 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 43294 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 14595 members 
Mstep: Class 14 contains 7882 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210639 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18820 members 
Mstep: Class 22 contains 4644 members 
Mstep: Class 23 contains 58487 members 
Mstep: Class 24 contains 479 members 
Entering Unmasked Estep 
Score: -135798624.000000 Penalty: 82213.359375
Splitting cluster 3 changes total score from -135799968.000000 to -135798624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (15533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Entering Unmasked Estep 
Score: -2182288.750000 Penalty: 2393.379150
	Iteration 0F: 2 clusters Score -2182289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2171004.750000 Penalty: 4786.758301
	Iteration 0F: 3 clusters Score -2171005 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2174642.750000 Penalty: 4786.758301
	Iteration 1F: 3 clusters Score -2174643 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2174944.000000 Penalty: 4786.758301
	Iteration 2F: 3 clusters Score -2174944 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2175181.000000 Penalty: 4786.758301
	Iteration 3Q: 3 clusters Score -2175181 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2175347.250000 Penalty: 4786.758301
	Iteration 4Q: 3 clusters Score -2175347 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2175500.750000 Penalty: 4786.758301
	Iteration 5Q: 3 clusters Score -2175501 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2175663.750000 Penalty: 4786.758301
	Iteration 6Q: 3 clusters Score -2175664 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2175860.250000 Penalty: 4786.758301
	Iteration 7Q: 3 clusters Score -2175860 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2176091.250000 Penalty: 4786.758301
	Iteration 8Q: 3 clusters Score -2176091 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2176386.000000 Penalty: 4786.758301
	Iteration 9Q: 3 clusters Score -2176386 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2176780.750000 Penalty: 4786.758301
	Iteration 10Q: 3 clusters Score -2176781 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2177289.250000 Penalty: 4786.758301
	Iteration 11Q: 3 clusters Score -2177289 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2177904.250000 Penalty: 4786.758301
	Iteration 12F: 3 clusters Score -2177904 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2178555.250000 Penalty: 4786.758301
	Iteration 13Q: 3 clusters Score -2178555 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2179093.250000 Penalty: 4786.758301
	Iteration 14Q: 3 clusters Score -2179093 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2179454.750000 Penalty: 4786.758301
	Iteration 15Q: 3 clusters Score -2179455 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2179708.250000 Penalty: 4786.758301
	Iteration 16Q: 3 clusters Score -2179708 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2179866.000000 Penalty: 4786.758301
	Iteration 17Q: 3 clusters Score -2179866 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2179981.000000 Penalty: 4786.758301
	Iteration 18Q: 3 clusters Score -2179981 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2180062.000000 Penalty: 4786.758301
	Iteration 19Q: 3 clusters Score -2180062 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2180114.500000 Penalty: 4786.758301
	Iteration 20F: 3 clusters Score -2180114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2180145.000000 Penalty: 4786.758301
	Iteration 21Q: 3 clusters Score -2180145 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2180167.250000 Penalty: 4786.758301
	Iteration 22Q: 3 clusters Score -2180167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2180198.750000 Penalty: 4786.758301
	Iteration 23Q: 3 clusters Score -2180199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2180221.000000 Penalty: 4786.758301
	Iteration 24Q: 3 clusters Score -2180221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2180244.000000 Penalty: 4786.758301
	Iteration 25Q: 3 clusters Score -2180244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2180265.750000 Penalty: 4786.758301
	Iteration 26Q: 3 clusters Score -2180266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2180280.500000 Penalty: 4786.758301
	Iteration 27Q: 3 clusters Score -2180280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2180292.750000 Penalty: 4786.758301
	Iteration 28Q: 3 clusters Score -2180293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2180302.250000 Penalty: 4786.758301
	Iteration 29Q: 3 clusters Score -2180302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2180311.750000 Penalty: 4786.758301
	Iteration 30Q: 3 clusters Score -2180312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2180312.000000 Penalty: 4786.758301
	Iteration 31Q: 3 clusters Score -2180312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2180321.500000 Penalty: 4786.758301
	Iteration 32Q: 3 clusters Score -2180322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2180320.750000 Penalty: 4786.758301
	Iteration 33Q: 3 clusters Score -2180321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2180324.500000 Penalty: 4786.758301
	Iteration 34Q: 3 clusters Score -2180324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2180323.750000 Penalty: 4786.758301
	Iteration 35Q: 3 clusters Score -2180324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2180327.250000 Penalty: 4786.758301
	Iteration 36Q: 3 clusters Score -2180327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2180330.750000 Penalty: 4786.758301
	Iteration 37Q: 3 clusters Score -2180331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2180330.750000 Penalty: 4786.758301
	Iteration 38Q: 3 clusters Score -2180331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2180334.250000 Penalty: 4786.758301
	Iteration 39Q: 3 clusters Score -2180334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2180335.250000 Penalty: 4786.758301
	Iteration 40F: 3 clusters Score -2180335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2180338.250000 Penalty: 4786.758301
	Iteration 41Q: 3 clusters Score -2180338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2180339.250000 Penalty: 4786.758301
	Iteration 42Q: 3 clusters Score -2180339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2180339.250000 Penalty: 4786.758301
	Iteration 43Q: 3 clusters Score -2180339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2180339.250000 Penalty: 4786.758301
	Iteration 44F: 3 clusters Score -2180339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66310 members 
Entering Unmasked Estep 
Score: -9263818.000000 Penalty: 2753.319824
	Iteration 0F: 2 clusters Score -9263818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -9219388.000000 Penalty: 5506.639648
	Iteration 0F: 3 clusters Score -9219388 nChanged 30961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -9237160.000000 Penalty: 5506.639648
	Iteration 1F: 3 clusters Score -9237160 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -9237881.000000 Penalty: 5506.639648
	Iteration 2Q: 3 clusters Score -9237881 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -9238741.000000 Penalty: 5506.639648
	Iteration 3Q: 3 clusters Score -9238741 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -9239593.000000 Penalty: 5506.639648
	Iteration 4Q: 3 clusters Score -9239593 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -9240641.000000 Penalty: 5506.639648
	Iteration 5Q: 3 clusters Score -9240641 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -9241911.000000 Penalty: 5506.639648
	Iteration 6Q: 3 clusters Score -9241911 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -9243673.000000 Penalty: 5506.639648
	Iteration 7F: 3 clusters Score -9243673 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -9245926.000000 Penalty: 5506.639648
	Iteration 8F: 3 clusters Score -9245926 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -9248474.000000 Penalty: 5506.639648
	Iteration 9F: 3 clusters Score -9248474 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -9251035.000000 Penalty: 5506.639648
	Iteration 10F: 3 clusters Score -9251035 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -9253032.000000 Penalty: 5506.639648
	Iteration 11Q: 3 clusters Score -9253032 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -9254402.000000 Penalty: 5506.639648
	Iteration 12Q: 3 clusters Score -9254402 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -9255309.000000 Penalty: 5506.639648
	Iteration 13Q: 3 clusters Score -9255309 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -9255836.000000 Penalty: 5506.639648
	Iteration 14Q: 3 clusters Score -9255836 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 54255 members 
Entering Unmasked Estep 
Score: -9256311.000000 Penalty: 5506.639648
	Iteration 15Q: 3 clusters Score -9256311 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -9256763.000000 Penalty: 5506.639648
	Iteration 16Q: 3 clusters Score -9256763 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -9257192.000000 Penalty: 5506.639648
	Iteration 17Q: 3 clusters Score -9257192 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -9257720.000000 Penalty: 5506.639648
	Iteration 18Q: 3 clusters Score -9257720 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 58737 members 
Entering Unmasked Estep 
Score: -9258229.000000 Penalty: 5506.639648
	Iteration 19Q: 3 clusters Score -9258229 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 59788 members 
Entering Unmasked Estep 
Score: -9258754.000000 Penalty: 5506.639648
	Iteration 20F: 3 clusters Score -9258754 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 60766 members 
Entering Unmasked Estep 
Score: -9259263.000000 Penalty: 5506.639648
	Iteration 21Q: 3 clusters Score -9259263 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -9259773.000000 Penalty: 5506.639648
	Iteration 22Q: 3 clusters Score -9259773 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 62417 members 
Entering Unmasked Estep 
Score: -9260170.000000 Penalty: 5506.639648
	Iteration 23Q: 3 clusters Score -9260170 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -9260505.000000 Penalty: 5506.639648
	Iteration 24Q: 3 clusters Score -9260505 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 63548 members 
Entering Unmasked Estep 
Score: -9260773.000000 Penalty: 5506.639648
	Iteration 25Q: 3 clusters Score -9260773 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -9261036.000000 Penalty: 5506.639648
	Iteration 26Q: 3 clusters Score -9261036 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 64324 members 
Entering Unmasked Estep 
Score: -9261209.000000 Penalty: 5506.639648
	Iteration 27Q: 3 clusters Score -9261209 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 64577 members 
Entering Unmasked Estep 
Score: -9261314.000000 Penalty: 5506.639648
	Iteration 28Q: 3 clusters Score -9261314 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -9261424.000000 Penalty: 5506.639648
	Iteration 29Q: 3 clusters Score -9261424 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 64927 members 
Entering Unmasked Estep 
Score: -9261483.000000 Penalty: 5506.639648
	Iteration 30Q: 3 clusters Score -9261483 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 65042 members 
Entering Unmasked Estep 
Score: -9261535.000000 Penalty: 5506.639648
	Iteration 31Q: 3 clusters Score -9261535 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -9261610.000000 Penalty: 5506.639648
	Iteration 32Q: 3 clusters Score -9261610 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 65215 members 
Entering Unmasked Estep 
Score: -9261644.000000 Penalty: 5506.639648
	Iteration 33Q: 3 clusters Score -9261644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -9261653.000000 Penalty: 5506.639648
	Iteration 34Q: 3 clusters Score -9261653 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -9261670.000000 Penalty: 5506.639648
	Iteration 35Q: 3 clusters Score -9261670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 65320 members 
Entering Unmasked Estep 
Score: -9261680.000000 Penalty: 5506.639648
	Iteration 36Q: 3 clusters Score -9261680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 65336 members 
Entering Unmasked Estep 
Score: -9261692.000000 Penalty: 5506.639648
	Iteration 37Q: 3 clusters Score -9261692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 65352 members 
Entering Unmasked Estep 
Score: -9261702.000000 Penalty: 5506.639648
	Iteration 38Q: 3 clusters Score -9261702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -9261722.000000 Penalty: 5506.639648
	Iteration 39Q: 3 clusters Score -9261722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -9261725.000000 Penalty: 5506.639648
	Iteration 40F: 3 clusters Score -9261725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -9261717.000000 Penalty: 5506.639648
	Iteration 41Q: 3 clusters Score -9261717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -9261725.000000 Penalty: 5506.639648
	Iteration 42Q: 3 clusters Score -9261725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -9261735.000000 Penalty: 5506.639648
	Iteration 43Q: 3 clusters Score -9261735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 65401 members 
Entering Unmasked Estep 
Score: -9261734.000000 Penalty: 5506.639648
	Iteration 44Q: 3 clusters Score -9261734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 65404 members 
Entering Unmasked Estep 
Score: -9261733.000000 Penalty: 5506.639648
	Iteration 45Q: 3 clusters Score -9261733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 65405 members 
Entering Unmasked Estep 
Score: -9261742.000000 Penalty: 5506.639648
	Iteration 46Q: 3 clusters Score -9261742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -9261747.000000 Penalty: 5506.639648
	Iteration 47Q: 3 clusters Score -9261747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 65410 members 
Entering Unmasked Estep 
Score: -9261753.000000 Penalty: 5506.639648
	Iteration 48Q: 3 clusters Score -9261753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 65412 members 
Entering Unmasked Estep 
Score: -9261746.000000 Penalty: 5506.639648
	Iteration 49Q: 3 clusters Score -9261746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 65412 members 
Entering Unmasked Estep 
Score: -9261746.000000 Penalty: 5506.639648
	Iteration 50F: 3 clusters Score -9261746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (207388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207388 members 
Entering Unmasked Estep 
Score: -28970598.000000 Penalty: 3036.102051
	Iteration 0F: 2 clusters Score -2.89706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103666 members 
Mstep: Class 2 contains 103722 members 
Entering Unmasked Estep 
Score: -28846598.000000 Penalty: 6072.204102
	Iteration 0F: 3 clusters Score -2.88466e+07 nChanged 99725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104753 members 
Mstep: Class 2 contains 102635 members 
Entering Unmasked Estep 
Score: -28904528.000000 Penalty: 6072.204102
	Iteration 1F: 3 clusters Score -2.890453e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105412 members 
Mstep: Class 2 contains 101976 members 
Entering Unmasked Estep 
Score: -28905282.000000 Penalty: 6072.204102
	Iteration 2Q: 3 clusters Score -2.890528e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106371 members 
Mstep: Class 2 contains 101017 members 
Entering Unmasked Estep 
Score: -28906426.000000 Penalty: 6072.204102
	Iteration 3Q: 3 clusters Score -2.890643e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107826 members 
Mstep: Class 2 contains 99562 members 
Entering Unmasked Estep 
Score: -28907504.000000 Penalty: 6072.204102
	Iteration 4Q: 3 clusters Score -2.89075e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109868 members 
Mstep: Class 2 contains 97520 members 
Entering Unmasked Estep 
Score: -28909150.000000 Penalty: 6072.204102
	Iteration 5Q: 3 clusters Score -2.890915e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112810 members 
Mstep: Class 2 contains 94578 members 
Entering Unmasked Estep 
Score: -28911294.000000 Penalty: 6072.204102
	Iteration 6Q: 3 clusters Score -2.891129e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117023 members 
Mstep: Class 2 contains 90365 members 
Entering Unmasked Estep 
Score: -28914744.000000 Penalty: 6072.204102
	Iteration 7Q: 3 clusters Score -2.891474e+07 nChanged 10643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123000 members 
Mstep: Class 2 contains 84388 members 
Entering Unmasked Estep 
Score: -28920820.000000 Penalty: 6072.204102
	Iteration 8F: 3 clusters Score -2.892082e+07 nChanged 12646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130450 members 
Mstep: Class 2 contains 76938 members 
Entering Unmasked Estep 
Score: -28930070.000000 Penalty: 6072.204102
	Iteration 9F: 3 clusters Score -2.893007e+07 nChanged 14036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138170 members 
Mstep: Class 2 contains 69218 members 
Entering Unmasked Estep 
Score: -28942226.000000 Penalty: 6072.204102
	Iteration 10F: 3 clusters Score -2.894223e+07 nChanged 13036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143800 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -28952702.000000 Penalty: 6072.204102
	Iteration 11F: 3 clusters Score -2.89527e+07 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147325 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -28957420.000000 Penalty: 6072.204102
	Iteration 12Q: 3 clusters Score -2.895742e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150214 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -28959140.000000 Penalty: 6072.204102
	Iteration 13Q: 3 clusters Score -2.895914e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152991 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -28960370.000000 Penalty: 6072.204102
	Iteration 14Q: 3 clusters Score -2.896037e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155736 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -28961384.000000 Penalty: 6072.204102
	Iteration 15Q: 3 clusters Score -2.896138e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158392 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -28962200.000000 Penalty: 6072.204102
	Iteration 16Q: 3 clusters Score -2.89622e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160898 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -28962960.000000 Penalty: 6072.204102
	Iteration 17Q: 3 clusters Score -2.896296e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163239 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -28963522.000000 Penalty: 6072.204102
	Iteration 18Q: 3 clusters Score -2.896352e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165498 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -28963858.000000 Penalty: 6072.204102
	Iteration 19Q: 3 clusters Score -2.896386e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167790 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -28964404.000000 Penalty: 6072.204102
	Iteration 20F: 3 clusters Score -2.89644e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169868 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -28964672.000000 Penalty: 6072.204102
	Iteration 21Q: 3 clusters Score -2.896467e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171937 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -28964910.000000 Penalty: 6072.204102
	Iteration 22Q: 3 clusters Score -2.896491e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173946 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -28965240.000000 Penalty: 6072.204102
	Iteration 23Q: 3 clusters Score -2.896524e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175821 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -28965402.000000 Penalty: 6072.204102
	Iteration 24Q: 3 clusters Score -2.89654e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177537 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -28965500.000000 Penalty: 6072.204102
	Iteration 25Q: 3 clusters Score -2.89655e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179196 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -28965678.000000 Penalty: 6072.204102
	Iteration 26Q: 3 clusters Score -2.896568e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180708 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -28965916.000000 Penalty: 6072.204102
	Iteration 27Q: 3 clusters Score -2.896592e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182130 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -28966120.000000 Penalty: 6072.204102
	Iteration 28Q: 3 clusters Score -2.896612e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183514 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -28966112.000000 Penalty: 6072.204102
	Iteration 29Q: 3 clusters Score -2.896611e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184808 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -28966186.000000 Penalty: 6072.204102
	Iteration 30Q: 3 clusters Score -2.896619e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186044 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -28966312.000000 Penalty: 6072.204102
	Iteration 31Q: 3 clusters Score -2.896631e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187254 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -28966316.000000 Penalty: 6072.204102
	Iteration 32Q: 3 clusters Score -2.896632e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188390 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -28966378.000000 Penalty: 6072.204102
	Iteration 33Q: 3 clusters Score -2.896638e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189518 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -28966278.000000 Penalty: 6072.204102
	Iteration 34Q: 3 clusters Score -2.896628e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190576 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -28966336.000000 Penalty: 6072.204102
	Iteration 35Q: 3 clusters Score -2.896634e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191570 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -28966418.000000 Penalty: 6072.204102
	Iteration 36Q: 3 clusters Score -2.896642e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192575 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -28966424.000000 Penalty: 6072.204102
	Iteration 37Q: 3 clusters Score -2.896642e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193593 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -28966538.000000 Penalty: 6072.204102
	Iteration 38Q: 3 clusters Score -2.896654e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194629 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -28966640.000000 Penalty: 6072.204102
	Iteration 39Q: 3 clusters Score -2.896664e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195705 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -28966770.000000 Penalty: 6072.204102
	Iteration 40F: 3 clusters Score -2.896677e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196769 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -28966852.000000 Penalty: 6072.204102
	Iteration 41Q: 3 clusters Score -2.896685e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197836 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -28966978.000000 Penalty: 6072.204102
	Iteration 42Q: 3 clusters Score -2.896698e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198886 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -28967030.000000 Penalty: 6072.204102
	Iteration 43Q: 3 clusters Score -2.896703e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199889 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -28967106.000000 Penalty: 6072.204102
	Iteration 44Q: 3 clusters Score -2.896711e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200884 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -28967406.000000 Penalty: 6072.204102
	Iteration 45Q: 3 clusters Score -2.896741e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201803 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -28967606.000000 Penalty: 6072.204102
	Iteration 46Q: 3 clusters Score -2.896761e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202618 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -28967752.000000 Penalty: 6072.204102
	Iteration 47Q: 3 clusters Score -2.896775e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203349 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -28968056.000000 Penalty: 6072.204102
	Iteration 48Q: 3 clusters Score -2.896806e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203949 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -28968130.000000 Penalty: 6072.204102
	Iteration 49Q: 3 clusters Score -2.896813e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204412 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -28968238.000000 Penalty: 6072.204102
	Iteration 50Q: 3 clusters Score -2.896824e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204780 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -28968356.000000 Penalty: 6072.204102
	Iteration 51Q: 3 clusters Score -2.896836e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205086 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -28968326.000000 Penalty: 6072.204102
	Iteration 52Q: 3 clusters Score -2.896833e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205315 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -28968366.000000 Penalty: 6072.204102
	Iteration 53Q: 3 clusters Score -2.896837e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205471 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -28968378.000000 Penalty: 6072.204102
	Iteration 54Q: 3 clusters Score -2.896838e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205609 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -28968378.000000 Penalty: 6072.204102
	Iteration 55Q: 3 clusters Score -2.896838e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205718 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -28968332.000000 Penalty: 6072.204102
	Iteration 56Q: 3 clusters Score -2.896833e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205795 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -28968324.000000 Penalty: 6072.204102
	Iteration 57Q: 3 clusters Score -2.896832e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205856 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -28968336.000000 Penalty: 6072.204102
	Iteration 58Q: 3 clusters Score -2.896834e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205912 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -28968322.000000 Penalty: 6072.204102
	Iteration 59Q: 3 clusters Score -2.896832e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205954 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -28968330.000000 Penalty: 6072.204102
	Iteration 60F: 3 clusters Score -2.896833e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205994 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -28968328.000000 Penalty: 6072.204102
	Iteration 61Q: 3 clusters Score -2.896833e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206020 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -28968346.000000 Penalty: 6072.204102
	Iteration 62Q: 3 clusters Score -2.896835e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206048 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -28968328.000000 Penalty: 6072.204102
	Iteration 63Q: 3 clusters Score -2.896833e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206076 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -28968330.000000 Penalty: 6072.204102
	Iteration 64Q: 3 clusters Score -2.896833e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206089 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -28968368.000000 Penalty: 6072.204102
	Iteration 65Q: 3 clusters Score -2.896837e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206107 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -28968364.000000 Penalty: 6072.204102
	Iteration 66Q: 3 clusters Score -2.896836e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206118 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -28968374.000000 Penalty: 6072.204102
	Iteration 67Q: 3 clusters Score -2.896837e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206131 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -28968386.000000 Penalty: 6072.204102
	Iteration 68Q: 3 clusters Score -2.896839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206139 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -28968380.000000 Penalty: 6072.204102
	Iteration 69Q: 3 clusters Score -2.896838e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206154 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -28968386.000000 Penalty: 6072.204102
	Iteration 70Q: 3 clusters Score -2.896839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206164 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -28968394.000000 Penalty: 6072.204102
	Iteration 71Q: 3 clusters Score -2.896839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206170 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -28968396.000000 Penalty: 6072.204102
	Iteration 72Q: 3 clusters Score -2.89684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206177 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -28968404.000000 Penalty: 6072.204102
	Iteration 73Q: 3 clusters Score -2.89684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206190 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -28968396.000000 Penalty: 6072.204102
	Iteration 74Q: 3 clusters Score -2.89684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206202 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -28968412.000000 Penalty: 6072.204102
	Iteration 75Q: 3 clusters Score -2.896841e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206212 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -28968402.000000 Penalty: 6072.204102
	Iteration 76Q: 3 clusters Score -2.89684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206222 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -28968394.000000 Penalty: 6072.204102
	Iteration 77Q: 3 clusters Score -2.896839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206229 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -28968424.000000 Penalty: 6072.204102
	Iteration 78Q: 3 clusters Score -2.896842e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206244 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -28968422.000000 Penalty: 6072.204102
	Iteration 79Q: 3 clusters Score -2.896842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206255 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -28968434.000000 Penalty: 6072.204102
	Iteration 80F: 3 clusters Score -2.896843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206260 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -28968416.000000 Penalty: 6072.204102
	Iteration 81Q: 3 clusters Score -2.896842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206269 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -28968408.000000 Penalty: 6072.204102
	Iteration 82Q: 3 clusters Score -2.896841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206274 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -28968408.000000 Penalty: 6072.204102
	Iteration 83Q: 3 clusters Score -2.896841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206279 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -28968412.000000 Penalty: 6072.204102
	Iteration 84Q: 3 clusters Score -2.896841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206281 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -28968418.000000 Penalty: 6072.204102
	Iteration 85Q: 3 clusters Score -2.896842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206283 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -28968412.000000 Penalty: 6072.204102
	Iteration 86Q: 3 clusters Score -2.896841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206284 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -28968412.000000 Penalty: 6072.204102
	Iteration 87Q: 3 clusters Score -2.896841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206285 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -28968414.000000 Penalty: 6072.204102
	Iteration 88Q: 3 clusters Score -2.896841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206286 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -28968422.000000 Penalty: 6072.204102
	Iteration 89Q: 3 clusters Score -2.896842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206288 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -28968428.000000 Penalty: 6072.204102
	Iteration 90Q: 3 clusters Score -2.896843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206287 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -28968414.000000 Penalty: 6072.204102
	Iteration 91Q: 3 clusters Score -2.896841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206286 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -28968418.000000 Penalty: 6072.204102
	Iteration 92Q: 3 clusters Score -2.896842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206285 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -28968420.000000 Penalty: 6072.204102
	Iteration 93Q: 3 clusters Score -2.896842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206285 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -28968418.000000 Penalty: 6072.204102
	Iteration 94Q: 3 clusters Score -2.896842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206285 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -28968416.000000 Penalty: 6072.204102
	Iteration 95Q: 3 clusters Score -2.896842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206284 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -28968412.000000 Penalty: 6072.204102
	Iteration 96Q: 3 clusters Score -2.896841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206283 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -28968426.000000 Penalty: 6072.204102
	Iteration 97Q: 3 clusters Score -2.896843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206283 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -28968426.000000 Penalty: 6072.204102
	Iteration 98F: 3 clusters Score -2.896843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Entering Unmasked Estep 
Score: -6974299.000000 Penalty: 2690.880859
	Iteration 0F: 2 clusters Score -6974299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -6939632.000000 Penalty: 5381.761719
	Iteration 0F: 3 clusters Score -6939632 nChanged 23716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -6953006.500000 Penalty: 5381.761719
	Iteration 1F: 3 clusters Score -6953006 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -6953833.500000 Penalty: 5381.761719
	Iteration 2Q: 3 clusters Score -6953834 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -6954715.500000 Penalty: 5381.761719
	Iteration 3Q: 3 clusters Score -6954716 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -6955791.500000 Penalty: 5381.761719
	Iteration 4Q: 3 clusters Score -6955792 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -6956872.500000 Penalty: 5381.761719
	Iteration 5Q: 3 clusters Score -6956872 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -6957907.500000 Penalty: 5381.761719
	Iteration 6Q: 3 clusters Score -6957908 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -6958958.000000 Penalty: 5381.761719
	Iteration 7Q: 3 clusters Score -6958958 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -6960100.500000 Penalty: 5381.761719
	Iteration 8Q: 3 clusters Score -6960100 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -6961470.000000 Penalty: 5381.761719
	Iteration 9Q: 3 clusters Score -6961470 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -6963199.500000 Penalty: 5381.761719
	Iteration 10Q: 3 clusters Score -6963200 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -6965055.000000 Penalty: 5381.761719
	Iteration 11Q: 3 clusters Score -6965055 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -6966845.500000 Penalty: 5381.761719
	Iteration 12Q: 3 clusters Score -6966846 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -6968347.500000 Penalty: 5381.761719
	Iteration 13Q: 3 clusters Score -6968348 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -6969451.000000 Penalty: 5381.761719
	Iteration 14Q: 3 clusters Score -6969451 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -6970448.500000 Penalty: 5381.761719
	Iteration 15Q: 3 clusters Score -6970448 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -6971227.000000 Penalty: 5381.761719
	Iteration 16Q: 3 clusters Score -6971227 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -6971857.000000 Penalty: 5381.761719
	Iteration 17Q: 3 clusters Score -6971857 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -6972344.000000 Penalty: 5381.761719
	Iteration 18Q: 3 clusters Score -6972344 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -6972699.500000 Penalty: 5381.761719
	Iteration 19Q: 3 clusters Score -6972700 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -6972982.000000 Penalty: 5381.761719
	Iteration 20F: 3 clusters Score -6972982 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -6973160.500000 Penalty: 5381.761719
	Iteration 21Q: 3 clusters Score -6973160 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -6973277.000000 Penalty: 5381.761719
	Iteration 22Q: 3 clusters Score -6973277 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -6973359.000000 Penalty: 5381.761719
	Iteration 23Q: 3 clusters Score -6973359 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -6973388.500000 Penalty: 5381.761719
	Iteration 24Q: 3 clusters Score -6973388 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -6973440.500000 Penalty: 5381.761719
	Iteration 25Q: 3 clusters Score -6973440 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -6973440.000000 Penalty: 5381.761719
	Iteration 26Q: 3 clusters Score -6973440 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -6973471.500000 Penalty: 5381.761719
	Iteration 27Q: 3 clusters Score -6973472 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -6973488.000000 Penalty: 5381.761719
	Iteration 28Q: 3 clusters Score -6973488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -6973476.000000 Penalty: 5381.761719
	Iteration 29Q: 3 clusters Score -6973476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -6973497.500000 Penalty: 5381.761719
	Iteration 30Q: 3 clusters Score -6973498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -6973502.000000 Penalty: 5381.761719
	Iteration 31Q: 3 clusters Score -6973502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -6973516.000000 Penalty: 5381.761719
	Iteration 32Q: 3 clusters Score -6973516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -6973512.500000 Penalty: 5381.761719
	Iteration 33Q: 3 clusters Score -6973512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -6973517.000000 Penalty: 5381.761719
	Iteration 34Q: 3 clusters Score -6973517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -6973517.000000 Penalty: 5381.761719
	Iteration 35Q: 3 clusters Score -6973517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -6973510.000000 Penalty: 5381.761719
	Iteration 36Q: 3 clusters Score -6973510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -6973527.500000 Penalty: 5381.761719
	Iteration 37Q: 3 clusters Score -6973528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -6973523.500000 Penalty: 5381.761719
	Iteration 38Q: 3 clusters Score -6973524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -6973519.500000 Penalty: 5381.761719
	Iteration 39Q: 3 clusters Score -6973520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -6973524.500000 Penalty: 5381.761719
	Iteration 40F: 3 clusters Score -6973524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -6973519.500000 Penalty: 5381.761719
	Iteration 41Q: 3 clusters Score -6973520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -6973523.500000 Penalty: 5381.761719
	Iteration 42Q: 3 clusters Score -6973524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -6973531.500000 Penalty: 5381.761719
	Iteration 43Q: 3 clusters Score -6973532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -6973530.000000 Penalty: 5381.761719
	Iteration 44Q: 3 clusters Score -6973530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -6973530.000000 Penalty: 5381.761719
	Iteration 45F: 3 clusters Score -6973530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (261681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261681 members 
Entering Unmasked Estep 
Score: -35919284.000000 Penalty: 3093.770508
	Iteration 0F: 2 clusters Score -3.591928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130624 members 
Mstep: Class 2 contains 131057 members 
Entering Unmasked Estep 
Score: -35756520.000000 Penalty: 6187.541016
	Iteration 0F: 3 clusters Score -3.575652e+07 nChanged 126251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127147 members 
Mstep: Class 2 contains 134534 members 
Entering Unmasked Estep 
Score: -35830596.000000 Penalty: 6187.541016
	Iteration 1F: 3 clusters Score -3.58306e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124723 members 
Mstep: Class 2 contains 136958 members 
Entering Unmasked Estep 
Score: -35831964.000000 Penalty: 6187.541016
	Iteration 2Q: 3 clusters Score -3.583196e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120919 members 
Mstep: Class 2 contains 140762 members 
Entering Unmasked Estep 
Score: -35833596.000000 Penalty: 6187.541016
	Iteration 3Q: 3 clusters Score -3.58336e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115099 members 
Mstep: Class 2 contains 146582 members 
Entering Unmasked Estep 
Score: -35835708.000000 Penalty: 6187.541016
	Iteration 4Q: 3 clusters Score -3.583571e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106197 members 
Mstep: Class 2 contains 155484 members 
Entering Unmasked Estep 
Score: -35839560.000000 Penalty: 6187.541016
	Iteration 5Q: 3 clusters Score -3.583956e+07 nChanged 13529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93026 members 
Mstep: Class 2 contains 168655 members 
Entering Unmasked Estep 
Score: -35847080.000000 Penalty: 6187.541016
	Iteration 6F: 3 clusters Score -3.584708e+07 nChanged 18423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74701 members 
Mstep: Class 2 contains 186980 members 
Entering Unmasked Estep 
Score: -35860200.000000 Penalty: 6187.541016
	Iteration 7F: 3 clusters Score -3.58602e+07 nChanged 22547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 209509 members 
Entering Unmasked Estep 
Score: -35879564.000000 Penalty: 6187.541016
	Iteration 8F: 3 clusters Score -3.587956e+07 nChanged 22642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 232149 members 
Entering Unmasked Estep 
Score: -35898892.000000 Penalty: 6187.541016
	Iteration 9F: 3 clusters Score -3.589889e+07 nChanged 16193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 248340 members 
Entering Unmasked Estep 
Score: -35909304.000000 Penalty: 6187.541016
	Iteration 10F: 3 clusters Score -3.59093e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 256372 members 
Entering Unmasked Estep 
Score: -35913748.000000 Penalty: 6187.541016
	Iteration 11Q: 3 clusters Score -3.591375e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 259460 members 
Entering Unmasked Estep 
Score: -35915384.000000 Penalty: 6187.541016
	Iteration 12Q: 3 clusters Score -3.591538e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 260638 members 
Entering Unmasked Estep 
Score: -35916048.000000 Penalty: 6187.541016
	Iteration 13Q: 3 clusters Score -3.591605e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 261026 members 
Entering Unmasked Estep 
Score: -35916320.000000 Penalty: 6187.541016
	Iteration 14Q: 3 clusters Score -3.591632e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 261164 members 
Entering Unmasked Estep 
Score: -35916444.000000 Penalty: 6187.541016
	Iteration 15Q: 3 clusters Score -3.591644e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 261221 members 
Entering Unmasked Estep 
Score: -35916496.000000 Penalty: 6187.541016
	Iteration 16Q: 3 clusters Score -3.59165e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 261250 members 
Entering Unmasked Estep 
Score: -35916588.000000 Penalty: 6187.541016
	Iteration 17Q: 3 clusters Score -3.591659e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 261258 members 
Entering Unmasked Estep 
Score: -35916612.000000 Penalty: 6187.541016
	Iteration 18Q: 3 clusters Score -3.591661e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 261274 members 
Entering Unmasked Estep 
Score: -35916620.000000 Penalty: 6187.541016
	Iteration 19Q: 3 clusters Score -3.591662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 261277 members 
Entering Unmasked Estep 
Score: -35916636.000000 Penalty: 6187.541016
	Iteration 20F: 3 clusters Score -3.591664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 261278 members 
Entering Unmasked Estep 
Score: -35916636.000000 Penalty: 6187.541016
	Iteration 21Q: 3 clusters Score -3.591664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 261280 members 
Entering Unmasked Estep 
Score: -35916624.000000 Penalty: 6187.541016
	Iteration 22Q: 3 clusters Score -3.591662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 261283 members 
Entering Unmasked Estep 
Score: -35916620.000000 Penalty: 6187.541016
	Iteration 23Q: 3 clusters Score -3.591662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 261288 members 
Entering Unmasked Estep 
Score: -35916640.000000 Penalty: 6187.541016
	Iteration 24Q: 3 clusters Score -3.591664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 261292 members 
Entering Unmasked Estep 
Score: -35916676.000000 Penalty: 6187.541016
	Iteration 25Q: 3 clusters Score -3.591668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 261294 members 
Entering Unmasked Estep 
Score: -35916644.000000 Penalty: 6187.541016
	Iteration 26Q: 3 clusters Score -3.591664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 261295 members 
Entering Unmasked Estep 
Score: -35916652.000000 Penalty: 6187.541016
	Iteration 27Q: 3 clusters Score -3.591665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 261297 members 
Entering Unmasked Estep 
Score: -35916648.000000 Penalty: 6187.541016
	Iteration 28Q: 3 clusters Score -3.591665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 261297 members 
Entering Unmasked Estep 
Score: -35916648.000000 Penalty: 6187.541016
	Iteration 29F: 3 clusters Score -3.591665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Entering Unmasked Estep 
Score: -470657.875000 Penalty: 2028.580688
	Iteration 0F: 2 clusters Score -470657.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -467018.281250 Penalty: 4057.161377
	Iteration 0F: 3 clusters Score -467018.3 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -467811.937500 Penalty: 4057.161377
	Iteration 1F: 3 clusters Score -467811.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -467957.937500 Penalty: 4057.161377
	Iteration 2F: 3 clusters Score -467957.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -468052.250000 Penalty: 4057.161377
	Iteration 3Q: 3 clusters Score -468052.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -468116.000000 Penalty: 4057.161377
	Iteration 4Q: 3 clusters Score -468116 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -468156.062500 Penalty: 4057.161377
	Iteration 5Q: 3 clusters Score -468156.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -468201.468750 Penalty: 4057.161377
	Iteration 6Q: 3 clusters Score -468201.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -468235.812500 Penalty: 4057.161377
	Iteration 7Q: 3 clusters Score -468235.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -468255.906250 Penalty: 4057.161377
	Iteration 8Q: 3 clusters Score -468255.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -468275.437500 Penalty: 4057.161377
	Iteration 9Q: 3 clusters Score -468275.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -468297.562500 Penalty: 4057.161377
	Iteration 10Q: 3 clusters Score -468297.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -468319.843750 Penalty: 4057.161377
	Iteration 11Q: 3 clusters Score -468319.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -468337.906250 Penalty: 4057.161377
	Iteration 12Q: 3 clusters Score -468337.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -468348.687500 Penalty: 4057.161377
	Iteration 13Q: 3 clusters Score -468348.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -468357.093750 Penalty: 4057.161377
	Iteration 14Q: 3 clusters Score -468357.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -468367.468750 Penalty: 4057.161377
	Iteration 15Q: 3 clusters Score -468367.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -468379.687500 Penalty: 4057.161377
	Iteration 16Q: 3 clusters Score -468379.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -468395.562500 Penalty: 4057.161377
	Iteration 17Q: 3 clusters Score -468395.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -468408.656250 Penalty: 4057.161377
	Iteration 18Q: 3 clusters Score -468408.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -468421.000000 Penalty: 4057.161377
	Iteration 19Q: 3 clusters Score -468421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -468432.500000 Penalty: 4057.161377
	Iteration 20F: 3 clusters Score -468432.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -468445.562500 Penalty: 4057.161377
	Iteration 21Q: 3 clusters Score -468445.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -468457.968750 Penalty: 4057.161377
	Iteration 22Q: 3 clusters Score -468458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -468469.843750 Penalty: 4057.161377
	Iteration 23Q: 3 clusters Score -468469.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -468481.281250 Penalty: 4057.161377
	Iteration 24Q: 3 clusters Score -468481.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -468487.812500 Penalty: 4057.161377
	Iteration 25Q: 3 clusters Score -468487.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -468493.843750 Penalty: 4057.161377
	Iteration 26Q: 3 clusters Score -468493.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -468496.468750 Penalty: 4057.161377
	Iteration 27Q: 3 clusters Score -468496.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -468501.531250 Penalty: 4057.161377
	Iteration 28Q: 3 clusters Score -468501.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -468507.031250 Penalty: 4057.161377
	Iteration 29Q: 3 clusters Score -468507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -468510.281250 Penalty: 4057.161377
	Iteration 30Q: 3 clusters Score -468510.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -468515.187500 Penalty: 4057.161377
	Iteration 31Q: 3 clusters Score -468515.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -468522.312500 Penalty: 4057.161377
	Iteration 32Q: 3 clusters Score -468522.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -468527.968750 Penalty: 4057.161377
	Iteration 33Q: 3 clusters Score -468528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -468532.218750 Penalty: 4057.161377
	Iteration 34Q: 3 clusters Score -468532.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -468537.406250 Penalty: 4057.161377
	Iteration 35Q: 3 clusters Score -468537.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -468542.312500 Penalty: 4057.161377
	Iteration 36Q: 3 clusters Score -468542.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -468546.000000 Penalty: 4057.161377
	Iteration 37Q: 3 clusters Score -468546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -468551.812500 Penalty: 4057.161377
	Iteration 38Q: 3 clusters Score -468551.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -468557.750000 Penalty: 4057.161377
	Iteration 39Q: 3 clusters Score -468557.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -468563.156250 Penalty: 4057.161377
	Iteration 40F: 3 clusters Score -468563.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -468568.218750 Penalty: 4057.161377
	Iteration 41Q: 3 clusters Score -468568.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -468574.812500 Penalty: 4057.161377
	Iteration 42Q: 3 clusters Score -468574.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -468582.531250 Penalty: 4057.161377
	Iteration 43Q: 3 clusters Score -468582.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -468587.375000 Penalty: 4057.161377
	Iteration 44Q: 3 clusters Score -468587.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -468591.312500 Penalty: 4057.161377
	Iteration 45Q: 3 clusters Score -468591.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -468594.781250 Penalty: 4057.161377
	Iteration 46Q: 3 clusters Score -468594.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -468595.718750 Penalty: 4057.161377
	Iteration 47Q: 3 clusters Score -468595.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -468596.625000 Penalty: 4057.161377
	Iteration 48Q: 3 clusters Score -468596.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -468597.156250 Penalty: 4057.161377
	Iteration 49Q: 3 clusters Score -468597.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -468597.437500 Penalty: 4057.161377
	Iteration 50Q: 3 clusters Score -468597.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -468598.656250 Penalty: 4057.161377
	Iteration 51Q: 3 clusters Score -468598.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -468599.312500 Penalty: 4057.161377
	Iteration 52Q: 3 clusters Score -468599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -468599.218750 Penalty: 4057.161377
	Iteration 53Q: 3 clusters Score -468599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -468600.062500 Penalty: 4057.161377
	Iteration 54Q: 3 clusters Score -468600.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -468600.781250 Penalty: 4057.161377
	Iteration 55Q: 3 clusters Score -468600.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -468600.781250 Penalty: 4057.161377
	Iteration 56F: 3 clusters Score -468600.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Entering Unmasked Estep 
Score: -5850760.500000 Penalty: 2647.590820
	Iteration 0F: 2 clusters Score -5850760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -5821336.000000 Penalty: 5295.181641
	Iteration 0F: 3 clusters Score -5821336 nChanged 19877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -5832297.000000 Penalty: 5295.181641
	Iteration 1F: 3 clusters Score -5832297 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -5832812.000000 Penalty: 5295.181641
	Iteration 2Q: 3 clusters Score -5832812 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -5833461.500000 Penalty: 5295.181641
	Iteration 3Q: 3 clusters Score -5833462 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -5834303.000000 Penalty: 5295.181641
	Iteration 4Q: 3 clusters Score -5834303 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -5835473.000000 Penalty: 5295.181641
	Iteration 5F: 3 clusters Score -5835473 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -5837370.500000 Penalty: 5295.181641
	Iteration 6F: 3 clusters Score -5837370 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -5840120.500000 Penalty: 5295.181641
	Iteration 7F: 3 clusters Score -5840120 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -5843427.000000 Penalty: 5295.181641
	Iteration 8F: 3 clusters Score -5843427 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -5846105.500000 Penalty: 5295.181641
	Iteration 9F: 3 clusters Score -5846106 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -5847476.500000 Penalty: 5295.181641
	Iteration 10Q: 3 clusters Score -5847476 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -5848008.500000 Penalty: 5295.181641
	Iteration 11Q: 3 clusters Score -5848008 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -5848218.000000 Penalty: 5295.181641
	Iteration 12Q: 3 clusters Score -5848218 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -5848322.500000 Penalty: 5295.181641
	Iteration 13Q: 3 clusters Score -5848322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -5848361.500000 Penalty: 5295.181641
	Iteration 14Q: 3 clusters Score -5848362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -5848374.000000 Penalty: 5295.181641
	Iteration 15Q: 3 clusters Score -5848374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -5848394.500000 Penalty: 5295.181641
	Iteration 16Q: 3 clusters Score -5848394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -5848403.000000 Penalty: 5295.181641
	Iteration 17Q: 3 clusters Score -5848403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -5848400.000000 Penalty: 5295.181641
	Iteration 18Q: 3 clusters Score -5848400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -5848403.000000 Penalty: 5295.181641
	Iteration 19Q: 3 clusters Score -5848403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -5848403.000000 Penalty: 5295.181641
	Iteration 20F: 3 clusters Score -5848403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -118524.585938 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -118524.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -116644.289062 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -116644.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -116890.382812 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -116890.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -116985.851562 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -116985.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -117042.132812 Penalty: 3377.283447
	Iteration 3Q: 3 clusters Score -117042.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -117075.062500 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -117075.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -117091.054688 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -117091.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -117104.203125 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -117104.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -117111.710938 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -117111.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -117117.796875 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -117117.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -117128.328125 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -117128.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -117132.875000 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -117132.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -117138.250000 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -117138.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -117140.765625 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -117140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117141.484375 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -117141.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117141.484375 Penalty: 3377.283447
	Iteration 14F: 3 clusters Score -117141.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -39526.683594 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -39526.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38198.660156 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -38198.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38297.468750 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -38297.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38344.363281 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -38344.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38358.601562 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -38358.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38363.316406 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -38363.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38363.316406 Penalty: 2868.777344
	Iteration 5F: 3 clusters Score -38363.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Entering Unmasked Estep 
Score: -2007088.125000 Penalty: 2377.931641
	Iteration 0F: 2 clusters Score -2007088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1996594.500000 Penalty: 4755.863281
	Iteration 0F: 3 clusters Score -1996594 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1999819.000000 Penalty: 4755.863281
	Iteration 1F: 3 clusters Score -1999819 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2000100.625000 Penalty: 4755.863281
	Iteration 2F: 3 clusters Score -2000101 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2000322.500000 Penalty: 4755.863281
	Iteration 3Q: 3 clusters Score -2000322 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2000503.625000 Penalty: 4755.863281
	Iteration 4Q: 3 clusters Score -2000504 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2000653.625000 Penalty: 4755.863281
	Iteration 5Q: 3 clusters Score -2000654 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2000811.625000 Penalty: 4755.863281
	Iteration 6Q: 3 clusters Score -2000812 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2000985.750000 Penalty: 4755.863281
	Iteration 7Q: 3 clusters Score -2000986 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2001159.750000 Penalty: 4755.863281
	Iteration 8Q: 3 clusters Score -2001160 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2001329.375000 Penalty: 4755.863281
	Iteration 9Q: 3 clusters Score -2001329 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2001525.000000 Penalty: 4755.863281
	Iteration 10Q: 3 clusters Score -2001525 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2001781.875000 Penalty: 4755.863281
	Iteration 11Q: 3 clusters Score -2001782 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2002071.375000 Penalty: 4755.863281
	Iteration 12Q: 3 clusters Score -2002071 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2002409.250000 Penalty: 4755.863281
	Iteration 13Q: 3 clusters Score -2002409 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2002782.750000 Penalty: 4755.863281
	Iteration 14Q: 3 clusters Score -2002783 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2003158.125000 Penalty: 4755.863281
	Iteration 15Q: 3 clusters Score -2003158 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2003486.875000 Penalty: 4755.863281
	Iteration 16Q: 3 clusters Score -2003487 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2003781.125000 Penalty: 4755.863281
	Iteration 17Q: 3 clusters Score -2003781 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2004022.125000 Penalty: 4755.863281
	Iteration 18Q: 3 clusters Score -2004022 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2004220.250000 Penalty: 4755.863281
	Iteration 19Q: 3 clusters Score -2004220 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2004388.250000 Penalty: 4755.863281
	Iteration 20F: 3 clusters Score -2004388 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2004501.250000 Penalty: 4755.863281
	Iteration 21Q: 3 clusters Score -2004501 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2004607.625000 Penalty: 4755.863281
	Iteration 22Q: 3 clusters Score -2004608 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2004691.375000 Penalty: 4755.863281
	Iteration 23Q: 3 clusters Score -2004691 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2004749.750000 Penalty: 4755.863281
	Iteration 24Q: 3 clusters Score -2004750 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2004802.875000 Penalty: 4755.863281
	Iteration 25Q: 3 clusters Score -2004803 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2004841.750000 Penalty: 4755.863281
	Iteration 26Q: 3 clusters Score -2004842 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2004874.000000 Penalty: 4755.863281
	Iteration 27Q: 3 clusters Score -2004874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2004904.375000 Penalty: 4755.863281
	Iteration 28Q: 3 clusters Score -2004904 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2004932.625000 Penalty: 4755.863281
	Iteration 29Q: 3 clusters Score -2004933 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2004950.500000 Penalty: 4755.863281
	Iteration 30Q: 3 clusters Score -2004950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2004974.500000 Penalty: 4755.863281
	Iteration 31Q: 3 clusters Score -2004974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2004989.125000 Penalty: 4755.863281
	Iteration 32Q: 3 clusters Score -2004989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2005007.250000 Penalty: 4755.863281
	Iteration 33Q: 3 clusters Score -2005007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2005014.250000 Penalty: 4755.863281
	Iteration 34Q: 3 clusters Score -2005014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2005021.500000 Penalty: 4755.863281
	Iteration 35Q: 3 clusters Score -2005022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2005023.125000 Penalty: 4755.863281
	Iteration 36Q: 3 clusters Score -2005023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2005025.750000 Penalty: 4755.863281
	Iteration 37Q: 3 clusters Score -2005026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2005030.625000 Penalty: 4755.863281
	Iteration 38Q: 3 clusters Score -2005031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2005038.250000 Penalty: 4755.863281
	Iteration 39Q: 3 clusters Score -2005038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2005045.625000 Penalty: 4755.863281
	Iteration 40F: 3 clusters Score -2005046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2005056.500000 Penalty: 4755.863281
	Iteration 41Q: 3 clusters Score -2005056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2005061.875000 Penalty: 4755.863281
	Iteration 42Q: 3 clusters Score -2005062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2005070.250000 Penalty: 4755.863281
	Iteration 43Q: 3 clusters Score -2005070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2005078.125000 Penalty: 4755.863281
	Iteration 44Q: 3 clusters Score -2005078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2005088.000000 Penalty: 4755.863281
	Iteration 45Q: 3 clusters Score -2005088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2005093.875000 Penalty: 4755.863281
	Iteration 46Q: 3 clusters Score -2005094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2005097.750000 Penalty: 4755.863281
	Iteration 47Q: 3 clusters Score -2005098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2005102.375000 Penalty: 4755.863281
	Iteration 48Q: 3 clusters Score -2005102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2005106.125000 Penalty: 4755.863281
	Iteration 49Q: 3 clusters Score -2005106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2005110.125000 Penalty: 4755.863281
	Iteration 50Q: 3 clusters Score -2005110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2005110.375000 Penalty: 4755.863281
	Iteration 51Q: 3 clusters Score -2005110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2005112.000000 Penalty: 4755.863281
	Iteration 52Q: 3 clusters Score -2005112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2005111.375000 Penalty: 4755.863281
	Iteration 53Q: 3 clusters Score -2005111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2005113.875000 Penalty: 4755.863281
	Iteration 54Q: 3 clusters Score -2005114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2005113.875000 Penalty: 4755.863281
	Iteration 55F: 3 clusters Score -2005114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Entering Unmasked Estep 
Score: -1129495.750000 Penalty: 2225.139404
	Iteration 0F: 2 clusters Score -1129496 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 3949 members 
Entering Unmasked Estep 
Score: -1123139.250000 Penalty: 4450.278809
	Iteration 0F: 3 clusters Score -1123139 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1124768.375000 Penalty: 4450.278809
	Iteration 1F: 3 clusters Score -1124768 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1125034.125000 Penalty: 4450.278809
	Iteration 2F: 3 clusters Score -1125034 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1125221.125000 Penalty: 4450.278809
	Iteration 3F: 3 clusters Score -1125221 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1125355.500000 Penalty: 4450.278809
	Iteration 4Q: 3 clusters Score -1125356 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1125464.375000 Penalty: 4450.278809
	Iteration 5Q: 3 clusters Score -1125464 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1125556.875000 Penalty: 4450.278809
	Iteration 6Q: 3 clusters Score -1125557 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1125634.250000 Penalty: 4450.278809
	Iteration 7Q: 3 clusters Score -1125634 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1125709.375000 Penalty: 4450.278809
	Iteration 8Q: 3 clusters Score -1125709 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1125775.000000 Penalty: 4450.278809
	Iteration 9Q: 3 clusters Score -1125775 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1125850.000000 Penalty: 4450.278809
	Iteration 10Q: 3 clusters Score -1125850 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1125930.375000 Penalty: 4450.278809
	Iteration 11Q: 3 clusters Score -1125930 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1126021.375000 Penalty: 4450.278809
	Iteration 12Q: 3 clusters Score -1126021 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1126118.125000 Penalty: 4450.278809
	Iteration 13Q: 3 clusters Score -1126118 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1126245.625000 Penalty: 4450.278809
	Iteration 14Q: 3 clusters Score -1126246 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1126400.875000 Penalty: 4450.278809
	Iteration 15Q: 3 clusters Score -1126401 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1126588.750000 Penalty: 4450.278809
	Iteration 16Q: 3 clusters Score -1126589 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1126775.875000 Penalty: 4450.278809
	Iteration 17Q: 3 clusters Score -1126776 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1126944.250000 Penalty: 4450.278809
	Iteration 18Q: 3 clusters Score -1126944 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1127084.375000 Penalty: 4450.278809
	Iteration 19Q: 3 clusters Score -1127084 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1127171.125000 Penalty: 4450.278809
	Iteration 20F: 3 clusters Score -1127171 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1127228.750000 Penalty: 4450.278809
	Iteration 21Q: 3 clusters Score -1127229 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1127260.500000 Penalty: 4450.278809
	Iteration 22Q: 3 clusters Score -1127260 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1127282.625000 Penalty: 4450.278809
	Iteration 23Q: 3 clusters Score -1127283 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1127306.250000 Penalty: 4450.278809
	Iteration 24Q: 3 clusters Score -1127306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1127319.125000 Penalty: 4450.278809
	Iteration 25Q: 3 clusters Score -1127319 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1127328.750000 Penalty: 4450.278809
	Iteration 26Q: 3 clusters Score -1127329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1127335.000000 Penalty: 4450.278809
	Iteration 27Q: 3 clusters Score -1127335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1127340.250000 Penalty: 4450.278809
	Iteration 28Q: 3 clusters Score -1127340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1127341.125000 Penalty: 4450.278809
	Iteration 29Q: 3 clusters Score -1127341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1127346.000000 Penalty: 4450.278809
	Iteration 30Q: 3 clusters Score -1127346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1127348.250000 Penalty: 4450.278809
	Iteration 31Q: 3 clusters Score -1127348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1127351.125000 Penalty: 4450.278809
	Iteration 32Q: 3 clusters Score -1127351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1127350.375000 Penalty: 4450.278809
	Iteration 33Q: 3 clusters Score -1127350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1127354.750000 Penalty: 4450.278809
	Iteration 34Q: 3 clusters Score -1127355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1127355.500000 Penalty: 4450.278809
	Iteration 35Q: 3 clusters Score -1127356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1127356.250000 Penalty: 4450.278809
	Iteration 36Q: 3 clusters Score -1127356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1127357.000000 Penalty: 4450.278809
	Iteration 37Q: 3 clusters Score -1127357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1127357.750000 Penalty: 4450.278809
	Iteration 38Q: 3 clusters Score -1127358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1127357.750000 Penalty: 4450.278809
	Iteration 39F: 3 clusters Score -1127358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -42973.218750 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -42973.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41637.097656 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -41637.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41724.742188 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -41724.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41755.804688 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -41755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41760.738281 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -41760.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41762.058594 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -41762.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41762.058594 Penalty: 2906.950195
	Iteration 5F: 3 clusters Score -41762.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -73882.804688 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -73882.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72306.875000 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -72306.88 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72521.195312 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -72521.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -72602.453125 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -72602.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72652.007812 Penalty: 3183.509033
	Iteration 3Q: 3 clusters Score -72652.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72688.937500 Penalty: 3183.509033
	Iteration 4Q: 3 clusters Score -72688.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72712.015625 Penalty: 3183.509033
	Iteration 5Q: 3 clusters Score -72712.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72721.867188 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -72721.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -72731.046875 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -72731.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72738.218750 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -72738.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72740.343750 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -72740.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72741.398438 Penalty: 3183.509033
	Iteration 10Q: 3 clusters Score -72741.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72741.398438 Penalty: 3183.509033
	Iteration 11F: 3 clusters Score -72741.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (210639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210639 members 
Entering Unmasked Estep 
Score: -29374422.000000 Penalty: 3039.959473
	Iteration 0F: 2 clusters Score -2.937442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105118 members 
Mstep: Class 2 contains 105521 members 
Entering Unmasked Estep 
Score: -29251732.000000 Penalty: 6079.918945
	Iteration 0F: 3 clusters Score -2.925173e+07 nChanged 100991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101033 members 
Mstep: Class 2 contains 109606 members 
Entering Unmasked Estep 
Score: -29311542.000000 Penalty: 6079.918945
	Iteration 1F: 3 clusters Score -2.931154e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 112347 members 
Entering Unmasked Estep 
Score: -29312942.000000 Penalty: 6079.918945
	Iteration 2Q: 3 clusters Score -2.931294e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94037 members 
Mstep: Class 2 contains 116602 members 
Entering Unmasked Estep 
Score: -29314802.000000 Penalty: 6079.918945
	Iteration 3Q: 3 clusters Score -2.93148e+07 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87450 members 
Mstep: Class 2 contains 123189 members 
Entering Unmasked Estep 
Score: -29317950.000000 Penalty: 6079.918945
	Iteration 4Q: 3 clusters Score -2.931795e+07 nChanged 11475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77775 members 
Mstep: Class 2 contains 132864 members 
Entering Unmasked Estep 
Score: -29323282.000000 Penalty: 6079.918945
	Iteration 5F: 3 clusters Score -2.932328e+07 nChanged 14403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64786 members 
Mstep: Class 2 contains 145853 members 
Entering Unmasked Estep 
Score: -29331478.000000 Penalty: 6079.918945
	Iteration 6F: 3 clusters Score -2.933148e+07 nChanged 16348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 161067 members 
Entering Unmasked Estep 
Score: -29342396.000000 Penalty: 6079.918945
	Iteration 7F: 3 clusters Score -2.93424e+07 nChanged 15094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 175375 members 
Entering Unmasked Estep 
Score: -29352928.000000 Penalty: 6079.918945
	Iteration 8F: 3 clusters Score -2.935293e+07 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 185806 members 
Entering Unmasked Estep 
Score: -29360580.000000 Penalty: 6079.918945
	Iteration 9F: 3 clusters Score -2.936058e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 192295 members 
Entering Unmasked Estep 
Score: -29365354.000000 Penalty: 6079.918945
	Iteration 10Q: 3 clusters Score -2.936535e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 196535 members 
Entering Unmasked Estep 
Score: -29368014.000000 Penalty: 6079.918945
	Iteration 11Q: 3 clusters Score -2.936801e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 199431 members 
Entering Unmasked Estep 
Score: -29369544.000000 Penalty: 6079.918945
	Iteration 12Q: 3 clusters Score -2.936954e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 201599 members 
Entering Unmasked Estep 
Score: -29370518.000000 Penalty: 6079.918945
	Iteration 13Q: 3 clusters Score -2.937052e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 203253 members 
Entering Unmasked Estep 
Score: -29371196.000000 Penalty: 6079.918945
	Iteration 14Q: 3 clusters Score -2.93712e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 204502 members 
Entering Unmasked Estep 
Score: -29371680.000000 Penalty: 6079.918945
	Iteration 15Q: 3 clusters Score -2.937168e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 205425 members 
Entering Unmasked Estep 
Score: -29371940.000000 Penalty: 6079.918945
	Iteration 16Q: 3 clusters Score -2.937194e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 206117 members 
Entering Unmasked Estep 
Score: -29372108.000000 Penalty: 6079.918945
	Iteration 17Q: 3 clusters Score -2.937211e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 206655 members 
Entering Unmasked Estep 
Score: -29372278.000000 Penalty: 6079.918945
	Iteration 18Q: 3 clusters Score -2.937228e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 207080 members 
Entering Unmasked Estep 
Score: -29372462.000000 Penalty: 6079.918945
	Iteration 19Q: 3 clusters Score -2.937246e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 207413 members 
Entering Unmasked Estep 
Score: -29372560.000000 Penalty: 6079.918945
	Iteration 20F: 3 clusters Score -2.937256e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 207666 members 
Entering Unmasked Estep 
Score: -29372588.000000 Penalty: 6079.918945
	Iteration 21Q: 3 clusters Score -2.937259e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 207858 members 
Entering Unmasked Estep 
Score: -29372614.000000 Penalty: 6079.918945
	Iteration 22Q: 3 clusters Score -2.937261e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 208027 members 
Entering Unmasked Estep 
Score: -29372688.000000 Penalty: 6079.918945
	Iteration 23Q: 3 clusters Score -2.937269e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 208164 members 
Entering Unmasked Estep 
Score: -29372652.000000 Penalty: 6079.918945
	Iteration 24Q: 3 clusters Score -2.937265e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 208280 members 
Entering Unmasked Estep 
Score: -29372670.000000 Penalty: 6079.918945
	Iteration 25Q: 3 clusters Score -2.937267e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 208368 members 
Entering Unmasked Estep 
Score: -29372600.000000 Penalty: 6079.918945
	Iteration 26Q: 3 clusters Score -2.93726e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 208438 members 
Entering Unmasked Estep 
Score: -29372576.000000 Penalty: 6079.918945
	Iteration 27Q: 3 clusters Score -2.937258e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 208490 members 
Entering Unmasked Estep 
Score: -29372546.000000 Penalty: 6079.918945
	Iteration 28Q: 3 clusters Score -2.937255e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 208538 members 
Entering Unmasked Estep 
Score: -29372564.000000 Penalty: 6079.918945
	Iteration 29Q: 3 clusters Score -2.937256e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 208588 members 
Entering Unmasked Estep 
Score: -29372618.000000 Penalty: 6079.918945
	Iteration 30Q: 3 clusters Score -2.937262e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 208645 members 
Entering Unmasked Estep 
Score: -29372624.000000 Penalty: 6079.918945
	Iteration 31Q: 3 clusters Score -2.937262e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 208681 members 
Entering Unmasked Estep 
Score: -29372668.000000 Penalty: 6079.918945
	Iteration 32Q: 3 clusters Score -2.937267e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 208711 members 
Entering Unmasked Estep 
Score: -29372660.000000 Penalty: 6079.918945
	Iteration 33Q: 3 clusters Score -2.937266e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 208737 members 
Entering Unmasked Estep 
Score: -29372684.000000 Penalty: 6079.918945
	Iteration 34Q: 3 clusters Score -2.937268e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 208764 members 
Entering Unmasked Estep 
Score: -29372724.000000 Penalty: 6079.918945
	Iteration 35Q: 3 clusters Score -2.937272e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 208786 members 
Entering Unmasked Estep 
Score: -29372714.000000 Penalty: 6079.918945
	Iteration 36Q: 3 clusters Score -2.937271e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 208812 members 
Entering Unmasked Estep 
Score: -29372748.000000 Penalty: 6079.918945
	Iteration 37Q: 3 clusters Score -2.937275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 208826 members 
Entering Unmasked Estep 
Score: -29372730.000000 Penalty: 6079.918945
	Iteration 38Q: 3 clusters Score -2.937273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 208837 members 
Entering Unmasked Estep 
Score: -29372728.000000 Penalty: 6079.918945
	Iteration 39Q: 3 clusters Score -2.937273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 208852 members 
Entering Unmasked Estep 
Score: -29372724.000000 Penalty: 6079.918945
	Iteration 40F: 3 clusters Score -2.937272e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 208870 members 
Entering Unmasked Estep 
Score: -29372740.000000 Penalty: 6079.918945
	Iteration 41Q: 3 clusters Score -2.937274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 208882 members 
Entering Unmasked Estep 
Score: -29372738.000000 Penalty: 6079.918945
	Iteration 42Q: 3 clusters Score -2.937274e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 208893 members 
Entering Unmasked Estep 
Score: -29372762.000000 Penalty: 6079.918945
	Iteration 43Q: 3 clusters Score -2.937276e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 208904 members 
Entering Unmasked Estep 
Score: -29372772.000000 Penalty: 6079.918945
	Iteration 44Q: 3 clusters Score -2.937277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 208916 members 
Entering Unmasked Estep 
Score: -29372774.000000 Penalty: 6079.918945
	Iteration 45Q: 3 clusters Score -2.937277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 208926 members 
Entering Unmasked Estep 
Score: -29372756.000000 Penalty: 6079.918945
	Iteration 46Q: 3 clusters Score -2.937276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 208930 members 
Entering Unmasked Estep 
Score: -29372746.000000 Penalty: 6079.918945
	Iteration 47Q: 3 clusters Score -2.937275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 208934 members 
Entering Unmasked Estep 
Score: -29372734.000000 Penalty: 6079.918945
	Iteration 48Q: 3 clusters Score -2.937273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 208938 members 
Entering Unmasked Estep 
Score: -29372732.000000 Penalty: 6079.918945
	Iteration 49Q: 3 clusters Score -2.937273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 208939 members 
Entering Unmasked Estep 
Score: -29372738.000000 Penalty: 6079.918945
	Iteration 50Q: 3 clusters Score -2.937274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 208942 members 
Entering Unmasked Estep 
Score: -29372740.000000 Penalty: 6079.918945
	Iteration 51Q: 3 clusters Score -2.937274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 208945 members 
Entering Unmasked Estep 
Score: -29372756.000000 Penalty: 6079.918945
	Iteration 52Q: 3 clusters Score -2.937276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 208950 members 
Entering Unmasked Estep 
Score: -29372752.000000 Penalty: 6079.918945
	Iteration 53Q: 3 clusters Score -2.937275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 208956 members 
Entering Unmasked Estep 
Score: -29372738.000000 Penalty: 6079.918945
	Iteration 54Q: 3 clusters Score -2.937274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 208959 members 
Entering Unmasked Estep 
Score: -29372728.000000 Penalty: 6079.918945
	Iteration 55Q: 3 clusters Score -2.937273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 208963 members 
Entering Unmasked Estep 
Score: -29372736.000000 Penalty: 6079.918945
	Iteration 56Q: 3 clusters Score -2.937274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 208965 members 
Entering Unmasked Estep 
Score: -29372718.000000 Penalty: 6079.918945
	Iteration 57Q: 3 clusters Score -2.937272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 208967 members 
Entering Unmasked Estep 
Score: -29372728.000000 Penalty: 6079.918945
	Iteration 58Q: 3 clusters Score -2.937273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 208969 members 
Entering Unmasked Estep 
Score: -29372716.000000 Penalty: 6079.918945
	Iteration 59Q: 3 clusters Score -2.937272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 208968 members 
Entering Unmasked Estep 
Score: -29372720.000000 Penalty: 6079.918945
	Iteration 60F: 3 clusters Score -2.937272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -55809.894531 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -55809.89 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 220 members 
Entering Unmasked Estep 
Score: -54318.250000 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -54318.25 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54469.628906 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -54469.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54536.703125 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -54536.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54583.828125 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -54583.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54603.398438 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -54603.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -54618.429688 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -54618.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54623.566406 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -54623.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -54631.757812 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -54631.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54640.433594 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -54640.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54644.203125 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -54644.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54644.203125 Penalty: 3024.645020
	Iteration 10F: 3 clusters Score -54644.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -30874.060547 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -30874.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29666.785156 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -29666.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29759.107422 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -29759.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29784.585938 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -29784.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29799.433594 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -29799.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29799.433594 Penalty: 2765.670898
	Iteration 4F: 3 clusters Score -29799.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -117419.617188 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -117419.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -115545.882812 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -115545.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -115773.992188 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -115774 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -115833.914062 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -115833.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -115874.054688 Penalty: 3369.002930
	Iteration 3Q: 3 clusters Score -115874.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -115899.421875 Penalty: 3369.002930
	Iteration 4Q: 3 clusters Score -115899.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -115917.812500 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -115917.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -115926.562500 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -115926.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -115933.101562 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -115933.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -115939.320312 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -115939.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -115947.132812 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -115947.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -115958.367188 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -115958.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -115965.632812 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -115965.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -115970.992188 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -115971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -115974.875000 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -115974.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -115985.984375 Penalty: 3369.002930
	Iteration 14Q: 3 clusters Score -115986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -116000.968750 Penalty: 3369.002930
	Iteration 15Q: 3 clusters Score -116001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -116013.234375 Penalty: 3369.002930
	Iteration 16Q: 3 clusters Score -116013.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -116026.671875 Penalty: 3369.002930
	Iteration 17Q: 3 clusters Score -116026.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -116039.273438 Penalty: 3369.002930
	Iteration 18Q: 3 clusters Score -116039.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -116048.875000 Penalty: 3369.002930
	Iteration 19Q: 3 clusters Score -116048.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -116058.070312 Penalty: 3369.002930
	Iteration 20F: 3 clusters Score -116058.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -116063.679688 Penalty: 3369.002930
	Iteration 21Q: 3 clusters Score -116063.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -116068.453125 Penalty: 3369.002930
	Iteration 22Q: 3 clusters Score -116068.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -116070.328125 Penalty: 3369.002930
	Iteration 23Q: 3 clusters Score -116070.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -116075.390625 Penalty: 3369.002930
	Iteration 24Q: 3 clusters Score -116075.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -116083.640625 Penalty: 3369.002930
	Iteration 25Q: 3 clusters Score -116083.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -116100.078125 Penalty: 3369.002930
	Iteration 26Q: 3 clusters Score -116100.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -116109.726562 Penalty: 3369.002930
	Iteration 27Q: 3 clusters Score -116109.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -116121.164062 Penalty: 3369.002930
	Iteration 28Q: 3 clusters Score -116121.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -116137.945312 Penalty: 3369.002930
	Iteration 29Q: 3 clusters Score -116137.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -116151.367188 Penalty: 3369.002930
	Iteration 30Q: 3 clusters Score -116151.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -116159.367188 Penalty: 3369.002930
	Iteration 31Q: 3 clusters Score -116159.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116165.742188 Penalty: 3369.002930
	Iteration 32Q: 3 clusters Score -116165.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -116173.140625 Penalty: 3369.002930
	Iteration 33Q: 3 clusters Score -116173.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -116186.156250 Penalty: 3369.002930
	Iteration 34Q: 3 clusters Score -116186.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -116191.132812 Penalty: 3369.002930
	Iteration 35Q: 3 clusters Score -116191.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -116194.015625 Penalty: 3369.002930
	Iteration 36Q: 3 clusters Score -116194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -116196.765625 Penalty: 3369.002930
	Iteration 37Q: 3 clusters Score -116196.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -116200.375000 Penalty: 3369.002930
	Iteration 38Q: 3 clusters Score -116200.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -116200.375000 Penalty: 3369.002930
	Iteration 39F: 3 clusters Score -116200.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Entering Unmasked Estep 
Score: -2508088.250000 Penalty: 2440.983398
	Iteration 0F: 2 clusters Score -2508088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2494736.750000 Penalty: 4881.966797
	Iteration 0F: 3 clusters Score -2494737 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2499216.000000 Penalty: 4881.966797
	Iteration 1F: 3 clusters Score -2499216 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2499732.750000 Penalty: 4881.966797
	Iteration 2F: 3 clusters Score -2499733 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2500180.750000 Penalty: 4881.966797
	Iteration 3F: 3 clusters Score -2500181 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2500626.250000 Penalty: 4881.966797
	Iteration 4F: 3 clusters Score -2500626 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2501035.750000 Penalty: 4881.966797
	Iteration 5Q: 3 clusters Score -2501036 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2501468.250000 Penalty: 4881.966797
	Iteration 6Q: 3 clusters Score -2501468 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2501940.750000 Penalty: 4881.966797
	Iteration 7Q: 3 clusters Score -2501941 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2502470.750000 Penalty: 4881.966797
	Iteration 8Q: 3 clusters Score -2502471 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2503043.750000 Penalty: 4881.966797
	Iteration 9Q: 3 clusters Score -2503044 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2503580.750000 Penalty: 4881.966797
	Iteration 10Q: 3 clusters Score -2503581 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2504000.250000 Penalty: 4881.966797
	Iteration 11Q: 3 clusters Score -2504000 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2504356.250000 Penalty: 4881.966797
	Iteration 12Q: 3 clusters Score -2504356 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2504693.000000 Penalty: 4881.966797
	Iteration 13Q: 3 clusters Score -2504693 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2505010.500000 Penalty: 4881.966797
	Iteration 14Q: 3 clusters Score -2505010 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2505224.000000 Penalty: 4881.966797
	Iteration 15Q: 3 clusters Score -2505224 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2505406.750000 Penalty: 4881.966797
	Iteration 16Q: 3 clusters Score -2505407 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2505535.250000 Penalty: 4881.966797
	Iteration 17Q: 3 clusters Score -2505535 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2505630.000000 Penalty: 4881.966797
	Iteration 18Q: 3 clusters Score -2505630 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2505704.500000 Penalty: 4881.966797
	Iteration 19Q: 3 clusters Score -2505704 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2505754.750000 Penalty: 4881.966797
	Iteration 20F: 3 clusters Score -2505755 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2505798.500000 Penalty: 4881.966797
	Iteration 21Q: 3 clusters Score -2505798 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2505842.750000 Penalty: 4881.966797
	Iteration 22Q: 3 clusters Score -2505843 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2505870.000000 Penalty: 4881.966797
	Iteration 23Q: 3 clusters Score -2505870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2505894.750000 Penalty: 4881.966797
	Iteration 24Q: 3 clusters Score -2505895 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2505926.250000 Penalty: 4881.966797
	Iteration 25Q: 3 clusters Score -2505926 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2505955.000000 Penalty: 4881.966797
	Iteration 26Q: 3 clusters Score -2505955 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2505984.000000 Penalty: 4881.966797
	Iteration 27Q: 3 clusters Score -2505984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2505997.500000 Penalty: 4881.966797
	Iteration 28Q: 3 clusters Score -2505998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2506012.750000 Penalty: 4881.966797
	Iteration 29Q: 3 clusters Score -2506013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2506025.750000 Penalty: 4881.966797
	Iteration 30Q: 3 clusters Score -2506026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2506038.250000 Penalty: 4881.966797
	Iteration 31Q: 3 clusters Score -2506038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2506047.750000 Penalty: 4881.966797
	Iteration 32Q: 3 clusters Score -2506048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2506061.500000 Penalty: 4881.966797
	Iteration 33Q: 3 clusters Score -2506062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2506068.000000 Penalty: 4881.966797
	Iteration 34Q: 3 clusters Score -2506068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2506073.750000 Penalty: 4881.966797
	Iteration 35Q: 3 clusters Score -2506074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2506082.000000 Penalty: 4881.966797
	Iteration 36Q: 3 clusters Score -2506082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2506086.750000 Penalty: 4881.966797
	Iteration 37Q: 3 clusters Score -2506087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2506092.000000 Penalty: 4881.966797
	Iteration 38Q: 3 clusters Score -2506092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2506097.500000 Penalty: 4881.966797
	Iteration 39Q: 3 clusters Score -2506098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2506105.750000 Penalty: 4881.966797
	Iteration 40F: 3 clusters Score -2506106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2506108.250000 Penalty: 4881.966797
	Iteration 41Q: 3 clusters Score -2506108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2506119.500000 Penalty: 4881.966797
	Iteration 42Q: 3 clusters Score -2506120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2506123.000000 Penalty: 4881.966797
	Iteration 43Q: 3 clusters Score -2506123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2506128.000000 Penalty: 4881.966797
	Iteration 44Q: 3 clusters Score -2506128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2506131.250000 Penalty: 4881.966797
	Iteration 45Q: 3 clusters Score -2506131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2506134.250000 Penalty: 4881.966797
	Iteration 46Q: 3 clusters Score -2506134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2506137.500000 Penalty: 4881.966797
	Iteration 47Q: 3 clusters Score -2506138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2506136.000000 Penalty: 4881.966797
	Iteration 48Q: 3 clusters Score -2506136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2506136.750000 Penalty: 4881.966797
	Iteration 49Q: 3 clusters Score -2506137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2506140.750000 Penalty: 4881.966797
	Iteration 50Q: 3 clusters Score -2506141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2506142.750000 Penalty: 4881.966797
	Iteration 51Q: 3 clusters Score -2506143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2506143.000000 Penalty: 4881.966797
	Iteration 52Q: 3 clusters Score -2506143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2506145.000000 Penalty: 4881.966797
	Iteration 53Q: 3 clusters Score -2506145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2506151.500000 Penalty: 4881.966797
	Iteration 54Q: 3 clusters Score -2506152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2506152.000000 Penalty: 4881.966797
	Iteration 55Q: 3 clusters Score -2506152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2506148.250000 Penalty: 4881.966797
	Iteration 56Q: 3 clusters Score -2506148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2506148.250000 Penalty: 4881.966797
	Iteration 57F: 3 clusters Score -2506148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Entering Unmasked Estep 
Score: -603375.375000 Penalty: 2093.946289
	Iteration 0F: 2 clusters Score -603375.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -599094.125000 Penalty: 4187.892578
	Iteration 0F: 3 clusters Score -599094.1 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -600057.500000 Penalty: 4187.892578
	Iteration 1F: 3 clusters Score -600057.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -600250.562500 Penalty: 4187.892578
	Iteration 2F: 3 clusters Score -600250.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -600387.500000 Penalty: 4187.892578
	Iteration 3F: 3 clusters Score -600387.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -600469.250000 Penalty: 4187.892578
	Iteration 4Q: 3 clusters Score -600469.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -600531.500000 Penalty: 4187.892578
	Iteration 5Q: 3 clusters Score -600531.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -600584.562500 Penalty: 4187.892578
	Iteration 6Q: 3 clusters Score -600584.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -600640.437500 Penalty: 4187.892578
	Iteration 7Q: 3 clusters Score -600640.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -600686.375000 Penalty: 4187.892578
	Iteration 8Q: 3 clusters Score -600686.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -600720.000000 Penalty: 4187.892578
	Iteration 9Q: 3 clusters Score -600720 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -600747.000000 Penalty: 4187.892578
	Iteration 10Q: 3 clusters Score -600747 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -600774.812500 Penalty: 4187.892578
	Iteration 11Q: 3 clusters Score -600774.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -600809.562500 Penalty: 4187.892578
	Iteration 12Q: 3 clusters Score -600809.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -600843.812500 Penalty: 4187.892578
	Iteration 13Q: 3 clusters Score -600843.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -600861.000000 Penalty: 4187.892578
	Iteration 14Q: 3 clusters Score -600861 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -600880.437500 Penalty: 4187.892578
	Iteration 15Q: 3 clusters Score -600880.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -600893.437500 Penalty: 4187.892578
	Iteration 16Q: 3 clusters Score -600893.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -600905.937500 Penalty: 4187.892578
	Iteration 17Q: 3 clusters Score -600905.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -600913.812500 Penalty: 4187.892578
	Iteration 18Q: 3 clusters Score -600913.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -600921.750000 Penalty: 4187.892578
	Iteration 19Q: 3 clusters Score -600921.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -600936.437500 Penalty: 4187.892578
	Iteration 20F: 3 clusters Score -600936.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -600946.562500 Penalty: 4187.892578
	Iteration 21Q: 3 clusters Score -600946.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -600957.437500 Penalty: 4187.892578
	Iteration 22Q: 3 clusters Score -600957.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -600967.750000 Penalty: 4187.892578
	Iteration 23Q: 3 clusters Score -600967.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -600976.250000 Penalty: 4187.892578
	Iteration 24Q: 3 clusters Score -600976.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -600985.562500 Penalty: 4187.892578
	Iteration 25Q: 3 clusters Score -600985.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -600999.562500 Penalty: 4187.892578
	Iteration 26Q: 3 clusters Score -600999.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -601012.062500 Penalty: 4187.892578
	Iteration 27Q: 3 clusters Score -601012.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -601022.875000 Penalty: 4187.892578
	Iteration 28Q: 3 clusters Score -601022.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -601028.500000 Penalty: 4187.892578
	Iteration 29Q: 3 clusters Score -601028.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -601035.062500 Penalty: 4187.892578
	Iteration 30Q: 3 clusters Score -601035.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -601038.625000 Penalty: 4187.892578
	Iteration 31Q: 3 clusters Score -601038.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -601041.062500 Penalty: 4187.892578
	Iteration 32Q: 3 clusters Score -601041.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -601045.562500 Penalty: 4187.892578
	Iteration 33Q: 3 clusters Score -601045.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -601050.312500 Penalty: 4187.892578
	Iteration 34Q: 3 clusters Score -601050.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -601059.625000 Penalty: 4187.892578
	Iteration 35Q: 3 clusters Score -601059.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -601069.500000 Penalty: 4187.892578
	Iteration 36Q: 3 clusters Score -601069.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -601080.937500 Penalty: 4187.892578
	Iteration 37Q: 3 clusters Score -601080.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -601088.687500 Penalty: 4187.892578
	Iteration 38Q: 3 clusters Score -601088.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -601097.187500 Penalty: 4187.892578
	Iteration 39Q: 3 clusters Score -601097.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -601105.625000 Penalty: 4187.892578
	Iteration 40F: 3 clusters Score -601105.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -601113.500000 Penalty: 4187.892578
	Iteration 41Q: 3 clusters Score -601113.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -601123.562500 Penalty: 4187.892578
	Iteration 42Q: 3 clusters Score -601123.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -601131.000000 Penalty: 4187.892578
	Iteration 43Q: 3 clusters Score -601131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -601139.750000 Penalty: 4187.892578
	Iteration 44Q: 3 clusters Score -601139.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -601145.375000 Penalty: 4187.892578
	Iteration 45Q: 3 clusters Score -601145.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -601147.500000 Penalty: 4187.892578
	Iteration 46Q: 3 clusters Score -601147.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -601149.437500 Penalty: 4187.892578
	Iteration 47Q: 3 clusters Score -601149.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -601153.250000 Penalty: 4187.892578
	Iteration 48Q: 3 clusters Score -601153.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -601155.625000 Penalty: 4187.892578
	Iteration 49Q: 3 clusters Score -601155.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -601159.125000 Penalty: 4187.892578
	Iteration 50Q: 3 clusters Score -601159.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -601164.312500 Penalty: 4187.892578
	Iteration 51Q: 3 clusters Score -601164.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -601173.125000 Penalty: 4187.892578
	Iteration 52Q: 3 clusters Score -601173.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -601179.812500 Penalty: 4187.892578
	Iteration 53Q: 3 clusters Score -601179.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -601190.437500 Penalty: 4187.892578
	Iteration 54Q: 3 clusters Score -601190.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -601198.312500 Penalty: 4187.892578
	Iteration 55Q: 3 clusters Score -601198.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -601204.687500 Penalty: 4187.892578
	Iteration 56Q: 3 clusters Score -601204.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -601210.312500 Penalty: 4187.892578
	Iteration 57Q: 3 clusters Score -601210.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -601217.062500 Penalty: 4187.892578
	Iteration 58Q: 3 clusters Score -601217.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -601226.687500 Penalty: 4187.892578
	Iteration 59Q: 3 clusters Score -601226.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -601236.437500 Penalty: 4187.892578
	Iteration 60F: 3 clusters Score -601236.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -601244.562500 Penalty: 4187.892578
	Iteration 61Q: 3 clusters Score -601244.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -601254.812500 Penalty: 4187.892578
	Iteration 62Q: 3 clusters Score -601254.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -601266.750000 Penalty: 4187.892578
	Iteration 63Q: 3 clusters Score -601266.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -601281.375000 Penalty: 4187.892578
	Iteration 64Q: 3 clusters Score -601281.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -601295.625000 Penalty: 4187.892578
	Iteration 65Q: 3 clusters Score -601295.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -601309.062500 Penalty: 4187.892578
	Iteration 66Q: 3 clusters Score -601309.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -601321.687500 Penalty: 4187.892578
	Iteration 67Q: 3 clusters Score -601321.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -601335.937500 Penalty: 4187.892578
	Iteration 68Q: 3 clusters Score -601335.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -601351.125000 Penalty: 4187.892578
	Iteration 69Q: 3 clusters Score -601351.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -601367.750000 Penalty: 4187.892578
	Iteration 70Q: 3 clusters Score -601367.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -601379.125000 Penalty: 4187.892578
	Iteration 71Q: 3 clusters Score -601379.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -601393.250000 Penalty: 4187.892578
	Iteration 72Q: 3 clusters Score -601393.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -601408.125000 Penalty: 4187.892578
	Iteration 73Q: 3 clusters Score -601408.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -601427.437500 Penalty: 4187.892578
	Iteration 74Q: 3 clusters Score -601427.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -601451.375000 Penalty: 4187.892578
	Iteration 75Q: 3 clusters Score -601451.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -601477.875000 Penalty: 4187.892578
	Iteration 76Q: 3 clusters Score -601477.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -601509.875000 Penalty: 4187.892578
	Iteration 77Q: 3 clusters Score -601509.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -601534.937500 Penalty: 4187.892578
	Iteration 78Q: 3 clusters Score -601534.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -601551.750000 Penalty: 4187.892578
	Iteration 79Q: 3 clusters Score -601551.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -601572.375000 Penalty: 4187.892578
	Iteration 80F: 3 clusters Score -601572.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -601587.687500 Penalty: 4187.892578
	Iteration 81Q: 3 clusters Score -601587.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -601604.375000 Penalty: 4187.892578
	Iteration 82Q: 3 clusters Score -601604.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -601623.437500 Penalty: 4187.892578
	Iteration 83Q: 3 clusters Score -601623.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -601630.375000 Penalty: 4187.892578
	Iteration 84Q: 3 clusters Score -601630.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -601636.625000 Penalty: 4187.892578
	Iteration 85Q: 3 clusters Score -601636.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -601650.250000 Penalty: 4187.892578
	Iteration 86Q: 3 clusters Score -601650.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -601663.875000 Penalty: 4187.892578
	Iteration 87Q: 3 clusters Score -601663.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -601679.437500 Penalty: 4187.892578
	Iteration 88Q: 3 clusters Score -601679.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -601696.062500 Penalty: 4187.892578
	Iteration 89Q: 3 clusters Score -601696.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -601704.562500 Penalty: 4187.892578
	Iteration 90Q: 3 clusters Score -601704.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -601713.562500 Penalty: 4187.892578
	Iteration 91Q: 3 clusters Score -601713.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -601718.750000 Penalty: 4187.892578
	Iteration 92Q: 3 clusters Score -601718.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -601726.687500 Penalty: 4187.892578
	Iteration 93Q: 3 clusters Score -601726.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -601735.375000 Penalty: 4187.892578
	Iteration 94Q: 3 clusters Score -601735.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -601738.187500 Penalty: 4187.892578
	Iteration 95Q: 3 clusters Score -601738.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -601741.375000 Penalty: 4187.892578
	Iteration 96Q: 3 clusters Score -601741.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -601744.312500 Penalty: 4187.892578
	Iteration 97Q: 3 clusters Score -601744.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -601746.187500 Penalty: 4187.892578
	Iteration 98Q: 3 clusters Score -601746.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -601747.937500 Penalty: 4187.892578
	Iteration 99Q: 3 clusters Score -601747.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -601749.875000 Penalty: 4187.892578
	Iteration 100F: 3 clusters Score -601749.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -601754.937500 Penalty: 4187.892578
	Iteration 101Q: 3 clusters Score -601754.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -601757.000000 Penalty: 4187.892578
	Iteration 102Q: 3 clusters Score -601757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -601759.125000 Penalty: 4187.892578
	Iteration 103Q: 3 clusters Score -601759.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -601759.437500 Penalty: 4187.892578
	Iteration 104Q: 3 clusters Score -601759.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -601761.750000 Penalty: 4187.892578
	Iteration 105Q: 3 clusters Score -601761.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -601761.750000 Penalty: 4187.892578
	Iteration 106F: 3 clusters Score -601761.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (58487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Entering Unmasked Estep 
Score: -8151151.500000 Penalty: 2722.186768
	Iteration 0F: 2 clusters Score -8151152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -8111605.500000 Penalty: 5444.373535
	Iteration 0F: 3 clusters Score -8111606 nChanged 27398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -8127038.500000 Penalty: 5444.373535
	Iteration 1F: 3 clusters Score -8127038 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -8127711.000000 Penalty: 5444.373535
	Iteration 2Q: 3 clusters Score -8127711 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -8128450.000000 Penalty: 5444.373535
	Iteration 3Q: 3 clusters Score -8128450 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -8129499.000000 Penalty: 5444.373535
	Iteration 4Q: 3 clusters Score -8129499 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -8131078.000000 Penalty: 5444.373535
	Iteration 5F: 3 clusters Score -8131078 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -8133528.000000 Penalty: 5444.373535
	Iteration 6F: 3 clusters Score -8133528 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -8137046.500000 Penalty: 5444.373535
	Iteration 7F: 3 clusters Score -8137046 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -8141301.500000 Penalty: 5444.373535
	Iteration 8F: 3 clusters Score -8141302 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -8145152.500000 Penalty: 5444.373535
	Iteration 9F: 3 clusters Score -8145152 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -8147470.500000 Penalty: 5444.373535
	Iteration 10Q: 3 clusters Score -8147470 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -8148487.000000 Penalty: 5444.373535
	Iteration 11Q: 3 clusters Score -8148487 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -8148907.500000 Penalty: 5444.373535
	Iteration 12Q: 3 clusters Score -8148908 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -8149071.000000 Penalty: 5444.373535
	Iteration 13Q: 3 clusters Score -8149071 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -8149170.500000 Penalty: 5444.373535
	Iteration 14Q: 3 clusters Score -8149170 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -8149210.500000 Penalty: 5444.373535
	Iteration 15Q: 3 clusters Score -8149210 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -8149283.000000 Penalty: 5444.373535
	Iteration 16Q: 3 clusters Score -8149283 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -8149302.000000 Penalty: 5444.373535
	Iteration 17Q: 3 clusters Score -8149302 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -8149319.000000 Penalty: 5444.373535
	Iteration 18Q: 3 clusters Score -8149319 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -8149336.500000 Penalty: 5444.373535
	Iteration 19Q: 3 clusters Score -8149336 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -8149370.500000 Penalty: 5444.373535
	Iteration 20F: 3 clusters Score -8149370 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -8149371.500000 Penalty: 5444.373535
	Iteration 21Q: 3 clusters Score -8149372 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -8149398.000000 Penalty: 5444.373535
	Iteration 22Q: 3 clusters Score -8149398 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8149406.000000 Penalty: 5444.373535
	Iteration 23Q: 3 clusters Score -8149406 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -8149408.500000 Penalty: 5444.373535
	Iteration 24Q: 3 clusters Score -8149408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -8149419.000000 Penalty: 5444.373535
	Iteration 25Q: 3 clusters Score -8149419 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -8149416.500000 Penalty: 5444.373535
	Iteration 26Q: 3 clusters Score -8149416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -8149441.000000 Penalty: 5444.373535
	Iteration 27Q: 3 clusters Score -8149441 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -8149469.500000 Penalty: 5444.373535
	Iteration 28Q: 3 clusters Score -8149470 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -8149482.000000 Penalty: 5444.373535
	Iteration 29Q: 3 clusters Score -8149482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -8149485.500000 Penalty: 5444.373535
	Iteration 30Q: 3 clusters Score -8149486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -8149516.500000 Penalty: 5444.373535
	Iteration 31Q: 3 clusters Score -8149516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -8149517.500000 Penalty: 5444.373535
	Iteration 32Q: 3 clusters Score -8149518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8149524.000000 Penalty: 5444.373535
	Iteration 33Q: 3 clusters Score -8149524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -8149518.000000 Penalty: 5444.373535
	Iteration 34Q: 3 clusters Score -8149518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8149517.000000 Penalty: 5444.373535
	Iteration 35Q: 3 clusters Score -8149517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8149533.500000 Penalty: 5444.373535
	Iteration 36Q: 3 clusters Score -8149534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -8149532.000000 Penalty: 5444.373535
	Iteration 37Q: 3 clusters Score -8149532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -8149543.500000 Penalty: 5444.373535
	Iteration 38Q: 3 clusters Score -8149544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -8149573.500000 Penalty: 5444.373535
	Iteration 39Q: 3 clusters Score -8149574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -8149566.500000 Penalty: 5444.373535
	Iteration 40F: 3 clusters Score -8149566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -8149576.500000 Penalty: 5444.373535
	Iteration 41Q: 3 clusters Score -8149576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8149578.000000 Penalty: 5444.373535
	Iteration 42Q: 3 clusters Score -8149578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8149574.000000 Penalty: 5444.373535
	Iteration 43Q: 3 clusters Score -8149574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8149572.000000 Penalty: 5444.373535
	Iteration 44Q: 3 clusters Score -8149572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -8149572.000000 Penalty: 5444.373535
	Iteration 45Q: 3 clusters Score -8149572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -8149575.500000 Penalty: 5444.373535
	Iteration 46Q: 3 clusters Score -8149576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -8149565.000000 Penalty: 5444.373535
	Iteration 47Q: 3 clusters Score -8149565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8149565.500000 Penalty: 5444.373535
	Iteration 48Q: 3 clusters Score -8149566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56346 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -8149567.500000 Penalty: 5444.373535
	Iteration 49Q: 3 clusters Score -8149568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56346 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -8149567.500000 Penalty: 5444.373535
	Iteration 50F: 3 clusters Score -8149568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 15533 members 
Mstep: Class 5 contains 66310 members 
Mstep: Class 6 contains 207388 members 
Mstep: Class 7 contains 51551 members 
Mstep: Class 8 contains 261681 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 43294 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 14595 members 
Mstep: Class 14 contains 7882 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210639 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18820 members 
Mstep: Class 22 contains 4644 members 
Mstep: Class 23 contains 58487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799920.000000 Penalty: 78787.804688
Iteration 199Q: 24 clusters Score -1.357999e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15531 members 
Mstep: Class 5 contains 66354 members 
Mstep: Class 6 contains 207394 members 
Mstep: Class 7 contains 51553 members 
Mstep: Class 8 contains 261881 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 43266 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 14395 members 
Mstep: Class 14 contains 7882 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210629 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18823 members 
Mstep: Class 22 contains 4646 members 
Mstep: Class 23 contains 58473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799824.000000 Penalty: 78787.804688
Iteration 200F: 24 clusters Score -1.357998e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15532 members 
Mstep: Class 5 contains 66408 members 
Mstep: Class 6 contains 207387 members 
Mstep: Class 7 contains 51552 members 
Mstep: Class 8 contains 262094 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 43239 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 14204 members 
Mstep: Class 14 contains 7883 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210607 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18821 members 
Mstep: Class 22 contains 4645 members 
Mstep: Class 23 contains 58455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799952.000000 Penalty: 78787.804688
Iteration 201Q: 24 clusters Score -1.358e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15532 members 
Mstep: Class 5 contains 66450 members 
Mstep: Class 6 contains 207387 members 
Mstep: Class 7 contains 51549 members 
Mstep: Class 8 contains 262329 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 43212 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 13990 members 
Mstep: Class 14 contains 7884 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210586 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18819 members 
Mstep: Class 22 contains 4641 members 
Mstep: Class 23 contains 58450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800032.000000 Penalty: 78787.804688
Iteration 202Q: 24 clusters Score -1.358e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15527 members 
Mstep: Class 5 contains 66484 members 
Mstep: Class 6 contains 207391 members 
Mstep: Class 7 contains 51549 members 
Mstep: Class 8 contains 262544 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 43177 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 13802 members 
Mstep: Class 14 contains 7885 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210564 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18816 members 
Mstep: Class 22 contains 4640 members 
Mstep: Class 23 contains 58449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799904.000000 Penalty: 78787.804688
Iteration 203Q: 24 clusters Score -1.357999e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15527 members 
Mstep: Class 5 contains 66507 members 
Mstep: Class 6 contains 207379 members 
Mstep: Class 7 contains 51553 members 
Mstep: Class 8 contains 262794 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 43142 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 13602 members 
Mstep: Class 14 contains 7885 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210543 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18816 members 
Mstep: Class 22 contains 4640 members 
Mstep: Class 23 contains 58444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799856.000000 Penalty: 78787.804688
Iteration 204Q: 24 clusters Score -1.357999e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 4316 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15519 members 
Mstep: Class 5 contains 66527 members 
Mstep: Class 6 contains 207383 members 
Mstep: Class 7 contains 51548 members 
Mstep: Class 8 contains 263000 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 43110 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 13451 members 
Mstep: Class 14 contains 7885 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210520 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18817 members 
Mstep: Class 22 contains 4635 members 
Mstep: Class 23 contains 58440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800096.000000 Penalty: 78787.804688
Iteration 205Q: 24 clusters Score -1.358001e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 66533 members 
Mstep: Class 6 contains 207368 members 
Mstep: Class 7 contains 51545 members 
Mstep: Class 8 contains 263226 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 43080 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 13314 members 
Mstep: Class 14 contains 7885 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210505 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18818 members 
Mstep: Class 22 contains 4635 members 
Mstep: Class 23 contains 58418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800032.000000 Penalty: 78787.804688
Iteration 206Q: 24 clusters Score -1.358e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 4311 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 66563 members 
Mstep: Class 6 contains 207347 members 
Mstep: Class 7 contains 51545 members 
Mstep: Class 8 contains 263419 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 43055 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 13184 members 
Mstep: Class 14 contains 7885 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210491 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18812 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 58396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799840.000000 Penalty: 78787.804688
Iteration 207Q: 24 clusters Score -1.357998e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 4310 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15514 members 
Mstep: Class 5 contains 66595 members 
Mstep: Class 6 contains 207334 members 
Mstep: Class 7 contains 51543 members 
Mstep: Class 8 contains 263602 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 43030 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 13060 members 
Mstep: Class 14 contains 7885 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210469 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18811 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 58375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800000.000000 Penalty: 78787.804688
Iteration 208Q: 24 clusters Score -1.358e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 4310 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 66630 members 
Mstep: Class 6 contains 207319 members 
Mstep: Class 7 contains 51546 members 
Mstep: Class 8 contains 263778 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 43007 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 12939 members 
Mstep: Class 14 contains 7886 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210452 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18810 members 
Mstep: Class 22 contains 4633 members 
Mstep: Class 23 contains 58343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799904.000000 Penalty: 78787.804688
Iteration 209Q: 24 clusters Score -1.357999e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 4310 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15508 members 
Mstep: Class 5 contains 66663 members 
Mstep: Class 6 contains 207298 members 
Mstep: Class 7 contains 51546 members 
Mstep: Class 8 contains 263956 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 42986 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 12816 members 
Mstep: Class 14 contains 7887 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210449 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18810 members 
Mstep: Class 22 contains 4629 members 
Mstep: Class 23 contains 58312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135799936.000000 Penalty: 78787.804688
Iteration 210Q: 24 clusters Score -1.357999e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 4310 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15506 members 
Mstep: Class 5 contains 66690 members 
Mstep: Class 6 contains 207285 members 
Mstep: Class 7 contains 51546 members 
Mstep: Class 8 contains 264151 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 42952 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 12691 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210435 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18807 members 
Mstep: Class 22 contains 4625 members 
Mstep: Class 23 contains 58286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800080.000000 Penalty: 78787.804688
Iteration 211Q: 24 clusters Score -1.358001e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 4310 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15508 members 
Mstep: Class 5 contains 66722 members 
Mstep: Class 6 contains 207260 members 
Mstep: Class 7 contains 51551 members 
Mstep: Class 8 contains 264332 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 42930 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 12561 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210419 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18806 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 58263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800112.000000 Penalty: 78787.804688
Iteration 212Q: 24 clusters Score -1.358001e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 4310 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 66737 members 
Mstep: Class 6 contains 207228 members 
Mstep: Class 7 contains 51551 members 
Mstep: Class 8 contains 264545 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 42903 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 12417 members 
Mstep: Class 14 contains 7892 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 210419 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18805 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 58236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800016.000000 Penalty: 78787.804688
Iteration 213Q: 24 clusters Score -1.358e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 4311 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15516 members 
Mstep: Class 5 contains 66774 members 
Mstep: Class 6 contains 207215 members 
Mstep: Class 7 contains 51551 members 
Mstep: Class 8 contains 264733 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 42871 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 12264 members 
Mstep: Class 14 contains 7894 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210423 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18801 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 58208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800048.000000 Penalty: 78787.804688
Iteration 214Q: 24 clusters Score -1.358e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 4311 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15519 members 
Mstep: Class 5 contains 66820 members 
Mstep: Class 6 contains 207210 members 
Mstep: Class 7 contains 51553 members 
Mstep: Class 8 contains 264885 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 42850 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 12137 members 
Mstep: Class 14 contains 7893 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210416 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18801 members 
Mstep: Class 22 contains 4620 members 
Mstep: Class 23 contains 58168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800240.000000 Penalty: 78787.804688
Iteration 215Q: 24 clusters Score -1.358002e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 4311 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15515 members 
Mstep: Class 5 contains 66859 members 
Mstep: Class 6 contains 207212 members 
Mstep: Class 7 contains 51557 members 
Mstep: Class 8 contains 265025 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 42829 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 12017 members 
Mstep: Class 14 contains 7892 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210415 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18802 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 58137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800368.000000 Penalty: 78787.804688
Iteration 216Q: 24 clusters Score -1.358004e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 4311 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15514 members 
Mstep: Class 5 contains 66883 members 
Mstep: Class 6 contains 207213 members 
Mstep: Class 7 contains 51557 members 
Mstep: Class 8 contains 265169 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 42801 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 11918 members 
Mstep: Class 14 contains 7893 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210406 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18803 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 58105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800272.000000 Penalty: 78787.804688
Iteration 217Q: 24 clusters Score -1.358003e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 4311 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 66902 members 
Mstep: Class 6 contains 207207 members 
Mstep: Class 7 contains 51557 members 
Mstep: Class 8 contains 265312 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 42781 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 11824 members 
Mstep: Class 14 contains 7897 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210395 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18804 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 58079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800160.000000 Penalty: 78787.804688
Iteration 218Q: 24 clusters Score -1.358002e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 4310 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15507 members 
Mstep: Class 5 contains 66900 members 
Mstep: Class 6 contains 207209 members 
Mstep: Class 7 contains 51557 members 
Mstep: Class 8 contains 265454 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 42766 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 11728 members 
Mstep: Class 14 contains 7901 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210390 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18802 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 58059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800112.000000 Penalty: 78787.804688
Iteration 219Q: 24 clusters Score -1.358001e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 4311 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15507 members 
Mstep: Class 5 contains 66903 members 
Mstep: Class 6 contains 207209 members 
Mstep: Class 7 contains 51552 members 
Mstep: Class 8 contains 265610 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 42747 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 11640 members 
Mstep: Class 14 contains 7903 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210374 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18802 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 58031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800128.000000 Penalty: 78787.804688
Iteration 220F: 24 clusters Score -1.358001e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 4310 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15506 members 
Mstep: Class 5 contains 66888 members 
Mstep: Class 6 contains 207202 members 
Mstep: Class 7 contains 51555 members 
Mstep: Class 8 contains 265770 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 42735 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 11549 members 
Mstep: Class 14 contains 7905 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210375 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18801 members 
Mstep: Class 22 contains 4611 members 
Mstep: Class 23 contains 58006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800224.000000 Penalty: 78787.804688
Iteration 221Q: 24 clusters Score -1.358002e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 4309 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15502 members 
Mstep: Class 5 contains 66879 members 
Mstep: Class 6 contains 207193 members 
Mstep: Class 7 contains 51558 members 
Mstep: Class 8 contains 265894 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 42725 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 11472 members 
Mstep: Class 14 contains 7908 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210383 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18799 members 
Mstep: Class 22 contains 4611 members 
Mstep: Class 23 contains 57986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800256.000000 Penalty: 78787.804688
Iteration 222Q: 24 clusters Score -1.358003e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 4308 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15501 members 
Mstep: Class 5 contains 66883 members 
Mstep: Class 6 contains 207189 members 
Mstep: Class 7 contains 51559 members 
Mstep: Class 8 contains 266025 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 42707 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 11392 members 
Mstep: Class 14 contains 7908 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210381 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18799 members 
Mstep: Class 22 contains 4611 members 
Mstep: Class 23 contains 57962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800544.000000 Penalty: 78787.804688
Iteration 223Q: 24 clusters Score -1.358005e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 4307 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15501 members 
Mstep: Class 5 contains 66883 members 
Mstep: Class 6 contains 207189 members 
Mstep: Class 7 contains 51559 members 
Mstep: Class 8 contains 266151 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 42695 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 11303 members 
Mstep: Class 14 contains 7908 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210381 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18799 members 
Mstep: Class 22 contains 4612 members 
Mstep: Class 23 contains 57938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800560.000000 Penalty: 78787.804688
Iteration 224Q: 24 clusters Score -1.358006e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 4306 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15502 members 
Mstep: Class 5 contains 66874 members 
Mstep: Class 6 contains 207183 members 
Mstep: Class 7 contains 51560 members 
Mstep: Class 8 contains 266304 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 42688 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 11216 members 
Mstep: Class 14 contains 7909 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210377 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18798 members 
Mstep: Class 22 contains 4610 members 
Mstep: Class 23 contains 57898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800432.000000 Penalty: 78787.804688
Iteration 225Q: 24 clusters Score -1.358004e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 4306 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15509 members 
Mstep: Class 5 contains 66872 members 
Mstep: Class 6 contains 207181 members 
Mstep: Class 7 contains 51562 members 
Mstep: Class 8 contains 266430 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 42679 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 11128 members 
Mstep: Class 14 contains 7910 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210373 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18797 members 
Mstep: Class 22 contains 4611 members 
Mstep: Class 23 contains 57867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800528.000000 Penalty: 78787.804688
Iteration 226Q: 24 clusters Score -1.358005e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 4306 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 66858 members 
Mstep: Class 6 contains 207182 members 
Mstep: Class 7 contains 51561 members 
Mstep: Class 8 contains 266556 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 42668 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 11069 members 
Mstep: Class 14 contains 7910 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210363 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18798 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 57835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800544.000000 Penalty: 78787.804688
Iteration 227Q: 24 clusters Score -1.358005e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 4306 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 66834 members 
Mstep: Class 6 contains 207186 members 
Mstep: Class 7 contains 51563 members 
Mstep: Class 8 contains 266687 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 42654 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 11013 members 
Mstep: Class 14 contains 7910 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210354 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18798 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 57805 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 228Q: 24 clusters Score -1.358004e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 4306 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 66806 members 
Mstep: Class 6 contains 207190 members 
Mstep: Class 7 contains 51562 members 
Mstep: Class 8 contains 266827 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 42640 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 10951 members 
Mstep: Class 14 contains 7910 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210341 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18797 members 
Mstep: Class 22 contains 4611 members 
Mstep: Class 23 contains 57780 members 
Entering Unmasked Estep 
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Iteration 229Q: 24 clusters Score -1.358005e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 4305 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 66779 members 
Mstep: Class 6 contains 207188 members 
Mstep: Class 7 contains 51563 members 
Mstep: Class 8 contains 266967 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 42632 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 10889 members 
Mstep: Class 14 contains 7910 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210337 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18796 members 
Mstep: Class 22 contains 4610 members 
Mstep: Class 23 contains 57751 members 
Entering Unmasked Estep 
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Iteration 230Q: 24 clusters Score -1.358005e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 4305 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 66762 members 
Mstep: Class 6 contains 207188 members 
Mstep: Class 7 contains 51564 members 
Mstep: Class 8 contains 267075 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 42622 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 7911 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210339 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18800 members 
Mstep: Class 22 contains 4610 members 
Mstep: Class 23 contains 57719 members 
Entering Unmasked Estep 
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Score: -135800464.000000 Penalty: 78787.804688
Iteration 231Q: 24 clusters Score -1.358005e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 4305 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15514 members 
Mstep: Class 5 contains 66747 members 
Mstep: Class 6 contains 207183 members 
Mstep: Class 7 contains 51564 members 
Mstep: Class 8 contains 267197 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 42601 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 10778 members 
Mstep: Class 14 contains 7913 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210335 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18797 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 57701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800384.000000 Penalty: 78787.804688
Iteration 232Q: 24 clusters Score -1.358004e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 4305 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15515 members 
Mstep: Class 5 contains 66727 members 
Mstep: Class 6 contains 207191 members 
Mstep: Class 7 contains 51563 members 
Mstep: Class 8 contains 267327 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 42584 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 10710 members 
Mstep: Class 14 contains 7914 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210334 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18796 members 
Mstep: Class 22 contains 4610 members 
Mstep: Class 23 contains 57672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800304.000000 Penalty: 78787.804688
Iteration 233Q: 24 clusters Score -1.358003e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 4303 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15522 members 
Mstep: Class 5 contains 66703 members 
Mstep: Class 6 contains 207192 members 
Mstep: Class 7 contains 51565 members 
Mstep: Class 8 contains 267452 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 42577 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 10650 members 
Mstep: Class 14 contains 7916 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210328 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18795 members 
Mstep: Class 22 contains 4610 members 
Mstep: Class 23 contains 57641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800368.000000 Penalty: 78787.804688
Iteration 234Q: 24 clusters Score -1.358004e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 4303 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15523 members 
Mstep: Class 5 contains 66669 members 
Mstep: Class 6 contains 207194 members 
Mstep: Class 7 contains 51564 members 
Mstep: Class 8 contains 267589 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 42565 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 10585 members 
Mstep: Class 14 contains 7919 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210333 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18795 members 
Mstep: Class 22 contains 4608 members 
Mstep: Class 23 contains 57606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800512.000000 Penalty: 78787.804688
Iteration 235Q: 24 clusters Score -1.358005e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15522 members 
Mstep: Class 5 contains 66650 members 
Mstep: Class 6 contains 207189 members 
Mstep: Class 7 contains 51563 members 
Mstep: Class 8 contains 267723 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 42549 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 10521 members 
Mstep: Class 14 contains 7921 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210333 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18795 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 57573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800576.000000 Penalty: 78787.804688
Iteration 236Q: 24 clusters Score -1.358006e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15520 members 
Mstep: Class 5 contains 66625 members 
Mstep: Class 6 contains 207195 members 
Mstep: Class 7 contains 51564 members 
Mstep: Class 8 contains 267845 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 42537 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 10460 members 
Mstep: Class 14 contains 7922 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210340 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18793 members 
Mstep: Class 22 contains 4605 members 
Mstep: Class 23 contains 57541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800512.000000 Penalty: 78787.804688
Iteration 237Q: 24 clusters Score -1.358005e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15523 members 
Mstep: Class 5 contains 66618 members 
Mstep: Class 6 contains 207199 members 
Mstep: Class 7 contains 51564 members 
Mstep: Class 8 contains 267945 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 42528 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 10402 members 
Mstep: Class 14 contains 7923 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210345 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18793 members 
Mstep: Class 22 contains 4606 members 
Mstep: Class 23 contains 57506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800544.000000 Penalty: 78787.804688
Iteration 238Q: 24 clusters Score -1.358005e+08 nChanged 213
Entering ConstructFrom: 
Score: -135800544.000000 Penalty: 78787.804688
Entering ConstructFrom: 
Trying to split cluster 1 (23925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Entering Unmasked Estep 
Score: -3341821.750000 Penalty: 2500.504395
	Iteration 0F: 2 clusters Score -3341822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -3325187.000000 Penalty: 5001.008789
	Iteration 0F: 3 clusters Score -3325187 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -3331179.750000 Penalty: 5001.008789
	Iteration 1F: 3 clusters Score -3331180 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3331627.750000 Penalty: 5001.008789
	Iteration 2F: 3 clusters Score -3331628 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -3331996.750000 Penalty: 5001.008789
	Iteration 3Q: 3 clusters Score -3331997 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -3332300.000000 Penalty: 5001.008789
	Iteration 4Q: 3 clusters Score -3332300 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3332637.000000 Penalty: 5001.008789
	Iteration 5Q: 3 clusters Score -3332637 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3332936.750000 Penalty: 5001.008789
	Iteration 6Q: 3 clusters Score -3332937 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3333303.250000 Penalty: 5001.008789
	Iteration 7Q: 3 clusters Score -3333303 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3333740.500000 Penalty: 5001.008789
	Iteration 8Q: 3 clusters Score -3333740 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -3334263.250000 Penalty: 5001.008789
	Iteration 9Q: 3 clusters Score -3334263 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -3334900.500000 Penalty: 5001.008789
	Iteration 10Q: 3 clusters Score -3334900 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3335603.500000 Penalty: 5001.008789
	Iteration 11Q: 3 clusters Score -3335604 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3336355.250000 Penalty: 5001.008789
	Iteration 12Q: 3 clusters Score -3336355 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -3337031.000000 Penalty: 5001.008789
	Iteration 13Q: 3 clusters Score -3337031 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -3337566.000000 Penalty: 5001.008789
	Iteration 14Q: 3 clusters Score -3337566 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -3338030.750000 Penalty: 5001.008789
	Iteration 15Q: 3 clusters Score -3338031 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3338443.000000 Penalty: 5001.008789
	Iteration 16Q: 3 clusters Score -3338443 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -3338731.750000 Penalty: 5001.008789
	Iteration 17Q: 3 clusters Score -3338732 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -3338928.250000 Penalty: 5001.008789
	Iteration 18Q: 3 clusters Score -3338928 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -3339071.500000 Penalty: 5001.008789
	Iteration 19Q: 3 clusters Score -3339072 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -3339193.500000 Penalty: 5001.008789
	Iteration 20F: 3 clusters Score -3339194 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -3339289.750000 Penalty: 5001.008789
	Iteration 21Q: 3 clusters Score -3339290 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -3339387.000000 Penalty: 5001.008789
	Iteration 22Q: 3 clusters Score -3339387 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -3339458.250000 Penalty: 5001.008789
	Iteration 23Q: 3 clusters Score -3339458 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -3339505.000000 Penalty: 5001.008789
	Iteration 24Q: 3 clusters Score -3339505 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3339540.000000 Penalty: 5001.008789
	Iteration 25Q: 3 clusters Score -3339540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -3339567.000000 Penalty: 5001.008789
	Iteration 26Q: 3 clusters Score -3339567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -3339580.500000 Penalty: 5001.008789
	Iteration 27Q: 3 clusters Score -3339580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -3339585.750000 Penalty: 5001.008789
	Iteration 28Q: 3 clusters Score -3339586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -3339593.000000 Penalty: 5001.008789
	Iteration 29Q: 3 clusters Score -3339593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -3339610.500000 Penalty: 5001.008789
	Iteration 30Q: 3 clusters Score -3339610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3339618.500000 Penalty: 5001.008789
	Iteration 31Q: 3 clusters Score -3339618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -3339629.250000 Penalty: 5001.008789
	Iteration 32Q: 3 clusters Score -3339629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -3339642.750000 Penalty: 5001.008789
	Iteration 33Q: 3 clusters Score -3339643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -3339653.250000 Penalty: 5001.008789
	Iteration 34Q: 3 clusters Score -3339653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -3339660.750000 Penalty: 5001.008789
	Iteration 35Q: 3 clusters Score -3339661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -3339665.500000 Penalty: 5001.008789
	Iteration 36Q: 3 clusters Score -3339666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -3339665.750000 Penalty: 5001.008789
	Iteration 37Q: 3 clusters Score -3339666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3339672.750000 Penalty: 5001.008789
	Iteration 38Q: 3 clusters Score -3339673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -3339679.750000 Penalty: 5001.008789
	Iteration 39Q: 3 clusters Score -3339680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -3339677.250000 Penalty: 5001.008789
	Iteration 40F: 3 clusters Score -3339677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -3339684.500000 Penalty: 5001.008789
	Iteration 41Q: 3 clusters Score -3339684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3339684.250000 Penalty: 5001.008789
	Iteration 42Q: 3 clusters Score -3339684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -3339683.500000 Penalty: 5001.008789
	Iteration 43Q: 3 clusters Score -3339684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3339683.000000 Penalty: 5001.008789
	Iteration 44Q: 3 clusters Score -3339683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -3339684.750000 Penalty: 5001.008789
	Iteration 45Q: 3 clusters Score -3339685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -3339685.750000 Penalty: 5001.008789
	Iteration 46Q: 3 clusters Score -3339686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -3339688.250000 Penalty: 5001.008789
	Iteration 47Q: 3 clusters Score -3339688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -3339692.000000 Penalty: 5001.008789
	Iteration 48Q: 3 clusters Score -3339692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -3339692.500000 Penalty: 5001.008789
	Iteration 49Q: 3 clusters Score -3339692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -3339692.500000 Penalty: 5001.008789
	Iteration 50F: 3 clusters Score -3339692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Entering Unmasked Estep 
Score: -565714.750000 Penalty: 2074.975342
	Iteration 0F: 2 clusters Score -565714.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -561626.687500 Penalty: 4149.950684
	Iteration 0F: 3 clusters Score -561626.7 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -562719.750000 Penalty: 4149.950684
	Iteration 1F: 3 clusters Score -562719.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -563143.875000 Penalty: 4149.950684
	Iteration 2F: 3 clusters Score -563143.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -563483.562500 Penalty: 4149.950684
	Iteration 3F: 3 clusters Score -563483.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -563743.062500 Penalty: 4149.950684
	Iteration 4F: 3 clusters Score -563743.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -563945.750000 Penalty: 4149.950684
	Iteration 5F: 3 clusters Score -563945.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -564115.125000 Penalty: 4149.950684
	Iteration 6Q: 3 clusters Score -564115.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -564226.625000 Penalty: 4149.950684
	Iteration 7Q: 3 clusters Score -564226.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -564303.562500 Penalty: 4149.950684
	Iteration 8Q: 3 clusters Score -564303.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -564351.562500 Penalty: 4149.950684
	Iteration 9Q: 3 clusters Score -564351.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -564390.375000 Penalty: 4149.950684
	Iteration 10Q: 3 clusters Score -564390.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -564410.187500 Penalty: 4149.950684
	Iteration 11Q: 3 clusters Score -564410.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -564428.500000 Penalty: 4149.950684
	Iteration 12Q: 3 clusters Score -564428.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -564446.437500 Penalty: 4149.950684
	Iteration 13Q: 3 clusters Score -564446.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -564462.312500 Penalty: 4149.950684
	Iteration 14Q: 3 clusters Score -564462.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -564472.312500 Penalty: 4149.950684
	Iteration 15Q: 3 clusters Score -564472.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -564479.500000 Penalty: 4149.950684
	Iteration 16Q: 3 clusters Score -564479.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -564487.437500 Penalty: 4149.950684
	Iteration 17Q: 3 clusters Score -564487.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -564494.125000 Penalty: 4149.950684
	Iteration 18Q: 3 clusters Score -564494.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -564495.812500 Penalty: 4149.950684
	Iteration 19Q: 3 clusters Score -564495.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -564501.187500 Penalty: 4149.950684
	Iteration 20F: 3 clusters Score -564501.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -564507.312500 Penalty: 4149.950684
	Iteration 21Q: 3 clusters Score -564507.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -564512.750000 Penalty: 4149.950684
	Iteration 22Q: 3 clusters Score -564512.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -564515.625000 Penalty: 4149.950684
	Iteration 23Q: 3 clusters Score -564515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -564517.062500 Penalty: 4149.950684
	Iteration 24Q: 3 clusters Score -564517.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -564518.500000 Penalty: 4149.950684
	Iteration 25Q: 3 clusters Score -564518.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -564520.375000 Penalty: 4149.950684
	Iteration 26Q: 3 clusters Score -564520.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -564520.562500 Penalty: 4149.950684
	Iteration 27Q: 3 clusters Score -564520.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -564520.562500 Penalty: 4149.950684
	Iteration 28F: 3 clusters Score -564520.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -78725.023438 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -78725.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -77432.828125 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -77432.83 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -78241.375000 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -78241.38 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -78602.968750 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -78602.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -78717.812500 Penalty: 3211.814697
	Iteration 3Q: 3 clusters Score -78717.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -78802.335938 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -78802.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -78854.351562 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -78854.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -78928.929688 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -78928.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -78971.937500 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -78971.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -79032.960938 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -79032.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -79043.953125 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -79043.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -79051.054688 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -79051.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -79051.054688 Penalty: 3211.814697
	Iteration 11F: 3 clusters Score -79051.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 15527 members 
Mstep: Class 5 contains 66607 members 
Mstep: Class 6 contains 207196 members 
Mstep: Class 7 contains 51564 members 
Mstep: Class 8 contains 268045 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 42510 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 10345 members 
Mstep: Class 14 contains 7924 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210343 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18796 members 
Mstep: Class 22 contains 4606 members 
Mstep: Class 23 contains 57491 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
Score: -135798960.000000 Penalty: 82213.359375
Splitting cluster 3 changes total score from -135800544.000000 to -135798960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (15527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Entering Unmasked Estep 
Score: -2181272.000000 Penalty: 2393.283203
	Iteration 0F: 2 clusters Score -2181272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2170028.000000 Penalty: 4786.566406
	Iteration 0F: 3 clusters Score -2170028 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2173541.000000 Penalty: 4786.566406
	Iteration 1F: 3 clusters Score -2173541 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2173884.750000 Penalty: 4786.566406
	Iteration 2F: 3 clusters Score -2173885 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2174218.750000 Penalty: 4786.566406
	Iteration 3Q: 3 clusters Score -2174219 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2174555.250000 Penalty: 4786.566406
	Iteration 4Q: 3 clusters Score -2174555 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2174926.000000 Penalty: 4786.566406
	Iteration 5Q: 3 clusters Score -2174926 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2175404.500000 Penalty: 4786.566406
	Iteration 6F: 3 clusters Score -2175404 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2176006.000000 Penalty: 4786.566406
	Iteration 7F: 3 clusters Score -2176006 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2176727.500000 Penalty: 4786.566406
	Iteration 8F: 3 clusters Score -2176728 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2177524.250000 Penalty: 4786.566406
	Iteration 9F: 3 clusters Score -2177524 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2178187.750000 Penalty: 4786.566406
	Iteration 10Q: 3 clusters Score -2178188 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2178634.500000 Penalty: 4786.566406
	Iteration 11Q: 3 clusters Score -2178634 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2178848.000000 Penalty: 4786.566406
	Iteration 12Q: 3 clusters Score -2178848 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2178966.000000 Penalty: 4786.566406
	Iteration 13Q: 3 clusters Score -2178966 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2179044.000000 Penalty: 4786.566406
	Iteration 14Q: 3 clusters Score -2179044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2179084.750000 Penalty: 4786.566406
	Iteration 15Q: 3 clusters Score -2179085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2179100.500000 Penalty: 4786.566406
	Iteration 16Q: 3 clusters Score -2179100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2179127.750000 Penalty: 4786.566406
	Iteration 17Q: 3 clusters Score -2179128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2179139.000000 Penalty: 4786.566406
	Iteration 18Q: 3 clusters Score -2179139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2179156.000000 Penalty: 4786.566406
	Iteration 19Q: 3 clusters Score -2179156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2179162.500000 Penalty: 4786.566406
	Iteration 20F: 3 clusters Score -2179162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2179171.000000 Penalty: 4786.566406
	Iteration 21Q: 3 clusters Score -2179171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2179178.500000 Penalty: 4786.566406
	Iteration 22Q: 3 clusters Score -2179178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2179182.000000 Penalty: 4786.566406
	Iteration 23Q: 3 clusters Score -2179182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2179186.750000 Penalty: 4786.566406
	Iteration 24Q: 3 clusters Score -2179187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2179192.750000 Penalty: 4786.566406
	Iteration 25Q: 3 clusters Score -2179193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2179192.750000 Penalty: 4786.566406
	Iteration 26F: 3 clusters Score -2179193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Entering Unmasked Estep 
Score: -9302218.000000 Penalty: 2754.427979
	Iteration 0F: 2 clusters Score -9302218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -9257703.000000 Penalty: 5508.855957
	Iteration 0F: 3 clusters Score -9257703 nChanged 31135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -9275057.000000 Penalty: 5508.855957
	Iteration 1F: 3 clusters Score -9275057 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -9275798.000000 Penalty: 5508.855957
	Iteration 2Q: 3 clusters Score -9275798 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -9276656.000000 Penalty: 5508.855957
	Iteration 3Q: 3 clusters Score -9276656 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -9277696.000000 Penalty: 5508.855957
	Iteration 4Q: 3 clusters Score -9277696 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -9278961.000000 Penalty: 5508.855957
	Iteration 5Q: 3 clusters Score -9278961 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -9280699.000000 Penalty: 5508.855957
	Iteration 6Q: 3 clusters Score -9280699 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -9282720.000000 Penalty: 5508.855957
	Iteration 7F: 3 clusters Score -9282720 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -9285172.000000 Penalty: 5508.855957
	Iteration 8F: 3 clusters Score -9285172 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -9287704.000000 Penalty: 5508.855957
	Iteration 9F: 3 clusters Score -9287704 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -9289804.000000 Penalty: 5508.855957
	Iteration 10F: 3 clusters Score -9289804 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -9290941.000000 Penalty: 5508.855957
	Iteration 11Q: 3 clusters Score -9290941 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -9291480.000000 Penalty: 5508.855957
	Iteration 12Q: 3 clusters Score -9291480 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -9291734.000000 Penalty: 5508.855957
	Iteration 13Q: 3 clusters Score -9291734 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -9291943.000000 Penalty: 5508.855957
	Iteration 14Q: 3 clusters Score -9291943 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -9292104.000000 Penalty: 5508.855957
	Iteration 15Q: 3 clusters Score -9292104 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -9292288.000000 Penalty: 5508.855957
	Iteration 16Q: 3 clusters Score -9292288 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -9292423.000000 Penalty: 5508.855957
	Iteration 17Q: 3 clusters Score -9292423 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -9292592.000000 Penalty: 5508.855957
	Iteration 18Q: 3 clusters Score -9292592 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -9292712.000000 Penalty: 5508.855957
	Iteration 19Q: 3 clusters Score -9292712 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -9292895.000000 Penalty: 5508.855957
	Iteration 20F: 3 clusters Score -9292895 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -9293089.000000 Penalty: 5508.855957
	Iteration 21Q: 3 clusters Score -9293089 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -9293226.000000 Penalty: 5508.855957
	Iteration 22Q: 3 clusters Score -9293226 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -9293387.000000 Penalty: 5508.855957
	Iteration 23Q: 3 clusters Score -9293387 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -9293559.000000 Penalty: 5508.855957
	Iteration 24Q: 3 clusters Score -9293559 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -9293678.000000 Penalty: 5508.855957
	Iteration 25Q: 3 clusters Score -9293678 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -9293858.000000 Penalty: 5508.855957
	Iteration 26Q: 3 clusters Score -9293858 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -9294007.000000 Penalty: 5508.855957
	Iteration 27Q: 3 clusters Score -9294007 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -9294174.000000 Penalty: 5508.855957
	Iteration 28Q: 3 clusters Score -9294174 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -9294345.000000 Penalty: 5508.855957
	Iteration 29Q: 3 clusters Score -9294345 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -9294508.000000 Penalty: 5508.855957
	Iteration 30Q: 3 clusters Score -9294508 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -9294712.000000 Penalty: 5508.855957
	Iteration 31Q: 3 clusters Score -9294712 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -9294860.000000 Penalty: 5508.855957
	Iteration 32Q: 3 clusters Score -9294860 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -9295017.000000 Penalty: 5508.855957
	Iteration 33Q: 3 clusters Score -9295017 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -9295204.000000 Penalty: 5508.855957
	Iteration 34Q: 3 clusters Score -9295204 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -9295397.000000 Penalty: 5508.855957
	Iteration 35Q: 3 clusters Score -9295397 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -9295582.000000 Penalty: 5508.855957
	Iteration 36Q: 3 clusters Score -9295582 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -9295752.000000 Penalty: 5508.855957
	Iteration 37Q: 3 clusters Score -9295752 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -9295976.000000 Penalty: 5508.855957
	Iteration 38Q: 3 clusters Score -9295976 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -9296187.000000 Penalty: 5508.855957
	Iteration 39Q: 3 clusters Score -9296187 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -9296406.000000 Penalty: 5508.855957
	Iteration 40F: 3 clusters Score -9296406 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -9296557.000000 Penalty: 5508.855957
	Iteration 41Q: 3 clusters Score -9296557 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -9296753.000000 Penalty: 5508.855957
	Iteration 42Q: 3 clusters Score -9296753 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -9296973.000000 Penalty: 5508.855957
	Iteration 43Q: 3 clusters Score -9296973 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -9297221.000000 Penalty: 5508.855957
	Iteration 44Q: 3 clusters Score -9297221 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -9297370.000000 Penalty: 5508.855957
	Iteration 45Q: 3 clusters Score -9297370 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -9297581.000000 Penalty: 5508.855957
	Iteration 46Q: 3 clusters Score -9297581 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -9297832.000000 Penalty: 5508.855957
	Iteration 47Q: 3 clusters Score -9297832 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -9298036.000000 Penalty: 5508.855957
	Iteration 48Q: 3 clusters Score -9298036 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -9298287.000000 Penalty: 5508.855957
	Iteration 49Q: 3 clusters Score -9298287 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -9298525.000000 Penalty: 5508.855957
	Iteration 50Q: 3 clusters Score -9298525 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -9298711.000000 Penalty: 5508.855957
	Iteration 51Q: 3 clusters Score -9298711 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -9298947.000000 Penalty: 5508.855957
	Iteration 52Q: 3 clusters Score -9298947 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61321 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -9299128.000000 Penalty: 5508.855957
	Iteration 53Q: 3 clusters Score -9299128 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61767 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -9299291.000000 Penalty: 5508.855957
	Iteration 54Q: 3 clusters Score -9299291 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62176 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -9299412.000000 Penalty: 5508.855957
	Iteration 55Q: 3 clusters Score -9299412 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -9299564.000000 Penalty: 5508.855957
	Iteration 56Q: 3 clusters Score -9299564 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -9299624.000000 Penalty: 5508.855957
	Iteration 57Q: 3 clusters Score -9299624 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -9299703.000000 Penalty: 5508.855957
	Iteration 58Q: 3 clusters Score -9299703 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -9299757.000000 Penalty: 5508.855957
	Iteration 59Q: 3 clusters Score -9299757 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63482 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -9299817.000000 Penalty: 5508.855957
	Iteration 60F: 3 clusters Score -9299817 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -9299872.000000 Penalty: 5508.855957
	Iteration 61Q: 3 clusters Score -9299872 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63781 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -9299880.000000 Penalty: 5508.855957
	Iteration 62Q: 3 clusters Score -9299880 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -9299911.000000 Penalty: 5508.855957
	Iteration 63Q: 3 clusters Score -9299911 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64023 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -9299934.000000 Penalty: 5508.855957
	Iteration 64Q: 3 clusters Score -9299934 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -9299996.000000 Penalty: 5508.855957
	Iteration 65Q: 3 clusters Score -9299996 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -9300028.000000 Penalty: 5508.855957
	Iteration 66Q: 3 clusters Score -9300028 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64337 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -9300064.000000 Penalty: 5508.855957
	Iteration 67Q: 3 clusters Score -9300064 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64409 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -9300120.000000 Penalty: 5508.855957
	Iteration 68Q: 3 clusters Score -9300120 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -9300125.000000 Penalty: 5508.855957
	Iteration 69Q: 3 clusters Score -9300125 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -9300140.000000 Penalty: 5508.855957
	Iteration 70Q: 3 clusters Score -9300140 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -9300159.000000 Penalty: 5508.855957
	Iteration 71Q: 3 clusters Score -9300159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64621 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -9300165.000000 Penalty: 5508.855957
	Iteration 72Q: 3 clusters Score -9300165 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64660 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9300165.000000 Penalty: 5508.855957
	Iteration 73Q: 3 clusters Score -9300165 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64699 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -9300165.000000 Penalty: 5508.855957
	Iteration 74Q: 3 clusters Score -9300165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9300184.000000 Penalty: 5508.855957
	Iteration 75Q: 3 clusters Score -9300184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64764 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -9300184.000000 Penalty: 5508.855957
	Iteration 76Q: 3 clusters Score -9300184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64781 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -9300185.000000 Penalty: 5508.855957
	Iteration 77Q: 3 clusters Score -9300185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64794 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -9300186.000000 Penalty: 5508.855957
	Iteration 78Q: 3 clusters Score -9300186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64801 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -9300184.000000 Penalty: 5508.855957
	Iteration 79Q: 3 clusters Score -9300184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -9300187.000000 Penalty: 5508.855957
	Iteration 80F: 3 clusters Score -9300187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -9300193.000000 Penalty: 5508.855957
	Iteration 81Q: 3 clusters Score -9300193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64841 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9300189.000000 Penalty: 5508.855957
	Iteration 82Q: 3 clusters Score -9300189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -9300197.000000 Penalty: 5508.855957
	Iteration 83Q: 3 clusters Score -9300197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -9300209.000000 Penalty: 5508.855957
	Iteration 84Q: 3 clusters Score -9300209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64886 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9300201.000000 Penalty: 5508.855957
	Iteration 85Q: 3 clusters Score -9300201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64896 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -9300203.000000 Penalty: 5508.855957
	Iteration 86Q: 3 clusters Score -9300203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64905 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -9300201.000000 Penalty: 5508.855957
	Iteration 87Q: 3 clusters Score -9300201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9300208.000000 Penalty: 5508.855957
	Iteration 88Q: 3 clusters Score -9300208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64922 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9300211.000000 Penalty: 5508.855957
	Iteration 89Q: 3 clusters Score -9300211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -9300212.000000 Penalty: 5508.855957
	Iteration 90Q: 3 clusters Score -9300212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64927 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -9300213.000000 Penalty: 5508.855957
	Iteration 91Q: 3 clusters Score -9300213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64928 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -9300215.000000 Penalty: 5508.855957
	Iteration 92Q: 3 clusters Score -9300215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64928 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -9300215.000000 Penalty: 5508.855957
	Iteration 93F: 3 clusters Score -9300215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (207196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 207196 members 
Entering Unmasked Estep 
Score: -28944086.000000 Penalty: 3035.872314
	Iteration 0F: 2 clusters Score -2.894409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103715 members 
Mstep: Class 2 contains 103481 members 
Entering Unmasked Estep 
Score: -28819862.000000 Penalty: 6071.744629
	Iteration 0F: 3 clusters Score -2.881986e+07 nChanged 99705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104064 members 
Mstep: Class 2 contains 103132 members 
Entering Unmasked Estep 
Score: -28878536.000000 Penalty: 6071.744629
	Iteration 1F: 3 clusters Score -2.887854e+07 nChanged 4802
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104916 members 
Mstep: Class 2 contains 102280 members 
Entering Unmasked Estep 
Score: -28879420.000000 Penalty: 6071.744629
	Iteration 2Q: 3 clusters Score -2.887942e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106253 members 
Mstep: Class 2 contains 100943 members 
Entering Unmasked Estep 
Score: -28880212.000000 Penalty: 6071.744629
	Iteration 3Q: 3 clusters Score -2.888021e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108282 members 
Mstep: Class 2 contains 98914 members 
Entering Unmasked Estep 
Score: -28881218.000000 Penalty: 6071.744629
	Iteration 4Q: 3 clusters Score -2.888122e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111374 members 
Mstep: Class 2 contains 95822 members 
Entering Unmasked Estep 
Score: -28882716.000000 Penalty: 6071.744629
	Iteration 5Q: 3 clusters Score -2.888272e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116019 members 
Mstep: Class 2 contains 91177 members 
Entering Unmasked Estep 
Score: -28884666.000000 Penalty: 6071.744629
	Iteration 6Q: 3 clusters Score -2.888467e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122953 members 
Mstep: Class 2 contains 84243 members 
Entering Unmasked Estep 
Score: -28887842.000000 Penalty: 6071.744629
	Iteration 7Q: 3 clusters Score -2.888784e+07 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132641 members 
Mstep: Class 2 contains 74555 members 
Entering Unmasked Estep 
Score: -28893314.000000 Penalty: 6071.744629
	Iteration 8F: 3 clusters Score -2.889331e+07 nChanged 13105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145204 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -28901246.000000 Penalty: 6071.744629
	Iteration 9F: 3 clusters Score -2.890125e+07 nChanged 14820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159782 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -28911170.000000 Penalty: 6071.744629
	Iteration 10F: 3 clusters Score -2.891117e+07 nChanged 14394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174036 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -28920662.000000 Penalty: 6071.744629
	Iteration 11F: 3 clusters Score -2.892066e+07 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185643 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -28928476.000000 Penalty: 6071.744629
	Iteration 12F: 3 clusters Score -2.892848e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193810 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -28933416.000000 Penalty: 6071.744629
	Iteration 13Q: 3 clusters Score -2.893342e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199193 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -28936720.000000 Penalty: 6071.744629
	Iteration 14Q: 3 clusters Score -2.893672e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202448 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -28938670.000000 Penalty: 6071.744629
	Iteration 15Q: 3 clusters Score -2.893867e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204353 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -28939770.000000 Penalty: 6071.744629
	Iteration 16Q: 3 clusters Score -2.893977e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205376 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -28940472.000000 Penalty: 6071.744629
	Iteration 17Q: 3 clusters Score -2.894047e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205926 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -28940802.000000 Penalty: 6071.744629
	Iteration 18Q: 3 clusters Score -2.89408e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206205 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -28940986.000000 Penalty: 6071.744629
	Iteration 19Q: 3 clusters Score -2.894099e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206369 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -28941164.000000 Penalty: 6071.744629
	Iteration 20F: 3 clusters Score -2.894116e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206452 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -28941278.000000 Penalty: 6071.744629
	Iteration 21Q: 3 clusters Score -2.894128e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206516 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -28941284.000000 Penalty: 6071.744629
	Iteration 22Q: 3 clusters Score -2.894128e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206564 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -28941306.000000 Penalty: 6071.744629
	Iteration 23Q: 3 clusters Score -2.894131e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206597 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -28941338.000000 Penalty: 6071.744629
	Iteration 24Q: 3 clusters Score -2.894134e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206623 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -28941380.000000 Penalty: 6071.744629
	Iteration 25Q: 3 clusters Score -2.894138e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206644 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -28941404.000000 Penalty: 6071.744629
	Iteration 26Q: 3 clusters Score -2.89414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206658 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -28941430.000000 Penalty: 6071.744629
	Iteration 27Q: 3 clusters Score -2.894143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206668 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -28941426.000000 Penalty: 6071.744629
	Iteration 28Q: 3 clusters Score -2.894143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206670 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -28941440.000000 Penalty: 6071.744629
	Iteration 29Q: 3 clusters Score -2.894144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206676 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -28941436.000000 Penalty: 6071.744629
	Iteration 30Q: 3 clusters Score -2.894144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206680 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -28941444.000000 Penalty: 6071.744629
	Iteration 31Q: 3 clusters Score -2.894144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206686 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -28941484.000000 Penalty: 6071.744629
	Iteration 32Q: 3 clusters Score -2.894148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206686 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -28941482.000000 Penalty: 6071.744629
	Iteration 33Q: 3 clusters Score -2.894148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206686 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -28941482.000000 Penalty: 6071.744629
	Iteration 34F: 3 clusters Score -2.894148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Entering Unmasked Estep 
Score: -6976022.500000 Penalty: 2690.943604
	Iteration 0F: 2 clusters Score -6976022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -6941380.500000 Penalty: 5381.887207
	Iteration 0F: 3 clusters Score -6941380 nChanged 23770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -6954579.000000 Penalty: 5381.887207
	Iteration 1F: 3 clusters Score -6954579 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -6955167.000000 Penalty: 5381.887207
	Iteration 2Q: 3 clusters Score -6955167 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -6955753.000000 Penalty: 5381.887207
	Iteration 3Q: 3 clusters Score -6955753 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -6956458.000000 Penalty: 5381.887207
	Iteration 4Q: 3 clusters Score -6956458 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -6957253.500000 Penalty: 5381.887207
	Iteration 5Q: 3 clusters Score -6957254 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -6958162.500000 Penalty: 5381.887207
	Iteration 6Q: 3 clusters Score -6958162 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -6959061.500000 Penalty: 5381.887207
	Iteration 7Q: 3 clusters Score -6959062 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -6959996.000000 Penalty: 5381.887207
	Iteration 8Q: 3 clusters Score -6959996 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -6961061.500000 Penalty: 5381.887207
	Iteration 9Q: 3 clusters Score -6961062 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -6962292.000000 Penalty: 5381.887207
	Iteration 10Q: 3 clusters Score -6962292 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -6963906.500000 Penalty: 5381.887207
	Iteration 11F: 3 clusters Score -6963906 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -6965818.500000 Penalty: 5381.887207
	Iteration 12F: 3 clusters Score -6965818 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -6968263.500000 Penalty: 5381.887207
	Iteration 13F: 3 clusters Score -6968264 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -6970953.000000 Penalty: 5381.887207
	Iteration 14Q: 3 clusters Score -6970953 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -6973054.000000 Penalty: 5381.887207
	Iteration 15Q: 3 clusters Score -6973054 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -6974155.000000 Penalty: 5381.887207
	Iteration 16Q: 3 clusters Score -6974155 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -6974607.000000 Penalty: 5381.887207
	Iteration 17Q: 3 clusters Score -6974607 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -6974880.000000 Penalty: 5381.887207
	Iteration 18Q: 3 clusters Score -6974880 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -6975052.500000 Penalty: 5381.887207
	Iteration 19Q: 3 clusters Score -6975052 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -6975109.000000 Penalty: 5381.887207
	Iteration 20F: 3 clusters Score -6975109 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -6975153.500000 Penalty: 5381.887207
	Iteration 21Q: 3 clusters Score -6975154 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -6975190.500000 Penalty: 5381.887207
	Iteration 22Q: 3 clusters Score -6975190 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -6975229.000000 Penalty: 5381.887207
	Iteration 23Q: 3 clusters Score -6975229 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -6975240.500000 Penalty: 5381.887207
	Iteration 24Q: 3 clusters Score -6975240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -6975258.000000 Penalty: 5381.887207
	Iteration 25Q: 3 clusters Score -6975258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -6975251.500000 Penalty: 5381.887207
	Iteration 26Q: 3 clusters Score -6975252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -6975260.500000 Penalty: 5381.887207
	Iteration 27Q: 3 clusters Score -6975260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -6975252.500000 Penalty: 5381.887207
	Iteration 28Q: 3 clusters Score -6975252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -6975246.500000 Penalty: 5381.887207
	Iteration 29Q: 3 clusters Score -6975246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -6975258.500000 Penalty: 5381.887207
	Iteration 30Q: 3 clusters Score -6975258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -6975259.500000 Penalty: 5381.887207
	Iteration 31Q: 3 clusters Score -6975260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -6975253.000000 Penalty: 5381.887207
	Iteration 32Q: 3 clusters Score -6975253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -6975249.000000 Penalty: 5381.887207
	Iteration 33Q: 3 clusters Score -6975249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -6975248.000000 Penalty: 5381.887207
	Iteration 34Q: 3 clusters Score -6975248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -6975247.000000 Penalty: 5381.887207
	Iteration 35Q: 3 clusters Score -6975247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -6975247.000000 Penalty: 5381.887207
	Iteration 36F: 3 clusters Score -6975247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (268045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268045 members 
Entering Unmasked Estep 
Score: -36778596.000000 Penalty: 3099.729736
	Iteration 0F: 2 clusters Score -3.67786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133703 members 
Mstep: Class 2 contains 134342 members 
Entering Unmasked Estep 
Score: -36613196.000000 Penalty: 6199.459473
	Iteration 0F: 3 clusters Score -3.66132e+07 nChanged 129613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127186 members 
Mstep: Class 2 contains 140859 members 
Entering Unmasked Estep 
Score: -36689928.000000 Penalty: 6199.459473
	Iteration 1F: 3 clusters Score -3.668993e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122871 members 
Mstep: Class 2 contains 145174 members 
Entering Unmasked Estep 
Score: -36691904.000000 Penalty: 6199.459473
	Iteration 2Q: 3 clusters Score -3.66919e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116354 members 
Mstep: Class 2 contains 151691 members 
Entering Unmasked Estep 
Score: -36694696.000000 Penalty: 6199.459473
	Iteration 3Q: 3 clusters Score -3.66947e+07 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106582 members 
Mstep: Class 2 contains 161463 members 
Entering Unmasked Estep 
Score: -36699248.000000 Penalty: 6199.459473
	Iteration 4Q: 3 clusters Score -3.669925e+07 nChanged 15232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92328 members 
Mstep: Class 2 contains 175717 members 
Entering Unmasked Estep 
Score: -36707776.000000 Penalty: 6199.459473
	Iteration 5F: 3 clusters Score -3.670778e+07 nChanged 19613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73131 members 
Mstep: Class 2 contains 194914 members 
Entering Unmasked Estep 
Score: -36722188.000000 Penalty: 6199.459473
	Iteration 6F: 3 clusters Score -3.672219e+07 nChanged 22507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 217293 members 
Entering Unmasked Estep 
Score: -36741720.000000 Penalty: 6199.459473
	Iteration 7F: 3 clusters Score -3.674172e+07 nChanged 21086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 238367 members 
Entering Unmasked Estep 
Score: -36760024.000000 Penalty: 6199.459473
	Iteration 8F: 3 clusters Score -3.676002e+07 nChanged 15490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 253855 members 
Entering Unmasked Estep 
Score: -36769184.000000 Penalty: 6199.459473
	Iteration 9F: 3 clusters Score -3.676918e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 262537 members 
Entering Unmasked Estep 
Score: -36773356.000000 Penalty: 6199.459473
	Iteration 10Q: 3 clusters Score -3.677336e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 266074 members 
Entering Unmasked Estep 
Score: -36774988.000000 Penalty: 6199.459473
	Iteration 11Q: 3 clusters Score -3.677499e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 267202 members 
Entering Unmasked Estep 
Score: -36775588.000000 Penalty: 6199.459473
	Iteration 12Q: 3 clusters Score -3.677559e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 267506 members 
Entering Unmasked Estep 
Score: -36775728.000000 Penalty: 6199.459473
	Iteration 13Q: 3 clusters Score -3.677573e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 267621 members 
Entering Unmasked Estep 
Score: -36775912.000000 Penalty: 6199.459473
	Iteration 14Q: 3 clusters Score -3.677591e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 267666 members 
Entering Unmasked Estep 
Score: -36776012.000000 Penalty: 6199.459473
	Iteration 15Q: 3 clusters Score -3.677601e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 267683 members 
Entering Unmasked Estep 
Score: -36776072.000000 Penalty: 6199.459473
	Iteration 16Q: 3 clusters Score -3.677607e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 267692 members 
Entering Unmasked Estep 
Score: -36776104.000000 Penalty: 6199.459473
	Iteration 17Q: 3 clusters Score -3.67761e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 267701 members 
Entering Unmasked Estep 
Score: -36776088.000000 Penalty: 6199.459473
	Iteration 18Q: 3 clusters Score -3.677609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 267704 members 
Entering Unmasked Estep 
Score: -36776108.000000 Penalty: 6199.459473
	Iteration 19Q: 3 clusters Score -3.677611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 267708 members 
Entering Unmasked Estep 
Score: -36776140.000000 Penalty: 6199.459473
	Iteration 20F: 3 clusters Score -3.677614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 267712 members 
Entering Unmasked Estep 
Score: -36776152.000000 Penalty: 6199.459473
	Iteration 21Q: 3 clusters Score -3.677615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 267712 members 
Entering Unmasked Estep 
Score: -36776152.000000 Penalty: 6199.459473
	Iteration 22Q: 3 clusters Score -3.677615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 267714 members 
Entering Unmasked Estep 
Score: -36776164.000000 Penalty: 6199.459473
	Iteration 23Q: 3 clusters Score -3.677616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 267715 members 
Entering Unmasked Estep 
Score: -36776156.000000 Penalty: 6199.459473
	Iteration 24Q: 3 clusters Score -3.677616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 267713 members 
Entering Unmasked Estep 
Score: -36776144.000000 Penalty: 6199.459473
	Iteration 25Q: 3 clusters Score -3.677614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 267714 members 
Entering Unmasked Estep 
Score: -36776164.000000 Penalty: 6199.459473
	Iteration 26Q: 3 clusters Score -3.677616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 267714 members 
Entering Unmasked Estep 
Score: -36776164.000000 Penalty: 6199.459473
	Iteration 27F: 3 clusters Score -3.677616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Entering Unmasked Estep 
Score: -470634.937500 Penalty: 2028.580688
	Iteration 0F: 2 clusters Score -470634.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -466998.031250 Penalty: 4057.161377
	Iteration 0F: 3 clusters Score -466998 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -467803.468750 Penalty: 4057.161377
	Iteration 1F: 3 clusters Score -467803.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -468001.906250 Penalty: 4057.161377
	Iteration 2F: 3 clusters Score -468001.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -468138.531250 Penalty: 4057.161377
	Iteration 3F: 3 clusters Score -468138.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -468233.437500 Penalty: 4057.161377
	Iteration 4Q: 3 clusters Score -468233.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -468310.343750 Penalty: 4057.161377
	Iteration 5Q: 3 clusters Score -468310.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -468381.937500 Penalty: 4057.161377
	Iteration 6Q: 3 clusters Score -468381.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -468449.218750 Penalty: 4057.161377
	Iteration 7Q: 3 clusters Score -468449.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -468515.343750 Penalty: 4057.161377
	Iteration 8Q: 3 clusters Score -468515.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -468575.375000 Penalty: 4057.161377
	Iteration 9Q: 3 clusters Score -468575.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -468616.468750 Penalty: 4057.161377
	Iteration 10Q: 3 clusters Score -468616.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -468650.781250 Penalty: 4057.161377
	Iteration 11Q: 3 clusters Score -468650.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -468676.843750 Penalty: 4057.161377
	Iteration 12Q: 3 clusters Score -468676.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -468698.031250 Penalty: 4057.161377
	Iteration 13Q: 3 clusters Score -468698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -468711.812500 Penalty: 4057.161377
	Iteration 14Q: 3 clusters Score -468711.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -468722.312500 Penalty: 4057.161377
	Iteration 15Q: 3 clusters Score -468722.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -468739.093750 Penalty: 4057.161377
	Iteration 16Q: 3 clusters Score -468739.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -468757.500000 Penalty: 4057.161377
	Iteration 17Q: 3 clusters Score -468757.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -468768.781250 Penalty: 4057.161377
	Iteration 18Q: 3 clusters Score -468768.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -468777.656250 Penalty: 4057.161377
	Iteration 19Q: 3 clusters Score -468777.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -468789.281250 Penalty: 4057.161377
	Iteration 20F: 3 clusters Score -468789.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -468798.687500 Penalty: 4057.161377
	Iteration 21Q: 3 clusters Score -468798.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -468803.968750 Penalty: 4057.161377
	Iteration 22Q: 3 clusters Score -468804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -468809.625000 Penalty: 4057.161377
	Iteration 23Q: 3 clusters Score -468809.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -468814.125000 Penalty: 4057.161377
	Iteration 24Q: 3 clusters Score -468814.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -468817.593750 Penalty: 4057.161377
	Iteration 25Q: 3 clusters Score -468817.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -468821.906250 Penalty: 4057.161377
	Iteration 26Q: 3 clusters Score -468821.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -468825.500000 Penalty: 4057.161377
	Iteration 27Q: 3 clusters Score -468825.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -468827.875000 Penalty: 4057.161377
	Iteration 28Q: 3 clusters Score -468827.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -468828.968750 Penalty: 4057.161377
	Iteration 29Q: 3 clusters Score -468829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -468830.812500 Penalty: 4057.161377
	Iteration 30Q: 3 clusters Score -468830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -468832.437500 Penalty: 4057.161377
	Iteration 31Q: 3 clusters Score -468832.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -468832.593750 Penalty: 4057.161377
	Iteration 32Q: 3 clusters Score -468832.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -468832.656250 Penalty: 4057.161377
	Iteration 33Q: 3 clusters Score -468832.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -468833.468750 Penalty: 4057.161377
	Iteration 34Q: 3 clusters Score -468833.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -468834.343750 Penalty: 4057.161377
	Iteration 35Q: 3 clusters Score -468834.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -468834.343750 Penalty: 4057.161377
	Iteration 36F: 3 clusters Score -468834.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Entering Unmasked Estep 
Score: -5744789.500000 Penalty: 2643.058594
	Iteration 0F: 2 clusters Score -5744790 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 21283 members 
Entering Unmasked Estep 
Score: -5715897.000000 Penalty: 5286.117188
	Iteration 0F: 3 clusters Score -5715897 nChanged 19611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -5726492.000000 Penalty: 5286.117188
	Iteration 1F: 3 clusters Score -5726492 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -5726997.000000 Penalty: 5286.117188
	Iteration 2Q: 3 clusters Score -5726997 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -5727440.500000 Penalty: 5286.117188
	Iteration 3Q: 3 clusters Score -5727440 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -5727887.500000 Penalty: 5286.117188
	Iteration 4Q: 3 clusters Score -5727888 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -5728485.000000 Penalty: 5286.117188
	Iteration 5Q: 3 clusters Score -5728485 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -5729242.500000 Penalty: 5286.117188
	Iteration 6Q: 3 clusters Score -5729242 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -5730357.000000 Penalty: 5286.117188
	Iteration 7F: 3 clusters Score -5730357 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -5731653.000000 Penalty: 5286.117188
	Iteration 8F: 3 clusters Score -5731653 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -5733388.500000 Penalty: 5286.117188
	Iteration 9F: 3 clusters Score -5733388 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -5735480.000000 Penalty: 5286.117188
	Iteration 10F: 3 clusters Score -5735480 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -5737648.000000 Penalty: 5286.117188
	Iteration 11F: 3 clusters Score -5737648 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -5739609.000000 Penalty: 5286.117188
	Iteration 12F: 3 clusters Score -5739609 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -5741033.000000 Penalty: 5286.117188
	Iteration 13Q: 3 clusters Score -5741033 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -5741761.500000 Penalty: 5286.117188
	Iteration 14Q: 3 clusters Score -5741762 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -5742136.000000 Penalty: 5286.117188
	Iteration 15Q: 3 clusters Score -5742136 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -5742307.000000 Penalty: 5286.117188
	Iteration 16Q: 3 clusters Score -5742307 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -5742381.500000 Penalty: 5286.117188
	Iteration 17Q: 3 clusters Score -5742382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -5742422.500000 Penalty: 5286.117188
	Iteration 18Q: 3 clusters Score -5742422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -5742436.500000 Penalty: 5286.117188
	Iteration 19Q: 3 clusters Score -5742436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -5742449.000000 Penalty: 5286.117188
	Iteration 20F: 3 clusters Score -5742449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -5742462.500000 Penalty: 5286.117188
	Iteration 21Q: 3 clusters Score -5742462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -5742463.000000 Penalty: 5286.117188
	Iteration 22Q: 3 clusters Score -5742463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -5742474.000000 Penalty: 5286.117188
	Iteration 23Q: 3 clusters Score -5742474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -5742475.500000 Penalty: 5286.117188
	Iteration 24Q: 3 clusters Score -5742476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -5742482.000000 Penalty: 5286.117188
	Iteration 25Q: 3 clusters Score -5742482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -5742482.000000 Penalty: 5286.117188
	Iteration 26Q: 3 clusters Score -5742482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -5742484.000000 Penalty: 5286.117188
	Iteration 27Q: 3 clusters Score -5742484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -5742484.000000 Penalty: 5286.117188
	Iteration 28F: 3 clusters Score -5742484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -118524.328125 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -118524.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -116626.984375 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -116627 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -116955.843750 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -116955.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -117095.992188 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -117096 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -117181.468750 Penalty: 3377.283447
	Iteration 3F: 3 clusters Score -117181.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117235.421875 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -117235.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -117259.054688 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -117259.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117276.460938 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -117276.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -117279.718750 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -117279.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117281.726562 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -117281.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -117283.804688 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -117283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117286.921875 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -117286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -117290.023438 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -117290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117291.203125 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -117291.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117292.093750 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -117292.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117292.093750 Penalty: 3377.283447
	Iteration 14F: 3 clusters Score -117292.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -39526.683594 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -39526.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38211.613281 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -38211.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -38367.070312 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -38367.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38427.414062 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -38427.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38476.242188 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -38476.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -38491.621094 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -38491.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -38496.347656 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -38496.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -38499.621094 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -38499.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -38511.402344 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -38511.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -38511.402344 Penalty: 2868.777344
	Iteration 8F: 3 clusters Score -38511.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Entering Unmasked Estep 
Score: -1422974.875000 Penalty: 2292.576172
	Iteration 0F: 2 clusters Score -1422975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1415026.750000 Penalty: 4585.152344
	Iteration 0F: 3 clusters Score -1415027 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1417356.250000 Penalty: 4585.152344
	Iteration 1F: 3 clusters Score -1417356 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1417624.750000 Penalty: 4585.152344
	Iteration 2F: 3 clusters Score -1417625 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1417794.000000 Penalty: 4585.152344
	Iteration 3Q: 3 clusters Score -1417794 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1417934.625000 Penalty: 4585.152344
	Iteration 4Q: 3 clusters Score -1417935 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1418041.375000 Penalty: 4585.152344
	Iteration 5Q: 3 clusters Score -1418041 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1418141.250000 Penalty: 4585.152344
	Iteration 6Q: 3 clusters Score -1418141 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1418233.000000 Penalty: 4585.152344
	Iteration 7Q: 3 clusters Score -1418233 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1418333.000000 Penalty: 4585.152344
	Iteration 8Q: 3 clusters Score -1418333 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1418437.125000 Penalty: 4585.152344
	Iteration 9Q: 3 clusters Score -1418437 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1418582.875000 Penalty: 4585.152344
	Iteration 10Q: 3 clusters Score -1418583 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1418747.500000 Penalty: 4585.152344
	Iteration 11Q: 3 clusters Score -1418748 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1418907.000000 Penalty: 4585.152344
	Iteration 12Q: 3 clusters Score -1418907 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1419079.750000 Penalty: 4585.152344
	Iteration 13Q: 3 clusters Score -1419080 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1419263.375000 Penalty: 4585.152344
	Iteration 14Q: 3 clusters Score -1419263 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1419448.000000 Penalty: 4585.152344
	Iteration 15Q: 3 clusters Score -1419448 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1419623.375000 Penalty: 4585.152344
	Iteration 16Q: 3 clusters Score -1419623 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1419779.375000 Penalty: 4585.152344
	Iteration 17Q: 3 clusters Score -1419779 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1419903.500000 Penalty: 4585.152344
	Iteration 18Q: 3 clusters Score -1419904 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1420034.500000 Penalty: 4585.152344
	Iteration 19Q: 3 clusters Score -1420034 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1420137.250000 Penalty: 4585.152344
	Iteration 20F: 3 clusters Score -1420137 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1420210.750000 Penalty: 4585.152344
	Iteration 21Q: 3 clusters Score -1420211 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1420269.250000 Penalty: 4585.152344
	Iteration 22Q: 3 clusters Score -1420269 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1420319.250000 Penalty: 4585.152344
	Iteration 23Q: 3 clusters Score -1420319 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1420367.125000 Penalty: 4585.152344
	Iteration 24Q: 3 clusters Score -1420367 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1420425.250000 Penalty: 4585.152344
	Iteration 25Q: 3 clusters Score -1420425 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1420472.875000 Penalty: 4585.152344
	Iteration 26Q: 3 clusters Score -1420473 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1420507.625000 Penalty: 4585.152344
	Iteration 27Q: 3 clusters Score -1420508 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1420540.125000 Penalty: 4585.152344
	Iteration 28Q: 3 clusters Score -1420540 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1420580.625000 Penalty: 4585.152344
	Iteration 29Q: 3 clusters Score -1420581 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1420614.375000 Penalty: 4585.152344
	Iteration 30Q: 3 clusters Score -1420614 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1420649.875000 Penalty: 4585.152344
	Iteration 31Q: 3 clusters Score -1420650 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1420690.750000 Penalty: 4585.152344
	Iteration 32Q: 3 clusters Score -1420691 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1420722.750000 Penalty: 4585.152344
	Iteration 33Q: 3 clusters Score -1420723 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1420741.250000 Penalty: 4585.152344
	Iteration 34Q: 3 clusters Score -1420741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1420750.750000 Penalty: 4585.152344
	Iteration 35Q: 3 clusters Score -1420751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1420759.000000 Penalty: 4585.152344
	Iteration 36Q: 3 clusters Score -1420759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1420770.750000 Penalty: 4585.152344
	Iteration 37Q: 3 clusters Score -1420771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1420786.125000 Penalty: 4585.152344
	Iteration 38Q: 3 clusters Score -1420786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1420793.500000 Penalty: 4585.152344
	Iteration 39Q: 3 clusters Score -1420794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1420801.125000 Penalty: 4585.152344
	Iteration 40F: 3 clusters Score -1420801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1420809.250000 Penalty: 4585.152344
	Iteration 41Q: 3 clusters Score -1420809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1420818.000000 Penalty: 4585.152344
	Iteration 42Q: 3 clusters Score -1420818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1420828.750000 Penalty: 4585.152344
	Iteration 43Q: 3 clusters Score -1420829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1420840.125000 Penalty: 4585.152344
	Iteration 44Q: 3 clusters Score -1420840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1420847.875000 Penalty: 4585.152344
	Iteration 45Q: 3 clusters Score -1420848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1420865.250000 Penalty: 4585.152344
	Iteration 46Q: 3 clusters Score -1420865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1420877.875000 Penalty: 4585.152344
	Iteration 47Q: 3 clusters Score -1420878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1420889.125000 Penalty: 4585.152344
	Iteration 48Q: 3 clusters Score -1420889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1420890.375000 Penalty: 4585.152344
	Iteration 49Q: 3 clusters Score -1420890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1420892.875000 Penalty: 4585.152344
	Iteration 50Q: 3 clusters Score -1420893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1420895.500000 Penalty: 4585.152344
	Iteration 51Q: 3 clusters Score -1420896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1420901.750000 Penalty: 4585.152344
	Iteration 52Q: 3 clusters Score -1420902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1420904.250000 Penalty: 4585.152344
	Iteration 53Q: 3 clusters Score -1420904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1420908.500000 Penalty: 4585.152344
	Iteration 54Q: 3 clusters Score -1420908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1420912.750000 Penalty: 4585.152344
	Iteration 55Q: 3 clusters Score -1420913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1420913.500000 Penalty: 4585.152344
	Iteration 56Q: 3 clusters Score -1420914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1420917.125000 Penalty: 4585.152344
	Iteration 57Q: 3 clusters Score -1420917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1420917.500000 Penalty: 4585.152344
	Iteration 58Q: 3 clusters Score -1420918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1420919.625000 Penalty: 4585.152344
	Iteration 59Q: 3 clusters Score -1420920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1420919.625000 Penalty: 4585.152344
	Iteration 60F: 3 clusters Score -1420920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Entering Unmasked Estep 
Score: -1135501.000000 Penalty: 2226.457520
	Iteration 0F: 2 clusters Score -1135501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1129056.500000 Penalty: 4452.915039
	Iteration 0F: 3 clusters Score -1129056 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1130878.125000 Penalty: 4452.915039
	Iteration 1F: 3 clusters Score -1130878 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1131123.125000 Penalty: 4452.915039
	Iteration 2F: 3 clusters Score -1131123 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1131297.500000 Penalty: 4452.915039
	Iteration 3Q: 3 clusters Score -1131298 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1131427.625000 Penalty: 4452.915039
	Iteration 4Q: 3 clusters Score -1131428 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1131531.375000 Penalty: 4452.915039
	Iteration 5Q: 3 clusters Score -1131531 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1131605.125000 Penalty: 4452.915039
	Iteration 6Q: 3 clusters Score -1131605 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1131653.125000 Penalty: 4452.915039
	Iteration 7Q: 3 clusters Score -1131653 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1131690.000000 Penalty: 4452.915039
	Iteration 8Q: 3 clusters Score -1131690 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1131732.625000 Penalty: 4452.915039
	Iteration 9Q: 3 clusters Score -1131733 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1131785.000000 Penalty: 4452.915039
	Iteration 10Q: 3 clusters Score -1131785 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1131833.625000 Penalty: 4452.915039
	Iteration 11Q: 3 clusters Score -1131834 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1131874.625000 Penalty: 4452.915039
	Iteration 12Q: 3 clusters Score -1131875 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1131923.000000 Penalty: 4452.915039
	Iteration 13Q: 3 clusters Score -1131923 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1131971.500000 Penalty: 4452.915039
	Iteration 14Q: 3 clusters Score -1131972 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1132029.750000 Penalty: 4452.915039
	Iteration 15Q: 3 clusters Score -1132030 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1132108.750000 Penalty: 4452.915039
	Iteration 16Q: 3 clusters Score -1132109 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1132203.125000 Penalty: 4452.915039
	Iteration 17Q: 3 clusters Score -1132203 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1132312.500000 Penalty: 4452.915039
	Iteration 18Q: 3 clusters Score -1132312 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1132450.375000 Penalty: 4452.915039
	Iteration 19Q: 3 clusters Score -1132450 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1132595.375000 Penalty: 4452.915039
	Iteration 20F: 3 clusters Score -1132595 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1132773.125000 Penalty: 4452.915039
	Iteration 21Q: 3 clusters Score -1132773 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1132948.000000 Penalty: 4452.915039
	Iteration 22Q: 3 clusters Score -1132948 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1133098.250000 Penalty: 4452.915039
	Iteration 23Q: 3 clusters Score -1133098 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1133207.750000 Penalty: 4452.915039
	Iteration 24Q: 3 clusters Score -1133208 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1133289.000000 Penalty: 4452.915039
	Iteration 25Q: 3 clusters Score -1133289 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1133352.500000 Penalty: 4452.915039
	Iteration 26Q: 3 clusters Score -1133352 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1133385.125000 Penalty: 4452.915039
	Iteration 27Q: 3 clusters Score -1133385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1133406.750000 Penalty: 4452.915039
	Iteration 28Q: 3 clusters Score -1133407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1133428.125000 Penalty: 4452.915039
	Iteration 29Q: 3 clusters Score -1133428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1133445.500000 Penalty: 4452.915039
	Iteration 30Q: 3 clusters Score -1133446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1133452.625000 Penalty: 4452.915039
	Iteration 31Q: 3 clusters Score -1133453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1133459.250000 Penalty: 4452.915039
	Iteration 32Q: 3 clusters Score -1133459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1133463.375000 Penalty: 4452.915039
	Iteration 33Q: 3 clusters Score -1133463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1133464.375000 Penalty: 4452.915039
	Iteration 34Q: 3 clusters Score -1133464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1133470.125000 Penalty: 4452.915039
	Iteration 35Q: 3 clusters Score -1133470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1133473.625000 Penalty: 4452.915039
	Iteration 36Q: 3 clusters Score -1133474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1133479.250000 Penalty: 4452.915039
	Iteration 37Q: 3 clusters Score -1133479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1133482.500000 Penalty: 4452.915039
	Iteration 38Q: 3 clusters Score -1133482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1133484.375000 Penalty: 4452.915039
	Iteration 39Q: 3 clusters Score -1133484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1133486.250000 Penalty: 4452.915039
	Iteration 40F: 3 clusters Score -1133486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -42973.218750 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -42973.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41640.394531 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -41640.39 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41786.738281 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -41786.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41837.042969 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -41837.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41885.695312 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -41885.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41919.253906 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -41919.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41932.675781 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -41932.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41941.648438 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -41941.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41955.476562 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -41955.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41962.652344 Penalty: 2906.950195
	Iteration 8Q: 3 clusters Score -41962.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41965.785156 Penalty: 2906.950195
	Iteration 9Q: 3 clusters Score -41965.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41971.570312 Penalty: 2906.950195
	Iteration 10Q: 3 clusters Score -41971.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41974.464844 Penalty: 2906.950195
	Iteration 11Q: 3 clusters Score -41974.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41974.464844 Penalty: 2906.950195
	Iteration 12F: 3 clusters Score -41974.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -73759.570312 Penalty: 1591.349609
	Iteration 0F: 2 clusters Score -73759.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -72208.757812 Penalty: 3182.699219
	Iteration 0F: 3 clusters Score -72208.76 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -72473.679688 Penalty: 3182.699219
	Iteration 1F: 3 clusters Score -72473.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -72637.890625 Penalty: 3182.699219
	Iteration 2F: 3 clusters Score -72637.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -72740.656250 Penalty: 3182.699219
	Iteration 3F: 3 clusters Score -72740.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -72805.679688 Penalty: 3182.699219
	Iteration 4Q: 3 clusters Score -72805.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -72832.148438 Penalty: 3182.699219
	Iteration 5Q: 3 clusters Score -72832.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -72846.109375 Penalty: 3182.699219
	Iteration 6Q: 3 clusters Score -72846.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -72850.859375 Penalty: 3182.699219
	Iteration 7Q: 3 clusters Score -72850.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -72854.710938 Penalty: 3182.699219
	Iteration 8Q: 3 clusters Score -72854.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -72860.398438 Penalty: 3182.699219
	Iteration 9Q: 3 clusters Score -72860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -72862.546875 Penalty: 3182.699219
	Iteration 10Q: 3 clusters Score -72862.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -72865.859375 Penalty: 3182.699219
	Iteration 11Q: 3 clusters Score -72865.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -72865.859375 Penalty: 3182.699219
	Iteration 12F: 3 clusters Score -72865.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (210343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210343 members 
Entering Unmasked Estep 
Score: -29334550.000000 Penalty: 3039.610596
	Iteration 0F: 2 clusters Score -2.933455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105613 members 
Mstep: Class 2 contains 104730 members 
Entering Unmasked Estep 
Score: -29211446.000000 Penalty: 6079.221191
	Iteration 0F: 3 clusters Score -2.921145e+07 nChanged 101112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113781 members 
Mstep: Class 2 contains 96562 members 
Entering Unmasked Estep 
Score: -29271930.000000 Penalty: 6079.221191
	Iteration 1F: 3 clusters Score -2.927193e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119333 members 
Mstep: Class 2 contains 91010 members 
Entering Unmasked Estep 
Score: -29274436.000000 Penalty: 6079.221191
	Iteration 2Q: 3 clusters Score -2.927444e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127683 members 
Mstep: Class 2 contains 82660 members 
Entering Unmasked Estep 
Score: -29279022.000000 Penalty: 6079.221191
	Iteration 3F: 3 clusters Score -2.927902e+07 nChanged 13125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138990 members 
Mstep: Class 2 contains 71353 members 
Entering Unmasked Estep 
Score: -29285668.000000 Penalty: 6079.221191
	Iteration 4F: 3 clusters Score -2.928567e+07 nChanged 15130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152818 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -29294532.000000 Penalty: 6079.221191
	Iteration 5F: 3 clusters Score -2.929453e+07 nChanged 15351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167113 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -29304356.000000 Penalty: 6079.221191
	Iteration 6F: 3 clusters Score -2.930436e+07 nChanged 12987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179016 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -29313286.000000 Penalty: 6079.221191
	Iteration 7F: 3 clusters Score -2.931329e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187200 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -29320026.000000 Penalty: 6079.221191
	Iteration 8Q: 3 clusters Score -2.932003e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192298 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -29324288.000000 Penalty: 6079.221191
	Iteration 9Q: 3 clusters Score -2.932429e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195642 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -29326886.000000 Penalty: 6079.221191
	Iteration 10Q: 3 clusters Score -2.932689e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198078 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -29328300.000000 Penalty: 6079.221191
	Iteration 11Q: 3 clusters Score -2.93283e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199967 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -29329104.000000 Penalty: 6079.221191
	Iteration 12Q: 3 clusters Score -2.93291e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201571 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -29330006.000000 Penalty: 6079.221191
	Iteration 13Q: 3 clusters Score -2.933001e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202856 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -29330518.000000 Penalty: 6079.221191
	Iteration 14Q: 3 clusters Score -2.933052e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203935 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -29331070.000000 Penalty: 6079.221191
	Iteration 15Q: 3 clusters Score -2.933107e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204834 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -29331548.000000 Penalty: 6079.221191
	Iteration 16Q: 3 clusters Score -2.933155e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205551 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -29331866.000000 Penalty: 6079.221191
	Iteration 17Q: 3 clusters Score -2.933187e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206152 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -29332072.000000 Penalty: 6079.221191
	Iteration 18Q: 3 clusters Score -2.933207e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206624 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -29332240.000000 Penalty: 6079.221191
	Iteration 19Q: 3 clusters Score -2.933224e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207019 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -29332430.000000 Penalty: 6079.221191
	Iteration 20F: 3 clusters Score -2.933243e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207319 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -29332524.000000 Penalty: 6079.221191
	Iteration 21Q: 3 clusters Score -2.933252e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207580 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -29332692.000000 Penalty: 6079.221191
	Iteration 22Q: 3 clusters Score -2.933269e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207788 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -29332770.000000 Penalty: 6079.221191
	Iteration 23Q: 3 clusters Score -2.933277e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207954 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -29332796.000000 Penalty: 6079.221191
	Iteration 24Q: 3 clusters Score -2.93328e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208089 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -29332802.000000 Penalty: 6079.221191
	Iteration 25Q: 3 clusters Score -2.93328e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208206 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -29332790.000000 Penalty: 6079.221191
	Iteration 26Q: 3 clusters Score -2.933279e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208290 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -29332822.000000 Penalty: 6079.221191
	Iteration 27Q: 3 clusters Score -2.933282e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208366 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -29332852.000000 Penalty: 6079.221191
	Iteration 28Q: 3 clusters Score -2.933285e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208438 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -29332866.000000 Penalty: 6079.221191
	Iteration 29Q: 3 clusters Score -2.933287e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208496 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -29332898.000000 Penalty: 6079.221191
	Iteration 30Q: 3 clusters Score -2.93329e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208550 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -29332890.000000 Penalty: 6079.221191
	Iteration 31Q: 3 clusters Score -2.933289e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208609 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -29332896.000000 Penalty: 6079.221191
	Iteration 32Q: 3 clusters Score -2.93329e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208656 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -29332904.000000 Penalty: 6079.221191
	Iteration 33Q: 3 clusters Score -2.93329e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208696 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -29332912.000000 Penalty: 6079.221191
	Iteration 34Q: 3 clusters Score -2.933291e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208729 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -29332882.000000 Penalty: 6079.221191
	Iteration 35Q: 3 clusters Score -2.933288e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208750 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -29332894.000000 Penalty: 6079.221191
	Iteration 36Q: 3 clusters Score -2.933289e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208775 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -29332900.000000 Penalty: 6079.221191
	Iteration 37Q: 3 clusters Score -2.93329e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208798 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -29332890.000000 Penalty: 6079.221191
	Iteration 38Q: 3 clusters Score -2.933289e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208814 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -29332888.000000 Penalty: 6079.221191
	Iteration 39Q: 3 clusters Score -2.933289e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208820 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -29332902.000000 Penalty: 6079.221191
	Iteration 40F: 3 clusters Score -2.93329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208827 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -29332916.000000 Penalty: 6079.221191
	Iteration 41Q: 3 clusters Score -2.933292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208834 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -29332914.000000 Penalty: 6079.221191
	Iteration 42Q: 3 clusters Score -2.933291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208844 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -29332912.000000 Penalty: 6079.221191
	Iteration 43Q: 3 clusters Score -2.933291e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208853 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -29332918.000000 Penalty: 6079.221191
	Iteration 44Q: 3 clusters Score -2.933292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208863 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -29332932.000000 Penalty: 6079.221191
	Iteration 45Q: 3 clusters Score -2.933293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208875 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -29332932.000000 Penalty: 6079.221191
	Iteration 46Q: 3 clusters Score -2.933293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208884 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -29332910.000000 Penalty: 6079.221191
	Iteration 47Q: 3 clusters Score -2.933291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208891 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -29332912.000000 Penalty: 6079.221191
	Iteration 48Q: 3 clusters Score -2.933291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208901 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -29332902.000000 Penalty: 6079.221191
	Iteration 49Q: 3 clusters Score -2.93329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208908 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -29332912.000000 Penalty: 6079.221191
	Iteration 50Q: 3 clusters Score -2.933291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208916 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -29332940.000000 Penalty: 6079.221191
	Iteration 51Q: 3 clusters Score -2.933294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208924 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -29332936.000000 Penalty: 6079.221191
	Iteration 52Q: 3 clusters Score -2.933294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208934 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -29332952.000000 Penalty: 6079.221191
	Iteration 53Q: 3 clusters Score -2.933295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208942 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -29332960.000000 Penalty: 6079.221191
	Iteration 54Q: 3 clusters Score -2.933296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208945 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -29332944.000000 Penalty: 6079.221191
	Iteration 55Q: 3 clusters Score -2.933294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208947 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -29332928.000000 Penalty: 6079.221191
	Iteration 56Q: 3 clusters Score -2.933293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208949 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -29332920.000000 Penalty: 6079.221191
	Iteration 57Q: 3 clusters Score -2.933292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208950 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -29332924.000000 Penalty: 6079.221191
	Iteration 58Q: 3 clusters Score -2.933292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208951 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -29332918.000000 Penalty: 6079.221191
	Iteration 59Q: 3 clusters Score -2.933292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208953 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -29332930.000000 Penalty: 6079.221191
	Iteration 60F: 3 clusters Score -2.933293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208954 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -29332918.000000 Penalty: 6079.221191
	Iteration 61Q: 3 clusters Score -2.933292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208954 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -29332918.000000 Penalty: 6079.221191
	Iteration 62F: 3 clusters Score -2.933292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -55809.894531 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -55809.89 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 225 members 
Entering Unmasked Estep 
Score: -54348.789062 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -54348.79 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54523.101562 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -54523.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54608.253906 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -54608.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54645.714844 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -54645.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -54659.824219 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -54659.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54665.054688 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -54665.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54673.339844 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -54673.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54677.191406 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -54677.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54677.792969 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -54677.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54677.792969 Penalty: 3024.645020
	Iteration 9F: 3 clusters Score -54677.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -30874.060547 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -30874.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30030.916016 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -30030.92 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30240.023438 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -30240.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30279.798828 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -30279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30291.125000 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -30291.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30291.125000 Penalty: 2765.670898
	Iteration 4F: 3 clusters Score -30291.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -117419.617188 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -117419.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -115601.304688 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -115601.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -115851.070312 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -115851.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -115928.015625 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -115928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -115974.664062 Penalty: 3369.002930
	Iteration 3Q: 3 clusters Score -115974.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -115995.328125 Penalty: 3369.002930
	Iteration 4Q: 3 clusters Score -115995.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -116009.515625 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -116009.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -116023.453125 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -116023.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -116025.312500 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -116025.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -116025.312500 Penalty: 3369.002930
	Iteration 8F: 3 clusters Score -116025.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Entering Unmasked Estep 
Score: -2505018.250000 Penalty: 2440.666992
	Iteration 0F: 2 clusters Score -2505018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2491724.250000 Penalty: 4881.333984
	Iteration 0F: 3 clusters Score -2491724 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2496072.750000 Penalty: 4881.333984
	Iteration 1F: 3 clusters Score -2496073 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2496547.250000 Penalty: 4881.333984
	Iteration 2F: 3 clusters Score -2496547 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2496988.750000 Penalty: 4881.333984
	Iteration 3F: 3 clusters Score -2496989 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2497422.250000 Penalty: 4881.333984
	Iteration 4Q: 3 clusters Score -2497422 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2497860.250000 Penalty: 4881.333984
	Iteration 5Q: 3 clusters Score -2497860 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2498253.500000 Penalty: 4881.333984
	Iteration 6Q: 3 clusters Score -2498254 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2498625.250000 Penalty: 4881.333984
	Iteration 7Q: 3 clusters Score -2498625 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2498926.750000 Penalty: 4881.333984
	Iteration 8Q: 3 clusters Score -2498927 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2499193.750000 Penalty: 4881.333984
	Iteration 9Q: 3 clusters Score -2499194 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2499418.750000 Penalty: 4881.333984
	Iteration 10Q: 3 clusters Score -2499419 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2499601.750000 Penalty: 4881.333984
	Iteration 11Q: 3 clusters Score -2499602 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2499773.000000 Penalty: 4881.333984
	Iteration 12Q: 3 clusters Score -2499773 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2499924.250000 Penalty: 4881.333984
	Iteration 13Q: 3 clusters Score -2499924 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2500060.000000 Penalty: 4881.333984
	Iteration 14Q: 3 clusters Score -2500060 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2500218.750000 Penalty: 4881.333984
	Iteration 15Q: 3 clusters Score -2500219 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2500373.500000 Penalty: 4881.333984
	Iteration 16Q: 3 clusters Score -2500374 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2500574.250000 Penalty: 4881.333984
	Iteration 17Q: 3 clusters Score -2500574 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2500800.000000 Penalty: 4881.333984
	Iteration 18Q: 3 clusters Score -2500800 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2501069.000000 Penalty: 4881.333984
	Iteration 19Q: 3 clusters Score -2501069 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2501308.000000 Penalty: 4881.333984
	Iteration 20F: 3 clusters Score -2501308 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2501515.500000 Penalty: 4881.333984
	Iteration 21Q: 3 clusters Score -2501516 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2501684.750000 Penalty: 4881.333984
	Iteration 22Q: 3 clusters Score -2501685 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2501834.750000 Penalty: 4881.333984
	Iteration 23Q: 3 clusters Score -2501835 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2501951.250000 Penalty: 4881.333984
	Iteration 24Q: 3 clusters Score -2501951 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2502067.500000 Penalty: 4881.333984
	Iteration 25Q: 3 clusters Score -2502068 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2502169.750000 Penalty: 4881.333984
	Iteration 26Q: 3 clusters Score -2502170 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2502280.500000 Penalty: 4881.333984
	Iteration 27Q: 3 clusters Score -2502280 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2502357.750000 Penalty: 4881.333984
	Iteration 28Q: 3 clusters Score -2502358 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2502423.000000 Penalty: 4881.333984
	Iteration 29Q: 3 clusters Score -2502423 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2502484.000000 Penalty: 4881.333984
	Iteration 30Q: 3 clusters Score -2502484 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2502526.250000 Penalty: 4881.333984
	Iteration 31Q: 3 clusters Score -2502526 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2502576.250000 Penalty: 4881.333984
	Iteration 32Q: 3 clusters Score -2502576 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2502627.500000 Penalty: 4881.333984
	Iteration 33Q: 3 clusters Score -2502628 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2502667.500000 Penalty: 4881.333984
	Iteration 34Q: 3 clusters Score -2502668 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2502683.000000 Penalty: 4881.333984
	Iteration 35Q: 3 clusters Score -2502683 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2502706.750000 Penalty: 4881.333984
	Iteration 36Q: 3 clusters Score -2502707 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2502718.500000 Penalty: 4881.333984
	Iteration 37Q: 3 clusters Score -2502718 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2502740.500000 Penalty: 4881.333984
	Iteration 38Q: 3 clusters Score -2502740 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2502752.500000 Penalty: 4881.333984
	Iteration 39Q: 3 clusters Score -2502752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2502765.500000 Penalty: 4881.333984
	Iteration 40F: 3 clusters Score -2502766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2502770.500000 Penalty: 4881.333984
	Iteration 41Q: 3 clusters Score -2502770 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2502785.000000 Penalty: 4881.333984
	Iteration 42Q: 3 clusters Score -2502785 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2502791.000000 Penalty: 4881.333984
	Iteration 43Q: 3 clusters Score -2502791 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2502803.750000 Penalty: 4881.333984
	Iteration 44Q: 3 clusters Score -2502804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2502820.000000 Penalty: 4881.333984
	Iteration 45Q: 3 clusters Score -2502820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2502828.500000 Penalty: 4881.333984
	Iteration 46Q: 3 clusters Score -2502828 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2502825.250000 Penalty: 4881.333984
	Iteration 47Q: 3 clusters Score -2502825 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2502829.500000 Penalty: 4881.333984
	Iteration 48Q: 3 clusters Score -2502830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2502829.250000 Penalty: 4881.333984
	Iteration 49Q: 3 clusters Score -2502829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2502831.500000 Penalty: 4881.333984
	Iteration 50Q: 3 clusters Score -2502832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2502826.000000 Penalty: 4881.333984
	Iteration 51Q: 3 clusters Score -2502826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2502829.500000 Penalty: 4881.333984
	Iteration 52Q: 3 clusters Score -2502830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2502836.500000 Penalty: 4881.333984
	Iteration 53Q: 3 clusters Score -2502836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2502840.250000 Penalty: 4881.333984
	Iteration 54Q: 3 clusters Score -2502840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2502843.250000 Penalty: 4881.333984
	Iteration 55Q: 3 clusters Score -2502843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2502844.250000 Penalty: 4881.333984
	Iteration 56Q: 3 clusters Score -2502844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2502847.250000 Penalty: 4881.333984
	Iteration 57Q: 3 clusters Score -2502847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2502849.500000 Penalty: 4881.333984
	Iteration 58Q: 3 clusters Score -2502850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2502843.250000 Penalty: 4881.333984
	Iteration 59Q: 3 clusters Score -2502843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2502844.000000 Penalty: 4881.333984
	Iteration 60F: 3 clusters Score -2502844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2502844.000000 Penalty: 4881.333984
	Iteration 61Q: 3 clusters Score -2502844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2502845.000000 Penalty: 4881.333984
	Iteration 62Q: 3 clusters Score -2502845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2502849.750000 Penalty: 4881.333984
	Iteration 63Q: 3 clusters Score -2502850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2502843.000000 Penalty: 4881.333984
	Iteration 64Q: 3 clusters Score -2502843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2502848.000000 Penalty: 4881.333984
	Iteration 65Q: 3 clusters Score -2502848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2502848.750000 Penalty: 4881.333984
	Iteration 66Q: 3 clusters Score -2502849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2502857.250000 Penalty: 4881.333984
	Iteration 67Q: 3 clusters Score -2502857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2502857.750000 Penalty: 4881.333984
	Iteration 68Q: 3 clusters Score -2502858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2502852.500000 Penalty: 4881.333984
	Iteration 69Q: 3 clusters Score -2502852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2502856.250000 Penalty: 4881.333984
	Iteration 70Q: 3 clusters Score -2502856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2502854.250000 Penalty: 4881.333984
	Iteration 71Q: 3 clusters Score -2502854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2502855.750000 Penalty: 4881.333984
	Iteration 72Q: 3 clusters Score -2502856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2502856.000000 Penalty: 4881.333984
	Iteration 73Q: 3 clusters Score -2502856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2502856.500000 Penalty: 4881.333984
	Iteration 74Q: 3 clusters Score -2502856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2502854.250000 Penalty: 4881.333984
	Iteration 75Q: 3 clusters Score -2502854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2502854.750000 Penalty: 4881.333984
	Iteration 76Q: 3 clusters Score -2502855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2502859.250000 Penalty: 4881.333984
	Iteration 77Q: 3 clusters Score -2502859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2502855.250000 Penalty: 4881.333984
	Iteration 78Q: 3 clusters Score -2502855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2502856.250000 Penalty: 4881.333984
	Iteration 79Q: 3 clusters Score -2502856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2502857.000000 Penalty: 4881.333984
	Iteration 80F: 3 clusters Score -2502857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Entering Unmasked Estep 
Score: -598416.625000 Penalty: 2091.908447
	Iteration 0F: 2 clusters Score -598416.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -594142.812500 Penalty: 4183.816895
	Iteration 0F: 3 clusters Score -594142.8 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -595102.687500 Penalty: 4183.816895
	Iteration 1F: 3 clusters Score -595102.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -595328.312500 Penalty: 4183.816895
	Iteration 2F: 3 clusters Score -595328.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -595450.500000 Penalty: 4183.816895
	Iteration 3Q: 3 clusters Score -595450.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -595525.000000 Penalty: 4183.816895
	Iteration 4Q: 3 clusters Score -595525 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -595573.187500 Penalty: 4183.816895
	Iteration 5Q: 3 clusters Score -595573.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -595613.062500 Penalty: 4183.816895
	Iteration 6Q: 3 clusters Score -595613.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -595639.312500 Penalty: 4183.816895
	Iteration 7Q: 3 clusters Score -595639.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -595660.500000 Penalty: 4183.816895
	Iteration 8Q: 3 clusters Score -595660.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -595681.000000 Penalty: 4183.816895
	Iteration 9Q: 3 clusters Score -595681 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -595700.437500 Penalty: 4183.816895
	Iteration 10Q: 3 clusters Score -595700.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -595714.750000 Penalty: 4183.816895
	Iteration 11Q: 3 clusters Score -595714.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -595726.375000 Penalty: 4183.816895
	Iteration 12Q: 3 clusters Score -595726.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -595741.812500 Penalty: 4183.816895
	Iteration 13Q: 3 clusters Score -595741.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -595756.250000 Penalty: 4183.816895
	Iteration 14Q: 3 clusters Score -595756.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -595771.625000 Penalty: 4183.816895
	Iteration 15Q: 3 clusters Score -595771.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -595787.250000 Penalty: 4183.816895
	Iteration 16Q: 3 clusters Score -595787.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -595804.625000 Penalty: 4183.816895
	Iteration 17Q: 3 clusters Score -595804.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -595826.937500 Penalty: 4183.816895
	Iteration 18Q: 3 clusters Score -595826.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -595844.500000 Penalty: 4183.816895
	Iteration 19Q: 3 clusters Score -595844.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -595863.312500 Penalty: 4183.816895
	Iteration 20F: 3 clusters Score -595863.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -595890.937500 Penalty: 4183.816895
	Iteration 21Q: 3 clusters Score -595890.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -595925.312500 Penalty: 4183.816895
	Iteration 22Q: 3 clusters Score -595925.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -595961.375000 Penalty: 4183.816895
	Iteration 23Q: 3 clusters Score -595961.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -595996.062500 Penalty: 4183.816895
	Iteration 24Q: 3 clusters Score -595996.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -596029.625000 Penalty: 4183.816895
	Iteration 25Q: 3 clusters Score -596029.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -596056.125000 Penalty: 4183.816895
	Iteration 26Q: 3 clusters Score -596056.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -596094.250000 Penalty: 4183.816895
	Iteration 27Q: 3 clusters Score -596094.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -596133.437500 Penalty: 4183.816895
	Iteration 28Q: 3 clusters Score -596133.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -596178.062500 Penalty: 4183.816895
	Iteration 29Q: 3 clusters Score -596178.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -596228.750000 Penalty: 4183.816895
	Iteration 30Q: 3 clusters Score -596228.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -596279.625000 Penalty: 4183.816895
	Iteration 31Q: 3 clusters Score -596279.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -596329.687500 Penalty: 4183.816895
	Iteration 32Q: 3 clusters Score -596329.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -596381.812500 Penalty: 4183.816895
	Iteration 33Q: 3 clusters Score -596381.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -596446.250000 Penalty: 4183.816895
	Iteration 34Q: 3 clusters Score -596446.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -596505.062500 Penalty: 4183.816895
	Iteration 35Q: 3 clusters Score -596505.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -596556.625000 Penalty: 4183.816895
	Iteration 36Q: 3 clusters Score -596556.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -596613.625000 Penalty: 4183.816895
	Iteration 37Q: 3 clusters Score -596613.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -596664.000000 Penalty: 4183.816895
	Iteration 38Q: 3 clusters Score -596664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -596703.187500 Penalty: 4183.816895
	Iteration 39Q: 3 clusters Score -596703.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -596724.812500 Penalty: 4183.816895
	Iteration 40F: 3 clusters Score -596724.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -596754.437500 Penalty: 4183.816895
	Iteration 41Q: 3 clusters Score -596754.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -596782.437500 Penalty: 4183.816895
	Iteration 42Q: 3 clusters Score -596782.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -596801.187500 Penalty: 4183.816895
	Iteration 43Q: 3 clusters Score -596801.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -596825.312500 Penalty: 4183.816895
	Iteration 44Q: 3 clusters Score -596825.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -596865.062500 Penalty: 4183.816895
	Iteration 45Q: 3 clusters Score -596865.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -596927.312500 Penalty: 4183.816895
	Iteration 46Q: 3 clusters Score -596927.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -596985.125000 Penalty: 4183.816895
	Iteration 47Q: 3 clusters Score -596985.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -597017.437500 Penalty: 4183.816895
	Iteration 48Q: 3 clusters Score -597017.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -597038.187500 Penalty: 4183.816895
	Iteration 49Q: 3 clusters Score -597038.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -597055.687500 Penalty: 4183.816895
	Iteration 50Q: 3 clusters Score -597055.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -597067.375000 Penalty: 4183.816895
	Iteration 51Q: 3 clusters Score -597067.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -597071.187500 Penalty: 4183.816895
	Iteration 52Q: 3 clusters Score -597071.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -597072.812500 Penalty: 4183.816895
	Iteration 53Q: 3 clusters Score -597072.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -597073.125000 Penalty: 4183.816895
	Iteration 54Q: 3 clusters Score -597073.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -597075.562500 Penalty: 4183.816895
	Iteration 55Q: 3 clusters Score -597075.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -597074.812500 Penalty: 4183.816895
	Iteration 56Q: 3 clusters Score -597074.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -597076.625000 Penalty: 4183.816895
	Iteration 57Q: 3 clusters Score -597076.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -597075.250000 Penalty: 4183.816895
	Iteration 58Q: 3 clusters Score -597075.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -597075.250000 Penalty: 4183.816895
	Iteration 59F: 3 clusters Score -597075.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (57491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Entering Unmasked Estep 
Score: -8013873.500000 Penalty: 2717.927246
	Iteration 0F: 2 clusters Score -8013874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -7975056.500000 Penalty: 5435.854492
	Iteration 0F: 3 clusters Score -7975056 nChanged 26809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -7990080.500000 Penalty: 5435.854492
	Iteration 1F: 3 clusters Score -7990080 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -7990757.000000 Penalty: 5435.854492
	Iteration 2Q: 3 clusters Score -7990757 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -7991660.000000 Penalty: 5435.854492
	Iteration 3Q: 3 clusters Score -7991660 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -7992686.000000 Penalty: 5435.854492
	Iteration 4Q: 3 clusters Score -7992686 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -7993949.000000 Penalty: 5435.854492
	Iteration 5Q: 3 clusters Score -7993949 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -7995604.500000 Penalty: 5435.854492
	Iteration 6F: 3 clusters Score -7995604 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -7997839.500000 Penalty: 5435.854492
	Iteration 7F: 3 clusters Score -7997840 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -8000530.500000 Penalty: 5435.854492
	Iteration 8F: 3 clusters Score -8000530 nChanged 3694
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8003472 nChanged 3110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -8005792 nChanged 2111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8006956 nChanged 1397
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Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8007572 nChanged 1072
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Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8008063 nChanged 952
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Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8008409 nChanged 890
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8008763 nChanged 843
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Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8009090 nChanged 790
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Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8009374 nChanged 736
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Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8009678 nChanged 699
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Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8009926 nChanged 670
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Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8010190 nChanged 641
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Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8010442 nChanged 590
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Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8010698 nChanged 552
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Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8010916 nChanged 509
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Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8011122 nChanged 455
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Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8011284 nChanged 415
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Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8011446 nChanged 339
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Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8011558 nChanged 289
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Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8011674 nChanged 231
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Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8011760 nChanged 198
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Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8011802 nChanged 173
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Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8011837 nChanged 151
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Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8011888 nChanged 148
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Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8011916 nChanged 124
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Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8011916 nChanged 109
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Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8011962 nChanged 98
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Mstep: Class 1 contains 54029 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8011966 nChanged 78
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Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8011978 nChanged 82
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Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8011996 nChanged 79
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Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8012021 nChanged 68
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8012040 nChanged 56
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Mstep: Class 1 contains 54390 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8012068 nChanged 46
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Mstep: Class 1 contains 54436 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8012066 nChanged 52
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8012087 nChanged 59
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8012153 nChanged 43
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Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8012188 nChanged 36
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Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8012177 nChanged 33
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Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8012178 nChanged 31
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Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8012185 nChanged 35
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Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8012179 nChanged 28
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Mstep: Class 1 contains 54937 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -8012193.500000 Penalty: 5435.854492
	Iteration 54Q: 3 clusters Score -8012194 nChanged 29
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Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8012198 nChanged 29
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Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -8012212.000000 Penalty: 5435.854492
	Iteration 56Q: 3 clusters Score -8012212 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55017 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8012211 nChanged 32
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Mstep: Class 1 contains 55047 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8012223 nChanged 32
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Mstep: Class 1 contains 55075 members 
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Entering Unmasked Estep 
Score: -8012229.500000 Penalty: 5435.854492
	Iteration 59Q: 3 clusters Score -8012230 nChanged 27
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Mstep: Class 1 contains 55098 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8012236 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8012234 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8012247 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8012258 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8012262 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8012269 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55221 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8012266 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8012265 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8012254 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8012264 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8012260.000000 Penalty: 5435.854492
	Iteration 70Q: 3 clusters Score -8012260 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55299 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8012264 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55311 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8012277 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8012280 nChanged 10
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Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8012294 nChanged 11
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Mstep: Class 1 contains 55341 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8012292 nChanged 18
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Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8012296 nChanged 13
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Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8012296 nChanged 10
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Mstep: Class 1 contains 55380 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8012294 nChanged 7
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Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8012297 nChanged 10
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Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8012296 nChanged 8
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Mstep: Class 1 contains 55405 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8012298 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8012292 nChanged 12
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8012300 nChanged 11
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	Iteration 84Q: 3 clusters Score -8012303 nChanged 5
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8012314 nChanged 1
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	Iteration 86Q: 3 clusters Score -8012305 nChanged 1
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	Iteration 87Q: 3 clusters Score -8012306 nChanged 2
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	Iteration 88Q: 3 clusters Score -8012306 nChanged 2
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	Iteration 89Q: 3 clusters Score -8012306 nChanged 2
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	Iteration 90Q: 3 clusters Score -8012310 nChanged 4
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	Iteration 91Q: 3 clusters Score -8012309 nChanged 3
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	Iteration 92Q: 3 clusters Score -8012307 nChanged 1
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	Iteration 93Q: 3 clusters Score -8012305 nChanged 0
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	Iteration 94F: 3 clusters Score -8012305 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15527 members 
Mstep: Class 5 contains 66607 members 
Mstep: Class 6 contains 207196 members 
Mstep: Class 7 contains 51564 members 
Mstep: Class 8 contains 268045 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 42510 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 10345 members 
Mstep: Class 14 contains 7924 members 
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Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210343 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18796 members 
Mstep: Class 22 contains 4606 members 
Mstep: Class 23 contains 57491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800400.000000 Penalty: 78787.804688
Iteration 239Q: 24 clusters Score -1.358004e+08 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 3 contains 649 members 
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Mstep: Class 5 contains 66597 members 
Mstep: Class 6 contains 207176 members 
Mstep: Class 7 contains 51567 members 
Mstep: Class 8 contains 268149 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 42495 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 10290 members 
Mstep: Class 14 contains 7928 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210352 members 
Mstep: Class 18 contains 445 members 
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Mstep: Class 20 contains 891 members 
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Entering Unmasked Estep 
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Iteration 240F: 24 clusters Score -1.358004e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15535 members 
Mstep: Class 5 contains 66591 members 
Mstep: Class 6 contains 207177 members 
Mstep: Class 7 contains 51567 members 
Mstep: Class 8 contains 268255 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 42481 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 10226 members 
Mstep: Class 14 contains 7928 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210354 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18795 members 
Mstep: Class 22 contains 4602 members 
Mstep: Class 23 contains 57449 members 
Entering Unmasked Estep 
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Iteration 241Q: 24 clusters Score -1.358003e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15539 members 
Mstep: Class 5 contains 66593 members 
Mstep: Class 6 contains 207185 members 
Mstep: Class 7 contains 51567 members 
Mstep: Class 8 contains 268371 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 42470 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 10143 members 
Mstep: Class 14 contains 7928 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210351 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18795 members 
Mstep: Class 22 contains 4601 members 
Mstep: Class 23 contains 57420 members 
Entering Unmasked Estep 
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Iteration 242Q: 24 clusters Score -1.358004e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 15546 members 
Mstep: Class 5 contains 66584 members 
Mstep: Class 6 contains 207196 members 
Mstep: Class 7 contains 51568 members 
Mstep: Class 8 contains 268485 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 42458 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 10056 members 
Mstep: Class 14 contains 7929 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210350 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18795 members 
Mstep: Class 22 contains 4602 members 
Mstep: Class 23 contains 57405 members 
Entering Unmasked Estep 
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Iteration 243Q: 24 clusters Score -1.358005e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15551 members 
Mstep: Class 5 contains 66561 members 
Mstep: Class 6 contains 207199 members 
Mstep: Class 7 contains 51569 members 
Mstep: Class 8 contains 268616 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 42441 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 9979 members 
Mstep: Class 14 contains 7932 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210354 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18796 members 
Mstep: Class 22 contains 4605 members 
Mstep: Class 23 contains 57377 members 
Entering Unmasked Estep 
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Iteration 244Q: 24 clusters Score -1.358006e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15553 members 
Mstep: Class 5 contains 66538 members 
Mstep: Class 6 contains 207194 members 
Mstep: Class 7 contains 51572 members 
Mstep: Class 8 contains 268736 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 42430 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 9902 members 
Mstep: Class 14 contains 7940 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210351 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18799 members 
Mstep: Class 22 contains 4603 members 
Mstep: Class 23 contains 57365 members 
Entering Unmasked Estep 
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Iteration 245Q: 24 clusters Score -1.358005e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15554 members 
Mstep: Class 5 contains 66508 members 
Mstep: Class 6 contains 207190 members 
Mstep: Class 7 contains 51572 members 
Mstep: Class 8 contains 268846 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 42420 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 9838 members 
Mstep: Class 14 contains 7945 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210361 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18800 members 
Mstep: Class 22 contains 4602 members 
Mstep: Class 23 contains 57354 members 
Entering Unmasked Estep 
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Iteration 246Q: 24 clusters Score -1.358005e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15555 members 
Mstep: Class 5 contains 66491 members 
Mstep: Class 6 contains 207199 members 
Mstep: Class 7 contains 51573 members 
Mstep: Class 8 contains 268973 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 42408 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 9757 members 
Mstep: Class 14 contains 7950 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210366 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18797 members 
Mstep: Class 22 contains 4598 members 
Mstep: Class 23 contains 57330 members 
Entering Unmasked Estep 
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Iteration 247Q: 24 clusters Score -1.358005e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15559 members 
Mstep: Class 5 contains 66462 members 
Mstep: Class 6 contains 207209 members 
Mstep: Class 7 contains 51570 members 
Mstep: Class 8 contains 269119 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 42396 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 9666 members 
Mstep: Class 14 contains 7956 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210367 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18795 members 
Mstep: Class 22 contains 4595 members 
Mstep: Class 23 contains 57308 members 
Entering Unmasked Estep 
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Iteration 248Q: 24 clusters Score -1.358006e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15563 members 
Mstep: Class 5 contains 66422 members 
Mstep: Class 6 contains 207214 members 
Mstep: Class 7 contains 51568 members 
Mstep: Class 8 contains 269295 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 42380 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 9566 members 
Mstep: Class 14 contains 7962 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210372 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18795 members 
Mstep: Class 22 contains 4595 members 
Mstep: Class 23 contains 57275 members 
Entering Unmasked Estep 
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Iteration 249Q: 24 clusters Score -1.358009e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15556 members 
Mstep: Class 5 contains 66395 members 
Mstep: Class 6 contains 207220 members 
Mstep: Class 7 contains 51565 members 
Mstep: Class 8 contains 269462 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 42367 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 9476 members 
Mstep: Class 14 contains 7967 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210379 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18791 members 
Mstep: Class 22 contains 4594 members 
Mstep: Class 23 contains 57244 members 
Entering Unmasked Estep 
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Iteration 250Q: 24 clusters Score -1.358009e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15557 members 
Mstep: Class 5 contains 66377 members 
Mstep: Class 6 contains 207215 members 
Mstep: Class 7 contains 51562 members 
Mstep: Class 8 contains 269622 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 42351 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 9386 members 
Mstep: Class 14 contains 7971 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210386 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18790 members 
Mstep: Class 22 contains 4594 members 
Mstep: Class 23 contains 57214 members 
Entering Unmasked Estep 
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Iteration 251Q: 24 clusters Score -1.358011e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15561 members 
Mstep: Class 5 contains 66354 members 
Mstep: Class 6 contains 207217 members 
Mstep: Class 7 contains 51560 members 
Mstep: Class 8 contains 269780 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 42339 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 9285 members 
Mstep: Class 14 contains 7975 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210381 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18791 members 
Mstep: Class 22 contains 4592 members 
Mstep: Class 23 contains 57196 members 
Entering Unmasked Estep 
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Iteration 252Q: 24 clusters Score -1.35801e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15562 members 
Mstep: Class 5 contains 66331 members 
Mstep: Class 6 contains 207202 members 
Mstep: Class 7 contains 51560 members 
Mstep: Class 8 contains 269933 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 42336 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 9203 members 
Mstep: Class 14 contains 7978 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210381 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18792 members 
Mstep: Class 22 contains 4591 members 
Mstep: Class 23 contains 57174 members 
Entering Unmasked Estep 
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Iteration 253Q: 24 clusters Score -1.358011e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15561 members 
Mstep: Class 5 contains 66307 members 
Mstep: Class 6 contains 207191 members 
Mstep: Class 7 contains 51559 members 
Mstep: Class 8 contains 270085 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 42327 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 9119 members 
Mstep: Class 14 contains 7982 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210397 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18793 members 
Mstep: Class 22 contains 4589 members 
Mstep: Class 23 contains 57146 members 
Entering Unmasked Estep 
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Iteration 254Q: 24 clusters Score -1.35801e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15562 members 
Mstep: Class 5 contains 66285 members 
Mstep: Class 6 contains 207183 members 
Mstep: Class 7 contains 51561 members 
Mstep: Class 8 contains 270229 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 42310 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 9043 members 
Mstep: Class 14 contains 7982 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210415 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18792 members 
Mstep: Class 22 contains 4584 members 
Mstep: Class 23 contains 57125 members 
Entering Unmasked Estep 
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Iteration 255Q: 24 clusters Score -1.358009e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 4303 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15564 members 
Mstep: Class 5 contains 66259 members 
Mstep: Class 6 contains 207175 members 
Mstep: Class 7 contains 51560 members 
Mstep: Class 8 contains 270393 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 42290 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8957 members 
Mstep: Class 14 contains 7982 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210420 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18793 members 
Mstep: Class 22 contains 4582 members 
Mstep: Class 23 contains 57110 members 
Entering Unmasked Estep 
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Iteration 256Q: 24 clusters Score -1.35801e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 4303 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15564 members 
Mstep: Class 5 contains 66241 members 
Mstep: Class 6 contains 207161 members 
Mstep: Class 7 contains 51560 members 
Mstep: Class 8 contains 270522 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 42283 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8878 members 
Mstep: Class 14 contains 7982 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210439 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18790 members 
Mstep: Class 22 contains 4582 members 
Mstep: Class 23 contains 57097 members 
Entering Unmasked Estep 
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Iteration 257Q: 24 clusters Score -1.35801e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15565 members 
Mstep: Class 5 contains 66234 members 
Mstep: Class 6 contains 207156 members 
Mstep: Class 7 contains 51559 members 
Mstep: Class 8 contains 270619 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 42273 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8829 members 
Mstep: Class 14 contains 7981 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210446 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18786 members 
Mstep: Class 22 contains 4582 members 
Mstep: Class 23 contains 57081 members 
Entering Unmasked Estep 
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Iteration 258Q: 24 clusters Score -1.358012e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15561 members 
Mstep: Class 5 contains 66228 members 
Mstep: Class 6 contains 207161 members 
Mstep: Class 7 contains 51556 members 
Mstep: Class 8 contains 270707 members 
Mstep: Class 9 contains 3565 members 
Mstep: Class 10 contains 42268 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8780 members 
Mstep: Class 14 contains 7982 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210451 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18783 members 
Mstep: Class 22 contains 4582 members 
Mstep: Class 23 contains 57068 members 
Entering Unmasked Estep 
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Iteration 259Q: 24 clusters Score -1.358012e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15561 members 
Mstep: Class 5 contains 66215 members 
Mstep: Class 6 contains 207153 members 
Mstep: Class 7 contains 51559 members 
Mstep: Class 8 contains 270785 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42265 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8738 members 
Mstep: Class 14 contains 7982 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210456 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18782 members 
Mstep: Class 22 contains 4581 members 
Mstep: Class 23 contains 57059 members 
Entering Unmasked Estep 
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Iteration 260F: 24 clusters Score -1.35801e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15565 members 
Mstep: Class 5 contains 66196 members 
Mstep: Class 6 contains 207144 members 
Mstep: Class 7 contains 51561 members 
Mstep: Class 8 contains 270864 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42262 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8693 members 
Mstep: Class 14 contains 7983 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210469 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18780 members 
Mstep: Class 22 contains 4576 members 
Mstep: Class 23 contains 57049 members 
Entering Unmasked Estep 
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Iteration 261Q: 24 clusters Score -1.35801e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15564 members 
Mstep: Class 5 contains 66171 members 
Mstep: Class 6 contains 207141 members 
Mstep: Class 7 contains 51565 members 
Mstep: Class 8 contains 270953 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42252 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8645 members 
Mstep: Class 14 contains 7983 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210480 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 57036 members 
Entering Unmasked Estep 
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Iteration 262Q: 24 clusters Score -1.358012e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15562 members 
Mstep: Class 5 contains 66145 members 
Mstep: Class 6 contains 207137 members 
Mstep: Class 7 contains 51565 members 
Mstep: Class 8 contains 271047 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42244 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8596 members 
Mstep: Class 14 contains 7983 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210489 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18782 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 57028 members 
Entering Unmasked Estep 
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Iteration 263Q: 24 clusters Score -1.358013e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15559 members 
Mstep: Class 5 contains 66135 members 
Mstep: Class 6 contains 207124 members 
Mstep: Class 7 contains 51559 members 
Mstep: Class 8 contains 271143 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42227 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 14 contains 7983 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210495 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18778 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 57024 members 
Entering Unmasked Estep 
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Iteration 264Q: 24 clusters Score -1.358013e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15558 members 
Mstep: Class 5 contains 66116 members 
Mstep: Class 6 contains 207120 members 
Mstep: Class 7 contains 51563 members 
Mstep: Class 8 contains 271226 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42211 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8503 members 
Mstep: Class 14 contains 7983 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210506 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18777 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 57015 members 
Entering Unmasked Estep 
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Iteration 265Q: 24 clusters Score -1.358014e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15552 members 
Mstep: Class 5 contains 66091 members 
Mstep: Class 6 contains 207108 members 
Mstep: Class 7 contains 51562 members 
Mstep: Class 8 contains 271327 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42207 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8447 members 
Mstep: Class 14 contains 7983 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210513 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18782 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 57010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801488.000000 Penalty: 78787.804688
Iteration 266Q: 24 clusters Score -1.358015e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15541 members 
Mstep: Class 5 contains 66073 members 
Mstep: Class 6 contains 207099 members 
Mstep: Class 7 contains 51558 members 
Mstep: Class 8 contains 271440 members 
Mstep: Class 9 contains 3564 members 
Mstep: Class 10 contains 42196 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8401 members 
Mstep: Class 14 contains 7984 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210515 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18783 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 56994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801344.000000 Penalty: 78787.804688
Iteration 267Q: 24 clusters Score -1.358013e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15535 members 
Mstep: Class 5 contains 66037 members 
Mstep: Class 6 contains 207093 members 
Mstep: Class 7 contains 51557 members 
Mstep: Class 8 contains 271560 members 
Mstep: Class 9 contains 3564 members 
Mstep: Class 10 contains 42190 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8348 members 
Mstep: Class 14 contains 7985 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210518 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18782 members 
Mstep: Class 22 contains 4571 members 
Mstep: Class 23 contains 56983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801552.000000 Penalty: 78787.804688
Iteration 268Q: 24 clusters Score -1.358016e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15532 members 
Mstep: Class 5 contains 66011 members 
Mstep: Class 6 contains 207086 members 
Mstep: Class 7 contains 51556 members 
Mstep: Class 8 contains 271658 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42176 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8311 members 
Mstep: Class 14 contains 7984 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210523 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18783 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801536.000000 Penalty: 78787.804688
Iteration 269Q: 24 clusters Score -1.358015e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15532 members 
Mstep: Class 5 contains 65994 members 
Mstep: Class 6 contains 207072 members 
Mstep: Class 7 contains 51550 members 
Mstep: Class 8 contains 271752 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42168 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8274 members 
Mstep: Class 14 contains 7984 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210523 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18783 members 
Mstep: Class 22 contains 4575 members 
Mstep: Class 23 contains 56957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801552.000000 Penalty: 78787.804688
Iteration 270Q: 24 clusters Score -1.358016e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15530 members 
Mstep: Class 5 contains 65965 members 
Mstep: Class 6 contains 207068 members 
Mstep: Class 7 contains 51552 members 
Mstep: Class 8 contains 271837 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42162 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8237 members 
Mstep: Class 14 contains 7984 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210524 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18781 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801360.000000 Penalty: 78787.804688
Iteration 271Q: 24 clusters Score -1.358014e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15528 members 
Mstep: Class 5 contains 65934 members 
Mstep: Class 6 contains 207059 members 
Mstep: Class 7 contains 51552 members 
Mstep: Class 8 contains 271917 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42158 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8207 members 
Mstep: Class 14 contains 7984 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210529 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18781 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801424.000000 Penalty: 78787.804688
Iteration 272Q: 24 clusters Score -1.358014e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15527 members 
Mstep: Class 5 contains 65911 members 
Mstep: Class 6 contains 207050 members 
Mstep: Class 7 contains 51550 members 
Mstep: Class 8 contains 272000 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42150 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8176 members 
Mstep: Class 14 contains 7985 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210536 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18780 members 
Mstep: Class 22 contains 4571 members 
Mstep: Class 23 contains 56934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801408.000000 Penalty: 78787.804688
Iteration 273Q: 24 clusters Score -1.358014e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15525 members 
Mstep: Class 5 contains 65892 members 
Mstep: Class 6 contains 207043 members 
Mstep: Class 7 contains 51545 members 
Mstep: Class 8 contains 272097 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42143 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8138 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210533 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18781 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 56918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801392.000000 Penalty: 78787.804688
Iteration 274Q: 24 clusters Score -1.358014e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15522 members 
Mstep: Class 5 contains 65880 members 
Mstep: Class 6 contains 207037 members 
Mstep: Class 7 contains 51544 members 
Mstep: Class 8 contains 272193 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42133 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8090 members 
Mstep: Class 14 contains 7992 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210536 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18780 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 56901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801584.000000 Penalty: 78787.804688
Iteration 275Q: 24 clusters Score -1.358016e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15521 members 
Mstep: Class 5 contains 65871 members 
Mstep: Class 6 contains 207032 members 
Mstep: Class 7 contains 51543 members 
Mstep: Class 8 contains 272266 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42128 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210538 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18780 members 
Mstep: Class 22 contains 4568 members 
Mstep: Class 23 contains 56888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801664.000000 Penalty: 78787.804688
Iteration 276Q: 24 clusters Score -1.358017e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15525 members 
Mstep: Class 5 contains 65853 members 
Mstep: Class 6 contains 207027 members 
Mstep: Class 7 contains 51545 members 
Mstep: Class 8 contains 272336 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42128 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 8008 members 
Mstep: Class 14 contains 7995 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210541 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18778 members 
Mstep: Class 22 contains 4568 members 
Mstep: Class 23 contains 56884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801536.000000 Penalty: 78787.804688
Iteration 277Q: 24 clusters Score -1.358015e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15527 members 
Mstep: Class 5 contains 65835 members 
Mstep: Class 6 contains 207015 members 
Mstep: Class 7 contains 51546 members 
Mstep: Class 8 contains 272402 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42126 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7972 members 
Mstep: Class 14 contains 7998 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210544 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4568 members 
Mstep: Class 23 contains 56882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801648.000000 Penalty: 78787.804688
Iteration 278Q: 24 clusters Score -1.358016e+08 nChanged 129
Entering ConstructFrom: 
Score: -135801648.000000 Penalty: 78787.804688
Entering ConstructFrom: 
Trying to split cluster 1 (23689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Entering Unmasked Estep 
Score: -3308886.500000 Penalty: 2498.046143
	Iteration 0F: 2 clusters Score -3308886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -3292406.750000 Penalty: 4996.092285
	Iteration 0F: 3 clusters Score -3292407 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3298073.250000 Penalty: 4996.092285
	Iteration 1F: 3 clusters Score -3298073 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -3298581.750000 Penalty: 4996.092285
	Iteration 2F: 3 clusters Score -3298582 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3299073.750000 Penalty: 4996.092285
	Iteration 3Q: 3 clusters Score -3299074 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3299630.000000 Penalty: 4996.092285
	Iteration 4Q: 3 clusters Score -3299630 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -3300303.000000 Penalty: 4996.092285
	Iteration 5Q: 3 clusters Score -3300303 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3301034.750000 Penalty: 4996.092285
	Iteration 6F: 3 clusters Score -3301035 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -3301807.250000 Penalty: 4996.092285
	Iteration 7F: 3 clusters Score -3301807 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -3302604.250000 Penalty: 4996.092285
	Iteration 8F: 3 clusters Score -3302604 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3303449.000000 Penalty: 4996.092285
	Iteration 9F: 3 clusters Score -3303449 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3304310.500000 Penalty: 4996.092285
	Iteration 10F: 3 clusters Score -3304310 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -3305086.000000 Penalty: 4996.092285
	Iteration 11Q: 3 clusters Score -3305086 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3305556.250000 Penalty: 4996.092285
	Iteration 12Q: 3 clusters Score -3305556 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -3305798.750000 Penalty: 4996.092285
	Iteration 13Q: 3 clusters Score -3305799 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3305945.500000 Penalty: 4996.092285
	Iteration 14Q: 3 clusters Score -3305946 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3306042.000000 Penalty: 4996.092285
	Iteration 15Q: 3 clusters Score -3306042 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3306128.250000 Penalty: 4996.092285
	Iteration 16Q: 3 clusters Score -3306128 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3306197.000000 Penalty: 4996.092285
	Iteration 17Q: 3 clusters Score -3306197 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -3306253.000000 Penalty: 4996.092285
	Iteration 18Q: 3 clusters Score -3306253 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -3306300.750000 Penalty: 4996.092285
	Iteration 19Q: 3 clusters Score -3306301 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -3306338.250000 Penalty: 4996.092285
	Iteration 20F: 3 clusters Score -3306338 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -3306378.750000 Penalty: 4996.092285
	Iteration 21Q: 3 clusters Score -3306379 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -3306412.000000 Penalty: 4996.092285
	Iteration 22Q: 3 clusters Score -3306412 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -3306457.500000 Penalty: 4996.092285
	Iteration 23Q: 3 clusters Score -3306458 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -3306479.000000 Penalty: 4996.092285
	Iteration 24Q: 3 clusters Score -3306479 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -3306543.750000 Penalty: 4996.092285
	Iteration 25Q: 3 clusters Score -3306544 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -3306563.250000 Penalty: 4996.092285
	Iteration 26Q: 3 clusters Score -3306563 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -3306587.750000 Penalty: 4996.092285
	Iteration 27Q: 3 clusters Score -3306588 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3306609.500000 Penalty: 4996.092285
	Iteration 28Q: 3 clusters Score -3306610 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3306632.500000 Penalty: 4996.092285
	Iteration 29Q: 3 clusters Score -3306632 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3306653.000000 Penalty: 4996.092285
	Iteration 30Q: 3 clusters Score -3306653 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -3306671.750000 Penalty: 4996.092285
	Iteration 31Q: 3 clusters Score -3306672 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -3306687.750000 Penalty: 4996.092285
	Iteration 32Q: 3 clusters Score -3306688 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -3306698.000000 Penalty: 4996.092285
	Iteration 33Q: 3 clusters Score -3306698 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -3306716.500000 Penalty: 4996.092285
	Iteration 34Q: 3 clusters Score -3306716 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3306740.000000 Penalty: 4996.092285
	Iteration 35Q: 3 clusters Score -3306740 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3306748.000000 Penalty: 4996.092285
	Iteration 36Q: 3 clusters Score -3306748 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3306752.500000 Penalty: 4996.092285
	Iteration 37Q: 3 clusters Score -3306752 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -3306775.250000 Penalty: 4996.092285
	Iteration 38Q: 3 clusters Score -3306775 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -3306782.750000 Penalty: 4996.092285
	Iteration 39Q: 3 clusters Score -3306783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3306783.250000 Penalty: 4996.092285
	Iteration 40F: 3 clusters Score -3306783 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3306799.250000 Penalty: 4996.092285
	Iteration 41Q: 3 clusters Score -3306799 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3306806.250000 Penalty: 4996.092285
	Iteration 42Q: 3 clusters Score -3306806 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -3306823.750000 Penalty: 4996.092285
	Iteration 43Q: 3 clusters Score -3306824 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -3306831.750000 Penalty: 4996.092285
	Iteration 44Q: 3 clusters Score -3306832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3306842.000000 Penalty: 4996.092285
	Iteration 45Q: 3 clusters Score -3306842 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -3306855.250000 Penalty: 4996.092285
	Iteration 46Q: 3 clusters Score -3306855 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -3306870.250000 Penalty: 4996.092285
	Iteration 47Q: 3 clusters Score -3306870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -3306873.500000 Penalty: 4996.092285
	Iteration 48Q: 3 clusters Score -3306874 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3306882.500000 Penalty: 4996.092285
	Iteration 49Q: 3 clusters Score -3306882 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -3306888.500000 Penalty: 4996.092285
	Iteration 50Q: 3 clusters Score -3306888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -3306894.000000 Penalty: 4996.092285
	Iteration 51Q: 3 clusters Score -3306894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -3306902.250000 Penalty: 4996.092285
	Iteration 52Q: 3 clusters Score -3306902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3306916.250000 Penalty: 4996.092285
	Iteration 53Q: 3 clusters Score -3306916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -3306920.750000 Penalty: 4996.092285
	Iteration 54Q: 3 clusters Score -3306921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -3306940.750000 Penalty: 4996.092285
	Iteration 55Q: 3 clusters Score -3306941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -3306962.500000 Penalty: 4996.092285
	Iteration 56Q: 3 clusters Score -3306962 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -3306960.500000 Penalty: 4996.092285
	Iteration 57Q: 3 clusters Score -3306960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -3306971.750000 Penalty: 4996.092285
	Iteration 58Q: 3 clusters Score -3306972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -3306963.250000 Penalty: 4996.092285
	Iteration 59Q: 3 clusters Score -3306963 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -3306979.250000 Penalty: 4996.092285
	Iteration 60F: 3 clusters Score -3306979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -3306992.500000 Penalty: 4996.092285
	Iteration 61Q: 3 clusters Score -3306992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -3306987.500000 Penalty: 4996.092285
	Iteration 62Q: 3 clusters Score -3306988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -3306994.750000 Penalty: 4996.092285
	Iteration 63Q: 3 clusters Score -3306995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -3306994.750000 Penalty: 4996.092285
	Iteration 64Q: 3 clusters Score -3306995 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -3306995.750000 Penalty: 4996.092285
	Iteration 65Q: 3 clusters Score -3306996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3307005.250000 Penalty: 4996.092285
	Iteration 66Q: 3 clusters Score -3307005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -3307016.000000 Penalty: 4996.092285
	Iteration 67Q: 3 clusters Score -3307016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -3307016.750000 Penalty: 4996.092285
	Iteration 68Q: 3 clusters Score -3307017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -3307017.000000 Penalty: 4996.092285
	Iteration 69Q: 3 clusters Score -3307017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -3307021.000000 Penalty: 4996.092285
	Iteration 70Q: 3 clusters Score -3307021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -3307026.250000 Penalty: 4996.092285
	Iteration 71Q: 3 clusters Score -3307026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -3307020.250000 Penalty: 4996.092285
	Iteration 72Q: 3 clusters Score -3307020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -3307025.500000 Penalty: 4996.092285
	Iteration 73Q: 3 clusters Score -3307026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3307024.750000 Penalty: 4996.092285
	Iteration 74Q: 3 clusters Score -3307025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -3307025.500000 Penalty: 4996.092285
	Iteration 75Q: 3 clusters Score -3307026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -3307029.000000 Penalty: 4996.092285
	Iteration 76Q: 3 clusters Score -3307029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3307030.250000 Penalty: 4996.092285
	Iteration 77Q: 3 clusters Score -3307030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3307029.500000 Penalty: 4996.092285
	Iteration 78Q: 3 clusters Score -3307030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -3307031.250000 Penalty: 4996.092285
	Iteration 79Q: 3 clusters Score -3307031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3307039.500000 Penalty: 4996.092285
	Iteration 80F: 3 clusters Score -3307040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -3307042.500000 Penalty: 4996.092285
	Iteration 81Q: 3 clusters Score -3307042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3307040.000000 Penalty: 4996.092285
	Iteration 82Q: 3 clusters Score -3307040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -3307042.750000 Penalty: 4996.092285
	Iteration 83Q: 3 clusters Score -3307043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -3307041.500000 Penalty: 4996.092285
	Iteration 84Q: 3 clusters Score -3307042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -3307039.750000 Penalty: 4996.092285
	Iteration 85Q: 3 clusters Score -3307040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3307042.500000 Penalty: 4996.092285
	Iteration 86Q: 3 clusters Score -3307042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -3307044.500000 Penalty: 4996.092285
	Iteration 87Q: 3 clusters Score -3307044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -3307045.000000 Penalty: 4996.092285
	Iteration 88Q: 3 clusters Score -3307045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -3307048.000000 Penalty: 4996.092285
	Iteration 89Q: 3 clusters Score -3307048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -3307044.250000 Penalty: 4996.092285
	Iteration 90Q: 3 clusters Score -3307044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -3307047.000000 Penalty: 4996.092285
	Iteration 91Q: 3 clusters Score -3307047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -3307047.250000 Penalty: 4996.092285
	Iteration 92Q: 3 clusters Score -3307047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3307048.750000 Penalty: 4996.092285
	Iteration 93Q: 3 clusters Score -3307049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3307048.750000 Penalty: 4996.092285
	Iteration 94Q: 3 clusters Score -3307049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -3307048.750000 Penalty: 4996.092285
	Iteration 95Q: 3 clusters Score -3307049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -3307048.250000 Penalty: 4996.092285
	Iteration 96Q: 3 clusters Score -3307048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -3307052.000000 Penalty: 4996.092285
	Iteration 97Q: 3 clusters Score -3307052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -3307052.000000 Penalty: 4996.092285
	Iteration 98F: 3 clusters Score -3307052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Entering Unmasked Estep 
Score: -565228.000000 Penalty: 2074.744385
	Iteration 0F: 2 clusters Score -565228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -561182.812500 Penalty: 4149.488770
	Iteration 0F: 3 clusters Score -561182.8 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -562254.312500 Penalty: 4149.488770
	Iteration 1F: 3 clusters Score -562254.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -562605.562500 Penalty: 4149.488770
	Iteration 2F: 3 clusters Score -562605.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -562889.625000 Penalty: 4149.488770
	Iteration 3F: 3 clusters Score -562889.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -563163.062500 Penalty: 4149.488770
	Iteration 4F: 3 clusters Score -563163.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -563394.437500 Penalty: 4149.488770
	Iteration 5F: 3 clusters Score -563394.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -563547.500000 Penalty: 4149.488770
	Iteration 6Q: 3 clusters Score -563547.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -563683.625000 Penalty: 4149.488770
	Iteration 7Q: 3 clusters Score -563683.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -563791.437500 Penalty: 4149.488770
	Iteration 8Q: 3 clusters Score -563791.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -563878.937500 Penalty: 4149.488770
	Iteration 9Q: 3 clusters Score -563878.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -563926.750000 Penalty: 4149.488770
	Iteration 10Q: 3 clusters Score -563926.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -563959.062500 Penalty: 4149.488770
	Iteration 11Q: 3 clusters Score -563959.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -563977.937500 Penalty: 4149.488770
	Iteration 12Q: 3 clusters Score -563977.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -563991.562500 Penalty: 4149.488770
	Iteration 13Q: 3 clusters Score -563991.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -564000.125000 Penalty: 4149.488770
	Iteration 14Q: 3 clusters Score -564000.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -564008.000000 Penalty: 4149.488770
	Iteration 15Q: 3 clusters Score -564008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -564015.750000 Penalty: 4149.488770
	Iteration 16Q: 3 clusters Score -564015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -564018.562500 Penalty: 4149.488770
	Iteration 17Q: 3 clusters Score -564018.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -564020.375000 Penalty: 4149.488770
	Iteration 18Q: 3 clusters Score -564020.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -564022.625000 Penalty: 4149.488770
	Iteration 19Q: 3 clusters Score -564022.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -564026.250000 Penalty: 4149.488770
	Iteration 20F: 3 clusters Score -564026.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -564030.125000 Penalty: 4149.488770
	Iteration 21Q: 3 clusters Score -564030.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -564032.812500 Penalty: 4149.488770
	Iteration 22Q: 3 clusters Score -564032.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -564034.312500 Penalty: 4149.488770
	Iteration 23Q: 3 clusters Score -564034.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -564034.937500 Penalty: 4149.488770
	Iteration 24Q: 3 clusters Score -564034.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -564035.750000 Penalty: 4149.488770
	Iteration 25Q: 3 clusters Score -564035.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -564037.312500 Penalty: 4149.488770
	Iteration 26Q: 3 clusters Score -564037.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -564038.125000 Penalty: 4149.488770
	Iteration 27Q: 3 clusters Score -564038.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -564037.312500 Penalty: 4149.488770
	Iteration 28Q: 3 clusters Score -564037.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -564038.500000 Penalty: 4149.488770
	Iteration 29Q: 3 clusters Score -564038.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -564038.625000 Penalty: 4149.488770
	Iteration 30Q: 3 clusters Score -564038.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -564038.625000 Penalty: 4149.488770
	Iteration 31F: 3 clusters Score -564038.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -78716.429688 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -78716.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77233.875000 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -77233.88 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -77595.015625 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -77595.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -77752.070312 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -77752.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77862.507812 Penalty: 3211.814697
	Iteration 3F: 3 clusters Score -77862.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -77897.921875 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -77897.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -77941.820312 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -77941.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -77990.906250 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -77990.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -78002.656250 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -78002.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -78014.625000 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -78014.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -78018.046875 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -78018.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -78018.046875 Penalty: 3211.814697
	Iteration 10F: 3 clusters Score -78018.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Entering Unmasked Estep 
Score: -2181533.250000 Penalty: 2393.299316
	Iteration 0F: 2 clusters Score -2181533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2170263.000000 Penalty: 4786.598633
	Iteration 0F: 3 clusters Score -2170263 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2173834.500000 Penalty: 4786.598633
	Iteration 1F: 3 clusters Score -2173834 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2174151.500000 Penalty: 4786.598633
	Iteration 2F: 3 clusters Score -2174152 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2174432.750000 Penalty: 4786.598633
	Iteration 3Q: 3 clusters Score -2174433 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2174649.500000 Penalty: 4786.598633
	Iteration 4Q: 3 clusters Score -2174650 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2174857.500000 Penalty: 4786.598633
	Iteration 5Q: 3 clusters Score -2174858 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2175059.250000 Penalty: 4786.598633
	Iteration 6Q: 3 clusters Score -2175059 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2175294.000000 Penalty: 4786.598633
	Iteration 7Q: 3 clusters Score -2175294 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2175573.250000 Penalty: 4786.598633
	Iteration 8Q: 3 clusters Score -2175573 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2175963.250000 Penalty: 4786.598633
	Iteration 9Q: 3 clusters Score -2175963 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2176463.750000 Penalty: 4786.598633
	Iteration 10Q: 3 clusters Score -2176464 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2177096.500000 Penalty: 4786.598633
	Iteration 11F: 3 clusters Score -2177096 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2177801.000000 Penalty: 4786.598633
	Iteration 12F: 3 clusters Score -2177801 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2178377.000000 Penalty: 4786.598633
	Iteration 13Q: 3 clusters Score -2178377 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2178777.250000 Penalty: 4786.598633
	Iteration 14Q: 3 clusters Score -2178777 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2179017.500000 Penalty: 4786.598633
	Iteration 15Q: 3 clusters Score -2179018 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2179176.000000 Penalty: 4786.598633
	Iteration 16Q: 3 clusters Score -2179176 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2179270.500000 Penalty: 4786.598633
	Iteration 17Q: 3 clusters Score -2179270 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2179340.250000 Penalty: 4786.598633
	Iteration 18Q: 3 clusters Score -2179340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2179397.750000 Penalty: 4786.598633
	Iteration 19Q: 3 clusters Score -2179398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2179432.750000 Penalty: 4786.598633
	Iteration 20F: 3 clusters Score -2179433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2179454.000000 Penalty: 4786.598633
	Iteration 21Q: 3 clusters Score -2179454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2179464.750000 Penalty: 4786.598633
	Iteration 22Q: 3 clusters Score -2179465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2179475.750000 Penalty: 4786.598633
	Iteration 23Q: 3 clusters Score -2179476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2179477.500000 Penalty: 4786.598633
	Iteration 24Q: 3 clusters Score -2179478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2179489.500000 Penalty: 4786.598633
	Iteration 25Q: 3 clusters Score -2179490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2179494.000000 Penalty: 4786.598633
	Iteration 26Q: 3 clusters Score -2179494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2179494.750000 Penalty: 4786.598633
	Iteration 27Q: 3 clusters Score -2179495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2179498.750000 Penalty: 4786.598633
	Iteration 28Q: 3 clusters Score -2179499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2179498.750000 Penalty: 4786.598633
	Iteration 29F: 3 clusters Score -2179499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65814 members 
Entering Unmasked Estep 
Score: -9192336.000000 Penalty: 2751.458008
	Iteration 0F: 2 clusters Score -9192336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -9148293.000000 Penalty: 5502.916016
	Iteration 0F: 3 clusters Score -9148293 nChanged 30773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -9165563.000000 Penalty: 5502.916016
	Iteration 1F: 3 clusters Score -9165563 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -9166195.000000 Penalty: 5502.916016
	Iteration 2Q: 3 clusters Score -9166195 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -9166779.000000 Penalty: 5502.916016
	Iteration 3Q: 3 clusters Score -9166779 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -9167502.000000 Penalty: 5502.916016
	Iteration 4Q: 3 clusters Score -9167502 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -9168365.000000 Penalty: 5502.916016
	Iteration 5Q: 3 clusters Score -9168365 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -9169736.000000 Penalty: 5502.916016
	Iteration 6Q: 3 clusters Score -9169736 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -9171867.000000 Penalty: 5502.916016
	Iteration 7F: 3 clusters Score -9171867 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -9174983.000000 Penalty: 5502.916016
	Iteration 8F: 3 clusters Score -9174983 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -9179217.000000 Penalty: 5502.916016
	Iteration 9F: 3 clusters Score -9179217 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 58751 members 
Entering Unmasked Estep 
Score: -9183671.000000 Penalty: 5502.916016
	Iteration 10F: 3 clusters Score -9183671 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 62018 members 
Entering Unmasked Estep 
Score: -9186815.000000 Penalty: 5502.916016
	Iteration 11Q: 3 clusters Score -9186815 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -9188456.000000 Penalty: 5502.916016
	Iteration 12Q: 3 clusters Score -9188456 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -9189134.000000 Penalty: 5502.916016
	Iteration 13Q: 3 clusters Score -9189134 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -9189534.000000 Penalty: 5502.916016
	Iteration 14Q: 3 clusters Score -9189534 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -9189742.000000 Penalty: 5502.916016
	Iteration 15Q: 3 clusters Score -9189742 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -9189806.000000 Penalty: 5502.916016
	Iteration 16Q: 3 clusters Score -9189806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -9189858.000000 Penalty: 5502.916016
	Iteration 17Q: 3 clusters Score -9189858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 65400 members 
Entering Unmasked Estep 
Score: -9189886.000000 Penalty: 5502.916016
	Iteration 18Q: 3 clusters Score -9189886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 65419 members 
Entering Unmasked Estep 
Score: -9189909.000000 Penalty: 5502.916016
	Iteration 19Q: 3 clusters Score -9189909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 65427 members 
Entering Unmasked Estep 
Score: -9189929.000000 Penalty: 5502.916016
	Iteration 20F: 3 clusters Score -9189929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 65441 members 
Entering Unmasked Estep 
Score: -9189948.000000 Penalty: 5502.916016
	Iteration 21Q: 3 clusters Score -9189948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -9189957.000000 Penalty: 5502.916016
	Iteration 22Q: 3 clusters Score -9189957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -9189968.000000 Penalty: 5502.916016
	Iteration 23Q: 3 clusters Score -9189968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -9189984.000000 Penalty: 5502.916016
	Iteration 24Q: 3 clusters Score -9189984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 65461 members 
Entering Unmasked Estep 
Score: -9189985.000000 Penalty: 5502.916016
	Iteration 25Q: 3 clusters Score -9189985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -9189988.000000 Penalty: 5502.916016
	Iteration 26Q: 3 clusters Score -9189988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -9189986.000000 Penalty: 5502.916016
	Iteration 27Q: 3 clusters Score -9189986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 65463 members 
Entering Unmasked Estep 
Score: -9189987.000000 Penalty: 5502.916016
	Iteration 28Q: 3 clusters Score -9189987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -9189986.000000 Penalty: 5502.916016
	Iteration 29Q: 3 clusters Score -9189986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -9189986.000000 Penalty: 5502.916016
	Iteration 30F: 3 clusters Score -9189986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (207004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207004 members 
Entering Unmasked Estep 
Score: -28917726.000000 Penalty: 3035.642578
	Iteration 0F: 2 clusters Score -2.891773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103744 members 
Mstep: Class 2 contains 103260 members 
Entering Unmasked Estep 
Score: -28793524.000000 Penalty: 6071.285156
	Iteration 0F: 3 clusters Score -2.879352e+07 nChanged 99623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107613 members 
Mstep: Class 2 contains 99391 members 
Entering Unmasked Estep 
Score: -28852256.000000 Penalty: 6071.285156
	Iteration 1F: 3 clusters Score -2.885226e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110236 members 
Mstep: Class 2 contains 96768 members 
Entering Unmasked Estep 
Score: -28853196.000000 Penalty: 6071.285156
	Iteration 2Q: 3 clusters Score -2.88532e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114289 members 
Mstep: Class 2 contains 92715 members 
Entering Unmasked Estep 
Score: -28854754.000000 Penalty: 6071.285156
	Iteration 3Q: 3 clusters Score -2.885475e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120421 members 
Mstep: Class 2 contains 86583 members 
Entering Unmasked Estep 
Score: -28856934.000000 Penalty: 6071.285156
	Iteration 4Q: 3 clusters Score -2.885693e+07 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129337 members 
Mstep: Class 2 contains 77667 members 
Entering Unmasked Estep 
Score: -28861074.000000 Penalty: 6071.285156
	Iteration 5Q: 3 clusters Score -2.886107e+07 nChanged 12778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141833 members 
Mstep: Class 2 contains 65171 members 
Entering Unmasked Estep 
Score: -28868058.000000 Penalty: 6071.285156
	Iteration 6F: 3 clusters Score -2.886806e+07 nChanged 15555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157214 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -28878460.000000 Penalty: 6071.285156
	Iteration 7F: 3 clusters Score -2.887846e+07 nChanged 15463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172501 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -28889686.000000 Penalty: 6071.285156
	Iteration 8F: 3 clusters Score -2.888969e+07 nChanged 11679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183912 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -28898378.000000 Penalty: 6071.285156
	Iteration 9F: 3 clusters Score -2.889838e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191082 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -28903870.000000 Penalty: 6071.285156
	Iteration 10Q: 3 clusters Score -2.890387e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195552 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -28907252.000000 Penalty: 6071.285156
	Iteration 11Q: 3 clusters Score -2.890725e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198462 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -28909286.000000 Penalty: 6071.285156
	Iteration 12Q: 3 clusters Score -2.890929e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200514 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -28910698.000000 Penalty: 6071.285156
	Iteration 13Q: 3 clusters Score -2.89107e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202027 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -28911792.000000 Penalty: 6071.285156
	Iteration 14Q: 3 clusters Score -2.891179e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203155 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -28912596.000000 Penalty: 6071.285156
	Iteration 15Q: 3 clusters Score -2.89126e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203942 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -28913098.000000 Penalty: 6071.285156
	Iteration 16Q: 3 clusters Score -2.89131e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204499 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -28913500.000000 Penalty: 6071.285156
	Iteration 17Q: 3 clusters Score -2.89135e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204894 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -28913828.000000 Penalty: 6071.285156
	Iteration 18Q: 3 clusters Score -2.891383e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205206 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -28914118.000000 Penalty: 6071.285156
	Iteration 19Q: 3 clusters Score -2.891412e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205445 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -28914290.000000 Penalty: 6071.285156
	Iteration 20F: 3 clusters Score -2.891429e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205644 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -28914490.000000 Penalty: 6071.285156
	Iteration 21Q: 3 clusters Score -2.891449e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205786 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -28914554.000000 Penalty: 6071.285156
	Iteration 22Q: 3 clusters Score -2.891455e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205895 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -28914694.000000 Penalty: 6071.285156
	Iteration 23Q: 3 clusters Score -2.891469e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205968 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -28914782.000000 Penalty: 6071.285156
	Iteration 24Q: 3 clusters Score -2.891478e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206028 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -28914798.000000 Penalty: 6071.285156
	Iteration 25Q: 3 clusters Score -2.89148e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206085 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -28914872.000000 Penalty: 6071.285156
	Iteration 26Q: 3 clusters Score -2.891487e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206124 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -28914898.000000 Penalty: 6071.285156
	Iteration 27Q: 3 clusters Score -2.89149e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206160 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -28914942.000000 Penalty: 6071.285156
	Iteration 28Q: 3 clusters Score -2.891494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206183 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -28914944.000000 Penalty: 6071.285156
	Iteration 29Q: 3 clusters Score -2.891494e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206203 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -28914996.000000 Penalty: 6071.285156
	Iteration 30Q: 3 clusters Score -2.8915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206215 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -28914990.000000 Penalty: 6071.285156
	Iteration 31Q: 3 clusters Score -2.891499e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206229 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -28915002.000000 Penalty: 6071.285156
	Iteration 32Q: 3 clusters Score -2.8915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206239 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -28915016.000000 Penalty: 6071.285156
	Iteration 33Q: 3 clusters Score -2.891502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206244 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -28915024.000000 Penalty: 6071.285156
	Iteration 34Q: 3 clusters Score -2.891502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206249 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -28915042.000000 Penalty: 6071.285156
	Iteration 35Q: 3 clusters Score -2.891504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206252 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -28915046.000000 Penalty: 6071.285156
	Iteration 36Q: 3 clusters Score -2.891505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206253 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -28915044.000000 Penalty: 6071.285156
	Iteration 37Q: 3 clusters Score -2.891504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206255 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -28915052.000000 Penalty: 6071.285156
	Iteration 38Q: 3 clusters Score -2.891505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206256 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -28915058.000000 Penalty: 6071.285156
	Iteration 39Q: 3 clusters Score -2.891506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206256 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -28915058.000000 Penalty: 6071.285156
	Iteration 40F: 3 clusters Score -2.891506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Entering Unmasked Estep 
Score: -6973951.500000 Penalty: 2690.871582
	Iteration 0F: 2 clusters Score -6973952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -6939310.500000 Penalty: 5381.743164
	Iteration 0F: 3 clusters Score -6939310 nChanged 23692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -6952727.000000 Penalty: 5381.743164
	Iteration 1F: 3 clusters Score -6952727 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -6953610.000000 Penalty: 5381.743164
	Iteration 2Q: 3 clusters Score -6953610 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -6954733.000000 Penalty: 5381.743164
	Iteration 3Q: 3 clusters Score -6954733 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -6956282.500000 Penalty: 5381.743164
	Iteration 4F: 3 clusters Score -6956282 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -6958381.500000 Penalty: 5381.743164
	Iteration 5F: 3 clusters Score -6958382 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -6960990.000000 Penalty: 5381.743164
	Iteration 6F: 3 clusters Score -6960990 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -6963874.000000 Penalty: 5381.743164
	Iteration 7F: 3 clusters Score -6963874 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -6966485.000000 Penalty: 5381.743164
	Iteration 8F: 3 clusters Score -6966485 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -6968722.000000 Penalty: 5381.743164
	Iteration 9Q: 3 clusters Score -6968722 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -6970368.500000 Penalty: 5381.743164
	Iteration 10Q: 3 clusters Score -6970368 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -6971498.000000 Penalty: 5381.743164
	Iteration 11Q: 3 clusters Score -6971498 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -6972337.500000 Penalty: 5381.743164
	Iteration 12Q: 3 clusters Score -6972338 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -6973078.000000 Penalty: 5381.743164
	Iteration 13Q: 3 clusters Score -6973078 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -6973500.500000 Penalty: 5381.743164
	Iteration 14Q: 3 clusters Score -6973500 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -6973720.500000 Penalty: 5381.743164
	Iteration 15Q: 3 clusters Score -6973720 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -6973786.500000 Penalty: 5381.743164
	Iteration 16Q: 3 clusters Score -6973786 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -6973829.500000 Penalty: 5381.743164
	Iteration 17Q: 3 clusters Score -6973830 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -6973858.500000 Penalty: 5381.743164
	Iteration 18Q: 3 clusters Score -6973858 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -6973884.000000 Penalty: 5381.743164
	Iteration 19Q: 3 clusters Score -6973884 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -6973894.000000 Penalty: 5381.743164
	Iteration 20F: 3 clusters Score -6973894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -6973922.000000 Penalty: 5381.743164
	Iteration 21Q: 3 clusters Score -6973922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -6973922.500000 Penalty: 5381.743164
	Iteration 22Q: 3 clusters Score -6973922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -6973924.500000 Penalty: 5381.743164
	Iteration 23Q: 3 clusters Score -6973924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -6973922.500000 Penalty: 5381.743164
	Iteration 24Q: 3 clusters Score -6973922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -6973924.500000 Penalty: 5381.743164
	Iteration 25Q: 3 clusters Score -6973924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -6973931.000000 Penalty: 5381.743164
	Iteration 26Q: 3 clusters Score -6973931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -6973927.000000 Penalty: 5381.743164
	Iteration 27Q: 3 clusters Score -6973927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -6973935.500000 Penalty: 5381.743164
	Iteration 28Q: 3 clusters Score -6973936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -6973928.000000 Penalty: 5381.743164
	Iteration 29Q: 3 clusters Score -6973928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -6973929.000000 Penalty: 5381.743164
	Iteration 30Q: 3 clusters Score -6973929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -6973933.500000 Penalty: 5381.743164
	Iteration 31Q: 3 clusters Score -6973934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -6973936.000000 Penalty: 5381.743164
	Iteration 32Q: 3 clusters Score -6973936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -6973937.500000 Penalty: 5381.743164
	Iteration 33Q: 3 clusters Score -6973938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -6973940.000000 Penalty: 5381.743164
	Iteration 34Q: 3 clusters Score -6973940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -6973940.500000 Penalty: 5381.743164
	Iteration 35Q: 3 clusters Score -6973940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -6973936.000000 Penalty: 5381.743164
	Iteration 36Q: 3 clusters Score -6973936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -6973935.500000 Penalty: 5381.743164
	Iteration 37Q: 3 clusters Score -6973936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -6973930.000000 Penalty: 5381.743164
	Iteration 38Q: 3 clusters Score -6973930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -6973937.000000 Penalty: 5381.743164
	Iteration 39Q: 3 clusters Score -6973937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -6973930.500000 Penalty: 5381.743164
	Iteration 40F: 3 clusters Score -6973930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -6973937.000000 Penalty: 5381.743164
	Iteration 41Q: 3 clusters Score -6973937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -6973938.500000 Penalty: 5381.743164
	Iteration 42Q: 3 clusters Score -6973938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -6973934.500000 Penalty: 5381.743164
	Iteration 43Q: 3 clusters Score -6973934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -6973934.500000 Penalty: 5381.743164
	Iteration 44Q: 3 clusters Score -6973934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -6973930.000000 Penalty: 5381.743164
	Iteration 45Q: 3 clusters Score -6973930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -6973929.000000 Penalty: 5381.743164
	Iteration 46Q: 3 clusters Score -6973929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -6973930.000000 Penalty: 5381.743164
	Iteration 47Q: 3 clusters Score -6973930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -6973928.500000 Penalty: 5381.743164
	Iteration 48Q: 3 clusters Score -6973928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -6973928.500000 Penalty: 5381.743164
	Iteration 49F: 3 clusters Score -6973928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (272468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272468 members 
Entering Unmasked Estep 
Score: -37376960.000000 Penalty: 3103.788574
	Iteration 0F: 2 clusters Score -3.737696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136127 members 
Mstep: Class 2 contains 136341 members 
Entering Unmasked Estep 
Score: -37210020.000000 Penalty: 6207.577148
	Iteration 0F: 3 clusters Score -3.721002e+07 nChanged 131648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133907 members 
Mstep: Class 2 contains 138561 members 
Entering Unmasked Estep 
Score: -37286440.000000 Penalty: 6207.577148
	Iteration 1F: 3 clusters Score -3.728644e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131901 members 
Mstep: Class 2 contains 140567 members 
Entering Unmasked Estep 
Score: -37287604.000000 Penalty: 6207.577148
	Iteration 2Q: 3 clusters Score -3.72876e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128870 members 
Mstep: Class 2 contains 143598 members 
Entering Unmasked Estep 
Score: -37289140.000000 Penalty: 6207.577148
	Iteration 3Q: 3 clusters Score -3.728914e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124169 members 
Mstep: Class 2 contains 148299 members 
Entering Unmasked Estep 
Score: -37290976.000000 Penalty: 6207.577148
	Iteration 4Q: 3 clusters Score -3.729098e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116985 members 
Mstep: Class 2 contains 155483 members 
Entering Unmasked Estep 
Score: -37293836.000000 Penalty: 6207.577148
	Iteration 5Q: 3 clusters Score -3.729384e+07 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106083 members 
Mstep: Class 2 contains 166385 members 
Entering Unmasked Estep 
Score: -37298832.000000 Penalty: 6207.577148
	Iteration 6Q: 3 clusters Score -3.729883e+07 nChanged 16248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90385 members 
Mstep: Class 2 contains 182083 members 
Entering Unmasked Estep 
Score: -37307688.000000 Penalty: 6207.577148
	Iteration 7F: 3 clusters Score -3.730769e+07 nChanged 21367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69170 members 
Mstep: Class 2 contains 203298 members 
Entering Unmasked Estep 
Score: -37323284.000000 Penalty: 6207.577148
	Iteration 8F: 3 clusters Score -3.732328e+07 nChanged 24627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 227909 members 
Entering Unmasked Estep 
Score: -37345476.000000 Penalty: 6207.577148
	Iteration 9F: 3 clusters Score -3.734548e+07 nChanged 23232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 251139 members 
Entering Unmasked Estep 
Score: -37362824.000000 Penalty: 6207.577148
	Iteration 10F: 3 clusters Score -3.736282e+07 nChanged 14422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 265561 members 
Entering Unmasked Estep 
Score: -37370588.000000 Penalty: 6207.577148
	Iteration 11F: 3 clusters Score -3.737059e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 270608 members 
Entering Unmasked Estep 
Score: -37373168.000000 Penalty: 6207.577148
	Iteration 12Q: 3 clusters Score -3.737317e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 271828 members 
Entering Unmasked Estep 
Score: -37373848.000000 Penalty: 6207.577148
	Iteration 13Q: 3 clusters Score -3.737385e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 272089 members 
Entering Unmasked Estep 
Score: -37374016.000000 Penalty: 6207.577148
	Iteration 14Q: 3 clusters Score -3.737402e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 272150 members 
Entering Unmasked Estep 
Score: -37374096.000000 Penalty: 6207.577148
	Iteration 15Q: 3 clusters Score -3.73741e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 272181 members 
Entering Unmasked Estep 
Score: -37374136.000000 Penalty: 6207.577148
	Iteration 16Q: 3 clusters Score -3.737414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 272193 members 
Entering Unmasked Estep 
Score: -37374180.000000 Penalty: 6207.577148
	Iteration 17Q: 3 clusters Score -3.737418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 272204 members 
Entering Unmasked Estep 
Score: -37374216.000000 Penalty: 6207.577148
	Iteration 18Q: 3 clusters Score -3.737422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 272211 members 
Entering Unmasked Estep 
Score: -37374224.000000 Penalty: 6207.577148
	Iteration 19Q: 3 clusters Score -3.737422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 272211 members 
Entering Unmasked Estep 
Score: -37374220.000000 Penalty: 6207.577148
	Iteration 20F: 3 clusters Score -3.737422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 272214 members 
Entering Unmasked Estep 
Score: -37374224.000000 Penalty: 6207.577148
	Iteration 21Q: 3 clusters Score -3.737422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 272215 members 
Entering Unmasked Estep 
Score: -37374228.000000 Penalty: 6207.577148
	Iteration 22Q: 3 clusters Score -3.737423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 272216 members 
Entering Unmasked Estep 
Score: -37374212.000000 Penalty: 6207.577148
	Iteration 23Q: 3 clusters Score -3.737421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 272217 members 
Entering Unmasked Estep 
Score: -37374240.000000 Penalty: 6207.577148
	Iteration 24Q: 3 clusters Score -3.737424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 272217 members 
Entering Unmasked Estep 
Score: -37374240.000000 Penalty: 6207.577148
	Iteration 25F: 3 clusters Score -3.737424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Entering Unmasked Estep 
Score: -469981.000000 Penalty: 2028.232788
	Iteration 0F: 2 clusters Score -469981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -466317.343750 Penalty: 4056.465576
	Iteration 0F: 3 clusters Score -466317.3 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -467079.281250 Penalty: 4056.465576
	Iteration 1F: 3 clusters Score -467079.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -467257.781250 Penalty: 4056.465576
	Iteration 2F: 3 clusters Score -467257.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -467367.250000 Penalty: 4056.465576
	Iteration 3Q: 3 clusters Score -467367.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -467449.781250 Penalty: 4056.465576
	Iteration 4Q: 3 clusters Score -467449.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -467521.031250 Penalty: 4056.465576
	Iteration 5Q: 3 clusters Score -467521 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -467567.781250 Penalty: 4056.465576
	Iteration 6Q: 3 clusters Score -467567.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -467606.218750 Penalty: 4056.465576
	Iteration 7Q: 3 clusters Score -467606.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -467653.531250 Penalty: 4056.465576
	Iteration 8Q: 3 clusters Score -467653.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -467707.781250 Penalty: 4056.465576
	Iteration 9Q: 3 clusters Score -467707.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -467752.968750 Penalty: 4056.465576
	Iteration 10Q: 3 clusters Score -467753 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -467799.093750 Penalty: 4056.465576
	Iteration 11Q: 3 clusters Score -467799.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -467837.343750 Penalty: 4056.465576
	Iteration 12Q: 3 clusters Score -467837.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -467873.937500 Penalty: 4056.465576
	Iteration 13Q: 3 clusters Score -467873.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -467900.343750 Penalty: 4056.465576
	Iteration 14Q: 3 clusters Score -467900.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -467921.812500 Penalty: 4056.465576
	Iteration 15Q: 3 clusters Score -467921.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -467944.687500 Penalty: 4056.465576
	Iteration 16Q: 3 clusters Score -467944.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -467972.687500 Penalty: 4056.465576
	Iteration 17Q: 3 clusters Score -467972.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -467999.687500 Penalty: 4056.465576
	Iteration 18Q: 3 clusters Score -467999.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -468025.125000 Penalty: 4056.465576
	Iteration 19Q: 3 clusters Score -468025.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -468051.312500 Penalty: 4056.465576
	Iteration 20F: 3 clusters Score -468051.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -468073.031250 Penalty: 4056.465576
	Iteration 21Q: 3 clusters Score -468073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -468090.000000 Penalty: 4056.465576
	Iteration 22Q: 3 clusters Score -468090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -468103.781250 Penalty: 4056.465576
	Iteration 23Q: 3 clusters Score -468103.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -468116.500000 Penalty: 4056.465576
	Iteration 24Q: 3 clusters Score -468116.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -468125.812500 Penalty: 4056.465576
	Iteration 25Q: 3 clusters Score -468125.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -468134.125000 Penalty: 4056.465576
	Iteration 26Q: 3 clusters Score -468134.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -468143.156250 Penalty: 4056.465576
	Iteration 27Q: 3 clusters Score -468143.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -468149.125000 Penalty: 4056.465576
	Iteration 28Q: 3 clusters Score -468149.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -468149.968750 Penalty: 4056.465576
	Iteration 29Q: 3 clusters Score -468150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -468152.593750 Penalty: 4056.465576
	Iteration 30Q: 3 clusters Score -468152.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -468152.375000 Penalty: 4056.465576
	Iteration 31Q: 3 clusters Score -468152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -468154.281250 Penalty: 4056.465576
	Iteration 32Q: 3 clusters Score -468154.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -468154.281250 Penalty: 4056.465576
	Iteration 33F: 3 clusters Score -468154.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Entering Unmasked Estep 
Score: -5692710.000000 Penalty: 2640.796387
	Iteration 0F: 2 clusters Score -5692710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -5664289.500000 Penalty: 5281.592773
	Iteration 0F: 3 clusters Score -5664290 nChanged 19278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -5674642.500000 Penalty: 5281.592773
	Iteration 1F: 3 clusters Score -5674642 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -5675071.000000 Penalty: 5281.592773
	Iteration 2Q: 3 clusters Score -5675071 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -5675437.000000 Penalty: 5281.592773
	Iteration 3Q: 3 clusters Score -5675437 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -5675802.500000 Penalty: 5281.592773
	Iteration 4Q: 3 clusters Score -5675802 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -5676270.000000 Penalty: 5281.592773
	Iteration 5Q: 3 clusters Score -5676270 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -5676802.500000 Penalty: 5281.592773
	Iteration 6Q: 3 clusters Score -5676802 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -5677354.500000 Penalty: 5281.592773
	Iteration 7Q: 3 clusters Score -5677354 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -5678069.500000 Penalty: 5281.592773
	Iteration 8Q: 3 clusters Score -5678070 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -5679014.000000 Penalty: 5281.592773
	Iteration 9Q: 3 clusters Score -5679014 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -5680175.000000 Penalty: 5281.592773
	Iteration 10Q: 3 clusters Score -5680175 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -5681572.000000 Penalty: 5281.592773
	Iteration 11F: 3 clusters Score -5681572 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -5683244.000000 Penalty: 5281.592773
	Iteration 12F: 3 clusters Score -5683244 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -5684864.000000 Penalty: 5281.592773
	Iteration 13F: 3 clusters Score -5684864 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -5686156.000000 Penalty: 5281.592773
	Iteration 14Q: 3 clusters Score -5686156 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -5687017.500000 Penalty: 5281.592773
	Iteration 15Q: 3 clusters Score -5687018 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -5687545.000000 Penalty: 5281.592773
	Iteration 16Q: 3 clusters Score -5687545 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -5688004.500000 Penalty: 5281.592773
	Iteration 17Q: 3 clusters Score -5688004 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -5688385.500000 Penalty: 5281.592773
	Iteration 18Q: 3 clusters Score -5688386 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -5688710.000000 Penalty: 5281.592773
	Iteration 19Q: 3 clusters Score -5688710 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -5689010.500000 Penalty: 5281.592773
	Iteration 20F: 3 clusters Score -5689010 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -5689275.500000 Penalty: 5281.592773
	Iteration 21Q: 3 clusters Score -5689276 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -5689513.500000 Penalty: 5281.592773
	Iteration 22Q: 3 clusters Score -5689514 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -5689710.500000 Penalty: 5281.592773
	Iteration 23Q: 3 clusters Score -5689710 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -5689861.500000 Penalty: 5281.592773
	Iteration 24Q: 3 clusters Score -5689862 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5689999.000000 Penalty: 5281.592773
	Iteration 25Q: 3 clusters Score -5689999 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5690081.500000 Penalty: 5281.592773
	Iteration 26Q: 3 clusters Score -5690082 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5690151.000000 Penalty: 5281.592773
	Iteration 27Q: 3 clusters Score -5690151 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5690213.000000 Penalty: 5281.592773
	Iteration 28Q: 3 clusters Score -5690213 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5690245.000000 Penalty: 5281.592773
	Iteration 29Q: 3 clusters Score -5690245 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5690283.000000 Penalty: 5281.592773
	Iteration 30Q: 3 clusters Score -5690283 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5690326.500000 Penalty: 5281.592773
	Iteration 31Q: 3 clusters Score -5690326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5690370.000000 Penalty: 5281.592773
	Iteration 32Q: 3 clusters Score -5690370 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5690399.000000 Penalty: 5281.592773
	Iteration 33Q: 3 clusters Score -5690399 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5690414.000000 Penalty: 5281.592773
	Iteration 34Q: 3 clusters Score -5690414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5690430.000000 Penalty: 5281.592773
	Iteration 35Q: 3 clusters Score -5690430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5690460.000000 Penalty: 5281.592773
	Iteration 36Q: 3 clusters Score -5690460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5690466.000000 Penalty: 5281.592773
	Iteration 37Q: 3 clusters Score -5690466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5690472.000000 Penalty: 5281.592773
	Iteration 38Q: 3 clusters Score -5690472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5690482.500000 Penalty: 5281.592773
	Iteration 39Q: 3 clusters Score -5690482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5690498.000000 Penalty: 5281.592773
	Iteration 40F: 3 clusters Score -5690498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5690497.500000 Penalty: 5281.592773
	Iteration 41Q: 3 clusters Score -5690498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5690499.000000 Penalty: 5281.592773
	Iteration 42Q: 3 clusters Score -5690499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5690498.000000 Penalty: 5281.592773
	Iteration 43Q: 3 clusters Score -5690498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5690494.500000 Penalty: 5281.592773
	Iteration 44Q: 3 clusters Score -5690494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5690494.500000 Penalty: 5281.592773
	Iteration 45F: 3 clusters Score -5690494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -118388.250000 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -118388.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -116521.898438 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -116521.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -116816.703125 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -116816.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -116912.734375 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -116912.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -116973.414062 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -116973.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -117009.664062 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -117009.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -117055.851562 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -117055.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -117084.101562 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -117084.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -117103.429688 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -117103.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -117128.367188 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -117128.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -117146.257812 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -117146.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -117160.914062 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -117160.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -117173.171875 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -117173.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117203.945312 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -117203.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -117246.757812 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -117246.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117317.242188 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -117317.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -117384.085938 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -117384.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -117446.664062 Penalty: 3376.735596
	Iteration 16Q: 3 clusters Score -117446.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -117571.750000 Penalty: 3376.735596
	Iteration 17Q: 3 clusters Score -117571.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -117858.101562 Penalty: 3376.735596
	Iteration 18Q: 3 clusters Score -117858.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -117985.593750 Penalty: 3376.735596
	Iteration 19Q: 3 clusters Score -117985.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -118058.601562 Penalty: 3376.735596
	Iteration 20F: 3 clusters Score -118058.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -118116.492188 Penalty: 3376.735596
	Iteration 21Q: 3 clusters Score -118116.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -118142.804688 Penalty: 3376.735596
	Iteration 22Q: 3 clusters Score -118142.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -118163.351562 Penalty: 3376.735596
	Iteration 23Q: 3 clusters Score -118163.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -118181.835938 Penalty: 3376.735596
	Iteration 24Q: 3 clusters Score -118181.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -118192.414062 Penalty: 3376.735596
	Iteration 25Q: 3 clusters Score -118192.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -118210.390625 Penalty: 3376.735596
	Iteration 26Q: 3 clusters Score -118210.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -118233.921875 Penalty: 3376.735596
	Iteration 27Q: 3 clusters Score -118233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -118253.406250 Penalty: 3376.735596
	Iteration 28Q: 3 clusters Score -118253.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -118258.648438 Penalty: 3376.735596
	Iteration 29Q: 3 clusters Score -118258.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -118262.250000 Penalty: 3376.735596
	Iteration 30Q: 3 clusters Score -118262.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -118266.117188 Penalty: 3376.735596
	Iteration 31Q: 3 clusters Score -118266.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -118268.890625 Penalty: 3376.735596
	Iteration 32Q: 3 clusters Score -118268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -118271.734375 Penalty: 3376.735596
	Iteration 33Q: 3 clusters Score -118271.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -118271.734375 Penalty: 3376.735596
	Iteration 34F: 3 clusters Score -118271.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -39526.683594 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -39526.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38197.191406 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -38197.19 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38325.324219 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -38325.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38363.503906 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -38363.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38390.796875 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -38390.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -38401.656250 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -38401.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -38403.386719 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -38403.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -38407.460938 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -38407.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38415.406250 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -38415.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38422.433594 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -38422.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38422.433594 Penalty: 2868.777344
	Iteration 9F: 3 clusters Score -38422.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Entering Unmasked Estep 
Score: -1090352.625000 Penalty: 2226.707764
	Iteration 0F: 2 clusters Score -1090353 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 3985 members 
Entering Unmasked Estep 
Score: -1084002.000000 Penalty: 4453.415527
	Iteration 0F: 3 clusters Score -1084002 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1085685.750000 Penalty: 4453.415527
	Iteration 1F: 3 clusters Score -1085686 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1085926.250000 Penalty: 4453.415527
	Iteration 2F: 3 clusters Score -1085926 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1086088.875000 Penalty: 4453.415527
	Iteration 3Q: 3 clusters Score -1086089 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1086212.625000 Penalty: 4453.415527
	Iteration 4Q: 3 clusters Score -1086213 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1086324.750000 Penalty: 4453.415527
	Iteration 5Q: 3 clusters Score -1086325 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1086453.375000 Penalty: 4453.415527
	Iteration 6Q: 3 clusters Score -1086453 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1086596.375000 Penalty: 4453.415527
	Iteration 7Q: 3 clusters Score -1086596 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1086712.125000 Penalty: 4453.415527
	Iteration 8Q: 3 clusters Score -1086712 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1086840.500000 Penalty: 4453.415527
	Iteration 9Q: 3 clusters Score -1086840 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1086997.500000 Penalty: 4453.415527
	Iteration 10Q: 3 clusters Score -1086998 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1087188.750000 Penalty: 4453.415527
	Iteration 11Q: 3 clusters Score -1087189 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1087371.000000 Penalty: 4453.415527
	Iteration 12Q: 3 clusters Score -1087371 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1087590.625000 Penalty: 4453.415527
	Iteration 13Q: 3 clusters Score -1087591 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1087778.250000 Penalty: 4453.415527
	Iteration 14Q: 3 clusters Score -1087778 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1087944.375000 Penalty: 4453.415527
	Iteration 15Q: 3 clusters Score -1087944 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1088114.875000 Penalty: 4453.415527
	Iteration 16Q: 3 clusters Score -1088115 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1088210.875000 Penalty: 4453.415527
	Iteration 17Q: 3 clusters Score -1088211 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1088270.750000 Penalty: 4453.415527
	Iteration 18Q: 3 clusters Score -1088271 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1088318.125000 Penalty: 4453.415527
	Iteration 19Q: 3 clusters Score -1088318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1088345.125000 Penalty: 4453.415527
	Iteration 20F: 3 clusters Score -1088345 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1088367.625000 Penalty: 4453.415527
	Iteration 21Q: 3 clusters Score -1088368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1088382.000000 Penalty: 4453.415527
	Iteration 22Q: 3 clusters Score -1088382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1088393.000000 Penalty: 4453.415527
	Iteration 23Q: 3 clusters Score -1088393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1088402.250000 Penalty: 4453.415527
	Iteration 24Q: 3 clusters Score -1088402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1088408.625000 Penalty: 4453.415527
	Iteration 25Q: 3 clusters Score -1088409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1088414.375000 Penalty: 4453.415527
	Iteration 26Q: 3 clusters Score -1088414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1088418.125000 Penalty: 4453.415527
	Iteration 27Q: 3 clusters Score -1088418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1088419.625000 Penalty: 4453.415527
	Iteration 28Q: 3 clusters Score -1088420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1088421.875000 Penalty: 4453.415527
	Iteration 29Q: 3 clusters Score -1088422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1088423.875000 Penalty: 4453.415527
	Iteration 30Q: 3 clusters Score -1088424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1088423.125000 Penalty: 4453.415527
	Iteration 31Q: 3 clusters Score -1088423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1088427.250000 Penalty: 4453.415527
	Iteration 32Q: 3 clusters Score -1088427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1088431.750000 Penalty: 4453.415527
	Iteration 33Q: 3 clusters Score -1088432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1088436.875000 Penalty: 4453.415527
	Iteration 34Q: 3 clusters Score -1088437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1088441.250000 Penalty: 4453.415527
	Iteration 35Q: 3 clusters Score -1088441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1088446.125000 Penalty: 4453.415527
	Iteration 36Q: 3 clusters Score -1088446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1088449.750000 Penalty: 4453.415527
	Iteration 37Q: 3 clusters Score -1088450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1088454.000000 Penalty: 4453.415527
	Iteration 38Q: 3 clusters Score -1088454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1088456.875000 Penalty: 4453.415527
	Iteration 39Q: 3 clusters Score -1088457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1088457.875000 Penalty: 4453.415527
	Iteration 40F: 3 clusters Score -1088458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1088460.125000 Penalty: 4453.415527
	Iteration 41Q: 3 clusters Score -1088460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1088464.875000 Penalty: 4453.415527
	Iteration 42Q: 3 clusters Score -1088465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1088466.375000 Penalty: 4453.415527
	Iteration 43Q: 3 clusters Score -1088466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1088466.625000 Penalty: 4453.415527
	Iteration 44Q: 3 clusters Score -1088467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1088466.875000 Penalty: 4453.415527
	Iteration 45Q: 3 clusters Score -1088467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1088468.875000 Penalty: 4453.415527
	Iteration 46Q: 3 clusters Score -1088469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1088468.750000 Penalty: 4453.415527
	Iteration 47Q: 3 clusters Score -1088469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1088469.125000 Penalty: 4453.415527
	Iteration 48Q: 3 clusters Score -1088469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1088471.875000 Penalty: 4453.415527
	Iteration 49Q: 3 clusters Score -1088472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1088473.750000 Penalty: 4453.415527
	Iteration 50Q: 3 clusters Score -1088474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1088476.875000 Penalty: 4453.415527
	Iteration 51Q: 3 clusters Score -1088477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1088476.125000 Penalty: 4453.415527
	Iteration 52Q: 3 clusters Score -1088476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1088476.750000 Penalty: 4453.415527
	Iteration 53Q: 3 clusters Score -1088477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1088480.125000 Penalty: 4453.415527
	Iteration 54Q: 3 clusters Score -1088480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1088482.625000 Penalty: 4453.415527
	Iteration 55Q: 3 clusters Score -1088483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1088484.750000 Penalty: 4453.415527
	Iteration 56Q: 3 clusters Score -1088485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1088487.125000 Penalty: 4453.415527
	Iteration 57Q: 3 clusters Score -1088487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1088488.500000 Penalty: 4453.415527
	Iteration 58Q: 3 clusters Score -1088488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1088487.500000 Penalty: 4453.415527
	Iteration 59Q: 3 clusters Score -1088488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1088490.875000 Penalty: 4453.415527
	Iteration 60F: 3 clusters Score -1088491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1088488.625000 Penalty: 4453.415527
	Iteration 61Q: 3 clusters Score -1088489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1088490.000000 Penalty: 4453.415527
	Iteration 62Q: 3 clusters Score -1088490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1088490.000000 Penalty: 4453.415527
	Iteration 63F: 3 clusters Score -1088490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Entering Unmasked Estep 
Score: -1146479.750000 Penalty: 2228.855713
	Iteration 0F: 2 clusters Score -1146480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1140048.500000 Penalty: 4457.711426
	Iteration 0F: 3 clusters Score -1140048 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1141749.125000 Penalty: 4457.711426
	Iteration 1F: 3 clusters Score -1141749 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1142030.875000 Penalty: 4457.711426
	Iteration 2F: 3 clusters Score -1142031 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1142214.625000 Penalty: 4457.711426
	Iteration 3Q: 3 clusters Score -1142215 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1142362.125000 Penalty: 4457.711426
	Iteration 4Q: 3 clusters Score -1142362 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1142477.250000 Penalty: 4457.711426
	Iteration 5Q: 3 clusters Score -1142477 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1142579.250000 Penalty: 4457.711426
	Iteration 6Q: 3 clusters Score -1142579 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1142688.625000 Penalty: 4457.711426
	Iteration 7Q: 3 clusters Score -1142689 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1142792.125000 Penalty: 4457.711426
	Iteration 8Q: 3 clusters Score -1142792 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1142900.250000 Penalty: 4457.711426
	Iteration 9Q: 3 clusters Score -1142900 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1143023.125000 Penalty: 4457.711426
	Iteration 10Q: 3 clusters Score -1143023 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1143166.875000 Penalty: 4457.711426
	Iteration 11Q: 3 clusters Score -1143167 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1143317.500000 Penalty: 4457.711426
	Iteration 12Q: 3 clusters Score -1143318 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1143478.375000 Penalty: 4457.711426
	Iteration 13Q: 3 clusters Score -1143478 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1143655.250000 Penalty: 4457.711426
	Iteration 14Q: 3 clusters Score -1143655 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1143822.000000 Penalty: 4457.711426
	Iteration 15Q: 3 clusters Score -1143822 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1143959.875000 Penalty: 4457.711426
	Iteration 16Q: 3 clusters Score -1143960 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1144072.750000 Penalty: 4457.711426
	Iteration 17Q: 3 clusters Score -1144073 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1144157.500000 Penalty: 4457.711426
	Iteration 18Q: 3 clusters Score -1144158 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1144235.625000 Penalty: 4457.711426
	Iteration 19Q: 3 clusters Score -1144236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1144303.375000 Penalty: 4457.711426
	Iteration 20F: 3 clusters Score -1144303 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1144350.250000 Penalty: 4457.711426
	Iteration 21Q: 3 clusters Score -1144350 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1144384.000000 Penalty: 4457.711426
	Iteration 22Q: 3 clusters Score -1144384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1144402.500000 Penalty: 4457.711426
	Iteration 23Q: 3 clusters Score -1144402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1144421.625000 Penalty: 4457.711426
	Iteration 24Q: 3 clusters Score -1144422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1144430.875000 Penalty: 4457.711426
	Iteration 25Q: 3 clusters Score -1144431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1144443.250000 Penalty: 4457.711426
	Iteration 26Q: 3 clusters Score -1144443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1144454.500000 Penalty: 4457.711426
	Iteration 27Q: 3 clusters Score -1144454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1144466.875000 Penalty: 4457.711426
	Iteration 28Q: 3 clusters Score -1144467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1144475.000000 Penalty: 4457.711426
	Iteration 29Q: 3 clusters Score -1144475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1144484.250000 Penalty: 4457.711426
	Iteration 30Q: 3 clusters Score -1144484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1144486.375000 Penalty: 4457.711426
	Iteration 31Q: 3 clusters Score -1144486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1144487.375000 Penalty: 4457.711426
	Iteration 32Q: 3 clusters Score -1144487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1144488.625000 Penalty: 4457.711426
	Iteration 33Q: 3 clusters Score -1144489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1144487.250000 Penalty: 4457.711426
	Iteration 34Q: 3 clusters Score -1144487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1144489.000000 Penalty: 4457.711426
	Iteration 35Q: 3 clusters Score -1144489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1144493.625000 Penalty: 4457.711426
	Iteration 36Q: 3 clusters Score -1144494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1144496.375000 Penalty: 4457.711426
	Iteration 37Q: 3 clusters Score -1144496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1144502.750000 Penalty: 4457.711426
	Iteration 38Q: 3 clusters Score -1144503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1144502.000000 Penalty: 4457.711426
	Iteration 39Q: 3 clusters Score -1144502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1144506.250000 Penalty: 4457.711426
	Iteration 40F: 3 clusters Score -1144506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1144507.125000 Penalty: 4457.711426
	Iteration 41Q: 3 clusters Score -1144507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1144507.125000 Penalty: 4457.711426
	Iteration 42F: 3 clusters Score -1144507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -42973.218750 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -42973.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41641.972656 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -41641.97 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41842.597656 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -41842.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41924.214844 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -41924.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41978.269531 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -41978.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42012.777344 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -42012.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42022.511719 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -42022.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42022.511719 Penalty: 2906.950195
	Iteration 6F: 3 clusters Score -42022.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -73759.570312 Penalty: 1591.349609
	Iteration 0F: 2 clusters Score -73759.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72167.859375 Penalty: 3182.699219
	Iteration 0F: 3 clusters Score -72167.86 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72387.289062 Penalty: 3182.699219
	Iteration 1F: 3 clusters Score -72387.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72530.875000 Penalty: 3182.699219
	Iteration 2Q: 3 clusters Score -72530.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72584.437500 Penalty: 3182.699219
	Iteration 3Q: 3 clusters Score -72584.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -72634.328125 Penalty: 3182.699219
	Iteration 4Q: 3 clusters Score -72634.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72681.015625 Penalty: 3182.699219
	Iteration 5Q: 3 clusters Score -72681.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72695.031250 Penalty: 3182.699219
	Iteration 6Q: 3 clusters Score -72695.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -72703.765625 Penalty: 3182.699219
	Iteration 7Q: 3 clusters Score -72703.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -72708.476562 Penalty: 3182.699219
	Iteration 8Q: 3 clusters Score -72708.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -72710.992188 Penalty: 3182.699219
	Iteration 9Q: 3 clusters Score -72710.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -72716.125000 Penalty: 3182.699219
	Iteration 10Q: 3 clusters Score -72716.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72717.921875 Penalty: 3182.699219
	Iteration 11Q: 3 clusters Score -72717.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72717.921875 Penalty: 3182.699219
	Iteration 12F: 3 clusters Score -72717.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (210558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210558 members 
Entering Unmasked Estep 
Score: -29364322.000000 Penalty: 3039.864258
	Iteration 0F: 2 clusters Score -2.936432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105573 members 
Mstep: Class 2 contains 104985 members 
Entering Unmasked Estep 
Score: -29241272.000000 Penalty: 6079.728516
	Iteration 0F: 3 clusters Score -2.924127e+07 nChanged 101340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110551 members 
Mstep: Class 2 contains 100007 members 
Entering Unmasked Estep 
Score: -29300626.000000 Penalty: 6079.728516
	Iteration 1F: 3 clusters Score -2.930063e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113852 members 
Mstep: Class 2 contains 96706 members 
Entering Unmasked Estep 
Score: -29301678.000000 Penalty: 6079.728516
	Iteration 2Q: 3 clusters Score -2.930168e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118994 members 
Mstep: Class 2 contains 91564 members 
Entering Unmasked Estep 
Score: -29303668.000000 Penalty: 6079.728516
	Iteration 3Q: 3 clusters Score -2.930367e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126703 members 
Mstep: Class 2 contains 83855 members 
Entering Unmasked Estep 
Score: -29306902.000000 Penalty: 6079.728516
	Iteration 4Q: 3 clusters Score -2.93069e+07 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137640 members 
Mstep: Class 2 contains 72918 members 
Entering Unmasked Estep 
Score: -29311976.000000 Penalty: 6079.728516
	Iteration 5F: 3 clusters Score -2.931198e+07 nChanged 14465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151687 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -29319088.000000 Penalty: 6079.728516
	Iteration 6F: 3 clusters Score -2.931909e+07 nChanged 15632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166979 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -29327656.000000 Penalty: 6079.728516
	Iteration 7F: 3 clusters Score -2.932766e+07 nChanged 14062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180851 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -29336738.000000 Penalty: 6079.728516
	Iteration 8F: 3 clusters Score -2.933674e+07 nChanged 10867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191632 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -29345298.000000 Penalty: 6079.728516
	Iteration 9F: 3 clusters Score -2.93453e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198910 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -29351088.000000 Penalty: 6079.728516
	Iteration 10Q: 3 clusters Score -2.935109e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203494 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -29354900.000000 Penalty: 6079.728516
	Iteration 11Q: 3 clusters Score -2.93549e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206312 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -29357364.000000 Penalty: 6079.728516
	Iteration 12Q: 3 clusters Score -2.935736e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207979 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -29359074.000000 Penalty: 6079.728516
	Iteration 13Q: 3 clusters Score -2.935907e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208909 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -29360102.000000 Penalty: 6079.728516
	Iteration 14Q: 3 clusters Score -2.93601e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209374 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -29360676.000000 Penalty: 6079.728516
	Iteration 15Q: 3 clusters Score -2.936068e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209620 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -29360854.000000 Penalty: 6079.728516
	Iteration 16Q: 3 clusters Score -2.936085e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209764 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -29361020.000000 Penalty: 6079.728516
	Iteration 17Q: 3 clusters Score -2.936102e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209853 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -29361148.000000 Penalty: 6079.728516
	Iteration 18Q: 3 clusters Score -2.936115e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209913 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -29361240.000000 Penalty: 6079.728516
	Iteration 19Q: 3 clusters Score -2.936124e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209961 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -29361318.000000 Penalty: 6079.728516
	Iteration 20F: 3 clusters Score -2.936132e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209996 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -29361372.000000 Penalty: 6079.728516
	Iteration 21Q: 3 clusters Score -2.936137e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210021 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -29361370.000000 Penalty: 6079.728516
	Iteration 22Q: 3 clusters Score -2.936137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210036 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -29361392.000000 Penalty: 6079.728516
	Iteration 23Q: 3 clusters Score -2.936139e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210041 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -29361426.000000 Penalty: 6079.728516
	Iteration 24Q: 3 clusters Score -2.936143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210048 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -29361448.000000 Penalty: 6079.728516
	Iteration 25Q: 3 clusters Score -2.936145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210057 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -29361468.000000 Penalty: 6079.728516
	Iteration 26Q: 3 clusters Score -2.936147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210063 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -29361478.000000 Penalty: 6079.728516
	Iteration 27Q: 3 clusters Score -2.936148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210065 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -29361486.000000 Penalty: 6079.728516
	Iteration 28Q: 3 clusters Score -2.936149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210067 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -29361480.000000 Penalty: 6079.728516
	Iteration 29Q: 3 clusters Score -2.936148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210073 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -29361528.000000 Penalty: 6079.728516
	Iteration 30Q: 3 clusters Score -2.936153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210075 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -29361522.000000 Penalty: 6079.728516
	Iteration 31Q: 3 clusters Score -2.936152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210077 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -29361510.000000 Penalty: 6079.728516
	Iteration 32Q: 3 clusters Score -2.936151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210078 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -29361524.000000 Penalty: 6079.728516
	Iteration 33Q: 3 clusters Score -2.936152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210080 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -29361532.000000 Penalty: 6079.728516
	Iteration 34Q: 3 clusters Score -2.936153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210080 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -29361528.000000 Penalty: 6079.728516
	Iteration 35Q: 3 clusters Score -2.936153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210080 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -29361528.000000 Penalty: 6079.728516
	Iteration 36F: 3 clusters Score -2.936153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -55809.894531 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -55809.89 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 225 members 
Entering Unmasked Estep 
Score: -54315.199219 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -54315.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -54450.484375 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -54450.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54525.523438 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -54525.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54549.339844 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -54549.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54577.652344 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -54577.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54603.382812 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -54603.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54624.988281 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -54624.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54628.265625 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -54628.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54634.410156 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -54634.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54638.453125 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -54638.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54646.687500 Penalty: 3024.645020
	Iteration 10Q: 3 clusters Score -54646.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54663.066406 Penalty: 3024.645020
	Iteration 11Q: 3 clusters Score -54663.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -54686.902344 Penalty: 3024.645020
	Iteration 12Q: 3 clusters Score -54686.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54697.515625 Penalty: 3024.645020
	Iteration 13Q: 3 clusters Score -54697.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54706.441406 Penalty: 3024.645020
	Iteration 14Q: 3 clusters Score -54706.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54712.730469 Penalty: 3024.645020
	Iteration 15Q: 3 clusters Score -54712.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54714.542969 Penalty: 3024.645020
	Iteration 16Q: 3 clusters Score -54714.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54714.542969 Penalty: 3024.645020
	Iteration 17F: 3 clusters Score -54714.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -30874.060547 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -30874.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29672.349609 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -29672.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29776.529297 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -29776.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29801.871094 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -29801.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29807.787109 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -29807.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29810.060547 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -29810.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29810.060547 Penalty: 2765.670898
	Iteration 5F: 3 clusters Score -29810.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -117419.617188 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -117419.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -115546.929688 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -115546.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -115799.679688 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -115799.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -115883.921875 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -115883.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -115920.046875 Penalty: 3369.002930
	Iteration 3Q: 3 clusters Score -115920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -115938.507812 Penalty: 3369.002930
	Iteration 4Q: 3 clusters Score -115938.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -115958.929688 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -115958.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115977.640625 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -115977.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -115983.773438 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -115983.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -115990.710938 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -115990.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -115996.062500 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -115996.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -116000.898438 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -116000.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -116002.257812 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -116002.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -116002.257812 Penalty: 3369.002930
	Iteration 12F: 3 clusters Score -116002.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Entering Unmasked Estep 
Score: -2502680.250000 Penalty: 2440.442627
	Iteration 0F: 2 clusters Score -2502680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2489344.750000 Penalty: 4880.885254
	Iteration 0F: 3 clusters Score -2489345 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2494068.000000 Penalty: 4880.885254
	Iteration 1F: 3 clusters Score -2494068 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2494723.000000 Penalty: 4880.885254
	Iteration 2F: 3 clusters Score -2494723 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2495369.750000 Penalty: 4880.885254
	Iteration 3F: 3 clusters Score -2495370 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2495989.500000 Penalty: 4880.885254
	Iteration 4F: 3 clusters Score -2495990 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2496484.250000 Penalty: 4880.885254
	Iteration 5F: 3 clusters Score -2496484 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2496910.500000 Penalty: 4880.885254
	Iteration 6Q: 3 clusters Score -2496910 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2497341.000000 Penalty: 4880.885254
	Iteration 7Q: 3 clusters Score -2497341 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2497796.500000 Penalty: 4880.885254
	Iteration 8Q: 3 clusters Score -2497796 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2498384.250000 Penalty: 4880.885254
	Iteration 9Q: 3 clusters Score -2498384 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2498967.250000 Penalty: 4880.885254
	Iteration 10Q: 3 clusters Score -2498967 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2499494.750000 Penalty: 4880.885254
	Iteration 11Q: 3 clusters Score -2499495 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2499910.000000 Penalty: 4880.885254
	Iteration 12Q: 3 clusters Score -2499910 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2500188.000000 Penalty: 4880.885254
	Iteration 13Q: 3 clusters Score -2500188 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2500370.750000 Penalty: 4880.885254
	Iteration 14Q: 3 clusters Score -2500371 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2500455.250000 Penalty: 4880.885254
	Iteration 15Q: 3 clusters Score -2500455 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2500509.250000 Penalty: 4880.885254
	Iteration 16Q: 3 clusters Score -2500509 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2500551.250000 Penalty: 4880.885254
	Iteration 17Q: 3 clusters Score -2500551 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2500591.750000 Penalty: 4880.885254
	Iteration 18Q: 3 clusters Score -2500592 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2500609.250000 Penalty: 4880.885254
	Iteration 19Q: 3 clusters Score -2500609 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2500619.500000 Penalty: 4880.885254
	Iteration 20F: 3 clusters Score -2500620 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2500634.500000 Penalty: 4880.885254
	Iteration 21Q: 3 clusters Score -2500634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2500638.750000 Penalty: 4880.885254
	Iteration 22Q: 3 clusters Score -2500639 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2500648.500000 Penalty: 4880.885254
	Iteration 23Q: 3 clusters Score -2500648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2500652.500000 Penalty: 4880.885254
	Iteration 24Q: 3 clusters Score -2500652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2500664.250000 Penalty: 4880.885254
	Iteration 25Q: 3 clusters Score -2500664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2500666.750000 Penalty: 4880.885254
	Iteration 26Q: 3 clusters Score -2500667 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2500675.750000 Penalty: 4880.885254
	Iteration 27Q: 3 clusters Score -2500676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2500682.750000 Penalty: 4880.885254
	Iteration 28Q: 3 clusters Score -2500683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2500677.750000 Penalty: 4880.885254
	Iteration 29Q: 3 clusters Score -2500678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2500684.500000 Penalty: 4880.885254
	Iteration 30Q: 3 clusters Score -2500684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2500686.250000 Penalty: 4880.885254
	Iteration 31Q: 3 clusters Score -2500686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2500685.250000 Penalty: 4880.885254
	Iteration 32Q: 3 clusters Score -2500685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2500680.750000 Penalty: 4880.885254
	Iteration 33Q: 3 clusters Score -2500681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2500685.250000 Penalty: 4880.885254
	Iteration 34Q: 3 clusters Score -2500685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2500689.750000 Penalty: 4880.885254
	Iteration 35Q: 3 clusters Score -2500690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2500687.500000 Penalty: 4880.885254
	Iteration 36Q: 3 clusters Score -2500688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2500687.750000 Penalty: 4880.885254
	Iteration 37Q: 3 clusters Score -2500688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2500698.000000 Penalty: 4880.885254
	Iteration 38Q: 3 clusters Score -2500698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2500700.750000 Penalty: 4880.885254
	Iteration 39Q: 3 clusters Score -2500701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2500708.750000 Penalty: 4880.885254
	Iteration 40F: 3 clusters Score -2500709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2500706.750000 Penalty: 4880.885254
	Iteration 41Q: 3 clusters Score -2500707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2500705.250000 Penalty: 4880.885254
	Iteration 42Q: 3 clusters Score -2500705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2500707.500000 Penalty: 4880.885254
	Iteration 43Q: 3 clusters Score -2500708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2500706.500000 Penalty: 4880.885254
	Iteration 44Q: 3 clusters Score -2500706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2500701.500000 Penalty: 4880.885254
	Iteration 45Q: 3 clusters Score -2500702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2500705.000000 Penalty: 4880.885254
	Iteration 46Q: 3 clusters Score -2500705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2500704.000000 Penalty: 4880.885254
	Iteration 47Q: 3 clusters Score -2500704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2500706.250000 Penalty: 4880.885254
	Iteration 48Q: 3 clusters Score -2500706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2500706.250000 Penalty: 4880.885254
	Iteration 49Q: 3 clusters Score -2500706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2500711.500000 Penalty: 4880.885254
	Iteration 50Q: 3 clusters Score -2500712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2500710.000000 Penalty: 4880.885254
	Iteration 51Q: 3 clusters Score -2500710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2500709.250000 Penalty: 4880.885254
	Iteration 52Q: 3 clusters Score -2500709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2500712.250000 Penalty: 4880.885254
	Iteration 53Q: 3 clusters Score -2500712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2500718.750000 Penalty: 4880.885254
	Iteration 54Q: 3 clusters Score -2500719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2500718.000000 Penalty: 4880.885254
	Iteration 55Q: 3 clusters Score -2500718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2500720.750000 Penalty: 4880.885254
	Iteration 56Q: 3 clusters Score -2500721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2500723.250000 Penalty: 4880.885254
	Iteration 57Q: 3 clusters Score -2500723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2500723.500000 Penalty: 4880.885254
	Iteration 58Q: 3 clusters Score -2500724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2500719.250000 Penalty: 4880.885254
	Iteration 59Q: 3 clusters Score -2500719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2500720.000000 Penalty: 4880.885254
	Iteration 60F: 3 clusters Score -2500720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2500718.750000 Penalty: 4880.885254
	Iteration 61Q: 3 clusters Score -2500719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2500714.250000 Penalty: 4880.885254
	Iteration 62Q: 3 clusters Score -2500714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2500718.250000 Penalty: 4880.885254
	Iteration 63Q: 3 clusters Score -2500718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2500717.250000 Penalty: 4880.885254
	Iteration 64Q: 3 clusters Score -2500717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2500717.250000 Penalty: 4880.885254
	Iteration 65F: 3 clusters Score -2500717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Entering Unmasked Estep 
Score: -593123.812500 Penalty: 2089.745361
	Iteration 0F: 2 clusters Score -593123.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -588862.437500 Penalty: 4179.490723
	Iteration 0F: 3 clusters Score -588862.4 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -589853.187500 Penalty: 4179.490723
	Iteration 1F: 3 clusters Score -589853.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -590125.000000 Penalty: 4179.490723
	Iteration 2F: 3 clusters Score -590125 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -590311.312500 Penalty: 4179.490723
	Iteration 3F: 3 clusters Score -590311.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -590505.062500 Penalty: 4179.490723
	Iteration 4Q: 3 clusters Score -590505.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -590685.437500 Penalty: 4179.490723
	Iteration 5Q: 3 clusters Score -590685.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -590860.312500 Penalty: 4179.490723
	Iteration 6Q: 3 clusters Score -590860.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -591034.875000 Penalty: 4179.490723
	Iteration 7Q: 3 clusters Score -591034.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -591197.375000 Penalty: 4179.490723
	Iteration 8Q: 3 clusters Score -591197.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -591324.312500 Penalty: 4179.490723
	Iteration 9Q: 3 clusters Score -591324.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -591424.375000 Penalty: 4179.490723
	Iteration 10Q: 3 clusters Score -591424.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -591496.125000 Penalty: 4179.490723
	Iteration 11Q: 3 clusters Score -591496.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -591555.875000 Penalty: 4179.490723
	Iteration 12Q: 3 clusters Score -591555.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -591592.000000 Penalty: 4179.490723
	Iteration 13Q: 3 clusters Score -591592 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -591627.375000 Penalty: 4179.490723
	Iteration 14Q: 3 clusters Score -591627.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -591657.312500 Penalty: 4179.490723
	Iteration 15Q: 3 clusters Score -591657.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -591681.312500 Penalty: 4179.490723
	Iteration 16Q: 3 clusters Score -591681.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -591699.187500 Penalty: 4179.490723
	Iteration 17Q: 3 clusters Score -591699.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -591711.125000 Penalty: 4179.490723
	Iteration 18Q: 3 clusters Score -591711.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -591715.500000 Penalty: 4179.490723
	Iteration 19Q: 3 clusters Score -591715.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -591718.000000 Penalty: 4179.490723
	Iteration 20F: 3 clusters Score -591718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -591723.062500 Penalty: 4179.490723
	Iteration 21Q: 3 clusters Score -591723.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -591728.375000 Penalty: 4179.490723
	Iteration 22Q: 3 clusters Score -591728.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -591731.250000 Penalty: 4179.490723
	Iteration 23Q: 3 clusters Score -591731.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -591730.375000 Penalty: 4179.490723
	Iteration 24Q: 3 clusters Score -591730.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -591733.000000 Penalty: 4179.490723
	Iteration 25Q: 3 clusters Score -591733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -591735.250000 Penalty: 4179.490723
	Iteration 26Q: 3 clusters Score -591735.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -591735.750000 Penalty: 4179.490723
	Iteration 27Q: 3 clusters Score -591735.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -591736.687500 Penalty: 4179.490723
	Iteration 28Q: 3 clusters Score -591736.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -591736.625000 Penalty: 4179.490723
	Iteration 29Q: 3 clusters Score -591736.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -591736.625000 Penalty: 4179.490723
	Iteration 30Q: 3 clusters Score -591736.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -591736.000000 Penalty: 4179.490723
	Iteration 31Q: 3 clusters Score -591736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -591736.875000 Penalty: 4179.490723
	Iteration 32Q: 3 clusters Score -591736.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -591737.375000 Penalty: 4179.490723
	Iteration 33Q: 3 clusters Score -591737.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -591738.312500 Penalty: 4179.490723
	Iteration 34Q: 3 clusters Score -591738.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -591738.312500 Penalty: 4179.490723
	Iteration 35F: 3 clusters Score -591738.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (56877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Entering Unmasked Estep 
Score: -7928658.000000 Penalty: 2715.264404
	Iteration 0F: 2 clusters Score -7928658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -7890449.500000 Penalty: 5430.528809
	Iteration 0F: 3 clusters Score -7890450 nChanged 26349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -7905081.000000 Penalty: 5430.528809
	Iteration 1F: 3 clusters Score -7905081 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -7905555.500000 Penalty: 5430.528809
	Iteration 2Q: 3 clusters Score -7905556 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -7905965.500000 Penalty: 5430.528809
	Iteration 3Q: 3 clusters Score -7905966 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -7906401.500000 Penalty: 5430.528809
	Iteration 4Q: 3 clusters Score -7906402 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -7906849.000000 Penalty: 5430.528809
	Iteration 5Q: 3 clusters Score -7906849 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -7907293.000000 Penalty: 5430.528809
	Iteration 6Q: 3 clusters Score -7907293 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -7907702.500000 Penalty: 5430.528809
	Iteration 7Q: 3 clusters Score -7907702 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -7908139.500000 Penalty: 5430.528809
	Iteration 8Q: 3 clusters Score -7908140 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -7908646.000000 Penalty: 5430.528809
	Iteration 9Q: 3 clusters Score -7908646 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -7909357.500000 Penalty: 5430.528809
	Iteration 10Q: 3 clusters Score -7909358 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -7910311.000000 Penalty: 5430.528809
	Iteration 11Q: 3 clusters Score -7910311 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -7911715.000000 Penalty: 5430.528809
	Iteration 12Q: 3 clusters Score -7911715 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -7913913.500000 Penalty: 5430.528809
	Iteration 13F: 3 clusters Score -7913914 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -7916888.000000 Penalty: 5430.528809
	Iteration 14F: 3 clusters Score -7916888 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -7920095.500000 Penalty: 5430.528809
	Iteration 15F: 3 clusters Score -7920096 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -7922798.500000 Penalty: 5430.528809
	Iteration 16F: 3 clusters Score -7922798 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7924453.000000 Penalty: 5430.528809
	Iteration 17Q: 3 clusters Score -7924453 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -7925340.000000 Penalty: 5430.528809
	Iteration 18Q: 3 clusters Score -7925340 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7925753.500000 Penalty: 5430.528809
	Iteration 19Q: 3 clusters Score -7925754 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56154 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7925957.500000 Penalty: 5430.528809
	Iteration 20F: 3 clusters Score -7925958 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7926075.000000 Penalty: 5430.528809
	Iteration 21Q: 3 clusters Score -7926075 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7926136.000000 Penalty: 5430.528809
	Iteration 22Q: 3 clusters Score -7926136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7926184.000000 Penalty: 5430.528809
	Iteration 23Q: 3 clusters Score -7926184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7926232.500000 Penalty: 5430.528809
	Iteration 24Q: 3 clusters Score -7926232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7926254.500000 Penalty: 5430.528809
	Iteration 25Q: 3 clusters Score -7926254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7926284.500000 Penalty: 5430.528809
	Iteration 26Q: 3 clusters Score -7926284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7926299.000000 Penalty: 5430.528809
	Iteration 27Q: 3 clusters Score -7926299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7926304.500000 Penalty: 5430.528809
	Iteration 28Q: 3 clusters Score -7926304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7926322.500000 Penalty: 5430.528809
	Iteration 29Q: 3 clusters Score -7926322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7926331.000000 Penalty: 5430.528809
	Iteration 30Q: 3 clusters Score -7926331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7926343.500000 Penalty: 5430.528809
	Iteration 31Q: 3 clusters Score -7926344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7926357.500000 Penalty: 5430.528809
	Iteration 32Q: 3 clusters Score -7926358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7926358.500000 Penalty: 5430.528809
	Iteration 33Q: 3 clusters Score -7926358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7926367.500000 Penalty: 5430.528809
	Iteration 34Q: 3 clusters Score -7926368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7926362.500000 Penalty: 5430.528809
	Iteration 35Q: 3 clusters Score -7926362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7926369.500000 Penalty: 5430.528809
	Iteration 36Q: 3 clusters Score -7926370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7926382.000000 Penalty: 5430.528809
	Iteration 37Q: 3 clusters Score -7926382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7926384.000000 Penalty: 5430.528809
	Iteration 38Q: 3 clusters Score -7926384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7926382.500000 Penalty: 5430.528809
	Iteration 39Q: 3 clusters Score -7926382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7926382.500000 Penalty: 5430.528809
	Iteration 40F: 3 clusters Score -7926382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15528 members 
Mstep: Class 5 contains 65814 members 
Mstep: Class 6 contains 207004 members 
Mstep: Class 7 contains 51549 members 
Mstep: Class 8 contains 272468 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42124 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7932 members 
Mstep: Class 14 contains 8001 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210558 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4566 members 
Mstep: Class 23 contains 56877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801664.000000 Penalty: 78787.804688
Iteration 279Q: 24 clusters Score -1.358017e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15522 members 
Mstep: Class 5 contains 65792 members 
Mstep: Class 6 contains 206996 members 
Mstep: Class 7 contains 51548 members 
Mstep: Class 8 contains 272539 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42122 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7899 members 
Mstep: Class 14 contains 8005 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210569 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4567 members 
Mstep: Class 23 contains 56870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801568.000000 Penalty: 78787.804688
Iteration 280F: 24 clusters Score -1.358016e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 65775 members 
Mstep: Class 6 contains 206989 members 
Mstep: Class 7 contains 51550 members 
Mstep: Class 8 contains 272615 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42121 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7865 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210565 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18782 members 
Mstep: Class 22 contains 4566 members 
Mstep: Class 23 contains 56861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801632.000000 Penalty: 78787.804688
Iteration 281Q: 24 clusters Score -1.358016e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 65759 members 
Mstep: Class 6 contains 206979 members 
Mstep: Class 7 contains 51548 members 
Mstep: Class 8 contains 272686 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42116 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7833 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210574 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18783 members 
Mstep: Class 22 contains 4567 members 
Mstep: Class 23 contains 56850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801664.000000 Penalty: 78787.804688
Iteration 282Q: 24 clusters Score -1.358017e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15519 members 
Mstep: Class 5 contains 65742 members 
Mstep: Class 6 contains 206963 members 
Mstep: Class 7 contains 51548 members 
Mstep: Class 8 contains 272762 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42113 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7804 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210570 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18784 members 
Mstep: Class 22 contains 4569 members 
Mstep: Class 23 contains 56845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801664.000000 Penalty: 78787.804688
Iteration 283Q: 24 clusters Score -1.358017e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15520 members 
Mstep: Class 5 contains 65722 members 
Mstep: Class 6 contains 206953 members 
Mstep: Class 7 contains 51547 members 
Mstep: Class 8 contains 272837 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42109 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7776 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210569 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18781 members 
Mstep: Class 22 contains 4571 members 
Mstep: Class 23 contains 56832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801456.000000 Penalty: 78787.804688
Iteration 284Q: 24 clusters Score -1.358015e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15522 members 
Mstep: Class 5 contains 65684 members 
Mstep: Class 6 contains 206942 members 
Mstep: Class 7 contains 51546 members 
Mstep: Class 8 contains 272926 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42099 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210572 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18778 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801520.000000 Penalty: 78787.804688
Iteration 285Q: 24 clusters Score -1.358015e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15524 members 
Mstep: Class 5 contains 65661 members 
Mstep: Class 6 contains 206930 members 
Mstep: Class 7 contains 51545 members 
Mstep: Class 8 contains 273000 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42093 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7730 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210565 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18778 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801536.000000 Penalty: 78787.804688
Iteration 286Q: 24 clusters Score -1.358015e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15526 members 
Mstep: Class 5 contains 65642 members 
Mstep: Class 6 contains 206919 members 
Mstep: Class 7 contains 51545 members 
Mstep: Class 8 contains 273056 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42092 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210564 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18777 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 56810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801584.000000 Penalty: 78787.804688
Iteration 287Q: 24 clusters Score -1.358016e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15525 members 
Mstep: Class 5 contains 65619 members 
Mstep: Class 6 contains 206912 members 
Mstep: Class 7 contains 51547 members 
Mstep: Class 8 contains 273115 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42091 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7694 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210560 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 56805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801616.000000 Penalty: 78787.804688
Iteration 288Q: 24 clusters Score -1.358016e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15525 members 
Mstep: Class 5 contains 65593 members 
Mstep: Class 6 contains 206904 members 
Mstep: Class 7 contains 51548 members 
Mstep: Class 8 contains 273180 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42087 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7680 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210563 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18778 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 56790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801744.000000 Penalty: 78787.804688
Iteration 289Q: 24 clusters Score -1.358017e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15523 members 
Mstep: Class 5 contains 65569 members 
Mstep: Class 6 contains 206902 members 
Mstep: Class 7 contains 51548 members 
Mstep: Class 8 contains 273239 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42081 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7666 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210570 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18778 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 56775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801632.000000 Penalty: 78787.804688
Iteration 290Q: 24 clusters Score -1.358016e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15522 members 
Mstep: Class 5 contains 65555 members 
Mstep: Class 6 contains 206894 members 
Mstep: Class 7 contains 51549 members 
Mstep: Class 8 contains 273283 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42075 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7655 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210571 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 56772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801616.000000 Penalty: 78787.804688
Iteration 291Q: 24 clusters Score -1.358016e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15520 members 
Mstep: Class 5 contains 65534 members 
Mstep: Class 6 contains 206886 members 
Mstep: Class 7 contains 51552 members 
Mstep: Class 8 contains 273334 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42071 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7646 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210573 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18780 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 56765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801696.000000 Penalty: 78787.804688
Iteration 292Q: 24 clusters Score -1.358017e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 65521 members 
Mstep: Class 6 contains 206878 members 
Mstep: Class 7 contains 51551 members 
Mstep: Class 8 contains 273373 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42071 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7636 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210583 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 56753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801760.000000 Penalty: 78787.804688
Iteration 293Q: 24 clusters Score -1.358018e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15519 members 
Mstep: Class 5 contains 65500 members 
Mstep: Class 6 contains 206882 members 
Mstep: Class 7 contains 51552 members 
Mstep: Class 8 contains 273399 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42072 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7625 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210589 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18778 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 56748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801760.000000 Penalty: 78787.804688
Iteration 294Q: 24 clusters Score -1.358018e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 65486 members 
Mstep: Class 6 contains 206884 members 
Mstep: Class 7 contains 51553 members 
Mstep: Class 8 contains 273430 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42072 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7608 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210592 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18778 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 56744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801728.000000 Penalty: 78787.804688
Iteration 295Q: 24 clusters Score -1.358017e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 65472 members 
Mstep: Class 6 contains 206884 members 
Mstep: Class 7 contains 51554 members 
Mstep: Class 8 contains 273460 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42069 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7597 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210592 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 56741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801696.000000 Penalty: 78787.804688
Iteration 296Q: 24 clusters Score -1.358017e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15519 members 
Mstep: Class 5 contains 65461 members 
Mstep: Class 6 contains 206879 members 
Mstep: Class 7 contains 51556 members 
Mstep: Class 8 contains 273488 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42070 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7586 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210598 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18781 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 56730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801680.000000 Penalty: 78787.804688
Iteration 297Q: 24 clusters Score -1.358017e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15521 members 
Mstep: Class 5 contains 65443 members 
Mstep: Class 6 contains 206874 members 
Mstep: Class 7 contains 51557 members 
Mstep: Class 8 contains 273525 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42072 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7572 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210608 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801600.000000 Penalty: 78787.804688
Iteration 298Q: 24 clusters Score -1.358016e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15520 members 
Mstep: Class 5 contains 65422 members 
Mstep: Class 6 contains 206869 members 
Mstep: Class 7 contains 51560 members 
Mstep: Class 8 contains 273567 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42071 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7557 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210614 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801568.000000 Penalty: 78787.804688
Iteration 299Q: 24 clusters Score -1.358016e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 65391 members 
Mstep: Class 6 contains 206869 members 
Mstep: Class 7 contains 51559 members 
Mstep: Class 8 contains 273617 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42070 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7547 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210619 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18780 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801536.000000 Penalty: 78787.804688
Iteration 300F: 24 clusters Score -1.358015e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15515 members 
Mstep: Class 5 contains 65375 members 
Mstep: Class 6 contains 206864 members 
Mstep: Class 7 contains 51562 members 
Mstep: Class 8 contains 273666 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42068 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7532 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210620 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801488.000000 Penalty: 78787.804688
Iteration 301Q: 24 clusters Score -1.358015e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15516 members 
Mstep: Class 5 contains 65362 members 
Mstep: Class 6 contains 206863 members 
Mstep: Class 7 contains 51561 members 
Mstep: Class 8 contains 273702 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42068 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7521 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210624 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801520.000000 Penalty: 78787.804688
Iteration 302Q: 24 clusters Score -1.358015e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 65345 members 
Mstep: Class 6 contains 206860 members 
Mstep: Class 7 contains 51560 members 
Mstep: Class 8 contains 273753 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42066 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7507 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210626 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18778 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801552.000000 Penalty: 78787.804688
Iteration 303Q: 24 clusters Score -1.358016e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 65335 members 
Mstep: Class 6 contains 206856 members 
Mstep: Class 7 contains 51560 members 
Mstep: Class 8 contains 273787 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42060 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7497 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210625 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18778 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801504.000000 Penalty: 78787.804688
Iteration 304Q: 24 clusters Score -1.358015e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 65318 members 
Mstep: Class 6 contains 206857 members 
Mstep: Class 7 contains 51560 members 
Mstep: Class 8 contains 273804 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42062 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7488 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210632 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18778 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801472.000000 Penalty: 78787.804688
Iteration 305Q: 24 clusters Score -1.358015e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15508 members 
Mstep: Class 5 contains 65310 members 
Mstep: Class 6 contains 206857 members 
Mstep: Class 7 contains 51559 members 
Mstep: Class 8 contains 273825 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42061 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7483 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210634 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801472.000000 Penalty: 78787.804688
Iteration 306Q: 24 clusters Score -1.358015e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15506 members 
Mstep: Class 5 contains 65308 members 
Mstep: Class 6 contains 206859 members 
Mstep: Class 7 contains 51559 members 
Mstep: Class 8 contains 273843 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42060 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7476 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210637 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801472.000000 Penalty: 78787.804688
Iteration 307Q: 24 clusters Score -1.358015e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15505 members 
Mstep: Class 5 contains 65300 members 
Mstep: Class 6 contains 206860 members 
Mstep: Class 7 contains 51559 members 
Mstep: Class 8 contains 273861 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42059 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7469 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210639 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801376.000000 Penalty: 78787.804688
Iteration 308Q: 24 clusters Score -1.358014e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15504 members 
Mstep: Class 5 contains 65300 members 
Mstep: Class 6 contains 206860 members 
Mstep: Class 7 contains 51560 members 
Mstep: Class 8 contains 273875 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42057 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7459 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210642 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18780 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801424.000000 Penalty: 78787.804688
Iteration 309Q: 24 clusters Score -1.358014e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15504 members 
Mstep: Class 5 contains 65290 members 
Mstep: Class 6 contains 206860 members 
Mstep: Class 7 contains 51561 members 
Mstep: Class 8 contains 273891 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42056 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7451 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210640 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18780 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801440.000000 Penalty: 78787.804688
Iteration 310Q: 24 clusters Score -1.358014e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15506 members 
Mstep: Class 5 contains 65286 members 
Mstep: Class 6 contains 206855 members 
Mstep: Class 7 contains 51561 members 
Mstep: Class 8 contains 273906 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42055 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7443 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210642 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18780 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801552.000000 Penalty: 78787.804688
Iteration 311Q: 24 clusters Score -1.358016e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15507 members 
Mstep: Class 5 contains 65283 members 
Mstep: Class 6 contains 206857 members 
Mstep: Class 7 contains 51559 members 
Mstep: Class 8 contains 273926 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42057 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7432 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210638 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18780 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801568.000000 Penalty: 78787.804688
Iteration 312Q: 24 clusters Score -1.358016e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15509 members 
Mstep: Class 5 contains 65275 members 
Mstep: Class 6 contains 206861 members 
Mstep: Class 7 contains 51559 members 
Mstep: Class 8 contains 273940 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42058 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7424 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210638 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801504.000000 Penalty: 78787.804688
Iteration 313Q: 24 clusters Score -1.358015e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 65273 members 
Mstep: Class 6 contains 206864 members 
Mstep: Class 7 contains 51560 members 
Mstep: Class 8 contains 273945 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42058 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7418 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210639 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801600.000000 Penalty: 78787.804688
Iteration 314Q: 24 clusters Score -1.358016e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 65270 members 
Mstep: Class 6 contains 206866 members 
Mstep: Class 7 contains 51562 members 
Mstep: Class 8 contains 273945 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42057 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7417 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210636 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801584.000000 Penalty: 78787.804688
Iteration 315Q: 24 clusters Score -1.358016e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15517 members 
Mstep: Class 5 contains 65259 members 
Mstep: Class 6 contains 206864 members 
Mstep: Class 7 contains 51562 members 
Mstep: Class 8 contains 273956 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42057 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7417 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210637 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801584.000000 Penalty: 78787.804688
Iteration 316Q: 24 clusters Score -1.358016e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 65253 members 
Mstep: Class 6 contains 206862 members 
Mstep: Class 7 contains 51562 members 
Mstep: Class 8 contains 273965 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42058 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7416 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210638 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801584.000000 Penalty: 78787.804688
Iteration 317Q: 24 clusters Score -1.358016e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15517 members 
Mstep: Class 5 contains 65250 members 
Mstep: Class 6 contains 206865 members 
Mstep: Class 7 contains 51562 members 
Mstep: Class 8 contains 273965 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42060 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7414 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210640 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18778 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 56641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801552.000000 Penalty: 78787.804688
Iteration 318Q: 24 clusters Score -1.358016e+08 nChanged 22
Entering ConstructFrom: 
Score: -135801552.000000 Penalty: 78787.804688
Entering ConstructFrom: 
Trying to split cluster 1 (23617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Entering Unmasked Estep 
Score: -3298880.250000 Penalty: 2497.291016
	Iteration 0F: 2 clusters Score -3298880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -3282415.750000 Penalty: 4994.582031
	Iteration 0F: 3 clusters Score -3282416 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -3288091.250000 Penalty: 4994.582031
	Iteration 1F: 3 clusters Score -3288091 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3288475.000000 Penalty: 4994.582031
	Iteration 2F: 3 clusters Score -3288475 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -3288860.000000 Penalty: 4994.582031
	Iteration 3Q: 3 clusters Score -3288860 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -3289245.250000 Penalty: 4994.582031
	Iteration 4Q: 3 clusters Score -3289245 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -3289726.250000 Penalty: 4994.582031
	Iteration 5Q: 3 clusters Score -3289726 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3290418.750000 Penalty: 4994.582031
	Iteration 6F: 3 clusters Score -3290419 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -3291508.000000 Penalty: 4994.582031
	Iteration 7F: 3 clusters Score -3291508 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -3293022.500000 Penalty: 4994.582031
	Iteration 8F: 3 clusters Score -3293022 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3294520.000000 Penalty: 4994.582031
	Iteration 9F: 3 clusters Score -3294520 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3295664.000000 Penalty: 4994.582031
	Iteration 10Q: 3 clusters Score -3295664 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3296419.000000 Penalty: 4994.582031
	Iteration 11Q: 3 clusters Score -3296419 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3296888.500000 Penalty: 4994.582031
	Iteration 12Q: 3 clusters Score -3296888 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3297068.500000 Penalty: 4994.582031
	Iteration 13Q: 3 clusters Score -3297068 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3297133.000000 Penalty: 4994.582031
	Iteration 14Q: 3 clusters Score -3297133 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3297174.250000 Penalty: 4994.582031
	Iteration 15Q: 3 clusters Score -3297174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3297186.750000 Penalty: 4994.582031
	Iteration 16Q: 3 clusters Score -3297187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3297190.000000 Penalty: 4994.582031
	Iteration 17Q: 3 clusters Score -3297190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3297199.250000 Penalty: 4994.582031
	Iteration 18Q: 3 clusters Score -3297199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3297208.750000 Penalty: 4994.582031
	Iteration 19Q: 3 clusters Score -3297209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3297209.000000 Penalty: 4994.582031
	Iteration 20F: 3 clusters Score -3297209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3297207.000000 Penalty: 4994.582031
	Iteration 21Q: 3 clusters Score -3297207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3297202.500000 Penalty: 4994.582031
	Iteration 22Q: 3 clusters Score -3297202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3297204.750000 Penalty: 4994.582031
	Iteration 23Q: 3 clusters Score -3297205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3297204.250000 Penalty: 4994.582031
	Iteration 24Q: 3 clusters Score -3297204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3297204.500000 Penalty: 4994.582031
	Iteration 25Q: 3 clusters Score -3297204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3297205.000000 Penalty: 4994.582031
	Iteration 26Q: 3 clusters Score -3297205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3297204.750000 Penalty: 4994.582031
	Iteration 27Q: 3 clusters Score -3297205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3297204.750000 Penalty: 4994.582031
	Iteration 28F: 3 clusters Score -3297205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Entering Unmasked Estep 
Score: -564702.687500 Penalty: 2074.513672
	Iteration 0F: 2 clusters Score -564702.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -560648.312500 Penalty: 4149.027344
	Iteration 0F: 3 clusters Score -560648.3 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -561635.750000 Penalty: 4149.027344
	Iteration 1F: 3 clusters Score -561635.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -561933.437500 Penalty: 4149.027344
	Iteration 2F: 3 clusters Score -561933.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -562144.937500 Penalty: 4149.027344
	Iteration 3F: 3 clusters Score -562144.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -562321.625000 Penalty: 4149.027344
	Iteration 4Q: 3 clusters Score -562321.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -562490.750000 Penalty: 4149.027344
	Iteration 5Q: 3 clusters Score -562490.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -562628.250000 Penalty: 4149.027344
	Iteration 6Q: 3 clusters Score -562628.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -562752.687500 Penalty: 4149.027344
	Iteration 7Q: 3 clusters Score -562752.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -562867.750000 Penalty: 4149.027344
	Iteration 8Q: 3 clusters Score -562867.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -562959.750000 Penalty: 4149.027344
	Iteration 9Q: 3 clusters Score -562959.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -563065.625000 Penalty: 4149.027344
	Iteration 10Q: 3 clusters Score -563065.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -563149.562500 Penalty: 4149.027344
	Iteration 11Q: 3 clusters Score -563149.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -563220.812500 Penalty: 4149.027344
	Iteration 12Q: 3 clusters Score -563220.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -563276.187500 Penalty: 4149.027344
	Iteration 13Q: 3 clusters Score -563276.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -563322.000000 Penalty: 4149.027344
	Iteration 14Q: 3 clusters Score -563322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -563354.625000 Penalty: 4149.027344
	Iteration 15Q: 3 clusters Score -563354.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -563378.250000 Penalty: 4149.027344
	Iteration 16Q: 3 clusters Score -563378.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -563396.187500 Penalty: 4149.027344
	Iteration 17Q: 3 clusters Score -563396.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -563410.750000 Penalty: 4149.027344
	Iteration 18Q: 3 clusters Score -563410.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -563427.750000 Penalty: 4149.027344
	Iteration 19Q: 3 clusters Score -563427.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -563435.812500 Penalty: 4149.027344
	Iteration 20F: 3 clusters Score -563435.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -563442.375000 Penalty: 4149.027344
	Iteration 21Q: 3 clusters Score -563442.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -563445.875000 Penalty: 4149.027344
	Iteration 22Q: 3 clusters Score -563445.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -563450.375000 Penalty: 4149.027344
	Iteration 23Q: 3 clusters Score -563450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -563452.937500 Penalty: 4149.027344
	Iteration 24Q: 3 clusters Score -563452.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -563455.562500 Penalty: 4149.027344
	Iteration 25Q: 3 clusters Score -563455.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -563456.250000 Penalty: 4149.027344
	Iteration 26Q: 3 clusters Score -563456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -563455.562500 Penalty: 4149.027344
	Iteration 27Q: 3 clusters Score -563455.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -563456.812500 Penalty: 4149.027344
	Iteration 28Q: 3 clusters Score -563456.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -563458.375000 Penalty: 4149.027344
	Iteration 29Q: 3 clusters Score -563458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -563458.187500 Penalty: 4149.027344
	Iteration 30Q: 3 clusters Score -563458.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -563458.187500 Penalty: 4149.027344
	Iteration 31F: 3 clusters Score -563458.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -78716.429688 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -78716.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -77227.796875 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -77227.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77493.875000 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -77493.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77659.093750 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -77659.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -77777.195312 Penalty: 3211.814697
	Iteration 3Q: 3 clusters Score -77777.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78069.359375 Penalty: 3211.814697
	Iteration 4F: 3 clusters Score -78069.36 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -78411.718750 Penalty: 3211.814697
	Iteration 5F: 3 clusters Score -78411.72 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -78660.437500 Penalty: 3211.814697
	Iteration 6F: 3 clusters Score -78660.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -78816.164062 Penalty: 3211.814697
	Iteration 7F: 3 clusters Score -78816.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -78944.906250 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -78944.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -78987.375000 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -78987.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -78993.835938 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -78993.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -78996.687500 Penalty: 3211.814697
	Iteration 11Q: 3 clusters Score -78996.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -78998.679688 Penalty: 3211.814697
	Iteration 12Q: 3 clusters Score -78998.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -78999.929688 Penalty: 3211.814697
	Iteration 13Q: 3 clusters Score -78999.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -78999.929688 Penalty: 3211.814697
	Iteration 14F: 3 clusters Score -78999.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 153 members 
Mstep: Class 4 contains 15515 members 
Mstep: Class 5 contains 65247 members 
Mstep: Class 6 contains 206863 members 
Mstep: Class 7 contains 51561 members 
Mstep: Class 8 contains 273972 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42063 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7411 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210645 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18778 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 56641 members 
Mstep: Class 24 contains 496 members 
Entering Unmasked Estep 
Score: -135800112.000000 Penalty: 82213.359375
Splitting cluster 3 changes total score from -135801552.000000 to -135800112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (15515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Entering Unmasked Estep 
Score: -2179722.000000 Penalty: 2393.091553
	Iteration 0F: 2 clusters Score -2179722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2168517.250000 Penalty: 4786.183105
	Iteration 0F: 3 clusters Score -2168517 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2171987.000000 Penalty: 4786.183105
	Iteration 1F: 3 clusters Score -2171987 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2172329.500000 Penalty: 4786.183105
	Iteration 2F: 3 clusters Score -2172330 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2172551.000000 Penalty: 4786.183105
	Iteration 3Q: 3 clusters Score -2172551 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2172717.000000 Penalty: 4786.183105
	Iteration 4Q: 3 clusters Score -2172717 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2172883.000000 Penalty: 4786.183105
	Iteration 5Q: 3 clusters Score -2172883 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2173038.500000 Penalty: 4786.183105
	Iteration 6Q: 3 clusters Score -2173038 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2173185.250000 Penalty: 4786.183105
	Iteration 7Q: 3 clusters Score -2173185 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2173320.000000 Penalty: 4786.183105
	Iteration 8Q: 3 clusters Score -2173320 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2173455.250000 Penalty: 4786.183105
	Iteration 9Q: 3 clusters Score -2173455 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2173600.500000 Penalty: 4786.183105
	Iteration 10Q: 3 clusters Score -2173600 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2173761.500000 Penalty: 4786.183105
	Iteration 11Q: 3 clusters Score -2173762 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2173967.750000 Penalty: 4786.183105
	Iteration 12Q: 3 clusters Score -2173968 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2174217.000000 Penalty: 4786.183105
	Iteration 13Q: 3 clusters Score -2174217 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2174517.750000 Penalty: 4786.183105
	Iteration 14Q: 3 clusters Score -2174518 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2174867.250000 Penalty: 4786.183105
	Iteration 15Q: 3 clusters Score -2174867 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2175257.250000 Penalty: 4786.183105
	Iteration 16Q: 3 clusters Score -2175257 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2175697.750000 Penalty: 4786.183105
	Iteration 17Q: 3 clusters Score -2175698 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2176106.000000 Penalty: 4786.183105
	Iteration 18Q: 3 clusters Score -2176106 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2176459.500000 Penalty: 4786.183105
	Iteration 19Q: 3 clusters Score -2176460 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2176761.000000 Penalty: 4786.183105
	Iteration 20F: 3 clusters Score -2176761 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2177021.250000 Penalty: 4786.183105
	Iteration 21Q: 3 clusters Score -2177021 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2177201.500000 Penalty: 4786.183105
	Iteration 22Q: 3 clusters Score -2177202 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2177330.250000 Penalty: 4786.183105
	Iteration 23Q: 3 clusters Score -2177330 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2177424.000000 Penalty: 4786.183105
	Iteration 24Q: 3 clusters Score -2177424 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2177483.250000 Penalty: 4786.183105
	Iteration 25Q: 3 clusters Score -2177483 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2177529.000000 Penalty: 4786.183105
	Iteration 26Q: 3 clusters Score -2177529 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2177566.500000 Penalty: 4786.183105
	Iteration 27Q: 3 clusters Score -2177566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2177590.250000 Penalty: 4786.183105
	Iteration 28Q: 3 clusters Score -2177590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2177597.250000 Penalty: 4786.183105
	Iteration 29Q: 3 clusters Score -2177597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2177606.500000 Penalty: 4786.183105
	Iteration 30Q: 3 clusters Score -2177606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2177617.750000 Penalty: 4786.183105
	Iteration 31Q: 3 clusters Score -2177618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2177630.250000 Penalty: 4786.183105
	Iteration 32Q: 3 clusters Score -2177630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2177635.250000 Penalty: 4786.183105
	Iteration 33Q: 3 clusters Score -2177635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2177637.000000 Penalty: 4786.183105
	Iteration 34Q: 3 clusters Score -2177637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2177637.000000 Penalty: 4786.183105
	Iteration 35F: 3 clusters Score -2177637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Entering Unmasked Estep 
Score: -9114198.000000 Penalty: 2749.312012
	Iteration 0F: 2 clusters Score -9114198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -9070548.000000 Penalty: 5498.624023
	Iteration 0F: 3 clusters Score -9070548 nChanged 30456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -9087779.000000 Penalty: 5498.624023
	Iteration 1F: 3 clusters Score -9087779 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -9088509.000000 Penalty: 5498.624023
	Iteration 2Q: 3 clusters Score -9088509 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -9089388.000000 Penalty: 5498.624023
	Iteration 3Q: 3 clusters Score -9089388 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -9090494.000000 Penalty: 5498.624023
	Iteration 4Q: 3 clusters Score -9090494 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -9091933.000000 Penalty: 5498.624023
	Iteration 5Q: 3 clusters Score -9091933 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -9093751.000000 Penalty: 5498.624023
	Iteration 6F: 3 clusters Score -9093751 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -9096112.000000 Penalty: 5498.624023
	Iteration 7F: 3 clusters Score -9096112 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -9098685.000000 Penalty: 5498.624023
	Iteration 8F: 3 clusters Score -9098685 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -9100815.000000 Penalty: 5498.624023
	Iteration 9F: 3 clusters Score -9100815 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -9102084.000000 Penalty: 5498.624023
	Iteration 10Q: 3 clusters Score -9102084 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -9102626.000000 Penalty: 5498.624023
	Iteration 11Q: 3 clusters Score -9102626 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -9102870.000000 Penalty: 5498.624023
	Iteration 12Q: 3 clusters Score -9102870 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -9103066.000000 Penalty: 5498.624023
	Iteration 13Q: 3 clusters Score -9103066 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -9103160.000000 Penalty: 5498.624023
	Iteration 14Q: 3 clusters Score -9103160 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -9103275.000000 Penalty: 5498.624023
	Iteration 15Q: 3 clusters Score -9103275 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -9103415.000000 Penalty: 5498.624023
	Iteration 16Q: 3 clusters Score -9103415 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -9103531.000000 Penalty: 5498.624023
	Iteration 17Q: 3 clusters Score -9103531 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -9103621.000000 Penalty: 5498.624023
	Iteration 18Q: 3 clusters Score -9103621 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -9103729.000000 Penalty: 5498.624023
	Iteration 19Q: 3 clusters Score -9103729 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -9103828.000000 Penalty: 5498.624023
	Iteration 20F: 3 clusters Score -9103828 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -9103926.000000 Penalty: 5498.624023
	Iteration 21Q: 3 clusters Score -9103926 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -9104082.000000 Penalty: 5498.624023
	Iteration 22Q: 3 clusters Score -9104082 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -9104209.000000 Penalty: 5498.624023
	Iteration 23Q: 3 clusters Score -9104209 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -9104367.000000 Penalty: 5498.624023
	Iteration 24Q: 3 clusters Score -9104367 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -9104488.000000 Penalty: 5498.624023
	Iteration 25Q: 3 clusters Score -9104488 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -9104608.000000 Penalty: 5498.624023
	Iteration 26Q: 3 clusters Score -9104608 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -9104722.000000 Penalty: 5498.624023
	Iteration 27Q: 3 clusters Score -9104722 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -9104847.000000 Penalty: 5498.624023
	Iteration 28Q: 3 clusters Score -9104847 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -9105031.000000 Penalty: 5498.624023
	Iteration 29Q: 3 clusters Score -9105031 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -9105191.000000 Penalty: 5498.624023
	Iteration 30Q: 3 clusters Score -9105191 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -9105330.000000 Penalty: 5498.624023
	Iteration 31Q: 3 clusters Score -9105330 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -9105483.000000 Penalty: 5498.624023
	Iteration 32Q: 3 clusters Score -9105483 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -9105704.000000 Penalty: 5498.624023
	Iteration 33Q: 3 clusters Score -9105704 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -9105896.000000 Penalty: 5498.624023
	Iteration 34Q: 3 clusters Score -9105896 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -9106124.000000 Penalty: 5498.624023
	Iteration 35Q: 3 clusters Score -9106124 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -9106334.000000 Penalty: 5498.624023
	Iteration 36Q: 3 clusters Score -9106334 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -9106579.000000 Penalty: 5498.624023
	Iteration 37Q: 3 clusters Score -9106579 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -9106823.000000 Penalty: 5498.624023
	Iteration 38Q: 3 clusters Score -9106823 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -9107092.000000 Penalty: 5498.624023
	Iteration 39Q: 3 clusters Score -9107092 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -9107341.000000 Penalty: 5498.624023
	Iteration 40F: 3 clusters Score -9107341 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -9107608.000000 Penalty: 5498.624023
	Iteration 41Q: 3 clusters Score -9107608 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -9107858.000000 Penalty: 5498.624023
	Iteration 42Q: 3 clusters Score -9107858 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -9108185.000000 Penalty: 5498.624023
	Iteration 43Q: 3 clusters Score -9108185 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -9108567.000000 Penalty: 5498.624023
	Iteration 44Q: 3 clusters Score -9108567 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -9109008.000000 Penalty: 5498.624023
	Iteration 45Q: 3 clusters Score -9109008 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55208 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -9109408.000000 Penalty: 5498.624023
	Iteration 46Q: 3 clusters Score -9109408 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55832 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -9109795.000000 Penalty: 5498.624023
	Iteration 47Q: 3 clusters Score -9109795 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56413 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -9110098.000000 Penalty: 5498.624023
	Iteration 48Q: 3 clusters Score -9110098 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -9110363.000000 Penalty: 5498.624023
	Iteration 49Q: 3 clusters Score -9110363 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -9110534.000000 Penalty: 5498.624023
	Iteration 50Q: 3 clusters Score -9110534 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -9110704.000000 Penalty: 5498.624023
	Iteration 51Q: 3 clusters Score -9110704 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -9110819.000000 Penalty: 5498.624023
	Iteration 52Q: 3 clusters Score -9110819 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -9110915.000000 Penalty: 5498.624023
	Iteration 53Q: 3 clusters Score -9110915 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -9110969.000000 Penalty: 5498.624023
	Iteration 54Q: 3 clusters Score -9110969 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59105 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -9111007.000000 Penalty: 5498.624023
	Iteration 55Q: 3 clusters Score -9111007 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -9111075.000000 Penalty: 5498.624023
	Iteration 56Q: 3 clusters Score -9111075 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -9111096.000000 Penalty: 5498.624023
	Iteration 57Q: 3 clusters Score -9111096 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -9111196.000000 Penalty: 5498.624023
	Iteration 58Q: 3 clusters Score -9111196 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59915 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -9111233.000000 Penalty: 5498.624023
	Iteration 59Q: 3 clusters Score -9111233 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60106 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -9111270.000000 Penalty: 5498.624023
	Iteration 60F: 3 clusters Score -9111270 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60260 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -9111310.000000 Penalty: 5498.624023
	Iteration 61Q: 3 clusters Score -9111310 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -9111365.000000 Penalty: 5498.624023
	Iteration 62Q: 3 clusters Score -9111365 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -9111435.000000 Penalty: 5498.624023
	Iteration 63Q: 3 clusters Score -9111435 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -9111465.000000 Penalty: 5498.624023
	Iteration 64Q: 3 clusters Score -9111465 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -9111494.000000 Penalty: 5498.624023
	Iteration 65Q: 3 clusters Score -9111494 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -9111506.000000 Penalty: 5498.624023
	Iteration 66Q: 3 clusters Score -9111506 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -9111509.000000 Penalty: 5498.624023
	Iteration 67Q: 3 clusters Score -9111509 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61084 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -9111485.000000 Penalty: 5498.624023
	Iteration 68Q: 3 clusters Score -9111485 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -9111511.000000 Penalty: 5498.624023
	Iteration 69Q: 3 clusters Score -9111511 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61194 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -9111503.000000 Penalty: 5498.624023
	Iteration 70Q: 3 clusters Score -9111503 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -9111512.000000 Penalty: 5498.624023
	Iteration 71Q: 3 clusters Score -9111512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -9111535.000000 Penalty: 5498.624023
	Iteration 72Q: 3 clusters Score -9111535 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61313 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -9111546.000000 Penalty: 5498.624023
	Iteration 73Q: 3 clusters Score -9111546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61349 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -9111532.000000 Penalty: 5498.624023
	Iteration 74Q: 3 clusters Score -9111532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61386 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -9111541.000000 Penalty: 5498.624023
	Iteration 75Q: 3 clusters Score -9111541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61418 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -9111541.000000 Penalty: 5498.624023
	Iteration 76Q: 3 clusters Score -9111541 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -9111531.000000 Penalty: 5498.624023
	Iteration 77Q: 3 clusters Score -9111531 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -9111541.000000 Penalty: 5498.624023
	Iteration 78Q: 3 clusters Score -9111541 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -9111543.000000 Penalty: 5498.624023
	Iteration 79Q: 3 clusters Score -9111543 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61551 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -9111540.000000 Penalty: 5498.624023
	Iteration 80F: 3 clusters Score -9111540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61579 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -9111541.000000 Penalty: 5498.624023
	Iteration 81Q: 3 clusters Score -9111541 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61612 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -9111535.000000 Penalty: 5498.624023
	Iteration 82Q: 3 clusters Score -9111535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -9111539.000000 Penalty: 5498.624023
	Iteration 83Q: 3 clusters Score -9111539 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -9111548.000000 Penalty: 5498.624023
	Iteration 84Q: 3 clusters Score -9111548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -9111553.000000 Penalty: 5498.624023
	Iteration 85Q: 3 clusters Score -9111553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -9111561.000000 Penalty: 5498.624023
	Iteration 86Q: 3 clusters Score -9111561 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -9111578.000000 Penalty: 5498.624023
	Iteration 87Q: 3 clusters Score -9111578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -9111586.000000 Penalty: 5498.624023
	Iteration 88Q: 3 clusters Score -9111586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -9111605.000000 Penalty: 5498.624023
	Iteration 89Q: 3 clusters Score -9111605 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61917 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -9111615.000000 Penalty: 5498.624023
	Iteration 90Q: 3 clusters Score -9111615 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -9111629.000000 Penalty: 5498.624023
	Iteration 91Q: 3 clusters Score -9111629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61992 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -9111637.000000 Penalty: 5498.624023
	Iteration 92Q: 3 clusters Score -9111637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -9111639.000000 Penalty: 5498.624023
	Iteration 93Q: 3 clusters Score -9111639 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -9111648.000000 Penalty: 5498.624023
	Iteration 94Q: 3 clusters Score -9111648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -9111660.000000 Penalty: 5498.624023
	Iteration 95Q: 3 clusters Score -9111660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62129 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -9111675.000000 Penalty: 5498.624023
	Iteration 96Q: 3 clusters Score -9111675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62164 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -9111691.000000 Penalty: 5498.624023
	Iteration 97Q: 3 clusters Score -9111691 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62203 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -9111713.000000 Penalty: 5498.624023
	Iteration 98Q: 3 clusters Score -9111713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -9111716.000000 Penalty: 5498.624023
	Iteration 99Q: 3 clusters Score -9111716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -9111732.000000 Penalty: 5498.624023
	Iteration 100F: 3 clusters Score -9111732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62301 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -9111730.000000 Penalty: 5498.624023
	Iteration 101Q: 3 clusters Score -9111730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62342 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -9111744.000000 Penalty: 5498.624023
	Iteration 102Q: 3 clusters Score -9111744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -9111744.000000 Penalty: 5498.624023
	Iteration 103Q: 3 clusters Score -9111744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -9111756.000000 Penalty: 5498.624023
	Iteration 104Q: 3 clusters Score -9111756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -9111759.000000 Penalty: 5498.624023
	Iteration 105Q: 3 clusters Score -9111759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -9111774.000000 Penalty: 5498.624023
	Iteration 106Q: 3 clusters Score -9111774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -9111779.000000 Penalty: 5498.624023
	Iteration 107Q: 3 clusters Score -9111779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -9111765.000000 Penalty: 5498.624023
	Iteration 108Q: 3 clusters Score -9111765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -9111777.000000 Penalty: 5498.624023
	Iteration 109Q: 3 clusters Score -9111777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62589 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -9111783.000000 Penalty: 5498.624023
	Iteration 110Q: 3 clusters Score -9111783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -9111799.000000 Penalty: 5498.624023
	Iteration 111Q: 3 clusters Score -9111799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -9111806.000000 Penalty: 5498.624023
	Iteration 112Q: 3 clusters Score -9111806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62669 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -9111809.000000 Penalty: 5498.624023
	Iteration 113Q: 3 clusters Score -9111809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -9111809.000000 Penalty: 5498.624023
	Iteration 114Q: 3 clusters Score -9111809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -9111807.000000 Penalty: 5498.624023
	Iteration 115Q: 3 clusters Score -9111807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62710 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -9111810.000000 Penalty: 5498.624023
	Iteration 116Q: 3 clusters Score -9111810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -9111805.000000 Penalty: 5498.624023
	Iteration 117Q: 3 clusters Score -9111805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -9111810.000000 Penalty: 5498.624023
	Iteration 118Q: 3 clusters Score -9111810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62743 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -9111812.000000 Penalty: 5498.624023
	Iteration 119Q: 3 clusters Score -9111812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62762 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -9111827.000000 Penalty: 5498.624023
	Iteration 120F: 3 clusters Score -9111827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62783 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -9111826.000000 Penalty: 5498.624023
	Iteration 121Q: 3 clusters Score -9111826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -9111821.000000 Penalty: 5498.624023
	Iteration 122Q: 3 clusters Score -9111821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -9111817.000000 Penalty: 5498.624023
	Iteration 123Q: 3 clusters Score -9111817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -9111817.000000 Penalty: 5498.624023
	Iteration 124Q: 3 clusters Score -9111817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -9111822.000000 Penalty: 5498.624023
	Iteration 125Q: 3 clusters Score -9111822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -9111821.000000 Penalty: 5498.624023
	Iteration 126Q: 3 clusters Score -9111821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -9111827.000000 Penalty: 5498.624023
	Iteration 127Q: 3 clusters Score -9111827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -9111827.000000 Penalty: 5498.624023
	Iteration 128Q: 3 clusters Score -9111827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -9111842.000000 Penalty: 5498.624023
	Iteration 129Q: 3 clusters Score -9111842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62886 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -9111845.000000 Penalty: 5498.624023
	Iteration 130Q: 3 clusters Score -9111845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -9111840.000000 Penalty: 5498.624023
	Iteration 131Q: 3 clusters Score -9111840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -9111847.000000 Penalty: 5498.624023
	Iteration 132Q: 3 clusters Score -9111847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -9111855.000000 Penalty: 5498.624023
	Iteration 133Q: 3 clusters Score -9111855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62907 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -9111850.000000 Penalty: 5498.624023
	Iteration 134Q: 3 clusters Score -9111850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -9111849.000000 Penalty: 5498.624023
	Iteration 135Q: 3 clusters Score -9111849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62911 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -9111849.000000 Penalty: 5498.624023
	Iteration 136Q: 3 clusters Score -9111849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -9111845.000000 Penalty: 5498.624023
	Iteration 137Q: 3 clusters Score -9111845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -9111845.000000 Penalty: 5498.624023
	Iteration 138F: 3 clusters Score -9111845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (206863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206863 members 
Entering Unmasked Estep 
Score: -28898354.000000 Penalty: 3035.473389
	Iteration 0F: 2 clusters Score -2.889835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103018 members 
Mstep: Class 2 contains 103845 members 
Entering Unmasked Estep 
Score: -28774194.000000 Penalty: 6070.946777
	Iteration 0F: 3 clusters Score -2.877419e+07 nChanged 99620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96254 members 
Mstep: Class 2 contains 110609 members 
Entering Unmasked Estep 
Score: -28832824.000000 Penalty: 6070.946777
	Iteration 1F: 3 clusters Score -2.883282e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91801 members 
Mstep: Class 2 contains 115062 members 
Entering Unmasked Estep 
Score: -28834452.000000 Penalty: 6070.946777
	Iteration 2Q: 3 clusters Score -2.883445e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 121902 members 
Entering Unmasked Estep 
Score: -28837264.000000 Penalty: 6070.946777
	Iteration 3Q: 3 clusters Score -2.883726e+07 nChanged 10763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74672 members 
Mstep: Class 2 contains 132191 members 
Entering Unmasked Estep 
Score: -28842490.000000 Penalty: 6070.946777
	Iteration 4F: 3 clusters Score -2.884249e+07 nChanged 14567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60291 members 
Mstep: Class 2 contains 146572 members 
Entering Unmasked Estep 
Score: -28851180.000000 Penalty: 6070.946777
	Iteration 5F: 3 clusters Score -2.885118e+07 nChanged 17709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 164193 members 
Entering Unmasked Estep 
Score: -28864394.000000 Penalty: 6070.946777
	Iteration 6F: 3 clusters Score -2.886439e+07 nChanged 17250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 181409 members 
Entering Unmasked Estep 
Score: -28876948.000000 Penalty: 6070.946777
	Iteration 7F: 3 clusters Score -2.887695e+07 nChanged 12280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 193677 members 
Entering Unmasked Estep 
Score: -28885934.000000 Penalty: 6070.946777
	Iteration 8F: 3 clusters Score -2.888593e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 200434 members 
Entering Unmasked Estep 
Score: -28890768.000000 Penalty: 6070.946777
	Iteration 9Q: 3 clusters Score -2.889077e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 203680 members 
Entering Unmasked Estep 
Score: -28893180.000000 Penalty: 6070.946777
	Iteration 10Q: 3 clusters Score -2.889318e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 205098 members 
Entering Unmasked Estep 
Score: -28894306.000000 Penalty: 6070.946777
	Iteration 11Q: 3 clusters Score -2.889431e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 205710 members 
Entering Unmasked Estep 
Score: -28894958.000000 Penalty: 6070.946777
	Iteration 12Q: 3 clusters Score -2.889496e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 205973 members 
Entering Unmasked Estep 
Score: -28895234.000000 Penalty: 6070.946777
	Iteration 13Q: 3 clusters Score -2.889523e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 206111 members 
Entering Unmasked Estep 
Score: -28895416.000000 Penalty: 6070.946777
	Iteration 14Q: 3 clusters Score -2.889542e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 206193 members 
Entering Unmasked Estep 
Score: -28895500.000000 Penalty: 6070.946777
	Iteration 15Q: 3 clusters Score -2.88955e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 206253 members 
Entering Unmasked Estep 
Score: -28895600.000000 Penalty: 6070.946777
	Iteration 16Q: 3 clusters Score -2.88956e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 206287 members 
Entering Unmasked Estep 
Score: -28895638.000000 Penalty: 6070.946777
	Iteration 17Q: 3 clusters Score -2.889564e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 206288 members 
Entering Unmasked Estep 
Score: -28895690.000000 Penalty: 6070.946777
	Iteration 18Q: 3 clusters Score -2.889569e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 206293 members 
Entering Unmasked Estep 
Score: -28895688.000000 Penalty: 6070.946777
	Iteration 19Q: 3 clusters Score -2.889569e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 206308 members 
Entering Unmasked Estep 
Score: -28895714.000000 Penalty: 6070.946777
	Iteration 20F: 3 clusters Score -2.889571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 206311 members 
Entering Unmasked Estep 
Score: -28895708.000000 Penalty: 6070.946777
	Iteration 21Q: 3 clusters Score -2.889571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 206313 members 
Entering Unmasked Estep 
Score: -28895710.000000 Penalty: 6070.946777
	Iteration 22Q: 3 clusters Score -2.889571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 206319 members 
Entering Unmasked Estep 
Score: -28895718.000000 Penalty: 6070.946777
	Iteration 23Q: 3 clusters Score -2.889572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 206327 members 
Entering Unmasked Estep 
Score: -28895728.000000 Penalty: 6070.946777
	Iteration 24Q: 3 clusters Score -2.889573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 206330 members 
Entering Unmasked Estep 
Score: -28895726.000000 Penalty: 6070.946777
	Iteration 25Q: 3 clusters Score -2.889573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 206332 members 
Entering Unmasked Estep 
Score: -28895730.000000 Penalty: 6070.946777
	Iteration 26Q: 3 clusters Score -2.889573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 206332 members 
Entering Unmasked Estep 
Score: -28895728.000000 Penalty: 6070.946777
	Iteration 27Q: 3 clusters Score -2.889573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 206333 members 
Entering Unmasked Estep 
Score: -28895718.000000 Penalty: 6070.946777
	Iteration 28Q: 3 clusters Score -2.889572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 206333 members 
Entering Unmasked Estep 
Score: -28895718.000000 Penalty: 6070.946777
	Iteration 29F: 3 clusters Score -2.889572e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Entering Unmasked Estep 
Score: -6975612.000000 Penalty: 2690.929199
	Iteration 0F: 2 clusters Score -6975612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -6940895.500000 Penalty: 5381.858398
	Iteration 0F: 3 clusters Score -6940896 nChanged 23817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -6954129.000000 Penalty: 5381.858398
	Iteration 1F: 3 clusters Score -6954129 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -6954776.500000 Penalty: 5381.858398
	Iteration 2Q: 3 clusters Score -6954776 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -6955453.000000 Penalty: 5381.858398
	Iteration 3Q: 3 clusters Score -6955453 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -6956330.500000 Penalty: 5381.858398
	Iteration 4Q: 3 clusters Score -6956330 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -6957472.000000 Penalty: 5381.858398
	Iteration 5Q: 3 clusters Score -6957472 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -6958925.500000 Penalty: 5381.858398
	Iteration 6Q: 3 clusters Score -6958926 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -6960718.500000 Penalty: 5381.858398
	Iteration 7F: 3 clusters Score -6960718 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -6962653.500000 Penalty: 5381.858398
	Iteration 8F: 3 clusters Score -6962654 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -6964467.000000 Penalty: 5381.858398
	Iteration 9F: 3 clusters Score -6964467 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -6966026.000000 Penalty: 5381.858398
	Iteration 10Q: 3 clusters Score -6966026 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -6967442.000000 Penalty: 5381.858398
	Iteration 11Q: 3 clusters Score -6967442 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -6968625.500000 Penalty: 5381.858398
	Iteration 12Q: 3 clusters Score -6968626 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -6969539.500000 Penalty: 5381.858398
	Iteration 13Q: 3 clusters Score -6969540 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -6970334.000000 Penalty: 5381.858398
	Iteration 14Q: 3 clusters Score -6970334 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -6971067.500000 Penalty: 5381.858398
	Iteration 15Q: 3 clusters Score -6971068 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -6971723.500000 Penalty: 5381.858398
	Iteration 16Q: 3 clusters Score -6971724 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -6972182.500000 Penalty: 5381.858398
	Iteration 17Q: 3 clusters Score -6972182 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6972480.000000 Penalty: 5381.858398
	Iteration 18Q: 3 clusters Score -6972480 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6972694.000000 Penalty: 5381.858398
	Iteration 19Q: 3 clusters Score -6972694 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6972845.000000 Penalty: 5381.858398
	Iteration 20F: 3 clusters Score -6972845 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6972953.500000 Penalty: 5381.858398
	Iteration 21Q: 3 clusters Score -6972954 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6973016.500000 Penalty: 5381.858398
	Iteration 22Q: 3 clusters Score -6973016 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6973087.000000 Penalty: 5381.858398
	Iteration 23Q: 3 clusters Score -6973087 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6973127.000000 Penalty: 5381.858398
	Iteration 24Q: 3 clusters Score -6973127 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6973148.000000 Penalty: 5381.858398
	Iteration 25Q: 3 clusters Score -6973148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6973177.000000 Penalty: 5381.858398
	Iteration 26Q: 3 clusters Score -6973177 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50955 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6973199.500000 Penalty: 5381.858398
	Iteration 27Q: 3 clusters Score -6973200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6973230.000000 Penalty: 5381.858398
	Iteration 28Q: 3 clusters Score -6973230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6973240.500000 Penalty: 5381.858398
	Iteration 29Q: 3 clusters Score -6973240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6973260.500000 Penalty: 5381.858398
	Iteration 30Q: 3 clusters Score -6973260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6973282.000000 Penalty: 5381.858398
	Iteration 31Q: 3 clusters Score -6973282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6973304.000000 Penalty: 5381.858398
	Iteration 32Q: 3 clusters Score -6973304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6973324.000000 Penalty: 5381.858398
	Iteration 33Q: 3 clusters Score -6973324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6973336.000000 Penalty: 5381.858398
	Iteration 34Q: 3 clusters Score -6973336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6973350.500000 Penalty: 5381.858398
	Iteration 35Q: 3 clusters Score -6973350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6973358.000000 Penalty: 5381.858398
	Iteration 36Q: 3 clusters Score -6973358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6973363.000000 Penalty: 5381.858398
	Iteration 37Q: 3 clusters Score -6973363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6973372.000000 Penalty: 5381.858398
	Iteration 38Q: 3 clusters Score -6973372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6973367.500000 Penalty: 5381.858398
	Iteration 39Q: 3 clusters Score -6973368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6973372.500000 Penalty: 5381.858398
	Iteration 40F: 3 clusters Score -6973372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6973374.000000 Penalty: 5381.858398
	Iteration 41Q: 3 clusters Score -6973374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6973374.000000 Penalty: 5381.858398
	Iteration 42F: 3 clusters Score -6973374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (273972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273972 members 
Entering Unmasked Estep 
Score: -37581352.000000 Penalty: 3105.153809
	Iteration 0F: 2 clusters Score -3.758135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137000 members 
Mstep: Class 2 contains 136972 members 
Entering Unmasked Estep 
Score: -37413340.000000 Penalty: 6210.307617
	Iteration 0F: 3 clusters Score -3.741334e+07 nChanged 132612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137956 members 
Mstep: Class 2 contains 136016 members 
Entering Unmasked Estep 
Score: -37491352.000000 Penalty: 6210.307617
	Iteration 1F: 3 clusters Score -3.749135e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138807 members 
Mstep: Class 2 contains 135165 members 
Entering Unmasked Estep 
Score: -37492612.000000 Penalty: 6210.307617
	Iteration 2Q: 3 clusters Score -3.749261e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140198 members 
Mstep: Class 2 contains 133774 members 
Entering Unmasked Estep 
Score: -37493792.000000 Penalty: 6210.307617
	Iteration 3Q: 3 clusters Score -3.749379e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142215 members 
Mstep: Class 2 contains 131757 members 
Entering Unmasked Estep 
Score: -37495708.000000 Penalty: 6210.307617
	Iteration 4Q: 3 clusters Score -3.749571e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144942 members 
Mstep: Class 2 contains 129030 members 
Entering Unmasked Estep 
Score: -37498008.000000 Penalty: 6210.307617
	Iteration 5Q: 3 clusters Score -3.749801e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148923 members 
Mstep: Class 2 contains 125049 members 
Entering Unmasked Estep 
Score: -37500740.000000 Penalty: 6210.307617
	Iteration 6Q: 3 clusters Score -3.750074e+07 nChanged 11073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154528 members 
Mstep: Class 2 contains 119444 members 
Entering Unmasked Estep 
Score: -37505440.000000 Penalty: 6210.307617
	Iteration 7Q: 3 clusters Score -3.750544e+07 nChanged 13140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162036 members 
Mstep: Class 2 contains 111936 members 
Entering Unmasked Estep 
Score: -37511996.000000 Penalty: 6210.307617
	Iteration 8Q: 3 clusters Score -3.7512e+07 nChanged 14951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170927 members 
Mstep: Class 2 contains 103045 members 
Entering Unmasked Estep 
Score: -37522056.000000 Penalty: 6210.307617
	Iteration 9F: 3 clusters Score -3.752206e+07 nChanged 15964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180073 members 
Mstep: Class 2 contains 93899 members 
Entering Unmasked Estep 
Score: -37533572.000000 Penalty: 6210.307617
	Iteration 10F: 3 clusters Score -3.753357e+07 nChanged 15222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187851 members 
Mstep: Class 2 contains 86121 members 
Entering Unmasked Estep 
Score: -37543724.000000 Penalty: 6210.307617
	Iteration 11F: 3 clusters Score -3.754372e+07 nChanged 12066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193863 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -37549820.000000 Penalty: 6210.307617
	Iteration 12Q: 3 clusters Score -3.754982e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199436 members 
Mstep: Class 2 contains 74536 members 
Entering Unmasked Estep 
Score: -37552720.000000 Penalty: 6210.307617
	Iteration 13Q: 3 clusters Score -3.755272e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205216 members 
Mstep: Class 2 contains 68756 members 
Entering Unmasked Estep 
Score: -37554768.000000 Penalty: 6210.307617
	Iteration 14Q: 3 clusters Score -3.755477e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211421 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -37557120.000000 Penalty: 6210.307617
	Iteration 15Q: 3 clusters Score -3.755712e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217955 members 
Mstep: Class 2 contains 56017 members 
Entering Unmasked Estep 
Score: -37559760.000000 Penalty: 6210.307617
	Iteration 16Q: 3 clusters Score -3.755976e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224442 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -37562332.000000 Penalty: 6210.307617
	Iteration 17Q: 3 clusters Score -3.756233e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230857 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -37564420.000000 Penalty: 6210.307617
	Iteration 18Q: 3 clusters Score -3.756442e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237247 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -37566548.000000 Penalty: 6210.307617
	Iteration 19Q: 3 clusters Score -3.756655e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243279 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -37568324.000000 Penalty: 6210.307617
	Iteration 20F: 3 clusters Score -3.756832e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248742 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -37569368.000000 Penalty: 6210.307617
	Iteration 21Q: 3 clusters Score -3.756937e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253495 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -37570704.000000 Penalty: 6210.307617
	Iteration 22Q: 3 clusters Score -3.75707e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257601 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -37571652.000000 Penalty: 6210.307617
	Iteration 23Q: 3 clusters Score -3.757165e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261039 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -37572500.000000 Penalty: 6210.307617
	Iteration 24Q: 3 clusters Score -3.75725e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263967 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -37573496.000000 Penalty: 6210.307617
	Iteration 25Q: 3 clusters Score -3.75735e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266348 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -37574592.000000 Penalty: 6210.307617
	Iteration 26Q: 3 clusters Score -3.757459e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268290 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -37575368.000000 Penalty: 6210.307617
	Iteration 27Q: 3 clusters Score -3.757537e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269899 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -37576296.000000 Penalty: 6210.307617
	Iteration 28Q: 3 clusters Score -3.75763e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271144 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -37577060.000000 Penalty: 6210.307617
	Iteration 29Q: 3 clusters Score -3.757706e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271974 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -37577520.000000 Penalty: 6210.307617
	Iteration 30Q: 3 clusters Score -3.757752e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272488 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -37577864.000000 Penalty: 6210.307617
	Iteration 31Q: 3 clusters Score -3.757786e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272840 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -37578076.000000 Penalty: 6210.307617
	Iteration 32Q: 3 clusters Score -3.757808e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273048 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -37578264.000000 Penalty: 6210.307617
	Iteration 33Q: 3 clusters Score -3.757826e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273188 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -37578380.000000 Penalty: 6210.307617
	Iteration 34Q: 3 clusters Score -3.757838e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273279 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -37578480.000000 Penalty: 6210.307617
	Iteration 35Q: 3 clusters Score -3.757848e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273341 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -37578500.000000 Penalty: 6210.307617
	Iteration 36Q: 3 clusters Score -3.75785e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273387 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -37578524.000000 Penalty: 6210.307617
	Iteration 37Q: 3 clusters Score -3.757852e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273419 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -37578540.000000 Penalty: 6210.307617
	Iteration 38Q: 3 clusters Score -3.757854e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273439 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -37578552.000000 Penalty: 6210.307617
	Iteration 39Q: 3 clusters Score -3.757855e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273462 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -37578536.000000 Penalty: 6210.307617
	Iteration 40F: 3 clusters Score -3.757854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273474 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -37578592.000000 Penalty: 6210.307617
	Iteration 41Q: 3 clusters Score -3.757859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273482 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -37578568.000000 Penalty: 6210.307617
	Iteration 42Q: 3 clusters Score -3.757857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273490 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -37578588.000000 Penalty: 6210.307617
	Iteration 43Q: 3 clusters Score -3.757859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273496 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -37578584.000000 Penalty: 6210.307617
	Iteration 44Q: 3 clusters Score -3.757858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273507 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -37578612.000000 Penalty: 6210.307617
	Iteration 45Q: 3 clusters Score -3.757861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273513 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -37578616.000000 Penalty: 6210.307617
	Iteration 46Q: 3 clusters Score -3.757862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273518 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -37578600.000000 Penalty: 6210.307617
	Iteration 47Q: 3 clusters Score -3.75786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273527 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -37578624.000000 Penalty: 6210.307617
	Iteration 48Q: 3 clusters Score -3.757862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273529 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -37578612.000000 Penalty: 6210.307617
	Iteration 49Q: 3 clusters Score -3.757861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273530 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -37578608.000000 Penalty: 6210.307617
	Iteration 50Q: 3 clusters Score -3.757861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273533 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -37578624.000000 Penalty: 6210.307617
	Iteration 51Q: 3 clusters Score -3.757862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273536 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -37578616.000000 Penalty: 6210.307617
	Iteration 52Q: 3 clusters Score -3.757862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273539 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -37578608.000000 Penalty: 6210.307617
	Iteration 53Q: 3 clusters Score -3.757861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273540 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -37578616.000000 Penalty: 6210.307617
	Iteration 54Q: 3 clusters Score -3.757862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273541 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -37578628.000000 Penalty: 6210.307617
	Iteration 55Q: 3 clusters Score -3.757863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273545 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -37578620.000000 Penalty: 6210.307617
	Iteration 56Q: 3 clusters Score -3.757862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273548 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -37578636.000000 Penalty: 6210.307617
	Iteration 57Q: 3 clusters Score -3.757864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273549 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -37578656.000000 Penalty: 6210.307617
	Iteration 58Q: 3 clusters Score -3.757866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273549 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -37578656.000000 Penalty: 6210.307617
	Iteration 59F: 3 clusters Score -3.757866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Entering Unmasked Estep 
Score: -469981.000000 Penalty: 2028.232788
	Iteration 0F: 2 clusters Score -469981 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 1842 members 
Entering Unmasked Estep 
Score: -466390.437500 Penalty: 4056.465576
	Iteration 0F: 3 clusters Score -466390.4 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -467175.125000 Penalty: 4056.465576
	Iteration 1F: 3 clusters Score -467175.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -467381.843750 Penalty: 4056.465576
	Iteration 2F: 3 clusters Score -467381.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -467491.000000 Penalty: 4056.465576
	Iteration 3Q: 3 clusters Score -467491 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -467568.593750 Penalty: 4056.465576
	Iteration 4Q: 3 clusters Score -467568.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -467619.625000 Penalty: 4056.465576
	Iteration 5Q: 3 clusters Score -467619.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -467665.187500 Penalty: 4056.465576
	Iteration 6Q: 3 clusters Score -467665.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -467701.062500 Penalty: 4056.465576
	Iteration 7Q: 3 clusters Score -467701.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -467726.093750 Penalty: 4056.465576
	Iteration 8Q: 3 clusters Score -467726.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -467752.937500 Penalty: 4056.465576
	Iteration 9Q: 3 clusters Score -467752.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -467776.062500 Penalty: 4056.465576
	Iteration 10Q: 3 clusters Score -467776.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -467792.187500 Penalty: 4056.465576
	Iteration 11Q: 3 clusters Score -467792.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -467808.625000 Penalty: 4056.465576
	Iteration 12Q: 3 clusters Score -467808.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -467822.062500 Penalty: 4056.465576
	Iteration 13Q: 3 clusters Score -467822.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -467830.937500 Penalty: 4056.465576
	Iteration 14Q: 3 clusters Score -467830.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -467836.687500 Penalty: 4056.465576
	Iteration 15Q: 3 clusters Score -467836.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -467844.437500 Penalty: 4056.465576
	Iteration 16Q: 3 clusters Score -467844.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -467851.687500 Penalty: 4056.465576
	Iteration 17Q: 3 clusters Score -467851.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -467855.875000 Penalty: 4056.465576
	Iteration 18Q: 3 clusters Score -467855.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -467858.718750 Penalty: 4056.465576
	Iteration 19Q: 3 clusters Score -467858.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -467860.781250 Penalty: 4056.465576
	Iteration 20F: 3 clusters Score -467860.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -467862.781250 Penalty: 4056.465576
	Iteration 21Q: 3 clusters Score -467862.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -467863.656250 Penalty: 4056.465576
	Iteration 22Q: 3 clusters Score -467863.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -467866.750000 Penalty: 4056.465576
	Iteration 23Q: 3 clusters Score -467866.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -467870.125000 Penalty: 4056.465576
	Iteration 24Q: 3 clusters Score -467870.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -467874.062500 Penalty: 4056.465576
	Iteration 25Q: 3 clusters Score -467874.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -467878.093750 Penalty: 4056.465576
	Iteration 26Q: 3 clusters Score -467878.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -467881.593750 Penalty: 4056.465576
	Iteration 27Q: 3 clusters Score -467881.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -467885.218750 Penalty: 4056.465576
	Iteration 28Q: 3 clusters Score -467885.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -467889.718750 Penalty: 4056.465576
	Iteration 29Q: 3 clusters Score -467889.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -467893.875000 Penalty: 4056.465576
	Iteration 30Q: 3 clusters Score -467893.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -467897.500000 Penalty: 4056.465576
	Iteration 31Q: 3 clusters Score -467897.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -467898.562500 Penalty: 4056.465576
	Iteration 32Q: 3 clusters Score -467898.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -467898.687500 Penalty: 4056.465576
	Iteration 33Q: 3 clusters Score -467898.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -467898.687500 Penalty: 4056.465576
	Iteration 34F: 3 clusters Score -467898.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Entering Unmasked Estep 
Score: -5684388.000000 Penalty: 2640.437256
	Iteration 0F: 2 clusters Score -5684388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -5656053.000000 Penalty: 5280.874512
	Iteration 0F: 3 clusters Score -5656053 nChanged 19133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -5666384.000000 Penalty: 5280.874512
	Iteration 1F: 3 clusters Score -5666384 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -5666820.500000 Penalty: 5280.874512
	Iteration 2Q: 3 clusters Score -5666820 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -5667247.500000 Penalty: 5280.874512
	Iteration 3Q: 3 clusters Score -5667248 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -5667636.000000 Penalty: 5280.874512
	Iteration 4Q: 3 clusters Score -5667636 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -5667936.500000 Penalty: 5280.874512
	Iteration 5Q: 3 clusters Score -5667936 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -5668237.500000 Penalty: 5280.874512
	Iteration 6Q: 3 clusters Score -5668238 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -5668608.500000 Penalty: 5280.874512
	Iteration 7Q: 3 clusters Score -5668608 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -5669017.000000 Penalty: 5280.874512
	Iteration 8Q: 3 clusters Score -5669017 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -5669456.000000 Penalty: 5280.874512
	Iteration 9Q: 3 clusters Score -5669456 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -5669904.000000 Penalty: 5280.874512
	Iteration 10Q: 3 clusters Score -5669904 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -5670348.000000 Penalty: 5280.874512
	Iteration 11Q: 3 clusters Score -5670348 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -5670900.500000 Penalty: 5280.874512
	Iteration 12Q: 3 clusters Score -5670900 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -5671405.000000 Penalty: 5280.874512
	Iteration 13Q: 3 clusters Score -5671405 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -5671953.500000 Penalty: 5280.874512
	Iteration 14Q: 3 clusters Score -5671954 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -5672701.500000 Penalty: 5280.874512
	Iteration 15Q: 3 clusters Score -5672702 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -5673692.000000 Penalty: 5280.874512
	Iteration 16Q: 3 clusters Score -5673692 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -5675082.500000 Penalty: 5280.874512
	Iteration 17Q: 3 clusters Score -5675082 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -5676549.500000 Penalty: 5280.874512
	Iteration 18Q: 3 clusters Score -5676550 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -5677614.500000 Penalty: 5280.874512
	Iteration 19Q: 3 clusters Score -5677614 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -5678282.500000 Penalty: 5280.874512
	Iteration 20F: 3 clusters Score -5678282 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -5678774.000000 Penalty: 5280.874512
	Iteration 21Q: 3 clusters Score -5678774 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -5679168.500000 Penalty: 5280.874512
	Iteration 22Q: 3 clusters Score -5679168 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -5679597.000000 Penalty: 5280.874512
	Iteration 23Q: 3 clusters Score -5679597 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -5679941.000000 Penalty: 5280.874512
	Iteration 24Q: 3 clusters Score -5679941 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -5680252.000000 Penalty: 5280.874512
	Iteration 25Q: 3 clusters Score -5680252 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -5680553.500000 Penalty: 5280.874512
	Iteration 26Q: 3 clusters Score -5680554 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -5680788.000000 Penalty: 5280.874512
	Iteration 27Q: 3 clusters Score -5680788 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -5681033.500000 Penalty: 5280.874512
	Iteration 28Q: 3 clusters Score -5681034 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -5681203.500000 Penalty: 5280.874512
	Iteration 29Q: 3 clusters Score -5681204 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5681340.000000 Penalty: 5280.874512
	Iteration 30Q: 3 clusters Score -5681340 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5681485.000000 Penalty: 5280.874512
	Iteration 31Q: 3 clusters Score -5681485 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5681578.500000 Penalty: 5280.874512
	Iteration 32Q: 3 clusters Score -5681578 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5681679.000000 Penalty: 5280.874512
	Iteration 33Q: 3 clusters Score -5681679 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5681751.000000 Penalty: 5280.874512
	Iteration 34Q: 3 clusters Score -5681751 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5681803.500000 Penalty: 5280.874512
	Iteration 35Q: 3 clusters Score -5681804 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5681857.000000 Penalty: 5280.874512
	Iteration 36Q: 3 clusters Score -5681857 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5681886.500000 Penalty: 5280.874512
	Iteration 37Q: 3 clusters Score -5681886 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5681915.000000 Penalty: 5280.874512
	Iteration 38Q: 3 clusters Score -5681915 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5681937.000000 Penalty: 5280.874512
	Iteration 39Q: 3 clusters Score -5681937 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5681970.500000 Penalty: 5280.874512
	Iteration 40F: 3 clusters Score -5681970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5681996.500000 Penalty: 5280.874512
	Iteration 41Q: 3 clusters Score -5681996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5682032.500000 Penalty: 5280.874512
	Iteration 42Q: 3 clusters Score -5682032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5682057.000000 Penalty: 5280.874512
	Iteration 43Q: 3 clusters Score -5682057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5682083.500000 Penalty: 5280.874512
	Iteration 44Q: 3 clusters Score -5682084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5682106.000000 Penalty: 5280.874512
	Iteration 45Q: 3 clusters Score -5682106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5682141.000000 Penalty: 5280.874512
	Iteration 46Q: 3 clusters Score -5682141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5682154.000000 Penalty: 5280.874512
	Iteration 47Q: 3 clusters Score -5682154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5682173.500000 Penalty: 5280.874512
	Iteration 48Q: 3 clusters Score -5682174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5682164.000000 Penalty: 5280.874512
	Iteration 49Q: 3 clusters Score -5682164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5682172.500000 Penalty: 5280.874512
	Iteration 50Q: 3 clusters Score -5682172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5682176.000000 Penalty: 5280.874512
	Iteration 51Q: 3 clusters Score -5682176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5682179.500000 Penalty: 5280.874512
	Iteration 52Q: 3 clusters Score -5682180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5682190.000000 Penalty: 5280.874512
	Iteration 53Q: 3 clusters Score -5682190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5682191.500000 Penalty: 5280.874512
	Iteration 54Q: 3 clusters Score -5682192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5682203.000000 Penalty: 5280.874512
	Iteration 55Q: 3 clusters Score -5682203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5682202.500000 Penalty: 5280.874512
	Iteration 56Q: 3 clusters Score -5682202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5682210.500000 Penalty: 5280.874512
	Iteration 57Q: 3 clusters Score -5682210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5682208.000000 Penalty: 5280.874512
	Iteration 58Q: 3 clusters Score -5682208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5682205.000000 Penalty: 5280.874512
	Iteration 59Q: 3 clusters Score -5682205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5682206.500000 Penalty: 5280.874512
	Iteration 60F: 3 clusters Score -5682206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5682205.000000 Penalty: 5280.874512
	Iteration 61Q: 3 clusters Score -5682205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5682215.000000 Penalty: 5280.874512
	Iteration 62Q: 3 clusters Score -5682215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5682215.000000 Penalty: 5280.874512
	Iteration 63F: 3 clusters Score -5682215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -118388.250000 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -118388.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116488.898438 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -116488.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -116818.890625 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -116818.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -116908.062500 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -116908.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -116958.375000 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -116958.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -116984.437500 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -116984.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117003.500000 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -117003.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -117009.664062 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -117009.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -117015.718750 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -117015.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -117020.718750 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -117020.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -117024.812500 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -117024.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -117029.156250 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -117029.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -117036.140625 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -117036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -117037.234375 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -117037.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -117039.882812 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -117039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -117040.515625 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -117040.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -117040.515625 Penalty: 3376.735596
	Iteration 15F: 3 clusters Score -117040.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -39526.683594 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -39526.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38182.796875 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -38182.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -38304.761719 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -38304.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -38374.222656 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -38374.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -38403.523438 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -38403.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -38413.050781 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -38413.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -38426.480469 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -38426.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -38426.480469 Penalty: 2868.777344
	Iteration 6F: 3 clusters Score -38426.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Entering Unmasked Estep 
Score: -1018349.562500 Penalty: 2209.858887
	Iteration 0F: 2 clusters Score -1018350 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 3706 members 
Entering Unmasked Estep 
Score: -1012364.437500 Penalty: 4419.717773
	Iteration 0F: 3 clusters Score -1012364 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1013922.312500 Penalty: 4419.717773
	Iteration 1F: 3 clusters Score -1013922 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1014142.812500 Penalty: 4419.717773
	Iteration 2F: 3 clusters Score -1014143 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1014275.875000 Penalty: 4419.717773
	Iteration 3Q: 3 clusters Score -1014276 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1014363.625000 Penalty: 4419.717773
	Iteration 4Q: 3 clusters Score -1014364 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1014422.812500 Penalty: 4419.717773
	Iteration 5Q: 3 clusters Score -1014423 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1014463.062500 Penalty: 4419.717773
	Iteration 6Q: 3 clusters Score -1014463 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1014497.937500 Penalty: 4419.717773
	Iteration 7Q: 3 clusters Score -1014498 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1014524.250000 Penalty: 4419.717773
	Iteration 8Q: 3 clusters Score -1014524 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1014544.687500 Penalty: 4419.717773
	Iteration 9Q: 3 clusters Score -1014545 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1014566.187500 Penalty: 4419.717773
	Iteration 10Q: 3 clusters Score -1014566 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1014584.250000 Penalty: 4419.717773
	Iteration 11Q: 3 clusters Score -1014584 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1014605.875000 Penalty: 4419.717773
	Iteration 12Q: 3 clusters Score -1014606 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1014632.750000 Penalty: 4419.717773
	Iteration 13Q: 3 clusters Score -1014633 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1014657.375000 Penalty: 4419.717773
	Iteration 14Q: 3 clusters Score -1014657 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1014682.437500 Penalty: 4419.717773
	Iteration 15Q: 3 clusters Score -1014682 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1014711.437500 Penalty: 4419.717773
	Iteration 16Q: 3 clusters Score -1014711 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1014734.125000 Penalty: 4419.717773
	Iteration 17Q: 3 clusters Score -1014734 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1014761.625000 Penalty: 4419.717773
	Iteration 18Q: 3 clusters Score -1014762 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1014787.937500 Penalty: 4419.717773
	Iteration 19Q: 3 clusters Score -1014788 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1014824.250000 Penalty: 4419.717773
	Iteration 20F: 3 clusters Score -1014824 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1014860.375000 Penalty: 4419.717773
	Iteration 21Q: 3 clusters Score -1014860 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1014893.812500 Penalty: 4419.717773
	Iteration 22Q: 3 clusters Score -1014894 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1014929.500000 Penalty: 4419.717773
	Iteration 23Q: 3 clusters Score -1014930 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1014982.125000 Penalty: 4419.717773
	Iteration 24Q: 3 clusters Score -1014982 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1015034.500000 Penalty: 4419.717773
	Iteration 25Q: 3 clusters Score -1015034 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1015084.062500 Penalty: 4419.717773
	Iteration 26Q: 3 clusters Score -1015084 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1015136.562500 Penalty: 4419.717773
	Iteration 27Q: 3 clusters Score -1015137 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1015200.062500 Penalty: 4419.717773
	Iteration 28Q: 3 clusters Score -1015200 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1015267.875000 Penalty: 4419.717773
	Iteration 29Q: 3 clusters Score -1015268 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1015348.062500 Penalty: 4419.717773
	Iteration 30Q: 3 clusters Score -1015348 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1015435.750000 Penalty: 4419.717773
	Iteration 31Q: 3 clusters Score -1015436 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1015529.312500 Penalty: 4419.717773
	Iteration 32Q: 3 clusters Score -1015529 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1015630.187500 Penalty: 4419.717773
	Iteration 33Q: 3 clusters Score -1015630 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1015738.562500 Penalty: 4419.717773
	Iteration 34Q: 3 clusters Score -1015739 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1015828.125000 Penalty: 4419.717773
	Iteration 35Q: 3 clusters Score -1015828 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1015904.812500 Penalty: 4419.717773
	Iteration 36Q: 3 clusters Score -1015905 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1015981.187500 Penalty: 4419.717773
	Iteration 37Q: 3 clusters Score -1015981 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1016071.437500 Penalty: 4419.717773
	Iteration 38Q: 3 clusters Score -1016071 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1016146.312500 Penalty: 4419.717773
	Iteration 39Q: 3 clusters Score -1016146 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1016210.750000 Penalty: 4419.717773
	Iteration 40F: 3 clusters Score -1016211 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1016271.125000 Penalty: 4419.717773
	Iteration 41Q: 3 clusters Score -1016271 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1016310.187500 Penalty: 4419.717773
	Iteration 42Q: 3 clusters Score -1016310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1016342.875000 Penalty: 4419.717773
	Iteration 43Q: 3 clusters Score -1016343 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1016372.875000 Penalty: 4419.717773
	Iteration 44Q: 3 clusters Score -1016373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1016392.937500 Penalty: 4419.717773
	Iteration 45Q: 3 clusters Score -1016393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1016403.500000 Penalty: 4419.717773
	Iteration 46Q: 3 clusters Score -1016404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1016413.937500 Penalty: 4419.717773
	Iteration 47Q: 3 clusters Score -1016414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1016421.187500 Penalty: 4419.717773
	Iteration 48Q: 3 clusters Score -1016421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1016427.625000 Penalty: 4419.717773
	Iteration 49Q: 3 clusters Score -1016428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1016434.500000 Penalty: 4419.717773
	Iteration 50Q: 3 clusters Score -1016434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1016438.687500 Penalty: 4419.717773
	Iteration 51Q: 3 clusters Score -1016439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1016446.437500 Penalty: 4419.717773
	Iteration 52Q: 3 clusters Score -1016446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1016452.687500 Penalty: 4419.717773
	Iteration 53Q: 3 clusters Score -1016453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1016464.625000 Penalty: 4419.717773
	Iteration 54Q: 3 clusters Score -1016465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1016478.937500 Penalty: 4419.717773
	Iteration 55Q: 3 clusters Score -1016479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1016487.937500 Penalty: 4419.717773
	Iteration 56Q: 3 clusters Score -1016488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1016493.250000 Penalty: 4419.717773
	Iteration 57Q: 3 clusters Score -1016493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1016500.375000 Penalty: 4419.717773
	Iteration 58Q: 3 clusters Score -1016500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1016508.812500 Penalty: 4419.717773
	Iteration 59Q: 3 clusters Score -1016509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1016514.750000 Penalty: 4419.717773
	Iteration 60F: 3 clusters Score -1016515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1016521.000000 Penalty: 4419.717773
	Iteration 61Q: 3 clusters Score -1016521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1016527.000000 Penalty: 4419.717773
	Iteration 62Q: 3 clusters Score -1016527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1016540.250000 Penalty: 4419.717773
	Iteration 63Q: 3 clusters Score -1016540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1016547.875000 Penalty: 4419.717773
	Iteration 64Q: 3 clusters Score -1016548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1016551.437500 Penalty: 4419.717773
	Iteration 65Q: 3 clusters Score -1016551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1016558.375000 Penalty: 4419.717773
	Iteration 66Q: 3 clusters Score -1016558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1016561.500000 Penalty: 4419.717773
	Iteration 67Q: 3 clusters Score -1016562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1016565.500000 Penalty: 4419.717773
	Iteration 68Q: 3 clusters Score -1016566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1016570.625000 Penalty: 4419.717773
	Iteration 69Q: 3 clusters Score -1016571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1016573.250000 Penalty: 4419.717773
	Iteration 70Q: 3 clusters Score -1016573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1016574.062500 Penalty: 4419.717773
	Iteration 71Q: 3 clusters Score -1016574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1016575.000000 Penalty: 4419.717773
	Iteration 72Q: 3 clusters Score -1016575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1016575.125000 Penalty: 4419.717773
	Iteration 73Q: 3 clusters Score -1016575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1016576.375000 Penalty: 4419.717773
	Iteration 74Q: 3 clusters Score -1016576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1016577.500000 Penalty: 4419.717773
	Iteration 75Q: 3 clusters Score -1016578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1016577.500000 Penalty: 4419.717773
	Iteration 76F: 3 clusters Score -1016578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Entering Unmasked Estep 
Score: -1147194.625000 Penalty: 2229.010742
	Iteration 0F: 2 clusters Score -1147195 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 4038 members 
Entering Unmasked Estep 
Score: -1140710.625000 Penalty: 4458.021484
	Iteration 0F: 3 clusters Score -1140711 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1142460.250000 Penalty: 4458.021484
	Iteration 1F: 3 clusters Score -1142460 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1142712.625000 Penalty: 4458.021484
	Iteration 2F: 3 clusters Score -1142713 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1142872.750000 Penalty: 4458.021484
	Iteration 3F: 3 clusters Score -1142873 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1142984.750000 Penalty: 4458.021484
	Iteration 4Q: 3 clusters Score -1142985 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1143060.625000 Penalty: 4458.021484
	Iteration 5Q: 3 clusters Score -1143061 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1143107.375000 Penalty: 4458.021484
	Iteration 6Q: 3 clusters Score -1143107 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1143159.500000 Penalty: 4458.021484
	Iteration 7Q: 3 clusters Score -1143160 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1143203.000000 Penalty: 4458.021484
	Iteration 8Q: 3 clusters Score -1143203 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1143242.000000 Penalty: 4458.021484
	Iteration 9Q: 3 clusters Score -1143242 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1143289.625000 Penalty: 4458.021484
	Iteration 10Q: 3 clusters Score -1143290 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1143340.750000 Penalty: 4458.021484
	Iteration 11Q: 3 clusters Score -1143341 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1143381.000000 Penalty: 4458.021484
	Iteration 12Q: 3 clusters Score -1143381 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1143428.750000 Penalty: 4458.021484
	Iteration 13Q: 3 clusters Score -1143429 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1143471.375000 Penalty: 4458.021484
	Iteration 14Q: 3 clusters Score -1143471 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1143519.625000 Penalty: 4458.021484
	Iteration 15Q: 3 clusters Score -1143520 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1143570.500000 Penalty: 4458.021484
	Iteration 16Q: 3 clusters Score -1143570 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1143631.500000 Penalty: 4458.021484
	Iteration 17Q: 3 clusters Score -1143632 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1143691.500000 Penalty: 4458.021484
	Iteration 18Q: 3 clusters Score -1143692 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1143759.750000 Penalty: 4458.021484
	Iteration 19Q: 3 clusters Score -1143760 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1143836.000000 Penalty: 4458.021484
	Iteration 20F: 3 clusters Score -1143836 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1143939.250000 Penalty: 4458.021484
	Iteration 21Q: 3 clusters Score -1143939 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1144046.000000 Penalty: 4458.021484
	Iteration 22Q: 3 clusters Score -1144046 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1144170.750000 Penalty: 4458.021484
	Iteration 23Q: 3 clusters Score -1144171 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1144293.000000 Penalty: 4458.021484
	Iteration 24Q: 3 clusters Score -1144293 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1144420.625000 Penalty: 4458.021484
	Iteration 25Q: 3 clusters Score -1144421 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1144565.125000 Penalty: 4458.021484
	Iteration 26Q: 3 clusters Score -1144565 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1144686.125000 Penalty: 4458.021484
	Iteration 27Q: 3 clusters Score -1144686 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1144768.875000 Penalty: 4458.021484
	Iteration 28Q: 3 clusters Score -1144769 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1144842.500000 Penalty: 4458.021484
	Iteration 29Q: 3 clusters Score -1144842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1144906.000000 Penalty: 4458.021484
	Iteration 30Q: 3 clusters Score -1144906 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1144964.375000 Penalty: 4458.021484
	Iteration 31Q: 3 clusters Score -1144964 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1145002.750000 Penalty: 4458.021484
	Iteration 32Q: 3 clusters Score -1145003 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1145039.125000 Penalty: 4458.021484
	Iteration 33Q: 3 clusters Score -1145039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1145071.875000 Penalty: 4458.021484
	Iteration 34Q: 3 clusters Score -1145072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1145097.875000 Penalty: 4458.021484
	Iteration 35Q: 3 clusters Score -1145098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1145113.625000 Penalty: 4458.021484
	Iteration 36Q: 3 clusters Score -1145114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1145125.375000 Penalty: 4458.021484
	Iteration 37Q: 3 clusters Score -1145125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1145141.000000 Penalty: 4458.021484
	Iteration 38Q: 3 clusters Score -1145141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1145158.125000 Penalty: 4458.021484
	Iteration 39Q: 3 clusters Score -1145158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1145171.125000 Penalty: 4458.021484
	Iteration 40F: 3 clusters Score -1145171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1145177.000000 Penalty: 4458.021484
	Iteration 41Q: 3 clusters Score -1145177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1145183.000000 Penalty: 4458.021484
	Iteration 42Q: 3 clusters Score -1145183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1145193.125000 Penalty: 4458.021484
	Iteration 43Q: 3 clusters Score -1145193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1145195.625000 Penalty: 4458.021484
	Iteration 44Q: 3 clusters Score -1145196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1145195.625000 Penalty: 4458.021484
	Iteration 45F: 3 clusters Score -1145196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -42973.218750 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -42973.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41604.914062 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -41604.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41717.847656 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -41717.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41757.996094 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -41758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41811.734375 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -41811.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41874.066406 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -41874.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41897.734375 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -41897.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41926.906250 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -41926.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41960.417969 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -41960.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42000.539062 Penalty: 2906.950195
	Iteration 8Q: 3 clusters Score -42000.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42037.585938 Penalty: 2906.950195
	Iteration 9Q: 3 clusters Score -42037.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42047.945312 Penalty: 2906.950195
	Iteration 10Q: 3 clusters Score -42047.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42060.484375 Penalty: 2906.950195
	Iteration 11Q: 3 clusters Score -42060.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42073.359375 Penalty: 2906.950195
	Iteration 12Q: 3 clusters Score -42073.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42076.910156 Penalty: 2906.950195
	Iteration 13Q: 3 clusters Score -42076.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42079.699219 Penalty: 2906.950195
	Iteration 14Q: 3 clusters Score -42079.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42079.699219 Penalty: 2906.950195
	Iteration 15F: 3 clusters Score -42079.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -73759.570312 Penalty: 1591.349609
	Iteration 0F: 2 clusters Score -73759.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -72143.781250 Penalty: 3182.699219
	Iteration 0F: 3 clusters Score -72143.78 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72452.242188 Penalty: 3182.699219
	Iteration 1F: 3 clusters Score -72452.24 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72657.593750 Penalty: 3182.699219
	Iteration 2F: 3 clusters Score -72657.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -72778.718750 Penalty: 3182.699219
	Iteration 3F: 3 clusters Score -72778.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -72868.890625 Penalty: 3182.699219
	Iteration 4F: 3 clusters Score -72868.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -72906.210938 Penalty: 3182.699219
	Iteration 5Q: 3 clusters Score -72906.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -72932.898438 Penalty: 3182.699219
	Iteration 6Q: 3 clusters Score -72932.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -72946.554688 Penalty: 3182.699219
	Iteration 7Q: 3 clusters Score -72946.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -72955.218750 Penalty: 3182.699219
	Iteration 8Q: 3 clusters Score -72955.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -72955.218750 Penalty: 3182.699219
	Iteration 9F: 3 clusters Score -72955.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (210645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210645 members 
Entering Unmasked Estep 
Score: -29376234.000000 Penalty: 3039.966553
	Iteration 0F: 2 clusters Score -2.937623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105829 members 
Mstep: Class 2 contains 104816 members 
Entering Unmasked Estep 
Score: -29253076.000000 Penalty: 6079.933105
	Iteration 0F: 3 clusters Score -2.925308e+07 nChanged 101249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114932 members 
Mstep: Class 2 contains 95713 members 
Entering Unmasked Estep 
Score: -29313020.000000 Penalty: 6079.933105
	Iteration 1F: 3 clusters Score -2.931302e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120213 members 
Mstep: Class 2 contains 90432 members 
Entering Unmasked Estep 
Score: -29314730.000000 Penalty: 6079.933105
	Iteration 2Q: 3 clusters Score -2.931473e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128122 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -29317892.000000 Penalty: 6079.933105
	Iteration 3Q: 3 clusters Score -2.931789e+07 nChanged 11791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139513 members 
Mstep: Class 2 contains 71132 members 
Entering Unmasked Estep 
Score: -29323244.000000 Penalty: 6079.933105
	Iteration 4F: 3 clusters Score -2.932324e+07 nChanged 15452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154771 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -29331674.000000 Penalty: 6079.933105
	Iteration 5F: 3 clusters Score -2.933167e+07 nChanged 17215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171858 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -29342362.000000 Penalty: 6079.933105
	Iteration 6F: 3 clusters Score -2.934236e+07 nChanged 14642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186432 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -29353190.000000 Penalty: 6079.933105
	Iteration 7F: 3 clusters Score -2.935319e+07 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196236 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -29361514.000000 Penalty: 6079.933105
	Iteration 8Q: 3 clusters Score -2.936151e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201682 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -29366046.000000 Penalty: 6079.933105
	Iteration 9Q: 3 clusters Score -2.936605e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204640 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -29368448.000000 Penalty: 6079.933105
	Iteration 10Q: 3 clusters Score -2.936845e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206355 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -29369906.000000 Penalty: 6079.933105
	Iteration 11Q: 3 clusters Score -2.936991e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207445 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -29370944.000000 Penalty: 6079.933105
	Iteration 12Q: 3 clusters Score -2.937094e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208099 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -29371652.000000 Penalty: 6079.933105
	Iteration 13Q: 3 clusters Score -2.937165e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208508 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -29372090.000000 Penalty: 6079.933105
	Iteration 14Q: 3 clusters Score -2.937209e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208771 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -29372336.000000 Penalty: 6079.933105
	Iteration 15Q: 3 clusters Score -2.937234e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208979 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -29372606.000000 Penalty: 6079.933105
	Iteration 16Q: 3 clusters Score -2.937261e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209117 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -29372758.000000 Penalty: 6079.933105
	Iteration 17Q: 3 clusters Score -2.937276e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209222 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -29372926.000000 Penalty: 6079.933105
	Iteration 18Q: 3 clusters Score -2.937293e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209313 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -29373014.000000 Penalty: 6079.933105
	Iteration 19Q: 3 clusters Score -2.937301e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209376 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -29373064.000000 Penalty: 6079.933105
	Iteration 20F: 3 clusters Score -2.937306e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209422 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -29373140.000000 Penalty: 6079.933105
	Iteration 21Q: 3 clusters Score -2.937314e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209458 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -29373158.000000 Penalty: 6079.933105
	Iteration 22Q: 3 clusters Score -2.937316e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209484 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -29373152.000000 Penalty: 6079.933105
	Iteration 23Q: 3 clusters Score -2.937315e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209503 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -29373170.000000 Penalty: 6079.933105
	Iteration 24Q: 3 clusters Score -2.937317e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209520 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -29373176.000000 Penalty: 6079.933105
	Iteration 25Q: 3 clusters Score -2.937318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209534 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -29373168.000000 Penalty: 6079.933105
	Iteration 26Q: 3 clusters Score -2.937317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209544 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -29373180.000000 Penalty: 6079.933105
	Iteration 27Q: 3 clusters Score -2.937318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209557 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -29373206.000000 Penalty: 6079.933105
	Iteration 28Q: 3 clusters Score -2.937321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209560 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -29373212.000000 Penalty: 6079.933105
	Iteration 29Q: 3 clusters Score -2.937321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209562 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -29373226.000000 Penalty: 6079.933105
	Iteration 30Q: 3 clusters Score -2.937323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209565 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -29373226.000000 Penalty: 6079.933105
	Iteration 31Q: 3 clusters Score -2.937323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209570 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -29373218.000000 Penalty: 6079.933105
	Iteration 32Q: 3 clusters Score -2.937322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209573 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -29373234.000000 Penalty: 6079.933105
	Iteration 33Q: 3 clusters Score -2.937323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209576 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -29373238.000000 Penalty: 6079.933105
	Iteration 34Q: 3 clusters Score -2.937324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209581 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -29373246.000000 Penalty: 6079.933105
	Iteration 35Q: 3 clusters Score -2.937325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209582 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -29373244.000000 Penalty: 6079.933105
	Iteration 36Q: 3 clusters Score -2.937324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209583 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -29373258.000000 Penalty: 6079.933105
	Iteration 37Q: 3 clusters Score -2.937326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209584 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -29373236.000000 Penalty: 6079.933105
	Iteration 38Q: 3 clusters Score -2.937324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209585 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -29373242.000000 Penalty: 6079.933105
	Iteration 39Q: 3 clusters Score -2.937324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209585 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -29373242.000000 Penalty: 6079.933105
	Iteration 40F: 3 clusters Score -2.937324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -55809.894531 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -55809.89 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 221 members 
Entering Unmasked Estep 
Score: -54335.269531 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -54335.27 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -54490.851562 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -54490.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54552.792969 Penalty: 3024.645020
	Iteration 2Q: 3 clusters Score -54552.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54566.902344 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -54566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -54572.890625 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -54572.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54588.484375 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -54588.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -54604.343750 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -54604.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54616.925781 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -54616.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54625.414062 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -54625.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54629.343750 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -54629.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -54632.984375 Penalty: 3024.645020
	Iteration 10Q: 3 clusters Score -54632.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54636.726562 Penalty: 3024.645020
	Iteration 11Q: 3 clusters Score -54636.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54654.082031 Penalty: 3024.645020
	Iteration 12Q: 3 clusters Score -54654.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54663.414062 Penalty: 3024.645020
	Iteration 13Q: 3 clusters Score -54663.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54675.652344 Penalty: 3024.645020
	Iteration 14Q: 3 clusters Score -54675.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54686.589844 Penalty: 3024.645020
	Iteration 15Q: 3 clusters Score -54686.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54687.382812 Penalty: 3024.645020
	Iteration 16Q: 3 clusters Score -54687.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54687.382812 Penalty: 3024.645020
	Iteration 17F: 3 clusters Score -54687.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -30874.060547 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -30874.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29693.873047 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -29693.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29841.121094 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -29841.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29902.869141 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -29902.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29917.380859 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -29917.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29920.636719 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -29920.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29920.636719 Penalty: 2765.670898
	Iteration 5F: 3 clusters Score -29920.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -117419.617188 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -117419.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -115570.703125 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -115570.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -115820.109375 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -115820.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -115869.835938 Penalty: 3369.002930
	Iteration 2Q: 3 clusters Score -115869.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -115893.320312 Penalty: 3369.002930
	Iteration 3Q: 3 clusters Score -115893.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -115907.093750 Penalty: 3369.002930
	Iteration 4Q: 3 clusters Score -115907.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -115916.960938 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -115917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -115923.765625 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -115923.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -115931.820312 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -115931.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -115942.320312 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -115942.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -115942.320312 Penalty: 3369.002930
	Iteration 9F: 3 clusters Score -115942.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Entering Unmasked Estep 
Score: -2502540.250000 Penalty: 2440.429443
	Iteration 0F: 2 clusters Score -2502540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2489211.000000 Penalty: 4880.858887
	Iteration 0F: 3 clusters Score -2489211 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2493588.000000 Penalty: 4880.858887
	Iteration 1F: 3 clusters Score -2493588 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2494005.250000 Penalty: 4880.858887
	Iteration 2F: 3 clusters Score -2494005 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2494369.250000 Penalty: 4880.858887
	Iteration 3Q: 3 clusters Score -2494369 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2494708.250000 Penalty: 4880.858887
	Iteration 4Q: 3 clusters Score -2494708 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2495036.250000 Penalty: 4880.858887
	Iteration 5Q: 3 clusters Score -2495036 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2495418.750000 Penalty: 4880.858887
	Iteration 6Q: 3 clusters Score -2495419 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2495896.500000 Penalty: 4880.858887
	Iteration 7Q: 3 clusters Score -2495896 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2496516.500000 Penalty: 4880.858887
	Iteration 8F: 3 clusters Score -2496516 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2497216.250000 Penalty: 4880.858887
	Iteration 9F: 3 clusters Score -2497216 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2497969.500000 Penalty: 4880.858887
	Iteration 10F: 3 clusters Score -2497970 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2498683.000000 Penalty: 4880.858887
	Iteration 11F: 3 clusters Score -2498683 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2499243.750000 Penalty: 4880.858887
	Iteration 12Q: 3 clusters Score -2499244 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2499631.250000 Penalty: 4880.858887
	Iteration 13Q: 3 clusters Score -2499631 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2499913.750000 Penalty: 4880.858887
	Iteration 14Q: 3 clusters Score -2499914 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2500119.750000 Penalty: 4880.858887
	Iteration 15Q: 3 clusters Score -2500120 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2500232.000000 Penalty: 4880.858887
	Iteration 16Q: 3 clusters Score -2500232 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2500318.750000 Penalty: 4880.858887
	Iteration 17Q: 3 clusters Score -2500319 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2500396.000000 Penalty: 4880.858887
	Iteration 18Q: 3 clusters Score -2500396 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2500459.750000 Penalty: 4880.858887
	Iteration 19Q: 3 clusters Score -2500460 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2500523.250000 Penalty: 4880.858887
	Iteration 20F: 3 clusters Score -2500523 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2500592.500000 Penalty: 4880.858887
	Iteration 21Q: 3 clusters Score -2500592 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2500633.000000 Penalty: 4880.858887
	Iteration 22Q: 3 clusters Score -2500633 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2500660.500000 Penalty: 4880.858887
	Iteration 23Q: 3 clusters Score -2500660 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2500685.750000 Penalty: 4880.858887
	Iteration 24Q: 3 clusters Score -2500686 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2500707.000000 Penalty: 4880.858887
	Iteration 25Q: 3 clusters Score -2500707 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2500738.500000 Penalty: 4880.858887
	Iteration 26Q: 3 clusters Score -2500738 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2500756.250000 Penalty: 4880.858887
	Iteration 27Q: 3 clusters Score -2500756 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2500782.500000 Penalty: 4880.858887
	Iteration 28Q: 3 clusters Score -2500782 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2500814.250000 Penalty: 4880.858887
	Iteration 29Q: 3 clusters Score -2500814 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2500837.750000 Penalty: 4880.858887
	Iteration 30Q: 3 clusters Score -2500838 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2500873.250000 Penalty: 4880.858887
	Iteration 31Q: 3 clusters Score -2500873 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2500899.250000 Penalty: 4880.858887
	Iteration 32Q: 3 clusters Score -2500899 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2500919.500000 Penalty: 4880.858887
	Iteration 33Q: 3 clusters Score -2500920 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2500957.250000 Penalty: 4880.858887
	Iteration 34Q: 3 clusters Score -2500957 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2500986.750000 Penalty: 4880.858887
	Iteration 35Q: 3 clusters Score -2500987 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2501010.250000 Penalty: 4880.858887
	Iteration 36Q: 3 clusters Score -2501010 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2501052.250000 Penalty: 4880.858887
	Iteration 37Q: 3 clusters Score -2501052 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2501077.250000 Penalty: 4880.858887
	Iteration 38Q: 3 clusters Score -2501077 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2501104.750000 Penalty: 4880.858887
	Iteration 39Q: 3 clusters Score -2501105 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2501129.750000 Penalty: 4880.858887
	Iteration 40F: 3 clusters Score -2501130 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2501171.250000 Penalty: 4880.858887
	Iteration 41Q: 3 clusters Score -2501171 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2501196.000000 Penalty: 4880.858887
	Iteration 42Q: 3 clusters Score -2501196 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2501220.750000 Penalty: 4880.858887
	Iteration 43Q: 3 clusters Score -2501221 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2501231.500000 Penalty: 4880.858887
	Iteration 44Q: 3 clusters Score -2501232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2501242.500000 Penalty: 4880.858887
	Iteration 45Q: 3 clusters Score -2501242 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2501256.250000 Penalty: 4880.858887
	Iteration 46Q: 3 clusters Score -2501256 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2501268.750000 Penalty: 4880.858887
	Iteration 47Q: 3 clusters Score -2501269 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2501283.750000 Penalty: 4880.858887
	Iteration 48Q: 3 clusters Score -2501284 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2501305.750000 Penalty: 4880.858887
	Iteration 49Q: 3 clusters Score -2501306 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2501318.500000 Penalty: 4880.858887
	Iteration 50Q: 3 clusters Score -2501318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2501332.750000 Penalty: 4880.858887
	Iteration 51Q: 3 clusters Score -2501333 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2501342.750000 Penalty: 4880.858887
	Iteration 52Q: 3 clusters Score -2501343 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2501355.250000 Penalty: 4880.858887
	Iteration 53Q: 3 clusters Score -2501355 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2501367.000000 Penalty: 4880.858887
	Iteration 54Q: 3 clusters Score -2501367 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2501376.500000 Penalty: 4880.858887
	Iteration 55Q: 3 clusters Score -2501376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2501394.250000 Penalty: 4880.858887
	Iteration 56Q: 3 clusters Score -2501394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2501394.750000 Penalty: 4880.858887
	Iteration 57Q: 3 clusters Score -2501395 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2501407.000000 Penalty: 4880.858887
	Iteration 58Q: 3 clusters Score -2501407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2501411.000000 Penalty: 4880.858887
	Iteration 59Q: 3 clusters Score -2501411 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2501422.250000 Penalty: 4880.858887
	Iteration 60F: 3 clusters Score -2501422 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2501441.000000 Penalty: 4880.858887
	Iteration 61Q: 3 clusters Score -2501441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2501444.000000 Penalty: 4880.858887
	Iteration 62Q: 3 clusters Score -2501444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2501449.250000 Penalty: 4880.858887
	Iteration 63Q: 3 clusters Score -2501449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2501452.000000 Penalty: 4880.858887
	Iteration 64Q: 3 clusters Score -2501452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2501458.750000 Penalty: 4880.858887
	Iteration 65Q: 3 clusters Score -2501459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2501469.000000 Penalty: 4880.858887
	Iteration 66Q: 3 clusters Score -2501469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2501469.250000 Penalty: 4880.858887
	Iteration 67Q: 3 clusters Score -2501469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2501471.750000 Penalty: 4880.858887
	Iteration 68Q: 3 clusters Score -2501472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2501475.500000 Penalty: 4880.858887
	Iteration 69Q: 3 clusters Score -2501476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2501480.250000 Penalty: 4880.858887
	Iteration 70Q: 3 clusters Score -2501480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2501478.000000 Penalty: 4880.858887
	Iteration 71Q: 3 clusters Score -2501478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2501477.750000 Penalty: 4880.858887
	Iteration 72Q: 3 clusters Score -2501478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2501476.500000 Penalty: 4880.858887
	Iteration 73Q: 3 clusters Score -2501476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2501479.750000 Penalty: 4880.858887
	Iteration 74Q: 3 clusters Score -2501480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2501480.250000 Penalty: 4880.858887
	Iteration 75Q: 3 clusters Score -2501480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2501483.250000 Penalty: 4880.858887
	Iteration 76Q: 3 clusters Score -2501483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2501481.750000 Penalty: 4880.858887
	Iteration 77Q: 3 clusters Score -2501482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2501477.000000 Penalty: 4880.858887
	Iteration 78Q: 3 clusters Score -2501477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2501480.250000 Penalty: 4880.858887
	Iteration 79Q: 3 clusters Score -2501480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2501485.500000 Penalty: 4880.858887
	Iteration 80F: 3 clusters Score -2501486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2501486.250000 Penalty: 4880.858887
	Iteration 81Q: 3 clusters Score -2501486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2501489.250000 Penalty: 4880.858887
	Iteration 82Q: 3 clusters Score -2501489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2501484.250000 Penalty: 4880.858887
	Iteration 83Q: 3 clusters Score -2501484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2501482.500000 Penalty: 4880.858887
	Iteration 84Q: 3 clusters Score -2501482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2501486.500000 Penalty: 4880.858887
	Iteration 85Q: 3 clusters Score -2501486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2501496.250000 Penalty: 4880.858887
	Iteration 86Q: 3 clusters Score -2501496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2501495.250000 Penalty: 4880.858887
	Iteration 87Q: 3 clusters Score -2501495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2501500.250000 Penalty: 4880.858887
	Iteration 88Q: 3 clusters Score -2501500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2501500.000000 Penalty: 4880.858887
	Iteration 89Q: 3 clusters Score -2501500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2501495.750000 Penalty: 4880.858887
	Iteration 90Q: 3 clusters Score -2501496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2501501.250000 Penalty: 4880.858887
	Iteration 91Q: 3 clusters Score -2501501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2501503.250000 Penalty: 4880.858887
	Iteration 92Q: 3 clusters Score -2501503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2501510.250000 Penalty: 4880.858887
	Iteration 93Q: 3 clusters Score -2501510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2501514.750000 Penalty: 4880.858887
	Iteration 94Q: 3 clusters Score -2501515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2501517.000000 Penalty: 4880.858887
	Iteration 95Q: 3 clusters Score -2501517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2501517.500000 Penalty: 4880.858887
	Iteration 96Q: 3 clusters Score -2501518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2501516.000000 Penalty: 4880.858887
	Iteration 97Q: 3 clusters Score -2501516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2501519.750000 Penalty: 4880.858887
	Iteration 98Q: 3 clusters Score -2501520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2501521.000000 Penalty: 4880.858887
	Iteration 99Q: 3 clusters Score -2501521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2501517.750000 Penalty: 4880.858887
	Iteration 100F: 3 clusters Score -2501518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Entering Unmasked Estep 
Score: -594175.812500 Penalty: 2090.179688
	Iteration 0F: 2 clusters Score -594175.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -589939.312500 Penalty: 4180.359375
	Iteration 0F: 3 clusters Score -589939.3 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -590982.187500 Penalty: 4180.359375
	Iteration 1F: 3 clusters Score -590982.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -591291.375000 Penalty: 4180.359375
	Iteration 2F: 3 clusters Score -591291.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -591549.812500 Penalty: 4180.359375
	Iteration 3F: 3 clusters Score -591549.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -591787.750000 Penalty: 4180.359375
	Iteration 4F: 3 clusters Score -591787.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -592014.375000 Penalty: 4180.359375
	Iteration 5F: 3 clusters Score -592014.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -592200.812500 Penalty: 4180.359375
	Iteration 6F: 3 clusters Score -592200.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -592349.750000 Penalty: 4180.359375
	Iteration 7Q: 3 clusters Score -592349.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -592451.687500 Penalty: 4180.359375
	Iteration 8Q: 3 clusters Score -592451.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -592529.562500 Penalty: 4180.359375
	Iteration 9Q: 3 clusters Score -592529.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -592573.687500 Penalty: 4180.359375
	Iteration 10Q: 3 clusters Score -592573.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -592606.625000 Penalty: 4180.359375
	Iteration 11Q: 3 clusters Score -592606.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -592639.562500 Penalty: 4180.359375
	Iteration 12Q: 3 clusters Score -592639.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -592663.687500 Penalty: 4180.359375
	Iteration 13Q: 3 clusters Score -592663.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -592685.000000 Penalty: 4180.359375
	Iteration 14Q: 3 clusters Score -592685 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -592703.312500 Penalty: 4180.359375
	Iteration 15Q: 3 clusters Score -592703.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -592712.875000 Penalty: 4180.359375
	Iteration 16Q: 3 clusters Score -592712.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -592719.625000 Penalty: 4180.359375
	Iteration 17Q: 3 clusters Score -592719.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -592724.500000 Penalty: 4180.359375
	Iteration 18Q: 3 clusters Score -592724.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -592729.000000 Penalty: 4180.359375
	Iteration 19Q: 3 clusters Score -592729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -592733.000000 Penalty: 4180.359375
	Iteration 20F: 3 clusters Score -592733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -592734.062500 Penalty: 4180.359375
	Iteration 21Q: 3 clusters Score -592734.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -592735.875000 Penalty: 4180.359375
	Iteration 22Q: 3 clusters Score -592735.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -592740.250000 Penalty: 4180.359375
	Iteration 23Q: 3 clusters Score -592740.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -592743.500000 Penalty: 4180.359375
	Iteration 24Q: 3 clusters Score -592743.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -592744.250000 Penalty: 4180.359375
	Iteration 25Q: 3 clusters Score -592744.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -592744.812500 Penalty: 4180.359375
	Iteration 26Q: 3 clusters Score -592744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -592747.250000 Penalty: 4180.359375
	Iteration 27Q: 3 clusters Score -592747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -592747.250000 Penalty: 4180.359375
	Iteration 28Q: 3 clusters Score -592747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -592747.437500 Penalty: 4180.359375
	Iteration 29Q: 3 clusters Score -592747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -592747.250000 Penalty: 4180.359375
	Iteration 30Q: 3 clusters Score -592747.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -592748.437500 Penalty: 4180.359375
	Iteration 31Q: 3 clusters Score -592748.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -592748.437500 Penalty: 4180.359375
	Iteration 32F: 3 clusters Score -592748.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (56641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56641 members 
Entering Unmasked Estep 
Score: -7895914.000000 Penalty: 2714.233154
	Iteration 0F: 2 clusters Score -7895914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -7858131.500000 Penalty: 5428.466309
	Iteration 0F: 3 clusters Score -7858132 nChanged 26177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -7872542.000000 Penalty: 5428.466309
	Iteration 1F: 3 clusters Score -7872542 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -7873213.500000 Penalty: 5428.466309
	Iteration 2Q: 3 clusters Score -7873214 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -7873997.500000 Penalty: 5428.466309
	Iteration 3Q: 3 clusters Score -7873998 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -7874928.500000 Penalty: 5428.466309
	Iteration 4Q: 3 clusters Score -7874928 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -7875966.500000 Penalty: 5428.466309
	Iteration 5Q: 3 clusters Score -7875966 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -7877298.500000 Penalty: 5428.466309
	Iteration 6Q: 3 clusters Score -7877298 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -7878792.000000 Penalty: 5428.466309
	Iteration 7Q: 3 clusters Score -7878792 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -7880489.000000 Penalty: 5428.466309
	Iteration 8F: 3 clusters Score -7880489 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -7882049.000000 Penalty: 5428.466309
	Iteration 9F: 3 clusters Score -7882049 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -7883529.500000 Penalty: 5428.466309
	Iteration 10Q: 3 clusters Score -7883530 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -7884747.000000 Penalty: 5428.466309
	Iteration 11Q: 3 clusters Score -7884747 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -7885359.000000 Penalty: 5428.466309
	Iteration 12Q: 3 clusters Score -7885359 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -7885777.000000 Penalty: 5428.466309
	Iteration 13Q: 3 clusters Score -7885777 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -7885989.000000 Penalty: 5428.466309
	Iteration 14Q: 3 clusters Score -7885989 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -7886104.000000 Penalty: 5428.466309
	Iteration 15Q: 3 clusters Score -7886104 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -7886190.000000 Penalty: 5428.466309
	Iteration 16Q: 3 clusters Score -7886190 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -7886248.500000 Penalty: 5428.466309
	Iteration 17Q: 3 clusters Score -7886248 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -7886353.500000 Penalty: 5428.466309
	Iteration 18Q: 3 clusters Score -7886354 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -7886450.000000 Penalty: 5428.466309
	Iteration 19Q: 3 clusters Score -7886450 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -7886521.500000 Penalty: 5428.466309
	Iteration 20F: 3 clusters Score -7886522 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -7886588.500000 Penalty: 5428.466309
	Iteration 21Q: 3 clusters Score -7886588 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -7886657.500000 Penalty: 5428.466309
	Iteration 22Q: 3 clusters Score -7886658 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -7886712.500000 Penalty: 5428.466309
	Iteration 23Q: 3 clusters Score -7886712 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -7886762.000000 Penalty: 5428.466309
	Iteration 24Q: 3 clusters Score -7886762 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7886824 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7886866 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7886909 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7886989 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7886975 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -7887013.500000 Penalty: 5428.466309
	Iteration 30Q: 3 clusters Score -7887014 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -7887074.500000 Penalty: 5428.466309
	Iteration 31Q: 3 clusters Score -7887074 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7887099 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7887133 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7887146 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7887173 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7887214 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7887241 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7887276 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -7887320.500000 Penalty: 5428.466309
	Iteration 39Q: 3 clusters Score -7887320 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -7887391.500000 Penalty: 5428.466309
	Iteration 40F: 3 clusters Score -7887392 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7887459 nChanged 444
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7887511 nChanged 456
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7887620 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7887733 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7887810 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7887904 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7888017 nChanged 647
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7888144 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7888292 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7888414 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7888560 nChanged 762
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7888714 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7888897 nChanged 775
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7889093 nChanged 780
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7889342 nChanged 767
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7889517 nChanged 800
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7889710 nChanged 805
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7889940 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7890106 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7890350 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7890537 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7890736 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7891004 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7891240 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7891458 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7891680 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7891870 nChanged 635
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7892071 nChanged 600
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7892290 nChanged 589
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7892518 nChanged 598
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7892788 nChanged 550
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7893004 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7893175 nChanged 432
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7893356 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7893495 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51751 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7893616 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7893711 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7893783 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7893852 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7893876 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7893922 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7893952 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7893970 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53058 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7893968 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7894005 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7894018 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7894033 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7894060 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53455 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7894078 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7894078 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7894112 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7894136 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7894174 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7894178 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7894200 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7894196 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7894202 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7894199 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7894215 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7894210 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7894201 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7894226 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7894220 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7894226 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -7894245.500000 Penalty: 5428.466309
	Iteration 105Q: 3 clusters Score -7894246 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7894241 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54205 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7894248 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7894259 nChanged 26
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Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7894271 nChanged 29
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Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7894274 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7894272 nChanged 12
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Mstep: Class 1 contains 54306 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7894284 nChanged 12
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Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7894274 nChanged 10
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Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7894277 nChanged 6
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Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7894274 nChanged 4
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Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7894272 nChanged 6
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7894272 nChanged 2
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Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7894271.000000 Penalty: 5428.466309
	Iteration 118Q: 3 clusters Score -7894271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -7894271.500000 Penalty: 5428.466309
	Iteration 119Q: 3 clusters Score -7894272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -7894271.500000 Penalty: 5428.466309
	Iteration 120F: 3 clusters Score -7894272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15515 members 
Mstep: Class 5 contains 65247 members 
Mstep: Class 6 contains 206863 members 
Mstep: Class 7 contains 51561 members 
Mstep: Class 8 contains 273972 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42063 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7411 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210645 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18778 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 56641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801584.000000 Penalty: 78787.804688
Iteration 319Q: 24 clusters Score -1.358016e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15515 members 
Mstep: Class 5 contains 65244 members 
Mstep: Class 6 contains 206861 members 
Mstep: Class 7 contains 51560 members 
Mstep: Class 8 contains 273975 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42065 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7410 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210650 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 56641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801600.000000 Penalty: 78787.804688
Iteration 320F: 24 clusters Score -1.358016e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15514 members 
Mstep: Class 5 contains 65242 members 
Mstep: Class 6 contains 206862 members 
Mstep: Class 7 contains 51560 members 
Mstep: Class 8 contains 273982 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42064 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7407 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210653 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4575 members 
Mstep: Class 23 contains 56641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801584.000000 Penalty: 78787.804688
Iteration 321Q: 24 clusters Score -1.358016e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15514 members 
Mstep: Class 5 contains 65235 members 
Mstep: Class 6 contains 206860 members 
Mstep: Class 7 contains 51559 members 
Mstep: Class 8 contains 273997 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42064 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7406 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210652 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4575 members 
Mstep: Class 23 contains 56640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801552.000000 Penalty: 78787.804688
Iteration 322Q: 24 clusters Score -1.358016e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15508 members 
Mstep: Class 5 contains 65234 members 
Mstep: Class 6 contains 206861 members 
Mstep: Class 7 contains 51560 members 
Mstep: Class 8 contains 274006 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42065 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7403 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210654 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18780 members 
Mstep: Class 22 contains 4575 members 
Mstep: Class 23 contains 56638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801504.000000 Penalty: 78787.804688
Iteration 323Q: 24 clusters Score -1.358015e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15509 members 
Mstep: Class 5 contains 65233 members 
Mstep: Class 6 contains 206862 members 
Mstep: Class 7 contains 51560 members 
Mstep: Class 8 contains 274011 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42067 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7400 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210654 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18781 members 
Mstep: Class 22 contains 4575 members 
Mstep: Class 23 contains 56636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801600.000000 Penalty: 78787.804688
Iteration 324Q: 24 clusters Score -1.358016e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 65228 members 
Mstep: Class 6 contains 206864 members 
Mstep: Class 7 contains 51560 members 
Mstep: Class 8 contains 274020 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42067 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7396 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210655 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18781 members 
Mstep: Class 22 contains 4575 members 
Mstep: Class 23 contains 56634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801568.000000 Penalty: 78787.804688
Iteration 325Q: 24 clusters Score -1.358016e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 65221 members 
Mstep: Class 6 contains 206864 members 
Mstep: Class 7 contains 51560 members 
Mstep: Class 8 contains 274029 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42067 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7391 members 
Mstep: Class 14 contains 8007 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210656 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18781 members 
Mstep: Class 22 contains 4575 members 
Mstep: Class 23 contains 56634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801600.000000 Penalty: 78787.804688
Iteration 326Q: 24 clusters Score -1.358016e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 65216 members 
Mstep: Class 6 contains 206861 members 
Mstep: Class 7 contains 51560 members 
Mstep: Class 8 contains 274045 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42066 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7383 members 
Mstep: Class 14 contains 8009 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210656 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18781 members 
Mstep: Class 22 contains 4575 members 
Mstep: Class 23 contains 56632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801584.000000 Penalty: 78787.804688
Iteration 327Q: 24 clusters Score -1.358016e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 65211 members 
Mstep: Class 6 contains 206864 members 
Mstep: Class 7 contains 51558 members 
Mstep: Class 8 contains 274061 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42064 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7373 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210653 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18781 members 
Mstep: Class 22 contains 4575 members 
Mstep: Class 23 contains 56632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801616.000000 Penalty: 78787.804688
Iteration 328Q: 24 clusters Score -1.358016e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 65202 members 
Mstep: Class 6 contains 206861 members 
Mstep: Class 7 contains 51556 members 
Mstep: Class 8 contains 274079 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42065 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7368 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210652 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18781 members 
Mstep: Class 22 contains 4575 members 
Mstep: Class 23 contains 56635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801536.000000 Penalty: 78787.804688
Iteration 329Q: 24 clusters Score -1.358015e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15514 members 
Mstep: Class 5 contains 65193 members 
Mstep: Class 6 contains 206861 members 
Mstep: Class 7 contains 51556 members 
Mstep: Class 8 contains 274096 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42065 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7361 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210653 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18780 members 
Mstep: Class 22 contains 4575 members 
Mstep: Class 23 contains 56637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801472.000000 Penalty: 78787.804688
Iteration 330Q: 24 clusters Score -1.358015e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15515 members 
Mstep: Class 5 contains 65184 members 
Mstep: Class 6 contains 206861 members 
Mstep: Class 7 contains 51556 members 
Mstep: Class 8 contains 274112 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42066 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7354 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210651 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4575 members 
Mstep: Class 23 contains 56639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801584.000000 Penalty: 78787.804688
Iteration 331Q: 24 clusters Score -1.358016e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15516 members 
Mstep: Class 5 contains 65177 members 
Mstep: Class 6 contains 206863 members 
Mstep: Class 7 contains 51556 members 
Mstep: Class 8 contains 274122 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42065 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7352 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210649 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4575 members 
Mstep: Class 23 contains 56639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801600.000000 Penalty: 78787.804688
Iteration 332Q: 24 clusters Score -1.358016e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15519 members 
Mstep: Class 5 contains 65167 members 
Mstep: Class 6 contains 206865 members 
Mstep: Class 7 contains 51555 members 
Mstep: Class 8 contains 274141 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42065 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7348 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210644 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4575 members 
Mstep: Class 23 contains 56638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801680.000000 Penalty: 78787.804688
Iteration 333Q: 24 clusters Score -1.358017e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 65157 members 
Mstep: Class 6 contains 206865 members 
Mstep: Class 7 contains 51555 members 
Mstep: Class 8 contains 274157 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42064 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7346 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210646 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 56637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801664.000000 Penalty: 78787.804688
Iteration 334Q: 24 clusters Score -1.358017e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 65151 members 
Mstep: Class 6 contains 206867 members 
Mstep: Class 7 contains 51555 members 
Mstep: Class 8 contains 274163 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42066 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7340 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210649 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18778 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 56636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801648.000000 Penalty: 78787.804688
Iteration 335Q: 24 clusters Score -1.358016e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 65145 members 
Mstep: Class 6 contains 206864 members 
Mstep: Class 7 contains 51554 members 
Mstep: Class 8 contains 274178 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42066 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7337 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210646 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18778 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801632.000000 Penalty: 78787.804688
Iteration 336Q: 24 clusters Score -1.358016e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15517 members 
Mstep: Class 5 contains 65143 members 
Mstep: Class 6 contains 206867 members 
Mstep: Class 7 contains 51554 members 
Mstep: Class 8 contains 274191 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42068 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7328 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210648 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801648.000000 Penalty: 78787.804688
Iteration 337Q: 24 clusters Score -1.358016e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15515 members 
Mstep: Class 5 contains 65141 members 
Mstep: Class 6 contains 206870 members 
Mstep: Class 7 contains 51553 members 
Mstep: Class 8 contains 274205 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42068 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7320 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210648 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801584.000000 Penalty: 78787.804688
Iteration 338Q: 24 clusters Score -1.358016e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15516 members 
Mstep: Class 5 contains 65136 members 
Mstep: Class 6 contains 206870 members 
Mstep: Class 7 contains 51553 members 
Mstep: Class 8 contains 274216 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42067 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7313 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210651 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801600.000000 Penalty: 78787.804688
Iteration 339Q: 24 clusters Score -1.358016e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15514 members 
Mstep: Class 5 contains 65132 members 
Mstep: Class 6 contains 206869 members 
Mstep: Class 7 contains 51553 members 
Mstep: Class 8 contains 274233 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42066 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7305 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210653 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801680.000000 Penalty: 78787.804688
Iteration 340F: 24 clusters Score -1.358017e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15514 members 
Mstep: Class 5 contains 65129 members 
Mstep: Class 6 contains 206868 members 
Mstep: Class 7 contains 51555 members 
Mstep: Class 8 contains 274248 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42066 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7297 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210650 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18777 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801680.000000 Penalty: 78787.804688
Iteration 341Q: 24 clusters Score -1.358017e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15514 members 
Mstep: Class 5 contains 65127 members 
Mstep: Class 6 contains 206868 members 
Mstep: Class 7 contains 51557 members 
Mstep: Class 8 contains 274263 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42065 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7291 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210648 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 56623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801648.000000 Penalty: 78787.804688
Iteration 342Q: 24 clusters Score -1.358016e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15514 members 
Mstep: Class 5 contains 65127 members 
Mstep: Class 6 contains 206866 members 
Mstep: Class 7 contains 51557 members 
Mstep: Class 8 contains 274282 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42064 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7289 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210642 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801648.000000 Penalty: 78787.804688
Iteration 343Q: 24 clusters Score -1.358016e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 65126 members 
Mstep: Class 6 contains 206869 members 
Mstep: Class 7 contains 51556 members 
Mstep: Class 8 contains 274288 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42064 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7289 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210640 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801664.000000 Penalty: 78787.804688
Iteration 344Q: 24 clusters Score -1.358017e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 65124 members 
Mstep: Class 6 contains 206870 members 
Mstep: Class 7 contains 51555 members 
Mstep: Class 8 contains 274297 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42063 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7288 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210639 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801568.000000 Penalty: 78787.804688
Iteration 345Q: 24 clusters Score -1.358016e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 65123 members 
Mstep: Class 6 contains 206871 members 
Mstep: Class 7 contains 51555 members 
Mstep: Class 8 contains 274297 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42064 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7286 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210639 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801584.000000 Penalty: 78787.804688
Iteration 346Q: 24 clusters Score -1.358016e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 65120 members 
Mstep: Class 6 contains 206873 members 
Mstep: Class 7 contains 51555 members 
Mstep: Class 8 contains 274300 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42064 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7284 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210639 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801584.000000 Penalty: 78787.804688
Iteration 347Q: 24 clusters Score -1.358016e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 65117 members 
Mstep: Class 6 contains 206872 members 
Mstep: Class 7 contains 51555 members 
Mstep: Class 8 contains 274304 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42064 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7284 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210639 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801568.000000 Penalty: 78787.804688
Iteration 348Q: 24 clusters Score -1.358016e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 65115 members 
Mstep: Class 6 contains 206872 members 
Mstep: Class 7 contains 51555 members 
Mstep: Class 8 contains 274305 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42064 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7284 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210640 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801600.000000 Penalty: 78787.804688
Iteration 349Q: 24 clusters Score -1.358016e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 65112 members 
Mstep: Class 6 contains 206872 members 
Mstep: Class 7 contains 51555 members 
Mstep: Class 8 contains 274310 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42064 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7284 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210638 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801584.000000 Penalty: 78787.804688
Iteration 350Q: 24 clusters Score -1.358016e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 65110 members 
Mstep: Class 6 contains 206872 members 
Mstep: Class 7 contains 51555 members 
Mstep: Class 8 contains 274313 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42064 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7284 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210637 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801568.000000 Penalty: 78787.804688
Iteration 351Q: 24 clusters Score -1.358016e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 65109 members 
Mstep: Class 6 contains 206872 members 
Mstep: Class 7 contains 51555 members 
Mstep: Class 8 contains 274316 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42064 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7284 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210635 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801616.000000 Penalty: 78787.804688
Iteration 352Q: 24 clusters Score -1.358016e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 65109 members 
Mstep: Class 6 contains 206871 members 
Mstep: Class 7 contains 51555 members 
Mstep: Class 8 contains 274318 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42064 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7284 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210634 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801600.000000 Penalty: 78787.804688
Iteration 353Q: 24 clusters Score -1.358016e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 65109 members 
Mstep: Class 6 contains 206871 members 
Mstep: Class 7 contains 51555 members 
Mstep: Class 8 contains 274319 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42064 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7284 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210633 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801600.000000 Penalty: 78787.804688
Iteration 354Q: 24 clusters Score -1.358016e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 65109 members 
Mstep: Class 6 contains 206871 members 
Mstep: Class 7 contains 51555 members 
Mstep: Class 8 contains 274319 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42064 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7284 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210633 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801600.000000 Penalty: 78787.804688
Iteration 355F: 24 clusters Score -1.358016e+08 nChanged 0
Entering ConstructFrom: 
Score: -135801600.000000 Penalty: 78787.804688
Entering ConstructFrom: 
Trying to split cluster 1 (23574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Entering Unmasked Estep 
Score: -3292914.250000 Penalty: 2496.839111
	Iteration 0F: 2 clusters Score -3292914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -3276552.250000 Penalty: 4993.678223
	Iteration 0F: 3 clusters Score -3276552 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -3282087.250000 Penalty: 4993.678223
	Iteration 1F: 3 clusters Score -3282087 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -3282500.750000 Penalty: 4993.678223
	Iteration 2F: 3 clusters Score -3282501 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -3282881.750000 Penalty: 4993.678223
	Iteration 3Q: 3 clusters Score -3282882 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3283326.750000 Penalty: 4993.678223
	Iteration 4Q: 3 clusters Score -3283327 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -3283876.750000 Penalty: 4993.678223
	Iteration 5Q: 3 clusters Score -3283877 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -3284725.250000 Penalty: 4993.678223
	Iteration 6F: 3 clusters Score -3284725 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -3285924.000000 Penalty: 4993.678223
	Iteration 7F: 3 clusters Score -3285924 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3287360.750000 Penalty: 4993.678223
	Iteration 8F: 3 clusters Score -3287361 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -3288685.000000 Penalty: 4993.678223
	Iteration 9F: 3 clusters Score -3288685 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3289680.250000 Penalty: 4993.678223
	Iteration 10Q: 3 clusters Score -3289680 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3290433.000000 Penalty: 4993.678223
	Iteration 11Q: 3 clusters Score -3290433 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3290853.750000 Penalty: 4993.678223
	Iteration 12Q: 3 clusters Score -3290854 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3291003.250000 Penalty: 4993.678223
	Iteration 13Q: 3 clusters Score -3291003 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3291069.250000 Penalty: 4993.678223
	Iteration 14Q: 3 clusters Score -3291069 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3291102.250000 Penalty: 4993.678223
	Iteration 15Q: 3 clusters Score -3291102 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3291131.250000 Penalty: 4993.678223
	Iteration 16Q: 3 clusters Score -3291131 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3291150.750000 Penalty: 4993.678223
	Iteration 17Q: 3 clusters Score -3291151 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3291148.250000 Penalty: 4993.678223
	Iteration 18Q: 3 clusters Score -3291148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3291154.750000 Penalty: 4993.678223
	Iteration 19Q: 3 clusters Score -3291155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3291154.750000 Penalty: 4993.678223
	Iteration 20F: 3 clusters Score -3291155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3291168.000000 Penalty: 4993.678223
	Iteration 21Q: 3 clusters Score -3291168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3291173.750000 Penalty: 4993.678223
	Iteration 22Q: 3 clusters Score -3291174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3291170.250000 Penalty: 4993.678223
	Iteration 23Q: 3 clusters Score -3291170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3291178.750000 Penalty: 4993.678223
	Iteration 24Q: 3 clusters Score -3291179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3291176.500000 Penalty: 4993.678223
	Iteration 25Q: 3 clusters Score -3291176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -3291185.250000 Penalty: 4993.678223
	Iteration 26Q: 3 clusters Score -3291185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3291183.500000 Penalty: 4993.678223
	Iteration 27Q: 3 clusters Score -3291184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3291192.000000 Penalty: 4993.678223
	Iteration 28Q: 3 clusters Score -3291192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3291194.750000 Penalty: 4993.678223
	Iteration 29Q: 3 clusters Score -3291195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3291195.500000 Penalty: 4993.678223
	Iteration 30Q: 3 clusters Score -3291196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3291192.000000 Penalty: 4993.678223
	Iteration 31Q: 3 clusters Score -3291192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3291193.000000 Penalty: 4993.678223
	Iteration 32Q: 3 clusters Score -3291193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3291189.250000 Penalty: 4993.678223
	Iteration 33Q: 3 clusters Score -3291189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3291188.500000 Penalty: 4993.678223
	Iteration 34Q: 3 clusters Score -3291188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3291188.500000 Penalty: 4993.678223
	Iteration 35F: 3 clusters Score -3291188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Entering Unmasked Estep 
Score: -564838.375000 Penalty: 2074.571289
	Iteration 0F: 2 clusters Score -564838.4 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 2146 members 
Entering Unmasked Estep 
Score: -560783.937500 Penalty: 4149.142578
	Iteration 0F: 3 clusters Score -560783.9 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -561741.500000 Penalty: 4149.142578
	Iteration 1F: 3 clusters Score -561741.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -562027.500000 Penalty: 4149.142578
	Iteration 2F: 3 clusters Score -562027.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -562274.687500 Penalty: 4149.142578
	Iteration 3F: 3 clusters Score -562274.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -562462.187500 Penalty: 4149.142578
	Iteration 4F: 3 clusters Score -562462.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -562628.375000 Penalty: 4149.142578
	Iteration 5F: 3 clusters Score -562628.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -562797.875000 Penalty: 4149.142578
	Iteration 6Q: 3 clusters Score -562797.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -562963.562500 Penalty: 4149.142578
	Iteration 7F: 3 clusters Score -562963.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -563088.312500 Penalty: 4149.142578
	Iteration 8Q: 3 clusters Score -563088.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -563218.687500 Penalty: 4149.142578
	Iteration 9Q: 3 clusters Score -563218.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -563332.000000 Penalty: 4149.142578
	Iteration 10Q: 3 clusters Score -563332 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -563406.312500 Penalty: 4149.142578
	Iteration 11Q: 3 clusters Score -563406.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -563464.687500 Penalty: 4149.142578
	Iteration 12Q: 3 clusters Score -563464.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -563506.312500 Penalty: 4149.142578
	Iteration 13Q: 3 clusters Score -563506.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -563539.625000 Penalty: 4149.142578
	Iteration 14Q: 3 clusters Score -563539.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -563558.375000 Penalty: 4149.142578
	Iteration 15Q: 3 clusters Score -563558.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -563570.250000 Penalty: 4149.142578
	Iteration 16Q: 3 clusters Score -563570.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -563578.625000 Penalty: 4149.142578
	Iteration 17Q: 3 clusters Score -563578.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -563586.687500 Penalty: 4149.142578
	Iteration 18Q: 3 clusters Score -563586.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -563595.062500 Penalty: 4149.142578
	Iteration 19Q: 3 clusters Score -563595.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -563606.875000 Penalty: 4149.142578
	Iteration 20F: 3 clusters Score -563606.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -563612.687500 Penalty: 4149.142578
	Iteration 21Q: 3 clusters Score -563612.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -563619.312500 Penalty: 4149.142578
	Iteration 22Q: 3 clusters Score -563619.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -563627.437500 Penalty: 4149.142578
	Iteration 23Q: 3 clusters Score -563627.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -563635.937500 Penalty: 4149.142578
	Iteration 24Q: 3 clusters Score -563635.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -563645.937500 Penalty: 4149.142578
	Iteration 25Q: 3 clusters Score -563645.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -563652.750000 Penalty: 4149.142578
	Iteration 26Q: 3 clusters Score -563652.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -563657.625000 Penalty: 4149.142578
	Iteration 27Q: 3 clusters Score -563657.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -563662.937500 Penalty: 4149.142578
	Iteration 28Q: 3 clusters Score -563662.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -563666.250000 Penalty: 4149.142578
	Iteration 29Q: 3 clusters Score -563666.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -563668.000000 Penalty: 4149.142578
	Iteration 30Q: 3 clusters Score -563668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -563669.062500 Penalty: 4149.142578
	Iteration 31Q: 3 clusters Score -563669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -563670.312500 Penalty: 4149.142578
	Iteration 32Q: 3 clusters Score -563670.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -563673.125000 Penalty: 4149.142578
	Iteration 33Q: 3 clusters Score -563673.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -563674.625000 Penalty: 4149.142578
	Iteration 34Q: 3 clusters Score -563674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -563674.937500 Penalty: 4149.142578
	Iteration 35Q: 3 clusters Score -563674.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -563675.875000 Penalty: 4149.142578
	Iteration 36Q: 3 clusters Score -563675.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -563675.875000 Penalty: 4149.142578
	Iteration 37F: 3 clusters Score -563675.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -78716.429688 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -78716.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77241.726562 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -77241.73 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -77500.859375 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -77500.86 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -77621.929688 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -77621.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77693.132812 Penalty: 3211.814697
	Iteration 3F: 3 clusters Score -77693.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -77727.421875 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -77727.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -77735.296875 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -77735.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77746.593750 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -77746.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77752.578125 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -77752.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77753.804688 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -77753.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77753.804688 Penalty: 3211.814697
	Iteration 9F: 3 clusters Score -77753.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Entering Unmasked Estep 
Score: -2179167.250000 Penalty: 2393.027588
	Iteration 0F: 2 clusters Score -2179167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2168034.750000 Penalty: 4786.055176
	Iteration 0F: 3 clusters Score -2168035 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2171581.000000 Penalty: 4786.055176
	Iteration 1F: 3 clusters Score -2171581 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2171867.000000 Penalty: 4786.055176
	Iteration 2F: 3 clusters Score -2171867 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2172062.750000 Penalty: 4786.055176
	Iteration 3Q: 3 clusters Score -2172063 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2172241.250000 Penalty: 4786.055176
	Iteration 4Q: 3 clusters Score -2172241 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2172392.500000 Penalty: 4786.055176
	Iteration 5Q: 3 clusters Score -2172392 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2172547.000000 Penalty: 4786.055176
	Iteration 6Q: 3 clusters Score -2172547 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2172705.000000 Penalty: 4786.055176
	Iteration 7Q: 3 clusters Score -2172705 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2172870.500000 Penalty: 4786.055176
	Iteration 8Q: 3 clusters Score -2172870 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2173052.000000 Penalty: 4786.055176
	Iteration 9Q: 3 clusters Score -2173052 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2173276.500000 Penalty: 4786.055176
	Iteration 10Q: 3 clusters Score -2173276 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2173560.250000 Penalty: 4786.055176
	Iteration 11Q: 3 clusters Score -2173560 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2173900.250000 Penalty: 4786.055176
	Iteration 12Q: 3 clusters Score -2173900 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2174283.000000 Penalty: 4786.055176
	Iteration 13Q: 3 clusters Score -2174283 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2174711.250000 Penalty: 4786.055176
	Iteration 14Q: 3 clusters Score -2174711 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2175207.500000 Penalty: 4786.055176
	Iteration 15Q: 3 clusters Score -2175208 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2175689.750000 Penalty: 4786.055176
	Iteration 16Q: 3 clusters Score -2175690 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2176119.000000 Penalty: 4786.055176
	Iteration 17Q: 3 clusters Score -2176119 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2176406.250000 Penalty: 4786.055176
	Iteration 18Q: 3 clusters Score -2176406 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2176591.000000 Penalty: 4786.055176
	Iteration 19Q: 3 clusters Score -2176591 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2176725.250000 Penalty: 4786.055176
	Iteration 20F: 3 clusters Score -2176725 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2176821.750000 Penalty: 4786.055176
	Iteration 21Q: 3 clusters Score -2176822 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2176899.500000 Penalty: 4786.055176
	Iteration 22Q: 3 clusters Score -2176900 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2176969.500000 Penalty: 4786.055176
	Iteration 23Q: 3 clusters Score -2176970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2177013.250000 Penalty: 4786.055176
	Iteration 24Q: 3 clusters Score -2177013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2177050.000000 Penalty: 4786.055176
	Iteration 25Q: 3 clusters Score -2177050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2177070.750000 Penalty: 4786.055176
	Iteration 26Q: 3 clusters Score -2177071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2177086.750000 Penalty: 4786.055176
	Iteration 27Q: 3 clusters Score -2177087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2177087.750000 Penalty: 4786.055176
	Iteration 28Q: 3 clusters Score -2177088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2177093.250000 Penalty: 4786.055176
	Iteration 29Q: 3 clusters Score -2177093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2177101.000000 Penalty: 4786.055176
	Iteration 30Q: 3 clusters Score -2177101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2177101.500000 Penalty: 4786.055176
	Iteration 31Q: 3 clusters Score -2177102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2177102.000000 Penalty: 4786.055176
	Iteration 32Q: 3 clusters Score -2177102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2177102.000000 Penalty: 4786.055176
	Iteration 33Q: 3 clusters Score -2177102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2177102.000000 Penalty: 4786.055176
	Iteration 34F: 3 clusters Score -2177102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65109 members 
Entering Unmasked Estep 
Score: -9095207.000000 Penalty: 2748.786865
	Iteration 0F: 2 clusters Score -9095207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -9051489.000000 Penalty: 5497.573730
	Iteration 0F: 3 clusters Score -9051489 nChanged 30307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -9068619.000000 Penalty: 5497.573730
	Iteration 1F: 3 clusters Score -9068619 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -9069575.000000 Penalty: 5497.573730
	Iteration 2Q: 3 clusters Score -9069575 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -9070851.000000 Penalty: 5497.573730
	Iteration 3Q: 3 clusters Score -9070851 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -9072720.000000 Penalty: 5497.573730
	Iteration 4F: 3 clusters Score -9072720 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -9075694.000000 Penalty: 5497.573730
	Iteration 5F: 3 clusters Score -9075694 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -9079678.000000 Penalty: 5497.573730
	Iteration 6F: 3 clusters Score -9079678 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -9084482.000000 Penalty: 5497.573730
	Iteration 7F: 3 clusters Score -9084482 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -9088531.000000 Penalty: 5497.573730
	Iteration 8F: 3 clusters Score -9088531 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -9090849.000000 Penalty: 5497.573730
	Iteration 9Q: 3 clusters Score -9090849 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 63581 members 
Entering Unmasked Estep 
Score: -9091980.000000 Penalty: 5497.573730
	Iteration 10Q: 3 clusters Score -9091980 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 64131 members 
Entering Unmasked Estep 
Score: -9092416.000000 Penalty: 5497.573730
	Iteration 11Q: 3 clusters Score -9092416 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 64389 members 
Entering Unmasked Estep 
Score: -9092635.000000 Penalty: 5497.573730
	Iteration 12Q: 3 clusters Score -9092635 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -9092768.000000 Penalty: 5497.573730
	Iteration 13Q: 3 clusters Score -9092768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
Score: -9092826.000000 Penalty: 5497.573730
	Iteration 14Q: 3 clusters Score -9092826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -9092876.000000 Penalty: 5497.573730
	Iteration 15Q: 3 clusters Score -9092876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 64600 members 
Entering Unmasked Estep 
Score: -9092914.000000 Penalty: 5497.573730
	Iteration 16Q: 3 clusters Score -9092914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 64612 members 
Entering Unmasked Estep 
Score: -9092922.000000 Penalty: 5497.573730
	Iteration 17Q: 3 clusters Score -9092922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
Score: -9092932.000000 Penalty: 5497.573730
	Iteration 18Q: 3 clusters Score -9092932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -9092944.000000 Penalty: 5497.573730
	Iteration 19Q: 3 clusters Score -9092944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
Score: -9092948.000000 Penalty: 5497.573730
	Iteration 20F: 3 clusters Score -9092948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 64638 members 
Entering Unmasked Estep 
Score: -9092945.000000 Penalty: 5497.573730
	Iteration 21Q: 3 clusters Score -9092945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -9092959.000000 Penalty: 5497.573730
	Iteration 22Q: 3 clusters Score -9092959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -9092969.000000 Penalty: 5497.573730
	Iteration 23Q: 3 clusters Score -9092969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 64645 members 
Entering Unmasked Estep 
Score: -9092980.000000 Penalty: 5497.573730
	Iteration 24Q: 3 clusters Score -9092980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -9092991.000000 Penalty: 5497.573730
	Iteration 25Q: 3 clusters Score -9092991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -9092998.000000 Penalty: 5497.573730
	Iteration 26Q: 3 clusters Score -9092998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -9092999.000000 Penalty: 5497.573730
	Iteration 27Q: 3 clusters Score -9092999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -9092996.000000 Penalty: 5497.573730
	Iteration 28Q: 3 clusters Score -9092996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -9092995.000000 Penalty: 5497.573730
	Iteration 29Q: 3 clusters Score -9092995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -9092998.000000 Penalty: 5497.573730
	Iteration 30Q: 3 clusters Score -9092998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -9092998.000000 Penalty: 5497.573730
	Iteration 31F: 3 clusters Score -9092998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (206871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206871 members 
Entering Unmasked Estep 
Score: -28899500.000000 Penalty: 3035.483154
	Iteration 0F: 2 clusters Score -2.88995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103455 members 
Mstep: Class 2 contains 103416 members 
Entering Unmasked Estep 
Score: -28775538.000000 Penalty: 6070.966309
	Iteration 0F: 3 clusters Score -2.877554e+07 nChanged 99436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104017 members 
Mstep: Class 2 contains 102854 members 
Entering Unmasked Estep 
Score: -28833610.000000 Penalty: 6070.966309
	Iteration 1F: 3 clusters Score -2.883361e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104436 members 
Mstep: Class 2 contains 102435 members 
Entering Unmasked Estep 
Score: -28834174.000000 Penalty: 6070.966309
	Iteration 2Q: 3 clusters Score -2.883417e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105181 members 
Mstep: Class 2 contains 101690 members 
Entering Unmasked Estep 
Score: -28834950.000000 Penalty: 6070.966309
	Iteration 3Q: 3 clusters Score -2.883495e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106447 members 
Mstep: Class 2 contains 100424 members 
Entering Unmasked Estep 
Score: -28835936.000000 Penalty: 6070.966309
	Iteration 4Q: 3 clusters Score -2.883594e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108368 members 
Mstep: Class 2 contains 98503 members 
Entering Unmasked Estep 
Score: -28837148.000000 Penalty: 6070.966309
	Iteration 5Q: 3 clusters Score -2.883715e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111198 members 
Mstep: Class 2 contains 95673 members 
Entering Unmasked Estep 
Score: -28838572.000000 Penalty: 6070.966309
	Iteration 6Q: 3 clusters Score -2.883857e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115402 members 
Mstep: Class 2 contains 91469 members 
Entering Unmasked Estep 
Score: -28840734.000000 Penalty: 6070.966309
	Iteration 7Q: 3 clusters Score -2.884073e+07 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121709 members 
Mstep: Class 2 contains 85162 members 
Entering Unmasked Estep 
Score: -28843306.000000 Penalty: 6070.966309
	Iteration 8Q: 3 clusters Score -2.884331e+07 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130433 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -28847674.000000 Penalty: 6070.966309
	Iteration 9F: 3 clusters Score -2.884767e+07 nChanged 12919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141900 members 
Mstep: Class 2 contains 64971 members 
Entering Unmasked Estep 
Score: -28853910.000000 Penalty: 6070.966309
	Iteration 10F: 3 clusters Score -2.885391e+07 nChanged 14167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155247 members 
Mstep: Class 2 contains 51624 members 
Entering Unmasked Estep 
Score: -28861966.000000 Penalty: 6070.966309
	Iteration 11F: 3 clusters Score -2.886197e+07 nChanged 14177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169076 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -28870768.000000 Penalty: 6070.966309
	Iteration 12F: 3 clusters Score -2.887077e+07 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181316 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -28879236.000000 Penalty: 6070.966309
	Iteration 13F: 3 clusters Score -2.887924e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190280 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -28885950.000000 Penalty: 6070.966309
	Iteration 14Q: 3 clusters Score -2.888595e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196000 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -28890436.000000 Penalty: 6070.966309
	Iteration 15Q: 3 clusters Score -2.889044e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199478 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -28892962.000000 Penalty: 6070.966309
	Iteration 16Q: 3 clusters Score -2.889296e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201468 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -28894258.000000 Penalty: 6070.966309
	Iteration 17Q: 3 clusters Score -2.889426e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202589 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -28895068.000000 Penalty: 6070.966309
	Iteration 18Q: 3 clusters Score -2.889507e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203322 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -28895646.000000 Penalty: 6070.966309
	Iteration 19Q: 3 clusters Score -2.889565e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203835 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -28896002.000000 Penalty: 6070.966309
	Iteration 20F: 3 clusters Score -2.8896e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204189 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -28896258.000000 Penalty: 6070.966309
	Iteration 21Q: 3 clusters Score -2.889626e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204458 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -28896442.000000 Penalty: 6070.966309
	Iteration 22Q: 3 clusters Score -2.889644e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204667 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -28896530.000000 Penalty: 6070.966309
	Iteration 23Q: 3 clusters Score -2.889653e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204820 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -28896598.000000 Penalty: 6070.966309
	Iteration 24Q: 3 clusters Score -2.88966e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204931 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -28896642.000000 Penalty: 6070.966309
	Iteration 25Q: 3 clusters Score -2.889664e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205023 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -28896714.000000 Penalty: 6070.966309
	Iteration 26Q: 3 clusters Score -2.889671e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205086 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -28896786.000000 Penalty: 6070.966309
	Iteration 27Q: 3 clusters Score -2.889679e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205143 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -28896822.000000 Penalty: 6070.966309
	Iteration 28Q: 3 clusters Score -2.889682e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205189 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -28896838.000000 Penalty: 6070.966309
	Iteration 29Q: 3 clusters Score -2.889684e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205226 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -28896866.000000 Penalty: 6070.966309
	Iteration 30Q: 3 clusters Score -2.889687e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205258 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -28896920.000000 Penalty: 6070.966309
	Iteration 31Q: 3 clusters Score -2.889692e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205291 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -28896982.000000 Penalty: 6070.966309
	Iteration 32Q: 3 clusters Score -2.889698e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205319 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -28897046.000000 Penalty: 6070.966309
	Iteration 33Q: 3 clusters Score -2.889705e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205343 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -28897040.000000 Penalty: 6070.966309
	Iteration 34Q: 3 clusters Score -2.889704e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205382 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -28897070.000000 Penalty: 6070.966309
	Iteration 35Q: 3 clusters Score -2.889707e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205415 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -28897082.000000 Penalty: 6070.966309
	Iteration 36Q: 3 clusters Score -2.889708e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205435 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -28897094.000000 Penalty: 6070.966309
	Iteration 37Q: 3 clusters Score -2.889709e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205454 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -28897116.000000 Penalty: 6070.966309
	Iteration 38Q: 3 clusters Score -2.889712e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205467 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -28897130.000000 Penalty: 6070.966309
	Iteration 39Q: 3 clusters Score -2.889713e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205474 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -28897158.000000 Penalty: 6070.966309
	Iteration 40F: 3 clusters Score -2.889716e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205490 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -28897178.000000 Penalty: 6070.966309
	Iteration 41Q: 3 clusters Score -2.889718e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205497 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -28897192.000000 Penalty: 6070.966309
	Iteration 42Q: 3 clusters Score -2.889719e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205510 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -28897176.000000 Penalty: 6070.966309
	Iteration 43Q: 3 clusters Score -2.889718e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205522 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -28897212.000000 Penalty: 6070.966309
	Iteration 44Q: 3 clusters Score -2.889721e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205527 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -28897216.000000 Penalty: 6070.966309
	Iteration 45Q: 3 clusters Score -2.889722e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205524 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -28897210.000000 Penalty: 6070.966309
	Iteration 46Q: 3 clusters Score -2.889721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205531 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -28897206.000000 Penalty: 6070.966309
	Iteration 47Q: 3 clusters Score -2.889721e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205530 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -28897212.000000 Penalty: 6070.966309
	Iteration 48Q: 3 clusters Score -2.889721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205532 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -28897210.000000 Penalty: 6070.966309
	Iteration 49Q: 3 clusters Score -2.889721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205534 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -28897226.000000 Penalty: 6070.966309
	Iteration 50Q: 3 clusters Score -2.889723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205538 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -28897206.000000 Penalty: 6070.966309
	Iteration 51Q: 3 clusters Score -2.889721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205541 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -28897214.000000 Penalty: 6070.966309
	Iteration 52Q: 3 clusters Score -2.889721e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205540 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -28897206.000000 Penalty: 6070.966309
	Iteration 53Q: 3 clusters Score -2.889721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205544 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -28897212.000000 Penalty: 6070.966309
	Iteration 54Q: 3 clusters Score -2.889721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205547 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -28897234.000000 Penalty: 6070.966309
	Iteration 55Q: 3 clusters Score -2.889723e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205555 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -28897254.000000 Penalty: 6070.966309
	Iteration 56Q: 3 clusters Score -2.889725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205561 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -28897250.000000 Penalty: 6070.966309
	Iteration 57Q: 3 clusters Score -2.889725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205564 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -28897236.000000 Penalty: 6070.966309
	Iteration 58Q: 3 clusters Score -2.889724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205572 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -28897230.000000 Penalty: 6070.966309
	Iteration 59Q: 3 clusters Score -2.889723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205574 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -28897228.000000 Penalty: 6070.966309
	Iteration 60F: 3 clusters Score -2.889723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205576 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -28897236.000000 Penalty: 6070.966309
	Iteration 61Q: 3 clusters Score -2.889724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205577 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -28897236.000000 Penalty: 6070.966309
	Iteration 62Q: 3 clusters Score -2.889724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205580 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -28897238.000000 Penalty: 6070.966309
	Iteration 63Q: 3 clusters Score -2.889724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205588 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -28897246.000000 Penalty: 6070.966309
	Iteration 64Q: 3 clusters Score -2.889725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205592 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -28897250.000000 Penalty: 6070.966309
	Iteration 65Q: 3 clusters Score -2.889725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205598 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -28897272.000000 Penalty: 6070.966309
	Iteration 66Q: 3 clusters Score -2.889727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205605 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -28897278.000000 Penalty: 6070.966309
	Iteration 67Q: 3 clusters Score -2.889728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205611 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -28897278.000000 Penalty: 6070.966309
	Iteration 68Q: 3 clusters Score -2.889728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205617 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -28897286.000000 Penalty: 6070.966309
	Iteration 69Q: 3 clusters Score -2.889729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205621 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -28897282.000000 Penalty: 6070.966309
	Iteration 70Q: 3 clusters Score -2.889728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205627 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -28897296.000000 Penalty: 6070.966309
	Iteration 71Q: 3 clusters Score -2.88973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205637 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -28897282.000000 Penalty: 6070.966309
	Iteration 72Q: 3 clusters Score -2.889728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205641 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -28897296.000000 Penalty: 6070.966309
	Iteration 73Q: 3 clusters Score -2.88973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205643 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -28897292.000000 Penalty: 6070.966309
	Iteration 74Q: 3 clusters Score -2.889729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205644 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -28897300.000000 Penalty: 6070.966309
	Iteration 75Q: 3 clusters Score -2.88973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205643 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -28897310.000000 Penalty: 6070.966309
	Iteration 76Q: 3 clusters Score -2.889731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205644 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -28897290.000000 Penalty: 6070.966309
	Iteration 77Q: 3 clusters Score -2.889729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205646 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -28897294.000000 Penalty: 6070.966309
	Iteration 78Q: 3 clusters Score -2.889729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205649 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -28897292.000000 Penalty: 6070.966309
	Iteration 79Q: 3 clusters Score -2.889729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205651 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -28897304.000000 Penalty: 6070.966309
	Iteration 80F: 3 clusters Score -2.88973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205652 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -28897300.000000 Penalty: 6070.966309
	Iteration 81Q: 3 clusters Score -2.88973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205653 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -28897320.000000 Penalty: 6070.966309
	Iteration 82Q: 3 clusters Score -2.889732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205656 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -28897322.000000 Penalty: 6070.966309
	Iteration 83Q: 3 clusters Score -2.889732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205656 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -28897296.000000 Penalty: 6070.966309
	Iteration 84Q: 3 clusters Score -2.88973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205655 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -28897310.000000 Penalty: 6070.966309
	Iteration 85Q: 3 clusters Score -2.889731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205656 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -28897318.000000 Penalty: 6070.966309
	Iteration 86Q: 3 clusters Score -2.889732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205657 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -28897308.000000 Penalty: 6070.966309
	Iteration 87Q: 3 clusters Score -2.889731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205656 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -28897322.000000 Penalty: 6070.966309
	Iteration 88Q: 3 clusters Score -2.889732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205656 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -28897322.000000 Penalty: 6070.966309
	Iteration 89F: 3 clusters Score -2.889732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Entering Unmasked Estep 
Score: -6974812.000000 Penalty: 2690.900391
	Iteration 0F: 2 clusters Score -6974812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -6940079.000000 Penalty: 5381.800781
	Iteration 0F: 3 clusters Score -6940079 nChanged 23823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -6953197.500000 Penalty: 5381.800781
	Iteration 1F: 3 clusters Score -6953198 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -6953818.000000 Penalty: 5381.800781
	Iteration 2Q: 3 clusters Score -6953818 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -6954472.000000 Penalty: 5381.800781
	Iteration 3Q: 3 clusters Score -6954472 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -6955443.000000 Penalty: 5381.800781
	Iteration 4Q: 3 clusters Score -6955443 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -6956730.500000 Penalty: 5381.800781
	Iteration 5F: 3 clusters Score -6956730 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -6958530.000000 Penalty: 5381.800781
	Iteration 6F: 3 clusters Score -6958530 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -6960896.000000 Penalty: 5381.800781
	Iteration 7F: 3 clusters Score -6960896 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -6963660.000000 Penalty: 5381.800781
	Iteration 8F: 3 clusters Score -6963660 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -6966441.500000 Penalty: 5381.800781
	Iteration 9F: 3 clusters Score -6966442 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -6968972.000000 Penalty: 5381.800781
	Iteration 10F: 3 clusters Score -6968972 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -6970962.000000 Penalty: 5381.800781
	Iteration 11Q: 3 clusters Score -6970962 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -6972357.500000 Penalty: 5381.800781
	Iteration 12Q: 3 clusters Score -6972358 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -6973102.500000 Penalty: 5381.800781
	Iteration 13Q: 3 clusters Score -6973102 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -6973491.000000 Penalty: 5381.800781
	Iteration 14Q: 3 clusters Score -6973491 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -6973659.500000 Penalty: 5381.800781
	Iteration 15Q: 3 clusters Score -6973660 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -6973749.500000 Penalty: 5381.800781
	Iteration 16Q: 3 clusters Score -6973750 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -6973799.000000 Penalty: 5381.800781
	Iteration 17Q: 3 clusters Score -6973799 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -6973858.000000 Penalty: 5381.800781
	Iteration 18Q: 3 clusters Score -6973858 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -6973896.000000 Penalty: 5381.800781
	Iteration 19Q: 3 clusters Score -6973896 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -6973912.000000 Penalty: 5381.800781
	Iteration 20F: 3 clusters Score -6973912 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -6973924.000000 Penalty: 5381.800781
	Iteration 21Q: 3 clusters Score -6973924 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -6973943.500000 Penalty: 5381.800781
	Iteration 22Q: 3 clusters Score -6973944 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -6973958.500000 Penalty: 5381.800781
	Iteration 23Q: 3 clusters Score -6973958 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -6973958.500000 Penalty: 5381.800781
	Iteration 24Q: 3 clusters Score -6973958 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -6973963.500000 Penalty: 5381.800781
	Iteration 25Q: 3 clusters Score -6973964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -6973976.000000 Penalty: 5381.800781
	Iteration 26Q: 3 clusters Score -6973976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -6973987.500000 Penalty: 5381.800781
	Iteration 27Q: 3 clusters Score -6973988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -6973994.000000 Penalty: 5381.800781
	Iteration 28Q: 3 clusters Score -6973994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -6974007.500000 Penalty: 5381.800781
	Iteration 29Q: 3 clusters Score -6974008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -6974004.500000 Penalty: 5381.800781
	Iteration 30Q: 3 clusters Score -6974004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -6974007.000000 Penalty: 5381.800781
	Iteration 31Q: 3 clusters Score -6974007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -6974008.500000 Penalty: 5381.800781
	Iteration 32Q: 3 clusters Score -6974008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -6974004.000000 Penalty: 5381.800781
	Iteration 33Q: 3 clusters Score -6974004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -6974001.000000 Penalty: 5381.800781
	Iteration 34Q: 3 clusters Score -6974001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -6973999.500000 Penalty: 5381.800781
	Iteration 35Q: 3 clusters Score -6974000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -6974006.000000 Penalty: 5381.800781
	Iteration 36Q: 3 clusters Score -6974006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -6974006.500000 Penalty: 5381.800781
	Iteration 37Q: 3 clusters Score -6974006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -6973998.500000 Penalty: 5381.800781
	Iteration 38Q: 3 clusters Score -6973998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -6973991.500000 Penalty: 5381.800781
	Iteration 39Q: 3 clusters Score -6973992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -6973994.000000 Penalty: 5381.800781
	Iteration 40F: 3 clusters Score -6973994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -6973991.000000 Penalty: 5381.800781
	Iteration 41Q: 3 clusters Score -6973991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -6973991.500000 Penalty: 5381.800781
	Iteration 42Q: 3 clusters Score -6973992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -6973993.000000 Penalty: 5381.800781
	Iteration 43Q: 3 clusters Score -6973993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -6973993.000000 Penalty: 5381.800781
	Iteration 44F: 3 clusters Score -6973993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (274319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274319 members 
Entering Unmasked Estep 
Score: -37628168.000000 Penalty: 3105.467773
	Iteration 0F: 2 clusters Score -3.762817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137081 members 
Mstep: Class 2 contains 137238 members 
Entering Unmasked Estep 
Score: -37460680.000000 Penalty: 6210.935547
	Iteration 0F: 3 clusters Score -3.746068e+07 nChanged 132085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139510 members 
Mstep: Class 2 contains 134809 members 
Entering Unmasked Estep 
Score: -37538016.000000 Penalty: 6210.935547
	Iteration 1F: 3 clusters Score -3.753802e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140579 members 
Mstep: Class 2 contains 133740 members 
Entering Unmasked Estep 
Score: -37538992.000000 Penalty: 6210.935547
	Iteration 2Q: 3 clusters Score -3.753899e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142227 members 
Mstep: Class 2 contains 132092 members 
Entering Unmasked Estep 
Score: -37540284.000000 Penalty: 6210.935547
	Iteration 3Q: 3 clusters Score -3.754028e+07 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144623 members 
Mstep: Class 2 contains 129696 members 
Entering Unmasked Estep 
Score: -37541704.000000 Penalty: 6210.935547
	Iteration 4Q: 3 clusters Score -3.75417e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148054 members 
Mstep: Class 2 contains 126265 members 
Entering Unmasked Estep 
Score: -37543872.000000 Penalty: 6210.935547
	Iteration 5Q: 3 clusters Score -3.754387e+07 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153167 members 
Mstep: Class 2 contains 121152 members 
Entering Unmasked Estep 
Score: -37546648.000000 Penalty: 6210.935547
	Iteration 6Q: 3 clusters Score -3.754665e+07 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160382 members 
Mstep: Class 2 contains 113937 members 
Entering Unmasked Estep 
Score: -37550284.000000 Penalty: 6210.935547
	Iteration 7Q: 3 clusters Score -3.755028e+07 nChanged 13001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170527 members 
Mstep: Class 2 contains 103792 members 
Entering Unmasked Estep 
Score: -37555668.000000 Penalty: 6210.935547
	Iteration 8Q: 3 clusters Score -3.755567e+07 nChanged 15503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184246 members 
Mstep: Class 2 contains 90073 members 
Entering Unmasked Estep 
Score: -37563788.000000 Penalty: 6210.935547
	Iteration 9F: 3 clusters Score -3.756379e+07 nChanged 18251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201805 members 
Mstep: Class 2 contains 72514 members 
Entering Unmasked Estep 
Score: -37575324.000000 Penalty: 6210.935547
	Iteration 10F: 3 clusters Score -3.757532e+07 nChanged 20488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222115 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -37591772.000000 Penalty: 6210.935547
	Iteration 11F: 3 clusters Score -3.759177e+07 nChanged 19831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241916 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -37605468.000000 Penalty: 6210.935547
	Iteration 12F: 3 clusters Score -3.760547e+07 nChanged 14352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256262 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -37613756.000000 Penalty: 6210.935547
	Iteration 13F: 3 clusters Score -3.761376e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264295 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -37618444.000000 Penalty: 6210.935547
	Iteration 14Q: 3 clusters Score -3.761844e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268299 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -37621488.000000 Penalty: 6210.935547
	Iteration 15Q: 3 clusters Score -3.762149e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270169 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -37622936.000000 Penalty: 6210.935547
	Iteration 16Q: 3 clusters Score -3.762294e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271085 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -37623712.000000 Penalty: 6210.935547
	Iteration 17Q: 3 clusters Score -3.762371e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271588 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -37624072.000000 Penalty: 6210.935547
	Iteration 18Q: 3 clusters Score -3.762407e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271884 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -37624412.000000 Penalty: 6210.935547
	Iteration 19Q: 3 clusters Score -3.762441e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272089 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -37624524.000000 Penalty: 6210.935547
	Iteration 20F: 3 clusters Score -3.762452e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272246 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -37624656.000000 Penalty: 6210.935547
	Iteration 21Q: 3 clusters Score -3.762466e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272363 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -37624776.000000 Penalty: 6210.935547
	Iteration 22Q: 3 clusters Score -3.762478e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272456 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -37624912.000000 Penalty: 6210.935547
	Iteration 23Q: 3 clusters Score -3.762491e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272532 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -37624972.000000 Penalty: 6210.935547
	Iteration 24Q: 3 clusters Score -3.762497e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272591 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -37624996.000000 Penalty: 6210.935547
	Iteration 25Q: 3 clusters Score -3.7625e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272629 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -37625004.000000 Penalty: 6210.935547
	Iteration 26Q: 3 clusters Score -3.7625e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272671 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -37625040.000000 Penalty: 6210.935547
	Iteration 27Q: 3 clusters Score -3.762504e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272714 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -37625072.000000 Penalty: 6210.935547
	Iteration 28Q: 3 clusters Score -3.762507e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272742 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -37625108.000000 Penalty: 6210.935547
	Iteration 29Q: 3 clusters Score -3.762511e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272760 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -37625092.000000 Penalty: 6210.935547
	Iteration 30Q: 3 clusters Score -3.762509e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272781 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -37625128.000000 Penalty: 6210.935547
	Iteration 31Q: 3 clusters Score -3.762513e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272791 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -37625144.000000 Penalty: 6210.935547
	Iteration 32Q: 3 clusters Score -3.762514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272796 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -37625148.000000 Penalty: 6210.935547
	Iteration 33Q: 3 clusters Score -3.762515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272799 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -37625148.000000 Penalty: 6210.935547
	Iteration 34Q: 3 clusters Score -3.762515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272801 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -37625132.000000 Penalty: 6210.935547
	Iteration 35Q: 3 clusters Score -3.762513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272803 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -37625132.000000 Penalty: 6210.935547
	Iteration 36Q: 3 clusters Score -3.762513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272806 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -37625140.000000 Penalty: 6210.935547
	Iteration 37Q: 3 clusters Score -3.762514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272809 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -37625160.000000 Penalty: 6210.935547
	Iteration 38Q: 3 clusters Score -3.762516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272813 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -37625136.000000 Penalty: 6210.935547
	Iteration 39Q: 3 clusters Score -3.762514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272820 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -37625144.000000 Penalty: 6210.935547
	Iteration 40F: 3 clusters Score -3.762514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272825 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -37625144.000000 Penalty: 6210.935547
	Iteration 41Q: 3 clusters Score -3.762514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272831 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -37625136.000000 Penalty: 6210.935547
	Iteration 42Q: 3 clusters Score -3.762514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272835 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -37625164.000000 Penalty: 6210.935547
	Iteration 43Q: 3 clusters Score -3.762516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272834 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -37625148.000000 Penalty: 6210.935547
	Iteration 44Q: 3 clusters Score -3.762515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272837 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -37625148.000000 Penalty: 6210.935547
	Iteration 45Q: 3 clusters Score -3.762515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272838 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -37625152.000000 Penalty: 6210.935547
	Iteration 46Q: 3 clusters Score -3.762515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272837 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -37625156.000000 Penalty: 6210.935547
	Iteration 47Q: 3 clusters Score -3.762516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272837 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -37625152.000000 Penalty: 6210.935547
	Iteration 48Q: 3 clusters Score -3.762515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272837 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -37625152.000000 Penalty: 6210.935547
	Iteration 49F: 3 clusters Score -3.762515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Entering Unmasked Estep 
Score: -469981.000000 Penalty: 2028.232788
	Iteration 0F: 2 clusters Score -469981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -466334.375000 Penalty: 4056.465576
	Iteration 0F: 3 clusters Score -466334.4 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -467084.562500 Penalty: 4056.465576
	Iteration 1F: 3 clusters Score -467084.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -467263.937500 Penalty: 4056.465576
	Iteration 2F: 3 clusters Score -467263.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -467345.500000 Penalty: 4056.465576
	Iteration 3Q: 3 clusters Score -467345.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -467401.343750 Penalty: 4056.465576
	Iteration 4Q: 3 clusters Score -467401.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -467453.812500 Penalty: 4056.465576
	Iteration 5Q: 3 clusters Score -467453.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -467510.625000 Penalty: 4056.465576
	Iteration 6Q: 3 clusters Score -467510.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -467547.968750 Penalty: 4056.465576
	Iteration 7Q: 3 clusters Score -467548 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -467582.312500 Penalty: 4056.465576
	Iteration 8Q: 3 clusters Score -467582.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -467614.406250 Penalty: 4056.465576
	Iteration 9Q: 3 clusters Score -467614.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -467637.843750 Penalty: 4056.465576
	Iteration 10Q: 3 clusters Score -467637.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -467656.781250 Penalty: 4056.465576
	Iteration 11Q: 3 clusters Score -467656.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -467675.343750 Penalty: 4056.465576
	Iteration 12Q: 3 clusters Score -467675.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -467691.625000 Penalty: 4056.465576
	Iteration 13Q: 3 clusters Score -467691.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -467705.750000 Penalty: 4056.465576
	Iteration 14Q: 3 clusters Score -467705.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -467721.218750 Penalty: 4056.465576
	Iteration 15Q: 3 clusters Score -467721.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -467732.312500 Penalty: 4056.465576
	Iteration 16Q: 3 clusters Score -467732.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -467743.218750 Penalty: 4056.465576
	Iteration 17Q: 3 clusters Score -467743.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -467755.500000 Penalty: 4056.465576
	Iteration 18Q: 3 clusters Score -467755.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -467769.843750 Penalty: 4056.465576
	Iteration 19Q: 3 clusters Score -467769.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -467780.187500 Penalty: 4056.465576
	Iteration 20F: 3 clusters Score -467780.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -467788.781250 Penalty: 4056.465576
	Iteration 21Q: 3 clusters Score -467788.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -467795.500000 Penalty: 4056.465576
	Iteration 22Q: 3 clusters Score -467795.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -467798.718750 Penalty: 4056.465576
	Iteration 23Q: 3 clusters Score -467798.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -467801.156250 Penalty: 4056.465576
	Iteration 24Q: 3 clusters Score -467801.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -467802.562500 Penalty: 4056.465576
	Iteration 25Q: 3 clusters Score -467802.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -467803.718750 Penalty: 4056.465576
	Iteration 26Q: 3 clusters Score -467803.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -467806.406250 Penalty: 4056.465576
	Iteration 27Q: 3 clusters Score -467806.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -467809.406250 Penalty: 4056.465576
	Iteration 28Q: 3 clusters Score -467809.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -467811.468750 Penalty: 4056.465576
	Iteration 29Q: 3 clusters Score -467811.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -467813.437500 Penalty: 4056.465576
	Iteration 30Q: 3 clusters Score -467813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -467813.875000 Penalty: 4056.465576
	Iteration 31Q: 3 clusters Score -467813.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -467813.687500 Penalty: 4056.465576
	Iteration 32Q: 3 clusters Score -467813.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -467813.093750 Penalty: 4056.465576
	Iteration 33Q: 3 clusters Score -467813.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -467813.093750 Penalty: 4056.465576
	Iteration 34F: 3 clusters Score -467813.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -5684532.000000 Penalty: 2640.443115
	Iteration 0F: 2 clusters Score -5684532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -5656027.000000 Penalty: 5280.886230
	Iteration 0F: 3 clusters Score -5656027 nChanged 19342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -5666521.000000 Penalty: 5280.886230
	Iteration 1F: 3 clusters Score -5666521 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -5666916.500000 Penalty: 5280.886230
	Iteration 2Q: 3 clusters Score -5666916 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -5667311.500000 Penalty: 5280.886230
	Iteration 3Q: 3 clusters Score -5667312 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -5667681.500000 Penalty: 5280.886230
	Iteration 4Q: 3 clusters Score -5667682 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -5668109.500000 Penalty: 5280.886230
	Iteration 5Q: 3 clusters Score -5668110 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -5668600.000000 Penalty: 5280.886230
	Iteration 6Q: 3 clusters Score -5668600 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -5669368.500000 Penalty: 5280.886230
	Iteration 7Q: 3 clusters Score -5669368 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -5670492.500000 Penalty: 5280.886230
	Iteration 8F: 3 clusters Score -5670492 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -5672229.500000 Penalty: 5280.886230
	Iteration 9F: 3 clusters Score -5672230 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -5674682.500000 Penalty: 5280.886230
	Iteration 10F: 3 clusters Score -5674682 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -5677423.500000 Penalty: 5280.886230
	Iteration 11F: 3 clusters Score -5677424 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -5679593.500000 Penalty: 5280.886230
	Iteration 12F: 3 clusters Score -5679594 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -5681002.000000 Penalty: 5280.886230
	Iteration 13Q: 3 clusters Score -5681002 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -5681748.000000 Penalty: 5280.886230
	Iteration 14Q: 3 clusters Score -5681748 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -5681990.500000 Penalty: 5280.886230
	Iteration 15Q: 3 clusters Score -5681990 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -5682102.000000 Penalty: 5280.886230
	Iteration 16Q: 3 clusters Score -5682102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -5682166.500000 Penalty: 5280.886230
	Iteration 17Q: 3 clusters Score -5682166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -5682179.500000 Penalty: 5280.886230
	Iteration 18Q: 3 clusters Score -5682180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -5682196.000000 Penalty: 5280.886230
	Iteration 19Q: 3 clusters Score -5682196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -5682198.500000 Penalty: 5280.886230
	Iteration 20F: 3 clusters Score -5682198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -5682202.000000 Penalty: 5280.886230
	Iteration 21Q: 3 clusters Score -5682202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -5682202.000000 Penalty: 5280.886230
	Iteration 22F: 3 clusters Score -5682202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -118388.250000 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -118388.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -116503.007812 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -116503 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -116787.250000 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -116787.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -116866.796875 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -116866.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -116913.664062 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -116913.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -116947.390625 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -116947.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -116977.304688 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -116977.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -116997.335938 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -116997.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -117020.265625 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -117020.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117026.570312 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -117026.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -117034.757812 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -117034.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117046.093750 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -117046.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -117061.648438 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -117061.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117071.101562 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -117071.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -117093.078125 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -117093.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117118.390625 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -117118.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -117154.320312 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -117154.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -117175.046875 Penalty: 3376.735596
	Iteration 16Q: 3 clusters Score -117175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -117223.351562 Penalty: 3376.735596
	Iteration 17Q: 3 clusters Score -117223.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -117267.937500 Penalty: 3376.735596
	Iteration 18Q: 3 clusters Score -117267.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -117345.085938 Penalty: 3376.735596
	Iteration 19Q: 3 clusters Score -117345.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -117554.031250 Penalty: 3376.735596
	Iteration 20F: 3 clusters Score -117554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -117649.101562 Penalty: 3376.735596
	Iteration 21Q: 3 clusters Score -117649.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -117682.835938 Penalty: 3376.735596
	Iteration 22Q: 3 clusters Score -117682.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -117723.679688 Penalty: 3376.735596
	Iteration 23Q: 3 clusters Score -117723.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -117746.195312 Penalty: 3376.735596
	Iteration 24Q: 3 clusters Score -117746.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117759.945312 Penalty: 3376.735596
	Iteration 25Q: 3 clusters Score -117759.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -117781.945312 Penalty: 3376.735596
	Iteration 26Q: 3 clusters Score -117781.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -117797.476562 Penalty: 3376.735596
	Iteration 27Q: 3 clusters Score -117797.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117805.156250 Penalty: 3376.735596
	Iteration 28Q: 3 clusters Score -117805.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117817.289062 Penalty: 3376.735596
	Iteration 29Q: 3 clusters Score -117817.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -117826.375000 Penalty: 3376.735596
	Iteration 30Q: 3 clusters Score -117826.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117839.773438 Penalty: 3376.735596
	Iteration 31Q: 3 clusters Score -117839.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117852.757812 Penalty: 3376.735596
	Iteration 32Q: 3 clusters Score -117852.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117865.968750 Penalty: 3376.735596
	Iteration 33Q: 3 clusters Score -117866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -117882.546875 Penalty: 3376.735596
	Iteration 34Q: 3 clusters Score -117882.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -117895.890625 Penalty: 3376.735596
	Iteration 35Q: 3 clusters Score -117895.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -117904.093750 Penalty: 3376.735596
	Iteration 36Q: 3 clusters Score -117904.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -117909.093750 Penalty: 3376.735596
	Iteration 37Q: 3 clusters Score -117909.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -117917.968750 Penalty: 3376.735596
	Iteration 38Q: 3 clusters Score -117918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -117919.562500 Penalty: 3376.735596
	Iteration 39Q: 3 clusters Score -117919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -117925.109375 Penalty: 3376.735596
	Iteration 40F: 3 clusters Score -117925.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -117932.898438 Penalty: 3376.735596
	Iteration 41Q: 3 clusters Score -117932.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117953.046875 Penalty: 3376.735596
	Iteration 42Q: 3 clusters Score -117953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -117992.640625 Penalty: 3376.735596
	Iteration 43Q: 3 clusters Score -117992.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -118064.140625 Penalty: 3376.735596
	Iteration 44Q: 3 clusters Score -118064.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -118109.210938 Penalty: 3376.735596
	Iteration 45Q: 3 clusters Score -118109.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -118147.929688 Penalty: 3376.735596
	Iteration 46Q: 3 clusters Score -118147.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -118177.898438 Penalty: 3376.735596
	Iteration 47Q: 3 clusters Score -118177.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -118208.585938 Penalty: 3376.735596
	Iteration 48Q: 3 clusters Score -118208.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -118262.742188 Penalty: 3376.735596
	Iteration 49Q: 3 clusters Score -118262.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -118306.218750 Penalty: 3376.735596
	Iteration 50Q: 3 clusters Score -118306.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -118337.078125 Penalty: 3376.735596
	Iteration 51Q: 3 clusters Score -118337.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -118354.109375 Penalty: 3376.735596
	Iteration 52Q: 3 clusters Score -118354.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -118369.101562 Penalty: 3376.735596
	Iteration 53Q: 3 clusters Score -118369.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -118381.273438 Penalty: 3376.735596
	Iteration 54Q: 3 clusters Score -118381.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -118388.695312 Penalty: 3376.735596
	Iteration 55Q: 3 clusters Score -118388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -118393.093750 Penalty: 3376.735596
	Iteration 56Q: 3 clusters Score -118393.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -118393.093750 Penalty: 3376.735596
	Iteration 57F: 3 clusters Score -118393.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 65109 members 
Mstep: Class 6 contains 206871 members 
Mstep: Class 7 contains 51555 members 
Mstep: Class 8 contains 274319 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 42064 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 7284 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 210633 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 56614 members 
Mstep: Class 24 contains 308 members 
Entering Unmasked Estep 
Score: -135799776.000000 Penalty: 82213.359375
Splitting cluster 11 changes total score from -135801600.000000 to -135799776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -39526.683594 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -39526.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38197.117188 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -38197.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38329.082031 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -38329.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38370.968750 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -38370.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38378.781250 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -38378.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38384.660156 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -38384.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38385.863281 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -38385.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38390.628906 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -38390.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38392.980469 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -38392.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38394.578125 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -38394.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38397.664062 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -38397.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38397.664062 Penalty: 2868.777344
	Iteration 10F: 3 clusters Score -38397.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Entering Unmasked Estep 
Score: -1000849.250000 Penalty: 2205.572021
	Iteration 0F: 2 clusters Score -1000849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -994881.375000 Penalty: 4411.144043
	Iteration 0F: 3 clusters Score -994881.4 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -996488.562500 Penalty: 4411.144043
	Iteration 1F: 3 clusters Score -996488.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -996766.812500 Penalty: 4411.144043
	Iteration 2F: 3 clusters Score -996766.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -996952.437500 Penalty: 4411.144043
	Iteration 3F: 3 clusters Score -996952.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -997087.625000 Penalty: 4411.144043
	Iteration 4Q: 3 clusters Score -997087.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -997177.312500 Penalty: 4411.144043
	Iteration 5Q: 3 clusters Score -997177.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -997266.687500 Penalty: 4411.144043
	Iteration 6Q: 3 clusters Score -997266.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -997355.062500 Penalty: 4411.144043
	Iteration 7Q: 3 clusters Score -997355.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -997439.312500 Penalty: 4411.144043
	Iteration 8Q: 3 clusters Score -997439.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -997531.437500 Penalty: 4411.144043
	Iteration 9Q: 3 clusters Score -997531.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -997624.000000 Penalty: 4411.144043
	Iteration 10Q: 3 clusters Score -997624 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -997725.937500 Penalty: 4411.144043
	Iteration 11Q: 3 clusters Score -997725.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -997833.000000 Penalty: 4411.144043
	Iteration 12Q: 3 clusters Score -997833 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -997946.125000 Penalty: 4411.144043
	Iteration 13Q: 3 clusters Score -997946.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -998083.312500 Penalty: 4411.144043
	Iteration 14Q: 3 clusters Score -998083.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -998223.437500 Penalty: 4411.144043
	Iteration 15Q: 3 clusters Score -998223.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -998356.312500 Penalty: 4411.144043
	Iteration 16Q: 3 clusters Score -998356.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -998458.187500 Penalty: 4411.144043
	Iteration 17Q: 3 clusters Score -998458.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -998568.500000 Penalty: 4411.144043
	Iteration 18Q: 3 clusters Score -998568.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -998663.812500 Penalty: 4411.144043
	Iteration 19Q: 3 clusters Score -998663.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -998729.875000 Penalty: 4411.144043
	Iteration 20F: 3 clusters Score -998729.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -998793.125000 Penalty: 4411.144043
	Iteration 21Q: 3 clusters Score -998793.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -998851.750000 Penalty: 4411.144043
	Iteration 22Q: 3 clusters Score -998851.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -998876.187500 Penalty: 4411.144043
	Iteration 23Q: 3 clusters Score -998876.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -998898.750000 Penalty: 4411.144043
	Iteration 24Q: 3 clusters Score -998898.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -998919.062500 Penalty: 4411.144043
	Iteration 25Q: 3 clusters Score -998919.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -998937.250000 Penalty: 4411.144043
	Iteration 26Q: 3 clusters Score -998937.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -998953.187500 Penalty: 4411.144043
	Iteration 27Q: 3 clusters Score -998953.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -998960.250000 Penalty: 4411.144043
	Iteration 28Q: 3 clusters Score -998960.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -998965.812500 Penalty: 4411.144043
	Iteration 29Q: 3 clusters Score -998965.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -998968.812500 Penalty: 4411.144043
	Iteration 30Q: 3 clusters Score -998968.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -998970.875000 Penalty: 4411.144043
	Iteration 31Q: 3 clusters Score -998970.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -998971.937500 Penalty: 4411.144043
	Iteration 32Q: 3 clusters Score -998971.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -998972.187500 Penalty: 4411.144043
	Iteration 33Q: 3 clusters Score -998972.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -998977.062500 Penalty: 4411.144043
	Iteration 34Q: 3 clusters Score -998977.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -998977.062500 Penalty: 4411.144043
	Iteration 35F: 3 clusters Score -998977.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Entering Unmasked Estep 
Score: -1147754.625000 Penalty: 2229.134766
	Iteration 0F: 2 clusters Score -1147755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1141374.125000 Penalty: 4458.269531
	Iteration 0F: 3 clusters Score -1141374 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1143084.375000 Penalty: 4458.269531
	Iteration 1F: 3 clusters Score -1143084 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1143301.500000 Penalty: 4458.269531
	Iteration 2F: 3 clusters Score -1143302 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1143470.250000 Penalty: 4458.269531
	Iteration 3Q: 3 clusters Score -1143470 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1143607.250000 Penalty: 4458.269531
	Iteration 4Q: 3 clusters Score -1143607 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1143717.125000 Penalty: 4458.269531
	Iteration 5Q: 3 clusters Score -1143717 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1143810.750000 Penalty: 4458.269531
	Iteration 6Q: 3 clusters Score -1143811 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1143901.750000 Penalty: 4458.269531
	Iteration 7Q: 3 clusters Score -1143902 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1143995.375000 Penalty: 4458.269531
	Iteration 8Q: 3 clusters Score -1143995 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1144092.375000 Penalty: 4458.269531
	Iteration 9Q: 3 clusters Score -1144092 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1144214.625000 Penalty: 4458.269531
	Iteration 10Q: 3 clusters Score -1144215 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1144352.500000 Penalty: 4458.269531
	Iteration 11Q: 3 clusters Score -1144352 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1144499.750000 Penalty: 4458.269531
	Iteration 12Q: 3 clusters Score -1144500 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1144639.750000 Penalty: 4458.269531
	Iteration 13Q: 3 clusters Score -1144640 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1144785.750000 Penalty: 4458.269531
	Iteration 14Q: 3 clusters Score -1144786 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1144948.000000 Penalty: 4458.269531
	Iteration 15Q: 3 clusters Score -1144948 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1145082.625000 Penalty: 4458.269531
	Iteration 16Q: 3 clusters Score -1145083 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1145216.000000 Penalty: 4458.269531
	Iteration 17Q: 3 clusters Score -1145216 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1145332.500000 Penalty: 4458.269531
	Iteration 18Q: 3 clusters Score -1145332 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1145426.125000 Penalty: 4458.269531
	Iteration 19Q: 3 clusters Score -1145426 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1145507.250000 Penalty: 4458.269531
	Iteration 20F: 3 clusters Score -1145507 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1145574.750000 Penalty: 4458.269531
	Iteration 21Q: 3 clusters Score -1145575 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1145618.000000 Penalty: 4458.269531
	Iteration 22Q: 3 clusters Score -1145618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1145647.875000 Penalty: 4458.269531
	Iteration 23Q: 3 clusters Score -1145648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1145669.750000 Penalty: 4458.269531
	Iteration 24Q: 3 clusters Score -1145670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1145684.750000 Penalty: 4458.269531
	Iteration 25Q: 3 clusters Score -1145685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1145694.000000 Penalty: 4458.269531
	Iteration 26Q: 3 clusters Score -1145694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1145709.250000 Penalty: 4458.269531
	Iteration 27Q: 3 clusters Score -1145709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1145719.250000 Penalty: 4458.269531
	Iteration 28Q: 3 clusters Score -1145719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1145727.250000 Penalty: 4458.269531
	Iteration 29Q: 3 clusters Score -1145727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1145732.000000 Penalty: 4458.269531
	Iteration 30Q: 3 clusters Score -1145732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1145732.500000 Penalty: 4458.269531
	Iteration 31Q: 3 clusters Score -1145732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1145734.500000 Penalty: 4458.269531
	Iteration 32Q: 3 clusters Score -1145734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1145738.125000 Penalty: 4458.269531
	Iteration 33Q: 3 clusters Score -1145738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1145740.250000 Penalty: 4458.269531
	Iteration 34Q: 3 clusters Score -1145740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1145740.250000 Penalty: 4458.269531
	Iteration 35F: 3 clusters Score -1145740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -42973.218750 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -42973.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41607.273438 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -41607.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41789.578125 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -41789.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41852.234375 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -41852.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41879.527344 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -41879.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41902.777344 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -41902.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41908.410156 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -41908.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41915.734375 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -41915.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41915.734375 Penalty: 2906.950195
	Iteration 7F: 3 clusters Score -41915.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -73759.570312 Penalty: 1591.349609
	Iteration 0F: 2 clusters Score -73759.57 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 312 members 
Entering Unmasked Estep 
Score: -72138.265625 Penalty: 3182.699219
	Iteration 0F: 3 clusters Score -72138.27 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72422.125000 Penalty: 3182.699219
	Iteration 1F: 3 clusters Score -72422.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72517.359375 Penalty: 3182.699219
	Iteration 2F: 3 clusters Score -72517.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -72550.187500 Penalty: 3182.699219
	Iteration 3Q: 3 clusters Score -72550.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -72577.164062 Penalty: 3182.699219
	Iteration 4Q: 3 clusters Score -72577.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -72609.976562 Penalty: 3182.699219
	Iteration 5Q: 3 clusters Score -72609.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -72698.625000 Penalty: 3182.699219
	Iteration 6Q: 3 clusters Score -72698.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -72758.179688 Penalty: 3182.699219
	Iteration 7Q: 3 clusters Score -72758.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -72814.335938 Penalty: 3182.699219
	Iteration 8Q: 3 clusters Score -72814.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -72836.976562 Penalty: 3182.699219
	Iteration 9Q: 3 clusters Score -72836.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -72861.046875 Penalty: 3182.699219
	Iteration 10Q: 3 clusters Score -72861.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -72878.648438 Penalty: 3182.699219
	Iteration 11Q: 3 clusters Score -72878.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -72885.875000 Penalty: 3182.699219
	Iteration 12Q: 3 clusters Score -72885.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -72885.875000 Penalty: 3182.699219
	Iteration 13F: 3 clusters Score -72885.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (210633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210633 members 
Entering Unmasked Estep 
Score: -29374564.000000 Penalty: 3039.952393
	Iteration 0F: 2 clusters Score -2.937456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105186 members 
Mstep: Class 2 contains 105447 members 
Entering Unmasked Estep 
Score: -29251368.000000 Penalty: 6079.904785
	Iteration 0F: 3 clusters Score -2.925137e+07 nChanged 101597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103571 members 
Mstep: Class 2 contains 107062 members 
Entering Unmasked Estep 
Score: -29310594.000000 Penalty: 6079.904785
	Iteration 1F: 3 clusters Score -2.931059e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102447 members 
Mstep: Class 2 contains 108186 members 
Entering Unmasked Estep 
Score: -29311968.000000 Penalty: 6079.904785
	Iteration 2Q: 3 clusters Score -2.931197e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100655 members 
Mstep: Class 2 contains 109978 members 
Entering Unmasked Estep 
Score: -29313868.000000 Penalty: 6079.904785
	Iteration 3Q: 3 clusters Score -2.931387e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97952 members 
Mstep: Class 2 contains 112681 members 
Entering Unmasked Estep 
Score: -29316190.000000 Penalty: 6079.904785
	Iteration 4Q: 3 clusters Score -2.931619e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93620 members 
Mstep: Class 2 contains 117013 members 
Entering Unmasked Estep 
Score: -29319252.000000 Penalty: 6079.904785
	Iteration 5Q: 3 clusters Score -2.931925e+07 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87186 members 
Mstep: Class 2 contains 123447 members 
Entering Unmasked Estep 
Score: -29323354.000000 Penalty: 6079.904785
	Iteration 6Q: 3 clusters Score -2.932335e+07 nChanged 11294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 132339 members 
Entering Unmasked Estep 
Score: -29329366.000000 Penalty: 6079.904785
	Iteration 7F: 3 clusters Score -2.932937e+07 nChanged 12981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67163 members 
Mstep: Class 2 contains 143470 members 
Entering Unmasked Estep 
Score: -29337106.000000 Penalty: 6079.904785
	Iteration 8F: 3 clusters Score -2.933711e+07 nChanged 13669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 155479 members 
Entering Unmasked Estep 
Score: -29345054.000000 Penalty: 6079.904785
	Iteration 9F: 3 clusters Score -2.934505e+07 nChanged 12500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 166157 members 
Entering Unmasked Estep 
Score: -29351860.000000 Penalty: 6079.904785
	Iteration 10F: 3 clusters Score -2.935186e+07 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 174355 members 
Entering Unmasked Estep 
Score: -29356948.000000 Penalty: 6079.904785
	Iteration 11Q: 3 clusters Score -2.935695e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 180276 members 
Entering Unmasked Estep 
Score: -29360086.000000 Penalty: 6079.904785
	Iteration 12Q: 3 clusters Score -2.936009e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 184665 members 
Entering Unmasked Estep 
Score: -29362510.000000 Penalty: 6079.904785
	Iteration 13Q: 3 clusters Score -2.936251e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 188186 members 
Entering Unmasked Estep 
Score: -29364160.000000 Penalty: 6079.904785
	Iteration 14Q: 3 clusters Score -2.936416e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 191099 members 
Entering Unmasked Estep 
Score: -29365132.000000 Penalty: 6079.904785
	Iteration 15Q: 3 clusters Score -2.936513e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 193639 members 
Entering Unmasked Estep 
Score: -29366332.000000 Penalty: 6079.904785
	Iteration 16Q: 3 clusters Score -2.936633e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 195954 members 
Entering Unmasked Estep 
Score: -29367328.000000 Penalty: 6079.904785
	Iteration 17Q: 3 clusters Score -2.936733e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 197985 members 
Entering Unmasked Estep 
Score: -29368294.000000 Penalty: 6079.904785
	Iteration 18Q: 3 clusters Score -2.936829e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 199796 members 
Entering Unmasked Estep 
Score: -29369130.000000 Penalty: 6079.904785
	Iteration 19Q: 3 clusters Score -2.936913e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 201340 members 
Entering Unmasked Estep 
Score: -29370020.000000 Penalty: 6079.904785
	Iteration 20F: 3 clusters Score -2.937002e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 202675 members 
Entering Unmasked Estep 
Score: -29370828.000000 Penalty: 6079.904785
	Iteration 21Q: 3 clusters Score -2.937083e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 203812 members 
Entering Unmasked Estep 
Score: -29371374.000000 Penalty: 6079.904785
	Iteration 22Q: 3 clusters Score -2.937137e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 204779 members 
Entering Unmasked Estep 
Score: -29371770.000000 Penalty: 6079.904785
	Iteration 23Q: 3 clusters Score -2.937177e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 205552 members 
Entering Unmasked Estep 
Score: -29372070.000000 Penalty: 6079.904785
	Iteration 24Q: 3 clusters Score -2.937207e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 206171 members 
Entering Unmasked Estep 
Score: -29372314.000000 Penalty: 6079.904785
	Iteration 25Q: 3 clusters Score -2.937231e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 206686 members 
Entering Unmasked Estep 
Score: -29372446.000000 Penalty: 6079.904785
	Iteration 26Q: 3 clusters Score -2.937245e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 207130 members 
Entering Unmasked Estep 
Score: -29372608.000000 Penalty: 6079.904785
	Iteration 27Q: 3 clusters Score -2.937261e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 207470 members 
Entering Unmasked Estep 
Score: -29372730.000000 Penalty: 6079.904785
	Iteration 28Q: 3 clusters Score -2.937273e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 207760 members 
Entering Unmasked Estep 
Score: -29372906.000000 Penalty: 6079.904785
	Iteration 29Q: 3 clusters Score -2.937291e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 207978 members 
Entering Unmasked Estep 
Score: -29372976.000000 Penalty: 6079.904785
	Iteration 30Q: 3 clusters Score -2.937298e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 208170 members 
Entering Unmasked Estep 
Score: -29372992.000000 Penalty: 6079.904785
	Iteration 31Q: 3 clusters Score -2.937299e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 208320 members 
Entering Unmasked Estep 
Score: -29372982.000000 Penalty: 6079.904785
	Iteration 32Q: 3 clusters Score -2.937298e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 208455 members 
Entering Unmasked Estep 
Score: -29373022.000000 Penalty: 6079.904785
	Iteration 33Q: 3 clusters Score -2.937302e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 208575 members 
Entering Unmasked Estep 
Score: -29373028.000000 Penalty: 6079.904785
	Iteration 34Q: 3 clusters Score -2.937303e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 208682 members 
Entering Unmasked Estep 
Score: -29373024.000000 Penalty: 6079.904785
	Iteration 35Q: 3 clusters Score -2.937302e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 208764 members 
Entering Unmasked Estep 
Score: -29373054.000000 Penalty: 6079.904785
	Iteration 36Q: 3 clusters Score -2.937305e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 208827 members 
Entering Unmasked Estep 
Score: -29373098.000000 Penalty: 6079.904785
	Iteration 37Q: 3 clusters Score -2.93731e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 208877 members 
Entering Unmasked Estep 
Score: -29373136.000000 Penalty: 6079.904785
	Iteration 38Q: 3 clusters Score -2.937314e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 208920 members 
Entering Unmasked Estep 
Score: -29373124.000000 Penalty: 6079.904785
	Iteration 39Q: 3 clusters Score -2.937312e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 208958 members 
Entering Unmasked Estep 
Score: -29373102.000000 Penalty: 6079.904785
	Iteration 40F: 3 clusters Score -2.93731e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 208988 members 
Entering Unmasked Estep 
Score: -29373062.000000 Penalty: 6079.904785
	Iteration 41Q: 3 clusters Score -2.937306e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 209021 members 
Entering Unmasked Estep 
Score: -29373042.000000 Penalty: 6079.904785
	Iteration 42Q: 3 clusters Score -2.937304e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 209059 members 
Entering Unmasked Estep 
Score: -29373020.000000 Penalty: 6079.904785
	Iteration 43Q: 3 clusters Score -2.937302e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 209097 members 
Entering Unmasked Estep 
Score: -29372976.000000 Penalty: 6079.904785
	Iteration 44Q: 3 clusters Score -2.937298e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 209122 members 
Entering Unmasked Estep 
Score: -29372970.000000 Penalty: 6079.904785
	Iteration 45Q: 3 clusters Score -2.937297e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 209141 members 
Entering Unmasked Estep 
Score: -29372970.000000 Penalty: 6079.904785
	Iteration 46Q: 3 clusters Score -2.937297e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 209156 members 
Entering Unmasked Estep 
Score: -29372990.000000 Penalty: 6079.904785
	Iteration 47Q: 3 clusters Score -2.937299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 209160 members 
Entering Unmasked Estep 
Score: -29372982.000000 Penalty: 6079.904785
	Iteration 48Q: 3 clusters Score -2.937298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 209165 members 
Entering Unmasked Estep 
Score: -29372976.000000 Penalty: 6079.904785
	Iteration 49Q: 3 clusters Score -2.937298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 209171 members 
Entering Unmasked Estep 
Score: -29372958.000000 Penalty: 6079.904785
	Iteration 50Q: 3 clusters Score -2.937296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 209175 members 
Entering Unmasked Estep 
Score: -29372954.000000 Penalty: 6079.904785
	Iteration 51Q: 3 clusters Score -2.937295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 209181 members 
Entering Unmasked Estep 
Score: -29372992.000000 Penalty: 6079.904785
	Iteration 52Q: 3 clusters Score -2.937299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 209189 members 
Entering Unmasked Estep 
Score: -29372984.000000 Penalty: 6079.904785
	Iteration 53Q: 3 clusters Score -2.937298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 209194 members 
Entering Unmasked Estep 
Score: -29372974.000000 Penalty: 6079.904785
	Iteration 54Q: 3 clusters Score -2.937297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 209194 members 
Entering Unmasked Estep 
Score: -29372962.000000 Penalty: 6079.904785
	Iteration 55Q: 3 clusters Score -2.937296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 209195 members 
Entering Unmasked Estep 
Score: -29372988.000000 Penalty: 6079.904785
	Iteration 56Q: 3 clusters Score -2.937299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 209197 members 
Entering Unmasked Estep 
Score: -29372988.000000 Penalty: 6079.904785
	Iteration 57Q: 3 clusters Score -2.937299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 209201 members 
Entering Unmasked Estep 
Score: -29372970.000000 Penalty: 6079.904785
	Iteration 58Q: 3 clusters Score -2.937297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 209204 members 
Entering Unmasked Estep 
Score: -29372974.000000 Penalty: 6079.904785
	Iteration 59Q: 3 clusters Score -2.937297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 209208 members 
Entering Unmasked Estep 
Score: -29372996.000000 Penalty: 6079.904785
	Iteration 60F: 3 clusters Score -2.9373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 209213 members 
Entering Unmasked Estep 
Score: -29372972.000000 Penalty: 6079.904785
	Iteration 61Q: 3 clusters Score -2.937297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 209220 members 
Entering Unmasked Estep 
Score: -29372972.000000 Penalty: 6079.904785
	Iteration 62Q: 3 clusters Score -2.937297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 209225 members 
Entering Unmasked Estep 
Score: -29372982.000000 Penalty: 6079.904785
	Iteration 63Q: 3 clusters Score -2.937298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 209227 members 
Entering Unmasked Estep 
Score: -29372968.000000 Penalty: 6079.904785
	Iteration 64Q: 3 clusters Score -2.937297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 209228 members 
Entering Unmasked Estep 
Score: -29372984.000000 Penalty: 6079.904785
	Iteration 65Q: 3 clusters Score -2.937298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 209230 members 
Entering Unmasked Estep 
Score: -29372982.000000 Penalty: 6079.904785
	Iteration 66Q: 3 clusters Score -2.937298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 209231 members 
Entering Unmasked Estep 
Score: -29372984.000000 Penalty: 6079.904785
	Iteration 67Q: 3 clusters Score -2.937298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 209235 members 
Entering Unmasked Estep 
Score: -29372972.000000 Penalty: 6079.904785
	Iteration 68Q: 3 clusters Score -2.937297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 209238 members 
Entering Unmasked Estep 
Score: -29372986.000000 Penalty: 6079.904785
	Iteration 69Q: 3 clusters Score -2.937299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 209240 members 
Entering Unmasked Estep 
Score: -29372970.000000 Penalty: 6079.904785
	Iteration 70Q: 3 clusters Score -2.937297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 209240 members 
Entering Unmasked Estep 
Score: -29372970.000000 Penalty: 6079.904785
	Iteration 71F: 3 clusters Score -2.937297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -55809.894531 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -55809.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54310.882812 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -54310.88 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -54451.699219 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -54451.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54492.839844 Penalty: 3024.645020
	Iteration 2Q: 3 clusters Score -54492.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54516.109375 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -54516.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54538.687500 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -54538.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54544.972656 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -54544.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54552.312500 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -54552.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54558.175781 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -54558.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54558.175781 Penalty: 3024.645020
	Iteration 8F: 3 clusters Score -54558.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -30874.060547 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -30874.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29766.777344 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -29766.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -29970.191406 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -29970.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -30177.662109 Penalty: 2765.670898
	Iteration 2F: 3 clusters Score -30177.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -30219.296875 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -30219.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -30250.867188 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -30250.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -30254.531250 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -30254.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -30260.847656 Penalty: 2765.670898
	Iteration 6Q: 3 clusters Score -30260.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -30260.847656 Penalty: 2765.670898
	Iteration 7F: 3 clusters Score -30260.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -117419.617188 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -117419.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -115559.289062 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -115559.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -115790.132812 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -115790.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -115878.468750 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -115878.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -115913.109375 Penalty: 3369.002930
	Iteration 3Q: 3 clusters Score -115913.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -115929.351562 Penalty: 3369.002930
	Iteration 4Q: 3 clusters Score -115929.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -115935.023438 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -115935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -115939.796875 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -115939.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -115945.351562 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -115945.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -115948.585938 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -115948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -115950.085938 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -115950.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -115950.085938 Penalty: 3369.002930
	Iteration 10F: 3 clusters Score -115950.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Entering Unmasked Estep 
Score: -2502284.000000 Penalty: 2440.403076
	Iteration 0F: 2 clusters Score -2502284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2488959.000000 Penalty: 4880.806152
	Iteration 0F: 3 clusters Score -2488959 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2493419.250000 Penalty: 4880.806152
	Iteration 1F: 3 clusters Score -2493419 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2493961.500000 Penalty: 4880.806152
	Iteration 2F: 3 clusters Score -2493962 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2494544.750000 Penalty: 4880.806152
	Iteration 3F: 3 clusters Score -2494545 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2495140.250000 Penalty: 4880.806152
	Iteration 4F: 3 clusters Score -2495140 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2495762.000000 Penalty: 4880.806152
	Iteration 5F: 3 clusters Score -2495762 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2496386.500000 Penalty: 4880.806152
	Iteration 6F: 3 clusters Score -2496386 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2497022.250000 Penalty: 4880.806152
	Iteration 7F: 3 clusters Score -2497022 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2497699.750000 Penalty: 4880.806152
	Iteration 8Q: 3 clusters Score -2497700 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2498357.500000 Penalty: 4880.806152
	Iteration 9Q: 3 clusters Score -2498358 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2498966.750000 Penalty: 4880.806152
	Iteration 10Q: 3 clusters Score -2498967 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2499524.500000 Penalty: 4880.806152
	Iteration 11Q: 3 clusters Score -2499524 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2499894.500000 Penalty: 4880.806152
	Iteration 12Q: 3 clusters Score -2499894 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2500157.500000 Penalty: 4880.806152
	Iteration 13Q: 3 clusters Score -2500158 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2500321.750000 Penalty: 4880.806152
	Iteration 14Q: 3 clusters Score -2500322 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2500423.500000 Penalty: 4880.806152
	Iteration 15Q: 3 clusters Score -2500424 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2500482.250000 Penalty: 4880.806152
	Iteration 16Q: 3 clusters Score -2500482 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2500530.500000 Penalty: 4880.806152
	Iteration 17Q: 3 clusters Score -2500530 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2500593.750000 Penalty: 4880.806152
	Iteration 18Q: 3 clusters Score -2500594 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2500696.750000 Penalty: 4880.806152
	Iteration 19Q: 3 clusters Score -2500697 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2500852.500000 Penalty: 4880.806152
	Iteration 20F: 3 clusters Score -2500852 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2500996.250000 Penalty: 4880.806152
	Iteration 21Q: 3 clusters Score -2500996 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2501114.750000 Penalty: 4880.806152
	Iteration 22Q: 3 clusters Score -2501115 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2501177.250000 Penalty: 4880.806152
	Iteration 23Q: 3 clusters Score -2501177 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2501221.750000 Penalty: 4880.806152
	Iteration 24Q: 3 clusters Score -2501222 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2501234.500000 Penalty: 4880.806152
	Iteration 25Q: 3 clusters Score -2501234 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2501239.000000 Penalty: 4880.806152
	Iteration 26Q: 3 clusters Score -2501239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2501251.750000 Penalty: 4880.806152
	Iteration 27Q: 3 clusters Score -2501252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2501257.250000 Penalty: 4880.806152
	Iteration 28Q: 3 clusters Score -2501257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2501260.250000 Penalty: 4880.806152
	Iteration 29Q: 3 clusters Score -2501260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2501259.250000 Penalty: 4880.806152
	Iteration 30Q: 3 clusters Score -2501259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2501264.750000 Penalty: 4880.806152
	Iteration 31Q: 3 clusters Score -2501265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2501267.000000 Penalty: 4880.806152
	Iteration 32Q: 3 clusters Score -2501267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2501272.000000 Penalty: 4880.806152
	Iteration 33Q: 3 clusters Score -2501272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2501273.250000 Penalty: 4880.806152
	Iteration 34Q: 3 clusters Score -2501273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2501274.750000 Penalty: 4880.806152
	Iteration 35Q: 3 clusters Score -2501275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2501272.000000 Penalty: 4880.806152
	Iteration 36Q: 3 clusters Score -2501272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2501275.250000 Penalty: 4880.806152
	Iteration 37Q: 3 clusters Score -2501275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2501274.500000 Penalty: 4880.806152
	Iteration 38Q: 3 clusters Score -2501274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2501277.000000 Penalty: 4880.806152
	Iteration 39Q: 3 clusters Score -2501277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2501274.750000 Penalty: 4880.806152
	Iteration 40F: 3 clusters Score -2501275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2501274.000000 Penalty: 4880.806152
	Iteration 41Q: 3 clusters Score -2501274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2501276.000000 Penalty: 4880.806152
	Iteration 42Q: 3 clusters Score -2501276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2501278.250000 Penalty: 4880.806152
	Iteration 43Q: 3 clusters Score -2501278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2501276.250000 Penalty: 4880.806152
	Iteration 44Q: 3 clusters Score -2501276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2501277.500000 Penalty: 4880.806152
	Iteration 45Q: 3 clusters Score -2501278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2501277.500000 Penalty: 4880.806152
	Iteration 46Q: 3 clusters Score -2501278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2501277.500000 Penalty: 4880.806152
	Iteration 47F: 3 clusters Score -2501278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Entering Unmasked Estep 
Score: -593922.000000 Penalty: 2090.071045
	Iteration 0F: 2 clusters Score -593922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -589640.625000 Penalty: 4180.142090
	Iteration 0F: 3 clusters Score -589640.6 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -590600.375000 Penalty: 4180.142090
	Iteration 1F: 3 clusters Score -590600.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -590838.812500 Penalty: 4180.142090
	Iteration 2F: 3 clusters Score -590838.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -591001.562500 Penalty: 4180.142090
	Iteration 3F: 3 clusters Score -591001.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -591126.312500 Penalty: 4180.142090
	Iteration 4Q: 3 clusters Score -591126.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -591243.937500 Penalty: 4180.142090
	Iteration 5Q: 3 clusters Score -591243.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -591348.187500 Penalty: 4180.142090
	Iteration 6Q: 3 clusters Score -591348.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -591439.125000 Penalty: 4180.142090
	Iteration 7Q: 3 clusters Score -591439.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -591520.250000 Penalty: 4180.142090
	Iteration 8Q: 3 clusters Score -591520.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -591596.312500 Penalty: 4180.142090
	Iteration 9Q: 3 clusters Score -591596.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -591672.937500 Penalty: 4180.142090
	Iteration 10Q: 3 clusters Score -591672.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -591742.250000 Penalty: 4180.142090
	Iteration 11Q: 3 clusters Score -591742.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -591820.187500 Penalty: 4180.142090
	Iteration 12Q: 3 clusters Score -591820.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -591905.062500 Penalty: 4180.142090
	Iteration 13Q: 3 clusters Score -591905.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -592012.687500 Penalty: 4180.142090
	Iteration 14Q: 3 clusters Score -592012.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -592097.937500 Penalty: 4180.142090
	Iteration 15Q: 3 clusters Score -592097.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -592188.250000 Penalty: 4180.142090
	Iteration 16Q: 3 clusters Score -592188.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -592272.250000 Penalty: 4180.142090
	Iteration 17Q: 3 clusters Score -592272.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -592330.375000 Penalty: 4180.142090
	Iteration 18Q: 3 clusters Score -592330.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -592376.312500 Penalty: 4180.142090
	Iteration 19Q: 3 clusters Score -592376.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -592412.687500 Penalty: 4180.142090
	Iteration 20F: 3 clusters Score -592412.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -592434.312500 Penalty: 4180.142090
	Iteration 21Q: 3 clusters Score -592434.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -592452.062500 Penalty: 4180.142090
	Iteration 22Q: 3 clusters Score -592452.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -592465.687500 Penalty: 4180.142090
	Iteration 23Q: 3 clusters Score -592465.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -592472.937500 Penalty: 4180.142090
	Iteration 24Q: 3 clusters Score -592472.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -592479.375000 Penalty: 4180.142090
	Iteration 25Q: 3 clusters Score -592479.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -592484.000000 Penalty: 4180.142090
	Iteration 26Q: 3 clusters Score -592484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -592489.312500 Penalty: 4180.142090
	Iteration 27Q: 3 clusters Score -592489.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -592493.937500 Penalty: 4180.142090
	Iteration 28Q: 3 clusters Score -592493.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -592495.187500 Penalty: 4180.142090
	Iteration 29Q: 3 clusters Score -592495.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -592499.250000 Penalty: 4180.142090
	Iteration 30Q: 3 clusters Score -592499.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -592500.750000 Penalty: 4180.142090
	Iteration 31Q: 3 clusters Score -592500.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -592502.187500 Penalty: 4180.142090
	Iteration 32Q: 3 clusters Score -592502.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -592503.625000 Penalty: 4180.142090
	Iteration 33Q: 3 clusters Score -592503.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -592504.875000 Penalty: 4180.142090
	Iteration 34Q: 3 clusters Score -592504.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -592506.187500 Penalty: 4180.142090
	Iteration 35Q: 3 clusters Score -592506.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -592507.250000 Penalty: 4180.142090
	Iteration 36Q: 3 clusters Score -592507.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -592508.312500 Penalty: 4180.142090
	Iteration 37Q: 3 clusters Score -592508.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -592507.625000 Penalty: 4180.142090
	Iteration 38Q: 3 clusters Score -592507.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -592507.625000 Penalty: 4180.142090
	Iteration 39F: 3 clusters Score -592507.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (56614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Entering Unmasked Estep 
Score: -7892256.500000 Penalty: 2714.114990
	Iteration 0F: 2 clusters Score -7892256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -7854552.500000 Penalty: 5428.229980
	Iteration 0F: 3 clusters Score -7854552 nChanged 26045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -7869039.500000 Penalty: 5428.229980
	Iteration 1F: 3 clusters Score -7869040 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -7869667.000000 Penalty: 5428.229980
	Iteration 2Q: 3 clusters Score -7869667 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -7870403.500000 Penalty: 5428.229980
	Iteration 3Q: 3 clusters Score -7870404 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -7871208.500000 Penalty: 5428.229980
	Iteration 4Q: 3 clusters Score -7871208 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -7872248.000000 Penalty: 5428.229980
	Iteration 5Q: 3 clusters Score -7872248 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -7873303.500000 Penalty: 5428.229980
	Iteration 6Q: 3 clusters Score -7873304 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -7874682.000000 Penalty: 5428.229980
	Iteration 7Q: 3 clusters Score -7874682 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -7876825.500000 Penalty: 5428.229980
	Iteration 8F: 3 clusters Score -7876826 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -7880028.000000 Penalty: 5428.229980
	Iteration 9F: 3 clusters Score -7880028 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -7883131.500000 Penalty: 5428.229980
	Iteration 10F: 3 clusters Score -7883132 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -7885243.000000 Penalty: 5428.229980
	Iteration 11F: 3 clusters Score -7885243 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -7886257.000000 Penalty: 5428.229980
	Iteration 12Q: 3 clusters Score -7886257 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -7886778.000000 Penalty: 5428.229980
	Iteration 13Q: 3 clusters Score -7886778 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -7887040.000000 Penalty: 5428.229980
	Iteration 14Q: 3 clusters Score -7887040 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -7887217.000000 Penalty: 5428.229980
	Iteration 15Q: 3 clusters Score -7887217 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -7887335.000000 Penalty: 5428.229980
	Iteration 16Q: 3 clusters Score -7887335 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -7887454.000000 Penalty: 5428.229980
	Iteration 17Q: 3 clusters Score -7887454 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -7887526.000000 Penalty: 5428.229980
	Iteration 18Q: 3 clusters Score -7887526 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -7887591.500000 Penalty: 5428.229980
	Iteration 19Q: 3 clusters Score -7887592 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -7887636.500000 Penalty: 5428.229980
	Iteration 20F: 3 clusters Score -7887636 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -7887685.000000 Penalty: 5428.229980
	Iteration 21Q: 3 clusters Score -7887685 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -7887695.000000 Penalty: 5428.229980
	Iteration 22Q: 3 clusters Score -7887695 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -7887718.500000 Penalty: 5428.229980
	Iteration 23Q: 3 clusters Score -7887718 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -7887753.000000 Penalty: 5428.229980
	Iteration 24Q: 3 clusters Score -7887753 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -7887786.500000 Penalty: 5428.229980
	Iteration 25Q: 3 clusters Score -7887786 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -7887801.500000 Penalty: 5428.229980
	Iteration 26Q: 3 clusters Score -7887802 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -7887830.500000 Penalty: 5428.229980
	Iteration 27Q: 3 clusters Score -7887830 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -7887847.500000 Penalty: 5428.229980
	Iteration 28Q: 3 clusters Score -7887848 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -7887856.000000 Penalty: 5428.229980
	Iteration 29Q: 3 clusters Score -7887856 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -7887880.000000 Penalty: 5428.229980
	Iteration 30Q: 3 clusters Score -7887880 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -7887879.000000 Penalty: 5428.229980
	Iteration 31Q: 3 clusters Score -7887879 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -7887914.000000 Penalty: 5428.229980
	Iteration 32Q: 3 clusters Score -7887914 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -7887905.000000 Penalty: 5428.229980
	Iteration 33Q: 3 clusters Score -7887905 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -7887903.000000 Penalty: 5428.229980
	Iteration 34Q: 3 clusters Score -7887903 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -7887908.000000 Penalty: 5428.229980
	Iteration 35Q: 3 clusters Score -7887908 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -7887919.000000 Penalty: 5428.229980
	Iteration 36Q: 3 clusters Score -7887919 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -7887928.500000 Penalty: 5428.229980
	Iteration 37Q: 3 clusters Score -7887928 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -7887939.500000 Penalty: 5428.229980
	Iteration 38Q: 3 clusters Score -7887940 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -7887960.500000 Penalty: 5428.229980
	Iteration 39Q: 3 clusters Score -7887960 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -7887974.500000 Penalty: 5428.229980
	Iteration 40F: 3 clusters Score -7887974 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -7887975.000000 Penalty: 5428.229980
	Iteration 41Q: 3 clusters Score -7887975 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -7887996.500000 Penalty: 5428.229980
	Iteration 42Q: 3 clusters Score -7887996 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -7887999.500000 Penalty: 5428.229980
	Iteration 43Q: 3 clusters Score -7888000 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -7888007.500000 Penalty: 5428.229980
	Iteration 44Q: 3 clusters Score -7888008 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -7888022.000000 Penalty: 5428.229980
	Iteration 45Q: 3 clusters Score -7888022 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -7888043.500000 Penalty: 5428.229980
	Iteration 46Q: 3 clusters Score -7888044 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -7888068.500000 Penalty: 5428.229980
	Iteration 47Q: 3 clusters Score -7888068 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -7888110.500000 Penalty: 5428.229980
	Iteration 48Q: 3 clusters Score -7888110 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -7888128.500000 Penalty: 5428.229980
	Iteration 49Q: 3 clusters Score -7888128 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -7888155.000000 Penalty: 5428.229980
	Iteration 50Q: 3 clusters Score -7888155 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -7888198.500000 Penalty: 5428.229980
	Iteration 51Q: 3 clusters Score -7888198 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -7888246.000000 Penalty: 5428.229980
	Iteration 52Q: 3 clusters Score -7888246 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -7888271.500000 Penalty: 5428.229980
	Iteration 53Q: 3 clusters Score -7888272 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -7888297.500000 Penalty: 5428.229980
	Iteration 54Q: 3 clusters Score -7888298 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -7888348.000000 Penalty: 5428.229980
	Iteration 55Q: 3 clusters Score -7888348 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -7888421.000000 Penalty: 5428.229980
	Iteration 56Q: 3 clusters Score -7888421 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -7888470.500000 Penalty: 5428.229980
	Iteration 57Q: 3 clusters Score -7888470 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -7888572.000000 Penalty: 5428.229980
	Iteration 58Q: 3 clusters Score -7888572 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -7888694.500000 Penalty: 5428.229980
	Iteration 59Q: 3 clusters Score -7888694 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -7888804.000000 Penalty: 5428.229980
	Iteration 60F: 3 clusters Score -7888804 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -7888899.500000 Penalty: 5428.229980
	Iteration 61Q: 3 clusters Score -7888900 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -7888988.000000 Penalty: 5428.229980
	Iteration 62Q: 3 clusters Score -7888988 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -7889083.500000 Penalty: 5428.229980
	Iteration 63Q: 3 clusters Score -7889084 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -7889215.500000 Penalty: 5428.229980
	Iteration 64Q: 3 clusters Score -7889216 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -7889315.000000 Penalty: 5428.229980
	Iteration 65Q: 3 clusters Score -7889315 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -7889436.000000 Penalty: 5428.229980
	Iteration 66Q: 3 clusters Score -7889436 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -7889544.000000 Penalty: 5428.229980
	Iteration 67Q: 3 clusters Score -7889544 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -7889665.000000 Penalty: 5428.229980
	Iteration 68Q: 3 clusters Score -7889665 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -7889773.000000 Penalty: 5428.229980
	Iteration 69Q: 3 clusters Score -7889773 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -7889911.500000 Penalty: 5428.229980
	Iteration 70Q: 3 clusters Score -7889912 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -7889984.000000 Penalty: 5428.229980
	Iteration 71Q: 3 clusters Score -7889984 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -7890079.500000 Penalty: 5428.229980
	Iteration 72Q: 3 clusters Score -7890080 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -7890105.500000 Penalty: 5428.229980
	Iteration 73Q: 3 clusters Score -7890106 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -7890174.500000 Penalty: 5428.229980
	Iteration 74Q: 3 clusters Score -7890174 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -7890207.500000 Penalty: 5428.229980
	Iteration 75Q: 3 clusters Score -7890208 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -7890259.500000 Penalty: 5428.229980
	Iteration 76Q: 3 clusters Score -7890260 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -7890312.000000 Penalty: 5428.229980
	Iteration 77Q: 3 clusters Score -7890312 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -7890340.500000 Penalty: 5428.229980
	Iteration 78Q: 3 clusters Score -7890340 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -7890361.500000 Penalty: 5428.229980
	Iteration 79Q: 3 clusters Score -7890362 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -7890353.500000 Penalty: 5428.229980
	Iteration 80F: 3 clusters Score -7890354 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -7890399.000000 Penalty: 5428.229980
	Iteration 81Q: 3 clusters Score -7890399 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -7890426.500000 Penalty: 5428.229980
	Iteration 82Q: 3 clusters Score -7890426 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -7890416.000000 Penalty: 5428.229980
	Iteration 83Q: 3 clusters Score -7890416 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -7890412.500000 Penalty: 5428.229980
	Iteration 84Q: 3 clusters Score -7890412 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -7890400.500000 Penalty: 5428.229980
	Iteration 85Q: 3 clusters Score -7890400 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -7890389.500000 Penalty: 5428.229980
	Iteration 86Q: 3 clusters Score -7890390 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -7890408.500000 Penalty: 5428.229980
	Iteration 87Q: 3 clusters Score -7890408 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -7890436.500000 Penalty: 5428.229980
	Iteration 88Q: 3 clusters Score -7890436 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -7890452.000000 Penalty: 5428.229980
	Iteration 89Q: 3 clusters Score -7890452 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7890464 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -7890455.500000 Penalty: 5428.229980
	Iteration 91Q: 3 clusters Score -7890456 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7890466 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -7890471.000000 Penalty: 5428.229980
	Iteration 93Q: 3 clusters Score -7890471 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -7890482.000000 Penalty: 5428.229980
	Iteration 94Q: 3 clusters Score -7890482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -7890467.500000 Penalty: 5428.229980
	Iteration 95Q: 3 clusters Score -7890468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -7890458.500000 Penalty: 5428.229980
	Iteration 96Q: 3 clusters Score -7890458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -7890479.000000 Penalty: 5428.229980
	Iteration 97Q: 3 clusters Score -7890479 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -7890484.500000 Penalty: 5428.229980
	Iteration 98Q: 3 clusters Score -7890484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -7890477.500000 Penalty: 5428.229980
	Iteration 99Q: 3 clusters Score -7890478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -7890485.500000 Penalty: 5428.229980
	Iteration 100F: 3 clusters Score -7890486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -7890481.000000 Penalty: 5428.229980
	Iteration 101Q: 3 clusters Score -7890481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7890480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -7890472.500000 Penalty: 5428.229980
	Iteration 103Q: 3 clusters Score -7890472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -7890472.500000 Penalty: 5428.229980
	Iteration 104Q: 3 clusters Score -7890472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -7890472.500000 Penalty: 5428.229980
	Iteration 105Q: 3 clusters Score -7890472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -7890476.500000 Penalty: 5428.229980
	Iteration 106Q: 3 clusters Score -7890476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -7890482.500000 Penalty: 5428.229980
	Iteration 107Q: 3 clusters Score -7890482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7890484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -7890499.000000 Penalty: 5428.229980
	Iteration 109Q: 3 clusters Score -7890499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -7890494.000000 Penalty: 5428.229980
	Iteration 110Q: 3 clusters Score -7890494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -7890495.000000 Penalty: 5428.229980
	Iteration 111Q: 3 clusters Score -7890495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -7890495.000000 Penalty: 5428.229980
	Iteration 112Q: 3 clusters Score -7890495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -7890494.000000 Penalty: 5428.229980
	Iteration 113Q: 3 clusters Score -7890494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -7890493.000000 Penalty: 5428.229980
	Iteration 114Q: 3 clusters Score -7890493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -7890488.000000 Penalty: 5428.229980
	Iteration 115Q: 3 clusters Score -7890488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -7890486.500000 Penalty: 5428.229980
	Iteration 116Q: 3 clusters Score -7890486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -7890481.500000 Penalty: 5428.229980
	Iteration 117Q: 3 clusters Score -7890482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -7890475.500000 Penalty: 5428.229980
	Iteration 118Q: 3 clusters Score -7890476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -7890478.500000 Penalty: 5428.229980
	Iteration 119Q: 3 clusters Score -7890478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7890478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -7890484.500000 Penalty: 5428.229980
	Iteration 121Q: 3 clusters Score -7890484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -7890481.500000 Penalty: 5428.229980
	Iteration 122Q: 3 clusters Score -7890482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -7890479.500000 Penalty: 5428.229980
	Iteration 123Q: 3 clusters Score -7890480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -7890483.000000 Penalty: 5428.229980
	Iteration 124Q: 3 clusters Score -7890483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -7890479.000000 Penalty: 5428.229980
	Iteration 125Q: 3 clusters Score -7890479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -7890481.500000 Penalty: 5428.229980
	Iteration 126Q: 3 clusters Score -7890482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -7890472.500000 Penalty: 5428.229980
	Iteration 127Q: 3 clusters Score -7890472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -7890482.000000 Penalty: 5428.229980
	Iteration 128Q: 3 clusters Score -7890482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -7890483.000000 Penalty: 5428.229980
	Iteration 129Q: 3 clusters Score -7890483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -7890489.500000 Penalty: 5428.229980
	Iteration 130Q: 3 clusters Score -7890490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -7890490.000000 Penalty: 5428.229980
	Iteration 131Q: 3 clusters Score -7890490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -7890480.500000 Penalty: 5428.229980
	Iteration 132Q: 3 clusters Score -7890480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -7890477.000000 Penalty: 5428.229980
	Iteration 133Q: 3 clusters Score -7890477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -7890468.500000 Penalty: 5428.229980
	Iteration 134Q: 3 clusters Score -7890468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -7890469.000000 Penalty: 5428.229980
	Iteration 135Q: 3 clusters Score -7890469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -7890475.500000 Penalty: 5428.229980
	Iteration 136Q: 3 clusters Score -7890476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -7890473.500000 Penalty: 5428.229980
	Iteration 137Q: 3 clusters Score -7890474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -7890466.000000 Penalty: 5428.229980
	Iteration 138Q: 3 clusters Score -7890466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -7890469.500000 Penalty: 5428.229980
	Iteration 139Q: 3 clusters Score -7890470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -7890475.500000 Penalty: 5428.229980
	Iteration 140F: 3 clusters Score -7890476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -7890479.500000 Penalty: 5428.229980
	Iteration 141Q: 3 clusters Score -7890480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -7890477.000000 Penalty: 5428.229980
	Iteration 142Q: 3 clusters Score -7890477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -7890480.500000 Penalty: 5428.229980
	Iteration 143Q: 3 clusters Score -7890480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -7890477.500000 Penalty: 5428.229980
	Iteration 144Q: 3 clusters Score -7890478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -7890472.500000 Penalty: 5428.229980
	Iteration 145Q: 3 clusters Score -7890472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -7890482.000000 Penalty: 5428.229980
	Iteration 146Q: 3 clusters Score -7890482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -7890475.500000 Penalty: 5428.229980
	Iteration 147Q: 3 clusters Score -7890476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -7890472.000000 Penalty: 5428.229980
	Iteration 148Q: 3 clusters Score -7890472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -7890476.500000 Penalty: 5428.229980
	Iteration 149Q: 3 clusters Score -7890476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -7890473.500000 Penalty: 5428.229980
	Iteration 150Q: 3 clusters Score -7890474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -7890471.500000 Penalty: 5428.229980
	Iteration 151Q: 3 clusters Score -7890472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -7890474.000000 Penalty: 5428.229980
	Iteration 152Q: 3 clusters Score -7890474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -7890471.500000 Penalty: 5428.229980
	Iteration 153Q: 3 clusters Score -7890472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -7890472.000000 Penalty: 5428.229980
	Iteration 154Q: 3 clusters Score -7890472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -7890469.500000 Penalty: 5428.229980
	Iteration 155Q: 3 clusters Score -7890470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -7890468.000000 Penalty: 5428.229980
	Iteration 156Q: 3 clusters Score -7890468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -7890465.000000 Penalty: 5428.229980
	Iteration 157Q: 3 clusters Score -7890465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -7890465.000000 Penalty: 5428.229980
	Iteration 158Q: 3 clusters Score -7890465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -7890461.500000 Penalty: 5428.229980
	Iteration 159Q: 3 clusters Score -7890462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -7890462.000000 Penalty: 5428.229980
	Iteration 160F: 3 clusters Score -7890462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -7890460.500000 Penalty: 5428.229980
	Iteration 161Q: 3 clusters Score -7890460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -7890462.500000 Penalty: 5428.229980
	Iteration 162Q: 3 clusters Score -7890462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -7890464.000000 Penalty: 5428.229980
	Iteration 163Q: 3 clusters Score -7890464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -7890459.000000 Penalty: 5428.229980
	Iteration 164Q: 3 clusters Score -7890459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -7890456.000000 Penalty: 5428.229980
	Iteration 165Q: 3 clusters Score -7890456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -7890454.500000 Penalty: 5428.229980
	Iteration 166Q: 3 clusters Score -7890454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -7890456.000000 Penalty: 5428.229980
	Iteration 167Q: 3 clusters Score -7890456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -7890456.000000 Penalty: 5428.229980
	Iteration 168F: 3 clusters Score -7890456 nChanged 0
--- Evaluating fit on full set of 2991666 points ---
Entering Unmasked Estep 
Score: -398471840.000000 Penalty: 85054.289062
24->24 Clusters: Score -398471840.000000, best is -400983392.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 997222 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 41390 members 
Mstep: Class 3 contains 41516 members 
Mstep: Class 4 contains 41663 members 
Mstep: Class 5 contains 41665 members 
Mstep: Class 6 contains 41656 members 
Mstep: Class 7 contains 41473 members 
Mstep: Class 8 contains 41705 members 
Mstep: Class 9 contains 41399 members 
Mstep: Class 10 contains 41708 members 
Mstep: Class 11 contains 41606 members 
Mstep: Class 12 contains 41591 members 
Mstep: Class 13 contains 41675 members 
Mstep: Class 14 contains 41436 members 
Mstep: Class 15 contains 41414 members 
Mstep: Class 16 contains 41664 members 
Mstep: Class 17 contains 41657 members 
Mstep: Class 18 contains 41176 members 
Mstep: Class 19 contains 41574 members 
Mstep: Class 20 contains 41599 members 
Mstep: Class 21 contains 41839 members 
Mstep: Class 22 contains 41509 members 
Mstep: Class 23 contains 41741 members 
Mstep: Class 24 contains 41429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 518.560669 but Gain 3425.554688
Score: -130893512.000000 Penalty: 78787.804688
Iteration 0F: 24 clusters Score -1.308935e+08 nChanged 952714
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 70600 members 
Mstep: Class 3 contains 32771 members 
Mstep: Class 4 contains 33070 members 
Mstep: Class 5 contains 26198 members 
Mstep: Class 7 contains 47661 members 
Mstep: Class 8 contains 11615 members 
Mstep: Class 9 contains 49800 members 
Mstep: Class 10 contains 24717 members 
Mstep: Class 11 contains 14149 members 
Mstep: Class 12 contains 19468 members 
Mstep: Class 13 contains 104892 members 
Mstep: Class 14 contains 74393 members 
Mstep: Class 15 contains 74154 members 
Mstep: Class 16 contains 201504 members 
Mstep: Class 17 contains 20134 members 
Mstep: Class 18 contains 4496 members 
Mstep: Class 19 contains 8386 members 
Mstep: Class 20 contains 34508 members 
Mstep: Class 21 contains 17762 members 
Mstep: Class 22 contains 62024 members 
Mstep: Class 23 contains 42573 members 
Mstep: Class 24 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143080.000000 Penalty: 78787.804688
Iteration 1F: 24 clusters Score -1.341431e+08 nChanged 374698
Entering Unmasked Mstep 
Mstep: Class 0 contains 963 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 61584 members 
Mstep: Class 3 contains 21692 members 
Mstep: Class 4 contains 28405 members 
Mstep: Class 5 contains 16961 members 
Mstep: Class 7 contains 31216 members 
Mstep: Class 8 contains 4950 members 
Mstep: Class 9 contains 52049 members 
Mstep: Class 10 contains 24442 members 
Mstep: Class 11 contains 17395 members 
Mstep: Class 12 contains 11884 members 
Mstep: Class 13 contains 111587 members 
Mstep: Class 14 contains 68324 members 
Mstep: Class 15 contains 82014 members 
Mstep: Class 16 contains 309788 members 
Mstep: Class 17 contains 19839 members 
Mstep: Class 18 contains 2326 members 
Mstep: Class 19 contains 8509 members 
Mstep: Class 20 contains 26603 members 
Mstep: Class 21 contains 8908 members 
Mstep: Class 22 contains 45355 members 
Mstep: Class 23 contains 26406 members 
Mstep: Class 24 contains 4255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134758336.000000 Penalty: 78787.804688
Iteration 2F: 24 clusters Score -1.347583e+08 nChanged 258785
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 47059 members 
Mstep: Class 3 contains 17125 members 
Mstep: Class 4 contains 27646 members 
Mstep: Class 5 contains 10165 members 
Mstep: Class 7 contains 19040 members 
Mstep: Class 8 contains 1762 members 
Mstep: Class 9 contains 49331 members 
Mstep: Class 10 contains 24393 members 
Mstep: Class 11 contains 21020 members 
Mstep: Class 12 contains 7390 members 
Mstep: Class 13 contains 120339 members 
Mstep: Class 14 contains 83080 members 
Mstep: Class 15 contains 85049 members 
Mstep: Class 16 contains 348699 members 
Mstep: Class 17 contains 19123 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 8402 members 
Mstep: Class 20 contains 23013 members 
Mstep: Class 21 contains 6529 members 
Mstep: Class 22 contains 46317 members 
Mstep: Class 23 contains 17479 members 
Mstep: Class 24 contains 2214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134981136.000000 Penalty: 78787.804688
Iteration 3F: 24 clusters Score -1.349811e+08 nChanged 190327
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 35735 members 
Mstep: Class 3 contains 13983 members 
Mstep: Class 4 contains 32427 members 
Mstep: Class 5 contains 7053 members 
Mstep: Class 7 contains 12099 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 49044 members 
Mstep: Class 10 contains 24065 members 
Mstep: Class 11 contains 19038 members 
Mstep: Class 12 contains 5068 members 
Mstep: Class 13 contains 145904 members 
Mstep: Class 14 contains 107125 members 
Mstep: Class 15 contains 90999 members 
Mstep: Class 16 contains 320953 members 
Mstep: Class 17 contains 16739 members 
Mstep: Class 18 contains 1477 members 
Mstep: Class 19 contains 6814 members 
Mstep: Class 20 contains 22680 members 
Mstep: Class 21 contains 5309 members 
Mstep: Class 22 contains 57418 members 
Mstep: Class 23 contains 11611 members 
Mstep: Class 24 contains 2047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135199552.000000 Penalty: 78787.804688
Iteration 4F: 24 clusters Score -1.351996e+08 nChanged 155073
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 24788 members 
Mstep: Class 3 contains 9502 members 
Mstep: Class 4 contains 38661 members 
Mstep: Class 5 contains 5272 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 603 members 
Mstep: Class 9 contains 47031 members 
Mstep: Class 10 contains 21500 members 
Mstep: Class 11 contains 17474 members 
Mstep: Class 12 contains 3351 members 
Mstep: Class 13 contains 179019 members 
Mstep: Class 14 contains 125387 members 
Mstep: Class 15 contains 92807 members 
Mstep: Class 16 contains 289161 members 
Mstep: Class 17 contains 14894 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 5109 members 
Mstep: Class 20 contains 23588 members 
Mstep: Class 21 contains 4351 members 
Mstep: Class 22 contains 70032 members 
Mstep: Class 23 contains 6030 members 
Mstep: Class 24 contains 1937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2183.118896 but Gain 3425.554688
Score: -135356816.000000 Penalty: 75362.250000
Iteration 5F: 23 clusters Score -1.353568e+08 nChanged 134906
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 15936 members 
Mstep: Class 3 contains 5402 members 
Mstep: Class 4 contains 44634 members 
Mstep: Class 5 contains 4264 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 44485 members 
Mstep: Class 10 contains 18179 members 
Mstep: Class 11 contains 16843 members 
Mstep: Class 12 contains 2266 members 
Mstep: Class 13 contains 215504 members 
Mstep: Class 14 contains 135263 members 
Mstep: Class 15 contains 91671 members 
Mstep: Class 16 contains 259535 members 
Mstep: Class 17 contains 13947 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 4066 members 
Mstep: Class 20 contains 24486 members 
Mstep: Class 21 contains 3694 members 
Mstep: Class 22 contains 80636 members 
Mstep: Class 24 contains 1832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1650.719360 but Gain 3425.554688
Score: -135486032.000000 Penalty: 71936.695312
Iteration 6F: 22 clusters Score -1.35486e+08 nChanged 108798
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 9746 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 49369 members 
Mstep: Class 5 contains 3669 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 42660 members 
Mstep: Class 10 contains 15462 members 
Mstep: Class 11 contains 16686 members 
Mstep: Class 12 contains 1596 members 
Mstep: Class 13 contains 248037 members 
Mstep: Class 14 contains 135670 members 
Mstep: Class 15 contains 89677 members 
Mstep: Class 16 contains 235014 members 
Mstep: Class 17 contains 13473 members 
Mstep: Class 18 contains 1421 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 24790 members 
Mstep: Class 21 contains 3230 members 
Mstep: Class 22 contains 87854 members 
Mstep: Class 24 contains 1829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1509.545654 but Gain 3425.562500
Score: -135570640.000000 Penalty: 68511.132812
Iteration 7F: 21 clusters Score -1.355706e+08 nChanged 96377
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 5867 members 
Mstep: Class 4 contains 53299 members 
Mstep: Class 5 contains 3193 members 
Mstep: Class 8 contains 460 members 
Mstep: Class 9 contains 41948 members 
Mstep: Class 10 contains 13361 members 
Mstep: Class 11 contains 16737 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 280836 members 
Mstep: Class 14 contains 129574 members 
Mstep: Class 15 contains 89685 members 
Mstep: Class 16 contains 211169 members 
Mstep: Class 17 contains 13209 members 
Mstep: Class 18 contains 1440 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24816 members 
Mstep: Class 21 contains 2836 members 
Mstep: Class 22 contains 91160 members 
Mstep: Class 24 contains 1839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2034.494019 but Gain 3425.554688
Score: -135608336.000000 Penalty: 65085.578125
Iteration 8F: 20 clusters Score -1.356083e+08 nChanged 90135
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 3857 members 
Mstep: Class 4 contains 57176 members 
Mstep: Class 5 contains 2720 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 41785 members 
Mstep: Class 10 contains 11935 members 
Mstep: Class 11 contains 16742 members 
Mstep: Class 13 contains 305389 members 
Mstep: Class 14 contains 122364 members 
Mstep: Class 15 contains 92929 members 
Mstep: Class 16 contains 190912 members 
Mstep: Class 17 contains 12969 members 
Mstep: Class 18 contains 1481 members 
Mstep: Class 19 contains 3522 members 
Mstep: Class 20 contains 24868 members 
Mstep: Class 21 contains 2742 members 
Mstep: Class 22 contains 91625 members 
Mstep: Class 24 contains 1852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2401.189941 but Gain 3425.554688
Score: -135610768.000000 Penalty: 61660.023438
Iteration 9F: 19 clusters Score -1.356108e+08 nChanged 71203
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 4 contains 60641 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 9 contains 42368 members 
Mstep: Class 10 contains 11150 members 
Mstep: Class 11 contains 16643 members 
Mstep: Class 13 contains 310625 members 
Mstep: Class 14 contains 121507 members 
Mstep: Class 15 contains 100092 members 
Mstep: Class 16 contains 179998 members 
Mstep: Class 17 contains 12578 members 
Mstep: Class 18 contains 1497 members 
Mstep: Class 19 contains 3627 members 
Mstep: Class 20 contains 24919 members 
Mstep: Class 21 contains 2717 members 
Mstep: Class 22 contains 91065 members 
Mstep: Class 24 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135619632.000000 Penalty: 61660.023438
Iteration 10F: 19 clusters Score -1.356196e+08 nChanged 52134
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 2552 members 
Mstep: Class 4 contains 64305 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 43079 members 
Mstep: Class 10 contains 10600 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 13 contains 306716 members 
Mstep: Class 14 contains 123283 members 
Mstep: Class 15 contains 107540 members 
Mstep: Class 16 contains 173765 members 
Mstep: Class 17 contains 11998 members 
Mstep: Class 18 contains 1505 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 24904 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 88519 members 
Mstep: Class 24 contains 1866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135633200.000000 Penalty: 61660.023438
Iteration 11F: 19 clusters Score -1.356332e+08 nChanged 41955
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 2442 members 
Mstep: Class 4 contains 68184 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 43639 members 
Mstep: Class 10 contains 10172 members 
Mstep: Class 11 contains 16805 members 
Mstep: Class 13 contains 300371 members 
Mstep: Class 14 contains 125893 members 
Mstep: Class 15 contains 115723 members 
Mstep: Class 16 contains 168473 members 
Mstep: Class 17 contains 11345 members 
Mstep: Class 18 contains 1506 members 
Mstep: Class 19 contains 3966 members 
Mstep: Class 20 contains 24824 members 
Mstep: Class 21 contains 2682 members 
Mstep: Class 22 contains 85611 members 
Mstep: Class 24 contains 1866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135648368.000000 Penalty: 61660.023438
Iteration 12Q: 19 clusters Score -1.356484e+08 nChanged 35562
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 2456 members 
Mstep: Class 4 contains 72212 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 44010 members 
Mstep: Class 10 contains 9780 members 
Mstep: Class 11 contains 16982 members 
Mstep: Class 13 contains 293880 members 
Mstep: Class 14 contains 128784 members 
Mstep: Class 15 contains 123946 members 
Mstep: Class 16 contains 163025 members 
Mstep: Class 17 contains 10695 members 
Mstep: Class 18 contains 1505 members 
Mstep: Class 19 contains 4209 members 
Mstep: Class 20 contains 24711 members 
Mstep: Class 21 contains 2696 members 
Mstep: Class 22 contains 82598 members 
Mstep: Class 24 contains 1864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135660976.000000 Penalty: 61660.023438
Iteration 13Q: 19 clusters Score -1.35661e+08 nChanged 32161
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 2515 members 
Mstep: Class 4 contains 76306 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 44239 members 
Mstep: Class 10 contains 9412 members 
Mstep: Class 11 contains 17207 members 
Mstep: Class 13 contains 287319 members 
Mstep: Class 14 contains 132034 members 
Mstep: Class 15 contains 132231 members 
Mstep: Class 16 contains 157419 members 
Mstep: Class 17 contains 10039 members 
Mstep: Class 18 contains 1505 members 
Mstep: Class 19 contains 4550 members 
Mstep: Class 20 contains 24569 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 79438 members 
Mstep: Class 24 contains 1865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135672416.000000 Penalty: 61660.023438
Iteration 14Q: 19 clusters Score -1.356724e+08 nChanged 29950
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 2652 members 
Mstep: Class 4 contains 80309 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 44225 members 
Mstep: Class 10 contains 9019 members 
Mstep: Class 11 contains 17502 members 
Mstep: Class 13 contains 280183 members 
Mstep: Class 14 contains 135664 members 
Mstep: Class 15 contains 140554 members 
Mstep: Class 16 contains 152355 members 
Mstep: Class 17 contains 9440 members 
Mstep: Class 18 contains 1506 members 
Mstep: Class 19 contains 4885 members 
Mstep: Class 20 contains 24368 members 
Mstep: Class 21 contains 2733 members 
Mstep: Class 22 contains 76035 members 
Mstep: Class 24 contains 1867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135686208.000000 Penalty: 61660.023438
Iteration 15Q: 19 clusters Score -1.356862e+08 nChanged 28526
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 4 contains 84123 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 44031 members 
Mstep: Class 10 contains 8653 members 
Mstep: Class 11 contains 17836 members 
Mstep: Class 13 contains 273088 members 
Mstep: Class 14 contains 139541 members 
Mstep: Class 15 contains 148850 members 
Mstep: Class 16 contains 147537 members 
Mstep: Class 17 contains 8860 members 
Mstep: Class 18 contains 1506 members 
Mstep: Class 19 contains 5160 members 
Mstep: Class 20 contains 24084 members 
Mstep: Class 21 contains 2820 members 
Mstep: Class 22 contains 72451 members 
Mstep: Class 24 contains 1873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135698944.000000 Penalty: 61660.023438
Iteration 16Q: 19 clusters Score -1.356989e+08 nChanged 27470
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 4 contains 87661 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 43725 members 
Mstep: Class 10 contains 8327 members 
Mstep: Class 11 contains 18208 members 
Mstep: Class 13 contains 266501 members 
Mstep: Class 14 contains 143454 members 
Mstep: Class 15 contains 156911 members 
Mstep: Class 16 contains 142817 members 
Mstep: Class 17 contains 8289 members 
Mstep: Class 18 contains 1507 members 
Mstep: Class 19 contains 5433 members 
Mstep: Class 20 contains 23709 members 
Mstep: Class 21 contains 2917 members 
Mstep: Class 22 contains 68853 members 
Mstep: Class 24 contains 1876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135709696.000000 Penalty: 61660.023438
Iteration 17Q: 19 clusters Score -1.357097e+08 nChanged 26577
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 4 contains 91048 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 43298 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 18676 members 
Mstep: Class 13 contains 260185 members 
Mstep: Class 14 contains 147434 members 
Mstep: Class 15 contains 164729 members 
Mstep: Class 16 contains 138227 members 
Mstep: Class 17 contains 7779 members 
Mstep: Class 18 contains 1509 members 
Mstep: Class 19 contains 5660 members 
Mstep: Class 20 contains 23290 members 
Mstep: Class 21 contains 2990 members 
Mstep: Class 22 contains 65251 members 
Mstep: Class 24 contains 1876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135718752.000000 Penalty: 61660.023438
Iteration 18Q: 19 clusters Score -1.357188e+08 nChanged 25622
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 3407 members 
Mstep: Class 4 contains 94281 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 42757 members 
Mstep: Class 10 contains 7835 members 
Mstep: Class 11 contains 19114 members 
Mstep: Class 13 contains 254721 members 
Mstep: Class 14 contains 151603 members 
Mstep: Class 15 contains 171957 members 
Mstep: Class 16 contains 133377 members 
Mstep: Class 17 contains 7304 members 
Mstep: Class 18 contains 1509 members 
Mstep: Class 19 contains 5896 members 
Mstep: Class 20 contains 22774 members 
Mstep: Class 21 contains 3080 members 
Mstep: Class 22 contains 61735 members 
Mstep: Class 24 contains 1875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135725280.000000 Penalty: 61660.023438
Iteration 19Q: 19 clusters Score -1.357253e+08 nChanged 24611
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 3574 members 
Mstep: Class 4 contains 97358 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 42159 members 
Mstep: Class 10 contains 7656 members 
Mstep: Class 11 contains 19613 members 
Mstep: Class 13 contains 249306 members 
Mstep: Class 14 contains 155877 members 
Mstep: Class 15 contains 178738 members 
Mstep: Class 16 contains 128752 members 
Mstep: Class 17 contains 6893 members 
Mstep: Class 18 contains 1508 members 
Mstep: Class 19 contains 6149 members 
Mstep: Class 20 contains 22205 members 
Mstep: Class 21 contains 3161 members 
Mstep: Class 22 contains 58340 members 
Mstep: Class 24 contains 1876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135731856.000000 Penalty: 61660.023438
Iteration 20F: 19 clusters Score -1.357319e+08 nChanged 23042
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 3704 members 
Mstep: Class 4 contains 100369 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 41517 members 
Mstep: Class 10 contains 7501 members 
Mstep: Class 11 contains 20175 members 
Mstep: Class 13 contains 244507 members 
Mstep: Class 14 contains 159947 members 
Mstep: Class 15 contains 184487 members 
Mstep: Class 16 contains 124359 members 
Mstep: Class 17 contains 6528 members 
Mstep: Class 18 contains 1508 members 
Mstep: Class 19 contains 6366 members 
Mstep: Class 20 contains 21678 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 55363 members 
Mstep: Class 24 contains 1874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135737088.000000 Penalty: 61660.023438
Iteration 21Q: 19 clusters Score -1.357371e+08 nChanged 21218
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 3801 members 
Mstep: Class 4 contains 103295 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 40753 members 
Mstep: Class 10 contains 7364 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 13 contains 240476 members 
Mstep: Class 14 contains 163678 members 
Mstep: Class 15 contains 189075 members 
Mstep: Class 16 contains 120362 members 
Mstep: Class 17 contains 6200 members 
Mstep: Class 18 contains 1508 members 
Mstep: Class 19 contains 6564 members 
Mstep: Class 20 contains 21143 members 
Mstep: Class 21 contains 3271 members 
Mstep: Class 22 contains 52909 members 
Mstep: Class 24 contains 1874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135741648.000000 Penalty: 61660.023438
Iteration 22Q: 19 clusters Score -1.357416e+08 nChanged 19608
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 3892 members 
Mstep: Class 4 contains 106201 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 39893 members 
Mstep: Class 10 contains 7321 members 
Mstep: Class 11 contains 21361 members 
Mstep: Class 13 contains 237043 members 
Mstep: Class 14 contains 167010 members 
Mstep: Class 15 contains 192708 members 
Mstep: Class 16 contains 116860 members 
Mstep: Class 17 contains 5924 members 
Mstep: Class 18 contains 1509 members 
Mstep: Class 19 contains 6758 members 
Mstep: Class 20 contains 20550 members 
Mstep: Class 21 contains 3284 members 
Mstep: Class 22 contains 50729 members 
Mstep: Class 24 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135746576.000000 Penalty: 61660.023438
Iteration 23Q: 19 clusters Score -1.357466e+08 nChanged 18432
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 3969 members 
Mstep: Class 4 contains 108908 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 39036 members 
Mstep: Class 10 contains 7287 members 
Mstep: Class 11 contains 21978 members 
Mstep: Class 13 contains 234139 members 
Mstep: Class 14 contains 170193 members 
Mstep: Class 15 contains 195524 members 
Mstep: Class 16 contains 113783 members 
Mstep: Class 17 contains 5665 members 
Mstep: Class 18 contains 1509 members 
Mstep: Class 19 contains 6942 members 
Mstep: Class 20 contains 19895 members 
Mstep: Class 21 contains 3290 members 
Mstep: Class 22 contains 48834 members 
Mstep: Class 24 contains 1870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135750624.000000 Penalty: 61660.023438
Iteration 24Q: 19 clusters Score -1.357506e+08 nChanged 17309
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 4 contains 111453 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 38133 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 22620 members 
Mstep: Class 13 contains 231668 members 
Mstep: Class 14 contains 173127 members 
Mstep: Class 15 contains 197655 members 
Mstep: Class 16 contains 111164 members 
Mstep: Class 17 contains 5469 members 
Mstep: Class 18 contains 1510 members 
Mstep: Class 19 contains 7100 members 
Mstep: Class 20 contains 19274 members 
Mstep: Class 21 contains 3293 members 
Mstep: Class 22 contains 47171 members 
Mstep: Class 24 contains 1870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135754864.000000 Penalty: 61660.023438
Iteration 25Q: 19 clusters Score -1.357549e+08 nChanged 16762
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 4048 members 
Mstep: Class 4 contains 114030 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 37202 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 23306 members 
Mstep: Class 13 contains 229538 members 
Mstep: Class 14 contains 175847 members 
Mstep: Class 15 contains 199175 members 
Mstep: Class 16 contains 108678 members 
Mstep: Class 17 contains 5293 members 
Mstep: Class 18 contains 1510 members 
Mstep: Class 19 contains 7251 members 
Mstep: Class 20 contains 18713 members 
Mstep: Class 21 contains 3302 members 
Mstep: Class 22 contains 45700 members 
Mstep: Class 24 contains 1871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135757824.000000 Penalty: 61660.023438
Iteration 26Q: 19 clusters Score -1.357578e+08 nChanged 16350
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 4043 members 
Mstep: Class 4 contains 116819 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 36185 members 
Mstep: Class 10 contains 7215 members 
Mstep: Class 11 contains 23977 members 
Mstep: Class 13 contains 227663 members 
Mstep: Class 14 contains 178471 members 
Mstep: Class 15 contains 200229 members 
Mstep: Class 16 contains 106093 members 
Mstep: Class 17 contains 5143 members 
Mstep: Class 18 contains 1509 members 
Mstep: Class 19 contains 7382 members 
Mstep: Class 20 contains 18169 members 
Mstep: Class 21 contains 3307 members 
Mstep: Class 22 contains 44548 members 
Mstep: Class 24 contains 1871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135760336.000000 Penalty: 61660.023438
Iteration 27Q: 19 clusters Score -1.357603e+08 nChanged 16127
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 4034 members 
Mstep: Class 4 contains 119807 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 35191 members 
Mstep: Class 10 contains 7215 members 
Mstep: Class 11 contains 24621 members 
Mstep: Class 13 contains 225813 members 
Mstep: Class 14 contains 181073 members 
Mstep: Class 15 contains 200845 members 
Mstep: Class 16 contains 103507 members 
Mstep: Class 17 contains 5014 members 
Mstep: Class 18 contains 1509 members 
Mstep: Class 19 contains 7481 members 
Mstep: Class 20 contains 17721 members 
Mstep: Class 21 contains 3303 members 
Mstep: Class 22 contains 43605 members 
Mstep: Class 24 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135763232.000000 Penalty: 61660.023438
Iteration 28Q: 19 clusters Score -1.357632e+08 nChanged 16222
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 4003 members 
Mstep: Class 4 contains 123018 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 34198 members 
Mstep: Class 10 contains 7225 members 
Mstep: Class 11 contains 25224 members 
Mstep: Class 13 contains 223915 members 
Mstep: Class 14 contains 183828 members 
Mstep: Class 15 contains 201229 members 
Mstep: Class 16 contains 100739 members 
Mstep: Class 17 contains 4897 members 
Mstep: Class 18 contains 1510 members 
Mstep: Class 19 contains 7581 members 
Mstep: Class 20 contains 17256 members 
Mstep: Class 21 contains 3312 members 
Mstep: Class 22 contains 42813 members 
Mstep: Class 24 contains 1871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135764288.000000 Penalty: 61660.023438
Iteration 29Q: 19 clusters Score -1.357643e+08 nChanged 16064
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 4 contains 126490 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 33158 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 25837 members 
Mstep: Class 13 contains 221980 members 
Mstep: Class 14 contains 186535 members 
Mstep: Class 15 contains 201465 members 
Mstep: Class 16 contains 97737 members 
Mstep: Class 17 contains 4794 members 
Mstep: Class 18 contains 1510 members 
Mstep: Class 19 contains 7650 members 
Mstep: Class 20 contains 16859 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 42172 members 
Mstep: Class 24 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135767584.000000 Penalty: 61660.023438
Iteration 30Q: 19 clusters Score -1.357676e+08 nChanged 16131
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 3913 members 
Mstep: Class 4 contains 130265 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 32084 members 
Mstep: Class 10 contains 7300 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 13 contains 219722 members 
Mstep: Class 14 contains 189373 members 
Mstep: Class 15 contains 201580 members 
Mstep: Class 16 contains 94595 members 
Mstep: Class 17 contains 4682 members 
Mstep: Class 18 contains 1510 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 16522 members 
Mstep: Class 21 contains 3401 members 
Mstep: Class 22 contains 41687 members 
Mstep: Class 24 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135770080.000000 Penalty: 61660.023438
Iteration 31Q: 19 clusters Score -1.357701e+08 nChanged 16283
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 3874 members 
Mstep: Class 4 contains 134517 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 30957 members 
Mstep: Class 10 contains 7330 members 
Mstep: Class 11 contains 27087 members 
Mstep: Class 13 contains 216955 members 
Mstep: Class 14 contains 192481 members 
Mstep: Class 15 contains 201638 members 
Mstep: Class 16 contains 91164 members 
Mstep: Class 17 contains 4585 members 
Mstep: Class 18 contains 1510 members 
Mstep: Class 19 contains 7799 members 
Mstep: Class 20 contains 16247 members 
Mstep: Class 21 contains 3434 members 
Mstep: Class 22 contains 41267 members 
Mstep: Class 24 contains 1871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135773456.000000 Penalty: 61660.023438
Iteration 32Q: 19 clusters Score -1.357735e+08 nChanged 16518
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 3849 members 
Mstep: Class 4 contains 139170 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 29821 members 
Mstep: Class 10 contains 7374 members 
Mstep: Class 11 contains 27710 members 
Mstep: Class 13 contains 213831 members 
Mstep: Class 14 contains 195671 members 
Mstep: Class 15 contains 201710 members 
Mstep: Class 16 contains 87559 members 
Mstep: Class 17 contains 4500 members 
Mstep: Class 18 contains 1510 members 
Mstep: Class 19 contains 7844 members 
Mstep: Class 20 contains 15958 members 
Mstep: Class 21 contains 3453 members 
Mstep: Class 22 contains 40928 members 
Mstep: Class 24 contains 1871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135775984.000000 Penalty: 61660.023438
Iteration 33Q: 19 clusters Score -1.35776e+08 nChanged 16879
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 3805 members 
Mstep: Class 4 contains 144424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 28626 members 
Mstep: Class 10 contains 7433 members 
Mstep: Class 11 contains 28331 members 
Mstep: Class 13 contains 210485 members 
Mstep: Class 14 contains 198865 members 
Mstep: Class 15 contains 201713 members 
Mstep: Class 16 contains 83635 members 
Mstep: Class 17 contains 4426 members 
Mstep: Class 18 contains 1510 members 
Mstep: Class 19 contains 7877 members 
Mstep: Class 20 contains 15706 members 
Mstep: Class 21 contains 3470 members 
Mstep: Class 22 contains 40634 members 
Mstep: Class 24 contains 1869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135779152.000000 Penalty: 61660.023438
Iteration 34Q: 19 clusters Score -1.357792e+08 nChanged 16736
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 3769 members 
Mstep: Class 4 contains 150056 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 27431 members 
Mstep: Class 10 contains 7517 members 
Mstep: Class 11 contains 28972 members 
Mstep: Class 13 contains 206682 members 
Mstep: Class 14 contains 202298 members 
Mstep: Class 15 contains 201772 members 
Mstep: Class 16 contains 79427 members 
Mstep: Class 17 contains 4387 members 
Mstep: Class 18 contains 1511 members 
Mstep: Class 19 contains 7910 members 
Mstep: Class 20 contains 15465 members 
Mstep: Class 21 contains 3482 members 
Mstep: Class 22 contains 40325 members 
Mstep: Class 24 contains 1868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135781200.000000 Penalty: 61660.023438
Iteration 35Q: 19 clusters Score -1.357812e+08 nChanged 17007
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 3717 members 
Mstep: Class 4 contains 156340 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 26309 members 
Mstep: Class 10 contains 7586 members 
Mstep: Class 11 contains 29596 members 
Mstep: Class 13 contains 202382 members 
Mstep: Class 14 contains 206084 members 
Mstep: Class 15 contains 201822 members 
Mstep: Class 16 contains 74579 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 1512 members 
Mstep: Class 19 contains 7952 members 
Mstep: Class 20 contains 15255 members 
Mstep: Class 21 contains 3509 members 
Mstep: Class 22 contains 40068 members 
Mstep: Class 24 contains 1867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135784800.000000 Penalty: 61660.023438
Iteration 36Q: 19 clusters Score -1.357848e+08 nChanged 17308
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 3696 members 
Mstep: Class 4 contains 162997 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 25272 members 
Mstep: Class 10 contains 7588 members 
Mstep: Class 11 contains 30246 members 
Mstep: Class 13 contains 197796 members 
Mstep: Class 14 contains 210009 members 
Mstep: Class 15 contains 201800 members 
Mstep: Class 16 contains 69403 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 1513 members 
Mstep: Class 19 contains 7980 members 
Mstep: Class 20 contains 15085 members 
Mstep: Class 21 contains 3527 members 
Mstep: Class 22 contains 39880 members 
Mstep: Class 24 contains 1867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135789008.000000 Penalty: 61660.023438
Iteration 37Q: 19 clusters Score -1.35789e+08 nChanged 17770
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 3677 members 
Mstep: Class 4 contains 169748 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 24497 members 
Mstep: Class 10 contains 7543 members 
Mstep: Class 11 contains 30877 members 
Mstep: Class 13 contains 193010 members 
Mstep: Class 14 contains 214193 members 
Mstep: Class 15 contains 201815 members 
Mstep: Class 16 contains 63776 members 
Mstep: Class 17 contains 4302 members 
Mstep: Class 18 contains 1513 members 
Mstep: Class 19 contains 8012 members 
Mstep: Class 20 contains 14942 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 39733 members 
Mstep: Class 24 contains 1867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135791520.000000 Penalty: 61660.023438
Iteration 38Q: 19 clusters Score -1.357915e+08 nChanged 17413
Entering ConstructFrom: 
Score: -135791520.000000 Penalty: 61660.023438
Entering ConstructFrom: 
Trying to split cluster 1 (13616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Entering Unmasked Estep 
Score: -1804854.875000 Penalty: 2360.712158
	Iteration 0F: 2 clusters Score -1804855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1794827.875000 Penalty: 4721.424316
	Iteration 0F: 3 clusters Score -1794828 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1797976.750000 Penalty: 4721.424316
	Iteration 1F: 3 clusters Score -1797977 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1798305.750000 Penalty: 4721.424316
	Iteration 2F: 3 clusters Score -1798306 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1798609.500000 Penalty: 4721.424316
	Iteration 3F: 3 clusters Score -1798610 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1798845.750000 Penalty: 4721.424316
	Iteration 4Q: 3 clusters Score -1798846 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1799093.000000 Penalty: 4721.424316
	Iteration 5Q: 3 clusters Score -1799093 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1799390.125000 Penalty: 4721.424316
	Iteration 6Q: 3 clusters Score -1799390 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1799752.000000 Penalty: 4721.424316
	Iteration 7Q: 3 clusters Score -1799752 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1800162.750000 Penalty: 4721.424316
	Iteration 8Q: 3 clusters Score -1800163 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1800536.125000 Penalty: 4721.424316
	Iteration 9Q: 3 clusters Score -1800536 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1800838.875000 Penalty: 4721.424316
	Iteration 10Q: 3 clusters Score -1800839 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1801062.750000 Penalty: 4721.424316
	Iteration 11Q: 3 clusters Score -1801063 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1801230.125000 Penalty: 4721.424316
	Iteration 12Q: 3 clusters Score -1801230 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1801365.750000 Penalty: 4721.424316
	Iteration 13Q: 3 clusters Score -1801366 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1801439.500000 Penalty: 4721.424316
	Iteration 14Q: 3 clusters Score -1801440 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1801515.250000 Penalty: 4721.424316
	Iteration 15Q: 3 clusters Score -1801515 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1801562.000000 Penalty: 4721.424316
	Iteration 16Q: 3 clusters Score -1801562 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1801612.000000 Penalty: 4721.424316
	Iteration 17Q: 3 clusters Score -1801612 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1801665.250000 Penalty: 4721.424316
	Iteration 18Q: 3 clusters Score -1801665 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1801717.000000 Penalty: 4721.424316
	Iteration 19Q: 3 clusters Score -1801717 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1801800.250000 Penalty: 4721.424316
	Iteration 20F: 3 clusters Score -1801800 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1801897.750000 Penalty: 4721.424316
	Iteration 21Q: 3 clusters Score -1801898 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1802034.375000 Penalty: 4721.424316
	Iteration 22Q: 3 clusters Score -1802034 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1802252.375000 Penalty: 4721.424316
	Iteration 23Q: 3 clusters Score -1802252 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1802481.000000 Penalty: 4721.424316
	Iteration 24Q: 3 clusters Score -1802481 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1802719.875000 Penalty: 4721.424316
	Iteration 25Q: 3 clusters Score -1802720 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1802908.000000 Penalty: 4721.424316
	Iteration 26Q: 3 clusters Score -1802908 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1803066.375000 Penalty: 4721.424316
	Iteration 27Q: 3 clusters Score -1803066 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1803220.875000 Penalty: 4721.424316
	Iteration 28Q: 3 clusters Score -1803221 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1803387.000000 Penalty: 4721.424316
	Iteration 29Q: 3 clusters Score -1803387 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1803550.125000 Penalty: 4721.424316
	Iteration 30Q: 3 clusters Score -1803550 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1803723.500000 Penalty: 4721.424316
	Iteration 31Q: 3 clusters Score -1803724 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1803900.000000 Penalty: 4721.424316
	Iteration 32Q: 3 clusters Score -1803900 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1804033.875000 Penalty: 4721.424316
	Iteration 33Q: 3 clusters Score -1804034 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1804134.875000 Penalty: 4721.424316
	Iteration 34Q: 3 clusters Score -1804135 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1804219.625000 Penalty: 4721.424316
	Iteration 35Q: 3 clusters Score -1804220 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1804256.750000 Penalty: 4721.424316
	Iteration 36Q: 3 clusters Score -1804257 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1804279.375000 Penalty: 4721.424316
	Iteration 37Q: 3 clusters Score -1804279 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1804295.375000 Penalty: 4721.424316
	Iteration 38Q: 3 clusters Score -1804295 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1804301.125000 Penalty: 4721.424316
	Iteration 39Q: 3 clusters Score -1804301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1804307.625000 Penalty: 4721.424316
	Iteration 40F: 3 clusters Score -1804308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1804317.875000 Penalty: 4721.424316
	Iteration 41Q: 3 clusters Score -1804318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1804324.500000 Penalty: 4721.424316
	Iteration 42Q: 3 clusters Score -1804324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1804322.250000 Penalty: 4721.424316
	Iteration 43Q: 3 clusters Score -1804322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1804325.750000 Penalty: 4721.424316
	Iteration 44Q: 3 clusters Score -1804326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1804325.125000 Penalty: 4721.424316
	Iteration 45Q: 3 clusters Score -1804325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1804325.375000 Penalty: 4721.424316
	Iteration 46Q: 3 clusters Score -1804325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1804328.500000 Penalty: 4721.424316
	Iteration 47Q: 3 clusters Score -1804328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1804328.125000 Penalty: 4721.424316
	Iteration 48Q: 3 clusters Score -1804328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1804330.500000 Penalty: 4721.424316
	Iteration 49Q: 3 clusters Score -1804330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1804332.625000 Penalty: 4721.424316
	Iteration 50Q: 3 clusters Score -1804333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1804331.500000 Penalty: 4721.424316
	Iteration 51Q: 3 clusters Score -1804332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1804333.500000 Penalty: 4721.424316
	Iteration 52Q: 3 clusters Score -1804334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1804333.000000 Penalty: 4721.424316
	Iteration 53Q: 3 clusters Score -1804333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1804333.000000 Penalty: 4721.424316
	Iteration 54F: 3 clusters Score -1804333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Entering Unmasked Estep 
Score: -521040.500000 Penalty: 2036.918701
	Iteration 0F: 2 clusters Score -521040.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -517292.062500 Penalty: 4073.837402
	Iteration 0F: 3 clusters Score -517292.1 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -518100.062500 Penalty: 4073.837402
	Iteration 1F: 3 clusters Score -518100.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -518270.343750 Penalty: 4073.837402
	Iteration 2F: 3 clusters Score -518270.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -518372.531250 Penalty: 4073.837402
	Iteration 3Q: 3 clusters Score -518372.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -518433.843750 Penalty: 4073.837402
	Iteration 4Q: 3 clusters Score -518433.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -518487.937500 Penalty: 4073.837402
	Iteration 5Q: 3 clusters Score -518487.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -518526.000000 Penalty: 4073.837402
	Iteration 6Q: 3 clusters Score -518526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -518557.406250 Penalty: 4073.837402
	Iteration 7Q: 3 clusters Score -518557.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -518594.250000 Penalty: 4073.837402
	Iteration 8Q: 3 clusters Score -518594.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -518630.437500 Penalty: 4073.837402
	Iteration 9Q: 3 clusters Score -518630.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -518661.500000 Penalty: 4073.837402
	Iteration 10Q: 3 clusters Score -518661.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -518692.093750 Penalty: 4073.837402
	Iteration 11Q: 3 clusters Score -518692.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -518717.187500 Penalty: 4073.837402
	Iteration 12Q: 3 clusters Score -518717.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -518738.937500 Penalty: 4073.837402
	Iteration 13Q: 3 clusters Score -518738.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -518755.093750 Penalty: 4073.837402
	Iteration 14Q: 3 clusters Score -518755.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -518776.250000 Penalty: 4073.837402
	Iteration 15Q: 3 clusters Score -518776.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -518809.312500 Penalty: 4073.837402
	Iteration 16Q: 3 clusters Score -518809.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -518847.562500 Penalty: 4073.837402
	Iteration 17Q: 3 clusters Score -518847.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -518881.843750 Penalty: 4073.837402
	Iteration 18Q: 3 clusters Score -518881.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -518917.281250 Penalty: 4073.837402
	Iteration 19Q: 3 clusters Score -518917.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -518956.406250 Penalty: 4073.837402
	Iteration 20F: 3 clusters Score -518956.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -518988.187500 Penalty: 4073.837402
	Iteration 21Q: 3 clusters Score -518988.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -519024.218750 Penalty: 4073.837402
	Iteration 22Q: 3 clusters Score -519024.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -519070.375000 Penalty: 4073.837402
	Iteration 23Q: 3 clusters Score -519070.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -519107.875000 Penalty: 4073.837402
	Iteration 24Q: 3 clusters Score -519107.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -519142.562500 Penalty: 4073.837402
	Iteration 25Q: 3 clusters Score -519142.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -519168.531250 Penalty: 4073.837402
	Iteration 26Q: 3 clusters Score -519168.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -519188.843750 Penalty: 4073.837402
	Iteration 27Q: 3 clusters Score -519188.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -519208.625000 Penalty: 4073.837402
	Iteration 28Q: 3 clusters Score -519208.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -519223.906250 Penalty: 4073.837402
	Iteration 29Q: 3 clusters Score -519223.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -519239.343750 Penalty: 4073.837402
	Iteration 30Q: 3 clusters Score -519239.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -519254.906250 Penalty: 4073.837402
	Iteration 31Q: 3 clusters Score -519254.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -519263.843750 Penalty: 4073.837402
	Iteration 32Q: 3 clusters Score -519263.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -519272.562500 Penalty: 4073.837402
	Iteration 33Q: 3 clusters Score -519272.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -519276.687500 Penalty: 4073.837402
	Iteration 34Q: 3 clusters Score -519276.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -519282.156250 Penalty: 4073.837402
	Iteration 35Q: 3 clusters Score -519282.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -519285.156250 Penalty: 4073.837402
	Iteration 36Q: 3 clusters Score -519285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -519289.156250 Penalty: 4073.837402
	Iteration 37Q: 3 clusters Score -519289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -519289.468750 Penalty: 4073.837402
	Iteration 38Q: 3 clusters Score -519289.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -519290.031250 Penalty: 4073.837402
	Iteration 39Q: 3 clusters Score -519290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -519293.593750 Penalty: 4073.837402
	Iteration 40F: 3 clusters Score -519293.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -519295.656250 Penalty: 4073.837402
	Iteration 41Q: 3 clusters Score -519295.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -519296.406250 Penalty: 4073.837402
	Iteration 42Q: 3 clusters Score -519296.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -519296.656250 Penalty: 4073.837402
	Iteration 43Q: 3 clusters Score -519296.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -519297.062500 Penalty: 4073.837402
	Iteration 44Q: 3 clusters Score -519297.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -519297.062500 Penalty: 4073.837402
	Iteration 45F: 3 clusters Score -519297.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (176209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176209 members 
Entering Unmasked Estep 
Score: -24600616.000000 Penalty: 2995.697510
	Iteration 0F: 2 clusters Score -2.460062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88275 members 
Mstep: Class 2 contains 87934 members 
Entering Unmasked Estep 
Score: -24490222.000000 Penalty: 5991.395020
	Iteration 0F: 3 clusters Score -2.449022e+07 nChanged 84679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91864 members 
Mstep: Class 2 contains 84345 members 
Entering Unmasked Estep 
Score: -24540594.000000 Penalty: 5991.395020
	Iteration 1F: 3 clusters Score -2.454059e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94102 members 
Mstep: Class 2 contains 82107 members 
Entering Unmasked Estep 
Score: -24541934.000000 Penalty: 5991.395020
	Iteration 2Q: 3 clusters Score -2.454193e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97572 members 
Mstep: Class 2 contains 78637 members 
Entering Unmasked Estep 
Score: -24544036.000000 Penalty: 5991.395020
	Iteration 3Q: 3 clusters Score -2.454404e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102794 members 
Mstep: Class 2 contains 73415 members 
Entering Unmasked Estep 
Score: -24547054.000000 Penalty: 5991.395020
	Iteration 4Q: 3 clusters Score -2.454705e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110172 members 
Mstep: Class 2 contains 66037 members 
Entering Unmasked Estep 
Score: -24551558.000000 Penalty: 5991.395020
	Iteration 5F: 3 clusters Score -2.455156e+07 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120013 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -24557448.000000 Penalty: 5991.395020
	Iteration 6F: 3 clusters Score -2.455745e+07 nChanged 12716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132255 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -24565466.000000 Penalty: 5991.395020
	Iteration 7F: 3 clusters Score -2.456547e+07 nChanged 13372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145477 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -24574530.000000 Penalty: 5991.395020
	Iteration 8F: 3 clusters Score -2.457453e+07 nChanged 11813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157246 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -24583152.000000 Penalty: 5991.395020
	Iteration 9F: 3 clusters Score -2.458315e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166234 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -24589822.000000 Penalty: 5991.395020
	Iteration 10F: 3 clusters Score -2.458982e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171644 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -24594192.000000 Penalty: 5991.395020
	Iteration 11Q: 3 clusters Score -2.459419e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174132 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -24596316.000000 Penalty: 5991.395020
	Iteration 12Q: 3 clusters Score -2.459632e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175128 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -24597250.000000 Penalty: 5991.395020
	Iteration 13Q: 3 clusters Score -2.459725e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175503 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -24597542.000000 Penalty: 5991.395020
	Iteration 14Q: 3 clusters Score -2.459754e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175627 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -24597690.000000 Penalty: 5991.395020
	Iteration 15Q: 3 clusters Score -2.459769e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175697 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -24597780.000000 Penalty: 5991.395020
	Iteration 16Q: 3 clusters Score -2.459778e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175726 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -24597800.000000 Penalty: 5991.395020
	Iteration 17Q: 3 clusters Score -2.45978e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175756 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -24597860.000000 Penalty: 5991.395020
	Iteration 18Q: 3 clusters Score -2.459786e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175770 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -24597884.000000 Penalty: 5991.395020
	Iteration 19Q: 3 clusters Score -2.459788e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175785 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -24597894.000000 Penalty: 5991.395020
	Iteration 20F: 3 clusters Score -2.459789e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175794 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -24597908.000000 Penalty: 5991.395020
	Iteration 21Q: 3 clusters Score -2.459791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175802 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -24597934.000000 Penalty: 5991.395020
	Iteration 22Q: 3 clusters Score -2.459793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175803 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -24597940.000000 Penalty: 5991.395020
	Iteration 23Q: 3 clusters Score -2.459794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175805 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -24597934.000000 Penalty: 5991.395020
	Iteration 24Q: 3 clusters Score -2.459793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175806 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -24597942.000000 Penalty: 5991.395020
	Iteration 25Q: 3 clusters Score -2.459794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175809 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -24597950.000000 Penalty: 5991.395020
	Iteration 26Q: 3 clusters Score -2.459795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175810 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -24597952.000000 Penalty: 5991.395020
	Iteration 27Q: 3 clusters Score -2.459795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175813 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -24597962.000000 Penalty: 5991.395020
	Iteration 28Q: 3 clusters Score -2.459796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175815 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -24597952.000000 Penalty: 5991.395020
	Iteration 29Q: 3 clusters Score -2.459795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175815 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -24597952.000000 Penalty: 5991.395020
	Iteration 30F: 3 clusters Score -2.459795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -45542.031250 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -45542.03 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 194 members 
Entering Unmasked Estep 
Score: -44296.683594 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -44296.68 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44524.402344 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -44524.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44631.746094 Penalty: 2966.781494
	Iteration 2F: 3 clusters Score -44631.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44680.535156 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -44680.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44748.503906 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -44748.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44827.417969 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -44827.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44852.007812 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -44852.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44868.523438 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -44868.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44893.535156 Penalty: 2966.781494
	Iteration 8Q: 3 clusters Score -44893.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44900.195312 Penalty: 2966.781494
	Iteration 9Q: 3 clusters Score -44900.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -44916.726562 Penalty: 2966.781494
	Iteration 10Q: 3 clusters Score -44916.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44938.828125 Penalty: 2966.781494
	Iteration 11Q: 3 clusters Score -44938.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44963.980469 Penalty: 2966.781494
	Iteration 12Q: 3 clusters Score -44963.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44988.265625 Penalty: 2966.781494
	Iteration 13Q: 3 clusters Score -44988.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45037.960938 Penalty: 2966.781494
	Iteration 14Q: 3 clusters Score -45037.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45142.664062 Penalty: 2966.781494
	Iteration 15Q: 3 clusters Score -45142.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45252.554688 Penalty: 2966.781494
	Iteration 16Q: 3 clusters Score -45252.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45265.957031 Penalty: 2966.781494
	Iteration 17Q: 3 clusters Score -45265.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45296.871094 Penalty: 2966.781494
	Iteration 18Q: 3 clusters Score -45296.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45303.417969 Penalty: 2966.781494
	Iteration 19Q: 3 clusters Score -45303.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45309.468750 Penalty: 2966.781494
	Iteration 20F: 3 clusters Score -45309.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45395.832031 Penalty: 2966.781494
	Iteration 21Q: 3 clusters Score -45395.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45406.785156 Penalty: 2966.781494
	Iteration 22Q: 3 clusters Score -45406.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45406.785156 Penalty: 2966.781494
	Iteration 23F: 3 clusters Score -45406.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Entering Unmasked Estep 
Score: -3367492.000000 Penalty: 2501.662842
	Iteration 0F: 2 clusters Score -3367492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -3350819.750000 Penalty: 5003.325684
	Iteration 0F: 3 clusters Score -3350820 nChanged 10658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -3356719.750000 Penalty: 5003.325684
	Iteration 1F: 3 clusters Score -3356720 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -3357280.250000 Penalty: 5003.325684
	Iteration 2F: 3 clusters Score -3357280 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -3357956.250000 Penalty: 5003.325684
	Iteration 3F: 3 clusters Score -3357956 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3358896.000000 Penalty: 5003.325684
	Iteration 4F: 3 clusters Score -3358896 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3360131.000000 Penalty: 5003.325684
	Iteration 5F: 3 clusters Score -3360131 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -3361537.500000 Penalty: 5003.325684
	Iteration 6F: 3 clusters Score -3361538 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -3362983.500000 Penalty: 5003.325684
	Iteration 7F: 3 clusters Score -3362984 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -3364015.250000 Penalty: 5003.325684
	Iteration 8Q: 3 clusters Score -3364015 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -3364603.500000 Penalty: 5003.325684
	Iteration 9Q: 3 clusters Score -3364604 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3364912.000000 Penalty: 5003.325684
	Iteration 10Q: 3 clusters Score -3364912 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -3365082.000000 Penalty: 5003.325684
	Iteration 11Q: 3 clusters Score -3365082 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -3365153.250000 Penalty: 5003.325684
	Iteration 12Q: 3 clusters Score -3365153 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -3365219.750000 Penalty: 5003.325684
	Iteration 13Q: 3 clusters Score -3365220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3365261.000000 Penalty: 5003.325684
	Iteration 14Q: 3 clusters Score -3365261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3365282.250000 Penalty: 5003.325684
	Iteration 15Q: 3 clusters Score -3365282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -3365295.750000 Penalty: 5003.325684
	Iteration 16Q: 3 clusters Score -3365296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -3365299.750000 Penalty: 5003.325684
	Iteration 17Q: 3 clusters Score -3365300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3365295.000000 Penalty: 5003.325684
	Iteration 18Q: 3 clusters Score -3365295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3365301.500000 Penalty: 5003.325684
	Iteration 19Q: 3 clusters Score -3365302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -3365301.750000 Penalty: 5003.325684
	Iteration 20F: 3 clusters Score -3365302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Entering Unmasked Estep 
Score: -1030166.250000 Penalty: 2212.057617
	Iteration 0F: 2 clusters Score -1030166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1024119.750000 Penalty: 4424.115234
	Iteration 0F: 3 clusters Score -1024120 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1025692.062500 Penalty: 4424.115234
	Iteration 1F: 3 clusters Score -1025692 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1025916.562500 Penalty: 4424.115234
	Iteration 2F: 3 clusters Score -1025917 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1026062.250000 Penalty: 4424.115234
	Iteration 3Q: 3 clusters Score -1026062 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1026164.875000 Penalty: 4424.115234
	Iteration 4Q: 3 clusters Score -1026165 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1026248.937500 Penalty: 4424.115234
	Iteration 5Q: 3 clusters Score -1026249 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1026301.250000 Penalty: 4424.115234
	Iteration 6Q: 3 clusters Score -1026301 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1026344.500000 Penalty: 4424.115234
	Iteration 7Q: 3 clusters Score -1026344 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1026390.625000 Penalty: 4424.115234
	Iteration 8Q: 3 clusters Score -1026391 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1026413.187500 Penalty: 4424.115234
	Iteration 9Q: 3 clusters Score -1026413 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1026431.687500 Penalty: 4424.115234
	Iteration 10Q: 3 clusters Score -1026432 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1026455.687500 Penalty: 4424.115234
	Iteration 11Q: 3 clusters Score -1026456 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1026475.375000 Penalty: 4424.115234
	Iteration 12Q: 3 clusters Score -1026475 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1026491.125000 Penalty: 4424.115234
	Iteration 13Q: 3 clusters Score -1026491 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1026508.375000 Penalty: 4424.115234
	Iteration 14Q: 3 clusters Score -1026508 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1026526.937500 Penalty: 4424.115234
	Iteration 15Q: 3 clusters Score -1026527 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1026541.062500 Penalty: 4424.115234
	Iteration 16Q: 3 clusters Score -1026541 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1026558.625000 Penalty: 4424.115234
	Iteration 17Q: 3 clusters Score -1026559 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1026571.937500 Penalty: 4424.115234
	Iteration 18Q: 3 clusters Score -1026572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1026591.375000 Penalty: 4424.115234
	Iteration 19Q: 3 clusters Score -1026591 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1026617.500000 Penalty: 4424.115234
	Iteration 20F: 3 clusters Score -1026618 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1026642.625000 Penalty: 4424.115234
	Iteration 21Q: 3 clusters Score -1026643 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1026662.125000 Penalty: 4424.115234
	Iteration 22Q: 3 clusters Score -1026662 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1026682.125000 Penalty: 4424.115234
	Iteration 23Q: 3 clusters Score -1026682 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1026701.187500 Penalty: 4424.115234
	Iteration 24Q: 3 clusters Score -1026701 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1026722.062500 Penalty: 4424.115234
	Iteration 25Q: 3 clusters Score -1026722 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1026744.750000 Penalty: 4424.115234
	Iteration 26Q: 3 clusters Score -1026745 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1026776.937500 Penalty: 4424.115234
	Iteration 27Q: 3 clusters Score -1026777 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1026818.187500 Penalty: 4424.115234
	Iteration 28Q: 3 clusters Score -1026818 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1026858.312500 Penalty: 4424.115234
	Iteration 29Q: 3 clusters Score -1026858 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1026896.562500 Penalty: 4424.115234
	Iteration 30Q: 3 clusters Score -1026897 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1026942.812500 Penalty: 4424.115234
	Iteration 31Q: 3 clusters Score -1026943 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1027000.875000 Penalty: 4424.115234
	Iteration 32Q: 3 clusters Score -1027001 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1027072.750000 Penalty: 4424.115234
	Iteration 33Q: 3 clusters Score -1027073 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1027129.562500 Penalty: 4424.115234
	Iteration 34Q: 3 clusters Score -1027130 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1027180.125000 Penalty: 4424.115234
	Iteration 35Q: 3 clusters Score -1027180 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1027226.750000 Penalty: 4424.115234
	Iteration 36Q: 3 clusters Score -1027227 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1027277.875000 Penalty: 4424.115234
	Iteration 37Q: 3 clusters Score -1027278 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1027332.250000 Penalty: 4424.115234
	Iteration 38Q: 3 clusters Score -1027332 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1027404.750000 Penalty: 4424.115234
	Iteration 39Q: 3 clusters Score -1027405 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1027478.500000 Penalty: 4424.115234
	Iteration 40F: 3 clusters Score -1027478 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1027555.687500 Penalty: 4424.115234
	Iteration 41Q: 3 clusters Score -1027556 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1027649.562500 Penalty: 4424.115234
	Iteration 42Q: 3 clusters Score -1027650 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1027775.062500 Penalty: 4424.115234
	Iteration 43Q: 3 clusters Score -1027775 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1027880.062500 Penalty: 4424.115234
	Iteration 44Q: 3 clusters Score -1027880 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1027976.500000 Penalty: 4424.115234
	Iteration 45Q: 3 clusters Score -1027976 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1028092.812500 Penalty: 4424.115234
	Iteration 46Q: 3 clusters Score -1028093 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1028181.875000 Penalty: 4424.115234
	Iteration 47Q: 3 clusters Score -1028182 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1028241.500000 Penalty: 4424.115234
	Iteration 48Q: 3 clusters Score -1028242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1028278.062500 Penalty: 4424.115234
	Iteration 49Q: 3 clusters Score -1028278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1028294.000000 Penalty: 4424.115234
	Iteration 50Q: 3 clusters Score -1028294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1028304.312500 Penalty: 4424.115234
	Iteration 51Q: 3 clusters Score -1028304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1028312.500000 Penalty: 4424.115234
	Iteration 52Q: 3 clusters Score -1028312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1028321.000000 Penalty: 4424.115234
	Iteration 53Q: 3 clusters Score -1028321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1028330.437500 Penalty: 4424.115234
	Iteration 54Q: 3 clusters Score -1028330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1028337.937500 Penalty: 4424.115234
	Iteration 55Q: 3 clusters Score -1028338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1028338.437500 Penalty: 4424.115234
	Iteration 56Q: 3 clusters Score -1028338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1028340.187500 Penalty: 4424.115234
	Iteration 57Q: 3 clusters Score -1028340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1028343.187500 Penalty: 4424.115234
	Iteration 58Q: 3 clusters Score -1028343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1028345.312500 Penalty: 4424.115234
	Iteration 59Q: 3 clusters Score -1028345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1028349.125000 Penalty: 4424.115234
	Iteration 60F: 3 clusters Score -1028349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1028349.000000 Penalty: 4424.115234
	Iteration 61Q: 3 clusters Score -1028349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1028349.375000 Penalty: 4424.115234
	Iteration 62Q: 3 clusters Score -1028349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1028349.125000 Penalty: 4424.115234
	Iteration 63Q: 3 clusters Score -1028349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1028349.750000 Penalty: 4424.115234
	Iteration 64Q: 3 clusters Score -1028350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1028353.250000 Penalty: 4424.115234
	Iteration 65Q: 3 clusters Score -1028353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1028354.125000 Penalty: 4424.115234
	Iteration 66Q: 3 clusters Score -1028354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1028355.062500 Penalty: 4424.115234
	Iteration 67Q: 3 clusters Score -1028355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1028355.062500 Penalty: 4424.115234
	Iteration 68F: 3 clusters Score -1028355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Entering Unmasked Estep 
Score: -4200113.000000 Penalty: 2568.594238
	Iteration 0F: 2 clusters Score -4200113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -4178475.000000 Penalty: 5137.188477
	Iteration 0F: 3 clusters Score -4178475 nChanged 14296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -4186269.000000 Penalty: 5137.188477
	Iteration 1F: 3 clusters Score -4186269 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -4186865.500000 Penalty: 5137.188477
	Iteration 2Q: 3 clusters Score -4186866 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -4187573.000000 Penalty: 5137.188477
	Iteration 3Q: 3 clusters Score -4187573 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -4188870.250000 Penalty: 5137.188477
	Iteration 4F: 3 clusters Score -4188870 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -4190910.750000 Penalty: 5137.188477
	Iteration 5F: 3 clusters Score -4190911 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -4193245.250000 Penalty: 5137.188477
	Iteration 6F: 3 clusters Score -4193245 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -4195355.000000 Penalty: 5137.188477
	Iteration 7F: 3 clusters Score -4195355 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -4196936.000000 Penalty: 5137.188477
	Iteration 8F: 3 clusters Score -4196936 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -4197966.000000 Penalty: 5137.188477
	Iteration 9F: 3 clusters Score -4197966 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -4198615.500000 Penalty: 5137.188477
	Iteration 10Q: 3 clusters Score -4198616 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -4199019.500000 Penalty: 5137.188477
	Iteration 11Q: 3 clusters Score -4199020 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -4199280.500000 Penalty: 5137.188477
	Iteration 12Q: 3 clusters Score -4199280 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -4199482.500000 Penalty: 5137.188477
	Iteration 13Q: 3 clusters Score -4199482 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -4199633.500000 Penalty: 5137.188477
	Iteration 14Q: 3 clusters Score -4199634 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -4199769.500000 Penalty: 5137.188477
	Iteration 15Q: 3 clusters Score -4199770 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -4199885.000000 Penalty: 5137.188477
	Iteration 16Q: 3 clusters Score -4199885 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -4199942.500000 Penalty: 5137.188477
	Iteration 17Q: 3 clusters Score -4199942 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -4200000.500000 Penalty: 5137.188477
	Iteration 18Q: 3 clusters Score -4200000 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -4200095.500000 Penalty: 5137.188477
	Iteration 19Q: 3 clusters Score -4200096 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -4200148.500000 Penalty: 5137.188477
	Iteration 20F: 3 clusters Score -4200148 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -4200198.500000 Penalty: 5137.188477
	Iteration 21Q: 3 clusters Score -4200198 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -4200213.500000 Penalty: 5137.188477
	Iteration 22Q: 3 clusters Score -4200214 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4200255.000000 Penalty: 5137.188477
	Iteration 23Q: 3 clusters Score -4200255 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -4200284.500000 Penalty: 5137.188477
	Iteration 24Q: 3 clusters Score -4200284 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -4200306.000000 Penalty: 5137.188477
	Iteration 25Q: 3 clusters Score -4200306 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -4200333.500000 Penalty: 5137.188477
	Iteration 26Q: 3 clusters Score -4200334 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4200350.500000 Penalty: 5137.188477
	Iteration 27Q: 3 clusters Score -4200350 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4200362.000000 Penalty: 5137.188477
	Iteration 28Q: 3 clusters Score -4200362 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4200372.000000 Penalty: 5137.188477
	Iteration 29Q: 3 clusters Score -4200372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4200380.500000 Penalty: 5137.188477
	Iteration 30Q: 3 clusters Score -4200380 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4200402.000000 Penalty: 5137.188477
	Iteration 31Q: 3 clusters Score -4200402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -4200409.500000 Penalty: 5137.188477
	Iteration 32Q: 3 clusters Score -4200410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4200416.500000 Penalty: 5137.188477
	Iteration 33Q: 3 clusters Score -4200416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4200428.500000 Penalty: 5137.188477
	Iteration 34Q: 3 clusters Score -4200428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4200435.500000 Penalty: 5137.188477
	Iteration 35Q: 3 clusters Score -4200436 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4200453.000000 Penalty: 5137.188477
	Iteration 36Q: 3 clusters Score -4200453 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4200475.000000 Penalty: 5137.188477
	Iteration 37Q: 3 clusters Score -4200475 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4200514.000000 Penalty: 5137.188477
	Iteration 38Q: 3 clusters Score -4200514 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4200546.000000 Penalty: 5137.188477
	Iteration 39Q: 3 clusters Score -4200546 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4200594.500000 Penalty: 5137.188477
	Iteration 40F: 3 clusters Score -4200594 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4200629.500000 Penalty: 5137.188477
	Iteration 41Q: 3 clusters Score -4200630 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4200670.500000 Penalty: 5137.188477
	Iteration 42Q: 3 clusters Score -4200670 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -4200711.000000 Penalty: 5137.188477
	Iteration 43Q: 3 clusters Score -4200711 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4200760.500000 Penalty: 5137.188477
	Iteration 44Q: 3 clusters Score -4200760 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4200831.500000 Penalty: 5137.188477
	Iteration 45Q: 3 clusters Score -4200832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4200870.500000 Penalty: 5137.188477
	Iteration 46Q: 3 clusters Score -4200870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4200888.000000 Penalty: 5137.188477
	Iteration 47Q: 3 clusters Score -4200888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4200907.500000 Penalty: 5137.188477
	Iteration 48Q: 3 clusters Score -4200908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4200927.500000 Penalty: 5137.188477
	Iteration 49Q: 3 clusters Score -4200928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4200937.500000 Penalty: 5137.188477
	Iteration 50Q: 3 clusters Score -4200938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4200961.000000 Penalty: 5137.188477
	Iteration 51Q: 3 clusters Score -4200961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4200974.000000 Penalty: 5137.188477
	Iteration 52Q: 3 clusters Score -4200974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4200976.500000 Penalty: 5137.188477
	Iteration 53Q: 3 clusters Score -4200976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4200986.500000 Penalty: 5137.188477
	Iteration 54Q: 3 clusters Score -4200986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4200990.500000 Penalty: 5137.188477
	Iteration 55Q: 3 clusters Score -4200990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4200984.500000 Penalty: 5137.188477
	Iteration 56Q: 3 clusters Score -4200984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4200982.500000 Penalty: 5137.188477
	Iteration 57Q: 3 clusters Score -4200982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4200987.500000 Penalty: 5137.188477
	Iteration 58Q: 3 clusters Score -4200988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4200986.000000 Penalty: 5137.188477
	Iteration 59Q: 3 clusters Score -4200986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4200986.000000 Penalty: 5137.188477
	Iteration 60F: 3 clusters Score -4200986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 176209 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 24037 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 29799 members 
Mstep: Class 13 contains 188290 members 
Mstep: Class 14 contains 218446 members 
Mstep: Class 15 contains 201704 members 
Mstep: Class 16 contains 58152 members 
Mstep: Class 17 contains 4288 members 
Mstep: Class 18 contains 1513 members 
Mstep: Class 19 contains 8034 members 
Mstep: Class 20 contains 14776 members 
Mstep: Class 21 contains 3607 members 
Mstep: Class 22 contains 39594 members 
Mstep: Class 24 contains 1867 members 
Entering Unmasked Estep 
Score: -135790896.000000 Penalty: 65085.578125
Splitting cluster 11 changes total score from -135791520.000000 to -135790896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (188290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188290 members 
Entering Unmasked Estep 
Score: -26012098.000000 Penalty: 3012.143066
	Iteration 0F: 2 clusters Score -2.60121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94380 members 
Mstep: Class 2 contains 93910 members 
Entering Unmasked Estep 
Score: -25888518.000000 Penalty: 6024.286133
	Iteration 0F: 3 clusters Score -2.588852e+07 nChanged 90375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99335 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -25941122.000000 Penalty: 6024.286133
	Iteration 1F: 3 clusters Score -2.594112e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102642 members 
Mstep: Class 2 contains 85648 members 
Entering Unmasked Estep 
Score: -25942394.000000 Penalty: 6024.286133
	Iteration 2Q: 3 clusters Score -2.594239e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107767 members 
Mstep: Class 2 contains 80523 members 
Entering Unmasked Estep 
Score: -25944512.000000 Penalty: 6024.286133
	Iteration 3Q: 3 clusters Score -2.594451e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115356 members 
Mstep: Class 2 contains 72934 members 
Entering Unmasked Estep 
Score: -25948260.000000 Penalty: 6024.286133
	Iteration 4Q: 3 clusters Score -2.594826e+07 nChanged 11441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126279 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -25954926.000000 Penalty: 6024.286133
	Iteration 5F: 3 clusters Score -2.595493e+07 nChanged 14688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140779 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -25965864.000000 Penalty: 6024.286133
	Iteration 6F: 3 clusters Score -2.596586e+07 nChanged 16793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157494 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -25980394.000000 Penalty: 6024.286133
	Iteration 7F: 3 clusters Score -2.598039e+07 nChanged 14901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172363 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -25995132.000000 Penalty: 6024.286133
	Iteration 8F: 3 clusters Score -2.599513e+07 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181682 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -26004282.000000 Penalty: 6024.286133
	Iteration 9Q: 3 clusters Score -2.600428e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185754 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -26007770.000000 Penalty: 6024.286133
	Iteration 10Q: 3 clusters Score -2.600777e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187119 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -26008946.000000 Penalty: 6024.286133
	Iteration 11Q: 3 clusters Score -2.600895e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187553 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -26009292.000000 Penalty: 6024.286133
	Iteration 12Q: 3 clusters Score -2.600929e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187722 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -26009420.000000 Penalty: 6024.286133
	Iteration 13Q: 3 clusters Score -2.600942e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187807 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -26009470.000000 Penalty: 6024.286133
	Iteration 14Q: 3 clusters Score -2.600947e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187838 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -26009560.000000 Penalty: 6024.286133
	Iteration 15Q: 3 clusters Score -2.600956e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187852 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -26009590.000000 Penalty: 6024.286133
	Iteration 16Q: 3 clusters Score -2.600959e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187863 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -26009600.000000 Penalty: 6024.286133
	Iteration 17Q: 3 clusters Score -2.60096e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187869 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -26009620.000000 Penalty: 6024.286133
	Iteration 18Q: 3 clusters Score -2.600962e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187880 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -26009622.000000 Penalty: 6024.286133
	Iteration 19Q: 3 clusters Score -2.600962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187887 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -26009638.000000 Penalty: 6024.286133
	Iteration 20F: 3 clusters Score -2.600964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187887 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -26009652.000000 Penalty: 6024.286133
	Iteration 21Q: 3 clusters Score -2.600965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187887 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -26009640.000000 Penalty: 6024.286133
	Iteration 22Q: 3 clusters Score -2.600964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187886 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -26009650.000000 Penalty: 6024.286133
	Iteration 23Q: 3 clusters Score -2.600965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187886 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -26009654.000000 Penalty: 6024.286133
	Iteration 24Q: 3 clusters Score -2.600965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187885 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -26009652.000000 Penalty: 6024.286133
	Iteration 25Q: 3 clusters Score -2.600965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187882 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -26009672.000000 Penalty: 6024.286133
	Iteration 26Q: 3 clusters Score -2.600967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187881 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -26009660.000000 Penalty: 6024.286133
	Iteration 27Q: 3 clusters Score -2.600966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187881 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -26009672.000000 Penalty: 6024.286133
	Iteration 28Q: 3 clusters Score -2.600967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187882 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -26009662.000000 Penalty: 6024.286133
	Iteration 29Q: 3 clusters Score -2.600966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187882 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -26009662.000000 Penalty: 6024.286133
	Iteration 30F: 3 clusters Score -2.600966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (218446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218446 members 
Entering Unmasked Estep 
Score: -29935578.000000 Penalty: 3048.985107
	Iteration 0F: 2 clusters Score -2.993558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109151 members 
Mstep: Class 2 contains 109295 members 
Entering Unmasked Estep 
Score: -29789246.000000 Penalty: 6097.970215
	Iteration 0F: 3 clusters Score -2.978925e+07 nChanged 105334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109251 members 
Mstep: Class 2 contains 109195 members 
Entering Unmasked Estep 
Score: -29849768.000000 Penalty: 6097.970215
	Iteration 1F: 3 clusters Score -2.984977e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109306 members 
Mstep: Class 2 contains 109140 members 
Entering Unmasked Estep 
Score: -29850544.000000 Penalty: 6097.970215
	Iteration 2Q: 3 clusters Score -2.985054e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109395 members 
Mstep: Class 2 contains 109051 members 
Entering Unmasked Estep 
Score: -29851424.000000 Penalty: 6097.970215
	Iteration 3Q: 3 clusters Score -2.985142e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109567 members 
Mstep: Class 2 contains 108879 members 
Entering Unmasked Estep 
Score: -29852292.000000 Penalty: 6097.970215
	Iteration 4Q: 3 clusters Score -2.985229e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109651 members 
Mstep: Class 2 contains 108795 members 
Entering Unmasked Estep 
Score: -29853182.000000 Penalty: 6097.970215
	Iteration 5Q: 3 clusters Score -2.985318e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109711 members 
Mstep: Class 2 contains 108735 members 
Entering Unmasked Estep 
Score: -29853960.000000 Penalty: 6097.970215
	Iteration 6Q: 3 clusters Score -2.985396e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109841 members 
Mstep: Class 2 contains 108605 members 
Entering Unmasked Estep 
Score: -29855122.000000 Penalty: 6097.970215
	Iteration 7Q: 3 clusters Score -2.985512e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109966 members 
Mstep: Class 2 contains 108480 members 
Entering Unmasked Estep 
Score: -29856204.000000 Penalty: 6097.970215
	Iteration 8Q: 3 clusters Score -2.98562e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110243 members 
Mstep: Class 2 contains 108203 members 
Entering Unmasked Estep 
Score: -29857362.000000 Penalty: 6097.970215
	Iteration 9Q: 3 clusters Score -2.985736e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110675 members 
Mstep: Class 2 contains 107771 members 
Entering Unmasked Estep 
Score: -29858852.000000 Penalty: 6097.970215
	Iteration 10Q: 3 clusters Score -2.985885e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111314 members 
Mstep: Class 2 contains 107132 members 
Entering Unmasked Estep 
Score: -29860738.000000 Penalty: 6097.970215
	Iteration 11Q: 3 clusters Score -2.986074e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112184 members 
Mstep: Class 2 contains 106262 members 
Entering Unmasked Estep 
Score: -29862946.000000 Penalty: 6097.970215
	Iteration 12Q: 3 clusters Score -2.986295e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113377 members 
Mstep: Class 2 contains 105069 members 
Entering Unmasked Estep 
Score: -29865470.000000 Penalty: 6097.970215
	Iteration 13Q: 3 clusters Score -2.986547e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115245 members 
Mstep: Class 2 contains 103201 members 
Entering Unmasked Estep 
Score: -29869982.000000 Penalty: 6097.970215
	Iteration 14Q: 3 clusters Score -2.986998e+07 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117838 members 
Mstep: Class 2 contains 100608 members 
Entering Unmasked Estep 
Score: -29876446.000000 Penalty: 6097.970215
	Iteration 15Q: 3 clusters Score -2.987645e+07 nChanged 11742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120646 members 
Mstep: Class 2 contains 97800 members 
Entering Unmasked Estep 
Score: -29884772.000000 Penalty: 6097.970215
	Iteration 16F: 3 clusters Score -2.988477e+07 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123255 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -29891090.000000 Penalty: 6097.970215
	Iteration 17F: 3 clusters Score -2.989109e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125643 members 
Mstep: Class 2 contains 92803 members 
Entering Unmasked Estep 
Score: -29893958.000000 Penalty: 6097.970215
	Iteration 18Q: 3 clusters Score -2.989396e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127856 members 
Mstep: Class 2 contains 90590 members 
Entering Unmasked Estep 
Score: -29894862.000000 Penalty: 6097.970215
	Iteration 19Q: 3 clusters Score -2.989486e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129975 members 
Mstep: Class 2 contains 88471 members 
Entering Unmasked Estep 
Score: -29895448.000000 Penalty: 6097.970215
	Iteration 20F: 3 clusters Score -2.989545e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132139 members 
Mstep: Class 2 contains 86307 members 
Entering Unmasked Estep 
Score: -29895802.000000 Penalty: 6097.970215
	Iteration 21Q: 3 clusters Score -2.98958e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134474 members 
Mstep: Class 2 contains 83972 members 
Entering Unmasked Estep 
Score: -29896002.000000 Penalty: 6097.970215
	Iteration 22Q: 3 clusters Score -2.9896e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137039 members 
Mstep: Class 2 contains 81407 members 
Entering Unmasked Estep 
Score: -29896420.000000 Penalty: 6097.970215
	Iteration 23Q: 3 clusters Score -2.989642e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139828 members 
Mstep: Class 2 contains 78618 members 
Entering Unmasked Estep 
Score: -29896930.000000 Penalty: 6097.970215
	Iteration 24Q: 3 clusters Score -2.989693e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142816 members 
Mstep: Class 2 contains 75630 members 
Entering Unmasked Estep 
Score: -29897548.000000 Penalty: 6097.970215
	Iteration 25Q: 3 clusters Score -2.989755e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146132 members 
Mstep: Class 2 contains 72314 members 
Entering Unmasked Estep 
Score: -29898320.000000 Penalty: 6097.970215
	Iteration 26Q: 3 clusters Score -2.989832e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149627 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -29899098.000000 Penalty: 6097.970215
	Iteration 27Q: 3 clusters Score -2.98991e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153370 members 
Mstep: Class 2 contains 65076 members 
Entering Unmasked Estep 
Score: -29900258.000000 Penalty: 6097.970215
	Iteration 28Q: 3 clusters Score -2.990026e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157427 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -29901376.000000 Penalty: 6097.970215
	Iteration 29Q: 3 clusters Score -2.990138e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161724 members 
Mstep: Class 2 contains 56722 members 
Entering Unmasked Estep 
Score: -29902706.000000 Penalty: 6097.970215
	Iteration 30Q: 3 clusters Score -2.990271e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166190 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
Score: -29904216.000000 Penalty: 6097.970215
	Iteration 31Q: 3 clusters Score -2.990422e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170752 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -29905972.000000 Penalty: 6097.970215
	Iteration 32Q: 3 clusters Score -2.990597e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175516 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -29907872.000000 Penalty: 6097.970215
	Iteration 33Q: 3 clusters Score -2.990787e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180424 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -29910100.000000 Penalty: 6097.970215
	Iteration 34Q: 3 clusters Score -2.99101e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185514 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -29912610.000000 Penalty: 6097.970215
	Iteration 35Q: 3 clusters Score -2.991261e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190570 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -29915384.000000 Penalty: 6097.970215
	Iteration 36Q: 3 clusters Score -2.991538e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195416 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -29918056.000000 Penalty: 6097.970215
	Iteration 37Q: 3 clusters Score -2.991806e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199940 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -29920896.000000 Penalty: 6097.970215
	Iteration 38Q: 3 clusters Score -2.99209e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203941 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -29923534.000000 Penalty: 6097.970215
	Iteration 39Q: 3 clusters Score -2.992353e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207389 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -29926048.000000 Penalty: 6097.970215
	Iteration 40F: 3 clusters Score -2.992605e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210254 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -29928056.000000 Penalty: 6097.970215
	Iteration 41Q: 3 clusters Score -2.992806e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212351 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -29929430.000000 Penalty: 6097.970215
	Iteration 42Q: 3 clusters Score -2.992943e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213945 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -29930420.000000 Penalty: 6097.970215
	Iteration 43Q: 3 clusters Score -2.993042e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215081 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -29931150.000000 Penalty: 6097.970215
	Iteration 44Q: 3 clusters Score -2.993115e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215918 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -29931712.000000 Penalty: 6097.970215
	Iteration 45Q: 3 clusters Score -2.993171e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216526 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -29932130.000000 Penalty: 6097.970215
	Iteration 46Q: 3 clusters Score -2.993213e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216927 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -29932360.000000 Penalty: 6097.970215
	Iteration 47Q: 3 clusters Score -2.993236e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217198 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -29932578.000000 Penalty: 6097.970215
	Iteration 48Q: 3 clusters Score -2.993258e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217368 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -29932680.000000 Penalty: 6097.970215
	Iteration 49Q: 3 clusters Score -2.993268e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217486 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -29932766.000000 Penalty: 6097.970215
	Iteration 50Q: 3 clusters Score -2.993277e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217577 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -29932814.000000 Penalty: 6097.970215
	Iteration 51Q: 3 clusters Score -2.993281e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217644 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -29932872.000000 Penalty: 6097.970215
	Iteration 52Q: 3 clusters Score -2.993287e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217692 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -29932866.000000 Penalty: 6097.970215
	Iteration 53Q: 3 clusters Score -2.993287e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217734 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -29932920.000000 Penalty: 6097.970215
	Iteration 54Q: 3 clusters Score -2.993292e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217760 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -29932934.000000 Penalty: 6097.970215
	Iteration 55Q: 3 clusters Score -2.993293e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217775 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -29932934.000000 Penalty: 6097.970215
	Iteration 56Q: 3 clusters Score -2.993293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217785 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -29932950.000000 Penalty: 6097.970215
	Iteration 57Q: 3 clusters Score -2.993295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217795 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -29932938.000000 Penalty: 6097.970215
	Iteration 58Q: 3 clusters Score -2.993294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217807 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -29932956.000000 Penalty: 6097.970215
	Iteration 59Q: 3 clusters Score -2.993296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217815 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -29932930.000000 Penalty: 6097.970215
	Iteration 60F: 3 clusters Score -2.993293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217823 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -29932964.000000 Penalty: 6097.970215
	Iteration 61Q: 3 clusters Score -2.993296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217835 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -29932982.000000 Penalty: 6097.970215
	Iteration 62Q: 3 clusters Score -2.993298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217851 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -29933004.000000 Penalty: 6097.970215
	Iteration 63Q: 3 clusters Score -2.9933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217861 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -29932988.000000 Penalty: 6097.970215
	Iteration 64Q: 3 clusters Score -2.993299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217871 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -29932988.000000 Penalty: 6097.970215
	Iteration 65Q: 3 clusters Score -2.993299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217877 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -29933006.000000 Penalty: 6097.970215
	Iteration 66Q: 3 clusters Score -2.993301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217886 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -29933046.000000 Penalty: 6097.970215
	Iteration 67Q: 3 clusters Score -2.993305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217892 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -29933058.000000 Penalty: 6097.970215
	Iteration 68Q: 3 clusters Score -2.993306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217898 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -29933050.000000 Penalty: 6097.970215
	Iteration 69Q: 3 clusters Score -2.993305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217902 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -29933052.000000 Penalty: 6097.970215
	Iteration 70Q: 3 clusters Score -2.993305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217905 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -29933066.000000 Penalty: 6097.970215
	Iteration 71Q: 3 clusters Score -2.993307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217909 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -29933050.000000 Penalty: 6097.970215
	Iteration 72Q: 3 clusters Score -2.993305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217909 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -29933054.000000 Penalty: 6097.970215
	Iteration 73Q: 3 clusters Score -2.993305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217911 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -29933062.000000 Penalty: 6097.970215
	Iteration 74Q: 3 clusters Score -2.993306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217912 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -29933058.000000 Penalty: 6097.970215
	Iteration 75Q: 3 clusters Score -2.993306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217912 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -29933058.000000 Penalty: 6097.970215
	Iteration 76F: 3 clusters Score -2.993306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (201704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201704 members 
Entering Unmasked Estep 
Score: -28199062.000000 Penalty: 3029.209961
	Iteration 0F: 2 clusters Score -2.819906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100568 members 
Mstep: Class 2 contains 101136 members 
Entering Unmasked Estep 
Score: -28077554.000000 Penalty: 6058.419922
	Iteration 0F: 3 clusters Score -2.807755e+07 nChanged 97020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96548 members 
Mstep: Class 2 contains 105156 members 
Entering Unmasked Estep 
Score: -28134544.000000 Penalty: 6058.419922
	Iteration 1F: 3 clusters Score -2.813454e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93981 members 
Mstep: Class 2 contains 107723 members 
Entering Unmasked Estep 
Score: -28135554.000000 Penalty: 6058.419922
	Iteration 2Q: 3 clusters Score -2.813555e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90019 members 
Mstep: Class 2 contains 111685 members 
Entering Unmasked Estep 
Score: -28137044.000000 Penalty: 6058.419922
	Iteration 3Q: 3 clusters Score -2.813704e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83959 members 
Mstep: Class 2 contains 117745 members 
Entering Unmasked Estep 
Score: -28139442.000000 Penalty: 6058.419922
	Iteration 4Q: 3 clusters Score -2.813944e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75074 members 
Mstep: Class 2 contains 126630 members 
Entering Unmasked Estep 
Score: -28143776.000000 Penalty: 6058.419922
	Iteration 5Q: 3 clusters Score -2.814378e+07 nChanged 12689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 138987 members 
Entering Unmasked Estep 
Score: -28151326.000000 Penalty: 6058.419922
	Iteration 6F: 3 clusters Score -2.815133e+07 nChanged 15437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 154244 members 
Entering Unmasked Estep 
Score: -28162852.000000 Penalty: 6058.419922
	Iteration 7F: 3 clusters Score -2.816285e+07 nChanged 15274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 169400 members 
Entering Unmasked Estep 
Score: -28173830.000000 Penalty: 6058.419922
	Iteration 8F: 3 clusters Score -2.817383e+07 nChanged 11583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 180795 members 
Entering Unmasked Estep 
Score: -28181794.000000 Penalty: 6058.419922
	Iteration 9F: 3 clusters Score -2.818179e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 188112 members 
Entering Unmasked Estep 
Score: -28186864.000000 Penalty: 6058.419922
	Iteration 10Q: 3 clusters Score -2.818686e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 192566 members 
Entering Unmasked Estep 
Score: -28190046.000000 Penalty: 6058.419922
	Iteration 11Q: 3 clusters Score -2.819005e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 195300 members 
Entering Unmasked Estep 
Score: -28192126.000000 Penalty: 6058.419922
	Iteration 12Q: 3 clusters Score -2.819213e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 197088 members 
Entering Unmasked Estep 
Score: -28193342.000000 Penalty: 6058.419922
	Iteration 13Q: 3 clusters Score -2.819334e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 198234 members 
Entering Unmasked Estep 
Score: -28194158.000000 Penalty: 6058.419922
	Iteration 14Q: 3 clusters Score -2.819416e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 199008 members 
Entering Unmasked Estep 
Score: -28194790.000000 Penalty: 6058.419922
	Iteration 15Q: 3 clusters Score -2.819479e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 199560 members 
Entering Unmasked Estep 
Score: -28195278.000000 Penalty: 6058.419922
	Iteration 16Q: 3 clusters Score -2.819528e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 199929 members 
Entering Unmasked Estep 
Score: -28195502.000000 Penalty: 6058.419922
	Iteration 17Q: 3 clusters Score -2.81955e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 200177 members 
Entering Unmasked Estep 
Score: -28195670.000000 Penalty: 6058.419922
	Iteration 18Q: 3 clusters Score -2.819567e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 200372 members 
Entering Unmasked Estep 
Score: -28195792.000000 Penalty: 6058.419922
	Iteration 19Q: 3 clusters Score -2.819579e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 200498 members 
Entering Unmasked Estep 
Score: -28195906.000000 Penalty: 6058.419922
	Iteration 20F: 3 clusters Score -2.819591e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 200589 members 
Entering Unmasked Estep 
Score: -28195978.000000 Penalty: 6058.419922
	Iteration 21Q: 3 clusters Score -2.819598e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 200653 members 
Entering Unmasked Estep 
Score: -28196024.000000 Penalty: 6058.419922
	Iteration 22Q: 3 clusters Score -2.819602e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 200703 members 
Entering Unmasked Estep 
Score: -28196056.000000 Penalty: 6058.419922
	Iteration 23Q: 3 clusters Score -2.819606e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 200740 members 
Entering Unmasked Estep 
Score: -28196070.000000 Penalty: 6058.419922
	Iteration 24Q: 3 clusters Score -2.819607e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 200769 members 
Entering Unmasked Estep 
Score: -28196084.000000 Penalty: 6058.419922
	Iteration 25Q: 3 clusters Score -2.819608e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 200795 members 
Entering Unmasked Estep 
Score: -28196108.000000 Penalty: 6058.419922
	Iteration 26Q: 3 clusters Score -2.819611e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 200817 members 
Entering Unmasked Estep 
Score: -28196108.000000 Penalty: 6058.419922
	Iteration 27Q: 3 clusters Score -2.819611e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 200838 members 
Entering Unmasked Estep 
Score: -28196160.000000 Penalty: 6058.419922
	Iteration 28Q: 3 clusters Score -2.819616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 200849 members 
Entering Unmasked Estep 
Score: -28196150.000000 Penalty: 6058.419922
	Iteration 29Q: 3 clusters Score -2.819615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 200853 members 
Entering Unmasked Estep 
Score: -28196172.000000 Penalty: 6058.419922
	Iteration 30Q: 3 clusters Score -2.819617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 200855 members 
Entering Unmasked Estep 
Score: -28196170.000000 Penalty: 6058.419922
	Iteration 31Q: 3 clusters Score -2.819617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 200864 members 
Entering Unmasked Estep 
Score: -28196192.000000 Penalty: 6058.419922
	Iteration 32Q: 3 clusters Score -2.819619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 200870 members 
Entering Unmasked Estep 
Score: -28196198.000000 Penalty: 6058.419922
	Iteration 33Q: 3 clusters Score -2.81962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 200872 members 
Entering Unmasked Estep 
Score: -28196204.000000 Penalty: 6058.419922
	Iteration 34Q: 3 clusters Score -2.81962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 200874 members 
Entering Unmasked Estep 
Score: -28196212.000000 Penalty: 6058.419922
	Iteration 35Q: 3 clusters Score -2.819621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 200881 members 
Entering Unmasked Estep 
Score: -28196206.000000 Penalty: 6058.419922
	Iteration 36Q: 3 clusters Score -2.819621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 200882 members 
Entering Unmasked Estep 
Score: -28196206.000000 Penalty: 6058.419922
	Iteration 37Q: 3 clusters Score -2.819621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 200883 members 
Entering Unmasked Estep 
Score: -28196212.000000 Penalty: 6058.419922
	Iteration 38Q: 3 clusters Score -2.819621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 200883 members 
Entering Unmasked Estep 
Score: -28196212.000000 Penalty: 6058.419922
	Iteration 39F: 3 clusters Score -2.819621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (58152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Entering Unmasked Estep 
Score: -8167796.000000 Penalty: 2720.762207
	Iteration 0F: 2 clusters Score -8167796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -8128641.500000 Penalty: 5441.524414
	Iteration 0F: 3 clusters Score -8128642 nChanged 27164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -8143813.500000 Penalty: 5441.524414
	Iteration 1F: 3 clusters Score -8143814 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -8144419.000000 Penalty: 5441.524414
	Iteration 2Q: 3 clusters Score -8144419 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -8145053.500000 Penalty: 5441.524414
	Iteration 3Q: 3 clusters Score -8145054 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -8145900.000000 Penalty: 5441.524414
	Iteration 4Q: 3 clusters Score -8145900 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -8147028.000000 Penalty: 5441.524414
	Iteration 5Q: 3 clusters Score -8147028 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -8148381.000000 Penalty: 5441.524414
	Iteration 6Q: 3 clusters Score -8148381 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -8150142.500000 Penalty: 5441.524414
	Iteration 7Q: 3 clusters Score -8150142 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -8151947.500000 Penalty: 5441.524414
	Iteration 8F: 3 clusters Score -8151948 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -8153830.500000 Penalty: 5441.524414
	Iteration 9F: 3 clusters Score -8153830 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -8155693.500000 Penalty: 5441.524414
	Iteration 10F: 3 clusters Score -8155694 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -8157226.500000 Penalty: 5441.524414
	Iteration 11Q: 3 clusters Score -8157226 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -8158391.500000 Penalty: 5441.524414
	Iteration 12Q: 3 clusters Score -8158392 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -8159119.500000 Penalty: 5441.524414
	Iteration 13Q: 3 clusters Score -8159120 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -8159615.500000 Penalty: 5441.524414
	Iteration 14Q: 3 clusters Score -8159616 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -8159962.500000 Penalty: 5441.524414
	Iteration 15Q: 3 clusters Score -8159962 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -8160248.500000 Penalty: 5441.524414
	Iteration 16Q: 3 clusters Score -8160248 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -8160513.500000 Penalty: 5441.524414
	Iteration 17Q: 3 clusters Score -8160514 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -8160775.500000 Penalty: 5441.524414
	Iteration 18Q: 3 clusters Score -8160776 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -8160928.000000 Penalty: 5441.524414
	Iteration 19Q: 3 clusters Score -8160928 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -8161114.000000 Penalty: 5441.524414
	Iteration 20F: 3 clusters Score -8161114 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -8161320.500000 Penalty: 5441.524414
	Iteration 21Q: 3 clusters Score -8161320 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -8161512.500000 Penalty: 5441.524414
	Iteration 22Q: 3 clusters Score -8161512 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -8161661.000000 Penalty: 5441.524414
	Iteration 23Q: 3 clusters Score -8161661 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -8161820.000000 Penalty: 5441.524414
	Iteration 24Q: 3 clusters Score -8161820 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -8161958.500000 Penalty: 5441.524414
	Iteration 25Q: 3 clusters Score -8161958 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -8162123.000000 Penalty: 5441.524414
	Iteration 26Q: 3 clusters Score -8162123 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -8162230.000000 Penalty: 5441.524414
	Iteration 27Q: 3 clusters Score -8162230 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -8162397.500000 Penalty: 5441.524414
	Iteration 28Q: 3 clusters Score -8162398 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -8162577.500000 Penalty: 5441.524414
	Iteration 29Q: 3 clusters Score -8162578 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -8162698.500000 Penalty: 5441.524414
	Iteration 30Q: 3 clusters Score -8162698 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -8162824.000000 Penalty: 5441.524414
	Iteration 31Q: 3 clusters Score -8162824 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -8162933.500000 Penalty: 5441.524414
	Iteration 32Q: 3 clusters Score -8162934 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -8163046.000000 Penalty: 5441.524414
	Iteration 33Q: 3 clusters Score -8163046 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -8163192.000000 Penalty: 5441.524414
	Iteration 34Q: 3 clusters Score -8163192 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -8163324.000000 Penalty: 5441.524414
	Iteration 35Q: 3 clusters Score -8163324 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -8163513.000000 Penalty: 5441.524414
	Iteration 36Q: 3 clusters Score -8163513 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -8163699.000000 Penalty: 5441.524414
	Iteration 37Q: 3 clusters Score -8163699 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -8163856.000000 Penalty: 5441.524414
	Iteration 38Q: 3 clusters Score -8163856 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -8164014.500000 Penalty: 5441.524414
	Iteration 39Q: 3 clusters Score -8164014 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 54212 members 
Entering Unmasked Estep 
Score: -8164122.500000 Penalty: 5441.524414
	Iteration 40F: 3 clusters Score -8164122 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -8164285.500000 Penalty: 5441.524414
	Iteration 41Q: 3 clusters Score -8164286 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 54885 members 
Entering Unmasked Estep 
Score: -8164420.000000 Penalty: 5441.524414
	Iteration 42Q: 3 clusters Score -8164420 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 55167 members 
Entering Unmasked Estep 
Score: -8164531.500000 Penalty: 5441.524414
	Iteration 43Q: 3 clusters Score -8164532 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 55439 members 
Entering Unmasked Estep 
Score: -8164658.500000 Penalty: 5441.524414
	Iteration 44Q: 3 clusters Score -8164658 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -8164760.500000 Penalty: 5441.524414
	Iteration 45Q: 3 clusters Score -8164760 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 55911 members 
Entering Unmasked Estep 
Score: -8164881.500000 Penalty: 5441.524414
	Iteration 46Q: 3 clusters Score -8164882 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -8164966.500000 Penalty: 5441.524414
	Iteration 47Q: 3 clusters Score -8164966 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 56284 members 
Entering Unmasked Estep 
Score: -8165035.500000 Penalty: 5441.524414
	Iteration 48Q: 3 clusters Score -8165036 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -8165115.000000 Penalty: 5441.524414
	Iteration 49Q: 3 clusters Score -8165115 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -8165193.500000 Penalty: 5441.524414
	Iteration 50Q: 3 clusters Score -8165194 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -8165232.500000 Penalty: 5441.524414
	Iteration 51Q: 3 clusters Score -8165232 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 56745 members 
Entering Unmasked Estep 
Score: -8165277.500000 Penalty: 5441.524414
	Iteration 52Q: 3 clusters Score -8165278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -8165300.000000 Penalty: 5441.524414
	Iteration 53Q: 3 clusters Score -8165300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -8165319.000000 Penalty: 5441.524414
	Iteration 54Q: 3 clusters Score -8165319 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 56893 members 
Entering Unmasked Estep 
Score: -8165325.500000 Penalty: 5441.524414
	Iteration 55Q: 3 clusters Score -8165326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 56928 members 
Entering Unmasked Estep 
Score: -8165321.500000 Penalty: 5441.524414
	Iteration 56Q: 3 clusters Score -8165322 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -8165361.000000 Penalty: 5441.524414
	Iteration 57Q: 3 clusters Score -8165361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -8165366.000000 Penalty: 5441.524414
	Iteration 58Q: 3 clusters Score -8165366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -8165384.500000 Penalty: 5441.524414
	Iteration 59Q: 3 clusters Score -8165384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -8165384.500000 Penalty: 5441.524414
	Iteration 60F: 3 clusters Score -8165384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
Score: -8165389.500000 Penalty: 5441.524414
	Iteration 61Q: 3 clusters Score -8165390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 57093 members 
Entering Unmasked Estep 
Score: -8165400.500000 Penalty: 5441.524414
	Iteration 62Q: 3 clusters Score -8165400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -8165396.500000 Penalty: 5441.524414
	Iteration 63Q: 3 clusters Score -8165396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -8165395.500000 Penalty: 5441.524414
	Iteration 64Q: 3 clusters Score -8165396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -8165392.000000 Penalty: 5441.524414
	Iteration 65Q: 3 clusters Score -8165392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 57128 members 
Entering Unmasked Estep 
Score: -8165393.000000 Penalty: 5441.524414
	Iteration 66Q: 3 clusters Score -8165393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 57134 members 
Entering Unmasked Estep 
Score: -8165394.500000 Penalty: 5441.524414
	Iteration 67Q: 3 clusters Score -8165394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -8165396.500000 Penalty: 5441.524414
	Iteration 68Q: 3 clusters Score -8165396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -8165395.500000 Penalty: 5441.524414
	Iteration 69Q: 3 clusters Score -8165396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -8165396.000000 Penalty: 5441.524414
	Iteration 70Q: 3 clusters Score -8165396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
Score: -8165403.000000 Penalty: 5441.524414
	Iteration 71Q: 3 clusters Score -8165403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -8165409.500000 Penalty: 5441.524414
	Iteration 72Q: 3 clusters Score -8165410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
Score: -8165406.000000 Penalty: 5441.524414
	Iteration 73Q: 3 clusters Score -8165406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -8165414.000000 Penalty: 5441.524414
	Iteration 74Q: 3 clusters Score -8165414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -8165414.500000 Penalty: 5441.524414
	Iteration 75Q: 3 clusters Score -8165414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -8165413.000000 Penalty: 5441.524414
	Iteration 76Q: 3 clusters Score -8165413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -8165411.500000 Penalty: 5441.524414
	Iteration 77Q: 3 clusters Score -8165412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 57198 members 
Entering Unmasked Estep 
Score: -8165419.000000 Penalty: 5441.524414
	Iteration 78Q: 3 clusters Score -8165419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -8165424.000000 Penalty: 5441.524414
	Iteration 79Q: 3 clusters Score -8165424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -8165424.000000 Penalty: 5441.524414
	Iteration 80F: 3 clusters Score -8165424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Entering Unmasked Estep 
Score: -548112.312500 Penalty: 2074.166748
	Iteration 0F: 2 clusters Score -548112.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -544127.000000 Penalty: 4148.333496
	Iteration 0F: 3 clusters Score -544127 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -545458.687500 Penalty: 4148.333496
	Iteration 1F: 3 clusters Score -545458.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -546007.875000 Penalty: 4148.333496
	Iteration 2F: 3 clusters Score -546007.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -546907.062500 Penalty: 4148.333496
	Iteration 3F: 3 clusters Score -546907.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -547949.125000 Penalty: 4148.333496
	Iteration 4F: 3 clusters Score -547949.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -548531.312500 Penalty: 4148.333496
	Iteration 5F: 3 clusters Score -548531.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -548731.687500 Penalty: 4148.333496
	Iteration 6Q: 3 clusters Score -548731.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -548806.875000 Penalty: 4148.333496
	Iteration 7Q: 3 clusters Score -548806.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -548843.937500 Penalty: 4148.333496
	Iteration 8Q: 3 clusters Score -548843.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -548860.000000 Penalty: 4148.333496
	Iteration 9Q: 3 clusters Score -548860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -548867.500000 Penalty: 4148.333496
	Iteration 10Q: 3 clusters Score -548867.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -548872.812500 Penalty: 4148.333496
	Iteration 11Q: 3 clusters Score -548872.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -548875.750000 Penalty: 4148.333496
	Iteration 12Q: 3 clusters Score -548875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -548876.312500 Penalty: 4148.333496
	Iteration 13Q: 3 clusters Score -548876.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -548878.062500 Penalty: 4148.333496
	Iteration 14Q: 3 clusters Score -548878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -548878.812500 Penalty: 4148.333496
	Iteration 15Q: 3 clusters Score -548878.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -548879.375000 Penalty: 4148.333496
	Iteration 16Q: 3 clusters Score -548879.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -548879.937500 Penalty: 4148.333496
	Iteration 17Q: 3 clusters Score -548879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -548879.187500 Penalty: 4148.333496
	Iteration 18Q: 3 clusters Score -548879.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -548879.187500 Penalty: 4148.333496
	Iteration 19F: 3 clusters Score -548879.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 176209 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 24037 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 31484 members 
Mstep: Class 13 contains 188290 members 
Mstep: Class 14 contains 218446 members 
Mstep: Class 15 contains 201704 members 
Mstep: Class 16 contains 58152 members 
Mstep: Class 17 contains 3267 members 
Mstep: Class 18 contains 1513 members 
Mstep: Class 19 contains 8034 members 
Mstep: Class 20 contains 14776 members 
Mstep: Class 21 contains 3607 members 
Mstep: Class 22 contains 39594 members 
Mstep: Class 24 contains 1867 members 
Entering Unmasked Estep 
Score: -135790176.000000 Penalty: 65085.578125
Splitting cluster 17 changes total score from -135791520.000000 to -135790176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -190693.656250 Penalty: 1815.818726
	Iteration 0F: 2 clusters Score -190693.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -188573.453125 Penalty: 3631.637451
	Iteration 0F: 3 clusters Score -188573.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -189259.187500 Penalty: 3631.637451
	Iteration 1F: 3 clusters Score -189259.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -189757.343750 Penalty: 3631.637451
	Iteration 2F: 3 clusters Score -189757.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -190434.015625 Penalty: 3631.637451
	Iteration 3F: 3 clusters Score -190434 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -191268.625000 Penalty: 3631.637451
	Iteration 4F: 3 clusters Score -191268.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -191889.484375 Penalty: 3631.637451
	Iteration 5F: 3 clusters Score -191889.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -192270.640625 Penalty: 3631.637451
	Iteration 6Q: 3 clusters Score -192270.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -192298.828125 Penalty: 3631.637451
	Iteration 7Q: 3 clusters Score -192298.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -192322.546875 Penalty: 3631.637451
	Iteration 8Q: 3 clusters Score -192322.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -192346.687500 Penalty: 3631.637451
	Iteration 9Q: 3 clusters Score -192346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -192346.687500 Penalty: 3631.637451
	Iteration 10F: 3 clusters Score -192346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 176209 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 24037 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 31484 members 
Mstep: Class 13 contains 188290 members 
Mstep: Class 14 contains 218446 members 
Mstep: Class 15 contains 201704 members 
Mstep: Class 16 contains 58152 members 
Mstep: Class 17 contains 4288 members 
Mstep: Class 18 contains 411 members 
Mstep: Class 19 contains 8034 members 
Mstep: Class 20 contains 14776 members 
Mstep: Class 21 contains 3607 members 
Mstep: Class 22 contains 39594 members 
Mstep: Class 24 contains 1867 members 
Entering Unmasked Estep 
Score: -135790688.000000 Penalty: 65085.578125
Splitting cluster 18 changes total score from -135791520.000000 to -135790688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (8034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Entering Unmasked Estep 
Score: -1094260.875000 Penalty: 2229.876709
	Iteration 0F: 2 clusters Score -1094261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1087787.000000 Penalty: 4459.753418
	Iteration 0F: 3 clusters Score -1087787 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1089530.625000 Penalty: 4459.753418
	Iteration 1F: 3 clusters Score -1089531 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1089781.375000 Penalty: 4459.753418
	Iteration 2F: 3 clusters Score -1089781 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1089966.375000 Penalty: 4459.753418
	Iteration 3Q: 3 clusters Score -1089966 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1090113.125000 Penalty: 4459.753418
	Iteration 4Q: 3 clusters Score -1090113 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1090259.375000 Penalty: 4459.753418
	Iteration 5Q: 3 clusters Score -1090259 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1090389.500000 Penalty: 4459.753418
	Iteration 6Q: 3 clusters Score -1090390 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1090513.750000 Penalty: 4459.753418
	Iteration 7Q: 3 clusters Score -1090514 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1090615.375000 Penalty: 4459.753418
	Iteration 8Q: 3 clusters Score -1090615 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1090702.750000 Penalty: 4459.753418
	Iteration 9Q: 3 clusters Score -1090703 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1090761.125000 Penalty: 4459.753418
	Iteration 10Q: 3 clusters Score -1090761 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1090812.250000 Penalty: 4459.753418
	Iteration 11Q: 3 clusters Score -1090812 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1090864.750000 Penalty: 4459.753418
	Iteration 12Q: 3 clusters Score -1090865 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1090903.625000 Penalty: 4459.753418
	Iteration 13Q: 3 clusters Score -1090904 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1090942.625000 Penalty: 4459.753418
	Iteration 14Q: 3 clusters Score -1090943 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1090974.750000 Penalty: 4459.753418
	Iteration 15Q: 3 clusters Score -1090975 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1091000.250000 Penalty: 4459.753418
	Iteration 16Q: 3 clusters Score -1091000 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1091017.500000 Penalty: 4459.753418
	Iteration 17Q: 3 clusters Score -1091018 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1091030.875000 Penalty: 4459.753418
	Iteration 18Q: 3 clusters Score -1091031 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1091047.625000 Penalty: 4459.753418
	Iteration 19Q: 3 clusters Score -1091048 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1091067.875000 Penalty: 4459.753418
	Iteration 20F: 3 clusters Score -1091068 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1091087.750000 Penalty: 4459.753418
	Iteration 21Q: 3 clusters Score -1091088 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1091110.625000 Penalty: 4459.753418
	Iteration 22Q: 3 clusters Score -1091111 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1091139.750000 Penalty: 4459.753418
	Iteration 23Q: 3 clusters Score -1091140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1091159.625000 Penalty: 4459.753418
	Iteration 24Q: 3 clusters Score -1091160 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1091181.750000 Penalty: 4459.753418
	Iteration 25Q: 3 clusters Score -1091182 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1091203.625000 Penalty: 4459.753418
	Iteration 26Q: 3 clusters Score -1091204 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1091224.375000 Penalty: 4459.753418
	Iteration 27Q: 3 clusters Score -1091224 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1091253.000000 Penalty: 4459.753418
	Iteration 28Q: 3 clusters Score -1091253 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1091276.875000 Penalty: 4459.753418
	Iteration 29Q: 3 clusters Score -1091277 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1091306.250000 Penalty: 4459.753418
	Iteration 30Q: 3 clusters Score -1091306 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1091328.625000 Penalty: 4459.753418
	Iteration 31Q: 3 clusters Score -1091329 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1091359.000000 Penalty: 4459.753418
	Iteration 32Q: 3 clusters Score -1091359 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1091398.125000 Penalty: 4459.753418
	Iteration 33Q: 3 clusters Score -1091398 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1091438.375000 Penalty: 4459.753418
	Iteration 34Q: 3 clusters Score -1091438 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1091492.750000 Penalty: 4459.753418
	Iteration 35Q: 3 clusters Score -1091493 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1091542.250000 Penalty: 4459.753418
	Iteration 36Q: 3 clusters Score -1091542 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1091605.125000 Penalty: 4459.753418
	Iteration 37Q: 3 clusters Score -1091605 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1091669.750000 Penalty: 4459.753418
	Iteration 38Q: 3 clusters Score -1091670 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1091730.625000 Penalty: 4459.753418
	Iteration 39Q: 3 clusters Score -1091731 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1091782.875000 Penalty: 4459.753418
	Iteration 40F: 3 clusters Score -1091783 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1091832.250000 Penalty: 4459.753418
	Iteration 41Q: 3 clusters Score -1091832 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1091877.625000 Penalty: 4459.753418
	Iteration 42Q: 3 clusters Score -1091878 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1091920.500000 Penalty: 4459.753418
	Iteration 43Q: 3 clusters Score -1091920 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1091963.125000 Penalty: 4459.753418
	Iteration 44Q: 3 clusters Score -1091963 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1091995.500000 Penalty: 4459.753418
	Iteration 45Q: 3 clusters Score -1091996 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1092031.625000 Penalty: 4459.753418
	Iteration 46Q: 3 clusters Score -1092032 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1092072.125000 Penalty: 4459.753418
	Iteration 47Q: 3 clusters Score -1092072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1092099.000000 Penalty: 4459.753418
	Iteration 48Q: 3 clusters Score -1092099 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1092120.375000 Penalty: 4459.753418
	Iteration 49Q: 3 clusters Score -1092120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1092145.375000 Penalty: 4459.753418
	Iteration 50Q: 3 clusters Score -1092145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1092172.500000 Penalty: 4459.753418
	Iteration 51Q: 3 clusters Score -1092172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1092197.500000 Penalty: 4459.753418
	Iteration 52Q: 3 clusters Score -1092198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1092220.500000 Penalty: 4459.753418
	Iteration 53Q: 3 clusters Score -1092220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1092245.375000 Penalty: 4459.753418
	Iteration 54Q: 3 clusters Score -1092245 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1092261.500000 Penalty: 4459.753418
	Iteration 55Q: 3 clusters Score -1092262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1092276.250000 Penalty: 4459.753418
	Iteration 56Q: 3 clusters Score -1092276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1092285.750000 Penalty: 4459.753418
	Iteration 57Q: 3 clusters Score -1092286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1092296.000000 Penalty: 4459.753418
	Iteration 58Q: 3 clusters Score -1092296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1092303.875000 Penalty: 4459.753418
	Iteration 59Q: 3 clusters Score -1092304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1092310.250000 Penalty: 4459.753418
	Iteration 60F: 3 clusters Score -1092310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1092317.875000 Penalty: 4459.753418
	Iteration 61Q: 3 clusters Score -1092318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1092318.500000 Penalty: 4459.753418
	Iteration 62Q: 3 clusters Score -1092318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1092318.750000 Penalty: 4459.753418
	Iteration 63Q: 3 clusters Score -1092319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1092318.750000 Penalty: 4459.753418
	Iteration 64F: 3 clusters Score -1092319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Entering Unmasked Estep 
Score: -2061716.000000 Penalty: 2380.988281
	Iteration 0F: 2 clusters Score -2061716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2050975.875000 Penalty: 4761.976562
	Iteration 0F: 3 clusters Score -2050976 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2054405.000000 Penalty: 4761.976562
	Iteration 1F: 3 clusters Score -2054405 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2054735.125000 Penalty: 4761.976562
	Iteration 2F: 3 clusters Score -2054735 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2054966.625000 Penalty: 4761.976562
	Iteration 3Q: 3 clusters Score -2054967 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2055172.500000 Penalty: 4761.976562
	Iteration 4Q: 3 clusters Score -2055172 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2055356.125000 Penalty: 4761.976562
	Iteration 5Q: 3 clusters Score -2055356 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2055532.250000 Penalty: 4761.976562
	Iteration 6Q: 3 clusters Score -2055532 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2055738.125000 Penalty: 4761.976562
	Iteration 7Q: 3 clusters Score -2055738 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2056002.875000 Penalty: 4761.976562
	Iteration 8Q: 3 clusters Score -2056003 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2056356.000000 Penalty: 4761.976562
	Iteration 9Q: 3 clusters Score -2056356 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2056829.875000 Penalty: 4761.976562
	Iteration 10Q: 3 clusters Score -2056830 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2057365.375000 Penalty: 4761.976562
	Iteration 11F: 3 clusters Score -2057365 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2057921.875000 Penalty: 4761.976562
	Iteration 12Q: 3 clusters Score -2057922 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2058430.750000 Penalty: 4761.976562
	Iteration 13Q: 3 clusters Score -2058431 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2058798.000000 Penalty: 4761.976562
	Iteration 14Q: 3 clusters Score -2058798 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2059049.750000 Penalty: 4761.976562
	Iteration 15Q: 3 clusters Score -2059050 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2059223.125000 Penalty: 4761.976562
	Iteration 16Q: 3 clusters Score -2059223 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2059362.375000 Penalty: 4761.976562
	Iteration 17Q: 3 clusters Score -2059362 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2059475.250000 Penalty: 4761.976562
	Iteration 18Q: 3 clusters Score -2059475 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2059569.125000 Penalty: 4761.976562
	Iteration 19Q: 3 clusters Score -2059569 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2059629.000000 Penalty: 4761.976562
	Iteration 20F: 3 clusters Score -2059629 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2059670.750000 Penalty: 4761.976562
	Iteration 21Q: 3 clusters Score -2059671 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2059715.625000 Penalty: 4761.976562
	Iteration 22Q: 3 clusters Score -2059716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2059750.375000 Penalty: 4761.976562
	Iteration 23Q: 3 clusters Score -2059750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2059795.875000 Penalty: 4761.976562
	Iteration 24Q: 3 clusters Score -2059796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2059823.375000 Penalty: 4761.976562
	Iteration 25Q: 3 clusters Score -2059823 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2059852.125000 Penalty: 4761.976562
	Iteration 26Q: 3 clusters Score -2059852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2059867.125000 Penalty: 4761.976562
	Iteration 27Q: 3 clusters Score -2059867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2059872.250000 Penalty: 4761.976562
	Iteration 28Q: 3 clusters Score -2059872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2059876.875000 Penalty: 4761.976562
	Iteration 29Q: 3 clusters Score -2059877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2059878.000000 Penalty: 4761.976562
	Iteration 30Q: 3 clusters Score -2059878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2059878.750000 Penalty: 4761.976562
	Iteration 31Q: 3 clusters Score -2059879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2059879.750000 Penalty: 4761.976562
	Iteration 32Q: 3 clusters Score -2059880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2059879.750000 Penalty: 4761.976562
	Iteration 33F: 3 clusters Score -2059880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Entering Unmasked Estep 
Score: -497135.875000 Penalty: 2031.276733
	Iteration 0F: 2 clusters Score -497135.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -493482.093750 Penalty: 4062.553467
	Iteration 0F: 3 clusters Score -493482.1 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -494262.187500 Penalty: 4062.553467
	Iteration 1F: 3 clusters Score -494262.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -494421.718750 Penalty: 4062.553467
	Iteration 2F: 3 clusters Score -494421.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -494504.437500 Penalty: 4062.553467
	Iteration 3Q: 3 clusters Score -494504.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -494574.125000 Penalty: 4062.553467
	Iteration 4Q: 3 clusters Score -494574.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -494628.375000 Penalty: 4062.553467
	Iteration 5Q: 3 clusters Score -494628.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -494690.812500 Penalty: 4062.553467
	Iteration 6Q: 3 clusters Score -494690.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -494747.656250 Penalty: 4062.553467
	Iteration 7Q: 3 clusters Score -494747.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -494796.468750 Penalty: 4062.553467
	Iteration 8Q: 3 clusters Score -494796.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -494842.187500 Penalty: 4062.553467
	Iteration 9Q: 3 clusters Score -494842.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -494884.750000 Penalty: 4062.553467
	Iteration 10Q: 3 clusters Score -494884.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -494926.468750 Penalty: 4062.553467
	Iteration 11Q: 3 clusters Score -494926.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -494961.968750 Penalty: 4062.553467
	Iteration 12Q: 3 clusters Score -494962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -494984.906250 Penalty: 4062.553467
	Iteration 13Q: 3 clusters Score -494984.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -495002.937500 Penalty: 4062.553467
	Iteration 14Q: 3 clusters Score -495002.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -495017.968750 Penalty: 4062.553467
	Iteration 15Q: 3 clusters Score -495018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -495038.312500 Penalty: 4062.553467
	Iteration 16Q: 3 clusters Score -495038.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -495053.406250 Penalty: 4062.553467
	Iteration 17Q: 3 clusters Score -495053.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -495066.312500 Penalty: 4062.553467
	Iteration 18Q: 3 clusters Score -495066.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -495076.781250 Penalty: 4062.553467
	Iteration 19Q: 3 clusters Score -495076.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -495083.031250 Penalty: 4062.553467
	Iteration 20F: 3 clusters Score -495083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -495091.781250 Penalty: 4062.553467
	Iteration 21Q: 3 clusters Score -495091.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -495098.125000 Penalty: 4062.553467
	Iteration 22Q: 3 clusters Score -495098.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -495103.500000 Penalty: 4062.553467
	Iteration 23Q: 3 clusters Score -495103.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -495109.312500 Penalty: 4062.553467
	Iteration 24Q: 3 clusters Score -495109.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -495117.093750 Penalty: 4062.553467
	Iteration 25Q: 3 clusters Score -495117.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -495124.156250 Penalty: 4062.553467
	Iteration 26Q: 3 clusters Score -495124.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -495131.062500 Penalty: 4062.553467
	Iteration 27Q: 3 clusters Score -495131.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -495135.781250 Penalty: 4062.553467
	Iteration 28Q: 3 clusters Score -495135.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -495138.781250 Penalty: 4062.553467
	Iteration 29Q: 3 clusters Score -495138.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -495140.687500 Penalty: 4062.553467
	Iteration 30Q: 3 clusters Score -495140.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -495141.343750 Penalty: 4062.553467
	Iteration 31Q: 3 clusters Score -495141.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -495142.906250 Penalty: 4062.553467
	Iteration 32Q: 3 clusters Score -495142.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -495143.937500 Penalty: 4062.553467
	Iteration 33Q: 3 clusters Score -495143.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -495147.656250 Penalty: 4062.553467
	Iteration 34Q: 3 clusters Score -495147.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -495148.656250 Penalty: 4062.553467
	Iteration 35Q: 3 clusters Score -495148.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -495149.375000 Penalty: 4062.553467
	Iteration 36Q: 3 clusters Score -495149.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -495149.593750 Penalty: 4062.553467
	Iteration 37Q: 3 clusters Score -495149.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -495150.500000 Penalty: 4062.553467
	Iteration 38Q: 3 clusters Score -495150.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -495151.218750 Penalty: 4062.553467
	Iteration 39Q: 3 clusters Score -495151.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -495151.625000 Penalty: 4062.553467
	Iteration 40F: 3 clusters Score -495151.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -495151.968750 Penalty: 4062.553467
	Iteration 41Q: 3 clusters Score -495152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -495151.968750 Penalty: 4062.553467
	Iteration 42F: 3 clusters Score -495152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (39594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Entering Unmasked Estep 
Score: -5353367.500000 Penalty: 2625.435303
	Iteration 0F: 2 clusters Score -5353368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -5326308.500000 Penalty: 5250.870605
	Iteration 0F: 3 clusters Score -5326308 nChanged 18232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -5336152.500000 Penalty: 5250.870605
	Iteration 1F: 3 clusters Score -5336152 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -5336582.500000 Penalty: 5250.870605
	Iteration 2Q: 3 clusters Score -5336582 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -5336988.500000 Penalty: 5250.870605
	Iteration 3Q: 3 clusters Score -5336988 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -5337408.500000 Penalty: 5250.870605
	Iteration 4Q: 3 clusters Score -5337408 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -5337916.500000 Penalty: 5250.870605
	Iteration 5Q: 3 clusters Score -5337916 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -5338576.000000 Penalty: 5250.870605
	Iteration 6Q: 3 clusters Score -5338576 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -5339478.000000 Penalty: 5250.870605
	Iteration 7Q: 3 clusters Score -5339478 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -5340661.500000 Penalty: 5250.870605
	Iteration 8F: 3 clusters Score -5340662 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -5341935.500000 Penalty: 5250.870605
	Iteration 9F: 3 clusters Score -5341936 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -5343199.500000 Penalty: 5250.870605
	Iteration 10F: 3 clusters Score -5343200 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -5344239.000000 Penalty: 5250.870605
	Iteration 11F: 3 clusters Score -5344239 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -5344916.500000 Penalty: 5250.870605
	Iteration 12Q: 3 clusters Score -5344916 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -5345321.000000 Penalty: 5250.870605
	Iteration 13Q: 3 clusters Score -5345321 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -5345605.000000 Penalty: 5250.870605
	Iteration 14Q: 3 clusters Score -5345605 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -5345794.000000 Penalty: 5250.870605
	Iteration 15Q: 3 clusters Score -5345794 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -5345938.500000 Penalty: 5250.870605
	Iteration 16Q: 3 clusters Score -5345938 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -5346027.000000 Penalty: 5250.870605
	Iteration 17Q: 3 clusters Score -5346027 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -5346155.000000 Penalty: 5250.870605
	Iteration 18Q: 3 clusters Score -5346155 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -5346299.500000 Penalty: 5250.870605
	Iteration 19Q: 3 clusters Score -5346300 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -5346419.000000 Penalty: 5250.870605
	Iteration 20F: 3 clusters Score -5346419 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -5346561.000000 Penalty: 5250.870605
	Iteration 21Q: 3 clusters Score -5346561 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -5346815.000000 Penalty: 5250.870605
	Iteration 22Q: 3 clusters Score -5346815 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -5347091.500000 Penalty: 5250.870605
	Iteration 23Q: 3 clusters Score -5347092 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -5347462.000000 Penalty: 5250.870605
	Iteration 24Q: 3 clusters Score -5347462 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -5347850.500000 Penalty: 5250.870605
	Iteration 25Q: 3 clusters Score -5347850 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -5348289.500000 Penalty: 5250.870605
	Iteration 26Q: 3 clusters Score -5348290 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -5348770.500000 Penalty: 5250.870605
	Iteration 27Q: 3 clusters Score -5348770 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -5349237.000000 Penalty: 5250.870605
	Iteration 28Q: 3 clusters Score -5349237 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -5349711.000000 Penalty: 5250.870605
	Iteration 29Q: 3 clusters Score -5349711 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5350212.500000 Penalty: 5250.870605
	Iteration 30Q: 3 clusters Score -5350212 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5350635.000000 Penalty: 5250.870605
	Iteration 31Q: 3 clusters Score -5350635 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5350965.500000 Penalty: 5250.870605
	Iteration 32Q: 3 clusters Score -5350966 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5351258.000000 Penalty: 5250.870605
	Iteration 33Q: 3 clusters Score -5351258 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5351410.000000 Penalty: 5250.870605
	Iteration 34Q: 3 clusters Score -5351410 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5351516.500000 Penalty: 5250.870605
	Iteration 35Q: 3 clusters Score -5351516 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5351568.000000 Penalty: 5250.870605
	Iteration 36Q: 3 clusters Score -5351568 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5351597.500000 Penalty: 5250.870605
	Iteration 37Q: 3 clusters Score -5351598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5351616.000000 Penalty: 5250.870605
	Iteration 38Q: 3 clusters Score -5351616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5351632.500000 Penalty: 5250.870605
	Iteration 39Q: 3 clusters Score -5351632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5351641.000000 Penalty: 5250.870605
	Iteration 40F: 3 clusters Score -5351641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5351645.000000 Penalty: 5250.870605
	Iteration 41Q: 3 clusters Score -5351645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5351646.500000 Penalty: 5250.870605
	Iteration 42Q: 3 clusters Score -5351646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5351648.500000 Penalty: 5250.870605
	Iteration 43Q: 3 clusters Score -5351648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5351652.500000 Penalty: 5250.870605
	Iteration 44Q: 3 clusters Score -5351652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5351645.500000 Penalty: 5250.870605
	Iteration 45Q: 3 clusters Score -5351646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5351646.000000 Penalty: 5250.870605
	Iteration 46Q: 3 clusters Score -5351646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5351647.500000 Penalty: 5250.870605
	Iteration 47Q: 3 clusters Score -5351648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5351649.500000 Penalty: 5250.870605
	Iteration 48Q: 3 clusters Score -5351650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5351654.000000 Penalty: 5250.870605
	Iteration 49Q: 3 clusters Score -5351654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5351654.000000 Penalty: 5250.870605
	Iteration 50Q: 3 clusters Score -5351654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5351657.000000 Penalty: 5250.870605
	Iteration 51Q: 3 clusters Score -5351657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5351654.500000 Penalty: 5250.870605
	Iteration 52Q: 3 clusters Score -5351654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5351656.500000 Penalty: 5250.870605
	Iteration 53Q: 3 clusters Score -5351656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5351656.500000 Penalty: 5250.870605
	Iteration 54Q: 3 clusters Score -5351656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5351658.500000 Penalty: 5250.870605
	Iteration 55Q: 3 clusters Score -5351658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5351659.000000 Penalty: 5250.870605
	Iteration 56Q: 3 clusters Score -5351659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5351659.000000 Penalty: 5250.870605
	Iteration 57F: 3 clusters Score -5351659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Entering Unmasked Estep 
Score: -225036.078125 Penalty: 1867.957886
	Iteration 0F: 2 clusters Score -225036.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -222793.750000 Penalty: 3735.915771
	Iteration 0F: 3 clusters Score -222793.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -224068.890625 Penalty: 3735.915771
	Iteration 1F: 3 clusters Score -224068.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -225240.062500 Penalty: 3735.915771
	Iteration 2F: 3 clusters Score -225240.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -226614.843750 Penalty: 3735.915771
	Iteration 3F: 3 clusters Score -226614.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -227489.812500 Penalty: 3735.915771
	Iteration 4F: 3 clusters Score -227489.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -228081.578125 Penalty: 3735.915771
	Iteration 5F: 3 clusters Score -228081.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -228457.453125 Penalty: 3735.915771
	Iteration 6F: 3 clusters Score -228457.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -228623.156250 Penalty: 3735.915771
	Iteration 7Q: 3 clusters Score -228623.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -228694.406250 Penalty: 3735.915771
	Iteration 8Q: 3 clusters Score -228694.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -228717.375000 Penalty: 3735.915771
	Iteration 9Q: 3 clusters Score -228717.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -228731.000000 Penalty: 3735.915771
	Iteration 10Q: 3 clusters Score -228731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -228756.656250 Penalty: 3735.915771
	Iteration 11Q: 3 clusters Score -228756.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -228766.593750 Penalty: 3735.915771
	Iteration 12Q: 3 clusters Score -228766.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -228773.390625 Penalty: 3735.915771
	Iteration 13Q: 3 clusters Score -228773.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -228780.640625 Penalty: 3735.915771
	Iteration 14Q: 3 clusters Score -228780.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -228780.640625 Penalty: 3735.915771
	Iteration 15F: 3 clusters Score -228780.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 492 members 
Mstep: Class 4 contains 176209 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 24037 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 31484 members 
Mstep: Class 13 contains 188290 members 
Mstep: Class 14 contains 218446 members 
Mstep: Class 15 contains 201704 members 
Mstep: Class 16 contains 58152 members 
Mstep: Class 17 contains 4288 members 
Mstep: Class 18 contains 1513 members 
Mstep: Class 19 contains 8034 members 
Mstep: Class 20 contains 14776 members 
Mstep: Class 21 contains 3607 members 
Mstep: Class 22 contains 39594 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
Score: -135793024.000000 Penalty: 65085.578125
Splitting cluster 24 changes total score from -135791520.000000 to -135793024.000000
So it's getting split into cluster 3.
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 4 contains 176209 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 24037 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 31484 members 
Mstep: Class 13 contains 188290 members 
Mstep: Class 14 contains 218446 members 
Mstep: Class 15 contains 201704 members 
Mstep: Class 16 contains 58152 members 
Mstep: Class 17 contains 4288 members 
Mstep: Class 18 contains 1513 members 
Mstep: Class 19 contains 8034 members 
Mstep: Class 20 contains 14776 members 
Mstep: Class 21 contains 3607 members 
Mstep: Class 22 contains 39594 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135795792.000000 Penalty: 65085.578125
Iteration 39Q: 20 clusters Score -1.357958e+08 nChanged 16576
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 3663 members 
Mstep: Class 3 contains 492 members 
Mstep: Class 4 contains 181789 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 23860 members 
Mstep: Class 10 contains 7429 members 
Mstep: Class 11 contains 32100 members 
Mstep: Class 13 contains 183643 members 
Mstep: Class 14 contains 222718 members 
Mstep: Class 15 contains 201600 members 
Mstep: Class 16 contains 52917 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 18 contains 1516 members 
Mstep: Class 19 contains 8031 members 
Mstep: Class 20 contains 14644 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 39477 members 
Mstep: Class 24 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797968.000000 Penalty: 65085.578125
Iteration 40F: 20 clusters Score -1.35798e+08 nChanged 16384
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 3647 members 
Mstep: Class 3 contains 492 members 
Mstep: Class 4 contains 187518 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 23832 members 
Mstep: Class 10 contains 7354 members 
Mstep: Class 11 contains 32750 members 
Mstep: Class 13 contains 178787 members 
Mstep: Class 14 contains 227110 members 
Mstep: Class 15 contains 201460 members 
Mstep: Class 16 contains 47590 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 1516 members 
Mstep: Class 19 contains 8024 members 
Mstep: Class 20 contains 14514 members 
Mstep: Class 21 contains 3693 members 
Mstep: Class 22 contains 39348 members 
Mstep: Class 24 contains 1407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800528.000000 Penalty: 65085.578125
Iteration 41Q: 20 clusters Score -1.358005e+08 nChanged 15762
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 3624 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 192525 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 23904 members 
Mstep: Class 10 contains 7294 members 
Mstep: Class 11 contains 33375 members 
Mstep: Class 13 contains 173866 members 
Mstep: Class 14 contains 231736 members 
Mstep: Class 15 contains 201293 members 
Mstep: Class 16 contains 42763 members 
Mstep: Class 17 contains 4270 members 
Mstep: Class 18 contains 1516 members 
Mstep: Class 19 contains 8034 members 
Mstep: Class 20 contains 14386 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 39233 members 
Mstep: Class 24 contains 1409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801008.000000 Penalty: 65085.578125
Iteration 42Q: 20 clusters Score -1.35801e+08 nChanged 15081
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 3598 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 196757 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 24009 members 
Mstep: Class 10 contains 7243 members 
Mstep: Class 11 contains 33985 members 
Mstep: Class 13 contains 168932 members 
Mstep: Class 14 contains 236494 members 
Mstep: Class 15 contains 201143 members 
Mstep: Class 16 contains 38457 members 
Mstep: Class 17 contains 4262 members 
Mstep: Class 18 contains 1515 members 
Mstep: Class 19 contains 8057 members 
Mstep: Class 20 contains 14276 members 
Mstep: Class 21 contains 3767 members 
Mstep: Class 22 contains 39138 members 
Mstep: Class 24 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801616.000000 Penalty: 65085.578125
Iteration 43Q: 20 clusters Score -1.358016e+08 nChanged 14160
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 200321 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 24134 members 
Mstep: Class 10 contains 7201 members 
Mstep: Class 11 contains 34633 members 
Mstep: Class 13 contains 164198 members 
Mstep: Class 14 contains 241155 members 
Mstep: Class 15 contains 200989 members 
Mstep: Class 16 contains 34676 members 
Mstep: Class 17 contains 4251 members 
Mstep: Class 18 contains 1515 members 
Mstep: Class 19 contains 8076 members 
Mstep: Class 20 contains 14188 members 
Mstep: Class 21 contains 3798 members 
Mstep: Class 22 contains 39056 members 
Mstep: Class 24 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801648.000000 Penalty: 65085.578125
Iteration 44Q: 20 clusters Score -1.358016e+08 nChanged 13414
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 3490 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 203200 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 24302 members 
Mstep: Class 10 contains 7191 members 
Mstep: Class 11 contains 35260 members 
Mstep: Class 13 contains 159620 members 
Mstep: Class 14 contains 245805 members 
Mstep: Class 15 contains 200804 members 
Mstep: Class 16 contains 31403 members 
Mstep: Class 17 contains 4247 members 
Mstep: Class 18 contains 1514 members 
Mstep: Class 19 contains 8081 members 
Mstep: Class 20 contains 14088 members 
Mstep: Class 21 contains 3837 members 
Mstep: Class 22 contains 38967 members 
Mstep: Class 24 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801872.000000 Penalty: 65085.578125
Iteration 45Q: 20 clusters Score -1.358019e+08 nChanged 12473
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 3463 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 205415 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 24499 members 
Mstep: Class 10 contains 7200 members 
Mstep: Class 11 contains 35873 members 
Mstep: Class 13 contains 155345 members 
Mstep: Class 14 contains 250185 members 
Mstep: Class 15 contains 200671 members 
Mstep: Class 16 contains 28605 members 
Mstep: Class 17 contains 4243 members 
Mstep: Class 18 contains 1515 members 
Mstep: Class 19 contains 8080 members 
Mstep: Class 20 contains 14007 members 
Mstep: Class 21 contains 3882 members 
Mstep: Class 22 contains 38882 members 
Mstep: Class 24 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801680.000000 Penalty: 65085.578125
Iteration 46Q: 20 clusters Score -1.358017e+08 nChanged 11443
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 3420 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 207317 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 24680 members 
Mstep: Class 10 contains 7216 members 
Mstep: Class 11 contains 36492 members 
Mstep: Class 13 contains 151565 members 
Mstep: Class 14 contains 253920 members 
Mstep: Class 15 contains 200596 members 
Mstep: Class 16 contains 26183 members 
Mstep: Class 17 contains 4243 members 
Mstep: Class 18 contains 1515 members 
Mstep: Class 19 contains 8091 members 
Mstep: Class 20 contains 13931 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 38821 members 
Mstep: Class 24 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800976.000000 Penalty: 65085.578125
Iteration 47Q: 20 clusters Score -1.35801e+08 nChanged 10778
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 3375 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 208987 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 24844 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 37083 members 
Mstep: Class 13 contains 148197 members 
Mstep: Class 14 contains 257275 members 
Mstep: Class 15 contains 200459 members 
Mstep: Class 16 contains 24070 members 
Mstep: Class 17 contains 4240 members 
Mstep: Class 18 contains 1515 members 
Mstep: Class 19 contains 8081 members 
Mstep: Class 20 contains 13860 members 
Mstep: Class 21 contains 3989 members 
Mstep: Class 22 contains 38747 members 
Mstep: Class 24 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800800.000000 Penalty: 65085.578125
Iteration 48Q: 20 clusters Score -1.358008e+08 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 3317 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 210382 members 
Mstep: Class 8 contains 391 members 
Mstep: Class 9 contains 24996 members 
Mstep: Class 10 contains 7270 members 
Mstep: Class 11 contains 37688 members 
Mstep: Class 13 contains 145240 members 
Mstep: Class 14 contains 260126 members 
Mstep: Class 15 contains 200311 members 
Mstep: Class 16 contains 22297 members 
Mstep: Class 17 contains 4238 members 
Mstep: Class 18 contains 1515 members 
Mstep: Class 19 contains 8077 members 
Mstep: Class 20 contains 13779 members 
Mstep: Class 21 contains 4059 members 
Mstep: Class 22 contains 38712 members 
Mstep: Class 24 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798992.000000 Penalty: 65085.578125
Iteration 49Q: 20 clusters Score -1.35799e+08 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 211576 members 
Mstep: Class 8 contains 391 members 
Mstep: Class 9 contains 25145 members 
Mstep: Class 10 contains 7288 members 
Mstep: Class 11 contains 38268 members 
Mstep: Class 13 contains 142683 members 
Mstep: Class 14 contains 262548 members 
Mstep: Class 15 contains 200198 members 
Mstep: Class 16 contains 20778 members 
Mstep: Class 17 contains 4239 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 8070 members 
Mstep: Class 20 contains 13691 members 
Mstep: Class 21 contains 4130 members 
Mstep: Class 22 contains 38662 members 
Mstep: Class 24 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797808.000000 Penalty: 65085.578125
Iteration 50Q: 20 clusters Score -1.357978e+08 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 212629 members 
Mstep: Class 8 contains 391 members 
Mstep: Class 9 contains 25276 members 
Mstep: Class 10 contains 7335 members 
Mstep: Class 11 contains 38799 members 
Mstep: Class 13 contains 140429 members 
Mstep: Class 14 contains 264586 members 
Mstep: Class 15 contains 200111 members 
Mstep: Class 16 contains 19486 members 
Mstep: Class 17 contains 4238 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 8063 members 
Mstep: Class 20 contains 13612 members 
Mstep: Class 21 contains 4209 members 
Mstep: Class 22 contains 38610 members 
Mstep: Class 24 contains 1414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796768.000000 Penalty: 65085.578125
Iteration 51Q: 20 clusters Score -1.357968e+08 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 213576 members 
Mstep: Class 8 contains 391 members 
Mstep: Class 9 contains 25368 members 
Mstep: Class 10 contains 7382 members 
Mstep: Class 11 contains 39331 members 
Mstep: Class 13 contains 138491 members 
Mstep: Class 14 contains 266178 members 
Mstep: Class 15 contains 200087 members 
Mstep: Class 16 contains 18382 members 
Mstep: Class 17 contains 4235 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 8069 members 
Mstep: Class 20 contains 13527 members 
Mstep: Class 21 contains 4266 members 
Mstep: Class 22 contains 38566 members 
Mstep: Class 24 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796608.000000 Penalty: 65085.578125
Iteration 52Q: 20 clusters Score -1.357966e+08 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 214575 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 25448 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 39776 members 
Mstep: Class 13 contains 136829 members 
Mstep: Class 14 contains 267403 members 
Mstep: Class 15 contains 200058 members 
Mstep: Class 16 contains 17398 members 
Mstep: Class 17 contains 4232 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 8062 members 
Mstep: Class 20 contains 13480 members 
Mstep: Class 21 contains 4319 members 
Mstep: Class 22 contains 38538 members 
Mstep: Class 24 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135796800.000000 Penalty: 65085.578125
Iteration 53Q: 20 clusters Score -1.357968e+08 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 3095 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 215576 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 25515 members 
Mstep: Class 10 contains 7427 members 
Mstep: Class 11 contains 40172 members 
Mstep: Class 13 contains 135406 members 
Mstep: Class 14 contains 268290 members 
Mstep: Class 15 contains 200032 members 
Mstep: Class 16 contains 16599 members 
Mstep: Class 17 contains 4232 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 8051 members 
Mstep: Class 20 contains 13418 members 
Mstep: Class 21 contains 4353 members 
Mstep: Class 22 contains 38502 members 
Mstep: Class 24 contains 1414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797296.000000 Penalty: 65085.578125
Iteration 54Q: 20 clusters Score -1.357973e+08 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 3057 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 216607 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 25587 members 
Mstep: Class 10 contains 7467 members 
Mstep: Class 11 contains 40509 members 
Mstep: Class 13 contains 134137 members 
Mstep: Class 14 contains 268844 members 
Mstep: Class 15 contains 200002 members 
Mstep: Class 16 contains 15957 members 
Mstep: Class 17 contains 4231 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 8045 members 
Mstep: Class 20 contains 13372 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 38479 members 
Mstep: Class 24 contains 1414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135797952.000000 Penalty: 65085.578125
Iteration 55Q: 20 clusters Score -1.35798e+08 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 217647 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 25618 members 
Mstep: Class 10 contains 7483 members 
Mstep: Class 11 contains 40794 members 
Mstep: Class 13 contains 133065 members 
Mstep: Class 14 contains 269246 members 
Mstep: Class 15 contains 199930 members 
Mstep: Class 16 contains 15446 members 
Mstep: Class 17 contains 4228 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 8035 members 
Mstep: Class 20 contains 13332 members 
Mstep: Class 21 contains 4426 members 
Mstep: Class 22 contains 38461 members 
Mstep: Class 24 contains 1414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798240.000000 Penalty: 65085.578125
Iteration 56Q: 20 clusters Score -1.357982e+08 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 218623 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 25657 members 
Mstep: Class 10 contains 7497 members 
Mstep: Class 11 contains 41033 members 
Mstep: Class 13 contains 132125 members 
Mstep: Class 14 contains 269479 members 
Mstep: Class 15 contains 199888 members 
Mstep: Class 16 contains 15046 members 
Mstep: Class 17 contains 4227 members 
Mstep: Class 18 contains 1516 members 
Mstep: Class 19 contains 8029 members 
Mstep: Class 20 contains 13274 members 
Mstep: Class 21 contains 4458 members 
Mstep: Class 22 contains 38441 members 
Mstep: Class 24 contains 1414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135798896.000000 Penalty: 65085.578125
Iteration 57Q: 20 clusters Score -1.357989e+08 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 219547 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 25659 members 
Mstep: Class 10 contains 7505 members 
Mstep: Class 11 contains 41241 members 
Mstep: Class 13 contains 131317 members 
Mstep: Class 14 contains 269527 members 
Mstep: Class 15 contains 199897 members 
Mstep: Class 16 contains 14765 members 
Mstep: Class 17 contains 4227 members 
Mstep: Class 18 contains 1515 members 
Mstep: Class 19 contains 8026 members 
Mstep: Class 20 contains 13227 members 
Mstep: Class 21 contains 4483 members 
Mstep: Class 22 contains 38422 members 
Mstep: Class 24 contains 1414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800000.000000 Penalty: 65085.578125
Iteration 58Q: 20 clusters Score -1.358e+08 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 2880 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 220379 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 25660 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 41399 members 
Mstep: Class 13 contains 130583 members 
Mstep: Class 14 contains 269572 members 
Mstep: Class 15 contains 199850 members 
Mstep: Class 16 contains 14579 members 
Mstep: Class 17 contains 4224 members 
Mstep: Class 18 contains 1514 members 
Mstep: Class 19 contains 8015 members 
Mstep: Class 20 contains 13212 members 
Mstep: Class 21 contains 4503 members 
Mstep: Class 22 contains 38392 members 
Mstep: Class 24 contains 1414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135800512.000000 Penalty: 65085.578125
Iteration 59Q: 20 clusters Score -1.358005e+08 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 221149 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 25659 members 
Mstep: Class 10 contains 7515 members 
Mstep: Class 11 contains 41530 members 
Mstep: Class 13 contains 129874 members 
Mstep: Class 14 contains 269628 members 
Mstep: Class 15 contains 199796 members 
Mstep: Class 16 contains 14476 members 
Mstep: Class 17 contains 4222 members 
Mstep: Class 18 contains 1514 members 
Mstep: Class 19 contains 8015 members 
Mstep: Class 20 contains 13163 members 
Mstep: Class 21 contains 4523 members 
Mstep: Class 22 contains 38372 members 
Mstep: Class 24 contains 1414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135801504.000000 Penalty: 65085.578125
Iteration 60F: 20 clusters Score -1.358015e+08 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 2840 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 221769 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 25660 members 
Mstep: Class 10 contains 7526 members 
Mstep: Class 11 contains 41625 members 
Mstep: Class 13 contains 129180 members 
Mstep: Class 14 contains 269676 members 
Mstep: Class 15 contains 199757 members 
Mstep: Class 16 contains 14481 members 
Mstep: Class 17 contains 4222 members 
Mstep: Class 18 contains 1514 members 
Mstep: Class 19 contains 8007 members 
Mstep: Class 20 contains 13144 members 
Mstep: Class 21 contains 4549 members 
Mstep: Class 22 contains 38347 members 
Mstep: Class 24 contains 1414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135802016.000000 Penalty: 65085.578125
Iteration 61Q: 20 clusters Score -1.35802e+08 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 2816 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 222366 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25673 members 
Mstep: Class 10 contains 7529 members 
Mstep: Class 11 contains 41711 members 
Mstep: Class 13 contains 128497 members 
Mstep: Class 14 contains 269688 members 
Mstep: Class 15 contains 199765 members 
Mstep: Class 16 contains 14509 members 
Mstep: Class 17 contains 4222 members 
Mstep: Class 18 contains 1514 members 
Mstep: Class 19 contains 8007 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 4574 members 
Mstep: Class 22 contains 38326 members 
Mstep: Class 24 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 20 clusters Score -1.358022e+08 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2788 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 222903 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25676 members 
Mstep: Class 10 contains 7543 members 
Mstep: Class 11 contains 41768 members 
Mstep: Class 13 contains 127871 members 
Mstep: Class 14 contains 269659 members 
Mstep: Class 15 contains 199772 members 
Mstep: Class 16 contains 14600 members 
Mstep: Class 17 contains 4222 members 
Mstep: Class 18 contains 1514 members 
Mstep: Class 19 contains 8003 members 
Mstep: Class 20 contains 13077 members 
Mstep: Class 21 contains 4594 members 
Mstep: Class 22 contains 38309 members 
Mstep: Class 24 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 20 clusters Score -1.358025e+08 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2758 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 223360 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25687 members 
Mstep: Class 10 contains 7547 members 
Mstep: Class 11 contains 41799 members 
Mstep: Class 13 contains 127350 members 
Mstep: Class 14 contains 269626 members 
Mstep: Class 15 contains 199795 members 
Mstep: Class 16 contains 14683 members 
Mstep: Class 17 contains 4222 members 
Mstep: Class 18 contains 1514 members 
Mstep: Class 19 contains 8007 members 
Mstep: Class 20 contains 13051 members 
Mstep: Class 21 contains 4612 members 
Mstep: Class 22 contains 38288 members 
Mstep: Class 24 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 20 clusters Score -1.358036e+08 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 2735 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 223779 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25685 members 
Mstep: Class 10 contains 7548 members 
Mstep: Class 11 contains 41824 members 
Mstep: Class 13 contains 126841 members 
Mstep: Class 14 contains 269643 members 
Mstep: Class 15 contains 199829 members 
Mstep: Class 16 contains 14735 members 
Mstep: Class 17 contains 4222 members 
Mstep: Class 18 contains 1514 members 
Mstep: Class 19 contains 8009 members 
Mstep: Class 20 contains 13045 members 
Mstep: Class 21 contains 4629 members 
Mstep: Class 22 contains 38275 members 
Mstep: Class 24 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 20 clusters Score -1.35804e+08 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 2714 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 224177 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25699 members 
Mstep: Class 10 contains 7539 members 
Mstep: Class 11 contains 41837 members 
Mstep: Class 13 contains 126381 members 
Mstep: Class 14 contains 269642 members 
Mstep: Class 15 contains 199868 members 
Mstep: Class 16 contains 14775 members 
Mstep: Class 17 contains 4222 members 
Mstep: Class 18 contains 1514 members 
Mstep: Class 19 contains 8002 members 
Mstep: Class 20 contains 13046 members 
Mstep: Class 21 contains 4638 members 
Mstep: Class 22 contains 38269 members 
Mstep: Class 24 contains 1415 members 
Entering Unmasked Estep 
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Iteration 66Q: 20 clusters Score -1.358048e+08 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 2691 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 224616 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25706 members 
Mstep: Class 10 contains 7528 members 
Mstep: Class 11 contains 41850 members 
Mstep: Class 13 contains 125960 members 
Mstep: Class 14 contains 269664 members 
Mstep: Class 15 contains 199847 members 
Mstep: Class 16 contains 14775 members 
Mstep: Class 17 contains 4222 members 
Mstep: Class 18 contains 1516 members 
Mstep: Class 19 contains 7991 members 
Mstep: Class 20 contains 13057 members 
Mstep: Class 21 contains 4651 members 
Mstep: Class 22 contains 38254 members 
Mstep: Class 24 contains 1415 members 
Entering Unmasked Estep 
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Iteration 67Q: 20 clusters Score -1.35805e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2684 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 225048 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25715 members 
Mstep: Class 10 contains 7521 members 
Mstep: Class 11 contains 41852 members 
Mstep: Class 13 contains 125555 members 
Mstep: Class 14 contains 269685 members 
Mstep: Class 15 contains 199846 members 
Mstep: Class 16 contains 14762 members 
Mstep: Class 17 contains 4226 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 7987 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 4656 members 
Mstep: Class 22 contains 38232 members 
Mstep: Class 24 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 20 clusters Score -1.358053e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2678 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 225451 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25719 members 
Mstep: Class 10 contains 7523 members 
Mstep: Class 11 contains 41852 members 
Mstep: Class 13 contains 125136 members 
Mstep: Class 14 contains 269693 members 
Mstep: Class 15 contains 199859 members 
Mstep: Class 16 contains 14763 members 
Mstep: Class 17 contains 4226 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 7980 members 
Mstep: Class 20 contains 13059 members 
Mstep: Class 21 contains 4661 members 
Mstep: Class 22 contains 38222 members 
Mstep: Class 24 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 69Q: 20 clusters Score -1.358055e+08 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 225795 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25723 members 
Mstep: Class 10 contains 7517 members 
Mstep: Class 11 contains 41851 members 
Mstep: Class 13 contains 124752 members 
Mstep: Class 14 contains 269729 members 
Mstep: Class 15 contains 199867 members 
Mstep: Class 16 contains 14782 members 
Mstep: Class 17 contains 4226 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 7981 members 
Mstep: Class 20 contains 13055 members 
Mstep: Class 21 contains 4669 members 
Mstep: Class 22 contains 38204 members 
Mstep: Class 24 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 70Q: 20 clusters Score -1.358061e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 2673 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 226081 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25721 members 
Mstep: Class 10 contains 7516 members 
Mstep: Class 11 contains 41845 members 
Mstep: Class 13 contains 124375 members 
Mstep: Class 14 contains 269810 members 
Mstep: Class 15 contains 199906 members 
Mstep: Class 16 contains 14768 members 
Mstep: Class 17 contains 4226 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 7980 members 
Mstep: Class 20 contains 13061 members 
Mstep: Class 21 contains 4677 members 
Mstep: Class 22 contains 38191 members 
Mstep: Class 24 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 20 clusters Score -1.358061e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 2662 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 226338 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25722 members 
Mstep: Class 10 contains 7517 members 
Mstep: Class 11 contains 41842 members 
Mstep: Class 13 contains 124034 members 
Mstep: Class 14 contains 269954 members 
Mstep: Class 15 contains 199911 members 
Mstep: Class 16 contains 14728 members 
Mstep: Class 17 contains 4226 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 7973 members 
Mstep: Class 20 contains 13082 members 
Mstep: Class 21 contains 4682 members 
Mstep: Class 22 contains 38172 members 
Mstep: Class 24 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 20 clusters Score -1.358063e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 2651 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 226562 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25721 members 
Mstep: Class 10 contains 7518 members 
Mstep: Class 11 contains 41832 members 
Mstep: Class 13 contains 123697 members 
Mstep: Class 14 contains 270108 members 
Mstep: Class 15 contains 199930 members 
Mstep: Class 16 contains 14699 members 
Mstep: Class 17 contains 4226 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 7970 members 
Mstep: Class 20 contains 13091 members 
Mstep: Class 21 contains 4683 members 
Mstep: Class 22 contains 38161 members 
Mstep: Class 24 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 20 clusters Score -1.358065e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2643 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 226769 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25720 members 
Mstep: Class 10 contains 7517 members 
Mstep: Class 11 contains 41822 members 
Mstep: Class 13 contains 123380 members 
Mstep: Class 14 contains 270242 members 
Mstep: Class 15 contains 199945 members 
Mstep: Class 16 contains 14688 members 
Mstep: Class 17 contains 4226 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 7970 members 
Mstep: Class 20 contains 13091 members 
Mstep: Class 21 contains 4685 members 
Mstep: Class 22 contains 38156 members 
Mstep: Class 24 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 74Q: 20 clusters Score -1.358066e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 226933 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25728 members 
Mstep: Class 10 contains 7519 members 
Mstep: Class 11 contains 41808 members 
Mstep: Class 13 contains 123063 members 
Mstep: Class 14 contains 270415 members 
Mstep: Class 15 contains 199972 members 
Mstep: Class 16 contains 14663 members 
Mstep: Class 17 contains 4226 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 7967 members 
Mstep: Class 20 contains 13098 members 
Mstep: Class 21 contains 4688 members 
Mstep: Class 22 contains 38150 members 
Mstep: Class 24 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 75Q: 20 clusters Score -1.358068e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 227089 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25726 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 41799 members 
Mstep: Class 13 contains 122764 members 
Mstep: Class 14 contains 270567 members 
Mstep: Class 15 contains 200004 members 
Mstep: Class 16 contains 14646 members 
Mstep: Class 17 contains 4226 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 7969 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 21 contains 4690 members 
Mstep: Class 22 contains 38137 members 
Mstep: Class 24 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135806848.000000 Penalty: 65085.578125
Iteration 76Q: 20 clusters Score -1.358068e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 227206 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25737 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 41779 members 
Mstep: Class 13 contains 122459 members 
Mstep: Class 14 contains 270742 members 
Mstep: Class 15 contains 200055 members 
Mstep: Class 16 contains 14641 members 
Mstep: Class 17 contains 4226 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 7963 members 
Mstep: Class 20 contains 13112 members 
Mstep: Class 21 contains 4696 members 
Mstep: Class 22 contains 38129 members 
Mstep: Class 24 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135806848.000000 Penalty: 65085.578125
Iteration 77Q: 20 clusters Score -1.358068e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 2584 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 227302 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25740 members 
Mstep: Class 10 contains 7533 members 
Mstep: Class 11 contains 41770 members 
Mstep: Class 13 contains 122194 members 
Mstep: Class 14 contains 270902 members 
Mstep: Class 15 contains 200097 members 
Mstep: Class 16 contains 14630 members 
Mstep: Class 17 contains 4226 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 7960 members 
Mstep: Class 20 contains 13121 members 
Mstep: Class 21 contains 4700 members 
Mstep: Class 22 contains 38121 members 
Mstep: Class 24 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 78Q: 20 clusters Score -1.358068e+08 nChanged 626
Entering ConstructFrom: 
Score: -135806848.000000 Penalty: 65085.578125
Entering ConstructFrom: 
Trying to split cluster 1 (12485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Entering Unmasked Estep 
Score: -1658301.875000 Penalty: 2339.206299
	Iteration 0F: 2 clusters Score -1658302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1649073.250000 Penalty: 4678.412598
	Iteration 0F: 3 clusters Score -1649073 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1652043.875000 Penalty: 4678.412598
	Iteration 1F: 3 clusters Score -1652044 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1652385.750000 Penalty: 4678.412598
	Iteration 2F: 3 clusters Score -1652386 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1652617.875000 Penalty: 4678.412598
	Iteration 3F: 3 clusters Score -1652618 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1652780.500000 Penalty: 4678.412598
	Iteration 4Q: 3 clusters Score -1652780 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1652924.625000 Penalty: 4678.412598
	Iteration 5Q: 3 clusters Score -1652925 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1653066.500000 Penalty: 4678.412598
	Iteration 6Q: 3 clusters Score -1653066 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1653193.250000 Penalty: 4678.412598
	Iteration 7Q: 3 clusters Score -1653193 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1653292.625000 Penalty: 4678.412598
	Iteration 8Q: 3 clusters Score -1653293 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1653399.250000 Penalty: 4678.412598
	Iteration 9Q: 3 clusters Score -1653399 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1653500.875000 Penalty: 4678.412598
	Iteration 10Q: 3 clusters Score -1653501 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1653602.875000 Penalty: 4678.412598
	Iteration 11Q: 3 clusters Score -1653603 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1653727.250000 Penalty: 4678.412598
	Iteration 12Q: 3 clusters Score -1653727 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1653870.000000 Penalty: 4678.412598
	Iteration 13Q: 3 clusters Score -1653870 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1654018.375000 Penalty: 4678.412598
	Iteration 14Q: 3 clusters Score -1654018 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1654163.125000 Penalty: 4678.412598
	Iteration 15Q: 3 clusters Score -1654163 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1654325.500000 Penalty: 4678.412598
	Iteration 16Q: 3 clusters Score -1654326 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1654472.000000 Penalty: 4678.412598
	Iteration 17Q: 3 clusters Score -1654472 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1654614.750000 Penalty: 4678.412598
	Iteration 18Q: 3 clusters Score -1654615 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1654753.750000 Penalty: 4678.412598
	Iteration 19Q: 3 clusters Score -1654754 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1654894.750000 Penalty: 4678.412598
	Iteration 20F: 3 clusters Score -1654895 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1655016.250000 Penalty: 4678.412598
	Iteration 21Q: 3 clusters Score -1655016 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1655160.250000 Penalty: 4678.412598
	Iteration 22Q: 3 clusters Score -1655160 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1655297.625000 Penalty: 4678.412598
	Iteration 23Q: 3 clusters Score -1655298 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1655446.125000 Penalty: 4678.412598
	Iteration 24Q: 3 clusters Score -1655446 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1655598.625000 Penalty: 4678.412598
	Iteration 25Q: 3 clusters Score -1655599 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1655709 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1655823.125000 Penalty: 4678.412598
	Iteration 27Q: 3 clusters Score -1655823 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1655909.500000 Penalty: 4678.412598
	Iteration 28Q: 3 clusters Score -1655910 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1655973.500000 Penalty: 4678.412598
	Iteration 29Q: 3 clusters Score -1655974 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1656023.875000 Penalty: 4678.412598
	Iteration 30Q: 3 clusters Score -1656024 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1656069.625000 Penalty: 4678.412598
	Iteration 31Q: 3 clusters Score -1656070 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1656108.750000 Penalty: 4678.412598
	Iteration 32Q: 3 clusters Score -1656109 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1656148.125000 Penalty: 4678.412598
	Iteration 33Q: 3 clusters Score -1656148 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1656180.875000 Penalty: 4678.412598
	Iteration 34Q: 3 clusters Score -1656181 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1656205.500000 Penalty: 4678.412598
	Iteration 35Q: 3 clusters Score -1656206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1656226.500000 Penalty: 4678.412598
	Iteration 36Q: 3 clusters Score -1656226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1656249.000000 Penalty: 4678.412598
	Iteration 37Q: 3 clusters Score -1656249 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1656266.625000 Penalty: 4678.412598
	Iteration 38Q: 3 clusters Score -1656267 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1656280.375000 Penalty: 4678.412598
	Iteration 39Q: 3 clusters Score -1656280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1656297.625000 Penalty: 4678.412598
	Iteration 40F: 3 clusters Score -1656298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1656315.625000 Penalty: 4678.412598
	Iteration 41Q: 3 clusters Score -1656316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1656330.250000 Penalty: 4678.412598
	Iteration 42Q: 3 clusters Score -1656330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1656342.875000 Penalty: 4678.412598
	Iteration 43Q: 3 clusters Score -1656343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1656353.750000 Penalty: 4678.412598
	Iteration 44Q: 3 clusters Score -1656354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1656365.750000 Penalty: 4678.412598
	Iteration 45Q: 3 clusters Score -1656366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1656379.375000 Penalty: 4678.412598
	Iteration 46Q: 3 clusters Score -1656379 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1656392.125000 Penalty: 4678.412598
	Iteration 47Q: 3 clusters Score -1656392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1656398.000000 Penalty: 4678.412598
	Iteration 48Q: 3 clusters Score -1656398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1656410.250000 Penalty: 4678.412598
	Iteration 49Q: 3 clusters Score -1656410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1656427.500000 Penalty: 4678.412598
	Iteration 50Q: 3 clusters Score -1656428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1656443.000000 Penalty: 4678.412598
	Iteration 51Q: 3 clusters Score -1656443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1656457.750000 Penalty: 4678.412598
	Iteration 52Q: 3 clusters Score -1656458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1656471.000000 Penalty: 4678.412598
	Iteration 53Q: 3 clusters Score -1656471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1656482.750000 Penalty: 4678.412598
	Iteration 54Q: 3 clusters Score -1656483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1656493.125000 Penalty: 4678.412598
	Iteration 55Q: 3 clusters Score -1656493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1656511.875000 Penalty: 4678.412598
	Iteration 56Q: 3 clusters Score -1656512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1656523.125000 Penalty: 4678.412598
	Iteration 57Q: 3 clusters Score -1656523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1656528.250000 Penalty: 4678.412598
	Iteration 58Q: 3 clusters Score -1656528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1656535.750000 Penalty: 4678.412598
	Iteration 59Q: 3 clusters Score -1656536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1656544.875000 Penalty: 4678.412598
	Iteration 60F: 3 clusters Score -1656545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1656552.375000 Penalty: 4678.412598
	Iteration 61Q: 3 clusters Score -1656552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1656557.125000 Penalty: 4678.412598
	Iteration 62Q: 3 clusters Score -1656557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1656557.875000 Penalty: 4678.412598
	Iteration 63Q: 3 clusters Score -1656558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1656557.625000 Penalty: 4678.412598
	Iteration 64Q: 3 clusters Score -1656558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1656557.625000 Penalty: 4678.412598
	Iteration 65F: 3 clusters Score -1656558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -361785.281250 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -361785.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -358793.187500 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -358793.2 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -359350.375000 Penalty: 3894.424072
	Iteration 1F: 3 clusters Score -359350.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -359509.031250 Penalty: 3894.424072
	Iteration 2F: 3 clusters Score -359509 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -359574.687500 Penalty: 3894.424072
	Iteration 3Q: 3 clusters Score -359574.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -359612.062500 Penalty: 3894.424072
	Iteration 4Q: 3 clusters Score -359612.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -359636.968750 Penalty: 3894.424072
	Iteration 5Q: 3 clusters Score -359637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -359649.343750 Penalty: 3894.424072
	Iteration 6Q: 3 clusters Score -359649.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -359661.812500 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -359661.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -359675.812500 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -359675.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -359688.187500 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -359688.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -359699.343750 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -359699.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -359715.593750 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -359715.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -359725.500000 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -359725.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -359735.968750 Penalty: 3894.424072
	Iteration 13Q: 3 clusters Score -359736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -359742.531250 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -359742.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -359751.875000 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -359751.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -359759.625000 Penalty: 3894.424072
	Iteration 16Q: 3 clusters Score -359759.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -359768.906250 Penalty: 3894.424072
	Iteration 17Q: 3 clusters Score -359768.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -359774.031250 Penalty: 3894.424072
	Iteration 18Q: 3 clusters Score -359774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -359779.937500 Penalty: 3894.424072
	Iteration 19Q: 3 clusters Score -359779.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -359785.562500 Penalty: 3894.424072
	Iteration 20F: 3 clusters Score -359785.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -359790.312500 Penalty: 3894.424072
	Iteration 21Q: 3 clusters Score -359790.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -359799.812500 Penalty: 3894.424072
	Iteration 22Q: 3 clusters Score -359799.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -359808.812500 Penalty: 3894.424072
	Iteration 23Q: 3 clusters Score -359808.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -359815.562500 Penalty: 3894.424072
	Iteration 24Q: 3 clusters Score -359815.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -359821.593750 Penalty: 3894.424072
	Iteration 25Q: 3 clusters Score -359821.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -359829.093750 Penalty: 3894.424072
	Iteration 26Q: 3 clusters Score -359829.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -359837.843750 Penalty: 3894.424072
	Iteration 27Q: 3 clusters Score -359837.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -359843.500000 Penalty: 3894.424072
	Iteration 28Q: 3 clusters Score -359843.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -359846.906250 Penalty: 3894.424072
	Iteration 29Q: 3 clusters Score -359846.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -359852.250000 Penalty: 3894.424072
	Iteration 30Q: 3 clusters Score -359852.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -359858.406250 Penalty: 3894.424072
	Iteration 31Q: 3 clusters Score -359858.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -359866.718750 Penalty: 3894.424072
	Iteration 32Q: 3 clusters Score -359866.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -359871.437500 Penalty: 3894.424072
	Iteration 33Q: 3 clusters Score -359871.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -359874.218750 Penalty: 3894.424072
	Iteration 34Q: 3 clusters Score -359874.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -359875.593750 Penalty: 3894.424072
	Iteration 35Q: 3 clusters Score -359875.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -359876.218750 Penalty: 3894.424072
	Iteration 36Q: 3 clusters Score -359876.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -359877.250000 Penalty: 3894.424072
	Iteration 37Q: 3 clusters Score -359877.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -359879.156250 Penalty: 3894.424072
	Iteration 38Q: 3 clusters Score -359879.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -359881.093750 Penalty: 3894.424072
	Iteration 39Q: 3 clusters Score -359881.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -359883.531250 Penalty: 3894.424072
	Iteration 40F: 3 clusters Score -359883.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -359885.718750 Penalty: 3894.424072
	Iteration 41Q: 3 clusters Score -359885.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -359885.718750 Penalty: 3894.424072
	Iteration 42F: 3 clusters Score -359885.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -58490.503906 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -58490.5 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 259 members 
Entering Unmasked Estep 
Score: -57156.695312 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -57156.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -57656.746094 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -57656.75 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -58090.328125 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -58090.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -58218.773438 Penalty: 3073.436279
	Iteration 3F: 3 clusters Score -58218.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -58272.488281 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -58272.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -58309.851562 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -58309.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -58331.359375 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -58331.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -58333.628906 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -58333.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -58338.917969 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -58338.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -58341.527344 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -58341.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -58341.527344 Penalty: 3073.436279
	Iteration 10F: 3 clusters Score -58341.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (227400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227400 members 
Entering Unmasked Estep 
Score: -31675292.000000 Penalty: 3058.947510
	Iteration 0F: 2 clusters Score -3.167529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113642 members 
Mstep: Class 2 contains 113758 members 
Entering Unmasked Estep 
Score: -31542720.000000 Penalty: 6117.895020
	Iteration 0F: 3 clusters Score -3.154272e+07 nChanged 109422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114008 members 
Mstep: Class 2 contains 113392 members 
Entering Unmasked Estep 
Score: -31606936.000000 Penalty: 6117.895020
	Iteration 1F: 3 clusters Score -3.160694e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113790 members 
Mstep: Class 2 contains 113610 members 
Entering Unmasked Estep 
Score: -31608352.000000 Penalty: 6117.895020
	Iteration 2Q: 3 clusters Score -3.160835e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113417 members 
Mstep: Class 2 contains 113983 members 
Entering Unmasked Estep 
Score: -31609996.000000 Penalty: 6117.895020
	Iteration 3Q: 3 clusters Score -3.161e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112690 members 
Mstep: Class 2 contains 114710 members 
Entering Unmasked Estep 
Score: -31612374.000000 Penalty: 6117.895020
	Iteration 4Q: 3 clusters Score -3.161237e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111472 members 
Mstep: Class 2 contains 115928 members 
Entering Unmasked Estep 
Score: -31615372.000000 Penalty: 6117.895020
	Iteration 5Q: 3 clusters Score -3.161537e+07 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109692 members 
Mstep: Class 2 contains 117708 members 
Entering Unmasked Estep 
Score: -31619136.000000 Penalty: 6117.895020
	Iteration 6Q: 3 clusters Score -3.161914e+07 nChanged 11521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107419 members 
Mstep: Class 2 contains 119981 members 
Entering Unmasked Estep 
Score: -31625444.000000 Penalty: 6117.895020
	Iteration 7F: 3 clusters Score -3.162544e+07 nChanged 13374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104689 members 
Mstep: Class 2 contains 122711 members 
Entering Unmasked Estep 
Score: -31634066.000000 Penalty: 6117.895020
	Iteration 8F: 3 clusters Score -3.163407e+07 nChanged 14561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102244 members 
Mstep: Class 2 contains 125156 members 
Entering Unmasked Estep 
Score: -31643556.000000 Penalty: 6117.895020
	Iteration 9F: 3 clusters Score -3.164356e+07 nChanged 13595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100749 members 
Mstep: Class 2 contains 126651 members 
Entering Unmasked Estep 
Score: -31650476.000000 Penalty: 6117.895020
	Iteration 10F: 3 clusters Score -3.165048e+07 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100064 members 
Mstep: Class 2 contains 127336 members 
Entering Unmasked Estep 
Score: -31653818.000000 Penalty: 6117.895020
	Iteration 11Q: 3 clusters Score -3.165382e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99502 members 
Mstep: Class 2 contains 127898 members 
Entering Unmasked Estep 
Score: -31654778.000000 Penalty: 6117.895020
	Iteration 12Q: 3 clusters Score -3.165478e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98970 members 
Mstep: Class 2 contains 128430 members 
Entering Unmasked Estep 
Score: -31655288.000000 Penalty: 6117.895020
	Iteration 13Q: 3 clusters Score -3.165529e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98427 members 
Mstep: Class 2 contains 128973 members 
Entering Unmasked Estep 
Score: -31655406.000000 Penalty: 6117.895020
	Iteration 14Q: 3 clusters Score -3.165541e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97973 members 
Mstep: Class 2 contains 129427 members 
Entering Unmasked Estep 
Score: -31655504.000000 Penalty: 6117.895020
	Iteration 15Q: 3 clusters Score -3.16555e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97631 members 
Mstep: Class 2 contains 129769 members 
Entering Unmasked Estep 
Score: -31655510.000000 Penalty: 6117.895020
	Iteration 16Q: 3 clusters Score -3.165551e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97387 members 
Mstep: Class 2 contains 130013 members 
Entering Unmasked Estep 
Score: -31655428.000000 Penalty: 6117.895020
	Iteration 17Q: 3 clusters Score -3.165543e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97202 members 
Mstep: Class 2 contains 130198 members 
Entering Unmasked Estep 
Score: -31655454.000000 Penalty: 6117.895020
	Iteration 18Q: 3 clusters Score -3.165545e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97108 members 
Mstep: Class 2 contains 130292 members 
Entering Unmasked Estep 
Score: -31655418.000000 Penalty: 6117.895020
	Iteration 19Q: 3 clusters Score -3.165542e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97028 members 
Mstep: Class 2 contains 130372 members 
Entering Unmasked Estep 
Score: -31655408.000000 Penalty: 6117.895020
	Iteration 20F: 3 clusters Score -3.165541e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96923 members 
Mstep: Class 2 contains 130477 members 
Entering Unmasked Estep 
Score: -31655430.000000 Penalty: 6117.895020
	Iteration 21Q: 3 clusters Score -3.165543e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96836 members 
Mstep: Class 2 contains 130564 members 
Entering Unmasked Estep 
Score: -31655458.000000 Penalty: 6117.895020
	Iteration 22Q: 3 clusters Score -3.165546e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96797 members 
Mstep: Class 2 contains 130603 members 
Entering Unmasked Estep 
Score: -31655528.000000 Penalty: 6117.895020
	Iteration 23Q: 3 clusters Score -3.165553e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96779 members 
Mstep: Class 2 contains 130621 members 
Entering Unmasked Estep 
Score: -31655500.000000 Penalty: 6117.895020
	Iteration 24Q: 3 clusters Score -3.16555e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96811 members 
Mstep: Class 2 contains 130589 members 
Entering Unmasked Estep 
Score: -31655456.000000 Penalty: 6117.895020
	Iteration 25Q: 3 clusters Score -3.165546e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96862 members 
Mstep: Class 2 contains 130538 members 
Entering Unmasked Estep 
Score: -31655516.000000 Penalty: 6117.895020
	Iteration 26Q: 3 clusters Score -3.165552e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96916 members 
Mstep: Class 2 contains 130484 members 
Entering Unmasked Estep 
Score: -31655492.000000 Penalty: 6117.895020
	Iteration 27Q: 3 clusters Score -3.165549e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97052 members 
Mstep: Class 2 contains 130348 members 
Entering Unmasked Estep 
Score: -31655488.000000 Penalty: 6117.895020
	Iteration 28Q: 3 clusters Score -3.165549e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97212 members 
Mstep: Class 2 contains 130188 members 
Entering Unmasked Estep 
Score: -31655494.000000 Penalty: 6117.895020
	Iteration 29Q: 3 clusters Score -3.165549e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97400 members 
Mstep: Class 2 contains 130000 members 
Entering Unmasked Estep 
Score: -31655500.000000 Penalty: 6117.895020
	Iteration 30Q: 3 clusters Score -3.16555e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97622 members 
Mstep: Class 2 contains 129778 members 
Entering Unmasked Estep 
Score: -31655468.000000 Penalty: 6117.895020
	Iteration 31Q: 3 clusters Score -3.165547e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97845 members 
Mstep: Class 2 contains 129555 members 
Entering Unmasked Estep 
Score: -31655452.000000 Penalty: 6117.895020
	Iteration 32Q: 3 clusters Score -3.165545e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98074 members 
Mstep: Class 2 contains 129326 members 
Entering Unmasked Estep 
Score: -31655452.000000 Penalty: 6117.895020
	Iteration 33Q: 3 clusters Score -3.165545e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98324 members 
Mstep: Class 2 contains 129076 members 
Entering Unmasked Estep 
Score: -31655424.000000 Penalty: 6117.895020
	Iteration 34Q: 3 clusters Score -3.165542e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98587 members 
Mstep: Class 2 contains 128813 members 
Entering Unmasked Estep 
Score: -31655432.000000 Penalty: 6117.895020
	Iteration 35Q: 3 clusters Score -3.165543e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98838 members 
Mstep: Class 2 contains 128562 members 
Entering Unmasked Estep 
Score: -31655498.000000 Penalty: 6117.895020
	Iteration 36Q: 3 clusters Score -3.16555e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99117 members 
Mstep: Class 2 contains 128283 members 
Entering Unmasked Estep 
Score: -31655410.000000 Penalty: 6117.895020
	Iteration 37Q: 3 clusters Score -3.165541e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99453 members 
Mstep: Class 2 contains 127947 members 
Entering Unmasked Estep 
Score: -31655456.000000 Penalty: 6117.895020
	Iteration 38Q: 3 clusters Score -3.165546e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99774 members 
Mstep: Class 2 contains 127626 members 
Entering Unmasked Estep 
Score: -31655438.000000 Penalty: 6117.895020
	Iteration 39Q: 3 clusters Score -3.165544e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100096 members 
Mstep: Class 2 contains 127304 members 
Entering Unmasked Estep 
Score: -31655516.000000 Penalty: 6117.895020
	Iteration 40F: 3 clusters Score -3.165552e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100414 members 
Mstep: Class 2 contains 126986 members 
Entering Unmasked Estep 
Score: -31655460.000000 Penalty: 6117.895020
	Iteration 41Q: 3 clusters Score -3.165546e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100775 members 
Mstep: Class 2 contains 126625 members 
Entering Unmasked Estep 
Score: -31655462.000000 Penalty: 6117.895020
	Iteration 42Q: 3 clusters Score -3.165546e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101143 members 
Mstep: Class 2 contains 126257 members 
Entering Unmasked Estep 
Score: -31655586.000000 Penalty: 6117.895020
	Iteration 43Q: 3 clusters Score -3.165559e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101466 members 
Mstep: Class 2 contains 125934 members 
Entering Unmasked Estep 
Score: -31655628.000000 Penalty: 6117.895020
	Iteration 44Q: 3 clusters Score -3.165563e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101791 members 
Mstep: Class 2 contains 125609 members 
Entering Unmasked Estep 
Score: -31655554.000000 Penalty: 6117.895020
	Iteration 45Q: 3 clusters Score -3.165555e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102133 members 
Mstep: Class 2 contains 125267 members 
Entering Unmasked Estep 
Score: -31655542.000000 Penalty: 6117.895020
	Iteration 46Q: 3 clusters Score -3.165554e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102455 members 
Mstep: Class 2 contains 124945 members 
Entering Unmasked Estep 
Score: -31655560.000000 Penalty: 6117.895020
	Iteration 47Q: 3 clusters Score -3.165556e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102794 members 
Mstep: Class 2 contains 124606 members 
Entering Unmasked Estep 
Score: -31655548.000000 Penalty: 6117.895020
	Iteration 48Q: 3 clusters Score -3.165555e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103125 members 
Mstep: Class 2 contains 124275 members 
Entering Unmasked Estep 
Score: -31655562.000000 Penalty: 6117.895020
	Iteration 49Q: 3 clusters Score -3.165556e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103475 members 
Mstep: Class 2 contains 123925 members 
Entering Unmasked Estep 
Score: -31655574.000000 Penalty: 6117.895020
	Iteration 50Q: 3 clusters Score -3.165557e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103781 members 
Mstep: Class 2 contains 123619 members 
Entering Unmasked Estep 
Score: -31655598.000000 Penalty: 6117.895020
	Iteration 51Q: 3 clusters Score -3.16556e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104099 members 
Mstep: Class 2 contains 123301 members 
Entering Unmasked Estep 
Score: -31655666.000000 Penalty: 6117.895020
	Iteration 52Q: 3 clusters Score -3.165567e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104415 members 
Mstep: Class 2 contains 122985 members 
Entering Unmasked Estep 
Score: -31655698.000000 Penalty: 6117.895020
	Iteration 53Q: 3 clusters Score -3.16557e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104762 members 
Mstep: Class 2 contains 122638 members 
Entering Unmasked Estep 
Score: -31655826.000000 Penalty: 6117.895020
	Iteration 54Q: 3 clusters Score -3.165583e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105079 members 
Mstep: Class 2 contains 122321 members 
Entering Unmasked Estep 
Score: -31655876.000000 Penalty: 6117.895020
	Iteration 55Q: 3 clusters Score -3.165588e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105393 members 
Mstep: Class 2 contains 122007 members 
Entering Unmasked Estep 
Score: -31655908.000000 Penalty: 6117.895020
	Iteration 56Q: 3 clusters Score -3.165591e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105740 members 
Mstep: Class 2 contains 121660 members 
Entering Unmasked Estep 
Score: -31655928.000000 Penalty: 6117.895020
	Iteration 57Q: 3 clusters Score -3.165593e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106122 members 
Mstep: Class 2 contains 121278 members 
Entering Unmasked Estep 
Score: -31656034.000000 Penalty: 6117.895020
	Iteration 58Q: 3 clusters Score -3.165603e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106540 members 
Mstep: Class 2 contains 120860 members 
Entering Unmasked Estep 
Score: -31656120.000000 Penalty: 6117.895020
	Iteration 59Q: 3 clusters Score -3.165612e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106968 members 
Mstep: Class 2 contains 120432 members 
Entering Unmasked Estep 
Score: -31656224.000000 Penalty: 6117.895020
	Iteration 60F: 3 clusters Score -3.165622e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107413 members 
Mstep: Class 2 contains 119987 members 
Entering Unmasked Estep 
Score: -31656268.000000 Penalty: 6117.895020
	Iteration 61Q: 3 clusters Score -3.165627e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107865 members 
Mstep: Class 2 contains 119535 members 
Entering Unmasked Estep 
Score: -31656324.000000 Penalty: 6117.895020
	Iteration 62Q: 3 clusters Score -3.165632e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108336 members 
Mstep: Class 2 contains 119064 members 
Entering Unmasked Estep 
Score: -31656416.000000 Penalty: 6117.895020
	Iteration 63Q: 3 clusters Score -3.165642e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108833 members 
Mstep: Class 2 contains 118567 members 
Entering Unmasked Estep 
Score: -31656436.000000 Penalty: 6117.895020
	Iteration 64Q: 3 clusters Score -3.165644e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109314 members 
Mstep: Class 2 contains 118086 members 
Entering Unmasked Estep 
Score: -31656546.000000 Penalty: 6117.895020
	Iteration 65Q: 3 clusters Score -3.165655e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109788 members 
Mstep: Class 2 contains 117612 members 
Entering Unmasked Estep 
Score: -31656584.000000 Penalty: 6117.895020
	Iteration 66Q: 3 clusters Score -3.165658e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110323 members 
Mstep: Class 2 contains 117077 members 
Entering Unmasked Estep 
Score: -31656666.000000 Penalty: 6117.895020
	Iteration 67Q: 3 clusters Score -3.165667e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110817 members 
Mstep: Class 2 contains 116583 members 
Entering Unmasked Estep 
Score: -31656756.000000 Penalty: 6117.895020
	Iteration 68Q: 3 clusters Score -3.165676e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111267 members 
Mstep: Class 2 contains 116133 members 
Entering Unmasked Estep 
Score: -31656786.000000 Penalty: 6117.895020
	Iteration 69Q: 3 clusters Score -3.165679e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111659 members 
Mstep: Class 2 contains 115741 members 
Entering Unmasked Estep 
Score: -31656776.000000 Penalty: 6117.895020
	Iteration 70Q: 3 clusters Score -3.165678e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112005 members 
Mstep: Class 2 contains 115395 members 
Entering Unmasked Estep 
Score: -31656800.000000 Penalty: 6117.895020
	Iteration 71Q: 3 clusters Score -3.16568e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112397 members 
Mstep: Class 2 contains 115003 members 
Entering Unmasked Estep 
Score: -31656740.000000 Penalty: 6117.895020
	Iteration 72Q: 3 clusters Score -3.165674e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112832 members 
Mstep: Class 2 contains 114568 members 
Entering Unmasked Estep 
Score: -31656754.000000 Penalty: 6117.895020
	Iteration 73Q: 3 clusters Score -3.165675e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113249 members 
Mstep: Class 2 contains 114151 members 
Entering Unmasked Estep 
Score: -31656854.000000 Penalty: 6117.895020
	Iteration 74Q: 3 clusters Score -3.165685e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113664 members 
Mstep: Class 2 contains 113736 members 
Entering Unmasked Estep 
Score: -31656926.000000 Penalty: 6117.895020
	Iteration 75Q: 3 clusters Score -3.165693e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114106 members 
Mstep: Class 2 contains 113294 members 
Entering Unmasked Estep 
Score: -31657064.000000 Penalty: 6117.895020
	Iteration 76Q: 3 clusters Score -3.165706e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114546 members 
Mstep: Class 2 contains 112854 members 
Entering Unmasked Estep 
Score: -31657150.000000 Penalty: 6117.895020
	Iteration 77Q: 3 clusters Score -3.165715e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114976 members 
Mstep: Class 2 contains 112424 members 
Entering Unmasked Estep 
Score: -31657380.000000 Penalty: 6117.895020
	Iteration 78Q: 3 clusters Score -3.165738e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115443 members 
Mstep: Class 2 contains 111957 members 
Entering Unmasked Estep 
Score: -31657382.000000 Penalty: 6117.895020
	Iteration 79Q: 3 clusters Score -3.165738e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116015 members 
Mstep: Class 2 contains 111385 members 
Entering Unmasked Estep 
Score: -31657516.000000 Penalty: 6117.895020
	Iteration 80F: 3 clusters Score -3.165752e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116613 members 
Mstep: Class 2 contains 110787 members 
Entering Unmasked Estep 
Score: -31657634.000000 Penalty: 6117.895020
	Iteration 81Q: 3 clusters Score -3.165763e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117265 members 
Mstep: Class 2 contains 110135 members 
Entering Unmasked Estep 
Score: -31657722.000000 Penalty: 6117.895020
	Iteration 82Q: 3 clusters Score -3.165772e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117977 members 
Mstep: Class 2 contains 109423 members 
Entering Unmasked Estep 
Score: -31657674.000000 Penalty: 6117.895020
	Iteration 83Q: 3 clusters Score -3.165767e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118767 members 
Mstep: Class 2 contains 108633 members 
Entering Unmasked Estep 
Score: -31657808.000000 Penalty: 6117.895020
	Iteration 84Q: 3 clusters Score -3.165781e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119582 members 
Mstep: Class 2 contains 107818 members 
Entering Unmasked Estep 
Score: -31657924.000000 Penalty: 6117.895020
	Iteration 85Q: 3 clusters Score -3.165792e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120476 members 
Mstep: Class 2 contains 106924 members 
Entering Unmasked Estep 
Score: -31658030.000000 Penalty: 6117.895020
	Iteration 86Q: 3 clusters Score -3.165803e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121408 members 
Mstep: Class 2 contains 105992 members 
Entering Unmasked Estep 
Score: -31658142.000000 Penalty: 6117.895020
	Iteration 87Q: 3 clusters Score -3.165814e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122386 members 
Mstep: Class 2 contains 105014 members 
Entering Unmasked Estep 
Score: -31658298.000000 Penalty: 6117.895020
	Iteration 88Q: 3 clusters Score -3.16583e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123451 members 
Mstep: Class 2 contains 103949 members 
Entering Unmasked Estep 
Score: -31658432.000000 Penalty: 6117.895020
	Iteration 89Q: 3 clusters Score -3.165843e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124618 members 
Mstep: Class 2 contains 102782 members 
Entering Unmasked Estep 
Score: -31658492.000000 Penalty: 6117.895020
	Iteration 90Q: 3 clusters Score -3.165849e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125847 members 
Mstep: Class 2 contains 101553 members 
Entering Unmasked Estep 
Score: -31658496.000000 Penalty: 6117.895020
	Iteration 91Q: 3 clusters Score -3.16585e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127146 members 
Mstep: Class 2 contains 100254 members 
Entering Unmasked Estep 
Score: -31658546.000000 Penalty: 6117.895020
	Iteration 92Q: 3 clusters Score -3.165855e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128505 members 
Mstep: Class 2 contains 98895 members 
Entering Unmasked Estep 
Score: -31658812.000000 Penalty: 6117.895020
	Iteration 93Q: 3 clusters Score -3.165881e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129962 members 
Mstep: Class 2 contains 97438 members 
Entering Unmasked Estep 
Score: -31658902.000000 Penalty: 6117.895020
	Iteration 94Q: 3 clusters Score -3.16589e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131459 members 
Mstep: Class 2 contains 95941 members 
Entering Unmasked Estep 
Score: -31658980.000000 Penalty: 6117.895020
	Iteration 95Q: 3 clusters Score -3.165898e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133004 members 
Mstep: Class 2 contains 94396 members 
Entering Unmasked Estep 
Score: -31659012.000000 Penalty: 6117.895020
	Iteration 96Q: 3 clusters Score -3.165901e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134514 members 
Mstep: Class 2 contains 92886 members 
Entering Unmasked Estep 
Score: -31659022.000000 Penalty: 6117.895020
	Iteration 97Q: 3 clusters Score -3.165902e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136076 members 
Mstep: Class 2 contains 91324 members 
Entering Unmasked Estep 
Score: -31659058.000000 Penalty: 6117.895020
	Iteration 98Q: 3 clusters Score -3.165906e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137702 members 
Mstep: Class 2 contains 89698 members 
Entering Unmasked Estep 
Score: -31659026.000000 Penalty: 6117.895020
	Iteration 99Q: 3 clusters Score -3.165903e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139279 members 
Mstep: Class 2 contains 88121 members 
Entering Unmasked Estep 
Score: -31659096.000000 Penalty: 6117.895020
	Iteration 100F: 3 clusters Score -3.16591e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140898 members 
Mstep: Class 2 contains 86502 members 
Entering Unmasked Estep 
Score: -31659028.000000 Penalty: 6117.895020
	Iteration 101Q: 3 clusters Score -3.165903e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142552 members 
Mstep: Class 2 contains 84848 members 
Entering Unmasked Estep 
Score: -31659092.000000 Penalty: 6117.895020
	Iteration 102Q: 3 clusters Score -3.165909e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144204 members 
Mstep: Class 2 contains 83196 members 
Entering Unmasked Estep 
Score: -31659156.000000 Penalty: 6117.895020
	Iteration 103Q: 3 clusters Score -3.165916e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145800 members 
Mstep: Class 2 contains 81600 members 
Entering Unmasked Estep 
Score: -31659162.000000 Penalty: 6117.895020
	Iteration 104Q: 3 clusters Score -3.165916e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147351 members 
Mstep: Class 2 contains 80049 members 
Entering Unmasked Estep 
Score: -31659218.000000 Penalty: 6117.895020
	Iteration 105Q: 3 clusters Score -3.165922e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148818 members 
Mstep: Class 2 contains 78582 members 
Entering Unmasked Estep 
Score: -31659046.000000 Penalty: 6117.895020
	Iteration 106Q: 3 clusters Score -3.165905e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150167 members 
Mstep: Class 2 contains 77233 members 
Entering Unmasked Estep 
Score: -31658938.000000 Penalty: 6117.895020
	Iteration 107Q: 3 clusters Score -3.165894e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151436 members 
Mstep: Class 2 contains 75964 members 
Entering Unmasked Estep 
Score: -31658950.000000 Penalty: 6117.895020
	Iteration 108Q: 3 clusters Score -3.165895e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152600 members 
Mstep: Class 2 contains 74800 members 
Entering Unmasked Estep 
Score: -31658794.000000 Penalty: 6117.895020
	Iteration 109Q: 3 clusters Score -3.165879e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153625 members 
Mstep: Class 2 contains 73775 members 
Entering Unmasked Estep 
Score: -31658780.000000 Penalty: 6117.895020
	Iteration 110Q: 3 clusters Score -3.165878e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154527 members 
Mstep: Class 2 contains 72873 members 
Entering Unmasked Estep 
Score: -31658480.000000 Penalty: 6117.895020
	Iteration 111Q: 3 clusters Score -3.165848e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155276 members 
Mstep: Class 2 contains 72124 members 
Entering Unmasked Estep 
Score: -31658154.000000 Penalty: 6117.895020
	Iteration 112Q: 3 clusters Score -3.165815e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155936 members 
Mstep: Class 2 contains 71464 members 
Entering Unmasked Estep 
Score: -31658082.000000 Penalty: 6117.895020
	Iteration 113Q: 3 clusters Score -3.165808e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156387 members 
Mstep: Class 2 contains 71013 members 
Entering Unmasked Estep 
Score: -31657950.000000 Penalty: 6117.895020
	Iteration 114Q: 3 clusters Score -3.165795e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156766 members 
Mstep: Class 2 contains 70634 members 
Entering Unmasked Estep 
Score: -31657830.000000 Penalty: 6117.895020
	Iteration 115Q: 3 clusters Score -3.165783e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156989 members 
Mstep: Class 2 contains 70411 members 
Entering Unmasked Estep 
Score: -31657702.000000 Penalty: 6117.895020
	Iteration 116Q: 3 clusters Score -3.16577e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157196 members 
Mstep: Class 2 contains 70204 members 
Entering Unmasked Estep 
Score: -31657540.000000 Penalty: 6117.895020
	Iteration 117Q: 3 clusters Score -3.165754e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157338 members 
Mstep: Class 2 contains 70062 members 
Entering Unmasked Estep 
Score: -31657356.000000 Penalty: 6117.895020
	Iteration 118Q: 3 clusters Score -3.165736e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157391 members 
Mstep: Class 2 contains 70009 members 
Entering Unmasked Estep 
Score: -31657262.000000 Penalty: 6117.895020
	Iteration 119Q: 3 clusters Score -3.165726e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157321 members 
Mstep: Class 2 contains 70079 members 
Entering Unmasked Estep 
Score: -31657186.000000 Penalty: 6117.895020
	Iteration 120F: 3 clusters Score -3.165719e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157188 members 
Mstep: Class 2 contains 70212 members 
Entering Unmasked Estep 
Score: -31657138.000000 Penalty: 6117.895020
	Iteration 121Q: 3 clusters Score -3.165714e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156897 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -31656906.000000 Penalty: 6117.895020
	Iteration 122Q: 3 clusters Score -3.165691e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156517 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -31656742.000000 Penalty: 6117.895020
	Iteration 123Q: 3 clusters Score -3.165674e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156068 members 
Mstep: Class 2 contains 71332 members 
Entering Unmasked Estep 
Score: -31656682.000000 Penalty: 6117.895020
	Iteration 124Q: 3 clusters Score -3.165668e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155539 members 
Mstep: Class 2 contains 71861 members 
Entering Unmasked Estep 
Score: -31656700.000000 Penalty: 6117.895020
	Iteration 125Q: 3 clusters Score -3.16567e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154947 members 
Mstep: Class 2 contains 72453 members 
Entering Unmasked Estep 
Score: -31656754.000000 Penalty: 6117.895020
	Iteration 126Q: 3 clusters Score -3.165675e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154261 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
Score: -31656826.000000 Penalty: 6117.895020
	Iteration 127Q: 3 clusters Score -3.165683e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153501 members 
Mstep: Class 2 contains 73899 members 
Entering Unmasked Estep 
Score: -31656680.000000 Penalty: 6117.895020
	Iteration 128Q: 3 clusters Score -3.165668e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152764 members 
Mstep: Class 2 contains 74636 members 
Entering Unmasked Estep 
Score: -31656666.000000 Penalty: 6117.895020
	Iteration 129Q: 3 clusters Score -3.165667e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152005 members 
Mstep: Class 2 contains 75395 members 
Entering Unmasked Estep 
Score: -31656588.000000 Penalty: 6117.895020
	Iteration 130Q: 3 clusters Score -3.165659e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151185 members 
Mstep: Class 2 contains 76215 members 
Entering Unmasked Estep 
Score: -31656580.000000 Penalty: 6117.895020
	Iteration 131Q: 3 clusters Score -3.165658e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150402 members 
Mstep: Class 2 contains 76998 members 
Entering Unmasked Estep 
Score: -31656574.000000 Penalty: 6117.895020
	Iteration 132Q: 3 clusters Score -3.165657e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149599 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -31656604.000000 Penalty: 6117.895020
	Iteration 133Q: 3 clusters Score -3.16566e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148734 members 
Mstep: Class 2 contains 78666 members 
Entering Unmasked Estep 
Score: -31656596.000000 Penalty: 6117.895020
	Iteration 134Q: 3 clusters Score -3.16566e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147872 members 
Mstep: Class 2 contains 79528 members 
Entering Unmasked Estep 
Score: -31656622.000000 Penalty: 6117.895020
	Iteration 135Q: 3 clusters Score -3.165662e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147002 members 
Mstep: Class 2 contains 80398 members 
Entering Unmasked Estep 
Score: -31656594.000000 Penalty: 6117.895020
	Iteration 136Q: 3 clusters Score -3.165659e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146081 members 
Mstep: Class 2 contains 81319 members 
Entering Unmasked Estep 
Score: -31656512.000000 Penalty: 6117.895020
	Iteration 137Q: 3 clusters Score -3.165651e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145167 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -31656584.000000 Penalty: 6117.895020
	Iteration 138Q: 3 clusters Score -3.165658e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144185 members 
Mstep: Class 2 contains 83215 members 
Entering Unmasked Estep 
Score: -31656588.000000 Penalty: 6117.895020
	Iteration 139Q: 3 clusters Score -3.165659e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143173 members 
Mstep: Class 2 contains 84227 members 
Entering Unmasked Estep 
Score: -31656588.000000 Penalty: 6117.895020
	Iteration 140F: 3 clusters Score -3.165659e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142124 members 
Mstep: Class 2 contains 85276 members 
Entering Unmasked Estep 
Score: -31656720.000000 Penalty: 6117.895020
	Iteration 141Q: 3 clusters Score -3.165672e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141094 members 
Mstep: Class 2 contains 86306 members 
Entering Unmasked Estep 
Score: -31656724.000000 Penalty: 6117.895020
	Iteration 142Q: 3 clusters Score -3.165672e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140022 members 
Mstep: Class 2 contains 87378 members 
Entering Unmasked Estep 
Score: -31656758.000000 Penalty: 6117.895020
	Iteration 143Q: 3 clusters Score -3.165676e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138931 members 
Mstep: Class 2 contains 88469 members 
Entering Unmasked Estep 
Score: -31656784.000000 Penalty: 6117.895020
	Iteration 144Q: 3 clusters Score -3.165678e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137827 members 
Mstep: Class 2 contains 89573 members 
Entering Unmasked Estep 
Score: -31656872.000000 Penalty: 6117.895020
	Iteration 145Q: 3 clusters Score -3.165687e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136699 members 
Mstep: Class 2 contains 90701 members 
Entering Unmasked Estep 
Score: -31656976.000000 Penalty: 6117.895020
	Iteration 146Q: 3 clusters Score -3.165698e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135590 members 
Mstep: Class 2 contains 91810 members 
Entering Unmasked Estep 
Score: -31657074.000000 Penalty: 6117.895020
	Iteration 147Q: 3 clusters Score -3.165707e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134437 members 
Mstep: Class 2 contains 92963 members 
Entering Unmasked Estep 
Score: -31657174.000000 Penalty: 6117.895020
	Iteration 148Q: 3 clusters Score -3.165717e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133301 members 
Mstep: Class 2 contains 94099 members 
Entering Unmasked Estep 
Score: -31657206.000000 Penalty: 6117.895020
	Iteration 149Q: 3 clusters Score -3.165721e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132176 members 
Mstep: Class 2 contains 95224 members 
Entering Unmasked Estep 
Score: -31657268.000000 Penalty: 6117.895020
	Iteration 150Q: 3 clusters Score -3.165727e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131067 members 
Mstep: Class 2 contains 96333 members 
Entering Unmasked Estep 
Score: -31657430.000000 Penalty: 6117.895020
	Iteration 151Q: 3 clusters Score -3.165743e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129919 members 
Mstep: Class 2 contains 97481 members 
Entering Unmasked Estep 
Score: -31657468.000000 Penalty: 6117.895020
	Iteration 152Q: 3 clusters Score -3.165747e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128847 members 
Mstep: Class 2 contains 98553 members 
Entering Unmasked Estep 
Score: -31657526.000000 Penalty: 6117.895020
	Iteration 153Q: 3 clusters Score -3.165753e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127787 members 
Mstep: Class 2 contains 99613 members 
Entering Unmasked Estep 
Score: -31657490.000000 Penalty: 6117.895020
	Iteration 154Q: 3 clusters Score -3.165749e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126719 members 
Mstep: Class 2 contains 100681 members 
Entering Unmasked Estep 
Score: -31657562.000000 Penalty: 6117.895020
	Iteration 155Q: 3 clusters Score -3.165756e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125683 members 
Mstep: Class 2 contains 101717 members 
Entering Unmasked Estep 
Score: -31657688.000000 Penalty: 6117.895020
	Iteration 156Q: 3 clusters Score -3.165769e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124654 members 
Mstep: Class 2 contains 102746 members 
Entering Unmasked Estep 
Score: -31657848.000000 Penalty: 6117.895020
	Iteration 157Q: 3 clusters Score -3.165785e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123614 members 
Mstep: Class 2 contains 103786 members 
Entering Unmasked Estep 
Score: -31657930.000000 Penalty: 6117.895020
	Iteration 158Q: 3 clusters Score -3.165793e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122555 members 
Mstep: Class 2 contains 104845 members 
Entering Unmasked Estep 
Score: -31658028.000000 Penalty: 6117.895020
	Iteration 159Q: 3 clusters Score -3.165803e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121510 members 
Mstep: Class 2 contains 105890 members 
Entering Unmasked Estep 
Score: -31658104.000000 Penalty: 6117.895020
	Iteration 160F: 3 clusters Score -3.16581e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120427 members 
Mstep: Class 2 contains 106973 members 
Entering Unmasked Estep 
Score: -31658330.000000 Penalty: 6117.895020
	Iteration 161Q: 3 clusters Score -3.165833e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119283 members 
Mstep: Class 2 contains 108117 members 
Entering Unmasked Estep 
Score: -31658400.000000 Penalty: 6117.895020
	Iteration 162Q: 3 clusters Score -3.16584e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118226 members 
Mstep: Class 2 contains 109174 members 
Entering Unmasked Estep 
Score: -31658688.000000 Penalty: 6117.895020
	Iteration 163Q: 3 clusters Score -3.165869e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117086 members 
Mstep: Class 2 contains 110314 members 
Entering Unmasked Estep 
Score: -31658974.000000 Penalty: 6117.895020
	Iteration 164Q: 3 clusters Score -3.165897e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115961 members 
Mstep: Class 2 contains 111439 members 
Entering Unmasked Estep 
Score: -31659220.000000 Penalty: 6117.895020
	Iteration 165Q: 3 clusters Score -3.165922e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114856 members 
Mstep: Class 2 contains 112544 members 
Entering Unmasked Estep 
Score: -31659180.000000 Penalty: 6117.895020
	Iteration 166Q: 3 clusters Score -3.165918e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113610 members 
Mstep: Class 2 contains 113790 members 
Entering Unmasked Estep 
Score: -31659212.000000 Penalty: 6117.895020
	Iteration 167Q: 3 clusters Score -3.165921e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112328 members 
Mstep: Class 2 contains 115072 members 
Entering Unmasked Estep 
Score: -31659404.000000 Penalty: 6117.895020
	Iteration 168Q: 3 clusters Score -3.16594e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110946 members 
Mstep: Class 2 contains 116454 members 
Entering Unmasked Estep 
Score: -31659696.000000 Penalty: 6117.895020
	Iteration 169Q: 3 clusters Score -3.16597e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109486 members 
Mstep: Class 2 contains 117914 members 
Entering Unmasked Estep 
Score: -31659876.000000 Penalty: 6117.895020
	Iteration 170Q: 3 clusters Score -3.165988e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107878 members 
Mstep: Class 2 contains 119522 members 
Entering Unmasked Estep 
Score: -31660004.000000 Penalty: 6117.895020
	Iteration 171Q: 3 clusters Score -3.166e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106047 members 
Mstep: Class 2 contains 121353 members 
Entering Unmasked Estep 
Score: -31660122.000000 Penalty: 6117.895020
	Iteration 172Q: 3 clusters Score -3.166012e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104044 members 
Mstep: Class 2 contains 123356 members 
Entering Unmasked Estep 
Score: -31660368.000000 Penalty: 6117.895020
	Iteration 173Q: 3 clusters Score -3.166037e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101816 members 
Mstep: Class 2 contains 125584 members 
Entering Unmasked Estep 
Score: -31660792.000000 Penalty: 6117.895020
	Iteration 174Q: 3 clusters Score -3.166079e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99404 members 
Mstep: Class 2 contains 127996 members 
Entering Unmasked Estep 
Score: -31661090.000000 Penalty: 6117.895020
	Iteration 175Q: 3 clusters Score -3.166109e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96669 members 
Mstep: Class 2 contains 130731 members 
Entering Unmasked Estep 
Score: -31661408.000000 Penalty: 6117.895020
	Iteration 176Q: 3 clusters Score -3.166141e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 133702 members 
Entering Unmasked Estep 
Score: -31661692.000000 Penalty: 6117.895020
	Iteration 177Q: 3 clusters Score -3.166169e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90593 members 
Mstep: Class 2 contains 136807 members 
Entering Unmasked Estep 
Score: -31662032.000000 Penalty: 6117.895020
	Iteration 178Q: 3 clusters Score -3.166203e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87288 members 
Mstep: Class 2 contains 140112 members 
Entering Unmasked Estep 
Score: -31662328.000000 Penalty: 6117.895020
	Iteration 179Q: 3 clusters Score -3.166233e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83763 members 
Mstep: Class 2 contains 143637 members 
Entering Unmasked Estep 
Score: -31662506.000000 Penalty: 6117.895020
	Iteration 180F: 3 clusters Score -3.166251e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79945 members 
Mstep: Class 2 contains 147455 members 
Entering Unmasked Estep 
Score: -31663024.000000 Penalty: 6117.895020
	Iteration 181Q: 3 clusters Score -3.166302e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 151471 members 
Entering Unmasked Estep 
Score: -31663496.000000 Penalty: 6117.895020
	Iteration 182Q: 3 clusters Score -3.16635e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 155530 members 
Entering Unmasked Estep 
Score: -31663966.000000 Penalty: 6117.895020
	Iteration 183Q: 3 clusters Score -3.166397e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 159667 members 
Entering Unmasked Estep 
Score: -31664184.000000 Penalty: 6117.895020
	Iteration 184Q: 3 clusters Score -3.166418e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 163758 members 
Entering Unmasked Estep 
Score: -31664580.000000 Penalty: 6117.895020
	Iteration 185Q: 3 clusters Score -3.166458e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 167704 members 
Entering Unmasked Estep 
Score: -31664884.000000 Penalty: 6117.895020
	Iteration 186Q: 3 clusters Score -3.166488e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 171556 members 
Entering Unmasked Estep 
Score: -31665004.000000 Penalty: 6117.895020
	Iteration 187Q: 3 clusters Score -3.1665e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52190 members 
Mstep: Class 2 contains 175210 members 
Entering Unmasked Estep 
Score: -31665082.000000 Penalty: 6117.895020
	Iteration 188Q: 3 clusters Score -3.166508e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 178693 members 
Entering Unmasked Estep 
Score: -31665350.000000 Penalty: 6117.895020
	Iteration 189Q: 3 clusters Score -3.166535e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 181981 members 
Entering Unmasked Estep 
Score: -31665546.000000 Penalty: 6117.895020
	Iteration 190Q: 3 clusters Score -3.166555e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 185169 members 
Entering Unmasked Estep 
Score: -31665998.000000 Penalty: 6117.895020
	Iteration 191Q: 3 clusters Score -3.1666e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 188225 members 
Entering Unmasked Estep 
Score: -31666378.000000 Penalty: 6117.895020
	Iteration 192Q: 3 clusters Score -3.166638e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 191230 members 
Entering Unmasked Estep 
Score: -31666650.000000 Penalty: 6117.895020
	Iteration 193Q: 3 clusters Score -3.166665e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 194061 members 
Entering Unmasked Estep 
Score: -31666748.000000 Penalty: 6117.895020
	Iteration 194Q: 3 clusters Score -3.166675e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 196618 members 
Entering Unmasked Estep 
Score: -31666960.000000 Penalty: 6117.895020
	Iteration 195Q: 3 clusters Score -3.166696e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 199020 members 
Entering Unmasked Estep 
Score: -31667140.000000 Penalty: 6117.895020
	Iteration 196Q: 3 clusters Score -3.166714e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 201219 members 
Entering Unmasked Estep 
Score: -31667362.000000 Penalty: 6117.895020
	Iteration 197Q: 3 clusters Score -3.166736e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 203195 members 
Entering Unmasked Estep 
Score: -31667408.000000 Penalty: 6117.895020
	Iteration 198Q: 3 clusters Score -3.166741e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 204984 members 
Entering Unmasked Estep 
Score: -31667638.000000 Penalty: 6117.895020
	Iteration 199Q: 3 clusters Score -3.166764e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 206596 members 
Entering Unmasked Estep 
Score: -31667944.000000 Penalty: 6117.895020
	Iteration 200F: 3 clusters Score -3.166794e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 208555 members 
Entering Unmasked Estep 
Score: -31667902.000000 Penalty: 6117.895020
	Iteration 201Q: 3 clusters Score -3.16679e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 210257 members 
Entering Unmasked Estep 
Score: -31667940.000000 Penalty: 6117.895020
	Iteration 202Q: 3 clusters Score -3.166794e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 211748 members 
Entering Unmasked Estep 
Score: -31667884.000000 Penalty: 6117.895020
	Iteration 203Q: 3 clusters Score -3.166788e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 213134 members 
Entering Unmasked Estep 
Score: -31667742.000000 Penalty: 6117.895020
	Iteration 204Q: 3 clusters Score -3.166774e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 214399 members 
Entering Unmasked Estep 
Score: -31668190.000000 Penalty: 6117.895020
	Iteration 205Q: 3 clusters Score -3.166819e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 215578 members 
Entering Unmasked Estep 
Score: -31668660.000000 Penalty: 6117.895020
	Iteration 206Q: 3 clusters Score -3.166866e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 216621 members 
Entering Unmasked Estep 
Score: -31669068.000000 Penalty: 6117.895020
	Iteration 207Q: 3 clusters Score -3.166907e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 217576 members 
Entering Unmasked Estep 
Score: -31669548.000000 Penalty: 6117.895020
	Iteration 208Q: 3 clusters Score -3.166955e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 218413 members 
Entering Unmasked Estep 
Score: -31669872.000000 Penalty: 6117.895020
	Iteration 209Q: 3 clusters Score -3.166987e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 219185 members 
Entering Unmasked Estep 
Score: -31670216.000000 Penalty: 6117.895020
	Iteration 210Q: 3 clusters Score -3.167022e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 219889 members 
Entering Unmasked Estep 
Score: -31670434.000000 Penalty: 6117.895020
	Iteration 211Q: 3 clusters Score -3.167043e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 220544 members 
Entering Unmasked Estep 
Score: -31670606.000000 Penalty: 6117.895020
	Iteration 212Q: 3 clusters Score -3.167061e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 221113 members 
Entering Unmasked Estep 
Score: -31670788.000000 Penalty: 6117.895020
	Iteration 213Q: 3 clusters Score -3.167079e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 221598 members 
Entering Unmasked Estep 
Score: -31670922.000000 Penalty: 6117.895020
	Iteration 214Q: 3 clusters Score -3.167092e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 221987 members 
Entering Unmasked Estep 
Score: -31670960.000000 Penalty: 6117.895020
	Iteration 215Q: 3 clusters Score -3.167096e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 222326 members 
Entering Unmasked Estep 
Score: -31671028.000000 Penalty: 6117.895020
	Iteration 216Q: 3 clusters Score -3.167103e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 222625 members 
Entering Unmasked Estep 
Score: -31671182.000000 Penalty: 6117.895020
	Iteration 217Q: 3 clusters Score -3.167118e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 222868 members 
Entering Unmasked Estep 
Score: -31671232.000000 Penalty: 6117.895020
	Iteration 218Q: 3 clusters Score -3.167123e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 223085 members 
Entering Unmasked Estep 
Score: -31671466.000000 Penalty: 6117.895020
	Iteration 219Q: 3 clusters Score -3.167147e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 223286 members 
Entering Unmasked Estep 
Score: -31671622.000000 Penalty: 6117.895020
	Iteration 220F: 3 clusters Score -3.167162e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 223458 members 
Entering Unmasked Estep 
Score: -31671852.000000 Penalty: 6117.895020
	Iteration 221Q: 3 clusters Score -3.167185e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 223606 members 
Entering Unmasked Estep 
Score: -31671960.000000 Penalty: 6117.895020
	Iteration 222Q: 3 clusters Score -3.167196e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 223742 members 
Entering Unmasked Estep 
Score: -31672126.000000 Penalty: 6117.895020
	Iteration 223Q: 3 clusters Score -3.167213e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 223859 members 
Entering Unmasked Estep 
Score: -31672246.000000 Penalty: 6117.895020
	Iteration 224Q: 3 clusters Score -3.167225e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 223957 members 
Entering Unmasked Estep 
Score: -31672308.000000 Penalty: 6117.895020
	Iteration 225Q: 3 clusters Score -3.167231e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 224041 members 
Entering Unmasked Estep 
Score: -31672352.000000 Penalty: 6117.895020
	Iteration 226Q: 3 clusters Score -3.167235e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 224130 members 
Entering Unmasked Estep 
Score: -31672410.000000 Penalty: 6117.895020
	Iteration 227Q: 3 clusters Score -3.167241e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 224207 members 
Entering Unmasked Estep 
Score: -31672460.000000 Penalty: 6117.895020
	Iteration 228Q: 3 clusters Score -3.167246e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 224283 members 
Entering Unmasked Estep 
Score: -31672512.000000 Penalty: 6117.895020
	Iteration 229Q: 3 clusters Score -3.167251e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 224327 members 
Entering Unmasked Estep 
Score: -31672558.000000 Penalty: 6117.895020
	Iteration 230Q: 3 clusters Score -3.167256e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 224373 members 
Entering Unmasked Estep 
Score: -31672602.000000 Penalty: 6117.895020
	Iteration 231Q: 3 clusters Score -3.16726e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 224408 members 
Entering Unmasked Estep 
Score: -31672634.000000 Penalty: 6117.895020
	Iteration 232Q: 3 clusters Score -3.167263e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 224442 members 
Entering Unmasked Estep 
Score: -31672648.000000 Penalty: 6117.895020
	Iteration 233Q: 3 clusters Score -3.167265e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 224472 members 
Entering Unmasked Estep 
Score: -31672666.000000 Penalty: 6117.895020
	Iteration 234Q: 3 clusters Score -3.167267e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 224501 members 
Entering Unmasked Estep 
Score: -31672686.000000 Penalty: 6117.895020
	Iteration 235Q: 3 clusters Score -3.167269e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 224529 members 
Entering Unmasked Estep 
Score: -31672672.000000 Penalty: 6117.895020
	Iteration 236Q: 3 clusters Score -3.167267e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 224564 members 
Entering Unmasked Estep 
Score: -31672718.000000 Penalty: 6117.895020
	Iteration 237Q: 3 clusters Score -3.167272e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 224593 members 
Entering Unmasked Estep 
Score: -31672730.000000 Penalty: 6117.895020
	Iteration 238Q: 3 clusters Score -3.167273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 224607 members 
Entering Unmasked Estep 
Score: -31672758.000000 Penalty: 6117.895020
	Iteration 239Q: 3 clusters Score -3.167276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 224625 members 
Entering Unmasked Estep 
Score: -31672742.000000 Penalty: 6117.895020
	Iteration 240F: 3 clusters Score -3.167274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 224637 members 
Entering Unmasked Estep 
Score: -31672760.000000 Penalty: 6117.895020
	Iteration 241Q: 3 clusters Score -3.167276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 224650 members 
Entering Unmasked Estep 
Score: -31672748.000000 Penalty: 6117.895020
	Iteration 242Q: 3 clusters Score -3.167275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 224665 members 
Entering Unmasked Estep 
Score: -31672750.000000 Penalty: 6117.895020
	Iteration 243Q: 3 clusters Score -3.167275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 224672 members 
Entering Unmasked Estep 
Score: -31672770.000000 Penalty: 6117.895020
	Iteration 244Q: 3 clusters Score -3.167277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 224681 members 
Entering Unmasked Estep 
Score: -31672750.000000 Penalty: 6117.895020
	Iteration 245Q: 3 clusters Score -3.167275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 224692 members 
Entering Unmasked Estep 
Score: -31672746.000000 Penalty: 6117.895020
	Iteration 246Q: 3 clusters Score -3.167275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 224705 members 
Entering Unmasked Estep 
Score: -31672732.000000 Penalty: 6117.895020
	Iteration 247Q: 3 clusters Score -3.167273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 224715 members 
Entering Unmasked Estep 
Score: -31672740.000000 Penalty: 6117.895020
	Iteration 248Q: 3 clusters Score -3.167274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 224725 members 
Entering Unmasked Estep 
Score: -31672778.000000 Penalty: 6117.895020
	Iteration 249Q: 3 clusters Score -3.167278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 224736 members 
Entering Unmasked Estep 
Score: -31672774.000000 Penalty: 6117.895020
	Iteration 250Q: 3 clusters Score -3.167277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 224749 members 
Entering Unmasked Estep 
Score: -31672796.000000 Penalty: 6117.895020
	Iteration 251Q: 3 clusters Score -3.16728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 224764 members 
Entering Unmasked Estep 
Score: -31672828.000000 Penalty: 6117.895020
	Iteration 252Q: 3 clusters Score -3.167283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 224779 members 
Entering Unmasked Estep 
Score: -31672832.000000 Penalty: 6117.895020
	Iteration 253Q: 3 clusters Score -3.167283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 224794 members 
Entering Unmasked Estep 
Score: -31672828.000000 Penalty: 6117.895020
	Iteration 254Q: 3 clusters Score -3.167283e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 224806 members 
Entering Unmasked Estep 
Score: -31672852.000000 Penalty: 6117.895020
	Iteration 255Q: 3 clusters Score -3.167285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 224816 members 
Entering Unmasked Estep 
Score: -31672858.000000 Penalty: 6117.895020
	Iteration 256Q: 3 clusters Score -3.167286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 224824 members 
Entering Unmasked Estep 
Score: -31672844.000000 Penalty: 6117.895020
	Iteration 257Q: 3 clusters Score -3.167284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 224831 members 
Entering Unmasked Estep 
Score: -31672860.000000 Penalty: 6117.895020
	Iteration 258Q: 3 clusters Score -3.167286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 224840 members 
Entering Unmasked Estep 
Score: -31672850.000000 Penalty: 6117.895020
	Iteration 259Q: 3 clusters Score -3.167285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 224847 members 
Entering Unmasked Estep 
Score: -31672884.000000 Penalty: 6117.895020
	Iteration 260F: 3 clusters Score -3.167288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 224851 members 
Entering Unmasked Estep 
Score: -31672892.000000 Penalty: 6117.895020
	Iteration 261Q: 3 clusters Score -3.167289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 224854 members 
Entering Unmasked Estep 
Score: -31672890.000000 Penalty: 6117.895020
	Iteration 262Q: 3 clusters Score -3.167289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 224857 members 
Entering Unmasked Estep 
Score: -31672882.000000 Penalty: 6117.895020
	Iteration 263Q: 3 clusters Score -3.167288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 224857 members 
Entering Unmasked Estep 
Score: -31672882.000000 Penalty: 6117.895020
	Iteration 264F: 3 clusters Score -3.167288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -44356.437500 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -44356.44 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 183 members 
Entering Unmasked Estep 
Score: -43101.687500 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -43101.69 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43289.800781 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -43289.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43388.007812 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -43388.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -43456.632812 Penalty: 2955.378662
	Iteration 3Q: 3 clusters Score -43456.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -43498.554688 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -43498.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -43538.996094 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -43539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -43594.113281 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -43594.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -43645.707031 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -43645.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -43732.980469 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -43732.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -43786.644531 Penalty: 2955.378662
	Iteration 9Q: 3 clusters Score -43786.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -43829.199219 Penalty: 2955.378662
	Iteration 10Q: 3 clusters Score -43829.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -43888.843750 Penalty: 2955.378662
	Iteration 11Q: 3 clusters Score -43888.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -43979.648438 Penalty: 2955.378662
	Iteration 12Q: 3 clusters Score -43979.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -44011.984375 Penalty: 2955.378662
	Iteration 13Q: 3 clusters Score -44011.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -44011.984375 Penalty: 2955.378662
	Iteration 14F: 3 clusters Score -44011.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Entering Unmasked Estep 
Score: -3605576.500000 Penalty: 2518.686768
	Iteration 0F: 2 clusters Score -3605576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -3587985.250000 Penalty: 5037.373535
	Iteration 0F: 3 clusters Score -3587985 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3594266.000000 Penalty: 5037.373535
	Iteration 1F: 3 clusters Score -3594266 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3594906.000000 Penalty: 5037.373535
	Iteration 2F: 3 clusters Score -3594906 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3595591.750000 Penalty: 5037.373535
	Iteration 3F: 3 clusters Score -3595592 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3596429.250000 Penalty: 5037.373535
	Iteration 4F: 3 clusters Score -3596429 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3597515.500000 Penalty: 5037.373535
	Iteration 5F: 3 clusters Score -3597516 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3598809.250000 Penalty: 5037.373535
	Iteration 6F: 3 clusters Score -3598809 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -3600239.250000 Penalty: 5037.373535
	Iteration 7F: 3 clusters Score -3600239 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -3601371.000000 Penalty: 5037.373535
	Iteration 8F: 3 clusters Score -3601371 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -3602221.000000 Penalty: 5037.373535
	Iteration 9Q: 3 clusters Score -3602221 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -3602781.250000 Penalty: 5037.373535
	Iteration 10Q: 3 clusters Score -3602781 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -3603170.250000 Penalty: 5037.373535
	Iteration 11Q: 3 clusters Score -3603170 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -3603408.250000 Penalty: 5037.373535
	Iteration 12Q: 3 clusters Score -3603408 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3603544.750000 Penalty: 5037.373535
	Iteration 13Q: 3 clusters Score -3603545 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -3603647.000000 Penalty: 5037.373535
	Iteration 14Q: 3 clusters Score -3603647 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -3603697.000000 Penalty: 5037.373535
	Iteration 15Q: 3 clusters Score -3603697 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3603731.500000 Penalty: 5037.373535
	Iteration 16Q: 3 clusters Score -3603732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -3603747.500000 Penalty: 5037.373535
	Iteration 17Q: 3 clusters Score -3603748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -3603766.500000 Penalty: 5037.373535
	Iteration 18Q: 3 clusters Score -3603766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -3603778.000000 Penalty: 5037.373535
	Iteration 19Q: 3 clusters Score -3603778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -3603795.000000 Penalty: 5037.373535
	Iteration 20F: 3 clusters Score -3603795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -3603813.000000 Penalty: 5037.373535
	Iteration 21Q: 3 clusters Score -3603813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3603813.500000 Penalty: 5037.373535
	Iteration 22Q: 3 clusters Score -3603814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -3603828.750000 Penalty: 5037.373535
	Iteration 23Q: 3 clusters Score -3603829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3603835.500000 Penalty: 5037.373535
	Iteration 24Q: 3 clusters Score -3603836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -3603850.750000 Penalty: 5037.373535
	Iteration 25Q: 3 clusters Score -3603851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3603857.000000 Penalty: 5037.373535
	Iteration 26Q: 3 clusters Score -3603857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -3603868.500000 Penalty: 5037.373535
	Iteration 27Q: 3 clusters Score -3603868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3603862.250000 Penalty: 5037.373535
	Iteration 28Q: 3 clusters Score -3603862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -3603865.500000 Penalty: 5037.373535
	Iteration 29Q: 3 clusters Score -3603866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3603872.750000 Penalty: 5037.373535
	Iteration 30Q: 3 clusters Score -3603873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -3603871.250000 Penalty: 5037.373535
	Iteration 31Q: 3 clusters Score -3603871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -3603869.250000 Penalty: 5037.373535
	Iteration 32Q: 3 clusters Score -3603869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3603867.250000 Penalty: 5037.373535
	Iteration 33Q: 3 clusters Score -3603867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -3603872.750000 Penalty: 5037.373535
	Iteration 34Q: 3 clusters Score -3603873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -3603864.500000 Penalty: 5037.373535
	Iteration 35Q: 3 clusters Score -3603864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -3603864.500000 Penalty: 5037.373535
	Iteration 36F: 3 clusters Score -3603864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Entering Unmasked Estep 
Score: -1033650.000000 Penalty: 2214.006592
	Iteration 0F: 2 clusters Score -1033650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1027559.125000 Penalty: 4428.013184
	Iteration 0F: 3 clusters Score -1027559 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1029213.250000 Penalty: 4428.013184
	Iteration 1F: 3 clusters Score -1029213 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1029462.125000 Penalty: 4428.013184
	Iteration 2F: 3 clusters Score -1029462 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1029631.937500 Penalty: 4428.013184
	Iteration 3Q: 3 clusters Score -1029632 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1029754.312500 Penalty: 4428.013184
	Iteration 4Q: 3 clusters Score -1029754 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1029852.812500 Penalty: 4428.013184
	Iteration 5Q: 3 clusters Score -1029853 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1029940.625000 Penalty: 4428.013184
	Iteration 6Q: 3 clusters Score -1029941 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1030024.500000 Penalty: 4428.013184
	Iteration 7Q: 3 clusters Score -1030024 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1030119.375000 Penalty: 4428.013184
	Iteration 8Q: 3 clusters Score -1030119 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1030212.312500 Penalty: 4428.013184
	Iteration 9Q: 3 clusters Score -1030212 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1030296.875000 Penalty: 4428.013184
	Iteration 10Q: 3 clusters Score -1030297 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1030393.062500 Penalty: 4428.013184
	Iteration 11Q: 3 clusters Score -1030393 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1030492.000000 Penalty: 4428.013184
	Iteration 12Q: 3 clusters Score -1030492 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1030609.062500 Penalty: 4428.013184
	Iteration 13Q: 3 clusters Score -1030609 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1030735.875000 Penalty: 4428.013184
	Iteration 14Q: 3 clusters Score -1030736 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1030852.250000 Penalty: 4428.013184
	Iteration 15Q: 3 clusters Score -1030852 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1030944.000000 Penalty: 4428.013184
	Iteration 16Q: 3 clusters Score -1030944 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1031038.250000 Penalty: 4428.013184
	Iteration 17Q: 3 clusters Score -1031038 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1031122.250000 Penalty: 4428.013184
	Iteration 18Q: 3 clusters Score -1031122 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1031181.062500 Penalty: 4428.013184
	Iteration 19Q: 3 clusters Score -1031181 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1031243.687500 Penalty: 4428.013184
	Iteration 20F: 3 clusters Score -1031244 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1031291.125000 Penalty: 4428.013184
	Iteration 21Q: 3 clusters Score -1031291 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1031330.375000 Penalty: 4428.013184
	Iteration 22Q: 3 clusters Score -1031330 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1031357.187500 Penalty: 4428.013184
	Iteration 23Q: 3 clusters Score -1031357 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1031372.625000 Penalty: 4428.013184
	Iteration 24Q: 3 clusters Score -1031373 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1031385.500000 Penalty: 4428.013184
	Iteration 25Q: 3 clusters Score -1031386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1031390.687500 Penalty: 4428.013184
	Iteration 26Q: 3 clusters Score -1031391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1031397.062500 Penalty: 4428.013184
	Iteration 27Q: 3 clusters Score -1031397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1031398.750000 Penalty: 4428.013184
	Iteration 28Q: 3 clusters Score -1031399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1031402.250000 Penalty: 4428.013184
	Iteration 29Q: 3 clusters Score -1031402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1031406.312500 Penalty: 4428.013184
	Iteration 30Q: 3 clusters Score -1031406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1031406.937500 Penalty: 4428.013184
	Iteration 31Q: 3 clusters Score -1031407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1031411.625000 Penalty: 4428.013184
	Iteration 32Q: 3 clusters Score -1031412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1031412.812500 Penalty: 4428.013184
	Iteration 33Q: 3 clusters Score -1031413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1031415.500000 Penalty: 4428.013184
	Iteration 34Q: 3 clusters Score -1031416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1031415.500000 Penalty: 4428.013184
	Iteration 35Q: 3 clusters Score -1031416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1031421.437500 Penalty: 4428.013184
	Iteration 36Q: 3 clusters Score -1031421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1031423.750000 Penalty: 4428.013184
	Iteration 37Q: 3 clusters Score -1031424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1031426.812500 Penalty: 4428.013184
	Iteration 38Q: 3 clusters Score -1031427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1031427.062500 Penalty: 4428.013184
	Iteration 39Q: 3 clusters Score -1031427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1031432.937500 Penalty: 4428.013184
	Iteration 40F: 3 clusters Score -1031433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1031434.062500 Penalty: 4428.013184
	Iteration 41Q: 3 clusters Score -1031434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1031436.062500 Penalty: 4428.013184
	Iteration 42Q: 3 clusters Score -1031436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1031440.625000 Penalty: 4428.013184
	Iteration 43Q: 3 clusters Score -1031441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1031441.312500 Penalty: 4428.013184
	Iteration 44Q: 3 clusters Score -1031441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1031444.750000 Penalty: 4428.013184
	Iteration 45Q: 3 clusters Score -1031445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1031451.375000 Penalty: 4428.013184
	Iteration 46Q: 3 clusters Score -1031451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1031450.062500 Penalty: 4428.013184
	Iteration 47Q: 3 clusters Score -1031450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1031455.125000 Penalty: 4428.013184
	Iteration 48Q: 3 clusters Score -1031455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1031454.687500 Penalty: 4428.013184
	Iteration 49Q: 3 clusters Score -1031455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1031458.500000 Penalty: 4428.013184
	Iteration 50Q: 3 clusters Score -1031458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1031459.375000 Penalty: 4428.013184
	Iteration 51Q: 3 clusters Score -1031459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1031464.687500 Penalty: 4428.013184
	Iteration 52Q: 3 clusters Score -1031465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1031467.562500 Penalty: 4428.013184
	Iteration 53Q: 3 clusters Score -1031468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1031470.125000 Penalty: 4428.013184
	Iteration 54Q: 3 clusters Score -1031470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1031471.687500 Penalty: 4428.013184
	Iteration 55Q: 3 clusters Score -1031472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1031472.875000 Penalty: 4428.013184
	Iteration 56Q: 3 clusters Score -1031473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1031474.375000 Penalty: 4428.013184
	Iteration 57Q: 3 clusters Score -1031474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1031475.625000 Penalty: 4428.013184
	Iteration 58Q: 3 clusters Score -1031476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1031474.812500 Penalty: 4428.013184
	Iteration 59Q: 3 clusters Score -1031475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1031476.812500 Penalty: 4428.013184
	Iteration 60F: 3 clusters Score -1031477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1031476.250000 Penalty: 4428.013184
	Iteration 61Q: 3 clusters Score -1031476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1031478.375000 Penalty: 4428.013184
	Iteration 62Q: 3 clusters Score -1031478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1031478.000000 Penalty: 4428.013184
	Iteration 63Q: 3 clusters Score -1031478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1031479.562500 Penalty: 4428.013184
	Iteration 64Q: 3 clusters Score -1031480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1031479.625000 Penalty: 4428.013184
	Iteration 65Q: 3 clusters Score -1031480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1031479.625000 Penalty: 4428.013184
	Iteration 66F: 3 clusters Score -1031480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Entering Unmasked Estep 
Score: -5583337.000000 Penalty: 2638.590820
	Iteration 0F: 2 clusters Score -5583337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -5554912.500000 Penalty: 5277.181641
	Iteration 0F: 3 clusters Score -5554912 nChanged 19281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -5565757.500000 Penalty: 5277.181641
	Iteration 1F: 3 clusters Score -5565758 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -5567011.000000 Penalty: 5277.181641
	Iteration 2Q: 3 clusters Score -5567011 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -5569296.500000 Penalty: 5277.181641
	Iteration 3F: 3 clusters Score -5569296 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -5572736.000000 Penalty: 5277.181641
	Iteration 4F: 3 clusters Score -5572736 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -5576618.000000 Penalty: 5277.181641
	Iteration 5F: 3 clusters Score -5576618 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -5579465.500000 Penalty: 5277.181641
	Iteration 6F: 3 clusters Score -5579466 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -5581055.500000 Penalty: 5277.181641
	Iteration 7F: 3 clusters Score -5581056 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -5581880.000000 Penalty: 5277.181641
	Iteration 8Q: 3 clusters Score -5581880 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -5582363.500000 Penalty: 5277.181641
	Iteration 9Q: 3 clusters Score -5582364 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -5582713.500000 Penalty: 5277.181641
	Iteration 10Q: 3 clusters Score -5582714 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -5582989.500000 Penalty: 5277.181641
	Iteration 11Q: 3 clusters Score -5582990 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -5583251.000000 Penalty: 5277.181641
	Iteration 12Q: 3 clusters Score -5583251 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -5583446.000000 Penalty: 5277.181641
	Iteration 13Q: 3 clusters Score -5583446 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -5583605.000000 Penalty: 5277.181641
	Iteration 14Q: 3 clusters Score -5583605 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -5583718.000000 Penalty: 5277.181641
	Iteration 15Q: 3 clusters Score -5583718 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -5583841.000000 Penalty: 5277.181641
	Iteration 16Q: 3 clusters Score -5583841 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -5583960.500000 Penalty: 5277.181641
	Iteration 17Q: 3 clusters Score -5583960 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -5584068.000000 Penalty: 5277.181641
	Iteration 18Q: 3 clusters Score -5584068 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -5584194.000000 Penalty: 5277.181641
	Iteration 19Q: 3 clusters Score -5584194 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -5584311.000000 Penalty: 5277.181641
	Iteration 20F: 3 clusters Score -5584311 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5584422.500000 Penalty: 5277.181641
	Iteration 21Q: 3 clusters Score -5584422 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -5584512.500000 Penalty: 5277.181641
	Iteration 22Q: 3 clusters Score -5584512 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -5584630.000000 Penalty: 5277.181641
	Iteration 23Q: 3 clusters Score -5584630 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -5584707.500000 Penalty: 5277.181641
	Iteration 24Q: 3 clusters Score -5584708 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -5584769.500000 Penalty: 5277.181641
	Iteration 25Q: 3 clusters Score -5584770 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -5584796.500000 Penalty: 5277.181641
	Iteration 26Q: 3 clusters Score -5584796 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5584815.500000 Penalty: 5277.181641
	Iteration 27Q: 3 clusters Score -5584816 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5584842.000000 Penalty: 5277.181641
	Iteration 28Q: 3 clusters Score -5584842 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -5584864.000000 Penalty: 5277.181641
	Iteration 29Q: 3 clusters Score -5584864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -5584883.500000 Penalty: 5277.181641
	Iteration 30Q: 3 clusters Score -5584884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -5584909.500000 Penalty: 5277.181641
	Iteration 31Q: 3 clusters Score -5584910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5584941.500000 Penalty: 5277.181641
	Iteration 32Q: 3 clusters Score -5584942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5584964.500000 Penalty: 5277.181641
	Iteration 33Q: 3 clusters Score -5584964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5584992.000000 Penalty: 5277.181641
	Iteration 34Q: 3 clusters Score -5584992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5585003.500000 Penalty: 5277.181641
	Iteration 35Q: 3 clusters Score -5585004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5585036.500000 Penalty: 5277.181641
	Iteration 36Q: 3 clusters Score -5585036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5585053.500000 Penalty: 5277.181641
	Iteration 37Q: 3 clusters Score -5585054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5585069.500000 Penalty: 5277.181641
	Iteration 38Q: 3 clusters Score -5585070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5585084.000000 Penalty: 5277.181641
	Iteration 39Q: 3 clusters Score -5585084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5585096.000000 Penalty: 5277.181641
	Iteration 40F: 3 clusters Score -5585096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5585092.000000 Penalty: 5277.181641
	Iteration 41Q: 3 clusters Score -5585092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5585090.500000 Penalty: 5277.181641
	Iteration 42Q: 3 clusters Score -5585090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5585084.000000 Penalty: 5277.181641
	Iteration 43Q: 3 clusters Score -5585084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5585084.500000 Penalty: 5277.181641
	Iteration 44Q: 3 clusters Score -5585084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5585080.500000 Penalty: 5277.181641
	Iteration 45Q: 3 clusters Score -5585080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5585085.000000 Penalty: 5277.181641
	Iteration 46Q: 3 clusters Score -5585085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5585089.500000 Penalty: 5277.181641
	Iteration 47Q: 3 clusters Score -5585090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5585088.500000 Penalty: 5277.181641
	Iteration 48Q: 3 clusters Score -5585088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5585085.000000 Penalty: 5277.181641
	Iteration 49Q: 3 clusters Score -5585085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5585100.000000 Penalty: 5277.181641
	Iteration 50Q: 3 clusters Score -5585100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5585102.000000 Penalty: 5277.181641
	Iteration 51Q: 3 clusters Score -5585102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5585103.000000 Penalty: 5277.181641
	Iteration 52Q: 3 clusters Score -5585103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5585096.500000 Penalty: 5277.181641
	Iteration 53Q: 3 clusters Score -5585096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -5585096.000000 Penalty: 5277.181641
	Iteration 54Q: 3 clusters Score -5585096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -5585102.000000 Penalty: 5277.181641
	Iteration 55Q: 3 clusters Score -5585102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -5585102.000000 Penalty: 5277.181641
	Iteration 56F: 3 clusters Score -5585102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2570 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 227400 members 
Mstep: Class 5 contains 1984 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25745 members 
Mstep: Class 10 contains 7536 members 
Mstep: Class 11 contains 39767 members 
Mstep: Class 13 contains 121932 members 
Mstep: Class 14 contains 271079 members 
Mstep: Class 15 contains 200137 members 
Mstep: Class 16 contains 14612 members 
Mstep: Class 17 contains 4226 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 7960 members 
Mstep: Class 20 contains 13121 members 
Mstep: Class 21 contains 4698 members 
Mstep: Class 22 contains 38116 members 
Mstep: Class 24 contains 1416 members 
Entering Unmasked Estep 
Score: -135807744.000000 Penalty: 68511.132812
Splitting cluster 11 changes total score from -135806848.000000 to -135807744.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 13 (121932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121932 members 
Entering Unmasked Estep 
Score: -16932984.000000 Penalty: 2904.382324
	Iteration 0F: 2 clusters Score -1.693298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 60811 members 
Entering Unmasked Estep 
Score: -16851674.000000 Penalty: 5808.764648
	Iteration 0F: 3 clusters Score -1.685167e+07 nChanged 57791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61612 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -16885246.000000 Penalty: 5808.764648
	Iteration 1F: 3 clusters Score -1.688525e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 60141 members 
Entering Unmasked Estep 
Score: -16886384.000000 Penalty: 5808.764648
	Iteration 2Q: 3 clusters Score -1.688638e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62187 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -16887634.000000 Penalty: 5808.764648
	Iteration 3Q: 3 clusters Score -1.688763e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62848 members 
Mstep: Class 2 contains 59084 members 
Entering Unmasked Estep 
Score: -16888982.000000 Penalty: 5808.764648
	Iteration 4Q: 3 clusters Score -1.688898e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63920 members 
Mstep: Class 2 contains 58012 members 
Entering Unmasked Estep 
Score: -16890636.000000 Penalty: 5808.764648
	Iteration 5Q: 3 clusters Score -1.689064e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65563 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -16892440.000000 Penalty: 5808.764648
	Iteration 6Q: 3 clusters Score -1.689244e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67878 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -16894338.000000 Penalty: 5808.764648
	Iteration 7Q: 3 clusters Score -1.689434e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71105 members 
Mstep: Class 2 contains 50827 members 
Entering Unmasked Estep 
Score: -16896910.000000 Penalty: 5808.764648
	Iteration 8Q: 3 clusters Score -1.689691e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75229 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -16900030.000000 Penalty: 5808.764648
	Iteration 9Q: 3 clusters Score -1.690003e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80287 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -16903746.000000 Penalty: 5808.764648
	Iteration 10F: 3 clusters Score -1.690375e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85918 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -16907686.000000 Penalty: 5808.764648
	Iteration 11F: 3 clusters Score -1.690769e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91544 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -16911492.000000 Penalty: 5808.764648
	Iteration 12Q: 3 clusters Score -1.691149e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96910 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -16914966.000000 Penalty: 5808.764648
	Iteration 13Q: 3 clusters Score -1.691497e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101775 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -16918172.000000 Penalty: 5808.764648
	Iteration 14Q: 3 clusters Score -1.691817e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -16920934.000000 Penalty: 5808.764648
	Iteration 15Q: 3 clusters Score -1.692093e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110015 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -16923390.000000 Penalty: 5808.764648
	Iteration 16Q: 3 clusters Score -1.692339e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113274 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -16925546.000000 Penalty: 5808.764648
	Iteration 17Q: 3 clusters Score -1.692555e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115874 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -16927322.000000 Penalty: 5808.764648
	Iteration 18Q: 3 clusters Score -1.692732e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117733 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -16928554.000000 Penalty: 5808.764648
	Iteration 19Q: 3 clusters Score -1.692855e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118909 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -16929280.000000 Penalty: 5808.764648
	Iteration 20F: 3 clusters Score -1.692928e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119678 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -16929746.000000 Penalty: 5808.764648
	Iteration 21Q: 3 clusters Score -1.692975e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120168 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -16930038.000000 Penalty: 5808.764648
	Iteration 22Q: 3 clusters Score -1.693004e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120466 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -16930216.000000 Penalty: 5808.764648
	Iteration 23Q: 3 clusters Score -1.693022e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120664 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -16930326.000000 Penalty: 5808.764648
	Iteration 24Q: 3 clusters Score -1.693033e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120792 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -16930388.000000 Penalty: 5808.764648
	Iteration 25Q: 3 clusters Score -1.693039e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120869 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -16930454.000000 Penalty: 5808.764648
	Iteration 26Q: 3 clusters Score -1.693045e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120920 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -16930476.000000 Penalty: 5808.764648
	Iteration 27Q: 3 clusters Score -1.693048e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120971 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -16930500.000000 Penalty: 5808.764648
	Iteration 28Q: 3 clusters Score -1.69305e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121005 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -16930510.000000 Penalty: 5808.764648
	Iteration 29Q: 3 clusters Score -1.693051e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121028 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -16930522.000000 Penalty: 5808.764648
	Iteration 30Q: 3 clusters Score -1.693052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121042 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16930544.000000 Penalty: 5808.764648
	Iteration 31Q: 3 clusters Score -1.693054e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121055 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -16930568.000000 Penalty: 5808.764648
	Iteration 32Q: 3 clusters Score -1.693057e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121071 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -16930576.000000 Penalty: 5808.764648
	Iteration 33Q: 3 clusters Score -1.693058e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121081 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -16930572.000000 Penalty: 5808.764648
	Iteration 34Q: 3 clusters Score -1.693057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121096 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -16930590.000000 Penalty: 5808.764648
	Iteration 35Q: 3 clusters Score -1.693059e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121110 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -16930588.000000 Penalty: 5808.764648
	Iteration 36Q: 3 clusters Score -1.693059e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121120 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -16930602.000000 Penalty: 5808.764648
	Iteration 37Q: 3 clusters Score -1.69306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121129 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -16930614.000000 Penalty: 5808.764648
	Iteration 38Q: 3 clusters Score -1.693061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121131 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -16930612.000000 Penalty: 5808.764648
	Iteration 39Q: 3 clusters Score -1.693061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121139 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -16930610.000000 Penalty: 5808.764648
	Iteration 40F: 3 clusters Score -1.693061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121143 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -16930614.000000 Penalty: 5808.764648
	Iteration 41Q: 3 clusters Score -1.693061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121150 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -16930624.000000 Penalty: 5808.764648
	Iteration 42Q: 3 clusters Score -1.693062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121154 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -16930628.000000 Penalty: 5808.764648
	Iteration 43Q: 3 clusters Score -1.693063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121157 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -16930618.000000 Penalty: 5808.764648
	Iteration 44Q: 3 clusters Score -1.693062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121162 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -16930618.000000 Penalty: 5808.764648
	Iteration 45Q: 3 clusters Score -1.693062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121166 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -16930618.000000 Penalty: 5808.764648
	Iteration 46Q: 3 clusters Score -1.693062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121171 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -16930630.000000 Penalty: 5808.764648
	Iteration 47Q: 3 clusters Score -1.693063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121174 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -16930632.000000 Penalty: 5808.764648
	Iteration 48Q: 3 clusters Score -1.693063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121174 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -16930632.000000 Penalty: 5808.764648
	Iteration 49F: 3 clusters Score -1.693063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (271079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271079 members 
Entering Unmasked Estep 
Score: -37165428.000000 Penalty: 3102.520996
	Iteration 0F: 2 clusters Score -3.716543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135576 members 
Mstep: Class 2 contains 135503 members 
Entering Unmasked Estep 
Score: -36994516.000000 Penalty: 6205.041992
	Iteration 0F: 3 clusters Score -3.699452e+07 nChanged 131004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135386 members 
Mstep: Class 2 contains 135693 members 
Entering Unmasked Estep 
Score: -37071848.000000 Penalty: 6205.041992
	Iteration 1F: 3 clusters Score -3.707185e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135085 members 
Mstep: Class 2 contains 135994 members 
Entering Unmasked Estep 
Score: -37072800.000000 Penalty: 6205.041992
	Iteration 2Q: 3 clusters Score -3.70728e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134531 members 
Mstep: Class 2 contains 136548 members 
Entering Unmasked Estep 
Score: -37074100.000000 Penalty: 6205.041992
	Iteration 3Q: 3 clusters Score -3.70741e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133679 members 
Mstep: Class 2 contains 137400 members 
Entering Unmasked Estep 
Score: -37075468.000000 Penalty: 6205.041992
	Iteration 4Q: 3 clusters Score -3.707547e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132582 members 
Mstep: Class 2 contains 138497 members 
Entering Unmasked Estep 
Score: -37076980.000000 Penalty: 6205.041992
	Iteration 5Q: 3 clusters Score -3.707698e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130987 members 
Mstep: Class 2 contains 140092 members 
Entering Unmasked Estep 
Score: -37079412.000000 Penalty: 6205.041992
	Iteration 6Q: 3 clusters Score -3.707941e+07 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128532 members 
Mstep: Class 2 contains 142547 members 
Entering Unmasked Estep 
Score: -37083120.000000 Penalty: 6205.041992
	Iteration 7Q: 3 clusters Score -3.708312e+07 nChanged 11695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125193 members 
Mstep: Class 2 contains 145886 members 
Entering Unmasked Estep 
Score: -37088736.000000 Penalty: 6205.041992
	Iteration 8Q: 3 clusters Score -3.708874e+07 nChanged 13745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121142 members 
Mstep: Class 2 contains 149937 members 
Entering Unmasked Estep 
Score: -37096280.000000 Penalty: 6205.041992
	Iteration 9F: 3 clusters Score -3.709628e+07 nChanged 15431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116649 members 
Mstep: Class 2 contains 154430 members 
Entering Unmasked Estep 
Score: -37106500.000000 Penalty: 6205.041992
	Iteration 10F: 3 clusters Score -3.71065e+07 nChanged 15698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112161 members 
Mstep: Class 2 contains 158918 members 
Entering Unmasked Estep 
Score: -37116400.000000 Penalty: 6205.041992
	Iteration 11F: 3 clusters Score -3.71164e+07 nChanged 13482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108009 members 
Mstep: Class 2 contains 163070 members 
Entering Unmasked Estep 
Score: -37122868.000000 Penalty: 6205.041992
	Iteration 12Q: 3 clusters Score -3.712287e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104209 members 
Mstep: Class 2 contains 166870 members 
Entering Unmasked Estep 
Score: -37126388.000000 Penalty: 6205.041992
	Iteration 13Q: 3 clusters Score -3.712639e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100556 members 
Mstep: Class 2 contains 170523 members 
Entering Unmasked Estep 
Score: -37127948.000000 Penalty: 6205.041992
	Iteration 14Q: 3 clusters Score -3.712795e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 174135 members 
Entering Unmasked Estep 
Score: -37128920.000000 Penalty: 6205.041992
	Iteration 15Q: 3 clusters Score -3.712892e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93260 members 
Mstep: Class 2 contains 177819 members 
Entering Unmasked Estep 
Score: -37129912.000000 Penalty: 6205.041992
	Iteration 16Q: 3 clusters Score -3.712991e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89354 members 
Mstep: Class 2 contains 181725 members 
Entering Unmasked Estep 
Score: -37130760.000000 Penalty: 6205.041992
	Iteration 17Q: 3 clusters Score -3.713076e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 185940 members 
Entering Unmasked Estep 
Score: -37131888.000000 Penalty: 6205.041992
	Iteration 18Q: 3 clusters Score -3.713189e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 190367 members 
Entering Unmasked Estep 
Score: -37133156.000000 Penalty: 6205.041992
	Iteration 19Q: 3 clusters Score -3.713316e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76033 members 
Mstep: Class 2 contains 195046 members 
Entering Unmasked Estep 
Score: -37134464.000000 Penalty: 6205.041992
	Iteration 20F: 3 clusters Score -3.713446e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71000 members 
Mstep: Class 2 contains 200079 members 
Entering Unmasked Estep 
Score: -37135912.000000 Penalty: 6205.041992
	Iteration 21Q: 3 clusters Score -3.713591e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 205535 members 
Entering Unmasked Estep 
Score: -37137740.000000 Penalty: 6205.041992
	Iteration 22Q: 3 clusters Score -3.713774e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59964 members 
Mstep: Class 2 contains 211115 members 
Entering Unmasked Estep 
Score: -37139872.000000 Penalty: 6205.041992
	Iteration 23Q: 3 clusters Score -3.713987e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Mstep: Class 2 contains 216861 members 
Entering Unmasked Estep 
Score: -37141812.000000 Penalty: 6205.041992
	Iteration 24Q: 3 clusters Score -3.714181e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 222856 members 
Entering Unmasked Estep 
Score: -37144468.000000 Penalty: 6205.041992
	Iteration 25Q: 3 clusters Score -3.714447e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 229118 members 
Entering Unmasked Estep 
Score: -37147136.000000 Penalty: 6205.041992
	Iteration 26Q: 3 clusters Score -3.714714e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 235515 members 
Entering Unmasked Estep 
Score: -37149504.000000 Penalty: 6205.041992
	Iteration 27Q: 3 clusters Score -3.71495e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 242053 members 
Entering Unmasked Estep 
Score: -37151564.000000 Penalty: 6205.041992
	Iteration 28Q: 3 clusters Score -3.715156e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 248285 members 
Entering Unmasked Estep 
Score: -37153588.000000 Penalty: 6205.041992
	Iteration 29Q: 3 clusters Score -3.715359e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 254030 members 
Entering Unmasked Estep 
Score: -37155732.000000 Penalty: 6205.041992
	Iteration 30Q: 3 clusters Score -3.715573e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 258999 members 
Entering Unmasked Estep 
Score: -37157628.000000 Penalty: 6205.041992
	Iteration 31Q: 3 clusters Score -3.715763e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 262891 members 
Entering Unmasked Estep 
Score: -37159140.000000 Penalty: 6205.041992
	Iteration 32Q: 3 clusters Score -3.715914e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 265719 members 
Entering Unmasked Estep 
Score: -37160084.000000 Penalty: 6205.041992
	Iteration 33Q: 3 clusters Score -3.716008e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 267559 members 
Entering Unmasked Estep 
Score: -37160840.000000 Penalty: 6205.041992
	Iteration 34Q: 3 clusters Score -3.716084e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 268671 members 
Entering Unmasked Estep 
Score: -37161332.000000 Penalty: 6205.041992
	Iteration 35Q: 3 clusters Score -3.716133e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 269308 members 
Entering Unmasked Estep 
Score: -37161728.000000 Penalty: 6205.041992
	Iteration 36Q: 3 clusters Score -3.716173e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 269701 members 
Entering Unmasked Estep 
Score: -37162112.000000 Penalty: 6205.041992
	Iteration 37Q: 3 clusters Score -3.716211e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 269895 members 
Entering Unmasked Estep 
Score: -37162236.000000 Penalty: 6205.041992
	Iteration 38Q: 3 clusters Score -3.716224e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 270010 members 
Entering Unmasked Estep 
Score: -37162324.000000 Penalty: 6205.041992
	Iteration 39Q: 3 clusters Score -3.716232e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 270098 members 
Entering Unmasked Estep 
Score: -37162432.000000 Penalty: 6205.041992
	Iteration 40F: 3 clusters Score -3.716243e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 270151 members 
Entering Unmasked Estep 
Score: -37162404.000000 Penalty: 6205.041992
	Iteration 41Q: 3 clusters Score -3.71624e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 270192 members 
Entering Unmasked Estep 
Score: -37162456.000000 Penalty: 6205.041992
	Iteration 42Q: 3 clusters Score -3.716246e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 270220 members 
Entering Unmasked Estep 
Score: -37162464.000000 Penalty: 6205.041992
	Iteration 43Q: 3 clusters Score -3.716246e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 270239 members 
Entering Unmasked Estep 
Score: -37162492.000000 Penalty: 6205.041992
	Iteration 44Q: 3 clusters Score -3.716249e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 270259 members 
Entering Unmasked Estep 
Score: -37162528.000000 Penalty: 6205.041992
	Iteration 45Q: 3 clusters Score -3.716253e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 270279 members 
Entering Unmasked Estep 
Score: -37162524.000000 Penalty: 6205.041992
	Iteration 46Q: 3 clusters Score -3.716252e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 270297 members 
Entering Unmasked Estep 
Score: -37162552.000000 Penalty: 6205.041992
	Iteration 47Q: 3 clusters Score -3.716255e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 270312 members 
Entering Unmasked Estep 
Score: -37162520.000000 Penalty: 6205.041992
	Iteration 48Q: 3 clusters Score -3.716252e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 270316 members 
Entering Unmasked Estep 
Score: -37162552.000000 Penalty: 6205.041992
	Iteration 49Q: 3 clusters Score -3.716255e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 270320 members 
Entering Unmasked Estep 
Score: -37162564.000000 Penalty: 6205.041992
	Iteration 50Q: 3 clusters Score -3.716256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 270329 members 
Entering Unmasked Estep 
Score: -37162564.000000 Penalty: 6205.041992
	Iteration 51Q: 3 clusters Score -3.716256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 270333 members 
Entering Unmasked Estep 
Score: -37162592.000000 Penalty: 6205.041992
	Iteration 52Q: 3 clusters Score -3.716259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 270338 members 
Entering Unmasked Estep 
Score: -37162588.000000 Penalty: 6205.041992
	Iteration 53Q: 3 clusters Score -3.716259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 270339 members 
Entering Unmasked Estep 
Score: -37162580.000000 Penalty: 6205.041992
	Iteration 54Q: 3 clusters Score -3.716258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 270341 members 
Entering Unmasked Estep 
Score: -37162596.000000 Penalty: 6205.041992
	Iteration 55Q: 3 clusters Score -3.71626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 270342 members 
Entering Unmasked Estep 
Score: -37162580.000000 Penalty: 6205.041992
	Iteration 56Q: 3 clusters Score -3.716258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 270341 members 
Entering Unmasked Estep 
Score: -37162584.000000 Penalty: 6205.041992
	Iteration 57Q: 3 clusters Score -3.716258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 270342 members 
Entering Unmasked Estep 
Score: -37162576.000000 Penalty: 6205.041992
	Iteration 58Q: 3 clusters Score -3.716258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 270345 members 
Entering Unmasked Estep 
Score: -37162600.000000 Penalty: 6205.041992
	Iteration 59Q: 3 clusters Score -3.71626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 270346 members 
Entering Unmasked Estep 
Score: -37162580.000000 Penalty: 6205.041992
	Iteration 60F: 3 clusters Score -3.716258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 270349 members 
Entering Unmasked Estep 
Score: -37162608.000000 Penalty: 6205.041992
	Iteration 61Q: 3 clusters Score -3.716261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 270351 members 
Entering Unmasked Estep 
Score: -37162608.000000 Penalty: 6205.041992
	Iteration 62Q: 3 clusters Score -3.716261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 270351 members 
Entering Unmasked Estep 
Score: -37162604.000000 Penalty: 6205.041992
	Iteration 63Q: 3 clusters Score -3.71626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 270353 members 
Entering Unmasked Estep 
Score: -37162608.000000 Penalty: 6205.041992
	Iteration 64Q: 3 clusters Score -3.716261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 270354 members 
Entering Unmasked Estep 
Score: -37162600.000000 Penalty: 6205.041992
	Iteration 65Q: 3 clusters Score -3.71626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 270353 members 
Entering Unmasked Estep 
Score: -37162600.000000 Penalty: 6205.041992
	Iteration 66Q: 3 clusters Score -3.71626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 270354 members 
Entering Unmasked Estep 
Score: -37162608.000000 Penalty: 6205.041992
	Iteration 67Q: 3 clusters Score -3.716261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 270356 members 
Entering Unmasked Estep 
Score: -37162628.000000 Penalty: 6205.041992
	Iteration 68Q: 3 clusters Score -3.716263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 270357 members 
Entering Unmasked Estep 
Score: -37162636.000000 Penalty: 6205.041992
	Iteration 69Q: 3 clusters Score -3.716264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 270358 members 
Entering Unmasked Estep 
Score: -37162656.000000 Penalty: 6205.041992
	Iteration 70Q: 3 clusters Score -3.716266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 270359 members 
Entering Unmasked Estep 
Score: -37162636.000000 Penalty: 6205.041992
	Iteration 71Q: 3 clusters Score -3.716264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 270357 members 
Entering Unmasked Estep 
Score: -37162632.000000 Penalty: 6205.041992
	Iteration 72Q: 3 clusters Score -3.716263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 270357 members 
Entering Unmasked Estep 
Score: -37162632.000000 Penalty: 6205.041992
	Iteration 73F: 3 clusters Score -3.716263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (200137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200137 members 
Entering Unmasked Estep 
Score: -27980630.000000 Penalty: 3027.275879
	Iteration 0F: 2 clusters Score -2.798063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100220 members 
Mstep: Class 2 contains 99917 members 
Entering Unmasked Estep 
Score: -27860006.000000 Penalty: 6054.551758
	Iteration 0F: 3 clusters Score -2.786001e+07 nChanged 96422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101190 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
Score: -27916162.000000 Penalty: 6054.551758
	Iteration 1F: 3 clusters Score -2.791616e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102342 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -27917800.000000 Penalty: 6054.551758
	Iteration 2Q: 3 clusters Score -2.79178e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103725 members 
Mstep: Class 2 contains 96412 members 
Entering Unmasked Estep 
Score: -27919810.000000 Penalty: 6054.551758
	Iteration 3Q: 3 clusters Score -2.791981e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105405 members 
Mstep: Class 2 contains 94732 members 
Entering Unmasked Estep 
Score: -27922854.000000 Penalty: 6054.551758
	Iteration 4Q: 3 clusters Score -2.792285e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107261 members 
Mstep: Class 2 contains 92876 members 
Entering Unmasked Estep 
Score: -27926468.000000 Penalty: 6054.551758
	Iteration 5Q: 3 clusters Score -2.792647e+07 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109060 members 
Mstep: Class 2 contains 91077 members 
Entering Unmasked Estep 
Score: -27930826.000000 Penalty: 6054.551758
	Iteration 6Q: 3 clusters Score -2.793083e+07 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110762 members 
Mstep: Class 2 contains 89375 members 
Entering Unmasked Estep 
Score: -27935862.000000 Penalty: 6054.551758
	Iteration 7F: 3 clusters Score -2.793586e+07 nChanged 11127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111895 members 
Mstep: Class 2 contains 88242 members 
Entering Unmasked Estep 
Score: -27942544.000000 Penalty: 6054.551758
	Iteration 8F: 3 clusters Score -2.794254e+07 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112293 members 
Mstep: Class 2 contains 87844 members 
Entering Unmasked Estep 
Score: -27950668.000000 Penalty: 6054.551758
	Iteration 9F: 3 clusters Score -2.795067e+07 nChanged 11630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111893 members 
Mstep: Class 2 contains 88244 members 
Entering Unmasked Estep 
Score: -27957624.000000 Penalty: 6054.551758
	Iteration 10F: 3 clusters Score -2.795762e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111367 members 
Mstep: Class 2 contains 88770 members 
Entering Unmasked Estep 
Score: -27960782.000000 Penalty: 6054.551758
	Iteration 11Q: 3 clusters Score -2.796078e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111176 members 
Mstep: Class 2 contains 88961 members 
Entering Unmasked Estep 
Score: -27962070.000000 Penalty: 6054.551758
	Iteration 12Q: 3 clusters Score -2.796207e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111150 members 
Mstep: Class 2 contains 88987 members 
Entering Unmasked Estep 
Score: -27962728.000000 Penalty: 6054.551758
	Iteration 13Q: 3 clusters Score -2.796273e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111183 members 
Mstep: Class 2 contains 88954 members 
Entering Unmasked Estep 
Score: -27963116.000000 Penalty: 6054.551758
	Iteration 14Q: 3 clusters Score -2.796312e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111115 members 
Mstep: Class 2 contains 89022 members 
Entering Unmasked Estep 
Score: -27963428.000000 Penalty: 6054.551758
	Iteration 15Q: 3 clusters Score -2.796343e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110940 members 
Mstep: Class 2 contains 89197 members 
Entering Unmasked Estep 
Score: -27963646.000000 Penalty: 6054.551758
	Iteration 16Q: 3 clusters Score -2.796365e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110660 members 
Mstep: Class 2 contains 89477 members 
Entering Unmasked Estep 
Score: -27963888.000000 Penalty: 6054.551758
	Iteration 17Q: 3 clusters Score -2.796389e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110299 members 
Mstep: Class 2 contains 89838 members 
Entering Unmasked Estep 
Score: -27964222.000000 Penalty: 6054.551758
	Iteration 18Q: 3 clusters Score -2.796422e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109947 members 
Mstep: Class 2 contains 90190 members 
Entering Unmasked Estep 
Score: -27964426.000000 Penalty: 6054.551758
	Iteration 19Q: 3 clusters Score -2.796443e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109597 members 
Mstep: Class 2 contains 90540 members 
Entering Unmasked Estep 
Score: -27964860.000000 Penalty: 6054.551758
	Iteration 20F: 3 clusters Score -2.796486e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109276 members 
Mstep: Class 2 contains 90861 members 
Entering Unmasked Estep 
Score: -27965274.000000 Penalty: 6054.551758
	Iteration 21Q: 3 clusters Score -2.796527e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108871 members 
Mstep: Class 2 contains 91266 members 
Entering Unmasked Estep 
Score: -27965732.000000 Penalty: 6054.551758
	Iteration 22Q: 3 clusters Score -2.796573e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108459 members 
Mstep: Class 2 contains 91678 members 
Entering Unmasked Estep 
Score: -27966140.000000 Penalty: 6054.551758
	Iteration 23Q: 3 clusters Score -2.796614e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108000 members 
Mstep: Class 2 contains 92137 members 
Entering Unmasked Estep 
Score: -27966570.000000 Penalty: 6054.551758
	Iteration 24Q: 3 clusters Score -2.796657e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107562 members 
Mstep: Class 2 contains 92575 members 
Entering Unmasked Estep 
Score: -27966802.000000 Penalty: 6054.551758
	Iteration 25Q: 3 clusters Score -2.79668e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107048 members 
Mstep: Class 2 contains 93089 members 
Entering Unmasked Estep 
Score: -27967224.000000 Penalty: 6054.551758
	Iteration 26Q: 3 clusters Score -2.796722e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106522 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -27967702.000000 Penalty: 6054.551758
	Iteration 27Q: 3 clusters Score -2.79677e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106008 members 
Mstep: Class 2 contains 94129 members 
Entering Unmasked Estep 
Score: -27968060.000000 Penalty: 6054.551758
	Iteration 28Q: 3 clusters Score -2.796806e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105564 members 
Mstep: Class 2 contains 94573 members 
Entering Unmasked Estep 
Score: -27968324.000000 Penalty: 6054.551758
	Iteration 29Q: 3 clusters Score -2.796832e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105183 members 
Mstep: Class 2 contains 94954 members 
Entering Unmasked Estep 
Score: -27968564.000000 Penalty: 6054.551758
	Iteration 30Q: 3 clusters Score -2.796856e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104757 members 
Mstep: Class 2 contains 95380 members 
Entering Unmasked Estep 
Score: -27968872.000000 Penalty: 6054.551758
	Iteration 31Q: 3 clusters Score -2.796887e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104318 members 
Mstep: Class 2 contains 95819 members 
Entering Unmasked Estep 
Score: -27969058.000000 Penalty: 6054.551758
	Iteration 32Q: 3 clusters Score -2.796906e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103930 members 
Mstep: Class 2 contains 96207 members 
Entering Unmasked Estep 
Score: -27969286.000000 Penalty: 6054.551758
	Iteration 33Q: 3 clusters Score -2.796929e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103568 members 
Mstep: Class 2 contains 96569 members 
Entering Unmasked Estep 
Score: -27969546.000000 Penalty: 6054.551758
	Iteration 34Q: 3 clusters Score -2.796955e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103160 members 
Mstep: Class 2 contains 96977 members 
Entering Unmasked Estep 
Score: -27969780.000000 Penalty: 6054.551758
	Iteration 35Q: 3 clusters Score -2.796978e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102756 members 
Mstep: Class 2 contains 97381 members 
Entering Unmasked Estep 
Score: -27969952.000000 Penalty: 6054.551758
	Iteration 36Q: 3 clusters Score -2.796995e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102317 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -27970058.000000 Penalty: 6054.551758
	Iteration 37Q: 3 clusters Score -2.797006e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101912 members 
Mstep: Class 2 contains 98225 members 
Entering Unmasked Estep 
Score: -27970218.000000 Penalty: 6054.551758
	Iteration 38Q: 3 clusters Score -2.797022e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101513 members 
Mstep: Class 2 contains 98624 members 
Entering Unmasked Estep 
Score: -27970250.000000 Penalty: 6054.551758
	Iteration 39Q: 3 clusters Score -2.797025e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101073 members 
Mstep: Class 2 contains 99064 members 
Entering Unmasked Estep 
Score: -27970284.000000 Penalty: 6054.551758
	Iteration 40F: 3 clusters Score -2.797028e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100622 members 
Mstep: Class 2 contains 99515 members 
Entering Unmasked Estep 
Score: -27970486.000000 Penalty: 6054.551758
	Iteration 41Q: 3 clusters Score -2.797049e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100181 members 
Mstep: Class 2 contains 99956 members 
Entering Unmasked Estep 
Score: -27970542.000000 Penalty: 6054.551758
	Iteration 42Q: 3 clusters Score -2.797054e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99705 members 
Mstep: Class 2 contains 100432 members 
Entering Unmasked Estep 
Score: -27970590.000000 Penalty: 6054.551758
	Iteration 43Q: 3 clusters Score -2.797059e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99240 members 
Mstep: Class 2 contains 100897 members 
Entering Unmasked Estep 
Score: -27970632.000000 Penalty: 6054.551758
	Iteration 44Q: 3 clusters Score -2.797063e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98725 members 
Mstep: Class 2 contains 101412 members 
Entering Unmasked Estep 
Score: -27970668.000000 Penalty: 6054.551758
	Iteration 45Q: 3 clusters Score -2.797067e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98214 members 
Mstep: Class 2 contains 101923 members 
Entering Unmasked Estep 
Score: -27970740.000000 Penalty: 6054.551758
	Iteration 46Q: 3 clusters Score -2.797074e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97731 members 
Mstep: Class 2 contains 102406 members 
Entering Unmasked Estep 
Score: -27970766.000000 Penalty: 6054.551758
	Iteration 47Q: 3 clusters Score -2.797077e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97227 members 
Mstep: Class 2 contains 102910 members 
Entering Unmasked Estep 
Score: -27970840.000000 Penalty: 6054.551758
	Iteration 48Q: 3 clusters Score -2.797084e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96681 members 
Mstep: Class 2 contains 103456 members 
Entering Unmasked Estep 
Score: -27970994.000000 Penalty: 6054.551758
	Iteration 49Q: 3 clusters Score -2.797099e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96090 members 
Mstep: Class 2 contains 104047 members 
Entering Unmasked Estep 
Score: -27970938.000000 Penalty: 6054.551758
	Iteration 50Q: 3 clusters Score -2.797094e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95474 members 
Mstep: Class 2 contains 104663 members 
Entering Unmasked Estep 
Score: -27971012.000000 Penalty: 6054.551758
	Iteration 51Q: 3 clusters Score -2.797101e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94789 members 
Mstep: Class 2 contains 105348 members 
Entering Unmasked Estep 
Score: -27970972.000000 Penalty: 6054.551758
	Iteration 52Q: 3 clusters Score -2.797097e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94102 members 
Mstep: Class 2 contains 106035 members 
Entering Unmasked Estep 
Score: -27971006.000000 Penalty: 6054.551758
	Iteration 53Q: 3 clusters Score -2.797101e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93369 members 
Mstep: Class 2 contains 106768 members 
Entering Unmasked Estep 
Score: -27971032.000000 Penalty: 6054.551758
	Iteration 54Q: 3 clusters Score -2.797103e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92632 members 
Mstep: Class 2 contains 107505 members 
Entering Unmasked Estep 
Score: -27971016.000000 Penalty: 6054.551758
	Iteration 55Q: 3 clusters Score -2.797102e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91891 members 
Mstep: Class 2 contains 108246 members 
Entering Unmasked Estep 
Score: -27971124.000000 Penalty: 6054.551758
	Iteration 56Q: 3 clusters Score -2.797112e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91061 members 
Mstep: Class 2 contains 109076 members 
Entering Unmasked Estep 
Score: -27971234.000000 Penalty: 6054.551758
	Iteration 57Q: 3 clusters Score -2.797123e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90169 members 
Mstep: Class 2 contains 109968 members 
Entering Unmasked Estep 
Score: -27971204.000000 Penalty: 6054.551758
	Iteration 58Q: 3 clusters Score -2.79712e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89187 members 
Mstep: Class 2 contains 110950 members 
Entering Unmasked Estep 
Score: -27971302.000000 Penalty: 6054.551758
	Iteration 59Q: 3 clusters Score -2.79713e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88157 members 
Mstep: Class 2 contains 111980 members 
Entering Unmasked Estep 
Score: -27971344.000000 Penalty: 6054.551758
	Iteration 60F: 3 clusters Score -2.797134e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86998 members 
Mstep: Class 2 contains 113139 members 
Entering Unmasked Estep 
Score: -27971438.000000 Penalty: 6054.551758
	Iteration 61Q: 3 clusters Score -2.797144e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85758 members 
Mstep: Class 2 contains 114379 members 
Entering Unmasked Estep 
Score: -27971550.000000 Penalty: 6054.551758
	Iteration 62Q: 3 clusters Score -2.797155e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84486 members 
Mstep: Class 2 contains 115651 members 
Entering Unmasked Estep 
Score: -27971684.000000 Penalty: 6054.551758
	Iteration 63Q: 3 clusters Score -2.797168e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Mstep: Class 2 contains 117101 members 
Entering Unmasked Estep 
Score: -27971874.000000 Penalty: 6054.551758
	Iteration 64Q: 3 clusters Score -2.797187e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 118728 members 
Entering Unmasked Estep 
Score: -27972024.000000 Penalty: 6054.551758
	Iteration 65Q: 3 clusters Score -2.797202e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79618 members 
Mstep: Class 2 contains 120519 members 
Entering Unmasked Estep 
Score: -27972204.000000 Penalty: 6054.551758
	Iteration 66Q: 3 clusters Score -2.79722e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77747 members 
Mstep: Class 2 contains 122390 members 
Entering Unmasked Estep 
Score: -27972388.000000 Penalty: 6054.551758
	Iteration 67Q: 3 clusters Score -2.797239e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75682 members 
Mstep: Class 2 contains 124455 members 
Entering Unmasked Estep 
Score: -27972756.000000 Penalty: 6054.551758
	Iteration 68Q: 3 clusters Score -2.797276e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73402 members 
Mstep: Class 2 contains 126735 members 
Entering Unmasked Estep 
Score: -27973004.000000 Penalty: 6054.551758
	Iteration 69Q: 3 clusters Score -2.7973e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70941 members 
Mstep: Class 2 contains 129196 members 
Entering Unmasked Estep 
Score: -27973310.000000 Penalty: 6054.551758
	Iteration 70Q: 3 clusters Score -2.797331e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68334 members 
Mstep: Class 2 contains 131803 members 
Entering Unmasked Estep 
Score: -27973660.000000 Penalty: 6054.551758
	Iteration 71Q: 3 clusters Score -2.797366e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 134409 members 
Entering Unmasked Estep 
Score: -27974002.000000 Penalty: 6054.551758
	Iteration 72Q: 3 clusters Score -2.7974e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 137145 members 
Entering Unmasked Estep 
Score: -27974196.000000 Penalty: 6054.551758
	Iteration 73Q: 3 clusters Score -2.79742e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 140003 members 
Entering Unmasked Estep 
Score: -27974704.000000 Penalty: 6054.551758
	Iteration 74Q: 3 clusters Score -2.79747e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 142985 members 
Entering Unmasked Estep 
Score: -27975286.000000 Penalty: 6054.551758
	Iteration 75Q: 3 clusters Score -2.797529e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 146033 members 
Entering Unmasked Estep 
Score: -27975850.000000 Penalty: 6054.551758
	Iteration 76Q: 3 clusters Score -2.797585e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 149170 members 
Entering Unmasked Estep 
Score: -27976256.000000 Penalty: 6054.551758
	Iteration 77Q: 3 clusters Score -2.797626e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 152329 members 
Entering Unmasked Estep 
Score: -27977012.000000 Penalty: 6054.551758
	Iteration 78Q: 3 clusters Score -2.797701e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 155596 members 
Entering Unmasked Estep 
Score: -27977508.000000 Penalty: 6054.551758
	Iteration 79Q: 3 clusters Score -2.797751e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 158738 members 
Entering Unmasked Estep 
Score: -27978238.000000 Penalty: 6054.551758
	Iteration 80F: 3 clusters Score -2.797824e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 161857 members 
Entering Unmasked Estep 
Score: -27978890.000000 Penalty: 6054.551758
	Iteration 81Q: 3 clusters Score -2.797889e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 164954 members 
Entering Unmasked Estep 
Score: -27979558.000000 Penalty: 6054.551758
	Iteration 82Q: 3 clusters Score -2.797956e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 167984 members 
Entering Unmasked Estep 
Score: -27980202.000000 Penalty: 6054.551758
	Iteration 83Q: 3 clusters Score -2.79802e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 170873 members 
Entering Unmasked Estep 
Score: -27980606.000000 Penalty: 6054.551758
	Iteration 84Q: 3 clusters Score -2.798061e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 173566 members 
Entering Unmasked Estep 
Score: -27981064.000000 Penalty: 6054.551758
	Iteration 85Q: 3 clusters Score -2.798106e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 176061 members 
Entering Unmasked Estep 
Score: -27981672.000000 Penalty: 6054.551758
	Iteration 86Q: 3 clusters Score -2.798167e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 178374 members 
Entering Unmasked Estep 
Score: -27982006.000000 Penalty: 6054.551758
	Iteration 87Q: 3 clusters Score -2.798201e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 180419 members 
Entering Unmasked Estep 
Score: -27982414.000000 Penalty: 6054.551758
	Iteration 88Q: 3 clusters Score -2.798241e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 182325 members 
Entering Unmasked Estep 
Score: -27982638.000000 Penalty: 6054.551758
	Iteration 89Q: 3 clusters Score -2.798264e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 184022 members 
Entering Unmasked Estep 
Score: -27982802.000000 Penalty: 6054.551758
	Iteration 90Q: 3 clusters Score -2.79828e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 185521 members 
Entering Unmasked Estep 
Score: -27982908.000000 Penalty: 6054.551758
	Iteration 91Q: 3 clusters Score -2.798291e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 186863 members 
Entering Unmasked Estep 
Score: -27983040.000000 Penalty: 6054.551758
	Iteration 92Q: 3 clusters Score -2.798304e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 187995 members 
Entering Unmasked Estep 
Score: -27983068.000000 Penalty: 6054.551758
	Iteration 93Q: 3 clusters Score -2.798307e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 188994 members 
Entering Unmasked Estep 
Score: -27983096.000000 Penalty: 6054.551758
	Iteration 94Q: 3 clusters Score -2.79831e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 189832 members 
Entering Unmasked Estep 
Score: -27983108.000000 Penalty: 6054.551758
	Iteration 95Q: 3 clusters Score -2.798311e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 190536 members 
Entering Unmasked Estep 
Score: -27982974.000000 Penalty: 6054.551758
	Iteration 96Q: 3 clusters Score -2.798297e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 191099 members 
Entering Unmasked Estep 
Score: -27983012.000000 Penalty: 6054.551758
	Iteration 97Q: 3 clusters Score -2.798301e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 191591 members 
Entering Unmasked Estep 
Score: -27982974.000000 Penalty: 6054.551758
	Iteration 98Q: 3 clusters Score -2.798297e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 192018 members 
Entering Unmasked Estep 
Score: -27982968.000000 Penalty: 6054.551758
	Iteration 99Q: 3 clusters Score -2.798297e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 192381 members 
Entering Unmasked Estep 
Score: -27982960.000000 Penalty: 6054.551758
	Iteration 100F: 3 clusters Score -2.798296e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 192708 members 
Entering Unmasked Estep 
Score: -27982924.000000 Penalty: 6054.551758
	Iteration 101Q: 3 clusters Score -2.798292e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 193006 members 
Entering Unmasked Estep 
Score: -27982918.000000 Penalty: 6054.551758
	Iteration 102Q: 3 clusters Score -2.798292e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 193226 members 
Entering Unmasked Estep 
Score: -27982906.000000 Penalty: 6054.551758
	Iteration 103Q: 3 clusters Score -2.798291e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 193426 members 
Entering Unmasked Estep 
Score: -27982944.000000 Penalty: 6054.551758
	Iteration 104Q: 3 clusters Score -2.798294e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 193601 members 
Entering Unmasked Estep 
Score: -27982908.000000 Penalty: 6054.551758
	Iteration 105Q: 3 clusters Score -2.798291e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 193726 members 
Entering Unmasked Estep 
Score: -27982860.000000 Penalty: 6054.551758
	Iteration 106Q: 3 clusters Score -2.798286e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 193843 members 
Entering Unmasked Estep 
Score: -27982830.000000 Penalty: 6054.551758
	Iteration 107Q: 3 clusters Score -2.798283e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 193931 members 
Entering Unmasked Estep 
Score: -27982842.000000 Penalty: 6054.551758
	Iteration 108Q: 3 clusters Score -2.798284e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 194019 members 
Entering Unmasked Estep 
Score: -27982868.000000 Penalty: 6054.551758
	Iteration 109Q: 3 clusters Score -2.798287e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 194087 members 
Entering Unmasked Estep 
Score: -27982854.000000 Penalty: 6054.551758
	Iteration 110Q: 3 clusters Score -2.798285e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 194143 members 
Entering Unmasked Estep 
Score: -27982838.000000 Penalty: 6054.551758
	Iteration 111Q: 3 clusters Score -2.798284e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 194197 members 
Entering Unmasked Estep 
Score: -27982826.000000 Penalty: 6054.551758
	Iteration 112Q: 3 clusters Score -2.798283e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 194244 members 
Entering Unmasked Estep 
Score: -27982830.000000 Penalty: 6054.551758
	Iteration 113Q: 3 clusters Score -2.798283e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 194286 members 
Entering Unmasked Estep 
Score: -27982842.000000 Penalty: 6054.551758
	Iteration 114Q: 3 clusters Score -2.798284e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 194321 members 
Entering Unmasked Estep 
Score: -27982838.000000 Penalty: 6054.551758
	Iteration 115Q: 3 clusters Score -2.798284e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 194351 members 
Entering Unmasked Estep 
Score: -27982830.000000 Penalty: 6054.551758
	Iteration 116Q: 3 clusters Score -2.798283e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 194377 members 
Entering Unmasked Estep 
Score: -27982830.000000 Penalty: 6054.551758
	Iteration 117Q: 3 clusters Score -2.798283e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 194410 members 
Entering Unmasked Estep 
Score: -27982822.000000 Penalty: 6054.551758
	Iteration 118Q: 3 clusters Score -2.798282e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 194442 members 
Entering Unmasked Estep 
Score: -27982794.000000 Penalty: 6054.551758
	Iteration 119Q: 3 clusters Score -2.798279e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 194469 members 
Entering Unmasked Estep 
Score: -27982780.000000 Penalty: 6054.551758
	Iteration 120F: 3 clusters Score -2.798278e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 194495 members 
Entering Unmasked Estep 
Score: -27982786.000000 Penalty: 6054.551758
	Iteration 121Q: 3 clusters Score -2.798279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 194512 members 
Entering Unmasked Estep 
Score: -27982770.000000 Penalty: 6054.551758
	Iteration 122Q: 3 clusters Score -2.798277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 194530 members 
Entering Unmasked Estep 
Score: -27982752.000000 Penalty: 6054.551758
	Iteration 123Q: 3 clusters Score -2.798275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 194542 members 
Entering Unmasked Estep 
Score: -27982750.000000 Penalty: 6054.551758
	Iteration 124Q: 3 clusters Score -2.798275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 194557 members 
Entering Unmasked Estep 
Score: -27982768.000000 Penalty: 6054.551758
	Iteration 125Q: 3 clusters Score -2.798277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 194571 members 
Entering Unmasked Estep 
Score: -27982766.000000 Penalty: 6054.551758
	Iteration 126Q: 3 clusters Score -2.798277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 194585 members 
Entering Unmasked Estep 
Score: -27982758.000000 Penalty: 6054.551758
	Iteration 127Q: 3 clusters Score -2.798276e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 194597 members 
Entering Unmasked Estep 
Score: -27982768.000000 Penalty: 6054.551758
	Iteration 128Q: 3 clusters Score -2.798277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 194605 members 
Entering Unmasked Estep 
Score: -27982764.000000 Penalty: 6054.551758
	Iteration 129Q: 3 clusters Score -2.798276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 194616 members 
Entering Unmasked Estep 
Score: -27982778.000000 Penalty: 6054.551758
	Iteration 130Q: 3 clusters Score -2.798278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 194624 members 
Entering Unmasked Estep 
Score: -27982770.000000 Penalty: 6054.551758
	Iteration 131Q: 3 clusters Score -2.798277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 194626 members 
Entering Unmasked Estep 
Score: -27982762.000000 Penalty: 6054.551758
	Iteration 132Q: 3 clusters Score -2.798276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 194628 members 
Entering Unmasked Estep 
Score: -27982764.000000 Penalty: 6054.551758
	Iteration 133Q: 3 clusters Score -2.798276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 194632 members 
Entering Unmasked Estep 
Score: -27982762.000000 Penalty: 6054.551758
	Iteration 134Q: 3 clusters Score -2.798276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 194632 members 
Entering Unmasked Estep 
Score: -27982762.000000 Penalty: 6054.551758
	Iteration 135F: 3 clusters Score -2.798276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2570 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 227400 members 
Mstep: Class 5 contains 1984 members 
Mstep: Class 6 contains 194632 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25745 members 
Mstep: Class 10 contains 7536 members 
Mstep: Class 11 contains 39767 members 
Mstep: Class 13 contains 121932 members 
Mstep: Class 14 contains 271079 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 14612 members 
Mstep: Class 17 contains 4226 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 7960 members 
Mstep: Class 20 contains 13121 members 
Mstep: Class 21 contains 4698 members 
Mstep: Class 22 contains 38116 members 
Mstep: Class 24 contains 1416 members 
Entering Unmasked Estep 
Score: -135809648.000000 Penalty: 71936.695312
Splitting cluster 15 changes total score from -135806848.000000 to -135809648.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 16 (14612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Entering Unmasked Estep 
Score: -2052930.500000 Penalty: 2378.220459
	Iteration 0F: 2 clusters Score -2052930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2042390.375000 Penalty: 4756.440918
	Iteration 0F: 3 clusters Score -2042390 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2045708.375000 Penalty: 4756.440918
	Iteration 1F: 3 clusters Score -2045708 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2046026.875000 Penalty: 4756.440918
	Iteration 2F: 3 clusters Score -2046027 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2046316.250000 Penalty: 4756.440918
	Iteration 3Q: 3 clusters Score -2046316 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2046588.000000 Penalty: 4756.440918
	Iteration 4Q: 3 clusters Score -2046588 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2046893.875000 Penalty: 4756.440918
	Iteration 5Q: 3 clusters Score -2046894 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2047286.375000 Penalty: 4756.440918
	Iteration 6Q: 3 clusters Score -2047286 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2047807.750000 Penalty: 4756.440918
	Iteration 7F: 3 clusters Score -2047808 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2048398.250000 Penalty: 4756.440918
	Iteration 8F: 3 clusters Score -2048398 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2049047.500000 Penalty: 4756.440918
	Iteration 9F: 3 clusters Score -2049048 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2049647.250000 Penalty: 4756.440918
	Iteration 10Q: 3 clusters Score -2049647 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2050081.125000 Penalty: 4756.440918
	Iteration 11Q: 3 clusters Score -2050081 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2050357.875000 Penalty: 4756.440918
	Iteration 12Q: 3 clusters Score -2050358 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2050514.375000 Penalty: 4756.440918
	Iteration 13Q: 3 clusters Score -2050514 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2050590.125000 Penalty: 4756.440918
	Iteration 14Q: 3 clusters Score -2050590 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2050648.750000 Penalty: 4756.440918
	Iteration 15Q: 3 clusters Score -2050649 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2050683.875000 Penalty: 4756.440918
	Iteration 16Q: 3 clusters Score -2050684 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2050718.125000 Penalty: 4756.440918
	Iteration 17Q: 3 clusters Score -2050718 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2050738.125000 Penalty: 4756.440918
	Iteration 18Q: 3 clusters Score -2050738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2050755.375000 Penalty: 4756.440918
	Iteration 19Q: 3 clusters Score -2050755 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2050772.625000 Penalty: 4756.440918
	Iteration 20F: 3 clusters Score -2050773 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2050797.375000 Penalty: 4756.440918
	Iteration 21Q: 3 clusters Score -2050797 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2050807.125000 Penalty: 4756.440918
	Iteration 22Q: 3 clusters Score -2050807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2050831.125000 Penalty: 4756.440918
	Iteration 23Q: 3 clusters Score -2050831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2050844.750000 Penalty: 4756.440918
	Iteration 24Q: 3 clusters Score -2050845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2050851.750000 Penalty: 4756.440918
	Iteration 25Q: 3 clusters Score -2050852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2050859.250000 Penalty: 4756.440918
	Iteration 26Q: 3 clusters Score -2050859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2050863.875000 Penalty: 4756.440918
	Iteration 27Q: 3 clusters Score -2050864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2050861.875000 Penalty: 4756.440918
	Iteration 28Q: 3 clusters Score -2050862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2050867.500000 Penalty: 4756.440918
	Iteration 29Q: 3 clusters Score -2050868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2050870.375000 Penalty: 4756.440918
	Iteration 30Q: 3 clusters Score -2050870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2050871.000000 Penalty: 4756.440918
	Iteration 31Q: 3 clusters Score -2050871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2050875.250000 Penalty: 4756.440918
	Iteration 32Q: 3 clusters Score -2050875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2050876.250000 Penalty: 4756.440918
	Iteration 33Q: 3 clusters Score -2050876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2050876.375000 Penalty: 4756.440918
	Iteration 34Q: 3 clusters Score -2050876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2050877.375000 Penalty: 4756.440918
	Iteration 35Q: 3 clusters Score -2050877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2050880.000000 Penalty: 4756.440918
	Iteration 36Q: 3 clusters Score -2050880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2050881.750000 Penalty: 4756.440918
	Iteration 37Q: 3 clusters Score -2050882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2050883.250000 Penalty: 4756.440918
	Iteration 38Q: 3 clusters Score -2050883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2050887.000000 Penalty: 4756.440918
	Iteration 39Q: 3 clusters Score -2050887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2050885.750000 Penalty: 4756.440918
	Iteration 40F: 3 clusters Score -2050886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2050885.750000 Penalty: 4756.440918
	Iteration 41Q: 3 clusters Score -2050886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2050888.250000 Penalty: 4756.440918
	Iteration 42Q: 3 clusters Score -2050888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2050887.750000 Penalty: 4756.440918
	Iteration 43Q: 3 clusters Score -2050888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2050887.125000 Penalty: 4756.440918
	Iteration 44Q: 3 clusters Score -2050887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2050885.875000 Penalty: 4756.440918
	Iteration 45Q: 3 clusters Score -2050886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2050885.875000 Penalty: 4756.440918
	Iteration 46F: 3 clusters Score -2050886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -539962.937500 Penalty: 2070.554932
	Iteration 0F: 2 clusters Score -539962.9 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 2127 members 
Entering Unmasked Estep 
Score: -536006.187500 Penalty: 4141.109863
	Iteration 0F: 3 clusters Score -536006.2 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -537148.062500 Penalty: 4141.109863
	Iteration 1F: 3 clusters Score -537148.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -537853.250000 Penalty: 4141.109863
	Iteration 2F: 3 clusters Score -537853.2 nChanged 422
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: -539108.437500 Penalty: 4141.109863
	Iteration 3F: 3 clusters Score -539108.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -540081.625000 Penalty: 4141.109863
	Iteration 4F: 3 clusters Score -540081.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -540442.187500 Penalty: 4141.109863
	Iteration 5F: 3 clusters Score -540442.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -540575.562500 Penalty: 4141.109863
	Iteration 6Q: 3 clusters Score -540575.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -540635.375000 Penalty: 4141.109863
	Iteration 7Q: 3 clusters Score -540635.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -540671.750000 Penalty: 4141.109863
	Iteration 8Q: 3 clusters Score -540671.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -540690.187500 Penalty: 4141.109863
	Iteration 9Q: 3 clusters Score -540690.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -540706.812500 Penalty: 4141.109863
	Iteration 10Q: 3 clusters Score -540706.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -540718.875000 Penalty: 4141.109863
	Iteration 11Q: 3 clusters Score -540718.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -540730.750000 Penalty: 4141.109863
	Iteration 12Q: 3 clusters Score -540730.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -540741.062500 Penalty: 4141.109863
	Iteration 13Q: 3 clusters Score -540741.1 nChanged 27
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: -540749.937500 Penalty: 4141.109863
	Iteration 14Q: 3 clusters Score -540749.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -540758.500000 Penalty: 4141.109863
	Iteration 15Q: 3 clusters Score -540758.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -540767.125000 Penalty: 4141.109863
	Iteration 16Q: 3 clusters Score -540767.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -540777.687500 Penalty: 4141.109863
	Iteration 17Q: 3 clusters Score -540777.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -540785.062500 Penalty: 4141.109863
	Iteration 18Q: 3 clusters Score -540785.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -540794.562500 Penalty: 4141.109863
	Iteration 19Q: 3 clusters Score -540794.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -540803.375000 Penalty: 4141.109863
	Iteration 20F: 3 clusters Score -540803.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -540816.125000 Penalty: 4141.109863
	Iteration 21Q: 3 clusters Score -540816.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -540827.562500 Penalty: 4141.109863
	Iteration 22Q: 3 clusters Score -540827.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -540839.250000 Penalty: 4141.109863
	Iteration 23Q: 3 clusters Score -540839.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -540849.937500 Penalty: 4141.109863
	Iteration 24Q: 3 clusters Score -540849.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -540863.500000 Penalty: 4141.109863
	Iteration 25Q: 3 clusters Score -540863.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -540874.437500 Penalty: 4141.109863
	Iteration 26Q: 3 clusters Score -540874.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -540883.875000 Penalty: 4141.109863
	Iteration 27Q: 3 clusters Score -540883.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -540892.125000 Penalty: 4141.109863
	Iteration 28Q: 3 clusters Score -540892.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -540899.812500 Penalty: 4141.109863
	Iteration 29Q: 3 clusters Score -540899.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -540909.375000 Penalty: 4141.109863
	Iteration 30Q: 3 clusters Score -540909.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -540917.375000 Penalty: 4141.109863
	Iteration 31Q: 3 clusters Score -540917.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -540925.125000 Penalty: 4141.109863
	Iteration 32Q: 3 clusters Score -540925.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -540929.687500 Penalty: 4141.109863
	Iteration 33Q: 3 clusters Score -540929.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -540935.000000 Penalty: 4141.109863
	Iteration 34Q: 3 clusters Score -540935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -540940.812500 Penalty: 4141.109863
	Iteration 35Q: 3 clusters Score -540940.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -540945.875000 Penalty: 4141.109863
	Iteration 36Q: 3 clusters Score -540945.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -540950.562500 Penalty: 4141.109863
	Iteration 37Q: 3 clusters Score -540950.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -540952.500000 Penalty: 4141.109863
	Iteration 38Q: 3 clusters Score -540952.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -540954.437500 Penalty: 4141.109863
	Iteration 39Q: 3 clusters Score -540954.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -540956.375000 Penalty: 4141.109863
	Iteration 40F: 3 clusters Score -540956.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -540957.812500 Penalty: 4141.109863
	Iteration 41Q: 3 clusters Score -540957.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -540961.750000 Penalty: 4141.109863
	Iteration 42Q: 3 clusters Score -540961.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -540965.625000 Penalty: 4141.109863
	Iteration 43Q: 3 clusters Score -540965.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -540971.062500 Penalty: 4141.109863
	Iteration 44Q: 3 clusters Score -540971.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -540974.812500 Penalty: 4141.109863
	Iteration 45Q: 3 clusters Score -540974.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -540978.187500 Penalty: 4141.109863
	Iteration 46Q: 3 clusters Score -540978.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -540979.687500 Penalty: 4141.109863
	Iteration 47Q: 3 clusters Score -540979.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -540982.812500 Penalty: 4141.109863
	Iteration 48Q: 3 clusters Score -540982.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -540983.937500 Penalty: 4141.109863
	Iteration 49Q: 3 clusters Score -540983.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -540986.687500 Penalty: 4141.109863
	Iteration 50Q: 3 clusters Score -540986.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -540988.937500 Penalty: 4141.109863
	Iteration 51Q: 3 clusters Score -540988.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -540991.750000 Penalty: 4141.109863
	Iteration 52Q: 3 clusters Score -540991.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -540993.437500 Penalty: 4141.109863
	Iteration 53Q: 3 clusters Score -540993.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -540995.937500 Penalty: 4141.109863
	Iteration 54Q: 3 clusters Score -540995.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -540996.875000 Penalty: 4141.109863
	Iteration 55Q: 3 clusters Score -540996.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -540998.625000 Penalty: 4141.109863
	Iteration 56Q: 3 clusters Score -540998.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -540999.875000 Penalty: 4141.109863
	Iteration 57Q: 3 clusters Score -540999.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -541000.000000 Penalty: 4141.109863
	Iteration 58Q: 3 clusters Score -541000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -541001.312500 Penalty: 4141.109863
	Iteration 59Q: 3 clusters Score -541001.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -541002.250000 Penalty: 4141.109863
	Iteration 60F: 3 clusters Score -541002.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -541002.937500 Penalty: 4141.109863
	Iteration 61Q: 3 clusters Score -541002.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -541004.000000 Penalty: 4141.109863
	Iteration 62Q: 3 clusters Score -541004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -541004.000000 Penalty: 4141.109863
	Iteration 63F: 3 clusters Score -541004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2570 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 227400 members 
Mstep: Class 5 contains 1984 members 
Mstep: Class 6 contains 194632 members 
Mstep: Class 7 contains 1524 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25745 members 
Mstep: Class 10 contains 7536 members 
Mstep: Class 11 contains 39767 members 
Mstep: Class 13 contains 121932 members 
Mstep: Class 14 contains 271079 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 14612 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 7960 members 
Mstep: Class 20 contains 13121 members 
Mstep: Class 21 contains 4698 members 
Mstep: Class 22 contains 38116 members 
Mstep: Class 24 contains 1416 members 
Entering Unmasked Estep 
Score: -135808976.000000 Penalty: 75362.250000
Splitting cluster 17 changes total score from -135806848.000000 to -135808976.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 18 (1518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Entering Unmasked Estep 
Score: -191238.390625 Penalty: 1816.636963
	Iteration 0F: 2 clusters Score -191238.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -189073.453125 Penalty: 3633.273926
	Iteration 0F: 3 clusters Score -189073.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -189914.343750 Penalty: 3633.273926
	Iteration 1F: 3 clusters Score -189914.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -190668.953125 Penalty: 3633.273926
	Iteration 2F: 3 clusters Score -190669 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -191537.187500 Penalty: 3633.273926
	Iteration 3F: 3 clusters Score -191537.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -192036.500000 Penalty: 3633.273926
	Iteration 4F: 3 clusters Score -192036.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -192331.609375 Penalty: 3633.273926
	Iteration 5F: 3 clusters Score -192331.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -192716.718750 Penalty: 3633.273926
	Iteration 6Q: 3 clusters Score -192716.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -193064.296875 Penalty: 3633.273926
	Iteration 7Q: 3 clusters Score -193064.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -193123.250000 Penalty: 3633.273926
	Iteration 8Q: 3 clusters Score -193123.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -193150.812500 Penalty: 3633.273926
	Iteration 9Q: 3 clusters Score -193150.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -193162.578125 Penalty: 3633.273926
	Iteration 10Q: 3 clusters Score -193162.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -193163.250000 Penalty: 3633.273926
	Iteration 11Q: 3 clusters Score -193163.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -193163.250000 Penalty: 3633.273926
	Iteration 12F: 3 clusters Score -193163.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2570 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 227400 members 
Mstep: Class 5 contains 1984 members 
Mstep: Class 6 contains 194632 members 
Mstep: Class 7 contains 1524 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25745 members 
Mstep: Class 10 contains 7536 members 
Mstep: Class 11 contains 39767 members 
Mstep: Class 12 contains 964 members 
Mstep: Class 13 contains 121932 members 
Mstep: Class 14 contains 271079 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 14612 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 554 members 
Mstep: Class 19 contains 7960 members 
Mstep: Class 20 contains 13121 members 
Mstep: Class 21 contains 4698 members 
Mstep: Class 22 contains 38116 members 
Mstep: Class 24 contains 1416 members 
Entering Unmasked Estep 
Score: -135809136.000000 Penalty: 78787.804688
Splitting cluster 18 changes total score from -135806848.000000 to -135809136.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 19 (7960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Entering Unmasked Estep 
Score: -1083374.250000 Penalty: 2227.581787
	Iteration 0F: 2 clusters Score -1083374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1076980.000000 Penalty: 4455.163574
	Iteration 0F: 3 clusters Score -1076980 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1078731.250000 Penalty: 4455.163574
	Iteration 1F: 3 clusters Score -1078731 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1079012.500000 Penalty: 4455.163574
	Iteration 2F: 3 clusters Score -1079012 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1079198.750000 Penalty: 4455.163574
	Iteration 3F: 3 clusters Score -1079199 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1079330.875000 Penalty: 4455.163574
	Iteration 4Q: 3 clusters Score -1079331 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1079437.875000 Penalty: 4455.163574
	Iteration 5Q: 3 clusters Score -1079438 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1079520.125000 Penalty: 4455.163574
	Iteration 6Q: 3 clusters Score -1079520 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1079594.875000 Penalty: 4455.163574
	Iteration 7Q: 3 clusters Score -1079595 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1079660.500000 Penalty: 4455.163574
	Iteration 8Q: 3 clusters Score -1079660 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1079721.750000 Penalty: 4455.163574
	Iteration 9Q: 3 clusters Score -1079722 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1079774.375000 Penalty: 4455.163574
	Iteration 10Q: 3 clusters Score -1079774 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1079816.625000 Penalty: 4455.163574
	Iteration 11Q: 3 clusters Score -1079817 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1079865.375000 Penalty: 4455.163574
	Iteration 12Q: 3 clusters Score -1079865 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1079916.750000 Penalty: 4455.163574
	Iteration 13Q: 3 clusters Score -1079917 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1079968.375000 Penalty: 4455.163574
	Iteration 14Q: 3 clusters Score -1079968 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1080028.000000 Penalty: 4455.163574
	Iteration 15Q: 3 clusters Score -1080028 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1080086.750000 Penalty: 4455.163574
	Iteration 16Q: 3 clusters Score -1080087 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1080146.875000 Penalty: 4455.163574
	Iteration 17Q: 3 clusters Score -1080147 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1080209.750000 Penalty: 4455.163574
	Iteration 18Q: 3 clusters Score -1080210 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1080277.625000 Penalty: 4455.163574
	Iteration 19Q: 3 clusters Score -1080278 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1080354.250000 Penalty: 4455.163574
	Iteration 20F: 3 clusters Score -1080354 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1080436.125000 Penalty: 4455.163574
	Iteration 21Q: 3 clusters Score -1080436 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1080516.750000 Penalty: 4455.163574
	Iteration 22Q: 3 clusters Score -1080517 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1080596.125000 Penalty: 4455.163574
	Iteration 23Q: 3 clusters Score -1080596 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1080658.375000 Penalty: 4455.163574
	Iteration 24Q: 3 clusters Score -1080658 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1080707.875000 Penalty: 4455.163574
	Iteration 25Q: 3 clusters Score -1080708 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1080754.750000 Penalty: 4455.163574
	Iteration 26Q: 3 clusters Score -1080755 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1080801.875000 Penalty: 4455.163574
	Iteration 27Q: 3 clusters Score -1080802 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1080860.000000 Penalty: 4455.163574
	Iteration 28Q: 3 clusters Score -1080860 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1080916.375000 Penalty: 4455.163574
	Iteration 29Q: 3 clusters Score -1080916 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1080963.000000 Penalty: 4455.163574
	Iteration 30Q: 3 clusters Score -1080963 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1081009.000000 Penalty: 4455.163574
	Iteration 31Q: 3 clusters Score -1081009 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1081054.625000 Penalty: 4455.163574
	Iteration 32Q: 3 clusters Score -1081055 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1081091.625000 Penalty: 4455.163574
	Iteration 33Q: 3 clusters Score -1081092 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1081127.250000 Penalty: 4455.163574
	Iteration 34Q: 3 clusters Score -1081127 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1081154.375000 Penalty: 4455.163574
	Iteration 35Q: 3 clusters Score -1081154 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1081173.875000 Penalty: 4455.163574
	Iteration 36Q: 3 clusters Score -1081174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1081199.875000 Penalty: 4455.163574
	Iteration 37Q: 3 clusters Score -1081200 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1081226.500000 Penalty: 4455.163574
	Iteration 38Q: 3 clusters Score -1081226 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1081258.000000 Penalty: 4455.163574
	Iteration 39Q: 3 clusters Score -1081258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1081290.750000 Penalty: 4455.163574
	Iteration 40F: 3 clusters Score -1081291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1081314.250000 Penalty: 4455.163574
	Iteration 41Q: 3 clusters Score -1081314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1081326.750000 Penalty: 4455.163574
	Iteration 42Q: 3 clusters Score -1081327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1081339.000000 Penalty: 4455.163574
	Iteration 43Q: 3 clusters Score -1081339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1081348.250000 Penalty: 4455.163574
	Iteration 44Q: 3 clusters Score -1081348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1081363.125000 Penalty: 4455.163574
	Iteration 45Q: 3 clusters Score -1081363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1081371.125000 Penalty: 4455.163574
	Iteration 46Q: 3 clusters Score -1081371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1081381.625000 Penalty: 4455.163574
	Iteration 47Q: 3 clusters Score -1081382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1081388.375000 Penalty: 4455.163574
	Iteration 48Q: 3 clusters Score -1081388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1081398.500000 Penalty: 4455.163574
	Iteration 49Q: 3 clusters Score -1081398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1081406.375000 Penalty: 4455.163574
	Iteration 50Q: 3 clusters Score -1081406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1081419.125000 Penalty: 4455.163574
	Iteration 51Q: 3 clusters Score -1081419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1081432.250000 Penalty: 4455.163574
	Iteration 52Q: 3 clusters Score -1081432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1081445.750000 Penalty: 4455.163574
	Iteration 53Q: 3 clusters Score -1081446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1081460.625000 Penalty: 4455.163574
	Iteration 54Q: 3 clusters Score -1081461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1081478.125000 Penalty: 4455.163574
	Iteration 55Q: 3 clusters Score -1081478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1081486.500000 Penalty: 4455.163574
	Iteration 56Q: 3 clusters Score -1081486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1081492.000000 Penalty: 4455.163574
	Iteration 57Q: 3 clusters Score -1081492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1081495.750000 Penalty: 4455.163574
	Iteration 58Q: 3 clusters Score -1081496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1081500.250000 Penalty: 4455.163574
	Iteration 59Q: 3 clusters Score -1081500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1081505.500000 Penalty: 4455.163574
	Iteration 60F: 3 clusters Score -1081506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1081504.375000 Penalty: 4455.163574
	Iteration 61Q: 3 clusters Score -1081504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1081505.375000 Penalty: 4455.163574
	Iteration 62Q: 3 clusters Score -1081505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1081506.250000 Penalty: 4455.163574
	Iteration 63Q: 3 clusters Score -1081506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1081505.875000 Penalty: 4455.163574
	Iteration 64Q: 3 clusters Score -1081506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1081508.875000 Penalty: 4455.163574
	Iteration 65Q: 3 clusters Score -1081509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1081511.500000 Penalty: 4455.163574
	Iteration 66Q: 3 clusters Score -1081512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1081513.375000 Penalty: 4455.163574
	Iteration 67Q: 3 clusters Score -1081513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1081513.250000 Penalty: 4455.163574
	Iteration 68Q: 3 clusters Score -1081513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1081513.750000 Penalty: 4455.163574
	Iteration 69Q: 3 clusters Score -1081514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1081513.750000 Penalty: 4455.163574
	Iteration 70F: 3 clusters Score -1081514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Entering Unmasked Estep 
Score: -1831829.125000 Penalty: 2351.528320
	Iteration 0F: 2 clusters Score -1831829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1822141.500000 Penalty: 4703.056641
	Iteration 0F: 3 clusters Score -1822142 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1825215.000000 Penalty: 4703.056641
	Iteration 1F: 3 clusters Score -1825215 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1825521.500000 Penalty: 4703.056641
	Iteration 2F: 3 clusters Score -1825522 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1825728.125000 Penalty: 4703.056641
	Iteration 3Q: 3 clusters Score -1825728 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1825884.125000 Penalty: 4703.056641
	Iteration 4Q: 3 clusters Score -1825884 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1826002.125000 Penalty: 4703.056641
	Iteration 5Q: 3 clusters Score -1826002 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1826124.000000 Penalty: 4703.056641
	Iteration 6Q: 3 clusters Score -1826124 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1826226.250000 Penalty: 4703.056641
	Iteration 7Q: 3 clusters Score -1826226 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1826316.125000 Penalty: 4703.056641
	Iteration 8Q: 3 clusters Score -1826316 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1826427.000000 Penalty: 4703.056641
	Iteration 9Q: 3 clusters Score -1826427 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1826591.250000 Penalty: 4703.056641
	Iteration 10Q: 3 clusters Score -1826591 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1826783.000000 Penalty: 4703.056641
	Iteration 11Q: 3 clusters Score -1826783 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1827018.500000 Penalty: 4703.056641
	Iteration 12Q: 3 clusters Score -1827018 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1827313.500000 Penalty: 4703.056641
	Iteration 13Q: 3 clusters Score -1827314 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1827627.000000 Penalty: 4703.056641
	Iteration 14Q: 3 clusters Score -1827627 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1827927.125000 Penalty: 4703.056641
	Iteration 15Q: 3 clusters Score -1827927 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1828193.250000 Penalty: 4703.056641
	Iteration 16Q: 3 clusters Score -1828193 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1828449.625000 Penalty: 4703.056641
	Iteration 17Q: 3 clusters Score -1828450 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1828659.000000 Penalty: 4703.056641
	Iteration 18Q: 3 clusters Score -1828659 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1828806.875000 Penalty: 4703.056641
	Iteration 19Q: 3 clusters Score -1828807 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1828922.125000 Penalty: 4703.056641
	Iteration 20F: 3 clusters Score -1828922 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1829025.375000 Penalty: 4703.056641
	Iteration 21Q: 3 clusters Score -1829025 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1829118.500000 Penalty: 4703.056641
	Iteration 22Q: 3 clusters Score -1829118 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1829201.875000 Penalty: 4703.056641
	Iteration 23Q: 3 clusters Score -1829202 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1829260.625000 Penalty: 4703.056641
	Iteration 24Q: 3 clusters Score -1829261 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1829304.250000 Penalty: 4703.056641
	Iteration 25Q: 3 clusters Score -1829304 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1829354.000000 Penalty: 4703.056641
	Iteration 26Q: 3 clusters Score -1829354 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1829405.125000 Penalty: 4703.056641
	Iteration 27Q: 3 clusters Score -1829405 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1829441.500000 Penalty: 4703.056641
	Iteration 28Q: 3 clusters Score -1829442 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1829481.250000 Penalty: 4703.056641
	Iteration 29Q: 3 clusters Score -1829481 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1829514.625000 Penalty: 4703.056641
	Iteration 30Q: 3 clusters Score -1829515 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1829546.125000 Penalty: 4703.056641
	Iteration 31Q: 3 clusters Score -1829546 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1829577.750000 Penalty: 4703.056641
	Iteration 32Q: 3 clusters Score -1829578 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1829603.125000 Penalty: 4703.056641
	Iteration 33Q: 3 clusters Score -1829603 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1829623.750000 Penalty: 4703.056641
	Iteration 34Q: 3 clusters Score -1829624 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1829652.375000 Penalty: 4703.056641
	Iteration 35Q: 3 clusters Score -1829652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1829671.625000 Penalty: 4703.056641
	Iteration 36Q: 3 clusters Score -1829672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1829683.625000 Penalty: 4703.056641
	Iteration 37Q: 3 clusters Score -1829684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1829694.500000 Penalty: 4703.056641
	Iteration 38Q: 3 clusters Score -1829694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1829707.250000 Penalty: 4703.056641
	Iteration 39Q: 3 clusters Score -1829707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1829714.250000 Penalty: 4703.056641
	Iteration 40F: 3 clusters Score -1829714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1829722.125000 Penalty: 4703.056641
	Iteration 41Q: 3 clusters Score -1829722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1829732.000000 Penalty: 4703.056641
	Iteration 42Q: 3 clusters Score -1829732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1829738.250000 Penalty: 4703.056641
	Iteration 43Q: 3 clusters Score -1829738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1829741.000000 Penalty: 4703.056641
	Iteration 44Q: 3 clusters Score -1829741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1829750.875000 Penalty: 4703.056641
	Iteration 45Q: 3 clusters Score -1829751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1829758.875000 Penalty: 4703.056641
	Iteration 46Q: 3 clusters Score -1829759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1829763.750000 Penalty: 4703.056641
	Iteration 47Q: 3 clusters Score -1829764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1829768.250000 Penalty: 4703.056641
	Iteration 48Q: 3 clusters Score -1829768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1829774.500000 Penalty: 4703.056641
	Iteration 49Q: 3 clusters Score -1829774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1829781.625000 Penalty: 4703.056641
	Iteration 50Q: 3 clusters Score -1829782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1829792.375000 Penalty: 4703.056641
	Iteration 51Q: 3 clusters Score -1829792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1829793.375000 Penalty: 4703.056641
	Iteration 52Q: 3 clusters Score -1829793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1829800.875000 Penalty: 4703.056641
	Iteration 53Q: 3 clusters Score -1829801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1829812.125000 Penalty: 4703.056641
	Iteration 54Q: 3 clusters Score -1829812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1829815.125000 Penalty: 4703.056641
	Iteration 55Q: 3 clusters Score -1829815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1829821.000000 Penalty: 4703.056641
	Iteration 56Q: 3 clusters Score -1829821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1829824.875000 Penalty: 4703.056641
	Iteration 57Q: 3 clusters Score -1829825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1829828.375000 Penalty: 4703.056641
	Iteration 58Q: 3 clusters Score -1829828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1829834.750000 Penalty: 4703.056641
	Iteration 59Q: 3 clusters Score -1829835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1829831.375000 Penalty: 4703.056641
	Iteration 60F: 3 clusters Score -1829831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1829834.375000 Penalty: 4703.056641
	Iteration 61Q: 3 clusters Score -1829834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1829837.750000 Penalty: 4703.056641
	Iteration 62Q: 3 clusters Score -1829838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1829838.375000 Penalty: 4703.056641
	Iteration 63Q: 3 clusters Score -1829838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1829837.375000 Penalty: 4703.056641
	Iteration 64Q: 3 clusters Score -1829837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1829837.375000 Penalty: 4703.056641
	Iteration 65F: 3 clusters Score -1829837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Entering Unmasked Estep 
Score: -646693.125000 Penalty: 2096.813232
	Iteration 0F: 2 clusters Score -646693.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -642344.500000 Penalty: 4193.626465
	Iteration 0F: 3 clusters Score -642344.5 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -643339.875000 Penalty: 4193.626465
	Iteration 1F: 3 clusters Score -643339.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -643578.250000 Penalty: 4193.626465
	Iteration 2F: 3 clusters Score -643578.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -643721.437500 Penalty: 4193.626465
	Iteration 3F: 3 clusters Score -643721.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -643841.437500 Penalty: 4193.626465
	Iteration 4Q: 3 clusters Score -643841.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -643933.250000 Penalty: 4193.626465
	Iteration 5Q: 3 clusters Score -643933.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -644014.375000 Penalty: 4193.626465
	Iteration 6Q: 3 clusters Score -644014.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -644074.437500 Penalty: 4193.626465
	Iteration 7Q: 3 clusters Score -644074.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -644121.500000 Penalty: 4193.626465
	Iteration 8Q: 3 clusters Score -644121.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -644169.437500 Penalty: 4193.626465
	Iteration 9Q: 3 clusters Score -644169.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -644221.687500 Penalty: 4193.626465
	Iteration 10Q: 3 clusters Score -644221.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -644261.812500 Penalty: 4193.626465
	Iteration 11Q: 3 clusters Score -644261.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -644297.125000 Penalty: 4193.626465
	Iteration 12Q: 3 clusters Score -644297.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -644337.312500 Penalty: 4193.626465
	Iteration 13Q: 3 clusters Score -644337.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -644383.500000 Penalty: 4193.626465
	Iteration 14Q: 3 clusters Score -644383.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -644419.687500 Penalty: 4193.626465
	Iteration 15Q: 3 clusters Score -644419.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -644467.125000 Penalty: 4193.626465
	Iteration 16Q: 3 clusters Score -644467.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -644514.187500 Penalty: 4193.626465
	Iteration 17Q: 3 clusters Score -644514.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -644552.875000 Penalty: 4193.626465
	Iteration 18Q: 3 clusters Score -644552.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -644598.312500 Penalty: 4193.626465
	Iteration 19Q: 3 clusters Score -644598.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -644631.812500 Penalty: 4193.626465
	Iteration 20F: 3 clusters Score -644631.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -644657.500000 Penalty: 4193.626465
	Iteration 21Q: 3 clusters Score -644657.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -644689.875000 Penalty: 4193.626465
	Iteration 22Q: 3 clusters Score -644689.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -644709.625000 Penalty: 4193.626465
	Iteration 23Q: 3 clusters Score -644709.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -644722.375000 Penalty: 4193.626465
	Iteration 24Q: 3 clusters Score -644722.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -644732.187500 Penalty: 4193.626465
	Iteration 25Q: 3 clusters Score -644732.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -644744.250000 Penalty: 4193.626465
	Iteration 26Q: 3 clusters Score -644744.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -644758.875000 Penalty: 4193.626465
	Iteration 27Q: 3 clusters Score -644758.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -644778.875000 Penalty: 4193.626465
	Iteration 28Q: 3 clusters Score -644778.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -644802.375000 Penalty: 4193.626465
	Iteration 29Q: 3 clusters Score -644802.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -644816.562500 Penalty: 4193.626465
	Iteration 30Q: 3 clusters Score -644816.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -644827.250000 Penalty: 4193.626465
	Iteration 31Q: 3 clusters Score -644827.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -644835.750000 Penalty: 4193.626465
	Iteration 32Q: 3 clusters Score -644835.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -644846.750000 Penalty: 4193.626465
	Iteration 33Q: 3 clusters Score -644846.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -644857.687500 Penalty: 4193.626465
	Iteration 34Q: 3 clusters Score -644857.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -644869.625000 Penalty: 4193.626465
	Iteration 35Q: 3 clusters Score -644869.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -644881.437500 Penalty: 4193.626465
	Iteration 36Q: 3 clusters Score -644881.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -644892.062500 Penalty: 4193.626465
	Iteration 37Q: 3 clusters Score -644892.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -644897.062500 Penalty: 4193.626465
	Iteration 38Q: 3 clusters Score -644897.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -644900.062500 Penalty: 4193.626465
	Iteration 39Q: 3 clusters Score -644900.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -644908.937500 Penalty: 4193.626465
	Iteration 40F: 3 clusters Score -644908.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -644914.625000 Penalty: 4193.626465
	Iteration 41Q: 3 clusters Score -644914.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -644919.625000 Penalty: 4193.626465
	Iteration 42Q: 3 clusters Score -644919.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -644925.437500 Penalty: 4193.626465
	Iteration 43Q: 3 clusters Score -644925.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -644931.500000 Penalty: 4193.626465
	Iteration 44Q: 3 clusters Score -644931.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -644935.562500 Penalty: 4193.626465
	Iteration 45Q: 3 clusters Score -644935.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -644940.062500 Penalty: 4193.626465
	Iteration 46Q: 3 clusters Score -644940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -644940.937500 Penalty: 4193.626465
	Iteration 47Q: 3 clusters Score -644940.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -644942.687500 Penalty: 4193.626465
	Iteration 48Q: 3 clusters Score -644942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -644942.687500 Penalty: 4193.626465
	Iteration 49Q: 3 clusters Score -644942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -644943.687500 Penalty: 4193.626465
	Iteration 50Q: 3 clusters Score -644943.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -644945.125000 Penalty: 4193.626465
	Iteration 51Q: 3 clusters Score -644945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -644945.062500 Penalty: 4193.626465
	Iteration 52Q: 3 clusters Score -644945.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -644945.062500 Penalty: 4193.626465
	Iteration 53F: 3 clusters Score -644945.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Entering Unmasked Estep 
Score: -5154324.500000 Penalty: 2616.000488
	Iteration 0F: 2 clusters Score -5154324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -5128673.500000 Penalty: 5232.000977
	Iteration 0F: 3 clusters Score -5128674 nChanged 17309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -5138055.500000 Penalty: 5232.000977
	Iteration 1F: 3 clusters Score -5138056 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -5138614.000000 Penalty: 5232.000977
	Iteration 2Q: 3 clusters Score -5138614 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -5139212.500000 Penalty: 5232.000977
	Iteration 3Q: 3 clusters Score -5139212 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -5139990.000000 Penalty: 5232.000977
	Iteration 4Q: 3 clusters Score -5139990 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -5140975.000000 Penalty: 5232.000977
	Iteration 5F: 3 clusters Score -5140975 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -5142221.500000 Penalty: 5232.000977
	Iteration 6F: 3 clusters Score -5142222 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -5143678.000000 Penalty: 5232.000977
	Iteration 7F: 3 clusters Score -5143678 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -5145061.500000 Penalty: 5232.000977
	Iteration 8F: 3 clusters Score -5145062 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -5146066.000000 Penalty: 5232.000977
	Iteration 9F: 3 clusters Score -5146066 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -5146697.500000 Penalty: 5232.000977
	Iteration 10Q: 3 clusters Score -5146698 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -5147102.500000 Penalty: 5232.000977
	Iteration 11Q: 3 clusters Score -5147102 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -5147362.500000 Penalty: 5232.000977
	Iteration 12Q: 3 clusters Score -5147362 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -5147561.000000 Penalty: 5232.000977
	Iteration 13Q: 3 clusters Score -5147561 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -5147680.500000 Penalty: 5232.000977
	Iteration 14Q: 3 clusters Score -5147680 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -5147814.500000 Penalty: 5232.000977
	Iteration 15Q: 3 clusters Score -5147814 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -5147917.000000 Penalty: 5232.000977
	Iteration 16Q: 3 clusters Score -5147917 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -5148042.000000 Penalty: 5232.000977
	Iteration 17Q: 3 clusters Score -5148042 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -5148248.500000 Penalty: 5232.000977
	Iteration 18Q: 3 clusters Score -5148248 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -5148394.500000 Penalty: 5232.000977
	Iteration 19Q: 3 clusters Score -5148394 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -5148606.500000 Penalty: 5232.000977
	Iteration 20F: 3 clusters Score -5148606 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -5148819.500000 Penalty: 5232.000977
	Iteration 21Q: 3 clusters Score -5148820 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -5149113.000000 Penalty: 5232.000977
	Iteration 22Q: 3 clusters Score -5149113 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -5149473.000000 Penalty: 5232.000977
	Iteration 23Q: 3 clusters Score -5149473 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -5149842.500000 Penalty: 5232.000977
	Iteration 24Q: 3 clusters Score -5149842 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -5150259.500000 Penalty: 5232.000977
	Iteration 25Q: 3 clusters Score -5150260 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -5150683.500000 Penalty: 5232.000977
	Iteration 26Q: 3 clusters Score -5150684 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -5151104.000000 Penalty: 5232.000977
	Iteration 27Q: 3 clusters Score -5151104 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -5151706.500000 Penalty: 5232.000977
	Iteration 28Q: 3 clusters Score -5151706 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -5152288.000000 Penalty: 5232.000977
	Iteration 29Q: 3 clusters Score -5152288 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -5152517.500000 Penalty: 5232.000977
	Iteration 30Q: 3 clusters Score -5152518 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -5152628.500000 Penalty: 5232.000977
	Iteration 31Q: 3 clusters Score -5152628 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -5152654.500000 Penalty: 5232.000977
	Iteration 32Q: 3 clusters Score -5152654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -5152669.500000 Penalty: 5232.000977
	Iteration 33Q: 3 clusters Score -5152670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -5152676.500000 Penalty: 5232.000977
	Iteration 34Q: 3 clusters Score -5152676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -5152681.000000 Penalty: 5232.000977
	Iteration 35Q: 3 clusters Score -5152681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -5152684.000000 Penalty: 5232.000977
	Iteration 36Q: 3 clusters Score -5152684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -5152688.500000 Penalty: 5232.000977
	Iteration 37Q: 3 clusters Score -5152688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -5152681.500000 Penalty: 5232.000977
	Iteration 38Q: 3 clusters Score -5152682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -5152680.000000 Penalty: 5232.000977
	Iteration 39Q: 3 clusters Score -5152680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -5152678.000000 Penalty: 5232.000977
	Iteration 40F: 3 clusters Score -5152678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -5152680.000000 Penalty: 5232.000977
	Iteration 41Q: 3 clusters Score -5152680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -5152680.000000 Penalty: 5232.000977
	Iteration 42F: 3 clusters Score -5152680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Entering Unmasked Estep 
Score: -177079.578125 Penalty: 1799.386719
	Iteration 0F: 2 clusters Score -177079.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -174911.593750 Penalty: 3598.773438
	Iteration 0F: 3 clusters Score -174911.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -175424.500000 Penalty: 3598.773438
	Iteration 1F: 3 clusters Score -175424.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -175733.343750 Penalty: 3598.773438
	Iteration 2F: 3 clusters Score -175733.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -176269.765625 Penalty: 3598.773438
	Iteration 3F: 3 clusters Score -176269.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -177374.437500 Penalty: 3598.773438
	Iteration 4F: 3 clusters Score -177374.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -179131.187500 Penalty: 3598.773438
	Iteration 5F: 3 clusters Score -179131.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -180213.062500 Penalty: 3598.773438
	Iteration 6F: 3 clusters Score -180213.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -180988.015625 Penalty: 3598.773438
	Iteration 7Q: 3 clusters Score -180988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -181251.750000 Penalty: 3598.773438
	Iteration 8Q: 3 clusters Score -181251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -181255.890625 Penalty: 3598.773438
	Iteration 9Q: 3 clusters Score -181255.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -181255.890625 Penalty: 3598.773438
	Iteration 10F: 3 clusters Score -181255.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2570 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 227400 members 
Mstep: Class 5 contains 1984 members 
Mstep: Class 6 contains 194632 members 
Mstep: Class 7 contains 1524 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25745 members 
Mstep: Class 10 contains 7536 members 
Mstep: Class 11 contains 39767 members 
Mstep: Class 12 contains 964 members 
Mstep: Class 13 contains 121932 members 
Mstep: Class 14 contains 271079 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 14612 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 554 members 
Mstep: Class 19 contains 7960 members 
Mstep: Class 20 contains 13121 members 
Mstep: Class 21 contains 4698 members 
Mstep: Class 22 contains 38116 members 
Mstep: Class 23 contains 442 members 
Mstep: Class 24 contains 974 members 
Entering Unmasked Estep 
Score: -135811920.000000 Penalty: 82213.359375
Splitting cluster 24 changes total score from -135806848.000000 to -135811920.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2570 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 227400 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 25745 members 
Mstep: Class 10 contains 7536 members 
Mstep: Class 11 contains 39767 members 
Mstep: Class 13 contains 121932 members 
Mstep: Class 14 contains 271079 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 14612 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 554 members 
Mstep: Class 19 contains 7960 members 
Mstep: Class 20 contains 13121 members 
Mstep: Class 21 contains 4698 members 
Mstep: Class 22 contains 38116 members 
Mstep: Class 24 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135813216.000000 Penalty: 82213.359375
Iteration 79Q: 25 clusters Score -1.358132e+08 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 477 members 
Mstep: Class 4 contains 227702 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 194518 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 383 members 
Mstep: Class 9 contains 25759 members 
Mstep: Class 10 contains 7537 members 
Mstep: Class 11 contains 40331 members 
Mstep: Class 12 contains 966 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 269862 members 
Mstep: Class 15 contains 5681 members 
Mstep: Class 16 contains 14592 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 554 members 
Mstep: Class 19 contains 7967 members 
Mstep: Class 20 contains 13057 members 
Mstep: Class 21 contains 4691 members 
Mstep: Class 22 contains 38282 members 
Mstep: Class 23 contains 441 members 
Mstep: Class 24 contains 999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135815136.000000 Penalty: 82213.359375
Iteration 80F: 25 clusters Score -1.358151e+08 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 2541 members 
Mstep: Class 3 contains 455 members 
Mstep: Class 4 contains 227893 members 
Mstep: Class 5 contains 2039 members 
Mstep: Class 6 contains 194566 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 25765 members 
Mstep: Class 10 contains 7545 members 
Mstep: Class 11 contains 40295 members 
Mstep: Class 12 contains 988 members 
Mstep: Class 13 contains 121777 members 
Mstep: Class 14 contains 269327 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 14573 members 
Mstep: Class 17 contains 2843 members 
Mstep: Class 18 contains 554 members 
Mstep: Class 19 contains 7958 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 4691 members 
Mstep: Class 22 contains 38216 members 
Mstep: Class 23 contains 482 members 
Mstep: Class 24 contains 1009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135816928.000000 Penalty: 82213.359375
Iteration 81Q: 25 clusters Score -1.358169e+08 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 2530 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228004 members 
Mstep: Class 5 contains 2133 members 
Mstep: Class 6 contains 194772 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 373 members 
Mstep: Class 9 contains 25760 members 
Mstep: Class 10 contains 7546 members 
Mstep: Class 11 contains 40262 members 
Mstep: Class 12 contains 990 members 
Mstep: Class 13 contains 121367 members 
Mstep: Class 14 contains 269137 members 
Mstep: Class 15 contains 5876 members 
Mstep: Class 16 contains 14544 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 7953 members 
Mstep: Class 20 contains 13013 members 
Mstep: Class 21 contains 4694 members 
Mstep: Class 22 contains 38121 members 
Mstep: Class 23 contains 486 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135818272.000000 Penalty: 82213.359375
Iteration 82Q: 25 clusters Score -1.358183e+08 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228052 members 
Mstep: Class 5 contains 2236 members 
Mstep: Class 6 contains 194991 members 
Mstep: Class 7 contains 2443 members 
Mstep: Class 8 contains 369 members 
Mstep: Class 9 contains 25762 members 
Mstep: Class 10 contains 7550 members 
Mstep: Class 11 contains 40175 members 
Mstep: Class 12 contains 990 members 
Mstep: Class 13 contains 120884 members 
Mstep: Class 14 contains 269229 members 
Mstep: Class 15 contains 5927 members 
Mstep: Class 16 contains 14511 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7956 members 
Mstep: Class 20 contains 12997 members 
Mstep: Class 21 contains 4693 members 
Mstep: Class 22 contains 37978 members 
Mstep: Class 23 contains 489 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819120.000000 Penalty: 82213.359375
Iteration 83Q: 25 clusters Score -1.358191e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 2512 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228062 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 195220 members 
Mstep: Class 7 contains 2593 members 
Mstep: Class 8 contains 369 members 
Mstep: Class 9 contains 25764 members 
Mstep: Class 10 contains 7557 members 
Mstep: Class 11 contains 40089 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 120341 members 
Mstep: Class 14 contains 269413 members 
Mstep: Class 15 contains 5982 members 
Mstep: Class 16 contains 14501 members 
Mstep: Class 17 contains 3056 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7952 members 
Mstep: Class 20 contains 13004 members 
Mstep: Class 21 contains 4699 members 
Mstep: Class 22 contains 37830 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819456.000000 Penalty: 82213.359375
Iteration 84Q: 25 clusters Score -1.358195e+08 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 2503 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228043 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 195406 members 
Mstep: Class 7 contains 2720 members 
Mstep: Class 8 contains 369 members 
Mstep: Class 9 contains 25762 members 
Mstep: Class 10 contains 7573 members 
Mstep: Class 11 contains 40017 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 119771 members 
Mstep: Class 14 contains 269675 members 
Mstep: Class 15 contains 6034 members 
Mstep: Class 16 contains 14502 members 
Mstep: Class 17 contains 3130 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7959 members 
Mstep: Class 20 contains 13007 members 
Mstep: Class 21 contains 4697 members 
Mstep: Class 22 contains 37689 members 
Mstep: Class 23 contains 492 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819776.000000 Penalty: 82213.359375
Iteration 85Q: 25 clusters Score -1.358198e+08 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228034 members 
Mstep: Class 5 contains 2539 members 
Mstep: Class 6 contains 195574 members 
Mstep: Class 7 contains 2872 members 
Mstep: Class 8 contains 368 members 
Mstep: Class 9 contains 25756 members 
Mstep: Class 10 contains 7583 members 
Mstep: Class 11 contains 39940 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 119187 members 
Mstep: Class 14 contains 269978 members 
Mstep: Class 15 contains 6077 members 
Mstep: Class 16 contains 14499 members 
Mstep: Class 17 contains 3194 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7949 members 
Mstep: Class 20 contains 13004 members 
Mstep: Class 21 contains 4699 members 
Mstep: Class 22 contains 37568 members 
Mstep: Class 23 contains 494 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819840.000000 Penalty: 82213.359375
Iteration 86Q: 25 clusters Score -1.358198e+08 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228020 members 
Mstep: Class 5 contains 2623 members 
Mstep: Class 6 contains 195752 members 
Mstep: Class 7 contains 2997 members 
Mstep: Class 8 contains 366 members 
Mstep: Class 9 contains 25751 members 
Mstep: Class 10 contains 7606 members 
Mstep: Class 11 contains 39884 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 118610 members 
Mstep: Class 14 contains 270278 members 
Mstep: Class 15 contains 6118 members 
Mstep: Class 16 contains 14492 members 
Mstep: Class 17 contains 3237 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7953 members 
Mstep: Class 20 contains 12999 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 37450 members 
Mstep: Class 23 contains 500 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820032.000000 Penalty: 82213.359375
Iteration 87Q: 25 clusters Score -1.3582e+08 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 2489 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228031 members 
Mstep: Class 5 contains 2684 members 
Mstep: Class 6 contains 195877 members 
Mstep: Class 7 contains 3122 members 
Mstep: Class 8 contains 366 members 
Mstep: Class 9 contains 25743 members 
Mstep: Class 10 contains 7626 members 
Mstep: Class 11 contains 39888 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 118029 members 
Mstep: Class 14 contains 270578 members 
Mstep: Class 15 contains 6165 members 
Mstep: Class 16 contains 14493 members 
Mstep: Class 17 contains 3268 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7957 members 
Mstep: Class 20 contains 12990 members 
Mstep: Class 21 contains 4709 members 
Mstep: Class 22 contains 37332 members 
Mstep: Class 23 contains 500 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820208.000000 Penalty: 82213.359375
Iteration 88Q: 25 clusters Score -1.358202e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 2489 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228021 members 
Mstep: Class 5 contains 2760 members 
Mstep: Class 6 contains 196014 members 
Mstep: Class 7 contains 3192 members 
Mstep: Class 8 contains 366 members 
Mstep: Class 9 contains 25734 members 
Mstep: Class 10 contains 7651 members 
Mstep: Class 11 contains 39867 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 117456 members 
Mstep: Class 14 contains 270933 members 
Mstep: Class 15 contains 6210 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 3300 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7958 members 
Mstep: Class 20 contains 12993 members 
Mstep: Class 21 contains 4716 members 
Mstep: Class 22 contains 37208 members 
Mstep: Class 23 contains 500 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820240.000000 Penalty: 82213.359375
Iteration 89Q: 25 clusters Score -1.358202e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 2485 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228025 members 
Mstep: Class 5 contains 2833 members 
Mstep: Class 6 contains 196143 members 
Mstep: Class 7 contains 3255 members 
Mstep: Class 8 contains 366 members 
Mstep: Class 9 contains 25737 members 
Mstep: Class 10 contains 7689 members 
Mstep: Class 11 contains 39858 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 116898 members 
Mstep: Class 14 contains 271253 members 
Mstep: Class 15 contains 6260 members 
Mstep: Class 16 contains 14487 members 
Mstep: Class 17 contains 3335 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7964 members 
Mstep: Class 20 contains 12997 members 
Mstep: Class 21 contains 4716 members 
Mstep: Class 22 contains 37066 members 
Mstep: Class 23 contains 500 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820272.000000 Penalty: 82213.359375
Iteration 90Q: 25 clusters Score -1.358203e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 2473 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228047 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 196260 members 
Mstep: Class 7 contains 3318 members 
Mstep: Class 8 contains 366 members 
Mstep: Class 9 contains 25738 members 
Mstep: Class 10 contains 7722 members 
Mstep: Class 11 contains 39851 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 116314 members 
Mstep: Class 14 contains 271610 members 
Mstep: Class 15 contains 6307 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7966 members 
Mstep: Class 20 contains 12997 members 
Mstep: Class 21 contains 4719 members 
Mstep: Class 22 contains 36938 members 
Mstep: Class 23 contains 500 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820432.000000 Penalty: 82213.359375
Iteration 91Q: 25 clusters Score -1.358204e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 2465 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228043 members 
Mstep: Class 5 contains 2975 members 
Mstep: Class 6 contains 196355 members 
Mstep: Class 7 contains 3366 members 
Mstep: Class 8 contains 366 members 
Mstep: Class 9 contains 25741 members 
Mstep: Class 10 contains 7756 members 
Mstep: Class 11 contains 39865 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 115766 members 
Mstep: Class 14 contains 271953 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 14493 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7977 members 
Mstep: Class 20 contains 12987 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 36834 members 
Mstep: Class 23 contains 500 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820688.000000 Penalty: 82213.359375
Iteration 92Q: 25 clusters Score -1.358207e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228033 members 
Mstep: Class 5 contains 3051 members 
Mstep: Class 6 contains 196422 members 
Mstep: Class 7 contains 3410 members 
Mstep: Class 8 contains 366 members 
Mstep: Class 9 contains 25748 members 
Mstep: Class 10 contains 7802 members 
Mstep: Class 11 contains 39872 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 115245 members 
Mstep: Class 14 contains 272303 members 
Mstep: Class 15 contains 6402 members 
Mstep: Class 16 contains 14485 members 
Mstep: Class 17 contains 3421 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7985 members 
Mstep: Class 20 contains 12975 members 
Mstep: Class 21 contains 4730 members 
Mstep: Class 22 contains 36722 members 
Mstep: Class 23 contains 500 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820784.000000 Penalty: 82213.359375
Iteration 93Q: 25 clusters Score -1.358208e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 2452 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228036 members 
Mstep: Class 5 contains 3123 members 
Mstep: Class 6 contains 196493 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 366 members 
Mstep: Class 9 contains 25758 members 
Mstep: Class 10 contains 7839 members 
Mstep: Class 11 contains 39876 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 114694 members 
Mstep: Class 14 contains 272656 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 14485 members 
Mstep: Class 17 contains 3454 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7993 members 
Mstep: Class 20 contains 12975 members 
Mstep: Class 21 contains 4732 members 
Mstep: Class 22 contains 36613 members 
Mstep: Class 23 contains 500 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820592.000000 Penalty: 82213.359375
Iteration 94Q: 25 clusters Score -1.358206e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 2442 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228056 members 
Mstep: Class 5 contains 3168 members 
Mstep: Class 6 contains 196549 members 
Mstep: Class 7 contains 3480 members 
Mstep: Class 8 contains 366 members 
Mstep: Class 9 contains 25761 members 
Mstep: Class 10 contains 7875 members 
Mstep: Class 11 contains 39917 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 114143 members 
Mstep: Class 14 contains 273019 members 
Mstep: Class 15 contains 6484 members 
Mstep: Class 16 contains 14485 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8006 members 
Mstep: Class 20 contains 12980 members 
Mstep: Class 21 contains 4736 members 
Mstep: Class 22 contains 36512 members 
Mstep: Class 23 contains 500 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820576.000000 Penalty: 82213.359375
Iteration 95Q: 25 clusters Score -1.358206e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228078 members 
Mstep: Class 5 contains 3213 members 
Mstep: Class 6 contains 196623 members 
Mstep: Class 7 contains 3514 members 
Mstep: Class 8 contains 366 members 
Mstep: Class 9 contains 25767 members 
Mstep: Class 10 contains 7910 members 
Mstep: Class 11 contains 39946 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 113599 members 
Mstep: Class 14 contains 273370 members 
Mstep: Class 15 contains 6520 members 
Mstep: Class 16 contains 14484 members 
Mstep: Class 17 contains 3494 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8004 members 
Mstep: Class 20 contains 12978 members 
Mstep: Class 21 contains 4743 members 
Mstep: Class 22 contains 36427 members 
Mstep: Class 23 contains 500 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820336.000000 Penalty: 82213.359375
Iteration 96Q: 25 clusters Score -1.358203e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 2428 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228096 members 
Mstep: Class 5 contains 3247 members 
Mstep: Class 6 contains 196693 members 
Mstep: Class 7 contains 3543 members 
Mstep: Class 8 contains 366 members 
Mstep: Class 9 contains 25774 members 
Mstep: Class 10 contains 7966 members 
Mstep: Class 11 contains 39975 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 113066 members 
Mstep: Class 14 contains 273737 members 
Mstep: Class 15 contains 6556 members 
Mstep: Class 16 contains 14486 members 
Mstep: Class 17 contains 3509 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8003 members 
Mstep: Class 20 contains 12972 members 
Mstep: Class 21 contains 4742 members 
Mstep: Class 22 contains 36334 members 
Mstep: Class 23 contains 500 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820400.000000 Penalty: 82213.359375
Iteration 97Q: 25 clusters Score -1.358204e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228095 members 
Mstep: Class 5 contains 3279 members 
Mstep: Class 6 contains 196759 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 8 contains 366 members 
Mstep: Class 9 contains 25785 members 
Mstep: Class 10 contains 7999 members 
Mstep: Class 11 contains 40001 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 112534 members 
Mstep: Class 14 contains 274121 members 
Mstep: Class 15 contains 6587 members 
Mstep: Class 16 contains 14486 members 
Mstep: Class 17 contains 3526 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8000 members 
Mstep: Class 20 contains 12982 members 
Mstep: Class 21 contains 4742 members 
Mstep: Class 22 contains 36243 members 
Mstep: Class 23 contains 500 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820096.000000 Penalty: 82213.359375
Iteration 98Q: 25 clusters Score -1.358201e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2404 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228117 members 
Mstep: Class 5 contains 3302 members 
Mstep: Class 6 contains 196827 members 
Mstep: Class 7 contains 3604 members 
Mstep: Class 8 contains 366 members 
Mstep: Class 9 contains 25792 members 
Mstep: Class 10 contains 8061 members 
Mstep: Class 11 contains 40039 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 112006 members 
Mstep: Class 14 contains 274470 members 
Mstep: Class 15 contains 6611 members 
Mstep: Class 16 contains 14491 members 
Mstep: Class 17 contains 3548 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7999 members 
Mstep: Class 20 contains 12989 members 
Mstep: Class 21 contains 4748 members 
Mstep: Class 22 contains 36140 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820128.000000 Penalty: 82213.359375
Iteration 99Q: 25 clusters Score -1.358201e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228140 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 6 contains 196879 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 365 members 
Mstep: Class 9 contains 25796 members 
Mstep: Class 10 contains 8115 members 
Mstep: Class 11 contains 40080 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 111505 members 
Mstep: Class 14 contains 274830 members 
Mstep: Class 15 contains 6637 members 
Mstep: Class 16 contains 14481 members 
Mstep: Class 17 contains 3567 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8006 members 
Mstep: Class 20 contains 12999 members 
Mstep: Class 21 contains 4751 members 
Mstep: Class 22 contains 36039 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820352.000000 Penalty: 82213.359375
Iteration 100F: 25 clusters Score -1.358204e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228180 members 
Mstep: Class 5 contains 3325 members 
Mstep: Class 6 contains 196931 members 
Mstep: Class 7 contains 3656 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25808 members 
Mstep: Class 10 contains 8167 members 
Mstep: Class 11 contains 40123 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 111038 members 
Mstep: Class 14 contains 275137 members 
Mstep: Class 15 contains 6658 members 
Mstep: Class 16 contains 14475 members 
Mstep: Class 17 contains 3585 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8004 members 
Mstep: Class 20 contains 13013 members 
Mstep: Class 21 contains 4756 members 
Mstep: Class 22 contains 35944 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820592.000000 Penalty: 82213.359375
Iteration 101Q: 25 clusters Score -1.358206e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228199 members 
Mstep: Class 5 contains 3330 members 
Mstep: Class 6 contains 197009 members 
Mstep: Class 7 contains 3678 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25803 members 
Mstep: Class 10 contains 8221 members 
Mstep: Class 11 contains 40174 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 110622 members 
Mstep: Class 14 contains 275412 members 
Mstep: Class 15 contains 6675 members 
Mstep: Class 16 contains 14476 members 
Mstep: Class 17 contains 3595 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8008 members 
Mstep: Class 20 contains 13021 members 
Mstep: Class 21 contains 4764 members 
Mstep: Class 22 contains 35852 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820384.000000 Penalty: 82213.359375
Iteration 102Q: 25 clusters Score -1.358204e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 2383 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228227 members 
Mstep: Class 5 contains 3336 members 
Mstep: Class 6 contains 197096 members 
Mstep: Class 7 contains 3710 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25805 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 40229 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 110207 members 
Mstep: Class 14 contains 275675 members 
Mstep: Class 15 contains 6684 members 
Mstep: Class 16 contains 14464 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8012 members 
Mstep: Class 20 contains 13031 members 
Mstep: Class 21 contains 4766 members 
Mstep: Class 22 contains 35763 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820336.000000 Penalty: 82213.359375
Iteration 103Q: 25 clusters Score -1.358203e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 2380 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228260 members 
Mstep: Class 5 contains 3345 members 
Mstep: Class 6 contains 197181 members 
Mstep: Class 7 contains 3736 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25811 members 
Mstep: Class 10 contains 8318 members 
Mstep: Class 11 contains 40262 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 109784 members 
Mstep: Class 14 contains 275955 members 
Mstep: Class 15 contains 6690 members 
Mstep: Class 16 contains 14468 members 
Mstep: Class 17 contains 3611 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8009 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 4772 members 
Mstep: Class 22 contains 35674 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820192.000000 Penalty: 82213.359375
Iteration 104Q: 25 clusters Score -1.358202e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 2376 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228285 members 
Mstep: Class 5 contains 3349 members 
Mstep: Class 6 contains 197249 members 
Mstep: Class 7 contains 3755 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25816 members 
Mstep: Class 10 contains 8366 members 
Mstep: Class 11 contains 40294 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 109399 members 
Mstep: Class 14 contains 276231 members 
Mstep: Class 15 contains 6692 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 3615 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8009 members 
Mstep: Class 20 contains 13033 members 
Mstep: Class 21 contains 4772 members 
Mstep: Class 22 contains 35597 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820176.000000 Penalty: 82213.359375
Iteration 105Q: 25 clusters Score -1.358202e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2376 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228311 members 
Mstep: Class 5 contains 3353 members 
Mstep: Class 6 contains 197317 members 
Mstep: Class 7 contains 3765 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25817 members 
Mstep: Class 10 contains 8406 members 
Mstep: Class 11 contains 40326 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 108986 members 
Mstep: Class 14 contains 276546 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 3632 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8011 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 4776 members 
Mstep: Class 22 contains 35497 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820336.000000 Penalty: 82213.359375
Iteration 106Q: 25 clusters Score -1.358203e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 2375 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228350 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 197395 members 
Mstep: Class 7 contains 3786 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25818 members 
Mstep: Class 10 contains 8445 members 
Mstep: Class 11 contains 40357 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 108575 members 
Mstep: Class 14 contains 276825 members 
Mstep: Class 15 contains 6695 members 
Mstep: Class 16 contains 14470 members 
Mstep: Class 17 contains 3647 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8018 members 
Mstep: Class 20 contains 13029 members 
Mstep: Class 21 contains 4785 members 
Mstep: Class 22 contains 35400 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820224.000000 Penalty: 82213.359375
Iteration 107Q: 25 clusters Score -1.358202e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 2377 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228385 members 
Mstep: Class 5 contains 3359 members 
Mstep: Class 6 contains 197455 members 
Mstep: Class 7 contains 3813 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25821 members 
Mstep: Class 10 contains 8482 members 
Mstep: Class 11 contains 40398 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 108201 members 
Mstep: Class 14 contains 277074 members 
Mstep: Class 15 contains 6698 members 
Mstep: Class 16 contains 14473 members 
Mstep: Class 17 contains 3663 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8020 members 
Mstep: Class 20 contains 13020 members 
Mstep: Class 21 contains 4790 members 
Mstep: Class 22 contains 35310 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820000.000000 Penalty: 82213.359375
Iteration 108Q: 25 clusters Score -1.3582e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 2378 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228408 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 197489 members 
Mstep: Class 7 contains 3834 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25826 members 
Mstep: Class 10 contains 8524 members 
Mstep: Class 11 contains 40428 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 107842 members 
Mstep: Class 14 contains 277333 members 
Mstep: Class 15 contains 6706 members 
Mstep: Class 16 contains 14478 members 
Mstep: Class 17 contains 3679 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8018 members 
Mstep: Class 20 contains 13018 members 
Mstep: Class 21 contains 4794 members 
Mstep: Class 22 contains 35236 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819888.000000 Penalty: 82213.359375
Iteration 109Q: 25 clusters Score -1.358199e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228443 members 
Mstep: Class 5 contains 3364 members 
Mstep: Class 6 contains 197537 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25834 members 
Mstep: Class 10 contains 8541 members 
Mstep: Class 11 contains 40459 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 107523 members 
Mstep: Class 14 contains 277564 members 
Mstep: Class 15 contains 6709 members 
Mstep: Class 16 contains 14477 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8016 members 
Mstep: Class 20 contains 13022 members 
Mstep: Class 21 contains 4798 members 
Mstep: Class 22 contains 35172 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819808.000000 Penalty: 82213.359375
Iteration 110Q: 25 clusters Score -1.358198e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 2364 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228482 members 
Mstep: Class 5 contains 3366 members 
Mstep: Class 6 contains 197584 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25834 members 
Mstep: Class 10 contains 8570 members 
Mstep: Class 11 contains 40489 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 107233 members 
Mstep: Class 14 contains 277758 members 
Mstep: Class 15 contains 6713 members 
Mstep: Class 16 contains 14476 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8020 members 
Mstep: Class 20 contains 13034 members 
Mstep: Class 21 contains 4795 members 
Mstep: Class 22 contains 35096 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819648.000000 Penalty: 82213.359375
Iteration 111Q: 25 clusters Score -1.358196e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2352 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228518 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 197638 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25843 members 
Mstep: Class 10 contains 8599 members 
Mstep: Class 11 contains 40519 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 106917 members 
Mstep: Class 14 contains 277945 members 
Mstep: Class 15 contains 6718 members 
Mstep: Class 16 contains 14483 members 
Mstep: Class 17 contains 3718 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8024 members 
Mstep: Class 20 contains 13042 members 
Mstep: Class 21 contains 4796 members 
Mstep: Class 22 contains 35032 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819376.000000 Penalty: 82213.359375
Iteration 112Q: 25 clusters Score -1.358194e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228561 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 197695 members 
Mstep: Class 7 contains 3871 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25851 members 
Mstep: Class 10 contains 8629 members 
Mstep: Class 11 contains 40541 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 106606 members 
Mstep: Class 14 contains 278134 members 
Mstep: Class 15 contains 6724 members 
Mstep: Class 16 contains 14489 members 
Mstep: Class 17 contains 3729 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8023 members 
Mstep: Class 20 contains 13053 members 
Mstep: Class 21 contains 4801 members 
Mstep: Class 22 contains 34959 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819200.000000 Penalty: 82213.359375
Iteration 113Q: 25 clusters Score -1.358192e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228593 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 197760 members 
Mstep: Class 7 contains 3890 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25861 members 
Mstep: Class 10 contains 8652 members 
Mstep: Class 11 contains 40568 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 106313 members 
Mstep: Class 14 contains 278295 members 
Mstep: Class 15 contains 6725 members 
Mstep: Class 16 contains 14496 members 
Mstep: Class 17 contains 3743 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8019 members 
Mstep: Class 20 contains 13061 members 
Mstep: Class 21 contains 4808 members 
Mstep: Class 22 contains 34890 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819152.000000 Penalty: 82213.359375
Iteration 114Q: 25 clusters Score -1.358192e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228624 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 197831 members 
Mstep: Class 7 contains 3909 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25872 members 
Mstep: Class 10 contains 8676 members 
Mstep: Class 11 contains 40586 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 106027 members 
Mstep: Class 14 contains 278460 members 
Mstep: Class 15 contains 6725 members 
Mstep: Class 16 contains 14494 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8013 members 
Mstep: Class 20 contains 13064 members 
Mstep: Class 21 contains 4818 members 
Mstep: Class 22 contains 34824 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819184.000000 Penalty: 82213.359375
Iteration 115Q: 25 clusters Score -1.358192e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 2327 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228659 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 197884 members 
Mstep: Class 7 contains 3918 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25875 members 
Mstep: Class 10 contains 8698 members 
Mstep: Class 11 contains 40606 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 105766 members 
Mstep: Class 14 contains 278608 members 
Mstep: Class 15 contains 6731 members 
Mstep: Class 16 contains 14487 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8018 members 
Mstep: Class 20 contains 13068 members 
Mstep: Class 21 contains 4827 members 
Mstep: Class 22 contains 34774 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819088.000000 Penalty: 82213.359375
Iteration 116Q: 25 clusters Score -1.358191e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2323 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228682 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 197927 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25873 members 
Mstep: Class 10 contains 8713 members 
Mstep: Class 11 contains 40622 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 105533 members 
Mstep: Class 14 contains 278760 members 
Mstep: Class 15 contains 6733 members 
Mstep: Class 16 contains 14488 members 
Mstep: Class 17 contains 3770 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8019 members 
Mstep: Class 20 contains 13078 members 
Mstep: Class 21 contains 4833 members 
Mstep: Class 22 contains 34733 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819184.000000 Penalty: 82213.359375
Iteration 117Q: 25 clusters Score -1.358192e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2319 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228712 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 197960 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25872 members 
Mstep: Class 10 contains 8739 members 
Mstep: Class 11 contains 40639 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 105318 members 
Mstep: Class 14 contains 278885 members 
Mstep: Class 15 contains 6734 members 
Mstep: Class 16 contains 14495 members 
Mstep: Class 17 contains 3779 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8019 members 
Mstep: Class 20 contains 13085 members 
Mstep: Class 21 contains 4834 members 
Mstep: Class 22 contains 34692 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819200.000000 Penalty: 82213.359375
Iteration 118Q: 25 clusters Score -1.358192e+08 nChanged 469
Entering ConstructFrom: 
Score: -135819200.000000 Penalty: 82213.359375
Entering ConstructFrom: 
Trying to split cluster 1 (11899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Entering Unmasked Estep 
Score: -1583285.125000 Penalty: 2327.283936
	Iteration 0F: 2 clusters Score -1583285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1574326.750000 Penalty: 4654.567871
	Iteration 0F: 3 clusters Score -1574327 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1577134.750000 Penalty: 4654.567871
	Iteration 1F: 3 clusters Score -1577135 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1577487.375000 Penalty: 4654.567871
	Iteration 2F: 3 clusters Score -1577487 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1577742.125000 Penalty: 4654.567871
	Iteration 3F: 3 clusters Score -1577742 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1577918.125000 Penalty: 4654.567871
	Iteration 4Q: 3 clusters Score -1577918 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1578058.875000 Penalty: 4654.567871
	Iteration 5Q: 3 clusters Score -1578059 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1578203.250000 Penalty: 4654.567871
	Iteration 6Q: 3 clusters Score -1578203 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1578341.375000 Penalty: 4654.567871
	Iteration 7Q: 3 clusters Score -1578341 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1578490.125000 Penalty: 4654.567871
	Iteration 8Q: 3 clusters Score -1578490 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1578680.125000 Penalty: 4654.567871
	Iteration 9Q: 3 clusters Score -1578680 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1578917.875000 Penalty: 4654.567871
	Iteration 10Q: 3 clusters Score -1578918 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1579197.125000 Penalty: 4654.567871
	Iteration 11Q: 3 clusters Score -1579197 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1579539.125000 Penalty: 4654.567871
	Iteration 12Q: 3 clusters Score -1579539 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1579894.750000 Penalty: 4654.567871
	Iteration 13Q: 3 clusters Score -1579895 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1580251.875000 Penalty: 4654.567871
	Iteration 14Q: 3 clusters Score -1580252 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1580535.125000 Penalty: 4654.567871
	Iteration 15Q: 3 clusters Score -1580535 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1580747.250000 Penalty: 4654.567871
	Iteration 16Q: 3 clusters Score -1580747 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1580914.750000 Penalty: 4654.567871
	Iteration 17Q: 3 clusters Score -1580915 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1581046.750000 Penalty: 4654.567871
	Iteration 18Q: 3 clusters Score -1581047 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1581131.875000 Penalty: 4654.567871
	Iteration 19Q: 3 clusters Score -1581132 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1581192.625000 Penalty: 4654.567871
	Iteration 20F: 3 clusters Score -1581193 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1581259.250000 Penalty: 4654.567871
	Iteration 21Q: 3 clusters Score -1581259 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1581303.875000 Penalty: 4654.567871
	Iteration 22Q: 3 clusters Score -1581304 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1581339.125000 Penalty: 4654.567871
	Iteration 23Q: 3 clusters Score -1581339 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1581371.125000 Penalty: 4654.567871
	Iteration 24Q: 3 clusters Score -1581371 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1581402.625000 Penalty: 4654.567871
	Iteration 25Q: 3 clusters Score -1581403 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1581428.750000 Penalty: 4654.567871
	Iteration 26Q: 3 clusters Score -1581429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1581451.500000 Penalty: 4654.567871
	Iteration 27Q: 3 clusters Score -1581452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1581476.625000 Penalty: 4654.567871
	Iteration 28Q: 3 clusters Score -1581477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1581495.125000 Penalty: 4654.567871
	Iteration 29Q: 3 clusters Score -1581495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1581509.750000 Penalty: 4654.567871
	Iteration 30Q: 3 clusters Score -1581510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1581525.875000 Penalty: 4654.567871
	Iteration 31Q: 3 clusters Score -1581526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1581538.625000 Penalty: 4654.567871
	Iteration 32Q: 3 clusters Score -1581539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1581541.625000 Penalty: 4654.567871
	Iteration 33Q: 3 clusters Score -1581542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1581547.875000 Penalty: 4654.567871
	Iteration 34Q: 3 clusters Score -1581548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1581548.875000 Penalty: 4654.567871
	Iteration 35Q: 3 clusters Score -1581549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1581551.125000 Penalty: 4654.567871
	Iteration 36Q: 3 clusters Score -1581551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1581548.000000 Penalty: 4654.567871
	Iteration 37Q: 3 clusters Score -1581548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1581550.750000 Penalty: 4654.567871
	Iteration 38Q: 3 clusters Score -1581551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1581553.750000 Penalty: 4654.567871
	Iteration 39Q: 3 clusters Score -1581554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1581556.875000 Penalty: 4654.567871
	Iteration 40F: 3 clusters Score -1581557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1581568.500000 Penalty: 4654.567871
	Iteration 41Q: 3 clusters Score -1581568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1581567.000000 Penalty: 4654.567871
	Iteration 42Q: 3 clusters Score -1581567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1581568.875000 Penalty: 4654.567871
	Iteration 43Q: 3 clusters Score -1581569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1581573.125000 Penalty: 4654.567871
	Iteration 44Q: 3 clusters Score -1581573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1581573.125000 Penalty: 4654.567871
	Iteration 45F: 3 clusters Score -1581573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -324948.468750 Penalty: 1921.189697
	Iteration 0F: 2 clusters Score -324948.5 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 1144 members 
Entering Unmasked Estep 
Score: -322173.625000 Penalty: 3842.379395
	Iteration 0F: 3 clusters Score -322173.6 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -322650.250000 Penalty: 3842.379395
	Iteration 1F: 3 clusters Score -322650.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -322782.343750 Penalty: 3842.379395
	Iteration 2F: 3 clusters Score -322782.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -322849.218750 Penalty: 3842.379395
	Iteration 3Q: 3 clusters Score -322849.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -322892.312500 Penalty: 3842.379395
	Iteration 4Q: 3 clusters Score -322892.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -322912.625000 Penalty: 3842.379395
	Iteration 5Q: 3 clusters Score -322912.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -322933.843750 Penalty: 3842.379395
	Iteration 6Q: 3 clusters Score -322933.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -322947.718750 Penalty: 3842.379395
	Iteration 7Q: 3 clusters Score -322947.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -322960.843750 Penalty: 3842.379395
	Iteration 8Q: 3 clusters Score -322960.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -322974.093750 Penalty: 3842.379395
	Iteration 9Q: 3 clusters Score -322974.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -322982.437500 Penalty: 3842.379395
	Iteration 10Q: 3 clusters Score -322982.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -322993.875000 Penalty: 3842.379395
	Iteration 11Q: 3 clusters Score -322993.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -323008.593750 Penalty: 3842.379395
	Iteration 12Q: 3 clusters Score -323008.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -323017.437500 Penalty: 3842.379395
	Iteration 13Q: 3 clusters Score -323017.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -323024.500000 Penalty: 3842.379395
	Iteration 14Q: 3 clusters Score -323024.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -323026.375000 Penalty: 3842.379395
	Iteration 15Q: 3 clusters Score -323026.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -323027.812500 Penalty: 3842.379395
	Iteration 16Q: 3 clusters Score -323027.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -323027.812500 Penalty: 3842.379395
	Iteration 17F: 3 clusters Score -323027.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -55102.945312 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -55102.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53656.949219 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -53656.95 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53850.769531 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -53850.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53964.578125 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -53964.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54075.925781 Penalty: 3034.576172
	Iteration 3F: 3 clusters Score -54075.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54151.218750 Penalty: 3034.576172
	Iteration 4Q: 3 clusters Score -54151.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54198.773438 Penalty: 3034.576172
	Iteration 5Q: 3 clusters Score -54198.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54285.121094 Penalty: 3034.576172
	Iteration 6Q: 3 clusters Score -54285.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54423.230469 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -54423.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54444.289062 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -54444.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54450.097656 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -54450.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54452.027344 Penalty: 3034.576172
	Iteration 10Q: 3 clusters Score -54452.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54452.027344 Penalty: 3034.576172
	Iteration 11F: 3 clusters Score -54452.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (228730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228730 members 
Entering Unmasked Estep 
Score: -31855890.000000 Penalty: 3060.393799
	Iteration 0F: 2 clusters Score -3.185589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114175 members 
Mstep: Class 2 contains 114555 members 
Entering Unmasked Estep 
Score: -31722608.000000 Penalty: 6120.787598
	Iteration 0F: 3 clusters Score -3.172261e+07 nChanged 109750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110555 members 
Mstep: Class 2 contains 118175 members 
Entering Unmasked Estep 
Score: -31786534.000000 Penalty: 6120.787598
	Iteration 1F: 3 clusters Score -3.178653e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108068 members 
Mstep: Class 2 contains 120662 members 
Entering Unmasked Estep 
Score: -31787926.000000 Penalty: 6120.787598
	Iteration 2Q: 3 clusters Score -3.178793e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104274 members 
Mstep: Class 2 contains 124456 members 
Entering Unmasked Estep 
Score: -31789704.000000 Penalty: 6120.787598
	Iteration 3Q: 3 clusters Score -3.17897e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98766 members 
Mstep: Class 2 contains 129964 members 
Entering Unmasked Estep 
Score: -31792256.000000 Penalty: 6120.787598
	Iteration 4Q: 3 clusters Score -3.179226e+07 nChanged 10527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91123 members 
Mstep: Class 2 contains 137607 members 
Entering Unmasked Estep 
Score: -31795998.000000 Penalty: 6120.787598
	Iteration 5Q: 3 clusters Score -3.1796e+07 nChanged 12730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81017 members 
Mstep: Class 2 contains 147713 members 
Entering Unmasked Estep 
Score: -31801012.000000 Penalty: 6120.787598
	Iteration 6F: 3 clusters Score -3.180101e+07 nChanged 14864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68629 members 
Mstep: Class 2 contains 160101 members 
Entering Unmasked Estep 
Score: -31808306.000000 Penalty: 6120.787598
	Iteration 7F: 3 clusters Score -3.180831e+07 nChanged 15389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 173304 members 
Entering Unmasked Estep 
Score: -31816324.000000 Penalty: 6120.787598
	Iteration 8F: 3 clusters Score -3.181632e+07 nChanged 13764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 184808 members 
Entering Unmasked Estep 
Score: -31824846.000000 Penalty: 6120.787598
	Iteration 9F: 3 clusters Score -3.182485e+07 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 192605 members 
Entering Unmasked Estep 
Score: -31831520.000000 Penalty: 6120.787598
	Iteration 10Q: 3 clusters Score -3.183152e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 196902 members 
Entering Unmasked Estep 
Score: -31835580.000000 Penalty: 6120.787598
	Iteration 11Q: 3 clusters Score -3.183558e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 199411 members 
Entering Unmasked Estep 
Score: -31837556.000000 Penalty: 6120.787598
	Iteration 12Q: 3 clusters Score -3.183756e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 201306 members 
Entering Unmasked Estep 
Score: -31837974.000000 Penalty: 6120.787598
	Iteration 13Q: 3 clusters Score -3.183797e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 202935 members 
Entering Unmasked Estep 
Score: -31838392.000000 Penalty: 6120.787598
	Iteration 14Q: 3 clusters Score -3.183839e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 204409 members 
Entering Unmasked Estep 
Score: -31838618.000000 Penalty: 6120.787598
	Iteration 15Q: 3 clusters Score -3.183862e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 205725 members 
Entering Unmasked Estep 
Score: -31838822.000000 Penalty: 6120.787598
	Iteration 16Q: 3 clusters Score -3.183882e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 206924 members 
Entering Unmasked Estep 
Score: -31839110.000000 Penalty: 6120.787598
	Iteration 17Q: 3 clusters Score -3.183911e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 208093 members 
Entering Unmasked Estep 
Score: -31839270.000000 Penalty: 6120.787598
	Iteration 18Q: 3 clusters Score -3.183927e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 209220 members 
Entering Unmasked Estep 
Score: -31839506.000000 Penalty: 6120.787598
	Iteration 19Q: 3 clusters Score -3.183951e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 210283 members 
Entering Unmasked Estep 
Score: -31839904.000000 Penalty: 6120.787598
	Iteration 20F: 3 clusters Score -3.18399e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 211291 members 
Entering Unmasked Estep 
Score: -31840196.000000 Penalty: 6120.787598
	Iteration 21Q: 3 clusters Score -3.18402e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 212261 members 
Entering Unmasked Estep 
Score: -31840406.000000 Penalty: 6120.787598
	Iteration 22Q: 3 clusters Score -3.184041e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 213223 members 
Entering Unmasked Estep 
Score: -31840722.000000 Penalty: 6120.787598
	Iteration 23Q: 3 clusters Score -3.184072e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 214196 members 
Entering Unmasked Estep 
Score: -31841608.000000 Penalty: 6120.787598
	Iteration 24Q: 3 clusters Score -3.184161e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 215106 members 
Entering Unmasked Estep 
Score: -31842562.000000 Penalty: 6120.787598
	Iteration 25Q: 3 clusters Score -3.184256e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 216013 members 
Entering Unmasked Estep 
Score: -31843304.000000 Penalty: 6120.787598
	Iteration 26Q: 3 clusters Score -3.18433e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 216895 members 
Entering Unmasked Estep 
Score: -31844054.000000 Penalty: 6120.787598
	Iteration 27Q: 3 clusters Score -3.184405e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 217734 members 
Entering Unmasked Estep 
Score: -31844822.000000 Penalty: 6120.787598
	Iteration 28Q: 3 clusters Score -3.184482e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 218551 members 
Entering Unmasked Estep 
Score: -31845500.000000 Penalty: 6120.787598
	Iteration 29Q: 3 clusters Score -3.18455e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 219288 members 
Entering Unmasked Estep 
Score: -31846122.000000 Penalty: 6120.787598
	Iteration 30Q: 3 clusters Score -3.184612e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 220013 members 
Entering Unmasked Estep 
Score: -31846702.000000 Penalty: 6120.787598
	Iteration 31Q: 3 clusters Score -3.18467e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 220700 members 
Entering Unmasked Estep 
Score: -31847288.000000 Penalty: 6120.787598
	Iteration 32Q: 3 clusters Score -3.184729e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 221295 members 
Entering Unmasked Estep 
Score: -31847858.000000 Penalty: 6120.787598
	Iteration 33Q: 3 clusters Score -3.184786e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 221812 members 
Entering Unmasked Estep 
Score: -31848350.000000 Penalty: 6120.787598
	Iteration 34Q: 3 clusters Score -3.184835e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 222258 members 
Entering Unmasked Estep 
Score: -31848804.000000 Penalty: 6120.787598
	Iteration 35Q: 3 clusters Score -3.18488e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 222708 members 
Entering Unmasked Estep 
Score: -31849250.000000 Penalty: 6120.787598
	Iteration 36Q: 3 clusters Score -3.184925e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 223075 members 
Entering Unmasked Estep 
Score: -31849718.000000 Penalty: 6120.787598
	Iteration 37Q: 3 clusters Score -3.184972e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 223372 members 
Entering Unmasked Estep 
Score: -31850112.000000 Penalty: 6120.787598
	Iteration 38Q: 3 clusters Score -3.185011e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 223623 members 
Entering Unmasked Estep 
Score: -31850496.000000 Penalty: 6120.787598
	Iteration 39Q: 3 clusters Score -3.18505e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 223852 members 
Entering Unmasked Estep 
Score: -31850658.000000 Penalty: 6120.787598
	Iteration 40F: 3 clusters Score -3.185066e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 224057 members 
Entering Unmasked Estep 
Score: -31850918.000000 Penalty: 6120.787598
	Iteration 41Q: 3 clusters Score -3.185092e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 224256 members 
Entering Unmasked Estep 
Score: -31851112.000000 Penalty: 6120.787598
	Iteration 42Q: 3 clusters Score -3.185111e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 224436 members 
Entering Unmasked Estep 
Score: -31851394.000000 Penalty: 6120.787598
	Iteration 43Q: 3 clusters Score -3.185139e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 224606 members 
Entering Unmasked Estep 
Score: -31851542.000000 Penalty: 6120.787598
	Iteration 44Q: 3 clusters Score -3.185154e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 224755 members 
Entering Unmasked Estep 
Score: -31851640.000000 Penalty: 6120.787598
	Iteration 45Q: 3 clusters Score -3.185164e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 224894 members 
Entering Unmasked Estep 
Score: -31851774.000000 Penalty: 6120.787598
	Iteration 46Q: 3 clusters Score -3.185177e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 225013 members 
Entering Unmasked Estep 
Score: -31851962.000000 Penalty: 6120.787598
	Iteration 47Q: 3 clusters Score -3.185196e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 225102 members 
Entering Unmasked Estep 
Score: -31852060.000000 Penalty: 6120.787598
	Iteration 48Q: 3 clusters Score -3.185206e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 225179 members 
Entering Unmasked Estep 
Score: -31852122.000000 Penalty: 6120.787598
	Iteration 49Q: 3 clusters Score -3.185212e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 225249 members 
Entering Unmasked Estep 
Score: -31852204.000000 Penalty: 6120.787598
	Iteration 50Q: 3 clusters Score -3.18522e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 225315 members 
Entering Unmasked Estep 
Score: -31852240.000000 Penalty: 6120.787598
	Iteration 51Q: 3 clusters Score -3.185224e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 225371 members 
Entering Unmasked Estep 
Score: -31852294.000000 Penalty: 6120.787598
	Iteration 52Q: 3 clusters Score -3.185229e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 225422 members 
Entering Unmasked Estep 
Score: -31852340.000000 Penalty: 6120.787598
	Iteration 53Q: 3 clusters Score -3.185234e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 225475 members 
Entering Unmasked Estep 
Score: -31852378.000000 Penalty: 6120.787598
	Iteration 54Q: 3 clusters Score -3.185238e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 225524 members 
Entering Unmasked Estep 
Score: -31852416.000000 Penalty: 6120.787598
	Iteration 55Q: 3 clusters Score -3.185242e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 225570 members 
Entering Unmasked Estep 
Score: -31852430.000000 Penalty: 6120.787598
	Iteration 56Q: 3 clusters Score -3.185243e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 225611 members 
Entering Unmasked Estep 
Score: -31852442.000000 Penalty: 6120.787598
	Iteration 57Q: 3 clusters Score -3.185244e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 225651 members 
Entering Unmasked Estep 
Score: -31852508.000000 Penalty: 6120.787598
	Iteration 58Q: 3 clusters Score -3.185251e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 225692 members 
Entering Unmasked Estep 
Score: -31852544.000000 Penalty: 6120.787598
	Iteration 59Q: 3 clusters Score -3.185254e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 225721 members 
Entering Unmasked Estep 
Score: -31852550.000000 Penalty: 6120.787598
	Iteration 60F: 3 clusters Score -3.185255e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 225751 members 
Entering Unmasked Estep 
Score: -31852546.000000 Penalty: 6120.787598
	Iteration 61Q: 3 clusters Score -3.185255e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 225779 members 
Entering Unmasked Estep 
Score: -31852566.000000 Penalty: 6120.787598
	Iteration 62Q: 3 clusters Score -3.185257e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 225809 members 
Entering Unmasked Estep 
Score: -31852558.000000 Penalty: 6120.787598
	Iteration 63Q: 3 clusters Score -3.185256e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 225846 members 
Entering Unmasked Estep 
Score: -31852588.000000 Penalty: 6120.787598
	Iteration 64Q: 3 clusters Score -3.185259e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 225879 members 
Entering Unmasked Estep 
Score: -31852658.000000 Penalty: 6120.787598
	Iteration 65Q: 3 clusters Score -3.185266e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 225897 members 
Entering Unmasked Estep 
Score: -31852666.000000 Penalty: 6120.787598
	Iteration 66Q: 3 clusters Score -3.185267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 225907 members 
Entering Unmasked Estep 
Score: -31852702.000000 Penalty: 6120.787598
	Iteration 67Q: 3 clusters Score -3.18527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 225916 members 
Entering Unmasked Estep 
Score: -31852700.000000 Penalty: 6120.787598
	Iteration 68Q: 3 clusters Score -3.18527e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 225928 members 
Entering Unmasked Estep 
Score: -31852702.000000 Penalty: 6120.787598
	Iteration 69Q: 3 clusters Score -3.18527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 225932 members 
Entering Unmasked Estep 
Score: -31852712.000000 Penalty: 6120.787598
	Iteration 70Q: 3 clusters Score -3.185271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 225935 members 
Entering Unmasked Estep 
Score: -31852738.000000 Penalty: 6120.787598
	Iteration 71Q: 3 clusters Score -3.185274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 225936 members 
Entering Unmasked Estep 
Score: -31852744.000000 Penalty: 6120.787598
	Iteration 72Q: 3 clusters Score -3.185274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 225939 members 
Entering Unmasked Estep 
Score: -31852734.000000 Penalty: 6120.787598
	Iteration 73Q: 3 clusters Score -3.185273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 225944 members 
Entering Unmasked Estep 
Score: -31852738.000000 Penalty: 6120.787598
	Iteration 74Q: 3 clusters Score -3.185274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 225951 members 
Entering Unmasked Estep 
Score: -31852730.000000 Penalty: 6120.787598
	Iteration 75Q: 3 clusters Score -3.185273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 225959 members 
Entering Unmasked Estep 
Score: -31852742.000000 Penalty: 6120.787598
	Iteration 76Q: 3 clusters Score -3.185274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 225970 members 
Entering Unmasked Estep 
Score: -31852766.000000 Penalty: 6120.787598
	Iteration 77Q: 3 clusters Score -3.185277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 225982 members 
Entering Unmasked Estep 
Score: -31852770.000000 Penalty: 6120.787598
	Iteration 78Q: 3 clusters Score -3.185277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 225987 members 
Entering Unmasked Estep 
Score: -31852762.000000 Penalty: 6120.787598
	Iteration 79Q: 3 clusters Score -3.185276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 225995 members 
Entering Unmasked Estep 
Score: -31852766.000000 Penalty: 6120.787598
	Iteration 80F: 3 clusters Score -3.185277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 226005 members 
Entering Unmasked Estep 
Score: -31852764.000000 Penalty: 6120.787598
	Iteration 81Q: 3 clusters Score -3.185276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 226012 members 
Entering Unmasked Estep 
Score: -31852764.000000 Penalty: 6120.787598
	Iteration 82Q: 3 clusters Score -3.185276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 226020 members 
Entering Unmasked Estep 
Score: -31852770.000000 Penalty: 6120.787598
	Iteration 83Q: 3 clusters Score -3.185277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 226028 members 
Entering Unmasked Estep 
Score: -31852782.000000 Penalty: 6120.787598
	Iteration 84Q: 3 clusters Score -3.185278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 226033 members 
Entering Unmasked Estep 
Score: -31852764.000000 Penalty: 6120.787598
	Iteration 85Q: 3 clusters Score -3.185276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 226037 members 
Entering Unmasked Estep 
Score: -31852782.000000 Penalty: 6120.787598
	Iteration 86Q: 3 clusters Score -3.185278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 226037 members 
Entering Unmasked Estep 
Score: -31852778.000000 Penalty: 6120.787598
	Iteration 87Q: 3 clusters Score -3.185278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 226038 members 
Entering Unmasked Estep 
Score: -31852772.000000 Penalty: 6120.787598
	Iteration 88Q: 3 clusters Score -3.185277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 226039 members 
Entering Unmasked Estep 
Score: -31852762.000000 Penalty: 6120.787598
	Iteration 89Q: 3 clusters Score -3.185276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 226041 members 
Entering Unmasked Estep 
Score: -31852758.000000 Penalty: 6120.787598
	Iteration 90Q: 3 clusters Score -3.185276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 226041 members 
Entering Unmasked Estep 
Score: -31852758.000000 Penalty: 6120.787598
	Iteration 91F: 3 clusters Score -3.185276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Entering Unmasked Estep 
Score: -442767.375000 Penalty: 2014.789307
	Iteration 0F: 2 clusters Score -442767.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -439200.843750 Penalty: 4029.578613
	Iteration 0F: 3 clusters Score -439200.8 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -439920.062500 Penalty: 4029.578613
	Iteration 1F: 3 clusters Score -439920.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -440110.468750 Penalty: 4029.578613
	Iteration 2F: 3 clusters Score -440110.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -440224.562500 Penalty: 4029.578613
	Iteration 3F: 3 clusters Score -440224.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -440289.031250 Penalty: 4029.578613
	Iteration 4Q: 3 clusters Score -440289 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -440328.937500 Penalty: 4029.578613
	Iteration 5Q: 3 clusters Score -440328.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -440358.500000 Penalty: 4029.578613
	Iteration 6Q: 3 clusters Score -440358.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -440387.062500 Penalty: 4029.578613
	Iteration 7Q: 3 clusters Score -440387.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -440423.125000 Penalty: 4029.578613
	Iteration 8Q: 3 clusters Score -440423.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -440456.531250 Penalty: 4029.578613
	Iteration 9Q: 3 clusters Score -440456.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -440495.031250 Penalty: 4029.578613
	Iteration 10Q: 3 clusters Score -440495 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -440544.906250 Penalty: 4029.578613
	Iteration 11Q: 3 clusters Score -440544.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -440576.500000 Penalty: 4029.578613
	Iteration 12Q: 3 clusters Score -440576.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -440612.312500 Penalty: 4029.578613
	Iteration 13Q: 3 clusters Score -440612.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -440655.500000 Penalty: 4029.578613
	Iteration 14Q: 3 clusters Score -440655.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -440705.125000 Penalty: 4029.578613
	Iteration 15Q: 3 clusters Score -440705.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -440743.625000 Penalty: 4029.578613
	Iteration 16Q: 3 clusters Score -440743.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -440775.437500 Penalty: 4029.578613
	Iteration 17Q: 3 clusters Score -440775.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -440799.625000 Penalty: 4029.578613
	Iteration 18Q: 3 clusters Score -440799.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -440830.187500 Penalty: 4029.578613
	Iteration 19Q: 3 clusters Score -440830.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -440855.468750 Penalty: 4029.578613
	Iteration 20F: 3 clusters Score -440855.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -440881.125000 Penalty: 4029.578613
	Iteration 21Q: 3 clusters Score -440881.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -440902.781250 Penalty: 4029.578613
	Iteration 22Q: 3 clusters Score -440902.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -440921.875000 Penalty: 4029.578613
	Iteration 23Q: 3 clusters Score -440921.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -440936.593750 Penalty: 4029.578613
	Iteration 24Q: 3 clusters Score -440936.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -440956.562500 Penalty: 4029.578613
	Iteration 25Q: 3 clusters Score -440956.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -440989.812500 Penalty: 4029.578613
	Iteration 26Q: 3 clusters Score -440989.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -441020.562500 Penalty: 4029.578613
	Iteration 27Q: 3 clusters Score -441020.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -441051.937500 Penalty: 4029.578613
	Iteration 28Q: 3 clusters Score -441051.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -441084.093750 Penalty: 4029.578613
	Iteration 29Q: 3 clusters Score -441084.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -441114.718750 Penalty: 4029.578613
	Iteration 30Q: 3 clusters Score -441114.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -441132.968750 Penalty: 4029.578613
	Iteration 31Q: 3 clusters Score -441133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -441145.000000 Penalty: 4029.578613
	Iteration 32Q: 3 clusters Score -441145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -441153.187500 Penalty: 4029.578613
	Iteration 33Q: 3 clusters Score -441153.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -441164.531250 Penalty: 4029.578613
	Iteration 34Q: 3 clusters Score -441164.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -441179.531250 Penalty: 4029.578613
	Iteration 35Q: 3 clusters Score -441179.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -441191.343750 Penalty: 4029.578613
	Iteration 36Q: 3 clusters Score -441191.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -441198.062500 Penalty: 4029.578613
	Iteration 37Q: 3 clusters Score -441198.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -441204.375000 Penalty: 4029.578613
	Iteration 38Q: 3 clusters Score -441204.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -441210.906250 Penalty: 4029.578613
	Iteration 39Q: 3 clusters Score -441210.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -441216.406250 Penalty: 4029.578613
	Iteration 40F: 3 clusters Score -441216.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -441217.750000 Penalty: 4029.578613
	Iteration 41Q: 3 clusters Score -441217.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -441217.750000 Penalty: 4029.578613
	Iteration 42Q: 3 clusters Score -441217.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -441217.781250 Penalty: 4029.578613
	Iteration 43Q: 3 clusters Score -441217.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -441218.468750 Penalty: 4029.578613
	Iteration 44Q: 3 clusters Score -441218.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -441218.375000 Penalty: 4029.578613
	Iteration 45Q: 3 clusters Score -441218.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -441218.312500 Penalty: 4029.578613
	Iteration 46Q: 3 clusters Score -441218.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -441220.187500 Penalty: 4029.578613
	Iteration 47Q: 3 clusters Score -441220.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -441221.406250 Penalty: 4029.578613
	Iteration 48Q: 3 clusters Score -441221.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -441222.656250 Penalty: 4029.578613
	Iteration 49Q: 3 clusters Score -441222.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -441223.500000 Penalty: 4029.578613
	Iteration 50Q: 3 clusters Score -441223.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -441223.875000 Penalty: 4029.578613
	Iteration 51Q: 3 clusters Score -441223.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -441225.875000 Penalty: 4029.578613
	Iteration 52Q: 3 clusters Score -441225.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -441226.781250 Penalty: 4029.578613
	Iteration 53Q: 3 clusters Score -441226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -441227.843750 Penalty: 4029.578613
	Iteration 54Q: 3 clusters Score -441227.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -441229.687500 Penalty: 4029.578613
	Iteration 55Q: 3 clusters Score -441229.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -441229.156250 Penalty: 4029.578613
	Iteration 56Q: 3 clusters Score -441229.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -441231.937500 Penalty: 4029.578613
	Iteration 57Q: 3 clusters Score -441231.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -441233.625000 Penalty: 4029.578613
	Iteration 58Q: 3 clusters Score -441233.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -441236.031250 Penalty: 4029.578613
	Iteration 59Q: 3 clusters Score -441236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -441238.843750 Penalty: 4029.578613
	Iteration 60F: 3 clusters Score -441238.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -441242.781250 Penalty: 4029.578613
	Iteration 61Q: 3 clusters Score -441242.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -441246.031250 Penalty: 4029.578613
	Iteration 62Q: 3 clusters Score -441246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -441250.812500 Penalty: 4029.578613
	Iteration 63Q: 3 clusters Score -441250.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -441257.500000 Penalty: 4029.578613
	Iteration 64Q: 3 clusters Score -441257.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -441262.593750 Penalty: 4029.578613
	Iteration 65Q: 3 clusters Score -441262.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -441268.562500 Penalty: 4029.578613
	Iteration 66Q: 3 clusters Score -441268.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -441275.093750 Penalty: 4029.578613
	Iteration 67Q: 3 clusters Score -441275.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -441281.750000 Penalty: 4029.578613
	Iteration 68Q: 3 clusters Score -441281.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -441286.125000 Penalty: 4029.578613
	Iteration 69Q: 3 clusters Score -441286.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -441292.156250 Penalty: 4029.578613
	Iteration 70Q: 3 clusters Score -441292.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -441296.281250 Penalty: 4029.578613
	Iteration 71Q: 3 clusters Score -441296.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -441298.843750 Penalty: 4029.578613
	Iteration 72Q: 3 clusters Score -441298.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -441304.000000 Penalty: 4029.578613
	Iteration 73Q: 3 clusters Score -441304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -441306.812500 Penalty: 4029.578613
	Iteration 74Q: 3 clusters Score -441306.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -441309.343750 Penalty: 4029.578613
	Iteration 75Q: 3 clusters Score -441309.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -441311.562500 Penalty: 4029.578613
	Iteration 76Q: 3 clusters Score -441311.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -441314.906250 Penalty: 4029.578613
	Iteration 77Q: 3 clusters Score -441314.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -441318.812500 Penalty: 4029.578613
	Iteration 78Q: 3 clusters Score -441318.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -441323.656250 Penalty: 4029.578613
	Iteration 79Q: 3 clusters Score -441323.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -441329.375000 Penalty: 4029.578613
	Iteration 80F: 3 clusters Score -441329.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -441330.312500 Penalty: 4029.578613
	Iteration 81Q: 3 clusters Score -441330.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -441332.906250 Penalty: 4029.578613
	Iteration 82Q: 3 clusters Score -441332.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -441334.875000 Penalty: 4029.578613
	Iteration 83Q: 3 clusters Score -441334.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -441340.406250 Penalty: 4029.578613
	Iteration 84Q: 3 clusters Score -441340.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -441341.812500 Penalty: 4029.578613
	Iteration 85Q: 3 clusters Score -441341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -441342.156250 Penalty: 4029.578613
	Iteration 86Q: 3 clusters Score -441342.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -441343.656250 Penalty: 4029.578613
	Iteration 87Q: 3 clusters Score -441343.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -441343.375000 Penalty: 4029.578613
	Iteration 88Q: 3 clusters Score -441343.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -441343.375000 Penalty: 4029.578613
	Iteration 89F: 3 clusters Score -441343.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (198004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198004 members 
Entering Unmasked Estep 
Score: -27674934.000000 Penalty: 3024.618408
	Iteration 0F: 2 clusters Score -2.767493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98988 members 
Mstep: Class 2 contains 99016 members 
Entering Unmasked Estep 
Score: -27553740.000000 Penalty: 6049.236816
	Iteration 0F: 3 clusters Score -2.755374e+07 nChanged 95183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98839 members 
Mstep: Class 2 contains 99165 members 
Entering Unmasked Estep 
Score: -27608630.000000 Penalty: 6049.236816
	Iteration 1F: 3 clusters Score -2.760863e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98775 members 
Mstep: Class 2 contains 99229 members 
Entering Unmasked Estep 
Score: -27609228.000000 Penalty: 6049.236816
	Iteration 2Q: 3 clusters Score -2.760923e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98737 members 
Mstep: Class 2 contains 99267 members 
Entering Unmasked Estep 
Score: -27609840.000000 Penalty: 6049.236816
	Iteration 3Q: 3 clusters Score -2.760984e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98809 members 
Mstep: Class 2 contains 99195 members 
Entering Unmasked Estep 
Score: -27610516.000000 Penalty: 6049.236816
	Iteration 4Q: 3 clusters Score -2.761052e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98762 members 
Mstep: Class 2 contains 99242 members 
Entering Unmasked Estep 
Score: -27611166.000000 Penalty: 6049.236816
	Iteration 5Q: 3 clusters Score -2.761117e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98645 members 
Mstep: Class 2 contains 99359 members 
Entering Unmasked Estep 
Score: -27611888.000000 Penalty: 6049.236816
	Iteration 6Q: 3 clusters Score -2.761189e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98439 members 
Mstep: Class 2 contains 99565 members 
Entering Unmasked Estep 
Score: -27612598.000000 Penalty: 6049.236816
	Iteration 7Q: 3 clusters Score -2.76126e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98083 members 
Mstep: Class 2 contains 99921 members 
Entering Unmasked Estep 
Score: -27613430.000000 Penalty: 6049.236816
	Iteration 8Q: 3 clusters Score -2.761343e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97534 members 
Mstep: Class 2 contains 100470 members 
Entering Unmasked Estep 
Score: -27614830.000000 Penalty: 6049.236816
	Iteration 9Q: 3 clusters Score -2.761483e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96819 members 
Mstep: Class 2 contains 101185 members 
Entering Unmasked Estep 
Score: -27617024.000000 Penalty: 6049.236816
	Iteration 10Q: 3 clusters Score -2.761702e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95942 members 
Mstep: Class 2 contains 102062 members 
Entering Unmasked Estep 
Score: -27620328.000000 Penalty: 6049.236816
	Iteration 11Q: 3 clusters Score -2.762033e+07 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94842 members 
Mstep: Class 2 contains 103162 members 
Entering Unmasked Estep 
Score: -27625804.000000 Penalty: 6049.236816
	Iteration 12Q: 3 clusters Score -2.76258e+07 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93678 members 
Mstep: Class 2 contains 104326 members 
Entering Unmasked Estep 
Score: -27633950.000000 Penalty: 6049.236816
	Iteration 13F: 3 clusters Score -2.763395e+07 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92547 members 
Mstep: Class 2 contains 105457 members 
Entering Unmasked Estep 
Score: -27641778.000000 Penalty: 6049.236816
	Iteration 14F: 3 clusters Score -2.764178e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91698 members 
Mstep: Class 2 contains 106306 members 
Entering Unmasked Estep 
Score: -27645710.000000 Penalty: 6049.236816
	Iteration 15Q: 3 clusters Score -2.764571e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90844 members 
Mstep: Class 2 contains 107160 members 
Entering Unmasked Estep 
Score: -27646882.000000 Penalty: 6049.236816
	Iteration 16Q: 3 clusters Score -2.764688e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90081 members 
Mstep: Class 2 contains 107923 members 
Entering Unmasked Estep 
Score: -27647120.000000 Penalty: 6049.236816
	Iteration 17Q: 3 clusters Score -2.764712e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89295 members 
Mstep: Class 2 contains 108709 members 
Entering Unmasked Estep 
Score: -27647328.000000 Penalty: 6049.236816
	Iteration 18Q: 3 clusters Score -2.764733e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88402 members 
Mstep: Class 2 contains 109602 members 
Entering Unmasked Estep 
Score: -27647466.000000 Penalty: 6049.236816
	Iteration 19Q: 3 clusters Score -2.764747e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87372 members 
Mstep: Class 2 contains 110632 members 
Entering Unmasked Estep 
Score: -27647564.000000 Penalty: 6049.236816
	Iteration 20F: 3 clusters Score -2.764756e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86236 members 
Mstep: Class 2 contains 111768 members 
Entering Unmasked Estep 
Score: -27647720.000000 Penalty: 6049.236816
	Iteration 21Q: 3 clusters Score -2.764772e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84975 members 
Mstep: Class 2 contains 113029 members 
Entering Unmasked Estep 
Score: -27647820.000000 Penalty: 6049.236816
	Iteration 22Q: 3 clusters Score -2.764782e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83596 members 
Mstep: Class 2 contains 114408 members 
Entering Unmasked Estep 
Score: -27648012.000000 Penalty: 6049.236816
	Iteration 23Q: 3 clusters Score -2.764801e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 115940 members 
Entering Unmasked Estep 
Score: -27648068.000000 Penalty: 6049.236816
	Iteration 24Q: 3 clusters Score -2.764807e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 117604 members 
Entering Unmasked Estep 
Score: -27648272.000000 Penalty: 6049.236816
	Iteration 25Q: 3 clusters Score -2.764827e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78647 members 
Mstep: Class 2 contains 119357 members 
Entering Unmasked Estep 
Score: -27648534.000000 Penalty: 6049.236816
	Iteration 26Q: 3 clusters Score -2.764853e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76662 members 
Mstep: Class 2 contains 121342 members 
Entering Unmasked Estep 
Score: -27648820.000000 Penalty: 6049.236816
	Iteration 27Q: 3 clusters Score -2.764882e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74529 members 
Mstep: Class 2 contains 123475 members 
Entering Unmasked Estep 
Score: -27649180.000000 Penalty: 6049.236816
	Iteration 28Q: 3 clusters Score -2.764918e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72259 members 
Mstep: Class 2 contains 125745 members 
Entering Unmasked Estep 
Score: -27649762.000000 Penalty: 6049.236816
	Iteration 29Q: 3 clusters Score -2.764976e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69917 members 
Mstep: Class 2 contains 128087 members 
Entering Unmasked Estep 
Score: -27650100.000000 Penalty: 6049.236816
	Iteration 30Q: 3 clusters Score -2.76501e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67389 members 
Mstep: Class 2 contains 130615 members 
Entering Unmasked Estep 
Score: -27650646.000000 Penalty: 6049.236816
	Iteration 31Q: 3 clusters Score -2.765065e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64730 members 
Mstep: Class 2 contains 133274 members 
Entering Unmasked Estep 
Score: -27651364.000000 Penalty: 6049.236816
	Iteration 32Q: 3 clusters Score -2.765136e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61919 members 
Mstep: Class 2 contains 136085 members 
Entering Unmasked Estep 
Score: -27651832.000000 Penalty: 6049.236816
	Iteration 33Q: 3 clusters Score -2.765183e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 139001 members 
Entering Unmasked Estep 
Score: -27652388.000000 Penalty: 6049.236816
	Iteration 34Q: 3 clusters Score -2.765239e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56075 members 
Mstep: Class 2 contains 141929 members 
Entering Unmasked Estep 
Score: -27653056.000000 Penalty: 6049.236816
	Iteration 35Q: 3 clusters Score -2.765306e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 144907 members 
Entering Unmasked Estep 
Score: -27653704.000000 Penalty: 6049.236816
	Iteration 36Q: 3 clusters Score -2.76537e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 147944 members 
Entering Unmasked Estep 
Score: -27654476.000000 Penalty: 6049.236816
	Iteration 37Q: 3 clusters Score -2.765448e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 150905 members 
Entering Unmasked Estep 
Score: -27655452.000000 Penalty: 6049.236816
	Iteration 38Q: 3 clusters Score -2.765545e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 153666 members 
Entering Unmasked Estep 
Score: -27656058.000000 Penalty: 6049.236816
	Iteration 39Q: 3 clusters Score -2.765606e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 156290 members 
Entering Unmasked Estep 
Score: -27656556.000000 Penalty: 6049.236816
	Iteration 40F: 3 clusters Score -2.765656e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 158840 members 
Entering Unmasked Estep 
Score: -27657250.000000 Penalty: 6049.236816
	Iteration 41Q: 3 clusters Score -2.765725e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 161307 members 
Entering Unmasked Estep 
Score: -27657946.000000 Penalty: 6049.236816
	Iteration 42Q: 3 clusters Score -2.765795e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 163584 members 
Entering Unmasked Estep 
Score: -27658430.000000 Penalty: 6049.236816
	Iteration 43Q: 3 clusters Score -2.765843e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 165656 members 
Entering Unmasked Estep 
Score: -27658974.000000 Penalty: 6049.236816
	Iteration 44Q: 3 clusters Score -2.765897e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 167664 members 
Entering Unmasked Estep 
Score: -27659286.000000 Penalty: 6049.236816
	Iteration 45Q: 3 clusters Score -2.765929e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 169603 members 
Entering Unmasked Estep 
Score: -27659822.000000 Penalty: 6049.236816
	Iteration 46Q: 3 clusters Score -2.765982e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 171463 members 
Entering Unmasked Estep 
Score: -27660346.000000 Penalty: 6049.236816
	Iteration 47Q: 3 clusters Score -2.766035e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 173221 members 
Entering Unmasked Estep 
Score: -27660756.000000 Penalty: 6049.236816
	Iteration 48Q: 3 clusters Score -2.766076e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 174895 members 
Entering Unmasked Estep 
Score: -27661204.000000 Penalty: 6049.236816
	Iteration 49Q: 3 clusters Score -2.76612e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 176570 members 
Entering Unmasked Estep 
Score: -27661670.000000 Penalty: 6049.236816
	Iteration 50Q: 3 clusters Score -2.766167e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 178154 members 
Entering Unmasked Estep 
Score: -27662224.000000 Penalty: 6049.236816
	Iteration 51Q: 3 clusters Score -2.766222e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 179671 members 
Entering Unmasked Estep 
Score: -27662664.000000 Penalty: 6049.236816
	Iteration 52Q: 3 clusters Score -2.766266e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 181113 members 
Entering Unmasked Estep 
Score: -27663256.000000 Penalty: 6049.236816
	Iteration 53Q: 3 clusters Score -2.766326e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 182516 members 
Entering Unmasked Estep 
Score: -27663652.000000 Penalty: 6049.236816
	Iteration 54Q: 3 clusters Score -2.766365e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 183839 members 
Entering Unmasked Estep 
Score: -27664192.000000 Penalty: 6049.236816
	Iteration 55Q: 3 clusters Score -2.766419e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 185108 members 
Entering Unmasked Estep 
Score: -27664696.000000 Penalty: 6049.236816
	Iteration 56Q: 3 clusters Score -2.76647e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 186348 members 
Entering Unmasked Estep 
Score: -27665188.000000 Penalty: 6049.236816
	Iteration 57Q: 3 clusters Score -2.766519e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 187510 members 
Entering Unmasked Estep 
Score: -27665852.000000 Penalty: 6049.236816
	Iteration 58Q: 3 clusters Score -2.766585e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 188595 members 
Entering Unmasked Estep 
Score: -27666448.000000 Penalty: 6049.236816
	Iteration 59Q: 3 clusters Score -2.766645e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 189622 members 
Entering Unmasked Estep 
Score: -27666908.000000 Penalty: 6049.236816
	Iteration 60F: 3 clusters Score -2.766691e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 190527 members 
Entering Unmasked Estep 
Score: -27667444.000000 Penalty: 6049.236816
	Iteration 61Q: 3 clusters Score -2.766744e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 191355 members 
Entering Unmasked Estep 
Score: -27667934.000000 Penalty: 6049.236816
	Iteration 62Q: 3 clusters Score -2.766793e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 192102 members 
Entering Unmasked Estep 
Score: -27668586.000000 Penalty: 6049.236816
	Iteration 63Q: 3 clusters Score -2.766859e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 192810 members 
Entering Unmasked Estep 
Score: -27669182.000000 Penalty: 6049.236816
	Iteration 64Q: 3 clusters Score -2.766918e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 193429 members 
Entering Unmasked Estep 
Score: -27669636.000000 Penalty: 6049.236816
	Iteration 65Q: 3 clusters Score -2.766964e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 193942 members 
Entering Unmasked Estep 
Score: -27669954.000000 Penalty: 6049.236816
	Iteration 66Q: 3 clusters Score -2.766995e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 194395 members 
Entering Unmasked Estep 
Score: -27670252.000000 Penalty: 6049.236816
	Iteration 67Q: 3 clusters Score -2.767025e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 194783 members 
Entering Unmasked Estep 
Score: -27670526.000000 Penalty: 6049.236816
	Iteration 68Q: 3 clusters Score -2.767053e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 195125 members 
Entering Unmasked Estep 
Score: -27670804.000000 Penalty: 6049.236816
	Iteration 69Q: 3 clusters Score -2.76708e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 195439 members 
Entering Unmasked Estep 
Score: -27671024.000000 Penalty: 6049.236816
	Iteration 70Q: 3 clusters Score -2.767102e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 195701 members 
Entering Unmasked Estep 
Score: -27671158.000000 Penalty: 6049.236816
	Iteration 71Q: 3 clusters Score -2.767116e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 195882 members 
Entering Unmasked Estep 
Score: -27671226.000000 Penalty: 6049.236816
	Iteration 72Q: 3 clusters Score -2.767123e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 196039 members 
Entering Unmasked Estep 
Score: -27671276.000000 Penalty: 6049.236816
	Iteration 73Q: 3 clusters Score -2.767128e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 196193 members 
Entering Unmasked Estep 
Score: -27671400.000000 Penalty: 6049.236816
	Iteration 74Q: 3 clusters Score -2.76714e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 196340 members 
Entering Unmasked Estep 
Score: -27671512.000000 Penalty: 6049.236816
	Iteration 75Q: 3 clusters Score -2.767151e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 196468 members 
Entering Unmasked Estep 
Score: -27671590.000000 Penalty: 6049.236816
	Iteration 76Q: 3 clusters Score -2.767159e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 196570 members 
Entering Unmasked Estep 
Score: -27671726.000000 Penalty: 6049.236816
	Iteration 77Q: 3 clusters Score -2.767173e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 196648 members 
Entering Unmasked Estep 
Score: -27671782.000000 Penalty: 6049.236816
	Iteration 78Q: 3 clusters Score -2.767178e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 196704 members 
Entering Unmasked Estep 
Score: -27671810.000000 Penalty: 6049.236816
	Iteration 79Q: 3 clusters Score -2.767181e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 196746 members 
Entering Unmasked Estep 
Score: -27671832.000000 Penalty: 6049.236816
	Iteration 80F: 3 clusters Score -2.767183e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 196788 members 
Entering Unmasked Estep 
Score: -27671882.000000 Penalty: 6049.236816
	Iteration 81Q: 3 clusters Score -2.767188e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 196823 members 
Entering Unmasked Estep 
Score: -27671900.000000 Penalty: 6049.236816
	Iteration 82Q: 3 clusters Score -2.76719e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 196848 members 
Entering Unmasked Estep 
Score: -27671926.000000 Penalty: 6049.236816
	Iteration 83Q: 3 clusters Score -2.767193e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 196878 members 
Entering Unmasked Estep 
Score: -27671976.000000 Penalty: 6049.236816
	Iteration 84Q: 3 clusters Score -2.767198e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 196902 members 
Entering Unmasked Estep 
Score: -27671974.000000 Penalty: 6049.236816
	Iteration 85Q: 3 clusters Score -2.767197e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 196936 members 
Entering Unmasked Estep 
Score: -27671998.000000 Penalty: 6049.236816
	Iteration 86Q: 3 clusters Score -2.7672e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 196967 members 
Entering Unmasked Estep 
Score: -27672032.000000 Penalty: 6049.236816
	Iteration 87Q: 3 clusters Score -2.767203e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 196990 members 
Entering Unmasked Estep 
Score: -27672062.000000 Penalty: 6049.236816
	Iteration 88Q: 3 clusters Score -2.767206e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 197006 members 
Entering Unmasked Estep 
Score: -27672080.000000 Penalty: 6049.236816
	Iteration 89Q: 3 clusters Score -2.767208e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 197026 members 
Entering Unmasked Estep 
Score: -27672098.000000 Penalty: 6049.236816
	Iteration 90Q: 3 clusters Score -2.76721e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 197041 members 
Entering Unmasked Estep 
Score: -27672080.000000 Penalty: 6049.236816
	Iteration 91Q: 3 clusters Score -2.767208e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 197062 members 
Entering Unmasked Estep 
Score: -27672144.000000 Penalty: 6049.236816
	Iteration 92Q: 3 clusters Score -2.767214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 197075 members 
Entering Unmasked Estep 
Score: -27672164.000000 Penalty: 6049.236816
	Iteration 93Q: 3 clusters Score -2.767216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 197087 members 
Entering Unmasked Estep 
Score: -27672192.000000 Penalty: 6049.236816
	Iteration 94Q: 3 clusters Score -2.767219e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 197100 members 
Entering Unmasked Estep 
Score: -27672186.000000 Penalty: 6049.236816
	Iteration 95Q: 3 clusters Score -2.767219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 197108 members 
Entering Unmasked Estep 
Score: -27672176.000000 Penalty: 6049.236816
	Iteration 96Q: 3 clusters Score -2.767218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 197119 members 
Entering Unmasked Estep 
Score: -27672180.000000 Penalty: 6049.236816
	Iteration 97Q: 3 clusters Score -2.767218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197128 members 
Entering Unmasked Estep 
Score: -27672186.000000 Penalty: 6049.236816
	Iteration 98Q: 3 clusters Score -2.767219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 197137 members 
Entering Unmasked Estep 
Score: -27672192.000000 Penalty: 6049.236816
	Iteration 99Q: 3 clusters Score -2.767219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 197145 members 
Entering Unmasked Estep 
Score: -27672212.000000 Penalty: 6049.236816
	Iteration 100F: 3 clusters Score -2.767221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 197152 members 
Entering Unmasked Estep 
Score: -27672216.000000 Penalty: 6049.236816
	Iteration 101Q: 3 clusters Score -2.767222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 197157 members 
Entering Unmasked Estep 
Score: -27672208.000000 Penalty: 6049.236816
	Iteration 102Q: 3 clusters Score -2.767221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 197162 members 
Entering Unmasked Estep 
Score: -27672238.000000 Penalty: 6049.236816
	Iteration 103Q: 3 clusters Score -2.767224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 197169 members 
Entering Unmasked Estep 
Score: -27672240.000000 Penalty: 6049.236816
	Iteration 104Q: 3 clusters Score -2.767224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 197170 members 
Entering Unmasked Estep 
Score: -27672214.000000 Penalty: 6049.236816
	Iteration 105Q: 3 clusters Score -2.767221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 197169 members 
Entering Unmasked Estep 
Score: -27672226.000000 Penalty: 6049.236816
	Iteration 106Q: 3 clusters Score -2.767223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 197168 members 
Entering Unmasked Estep 
Score: -27672226.000000 Penalty: 6049.236816
	Iteration 107Q: 3 clusters Score -2.767223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 197168 members 
Entering Unmasked Estep 
Score: -27672228.000000 Penalty: 6049.236816
	Iteration 108Q: 3 clusters Score -2.767223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 197170 members 
Entering Unmasked Estep 
Score: -27672204.000000 Penalty: 6049.236816
	Iteration 109Q: 3 clusters Score -2.76722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 197170 members 
Entering Unmasked Estep 
Score: -27672204.000000 Penalty: 6049.236816
	Iteration 110F: 3 clusters Score -2.76722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Entering Unmasked Estep 
Score: -514658.156250 Penalty: 2053.364990
	Iteration 0F: 2 clusters Score -514658.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -510859.968750 Penalty: 4106.729980
	Iteration 0F: 3 clusters Score -510860 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -511687.812500 Penalty: 4106.729980
	Iteration 1F: 3 clusters Score -511687.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -511858.531250 Penalty: 4106.729980
	Iteration 2F: 3 clusters Score -511858.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -511949.187500 Penalty: 4106.729980
	Iteration 3Q: 3 clusters Score -511949.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -512017.500000 Penalty: 4106.729980
	Iteration 4Q: 3 clusters Score -512017.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -512068.343750 Penalty: 4106.729980
	Iteration 5Q: 3 clusters Score -512068.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -512098.437500 Penalty: 4106.729980
	Iteration 6Q: 3 clusters Score -512098.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -512122.281250 Penalty: 4106.729980
	Iteration 7Q: 3 clusters Score -512122.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -512146.031250 Penalty: 4106.729980
	Iteration 8Q: 3 clusters Score -512146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -512167.906250 Penalty: 4106.729980
	Iteration 9Q: 3 clusters Score -512167.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -512187.343750 Penalty: 4106.729980
	Iteration 10Q: 3 clusters Score -512187.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -512200.156250 Penalty: 4106.729980
	Iteration 11Q: 3 clusters Score -512200.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -512209.500000 Penalty: 4106.729980
	Iteration 12Q: 3 clusters Score -512209.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -512219.437500 Penalty: 4106.729980
	Iteration 13Q: 3 clusters Score -512219.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -512229.281250 Penalty: 4106.729980
	Iteration 14Q: 3 clusters Score -512229.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -512235.968750 Penalty: 4106.729980
	Iteration 15Q: 3 clusters Score -512236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -512240.812500 Penalty: 4106.729980
	Iteration 16Q: 3 clusters Score -512240.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -512252.187500 Penalty: 4106.729980
	Iteration 17Q: 3 clusters Score -512252.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -512262.093750 Penalty: 4106.729980
	Iteration 18Q: 3 clusters Score -512262.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -512270.937500 Penalty: 4106.729980
	Iteration 19Q: 3 clusters Score -512270.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -512277.343750 Penalty: 4106.729980
	Iteration 20F: 3 clusters Score -512277.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -512281.750000 Penalty: 4106.729980
	Iteration 21Q: 3 clusters Score -512281.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -512285.375000 Penalty: 4106.729980
	Iteration 22Q: 3 clusters Score -512285.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -512289.687500 Penalty: 4106.729980
	Iteration 23Q: 3 clusters Score -512289.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -512291.625000 Penalty: 4106.729980
	Iteration 24Q: 3 clusters Score -512291.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -512294.125000 Penalty: 4106.729980
	Iteration 25Q: 3 clusters Score -512294.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -512295.187500 Penalty: 4106.729980
	Iteration 26Q: 3 clusters Score -512295.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -512297.812500 Penalty: 4106.729980
	Iteration 27Q: 3 clusters Score -512297.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -512300.000000 Penalty: 4106.729980
	Iteration 28Q: 3 clusters Score -512300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -512302.000000 Penalty: 4106.729980
	Iteration 29Q: 3 clusters Score -512302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -512303.031250 Penalty: 4106.729980
	Iteration 30Q: 3 clusters Score -512303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -512307.156250 Penalty: 4106.729980
	Iteration 31Q: 3 clusters Score -512307.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -512307.781250 Penalty: 4106.729980
	Iteration 32Q: 3 clusters Score -512307.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -512310.000000 Penalty: 4106.729980
	Iteration 33Q: 3 clusters Score -512310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -512311.531250 Penalty: 4106.729980
	Iteration 34Q: 3 clusters Score -512311.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -512314.750000 Penalty: 4106.729980
	Iteration 35Q: 3 clusters Score -512314.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -512317.187500 Penalty: 4106.729980
	Iteration 36Q: 3 clusters Score -512317.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -512321.250000 Penalty: 4106.729980
	Iteration 37Q: 3 clusters Score -512321.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -512324.406250 Penalty: 4106.729980
	Iteration 38Q: 3 clusters Score -512324.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -512328.187500 Penalty: 4106.729980
	Iteration 39Q: 3 clusters Score -512328.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -512334.500000 Penalty: 4106.729980
	Iteration 40F: 3 clusters Score -512334.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -512340.625000 Penalty: 4106.729980
	Iteration 41Q: 3 clusters Score -512340.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -512343.843750 Penalty: 4106.729980
	Iteration 42Q: 3 clusters Score -512343.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -512346.906250 Penalty: 4106.729980
	Iteration 43Q: 3 clusters Score -512346.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -512350.000000 Penalty: 4106.729980
	Iteration 44Q: 3 clusters Score -512350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -512351.687500 Penalty: 4106.729980
	Iteration 45Q: 3 clusters Score -512351.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -512358.187500 Penalty: 4106.729980
	Iteration 46Q: 3 clusters Score -512358.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -512364.406250 Penalty: 4106.729980
	Iteration 47Q: 3 clusters Score -512364.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -512370.968750 Penalty: 4106.729980
	Iteration 48Q: 3 clusters Score -512371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -512376.125000 Penalty: 4106.729980
	Iteration 49Q: 3 clusters Score -512376.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -512384.375000 Penalty: 4106.729980
	Iteration 50Q: 3 clusters Score -512384.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -512394.031250 Penalty: 4106.729980
	Iteration 51Q: 3 clusters Score -512394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -512403.906250 Penalty: 4106.729980
	Iteration 52Q: 3 clusters Score -512403.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -512414.812500 Penalty: 4106.729980
	Iteration 53Q: 3 clusters Score -512414.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -512424.656250 Penalty: 4106.729980
	Iteration 54Q: 3 clusters Score -512424.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -512431.687500 Penalty: 4106.729980
	Iteration 55Q: 3 clusters Score -512431.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -512440.156250 Penalty: 4106.729980
	Iteration 56Q: 3 clusters Score -512440.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -512446.656250 Penalty: 4106.729980
	Iteration 57Q: 3 clusters Score -512446.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -512456.906250 Penalty: 4106.729980
	Iteration 58Q: 3 clusters Score -512456.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -512468.875000 Penalty: 4106.729980
	Iteration 59Q: 3 clusters Score -512468.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -512481.125000 Penalty: 4106.729980
	Iteration 60F: 3 clusters Score -512481.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -512492.281250 Penalty: 4106.729980
	Iteration 61Q: 3 clusters Score -512492.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -512506.093750 Penalty: 4106.729980
	Iteration 62Q: 3 clusters Score -512506.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -512519.625000 Penalty: 4106.729980
	Iteration 63Q: 3 clusters Score -512519.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -512534.656250 Penalty: 4106.729980
	Iteration 64Q: 3 clusters Score -512534.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -512554.593750 Penalty: 4106.729980
	Iteration 65Q: 3 clusters Score -512554.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -512573.093750 Penalty: 4106.729980
	Iteration 66Q: 3 clusters Score -512573.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -512591.750000 Penalty: 4106.729980
	Iteration 67Q: 3 clusters Score -512591.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -512610.562500 Penalty: 4106.729980
	Iteration 68Q: 3 clusters Score -512610.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -512634.593750 Penalty: 4106.729980
	Iteration 69Q: 3 clusters Score -512634.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -512662.843750 Penalty: 4106.729980
	Iteration 70Q: 3 clusters Score -512662.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -512699.968750 Penalty: 4106.729980
	Iteration 71Q: 3 clusters Score -512700 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -512743.968750 Penalty: 4106.729980
	Iteration 72Q: 3 clusters Score -512744 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -512788.843750 Penalty: 4106.729980
	Iteration 73Q: 3 clusters Score -512788.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -512825.312500 Penalty: 4106.729980
	Iteration 74Q: 3 clusters Score -512825.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -512860.625000 Penalty: 4106.729980
	Iteration 75Q: 3 clusters Score -512860.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -512890.031250 Penalty: 4106.729980
	Iteration 76Q: 3 clusters Score -512890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -512916.812500 Penalty: 4106.729980
	Iteration 77Q: 3 clusters Score -512916.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -512931.187500 Penalty: 4106.729980
	Iteration 78Q: 3 clusters Score -512931.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -512943.468750 Penalty: 4106.729980
	Iteration 79Q: 3 clusters Score -512943.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -512958.843750 Penalty: 4106.729980
	Iteration 80F: 3 clusters Score -512958.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -512977.156250 Penalty: 4106.729980
	Iteration 81Q: 3 clusters Score -512977.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -512988.812500 Penalty: 4106.729980
	Iteration 82Q: 3 clusters Score -512988.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -512997.968750 Penalty: 4106.729980
	Iteration 83Q: 3 clusters Score -512998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -513004.000000 Penalty: 4106.729980
	Iteration 84Q: 3 clusters Score -513004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -513009.375000 Penalty: 4106.729980
	Iteration 85Q: 3 clusters Score -513009.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -513015.406250 Penalty: 4106.729980
	Iteration 86Q: 3 clusters Score -513015.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -513017.093750 Penalty: 4106.729980
	Iteration 87Q: 3 clusters Score -513017.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -513021.312500 Penalty: 4106.729980
	Iteration 88Q: 3 clusters Score -513021.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -513023.156250 Penalty: 4106.729980
	Iteration 89Q: 3 clusters Score -513023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -513024.312500 Penalty: 4106.729980
	Iteration 90Q: 3 clusters Score -513024.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -513024.531250 Penalty: 4106.729980
	Iteration 91Q: 3 clusters Score -513024.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -513024.843750 Penalty: 4106.729980
	Iteration 92Q: 3 clusters Score -513024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -513024.843750 Penalty: 4106.729980
	Iteration 93F: 3 clusters Score -513024.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -41546.507812 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -41546.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40306.769531 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -40306.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40506.894531 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -40506.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40672.160156 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -40672.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -40799.421875 Penalty: 2924.988281
	Iteration 3F: 3 clusters Score -40799.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -40976.800781 Penalty: 2924.988281
	Iteration 4F: 3 clusters Score -40976.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -41080.070312 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -41080.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -41092.578125 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -41092.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -41114.085938 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -41114.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -41120.492188 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -41120.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -41120.492188 Penalty: 2924.988281
	Iteration 9F: 3 clusters Score -41120.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Entering Unmasked Estep 
Score: -3622664.500000 Penalty: 2519.878662
	Iteration 0F: 2 clusters Score -3622664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3604760.000000 Penalty: 5039.757324
	Iteration 0F: 3 clusters Score -3604760 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -3611123.000000 Penalty: 5039.757324
	Iteration 1F: 3 clusters Score -3611123 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3611601.500000 Penalty: 5039.757324
	Iteration 2Q: 3 clusters Score -3611602 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3612096.500000 Penalty: 5039.757324
	Iteration 3Q: 3 clusters Score -3612096 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3612623.000000 Penalty: 5039.757324
	Iteration 4Q: 3 clusters Score -3612623 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3613227.500000 Penalty: 5039.757324
	Iteration 5Q: 3 clusters Score -3613228 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -3613902.500000 Penalty: 5039.757324
	Iteration 6Q: 3 clusters Score -3613902 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -3614613.750000 Penalty: 5039.757324
	Iteration 7Q: 3 clusters Score -3614614 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3615305.000000 Penalty: 5039.757324
	Iteration 8Q: 3 clusters Score -3615305 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -3616023.250000 Penalty: 5039.757324
	Iteration 9Q: 3 clusters Score -3616023 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3616741.000000 Penalty: 5039.757324
	Iteration 10Q: 3 clusters Score -3616741 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3617386.750000 Penalty: 5039.757324
	Iteration 11Q: 3 clusters Score -3617387 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3617894.750000 Penalty: 5039.757324
	Iteration 12Q: 3 clusters Score -3617895 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3618255.500000 Penalty: 5039.757324
	Iteration 13Q: 3 clusters Score -3618256 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -3618471.750000 Penalty: 5039.757324
	Iteration 14Q: 3 clusters Score -3618472 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -3618590.750000 Penalty: 5039.757324
	Iteration 15Q: 3 clusters Score -3618591 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3618681.250000 Penalty: 5039.757324
	Iteration 16Q: 3 clusters Score -3618681 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3618732.500000 Penalty: 5039.757324
	Iteration 17Q: 3 clusters Score -3618732 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3618747.500000 Penalty: 5039.757324
	Iteration 18Q: 3 clusters Score -3618748 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -3618776.000000 Penalty: 5039.757324
	Iteration 19Q: 3 clusters Score -3618776 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -3618799.500000 Penalty: 5039.757324
	Iteration 20F: 3 clusters Score -3618800 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -3618816.500000 Penalty: 5039.757324
	Iteration 21Q: 3 clusters Score -3618816 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -3618823.500000 Penalty: 5039.757324
	Iteration 22Q: 3 clusters Score -3618824 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -3618834.500000 Penalty: 5039.757324
	Iteration 23Q: 3 clusters Score -3618834 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -3618840.750000 Penalty: 5039.757324
	Iteration 24Q: 3 clusters Score -3618841 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -3618831.500000 Penalty: 5039.757324
	Iteration 25Q: 3 clusters Score -3618832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3618835.750000 Penalty: 5039.757324
	Iteration 26Q: 3 clusters Score -3618836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -3618846.500000 Penalty: 5039.757324
	Iteration 27Q: 3 clusters Score -3618846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -3618845.750000 Penalty: 5039.757324
	Iteration 28Q: 3 clusters Score -3618846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -3618852.250000 Penalty: 5039.757324
	Iteration 29Q: 3 clusters Score -3618852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3618857.250000 Penalty: 5039.757324
	Iteration 30Q: 3 clusters Score -3618857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3618854.000000 Penalty: 5039.757324
	Iteration 31Q: 3 clusters Score -3618854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -3618849.000000 Penalty: 5039.757324
	Iteration 32Q: 3 clusters Score -3618849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -3618852.750000 Penalty: 5039.757324
	Iteration 33Q: 3 clusters Score -3618853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -3618848.500000 Penalty: 5039.757324
	Iteration 34Q: 3 clusters Score -3618848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -3618848.500000 Penalty: 5039.757324
	Iteration 35F: 3 clusters Score -3618848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Entering Unmasked Estep 
Score: -1195892.750000 Penalty: 2251.133789
	Iteration 0F: 2 clusters Score -1195893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1189015.000000 Penalty: 4502.267578
	Iteration 0F: 3 clusters Score -1189015 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1190941.000000 Penalty: 4502.267578
	Iteration 1F: 3 clusters Score -1190941 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1191235.375000 Penalty: 4502.267578
	Iteration 2F: 3 clusters Score -1191235 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1191436.875000 Penalty: 4502.267578
	Iteration 3F: 3 clusters Score -1191437 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1191596.750000 Penalty: 4502.267578
	Iteration 4Q: 3 clusters Score -1191597 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1191763.250000 Penalty: 4502.267578
	Iteration 5Q: 3 clusters Score -1191763 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1191932.250000 Penalty: 4502.267578
	Iteration 6Q: 3 clusters Score -1191932 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1192142.500000 Penalty: 4502.267578
	Iteration 7Q: 3 clusters Score -1192142 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1192359.375000 Penalty: 4502.267578
	Iteration 8Q: 3 clusters Score -1192359 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1192600.875000 Penalty: 4502.267578
	Iteration 9Q: 3 clusters Score -1192601 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1192882.875000 Penalty: 4502.267578
	Iteration 10Q: 3 clusters Score -1192883 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1193149.375000 Penalty: 4502.267578
	Iteration 11Q: 3 clusters Score -1193149 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1193380.000000 Penalty: 4502.267578
	Iteration 12Q: 3 clusters Score -1193380 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1193620.000000 Penalty: 4502.267578
	Iteration 13Q: 3 clusters Score -1193620 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1193812.375000 Penalty: 4502.267578
	Iteration 14Q: 3 clusters Score -1193812 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1193966.125000 Penalty: 4502.267578
	Iteration 15Q: 3 clusters Score -1193966 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1194084.625000 Penalty: 4502.267578
	Iteration 16Q: 3 clusters Score -1194085 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1194174.500000 Penalty: 4502.267578
	Iteration 17Q: 3 clusters Score -1194174 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1194245.875000 Penalty: 4502.267578
	Iteration 18Q: 3 clusters Score -1194246 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1194302.625000 Penalty: 4502.267578
	Iteration 19Q: 3 clusters Score -1194303 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1194356.375000 Penalty: 4502.267578
	Iteration 20F: 3 clusters Score -1194356 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1194401.375000 Penalty: 4502.267578
	Iteration 21Q: 3 clusters Score -1194401 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1194441.000000 Penalty: 4502.267578
	Iteration 22Q: 3 clusters Score -1194441 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1194491.250000 Penalty: 4502.267578
	Iteration 23Q: 3 clusters Score -1194491 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1194541.500000 Penalty: 4502.267578
	Iteration 24Q: 3 clusters Score -1194542 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1194581.375000 Penalty: 4502.267578
	Iteration 25Q: 3 clusters Score -1194581 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1194621.625000 Penalty: 4502.267578
	Iteration 26Q: 3 clusters Score -1194622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1194653.500000 Penalty: 4502.267578
	Iteration 27Q: 3 clusters Score -1194654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1194668.125000 Penalty: 4502.267578
	Iteration 28Q: 3 clusters Score -1194668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1194686.875000 Penalty: 4502.267578
	Iteration 29Q: 3 clusters Score -1194687 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1194700.125000 Penalty: 4502.267578
	Iteration 30Q: 3 clusters Score -1194700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1194706.375000 Penalty: 4502.267578
	Iteration 31Q: 3 clusters Score -1194706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1194714.375000 Penalty: 4502.267578
	Iteration 32Q: 3 clusters Score -1194714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1194718.875000 Penalty: 4502.267578
	Iteration 33Q: 3 clusters Score -1194719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1194722.375000 Penalty: 4502.267578
	Iteration 34Q: 3 clusters Score -1194722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1194722.750000 Penalty: 4502.267578
	Iteration 35Q: 3 clusters Score -1194723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1194727.750000 Penalty: 4502.267578
	Iteration 36Q: 3 clusters Score -1194728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1194728.875000 Penalty: 4502.267578
	Iteration 37Q: 3 clusters Score -1194729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1194726.875000 Penalty: 4502.267578
	Iteration 38Q: 3 clusters Score -1194727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1194726.875000 Penalty: 4502.267578
	Iteration 39F: 3 clusters Score -1194727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Entering Unmasked Estep 
Score: -5484925.000000 Penalty: 2631.999512
	Iteration 0F: 2 clusters Score -5484925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -5457522.500000 Penalty: 5263.999023
	Iteration 0F: 3 clusters Score -5457522 nChanged 18439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -5467476.500000 Penalty: 5263.999023
	Iteration 1F: 3 clusters Score -5467476 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -5467880.500000 Penalty: 5263.999023
	Iteration 2Q: 3 clusters Score -5467880 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -5468208.500000 Penalty: 5263.999023
	Iteration 3Q: 3 clusters Score -5468208 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -5468510.000000 Penalty: 5263.999023
	Iteration 4Q: 3 clusters Score -5468510 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -5468762.000000 Penalty: 5263.999023
	Iteration 5Q: 3 clusters Score -5468762 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -5468984.500000 Penalty: 5263.999023
	Iteration 6Q: 3 clusters Score -5468984 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -5469208.500000 Penalty: 5263.999023
	Iteration 7Q: 3 clusters Score -5469208 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -5469451.500000 Penalty: 5263.999023
	Iteration 8Q: 3 clusters Score -5469452 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -5469682.500000 Penalty: 5263.999023
	Iteration 9Q: 3 clusters Score -5469682 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -5469939.500000 Penalty: 5263.999023
	Iteration 10Q: 3 clusters Score -5469940 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -5470226.000000 Penalty: 5263.999023
	Iteration 11Q: 3 clusters Score -5470226 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -5470704.000000 Penalty: 5263.999023
	Iteration 12Q: 3 clusters Score -5470704 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -5471371.500000 Penalty: 5263.999023
	Iteration 13Q: 3 clusters Score -5471372 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -5472338.500000 Penalty: 5263.999023
	Iteration 14Q: 3 clusters Score -5472338 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -5473633.500000 Penalty: 5263.999023
	Iteration 15Q: 3 clusters Score -5473634 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -5475155.000000 Penalty: 5263.999023
	Iteration 16Q: 3 clusters Score -5475155 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -5476635.500000 Penalty: 5263.999023
	Iteration 17Q: 3 clusters Score -5476636 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -5477943.500000 Penalty: 5263.999023
	Iteration 18Q: 3 clusters Score -5477944 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -5479051.500000 Penalty: 5263.999023
	Iteration 19Q: 3 clusters Score -5479052 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -5479959.500000 Penalty: 5263.999023
	Iteration 20F: 3 clusters Score -5479960 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -5480636.500000 Penalty: 5263.999023
	Iteration 21Q: 3 clusters Score -5480636 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -5481186.000000 Penalty: 5263.999023
	Iteration 22Q: 3 clusters Score -5481186 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -5481581.000000 Penalty: 5263.999023
	Iteration 23Q: 3 clusters Score -5481581 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -5481878.000000 Penalty: 5263.999023
	Iteration 24Q: 3 clusters Score -5481878 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -5482069.000000 Penalty: 5263.999023
	Iteration 25Q: 3 clusters Score -5482069 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -5482216.000000 Penalty: 5263.999023
	Iteration 26Q: 3 clusters Score -5482216 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -5482305.000000 Penalty: 5263.999023
	Iteration 27Q: 3 clusters Score -5482305 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -5482388.000000 Penalty: 5263.999023
	Iteration 28Q: 3 clusters Score -5482388 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -5482446.500000 Penalty: 5263.999023
	Iteration 29Q: 3 clusters Score -5482446 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -5482513.000000 Penalty: 5263.999023
	Iteration 30Q: 3 clusters Score -5482513 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -5482550.000000 Penalty: 5263.999023
	Iteration 31Q: 3 clusters Score -5482550 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -5482577.500000 Penalty: 5263.999023
	Iteration 32Q: 3 clusters Score -5482578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -5482616.500000 Penalty: 5263.999023
	Iteration 33Q: 3 clusters Score -5482616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -5482654.500000 Penalty: 5263.999023
	Iteration 34Q: 3 clusters Score -5482654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -5482685.500000 Penalty: 5263.999023
	Iteration 35Q: 3 clusters Score -5482686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -5482702.000000 Penalty: 5263.999023
	Iteration 36Q: 3 clusters Score -5482702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -5482721.500000 Penalty: 5263.999023
	Iteration 37Q: 3 clusters Score -5482722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -5482746.500000 Penalty: 5263.999023
	Iteration 38Q: 3 clusters Score -5482746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -5482757.000000 Penalty: 5263.999023
	Iteration 39Q: 3 clusters Score -5482757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -5482758.000000 Penalty: 5263.999023
	Iteration 40F: 3 clusters Score -5482758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -5482761.500000 Penalty: 5263.999023
	Iteration 41Q: 3 clusters Score -5482762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -5482760.000000 Penalty: 5263.999023
	Iteration 42Q: 3 clusters Score -5482760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -5482761.500000 Penalty: 5263.999023
	Iteration 43Q: 3 clusters Score -5482762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -5482763.000000 Penalty: 5263.999023
	Iteration 44Q: 3 clusters Score -5482763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -5482757.500000 Penalty: 5263.999023
	Iteration 45Q: 3 clusters Score -5482758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -5482757.500000 Penalty: 5263.999023
	Iteration 46F: 3 clusters Score -5482758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -129422.929688 Penalty: 1711.131348
	Iteration 0F: 2 clusters Score -129422.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -127504.039062 Penalty: 3422.262695
	Iteration 0F: 3 clusters Score -127504 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -127813.101562 Penalty: 3422.262695
	Iteration 1F: 3 clusters Score -127813.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -127966.546875 Penalty: 3422.262695
	Iteration 2F: 3 clusters Score -127966.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -128067.828125 Penalty: 3422.262695
	Iteration 3F: 3 clusters Score -128067.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -128298.187500 Penalty: 3422.262695
	Iteration 4Q: 3 clusters Score -128298.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -128380.710938 Penalty: 3422.262695
	Iteration 5Q: 3 clusters Score -128380.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -128458.570312 Penalty: 3422.262695
	Iteration 6Q: 3 clusters Score -128458.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -128517.703125 Penalty: 3422.262695
	Iteration 7Q: 3 clusters Score -128517.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -128570.171875 Penalty: 3422.262695
	Iteration 8Q: 3 clusters Score -128570.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -128614.335938 Penalty: 3422.262695
	Iteration 9Q: 3 clusters Score -128614.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -128650.507812 Penalty: 3422.262695
	Iteration 10Q: 3 clusters Score -128650.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -128671.328125 Penalty: 3422.262695
	Iteration 11Q: 3 clusters Score -128671.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -128695.000000 Penalty: 3422.262695
	Iteration 12Q: 3 clusters Score -128695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -128701.570312 Penalty: 3422.262695
	Iteration 13Q: 3 clusters Score -128701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -128704.554688 Penalty: 3422.262695
	Iteration 14Q: 3 clusters Score -128704.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -128705.148438 Penalty: 3422.262695
	Iteration 15Q: 3 clusters Score -128705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -128708.257812 Penalty: 3422.262695
	Iteration 16Q: 3 clusters Score -128708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -128711.453125 Penalty: 3422.262695
	Iteration 17Q: 3 clusters Score -128711.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -128715.562500 Penalty: 3422.262695
	Iteration 18Q: 3 clusters Score -128715.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -128717.515625 Penalty: 3422.262695
	Iteration 19Q: 3 clusters Score -128717.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -128717.671875 Penalty: 3422.262695
	Iteration 20F: 3 clusters Score -128717.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -128736.882812 Penalty: 3422.262695
	Iteration 21Q: 3 clusters Score -128736.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -128741.648438 Penalty: 3422.262695
	Iteration 22Q: 3 clusters Score -128741.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -128748.531250 Penalty: 3422.262695
	Iteration 23Q: 3 clusters Score -128748.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -128750.976562 Penalty: 3422.262695
	Iteration 24Q: 3 clusters Score -128751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -128761.218750 Penalty: 3422.262695
	Iteration 25Q: 3 clusters Score -128761.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -128787.218750 Penalty: 3422.262695
	Iteration 26Q: 3 clusters Score -128787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -128790.804688 Penalty: 3422.262695
	Iteration 27Q: 3 clusters Score -128790.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -128790.804688 Penalty: 3422.262695
	Iteration 28F: 3 clusters Score -128790.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (105112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105112 members 
Entering Unmasked Estep 
Score: -14638834.000000 Penalty: 2867.569824
	Iteration 0F: 2 clusters Score -1.463883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -14568612.000000 Penalty: 5735.139648
	Iteration 0F: 3 clusters Score -1.456861e+07 nChanged 49830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -14597370.000000 Penalty: 5735.139648
	Iteration 1F: 3 clusters Score -1.459737e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -14598370.000000 Penalty: 5735.139648
	Iteration 2Q: 3 clusters Score -1.459837e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -14599611.000000 Penalty: 5735.139648
	Iteration 3Q: 3 clusters Score -1.459961e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -14601413.000000 Penalty: 5735.139648
	Iteration 4Q: 3 clusters Score -1.460141e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60904 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -14603773.000000 Penalty: 5735.139648
	Iteration 5F: 3 clusters Score -1.460377e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64984 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -14607405.000000 Penalty: 5735.139648
	Iteration 6F: 3 clusters Score -1.46074e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -14612474.000000 Penalty: 5735.139648
	Iteration 7F: 3 clusters Score -1.461247e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75136 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -14618289.000000 Penalty: 5735.139648
	Iteration 8F: 3 clusters Score -1.461829e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79639 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -14623254.000000 Penalty: 5735.139648
	Iteration 9F: 3 clusters Score -1.462325e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -14626411.000000 Penalty: 5735.139648
	Iteration 10Q: 3 clusters Score -1.462641e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85416 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -14628201.000000 Penalty: 5735.139648
	Iteration 11Q: 3 clusters Score -1.46282e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87505 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -14629433.000000 Penalty: 5735.139648
	Iteration 12Q: 3 clusters Score -1.462943e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89367 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -14630299.000000 Penalty: 5735.139648
	Iteration 13Q: 3 clusters Score -1.46303e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91055 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -14630994.000000 Penalty: 5735.139648
	Iteration 14Q: 3 clusters Score -1.463099e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92606 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -14631616.000000 Penalty: 5735.139648
	Iteration 15Q: 3 clusters Score -1.463162e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94015 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -14632277.000000 Penalty: 5735.139648
	Iteration 16Q: 3 clusters Score -1.463228e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95363 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -14632822.000000 Penalty: 5735.139648
	Iteration 17Q: 3 clusters Score -1.463282e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96593 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -14633301.000000 Penalty: 5735.139648
	Iteration 18Q: 3 clusters Score -1.46333e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97682 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -14633759.000000 Penalty: 5735.139648
	Iteration 19Q: 3 clusters Score -1.463376e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98583 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -14634151.000000 Penalty: 5735.139648
	Iteration 20F: 3 clusters Score -1.463415e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99393 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -14634505.000000 Penalty: 5735.139648
	Iteration 21Q: 3 clusters Score -1.46345e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100065 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -14634773.000000 Penalty: 5735.139648
	Iteration 22Q: 3 clusters Score -1.463477e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100663 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -14635013.000000 Penalty: 5735.139648
	Iteration 23Q: 3 clusters Score -1.463501e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101198 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -14635222.000000 Penalty: 5735.139648
	Iteration 24Q: 3 clusters Score -1.463522e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101675 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -14635413.000000 Penalty: 5735.139648
	Iteration 25Q: 3 clusters Score -1.463541e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102060 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -14635617.000000 Penalty: 5735.139648
	Iteration 26Q: 3 clusters Score -1.463562e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102406 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -14635782.000000 Penalty: 5735.139648
	Iteration 27Q: 3 clusters Score -1.463578e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -14635941.000000 Penalty: 5735.139648
	Iteration 28Q: 3 clusters Score -1.463594e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102974 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -14636078.000000 Penalty: 5735.139648
	Iteration 29Q: 3 clusters Score -1.463608e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103194 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -14636184.000000 Penalty: 5735.139648
	Iteration 30Q: 3 clusters Score -1.463618e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103376 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -14636283.000000 Penalty: 5735.139648
	Iteration 31Q: 3 clusters Score -1.463628e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103524 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -14636342.000000 Penalty: 5735.139648
	Iteration 32Q: 3 clusters Score -1.463634e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103636 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -14636400.000000 Penalty: 5735.139648
	Iteration 33Q: 3 clusters Score -1.46364e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103729 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -14636443.000000 Penalty: 5735.139648
	Iteration 34Q: 3 clusters Score -1.463644e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103820 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -14636470.000000 Penalty: 5735.139648
	Iteration 35Q: 3 clusters Score -1.463647e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103890 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -14636496.000000 Penalty: 5735.139648
	Iteration 36Q: 3 clusters Score -1.46365e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -14636525.000000 Penalty: 5735.139648
	Iteration 37Q: 3 clusters Score -1.463652e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103983 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -14636554.000000 Penalty: 5735.139648
	Iteration 38Q: 3 clusters Score -1.463655e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104006 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -14636563.000000 Penalty: 5735.139648
	Iteration 39Q: 3 clusters Score -1.463656e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104035 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -14636578.000000 Penalty: 5735.139648
	Iteration 40F: 3 clusters Score -1.463658e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104051 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -14636599.000000 Penalty: 5735.139648
	Iteration 41Q: 3 clusters Score -1.46366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104065 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -14636594.000000 Penalty: 5735.139648
	Iteration 42Q: 3 clusters Score -1.463659e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104078 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -14636616.000000 Penalty: 5735.139648
	Iteration 43Q: 3 clusters Score -1.463662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104091 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -14636625.000000 Penalty: 5735.139648
	Iteration 44Q: 3 clusters Score -1.463662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104100 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -14636637.000000 Penalty: 5735.139648
	Iteration 45Q: 3 clusters Score -1.463664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104109 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -14636640.000000 Penalty: 5735.139648
	Iteration 46Q: 3 clusters Score -1.463664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104116 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -14636645.000000 Penalty: 5735.139648
	Iteration 47Q: 3 clusters Score -1.463664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104124 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -14636639.000000 Penalty: 5735.139648
	Iteration 48Q: 3 clusters Score -1.463664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104128 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -14636652.000000 Penalty: 5735.139648
	Iteration 49Q: 3 clusters Score -1.463665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104137 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -14636658.000000 Penalty: 5735.139648
	Iteration 50Q: 3 clusters Score -1.463666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104143 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -14636662.000000 Penalty: 5735.139648
	Iteration 51Q: 3 clusters Score -1.463666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104148 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -14636665.000000 Penalty: 5735.139648
	Iteration 52Q: 3 clusters Score -1.463666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104151 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -14636660.000000 Penalty: 5735.139648
	Iteration 53Q: 3 clusters Score -1.463666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104154 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -14636656.000000 Penalty: 5735.139648
	Iteration 54Q: 3 clusters Score -1.463666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104155 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -14636653.000000 Penalty: 5735.139648
	Iteration 55Q: 3 clusters Score -1.463665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104158 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -14636655.000000 Penalty: 5735.139648
	Iteration 56Q: 3 clusters Score -1.463666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104160 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -14636651.000000 Penalty: 5735.139648
	Iteration 57Q: 3 clusters Score -1.463665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104161 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -14636648.000000 Penalty: 5735.139648
	Iteration 58Q: 3 clusters Score -1.463665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104161 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -14636648.000000 Penalty: 5735.139648
	Iteration 59F: 3 clusters Score -1.463665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (279017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279017 members 
Entering Unmasked Estep 
Score: -38242296.000000 Penalty: 3109.678955
	Iteration 0F: 2 clusters Score -3.82423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 139421 members 
Entering Unmasked Estep 
Score: -38070120.000000 Penalty: 6219.357910
	Iteration 0F: 3 clusters Score -3.807012e+07 nChanged 135046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139228 members 
Mstep: Class 2 contains 139789 members 
Entering Unmasked Estep 
Score: -38149400.000000 Penalty: 6219.357910
	Iteration 1F: 3 clusters Score -3.81494e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139417 members 
Mstep: Class 2 contains 139600 members 
Entering Unmasked Estep 
Score: -38150260.000000 Penalty: 6219.357910
	Iteration 2Q: 3 clusters Score -3.815026e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139719 members 
Mstep: Class 2 contains 139298 members 
Entering Unmasked Estep 
Score: -38151108.000000 Penalty: 6219.357910
	Iteration 3Q: 3 clusters Score -3.815111e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140072 members 
Mstep: Class 2 contains 138945 members 
Entering Unmasked Estep 
Score: -38152252.000000 Penalty: 6219.357910
	Iteration 4Q: 3 clusters Score -3.815225e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140681 members 
Mstep: Class 2 contains 138336 members 
Entering Unmasked Estep 
Score: -38153076.000000 Penalty: 6219.357910
	Iteration 5Q: 3 clusters Score -3.815308e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141717 members 
Mstep: Class 2 contains 137300 members 
Entering Unmasked Estep 
Score: -38154312.000000 Penalty: 6219.357910
	Iteration 6Q: 3 clusters Score -3.815431e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143539 members 
Mstep: Class 2 contains 135478 members 
Entering Unmasked Estep 
Score: -38155944.000000 Penalty: 6219.357910
	Iteration 7Q: 3 clusters Score -3.815594e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146316 members 
Mstep: Class 2 contains 132701 members 
Entering Unmasked Estep 
Score: -38157924.000000 Penalty: 6219.357910
	Iteration 8Q: 3 clusters Score -3.815792e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150274 members 
Mstep: Class 2 contains 128743 members 
Entering Unmasked Estep 
Score: -38161016.000000 Penalty: 6219.357910
	Iteration 9Q: 3 clusters Score -3.816102e+07 nChanged 10875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155929 members 
Mstep: Class 2 contains 123088 members 
Entering Unmasked Estep 
Score: -38165936.000000 Penalty: 6219.357910
	Iteration 10Q: 3 clusters Score -3.816594e+07 nChanged 13088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163399 members 
Mstep: Class 2 contains 115618 members 
Entering Unmasked Estep 
Score: -38172948.000000 Penalty: 6219.357910
	Iteration 11Q: 3 clusters Score -3.817295e+07 nChanged 15421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172050 members 
Mstep: Class 2 contains 106967 members 
Entering Unmasked Estep 
Score: -38183116.000000 Penalty: 6219.357910
	Iteration 12F: 3 clusters Score -3.818312e+07 nChanged 16720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180482 members 
Mstep: Class 2 contains 98535 members 
Entering Unmasked Estep 
Score: -38195168.000000 Penalty: 6219.357910
	Iteration 13F: 3 clusters Score -3.819517e+07 nChanged 15366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187212 members 
Mstep: Class 2 contains 91805 members 
Entering Unmasked Estep 
Score: -38204476.000000 Penalty: 6219.357910
	Iteration 14F: 3 clusters Score -3.820448e+07 nChanged 11139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192463 members 
Mstep: Class 2 contains 86554 members 
Entering Unmasked Estep 
Score: -38208792.000000 Penalty: 6219.357910
	Iteration 15Q: 3 clusters Score -3.820879e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197393 members 
Mstep: Class 2 contains 81624 members 
Entering Unmasked Estep 
Score: -38210960.000000 Penalty: 6219.357910
	Iteration 16Q: 3 clusters Score -3.821096e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202368 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -38212552.000000 Penalty: 6219.357910
	Iteration 17Q: 3 clusters Score -3.821255e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207450 members 
Mstep: Class 2 contains 71567 members 
Entering Unmasked Estep 
Score: -38213936.000000 Penalty: 6219.357910
	Iteration 18Q: 3 clusters Score -3.821394e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212636 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -38215660.000000 Penalty: 6219.357910
	Iteration 19Q: 3 clusters Score -3.821566e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218127 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -38217532.000000 Penalty: 6219.357910
	Iteration 20F: 3 clusters Score -3.821753e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224038 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -38219524.000000 Penalty: 6219.357910
	Iteration 21Q: 3 clusters Score -3.821952e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229952 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -38221432.000000 Penalty: 6219.357910
	Iteration 22Q: 3 clusters Score -3.822143e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235464 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -38223372.000000 Penalty: 6219.357910
	Iteration 23Q: 3 clusters Score -3.822337e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240826 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -38224944.000000 Penalty: 6219.357910
	Iteration 24Q: 3 clusters Score -3.822494e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245984 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -38226492.000000 Penalty: 6219.357910
	Iteration 25Q: 3 clusters Score -3.822649e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250721 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -38227776.000000 Penalty: 6219.357910
	Iteration 26Q: 3 clusters Score -3.822778e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254907 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -38229056.000000 Penalty: 6219.357910
	Iteration 27Q: 3 clusters Score -3.822906e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258704 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -38230144.000000 Penalty: 6219.357910
	Iteration 28Q: 3 clusters Score -3.823014e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261982 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -38231200.000000 Penalty: 6219.357910
	Iteration 29Q: 3 clusters Score -3.82312e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264826 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -38232244.000000 Penalty: 6219.357910
	Iteration 30Q: 3 clusters Score -3.823224e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267290 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -38233404.000000 Penalty: 6219.357910
	Iteration 31Q: 3 clusters Score -3.82334e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269428 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -38234496.000000 Penalty: 6219.357910
	Iteration 32Q: 3 clusters Score -3.82345e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271279 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -38235624.000000 Penalty: 6219.357910
	Iteration 33Q: 3 clusters Score -3.823562e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272813 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -38236324.000000 Penalty: 6219.357910
	Iteration 34Q: 3 clusters Score -3.823632e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274094 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -38236976.000000 Penalty: 6219.357910
	Iteration 35Q: 3 clusters Score -3.823698e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275117 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -38237552.000000 Penalty: 6219.357910
	Iteration 36Q: 3 clusters Score -3.823755e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275940 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -38238080.000000 Penalty: 6219.357910
	Iteration 37Q: 3 clusters Score -3.823808e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276567 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -38238428.000000 Penalty: 6219.357910
	Iteration 38Q: 3 clusters Score -3.823843e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277062 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -38238796.000000 Penalty: 6219.357910
	Iteration 39Q: 3 clusters Score -3.82388e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277400 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -38238988.000000 Penalty: 6219.357910
	Iteration 40F: 3 clusters Score -3.823899e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277647 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -38239184.000000 Penalty: 6219.357910
	Iteration 41Q: 3 clusters Score -3.823918e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277808 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -38239224.000000 Penalty: 6219.357910
	Iteration 42Q: 3 clusters Score -3.823922e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277930 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -38239288.000000 Penalty: 6219.357910
	Iteration 43Q: 3 clusters Score -3.823929e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278024 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -38239308.000000 Penalty: 6219.357910
	Iteration 44Q: 3 clusters Score -3.823931e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278084 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -38239416.000000 Penalty: 6219.357910
	Iteration 45Q: 3 clusters Score -3.823942e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278146 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -38239456.000000 Penalty: 6219.357910
	Iteration 46Q: 3 clusters Score -3.823946e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278183 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -38239492.000000 Penalty: 6219.357910
	Iteration 47Q: 3 clusters Score -3.823949e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278210 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -38239500.000000 Penalty: 6219.357910
	Iteration 48Q: 3 clusters Score -3.82395e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278232 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -38239504.000000 Penalty: 6219.357910
	Iteration 49Q: 3 clusters Score -3.82395e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278252 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -38239468.000000 Penalty: 6219.357910
	Iteration 50Q: 3 clusters Score -3.823947e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278277 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -38239516.000000 Penalty: 6219.357910
	Iteration 51Q: 3 clusters Score -3.823952e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278302 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -38239552.000000 Penalty: 6219.357910
	Iteration 52Q: 3 clusters Score -3.823955e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278323 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -38239564.000000 Penalty: 6219.357910
	Iteration 53Q: 3 clusters Score -3.823956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278339 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -38239568.000000 Penalty: 6219.357910
	Iteration 54Q: 3 clusters Score -3.823957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278346 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -38239540.000000 Penalty: 6219.357910
	Iteration 55Q: 3 clusters Score -3.823954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278352 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -38239544.000000 Penalty: 6219.357910
	Iteration 56Q: 3 clusters Score -3.823954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278362 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -38239536.000000 Penalty: 6219.357910
	Iteration 57Q: 3 clusters Score -3.823954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278367 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -38239540.000000 Penalty: 6219.357910
	Iteration 58Q: 3 clusters Score -3.823954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278375 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -38239560.000000 Penalty: 6219.357910
	Iteration 59Q: 3 clusters Score -3.823956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278380 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -38239552.000000 Penalty: 6219.357910
	Iteration 60F: 3 clusters Score -3.823955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278382 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -38239560.000000 Penalty: 6219.357910
	Iteration 61Q: 3 clusters Score -3.823956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278384 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -38239556.000000 Penalty: 6219.357910
	Iteration 62Q: 3 clusters Score -3.823956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278384 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -38239556.000000 Penalty: 6219.357910
	Iteration 63F: 3 clusters Score -3.823956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Entering Unmasked Estep 
Score: -963792.750000 Penalty: 2186.175049
	Iteration 0F: 2 clusters Score -963792.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -958183.562500 Penalty: 4372.350098
	Iteration 0F: 3 clusters Score -958183.6 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -959609.062500 Penalty: 4372.350098
	Iteration 1F: 3 clusters Score -959609.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -959840.187500 Penalty: 4372.350098
	Iteration 2F: 3 clusters Score -959840.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -959987.875000 Penalty: 4372.350098
	Iteration 3F: 3 clusters Score -959987.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -960073.375000 Penalty: 4372.350098
	Iteration 4Q: 3 clusters Score -960073.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -960125.312500 Penalty: 4372.350098
	Iteration 5Q: 3 clusters Score -960125.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -960159.375000 Penalty: 4372.350098
	Iteration 6Q: 3 clusters Score -960159.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -960190.562500 Penalty: 4372.350098
	Iteration 7Q: 3 clusters Score -960190.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -960214.562500 Penalty: 4372.350098
	Iteration 8Q: 3 clusters Score -960214.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -960237.500000 Penalty: 4372.350098
	Iteration 9Q: 3 clusters Score -960237.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -960256.750000 Penalty: 4372.350098
	Iteration 10Q: 3 clusters Score -960256.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -960276.062500 Penalty: 4372.350098
	Iteration 11Q: 3 clusters Score -960276.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -960289.625000 Penalty: 4372.350098
	Iteration 12Q: 3 clusters Score -960289.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -960299.375000 Penalty: 4372.350098
	Iteration 13Q: 3 clusters Score -960299.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -960309.000000 Penalty: 4372.350098
	Iteration 14Q: 3 clusters Score -960309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -960317.812500 Penalty: 4372.350098
	Iteration 15Q: 3 clusters Score -960317.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -960325.062500 Penalty: 4372.350098
	Iteration 16Q: 3 clusters Score -960325.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -960334.250000 Penalty: 4372.350098
	Iteration 17Q: 3 clusters Score -960334.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -960341.500000 Penalty: 4372.350098
	Iteration 18Q: 3 clusters Score -960341.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -960344.937500 Penalty: 4372.350098
	Iteration 19Q: 3 clusters Score -960344.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -960351.062500 Penalty: 4372.350098
	Iteration 20F: 3 clusters Score -960351.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -960355.187500 Penalty: 4372.350098
	Iteration 21Q: 3 clusters Score -960355.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -960358.375000 Penalty: 4372.350098
	Iteration 22Q: 3 clusters Score -960358.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -960359.000000 Penalty: 4372.350098
	Iteration 23Q: 3 clusters Score -960359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -960360.312500 Penalty: 4372.350098
	Iteration 24Q: 3 clusters Score -960360.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -960365.812500 Penalty: 4372.350098
	Iteration 25Q: 3 clusters Score -960365.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -960365.312500 Penalty: 4372.350098
	Iteration 26Q: 3 clusters Score -960365.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -960370.250000 Penalty: 4372.350098
	Iteration 27Q: 3 clusters Score -960370.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -960369.562500 Penalty: 4372.350098
	Iteration 28Q: 3 clusters Score -960369.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -960372.250000 Penalty: 4372.350098
	Iteration 29Q: 3 clusters Score -960372.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -960375.437500 Penalty: 4372.350098
	Iteration 30Q: 3 clusters Score -960375.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -960376.062500 Penalty: 4372.350098
	Iteration 31Q: 3 clusters Score -960376.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -960377.500000 Penalty: 4372.350098
	Iteration 32Q: 3 clusters Score -960377.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -960382.500000 Penalty: 4372.350098
	Iteration 33Q: 3 clusters Score -960382.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -960384.062500 Penalty: 4372.350098
	Iteration 34Q: 3 clusters Score -960384.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -960388.125000 Penalty: 4372.350098
	Iteration 35Q: 3 clusters Score -960388.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -960391.562500 Penalty: 4372.350098
	Iteration 36Q: 3 clusters Score -960391.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -960395.375000 Penalty: 4372.350098
	Iteration 37Q: 3 clusters Score -960395.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -960397.375000 Penalty: 4372.350098
	Iteration 38Q: 3 clusters Score -960397.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -960400.437500 Penalty: 4372.350098
	Iteration 39Q: 3 clusters Score -960400.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -960406.500000 Penalty: 4372.350098
	Iteration 40F: 3 clusters Score -960406.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -960413.625000 Penalty: 4372.350098
	Iteration 41Q: 3 clusters Score -960413.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -960421.062500 Penalty: 4372.350098
	Iteration 42Q: 3 clusters Score -960421.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -960427.250000 Penalty: 4372.350098
	Iteration 43Q: 3 clusters Score -960427.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -960431.562500 Penalty: 4372.350098
	Iteration 44Q: 3 clusters Score -960431.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -960440.562500 Penalty: 4372.350098
	Iteration 45Q: 3 clusters Score -960440.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -960444.500000 Penalty: 4372.350098
	Iteration 46Q: 3 clusters Score -960444.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -960447.312500 Penalty: 4372.350098
	Iteration 47Q: 3 clusters Score -960447.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -960452.187500 Penalty: 4372.350098
	Iteration 48Q: 3 clusters Score -960452.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -960457.625000 Penalty: 4372.350098
	Iteration 49Q: 3 clusters Score -960457.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -960460.687500 Penalty: 4372.350098
	Iteration 50Q: 3 clusters Score -960460.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -960463.312500 Penalty: 4372.350098
	Iteration 51Q: 3 clusters Score -960463.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -960464.562500 Penalty: 4372.350098
	Iteration 52Q: 3 clusters Score -960464.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -960471.812500 Penalty: 4372.350098
	Iteration 53Q: 3 clusters Score -960471.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -960471.937500 Penalty: 4372.350098
	Iteration 54Q: 3 clusters Score -960471.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -960478.812500 Penalty: 4372.350098
	Iteration 55Q: 3 clusters Score -960478.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -960481.375000 Penalty: 4372.350098
	Iteration 56Q: 3 clusters Score -960481.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -960482.375000 Penalty: 4372.350098
	Iteration 57Q: 3 clusters Score -960482.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -960483.312500 Penalty: 4372.350098
	Iteration 58Q: 3 clusters Score -960483.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -960485.312500 Penalty: 4372.350098
	Iteration 59Q: 3 clusters Score -960485.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -960489.937500 Penalty: 4372.350098
	Iteration 60F: 3 clusters Score -960489.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -960492.687500 Penalty: 4372.350098
	Iteration 61Q: 3 clusters Score -960492.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -960497.250000 Penalty: 4372.350098
	Iteration 62Q: 3 clusters Score -960497.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -960500.750000 Penalty: 4372.350098
	Iteration 63Q: 3 clusters Score -960500.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -960503.812500 Penalty: 4372.350098
	Iteration 64Q: 3 clusters Score -960503.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -960506.562500 Penalty: 4372.350098
	Iteration 65Q: 3 clusters Score -960506.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -960504.562500 Penalty: 4372.350098
	Iteration 66Q: 3 clusters Score -960504.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -960510.750000 Penalty: 4372.350098
	Iteration 67Q: 3 clusters Score -960510.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -960516.187500 Penalty: 4372.350098
	Iteration 68Q: 3 clusters Score -960516.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -960519.250000 Penalty: 4372.350098
	Iteration 69Q: 3 clusters Score -960519.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -960522.187500 Penalty: 4372.350098
	Iteration 70Q: 3 clusters Score -960522.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -960523.687500 Penalty: 4372.350098
	Iteration 71Q: 3 clusters Score -960523.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -960527.062500 Penalty: 4372.350098
	Iteration 72Q: 3 clusters Score -960527.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -960527.937500 Penalty: 4372.350098
	Iteration 73Q: 3 clusters Score -960527.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -960535.000000 Penalty: 4372.350098
	Iteration 74Q: 3 clusters Score -960535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -960539.500000 Penalty: 4372.350098
	Iteration 75Q: 3 clusters Score -960539.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -960540.312500 Penalty: 4372.350098
	Iteration 76Q: 3 clusters Score -960540.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -960545.187500 Penalty: 4372.350098
	Iteration 77Q: 3 clusters Score -960545.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -960548.437500 Penalty: 4372.350098
	Iteration 78Q: 3 clusters Score -960548.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -960549.250000 Penalty: 4372.350098
	Iteration 79Q: 3 clusters Score -960549.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -960549.000000 Penalty: 4372.350098
	Iteration 80F: 3 clusters Score -960549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -960550.500000 Penalty: 4372.350098
	Iteration 81Q: 3 clusters Score -960550.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -960554.562500 Penalty: 4372.350098
	Iteration 82Q: 3 clusters Score -960554.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -960557.000000 Penalty: 4372.350098
	Iteration 83Q: 3 clusters Score -960557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -960557.750000 Penalty: 4372.350098
	Iteration 84Q: 3 clusters Score -960557.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -960563.000000 Penalty: 4372.350098
	Iteration 85Q: 3 clusters Score -960563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -960568.312500 Penalty: 4372.350098
	Iteration 86Q: 3 clusters Score -960568.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -960571.187500 Penalty: 4372.350098
	Iteration 87Q: 3 clusters Score -960571.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -960580.125000 Penalty: 4372.350098
	Iteration 88Q: 3 clusters Score -960580.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -960589.750000 Penalty: 4372.350098
	Iteration 89Q: 3 clusters Score -960589.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -960600.812500 Penalty: 4372.350098
	Iteration 90Q: 3 clusters Score -960600.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -960612.437500 Penalty: 4372.350098
	Iteration 91Q: 3 clusters Score -960612.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -960624.250000 Penalty: 4372.350098
	Iteration 92Q: 3 clusters Score -960624.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -960640.187500 Penalty: 4372.350098
	Iteration 93Q: 3 clusters Score -960640.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -960664.812500 Penalty: 4372.350098
	Iteration 94Q: 3 clusters Score -960664.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -960696.750000 Penalty: 4372.350098
	Iteration 95Q: 3 clusters Score -960696.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -960731.312500 Penalty: 4372.350098
	Iteration 96Q: 3 clusters Score -960731.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -960758.875000 Penalty: 4372.350098
	Iteration 97Q: 3 clusters Score -960758.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -960789.250000 Penalty: 4372.350098
	Iteration 98Q: 3 clusters Score -960789.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -960835.125000 Penalty: 4372.350098
	Iteration 99Q: 3 clusters Score -960835.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -960885.500000 Penalty: 4372.350098
	Iteration 100F: 3 clusters Score -960885.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -960940.875000 Penalty: 4372.350098
	Iteration 101Q: 3 clusters Score -960940.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -960991.250000 Penalty: 4372.350098
	Iteration 102Q: 3 clusters Score -960991.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -961046.375000 Penalty: 4372.350098
	Iteration 103Q: 3 clusters Score -961046.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -961107.937500 Penalty: 4372.350098
	Iteration 104Q: 3 clusters Score -961107.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -961168.812500 Penalty: 4372.350098
	Iteration 105Q: 3 clusters Score -961168.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -961232.875000 Penalty: 4372.350098
	Iteration 106Q: 3 clusters Score -961232.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -961288.875000 Penalty: 4372.350098
	Iteration 107Q: 3 clusters Score -961288.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -961351.062500 Penalty: 4372.350098
	Iteration 108Q: 3 clusters Score -961351.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -961415.812500 Penalty: 4372.350098
	Iteration 109Q: 3 clusters Score -961415.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -961481.125000 Penalty: 4372.350098
	Iteration 110Q: 3 clusters Score -961481.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -961535.687500 Penalty: 4372.350098
	Iteration 111Q: 3 clusters Score -961535.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -961592.437500 Penalty: 4372.350098
	Iteration 112Q: 3 clusters Score -961592.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -961648.312500 Penalty: 4372.350098
	Iteration 113Q: 3 clusters Score -961648.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -961700.250000 Penalty: 4372.350098
	Iteration 114Q: 3 clusters Score -961700.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -961734.125000 Penalty: 4372.350098
	Iteration 115Q: 3 clusters Score -961734.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -961767.125000 Penalty: 4372.350098
	Iteration 116Q: 3 clusters Score -961767.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -961785.625000 Penalty: 4372.350098
	Iteration 117Q: 3 clusters Score -961785.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -961798.000000 Penalty: 4372.350098
	Iteration 118Q: 3 clusters Score -961798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -961807.250000 Penalty: 4372.350098
	Iteration 119Q: 3 clusters Score -961807.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -961813.812500 Penalty: 4372.350098
	Iteration 120F: 3 clusters Score -961813.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -961817.312500 Penalty: 4372.350098
	Iteration 121Q: 3 clusters Score -961817.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -961821.625000 Penalty: 4372.350098
	Iteration 122Q: 3 clusters Score -961821.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -961823.437500 Penalty: 4372.350098
	Iteration 123Q: 3 clusters Score -961823.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -961823.437500 Penalty: 4372.350098
	Iteration 124F: 3 clusters Score -961823.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Entering Unmasked Estep 
Score: -2037299.750000 Penalty: 2376.329346
	Iteration 0F: 2 clusters Score -2037300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2026783.625000 Penalty: 4752.658691
	Iteration 0F: 3 clusters Score -2026784 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2030154.375000 Penalty: 4752.658691
	Iteration 1F: 3 clusters Score -2030154 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2030459.500000 Penalty: 4752.658691
	Iteration 2F: 3 clusters Score -2030460 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2030682.875000 Penalty: 4752.658691
	Iteration 3Q: 3 clusters Score -2030683 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2030871.125000 Penalty: 4752.658691
	Iteration 4Q: 3 clusters Score -2030871 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2031055.875000 Penalty: 4752.658691
	Iteration 5Q: 3 clusters Score -2031056 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2031268.750000 Penalty: 4752.658691
	Iteration 6Q: 3 clusters Score -2031269 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2031514.500000 Penalty: 4752.658691
	Iteration 7Q: 3 clusters Score -2031514 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2031791.750000 Penalty: 4752.658691
	Iteration 8Q: 3 clusters Score -2031792 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2032109.750000 Penalty: 4752.658691
	Iteration 9Q: 3 clusters Score -2032110 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2032497.875000 Penalty: 4752.658691
	Iteration 10Q: 3 clusters Score -2032498 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2032978.375000 Penalty: 4752.658691
	Iteration 11Q: 3 clusters Score -2032978 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2033459.750000 Penalty: 4752.658691
	Iteration 12Q: 3 clusters Score -2033460 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2033857.125000 Penalty: 4752.658691
	Iteration 13Q: 3 clusters Score -2033857 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2034096.375000 Penalty: 4752.658691
	Iteration 14Q: 3 clusters Score -2034096 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2034280.125000 Penalty: 4752.658691
	Iteration 15Q: 3 clusters Score -2034280 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2034373.125000 Penalty: 4752.658691
	Iteration 16Q: 3 clusters Score -2034373 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2034442.875000 Penalty: 4752.658691
	Iteration 17Q: 3 clusters Score -2034443 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2034501.250000 Penalty: 4752.658691
	Iteration 18Q: 3 clusters Score -2034501 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2034548.750000 Penalty: 4752.658691
	Iteration 19Q: 3 clusters Score -2034549 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2034589.250000 Penalty: 4752.658691
	Iteration 20F: 3 clusters Score -2034589 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2034632.375000 Penalty: 4752.658691
	Iteration 21Q: 3 clusters Score -2034632 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2034671.500000 Penalty: 4752.658691
	Iteration 22Q: 3 clusters Score -2034672 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2034699.625000 Penalty: 4752.658691
	Iteration 23Q: 3 clusters Score -2034700 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2034724.625000 Penalty: 4752.658691
	Iteration 24Q: 3 clusters Score -2034725 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2034753.500000 Penalty: 4752.658691
	Iteration 25Q: 3 clusters Score -2034754 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2034775.125000 Penalty: 4752.658691
	Iteration 26Q: 3 clusters Score -2034775 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2034808.000000 Penalty: 4752.658691
	Iteration 27Q: 3 clusters Score -2034808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2034820.625000 Penalty: 4752.658691
	Iteration 28Q: 3 clusters Score -2034821 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2034841.250000 Penalty: 4752.658691
	Iteration 29Q: 3 clusters Score -2034841 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2034864.625000 Penalty: 4752.658691
	Iteration 30Q: 3 clusters Score -2034865 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2034890.375000 Penalty: 4752.658691
	Iteration 31Q: 3 clusters Score -2034890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2034907.000000 Penalty: 4752.658691
	Iteration 32Q: 3 clusters Score -2034907 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2034918.750000 Penalty: 4752.658691
	Iteration 33Q: 3 clusters Score -2034919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2034932.875000 Penalty: 4752.658691
	Iteration 34Q: 3 clusters Score -2034933 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2034948.500000 Penalty: 4752.658691
	Iteration 35Q: 3 clusters Score -2034948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2034959.500000 Penalty: 4752.658691
	Iteration 36Q: 3 clusters Score -2034960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2034984.250000 Penalty: 4752.658691
	Iteration 37Q: 3 clusters Score -2034984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2034999.375000 Penalty: 4752.658691
	Iteration 38Q: 3 clusters Score -2034999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2035016.250000 Penalty: 4752.658691
	Iteration 39Q: 3 clusters Score -2035016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2035033.125000 Penalty: 4752.658691
	Iteration 40F: 3 clusters Score -2035033 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2035042.250000 Penalty: 4752.658691
	Iteration 41Q: 3 clusters Score -2035042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2035051.125000 Penalty: 4752.658691
	Iteration 42Q: 3 clusters Score -2035051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2035064.375000 Penalty: 4752.658691
	Iteration 43Q: 3 clusters Score -2035064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2035063.125000 Penalty: 4752.658691
	Iteration 44Q: 3 clusters Score -2035063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2035075.125000 Penalty: 4752.658691
	Iteration 45Q: 3 clusters Score -2035075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2035080.125000 Penalty: 4752.658691
	Iteration 46Q: 3 clusters Score -2035080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2035086.250000 Penalty: 4752.658691
	Iteration 47Q: 3 clusters Score -2035086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2035096.750000 Penalty: 4752.658691
	Iteration 48Q: 3 clusters Score -2035097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2035100.125000 Penalty: 4752.658691
	Iteration 49Q: 3 clusters Score -2035100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2035107.625000 Penalty: 4752.658691
	Iteration 50Q: 3 clusters Score -2035108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2035120.000000 Penalty: 4752.658691
	Iteration 51Q: 3 clusters Score -2035120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2035125.500000 Penalty: 4752.658691
	Iteration 52Q: 3 clusters Score -2035126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2035128.625000 Penalty: 4752.658691
	Iteration 53Q: 3 clusters Score -2035129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2035134.375000 Penalty: 4752.658691
	Iteration 54Q: 3 clusters Score -2035134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2035133.250000 Penalty: 4752.658691
	Iteration 55Q: 3 clusters Score -2035133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2035140.500000 Penalty: 4752.658691
	Iteration 56Q: 3 clusters Score -2035140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2035150.000000 Penalty: 4752.658691
	Iteration 57Q: 3 clusters Score -2035150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2035153.000000 Penalty: 4752.658691
	Iteration 58Q: 3 clusters Score -2035153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2035153.250000 Penalty: 4752.658691
	Iteration 59Q: 3 clusters Score -2035153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2035155.000000 Penalty: 4752.658691
	Iteration 60F: 3 clusters Score -2035155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2035157.375000 Penalty: 4752.658691
	Iteration 61Q: 3 clusters Score -2035157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2035162.375000 Penalty: 4752.658691
	Iteration 62Q: 3 clusters Score -2035162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2035164.750000 Penalty: 4752.658691
	Iteration 63Q: 3 clusters Score -2035165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2035164.625000 Penalty: 4752.658691
	Iteration 64Q: 3 clusters Score -2035165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2035165.875000 Penalty: 4752.658691
	Iteration 65Q: 3 clusters Score -2035166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2035164.625000 Penalty: 4752.658691
	Iteration 66Q: 3 clusters Score -2035165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2035167.750000 Penalty: 4752.658691
	Iteration 67Q: 3 clusters Score -2035168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2035169.875000 Penalty: 4752.658691
	Iteration 68Q: 3 clusters Score -2035170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2035168.750000 Penalty: 4752.658691
	Iteration 69Q: 3 clusters Score -2035169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2035170.750000 Penalty: 4752.658691
	Iteration 70Q: 3 clusters Score -2035171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2035171.000000 Penalty: 4752.658691
	Iteration 71Q: 3 clusters Score -2035171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2035173.125000 Penalty: 4752.658691
	Iteration 72Q: 3 clusters Score -2035173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2035175.500000 Penalty: 4752.658691
	Iteration 73Q: 3 clusters Score -2035176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2035178.125000 Penalty: 4752.658691
	Iteration 74Q: 3 clusters Score -2035178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2035180.500000 Penalty: 4752.658691
	Iteration 75Q: 3 clusters Score -2035180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2035185.375000 Penalty: 4752.658691
	Iteration 76Q: 3 clusters Score -2035185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2035190.000000 Penalty: 4752.658691
	Iteration 77Q: 3 clusters Score -2035190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2035190.750000 Penalty: 4752.658691
	Iteration 78Q: 3 clusters Score -2035191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2035197.500000 Penalty: 4752.658691
	Iteration 79Q: 3 clusters Score -2035198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2035197.750000 Penalty: 4752.658691
	Iteration 80F: 3 clusters Score -2035198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2035195.000000 Penalty: 4752.658691
	Iteration 81Q: 3 clusters Score -2035195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2035197.625000 Penalty: 4752.658691
	Iteration 82Q: 3 clusters Score -2035198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2035202.125000 Penalty: 4752.658691
	Iteration 83Q: 3 clusters Score -2035202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2035204.500000 Penalty: 4752.658691
	Iteration 84Q: 3 clusters Score -2035204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2035205.125000 Penalty: 4752.658691
	Iteration 85Q: 3 clusters Score -2035205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2035204.375000 Penalty: 4752.658691
	Iteration 86Q: 3 clusters Score -2035204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2035211.625000 Penalty: 4752.658691
	Iteration 87Q: 3 clusters Score -2035212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2035216.000000 Penalty: 4752.658691
	Iteration 88Q: 3 clusters Score -2035216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2035218.875000 Penalty: 4752.658691
	Iteration 89Q: 3 clusters Score -2035219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2035230.375000 Penalty: 4752.658691
	Iteration 90Q: 3 clusters Score -2035230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2035230.250000 Penalty: 4752.658691
	Iteration 91Q: 3 clusters Score -2035230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2035235.250000 Penalty: 4752.658691
	Iteration 92Q: 3 clusters Score -2035235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2035236.625000 Penalty: 4752.658691
	Iteration 93Q: 3 clusters Score -2035237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2035236.500000 Penalty: 4752.658691
	Iteration 94Q: 3 clusters Score -2035236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2035236.500000 Penalty: 4752.658691
	Iteration 95F: 3 clusters Score -2035236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Entering Unmasked Estep 
Score: -489489.687500 Penalty: 2043.222656
	Iteration 0F: 2 clusters Score -489489.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -485799.281250 Penalty: 4086.445312
	Iteration 0F: 3 clusters Score -485799.3 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -486933.125000 Penalty: 4086.445312
	Iteration 1F: 3 clusters Score -486933.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -487677.625000 Penalty: 4086.445312
	Iteration 2F: 3 clusters Score -487677.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -488552.156250 Penalty: 4086.445312
	Iteration 3F: 3 clusters Score -488552.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -489264.187500 Penalty: 4086.445312
	Iteration 4F: 3 clusters Score -489264.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -489660.437500 Penalty: 4086.445312
	Iteration 5F: 3 clusters Score -489660.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -489985.093750 Penalty: 4086.445312
	Iteration 6Q: 3 clusters Score -489985.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -490097.343750 Penalty: 4086.445312
	Iteration 7Q: 3 clusters Score -490097.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -490136.968750 Penalty: 4086.445312
	Iteration 8Q: 3 clusters Score -490137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -490154.687500 Penalty: 4086.445312
	Iteration 9Q: 3 clusters Score -490154.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -490170.937500 Penalty: 4086.445312
	Iteration 10Q: 3 clusters Score -490170.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -490176.031250 Penalty: 4086.445312
	Iteration 11Q: 3 clusters Score -490176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -490179.843750 Penalty: 4086.445312
	Iteration 12Q: 3 clusters Score -490179.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -490185.187500 Penalty: 4086.445312
	Iteration 13Q: 3 clusters Score -490185.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -490189.562500 Penalty: 4086.445312
	Iteration 14Q: 3 clusters Score -490189.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -490190.000000 Penalty: 4086.445312
	Iteration 15Q: 3 clusters Score -490190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -490191.406250 Penalty: 4086.445312
	Iteration 16Q: 3 clusters Score -490191.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -490195.000000 Penalty: 4086.445312
	Iteration 17Q: 3 clusters Score -490195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -490198.406250 Penalty: 4086.445312
	Iteration 18Q: 3 clusters Score -490198.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -490199.781250 Penalty: 4086.445312
	Iteration 19Q: 3 clusters Score -490199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -490202.093750 Penalty: 4086.445312
	Iteration 20F: 3 clusters Score -490202.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -490202.843750 Penalty: 4086.445312
	Iteration 21Q: 3 clusters Score -490202.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -490202.843750 Penalty: 4086.445312
	Iteration 22F: 3 clusters Score -490202.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228730 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 198004 members 
Mstep: Class 7 contains 3943 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25869 members 
Mstep: Class 10 contains 8753 members 
Mstep: Class 11 contains 40656 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 105112 members 
Mstep: Class 14 contains 279017 members 
Mstep: Class 15 contains 6736 members 
Mstep: Class 16 contains 14501 members 
Mstep: Class 17 contains 3282 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8015 members 
Mstep: Class 20 contains 13089 members 
Mstep: Class 21 contains 4830 members 
Mstep: Class 22 contains 34672 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1012 members 
Mstep: Class 25 contains 503 members 
Entering Unmasked Estep 
Score: -135818272.000000 Penalty: 85638.921875
Splitting cluster 17 changes total score from -135819200.000000 to -135818272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -69166.484375 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -69166.48 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 251 members 
Entering Unmasked Estep 
Score: -67636.679688 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -67636.68 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -67863.851562 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -67863.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67961.500000 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -67961.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -68039.656250 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -68039.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -68108.109375 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -68108.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -68151.132812 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -68151.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -68185.460938 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -68185.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -68207.679688 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -68207.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -68225.515625 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -68225.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -68242.070312 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -68242.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -68262.304688 Penalty: 3135.101074
	Iteration 10Q: 3 clusters Score -68262.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -68302.570312 Penalty: 3135.101074
	Iteration 11Q: 3 clusters Score -68302.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -68322.929688 Penalty: 3135.101074
	Iteration 12Q: 3 clusters Score -68322.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -68327.992188 Penalty: 3135.101074
	Iteration 13Q: 3 clusters Score -68327.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -68327.992188 Penalty: 3135.101074
	Iteration 14F: 3 clusters Score -68327.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Entering Unmasked Estep 
Score: -1090552.000000 Penalty: 2229.289307
	Iteration 0F: 2 clusters Score -1090552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1084188.750000 Penalty: 4458.578613
	Iteration 0F: 3 clusters Score -1084189 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1085877.125000 Penalty: 4458.578613
	Iteration 1F: 3 clusters Score -1085877 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1086122.750000 Penalty: 4458.578613
	Iteration 2F: 3 clusters Score -1086123 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1086300.125000 Penalty: 4458.578613
	Iteration 3Q: 3 clusters Score -1086300 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1086417.250000 Penalty: 4458.578613
	Iteration 4Q: 3 clusters Score -1086417 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1086517.125000 Penalty: 4458.578613
	Iteration 5Q: 3 clusters Score -1086517 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1086613.750000 Penalty: 4458.578613
	Iteration 6Q: 3 clusters Score -1086614 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1086740.375000 Penalty: 4458.578613
	Iteration 7Q: 3 clusters Score -1086740 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1086860.875000 Penalty: 4458.578613
	Iteration 8Q: 3 clusters Score -1086861 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1086987.000000 Penalty: 4458.578613
	Iteration 9Q: 3 clusters Score -1086987 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1087124.125000 Penalty: 4458.578613
	Iteration 10Q: 3 clusters Score -1087124 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1087294.750000 Penalty: 4458.578613
	Iteration 11Q: 3 clusters Score -1087295 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1087492.125000 Penalty: 4458.578613
	Iteration 12Q: 3 clusters Score -1087492 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1087675.750000 Penalty: 4458.578613
	Iteration 13Q: 3 clusters Score -1087676 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1087854.500000 Penalty: 4458.578613
	Iteration 14Q: 3 clusters Score -1087854 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1088015.125000 Penalty: 4458.578613
	Iteration 15Q: 3 clusters Score -1088015 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1088171.500000 Penalty: 4458.578613
	Iteration 16Q: 3 clusters Score -1088172 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1088324.750000 Penalty: 4458.578613
	Iteration 17Q: 3 clusters Score -1088325 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1088436.000000 Penalty: 4458.578613
	Iteration 18Q: 3 clusters Score -1088436 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1088519.000000 Penalty: 4458.578613
	Iteration 19Q: 3 clusters Score -1088519 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1088573.125000 Penalty: 4458.578613
	Iteration 20F: 3 clusters Score -1088573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1088601.875000 Penalty: 4458.578613
	Iteration 21Q: 3 clusters Score -1088602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1088620.750000 Penalty: 4458.578613
	Iteration 22Q: 3 clusters Score -1088621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1088631.125000 Penalty: 4458.578613
	Iteration 23Q: 3 clusters Score -1088631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1088638.625000 Penalty: 4458.578613
	Iteration 24Q: 3 clusters Score -1088639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1088642.250000 Penalty: 4458.578613
	Iteration 25Q: 3 clusters Score -1088642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1088647.000000 Penalty: 4458.578613
	Iteration 26Q: 3 clusters Score -1088647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1088650.875000 Penalty: 4458.578613
	Iteration 27Q: 3 clusters Score -1088651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1088655.250000 Penalty: 4458.578613
	Iteration 28Q: 3 clusters Score -1088655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1088668.000000 Penalty: 4458.578613
	Iteration 29Q: 3 clusters Score -1088668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1088674.000000 Penalty: 4458.578613
	Iteration 30Q: 3 clusters Score -1088674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1088674.625000 Penalty: 4458.578613
	Iteration 31Q: 3 clusters Score -1088675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1088674.625000 Penalty: 4458.578613
	Iteration 32F: 3 clusters Score -1088675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Entering Unmasked Estep 
Score: -1825700.375000 Penalty: 2350.922852
	Iteration 0F: 2 clusters Score -1825700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1816151.625000 Penalty: 4701.845703
	Iteration 0F: 3 clusters Score -1816152 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1818979.750000 Penalty: 4701.845703
	Iteration 1F: 3 clusters Score -1818980 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1819259.125000 Penalty: 4701.845703
	Iteration 2F: 3 clusters Score -1819259 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1819489.750000 Penalty: 4701.845703
	Iteration 3Q: 3 clusters Score -1819490 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1819682.500000 Penalty: 4701.845703
	Iteration 4Q: 3 clusters Score -1819682 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1819871.625000 Penalty: 4701.845703
	Iteration 5Q: 3 clusters Score -1819872 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1820053.375000 Penalty: 4701.845703
	Iteration 6Q: 3 clusters Score -1820053 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1820222.750000 Penalty: 4701.845703
	Iteration 7Q: 3 clusters Score -1820223 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1820437.875000 Penalty: 4701.845703
	Iteration 8Q: 3 clusters Score -1820438 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1820716.500000 Penalty: 4701.845703
	Iteration 9Q: 3 clusters Score -1820716 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1821069.625000 Penalty: 4701.845703
	Iteration 10Q: 3 clusters Score -1821070 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1821486.000000 Penalty: 4701.845703
	Iteration 11Q: 3 clusters Score -1821486 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1821911.875000 Penalty: 4701.845703
	Iteration 12Q: 3 clusters Score -1821912 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1822342.375000 Penalty: 4701.845703
	Iteration 13Q: 3 clusters Score -1822342 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1822718.375000 Penalty: 4701.845703
	Iteration 14Q: 3 clusters Score -1822718 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1823018.875000 Penalty: 4701.845703
	Iteration 15Q: 3 clusters Score -1823019 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1823254.875000 Penalty: 4701.845703
	Iteration 16Q: 3 clusters Score -1823255 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1823387.500000 Penalty: 4701.845703
	Iteration 17Q: 3 clusters Score -1823388 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1823476.000000 Penalty: 4701.845703
	Iteration 18Q: 3 clusters Score -1823476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1823533.000000 Penalty: 4701.845703
	Iteration 19Q: 3 clusters Score -1823533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1823571.000000 Penalty: 4701.845703
	Iteration 20F: 3 clusters Score -1823571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1823600.250000 Penalty: 4701.845703
	Iteration 21Q: 3 clusters Score -1823600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1823619.875000 Penalty: 4701.845703
	Iteration 22Q: 3 clusters Score -1823620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1823628.375000 Penalty: 4701.845703
	Iteration 23Q: 3 clusters Score -1823628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1823634.750000 Penalty: 4701.845703
	Iteration 24Q: 3 clusters Score -1823635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1823641.375000 Penalty: 4701.845703
	Iteration 25Q: 3 clusters Score -1823641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1823645.250000 Penalty: 4701.845703
	Iteration 26Q: 3 clusters Score -1823645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1823649.625000 Penalty: 4701.845703
	Iteration 27Q: 3 clusters Score -1823650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1823651.750000 Penalty: 4701.845703
	Iteration 28Q: 3 clusters Score -1823652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1823653.000000 Penalty: 4701.845703
	Iteration 29Q: 3 clusters Score -1823653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1823655.000000 Penalty: 4701.845703
	Iteration 30Q: 3 clusters Score -1823655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1823655.000000 Penalty: 4701.845703
	Iteration 31F: 3 clusters Score -1823655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Entering Unmasked Estep 
Score: -664022.187500 Penalty: 2103.685303
	Iteration 0F: 2 clusters Score -664022.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -659539.812500 Penalty: 4207.370605
	Iteration 0F: 3 clusters Score -659539.8 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -660627.812500 Penalty: 4207.370605
	Iteration 1F: 3 clusters Score -660627.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -660854.375000 Penalty: 4207.370605
	Iteration 2F: 3 clusters Score -660854.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -661008.937500 Penalty: 4207.370605
	Iteration 3Q: 3 clusters Score -661008.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -661116.687500 Penalty: 4207.370605
	Iteration 4Q: 3 clusters Score -661116.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -661213.125000 Penalty: 4207.370605
	Iteration 5Q: 3 clusters Score -661213.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -661292.687500 Penalty: 4207.370605
	Iteration 6Q: 3 clusters Score -661292.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -661353.125000 Penalty: 4207.370605
	Iteration 7Q: 3 clusters Score -661353.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -661397.875000 Penalty: 4207.370605
	Iteration 8Q: 3 clusters Score -661397.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -661437.125000 Penalty: 4207.370605
	Iteration 9Q: 3 clusters Score -661437.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -661470.812500 Penalty: 4207.370605
	Iteration 10Q: 3 clusters Score -661470.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -661500.312500 Penalty: 4207.370605
	Iteration 11Q: 3 clusters Score -661500.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -661521.750000 Penalty: 4207.370605
	Iteration 12Q: 3 clusters Score -661521.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -661545.812500 Penalty: 4207.370605
	Iteration 13Q: 3 clusters Score -661545.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -661575.250000 Penalty: 4207.370605
	Iteration 14Q: 3 clusters Score -661575.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -661605.875000 Penalty: 4207.370605
	Iteration 15Q: 3 clusters Score -661605.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -661631.812500 Penalty: 4207.370605
	Iteration 16Q: 3 clusters Score -661631.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -661654.187500 Penalty: 4207.370605
	Iteration 17Q: 3 clusters Score -661654.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -661667.250000 Penalty: 4207.370605
	Iteration 18Q: 3 clusters Score -661667.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -661678.187500 Penalty: 4207.370605
	Iteration 19Q: 3 clusters Score -661678.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -661692.312500 Penalty: 4207.370605
	Iteration 20F: 3 clusters Score -661692.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -661705.312500 Penalty: 4207.370605
	Iteration 21Q: 3 clusters Score -661705.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -661711.375000 Penalty: 4207.370605
	Iteration 22Q: 3 clusters Score -661711.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -661719.312500 Penalty: 4207.370605
	Iteration 23Q: 3 clusters Score -661719.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -661725.625000 Penalty: 4207.370605
	Iteration 24Q: 3 clusters Score -661725.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -661733.000000 Penalty: 4207.370605
	Iteration 25Q: 3 clusters Score -661733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -661742.750000 Penalty: 4207.370605
	Iteration 26Q: 3 clusters Score -661742.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -661754.687500 Penalty: 4207.370605
	Iteration 27Q: 3 clusters Score -661754.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -661769.500000 Penalty: 4207.370605
	Iteration 28Q: 3 clusters Score -661769.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -661775.187500 Penalty: 4207.370605
	Iteration 29Q: 3 clusters Score -661775.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -661783.937500 Penalty: 4207.370605
	Iteration 30Q: 3 clusters Score -661783.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -661789.375000 Penalty: 4207.370605
	Iteration 31Q: 3 clusters Score -661789.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -661794.937500 Penalty: 4207.370605
	Iteration 32Q: 3 clusters Score -661794.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -661798.500000 Penalty: 4207.370605
	Iteration 33Q: 3 clusters Score -661798.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -661806.312500 Penalty: 4207.370605
	Iteration 34Q: 3 clusters Score -661806.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -661808.562500 Penalty: 4207.370605
	Iteration 35Q: 3 clusters Score -661808.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -661810.562500 Penalty: 4207.370605
	Iteration 36Q: 3 clusters Score -661810.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -661813.500000 Penalty: 4207.370605
	Iteration 37Q: 3 clusters Score -661813.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -661815.812500 Penalty: 4207.370605
	Iteration 38Q: 3 clusters Score -661815.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -661814.625000 Penalty: 4207.370605
	Iteration 39Q: 3 clusters Score -661814.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -661814.812500 Penalty: 4207.370605
	Iteration 40F: 3 clusters Score -661814.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -661819.125000 Penalty: 4207.370605
	Iteration 41Q: 3 clusters Score -661819.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -661821.500000 Penalty: 4207.370605
	Iteration 42Q: 3 clusters Score -661821.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -661823.500000 Penalty: 4207.370605
	Iteration 43Q: 3 clusters Score -661823.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -661825.187500 Penalty: 4207.370605
	Iteration 44Q: 3 clusters Score -661825.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -661824.937500 Penalty: 4207.370605
	Iteration 45Q: 3 clusters Score -661824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -661826.437500 Penalty: 4207.370605
	Iteration 46Q: 3 clusters Score -661826.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -661827.375000 Penalty: 4207.370605
	Iteration 47Q: 3 clusters Score -661827.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -661827.500000 Penalty: 4207.370605
	Iteration 48Q: 3 clusters Score -661827.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -661826.875000 Penalty: 4207.370605
	Iteration 49Q: 3 clusters Score -661826.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -661827.312500 Penalty: 4207.370605
	Iteration 50Q: 3 clusters Score -661827.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -661827.250000 Penalty: 4207.370605
	Iteration 51Q: 3 clusters Score -661827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -661828.125000 Penalty: 4207.370605
	Iteration 52Q: 3 clusters Score -661828.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -661828.812500 Penalty: 4207.370605
	Iteration 53Q: 3 clusters Score -661828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -661830.687500 Penalty: 4207.370605
	Iteration 54Q: 3 clusters Score -661830.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -661828.312500 Penalty: 4207.370605
	Iteration 55Q: 3 clusters Score -661828.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -661830.250000 Penalty: 4207.370605
	Iteration 56Q: 3 clusters Score -661830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -661832.000000 Penalty: 4207.370605
	Iteration 57Q: 3 clusters Score -661832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -661831.812500 Penalty: 4207.370605
	Iteration 58Q: 3 clusters Score -661831.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -661835.187500 Penalty: 4207.370605
	Iteration 59Q: 3 clusters Score -661835.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -661835.062500 Penalty: 4207.370605
	Iteration 60F: 3 clusters Score -661835.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -661838.625000 Penalty: 4207.370605
	Iteration 61Q: 3 clusters Score -661838.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -661840.312500 Penalty: 4207.370605
	Iteration 62Q: 3 clusters Score -661840.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -661845.937500 Penalty: 4207.370605
	Iteration 63Q: 3 clusters Score -661845.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -661848.312500 Penalty: 4207.370605
	Iteration 64Q: 3 clusters Score -661848.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -661851.062500 Penalty: 4207.370605
	Iteration 65Q: 3 clusters Score -661851.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -661855.562500 Penalty: 4207.370605
	Iteration 66Q: 3 clusters Score -661855.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -661860.312500 Penalty: 4207.370605
	Iteration 67Q: 3 clusters Score -661860.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -661865.437500 Penalty: 4207.370605
	Iteration 68Q: 3 clusters Score -661865.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -661869.437500 Penalty: 4207.370605
	Iteration 69Q: 3 clusters Score -661869.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -661871.250000 Penalty: 4207.370605
	Iteration 70Q: 3 clusters Score -661871.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -661872.937500 Penalty: 4207.370605
	Iteration 71Q: 3 clusters Score -661872.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -661874.375000 Penalty: 4207.370605
	Iteration 72Q: 3 clusters Score -661874.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -661876.437500 Penalty: 4207.370605
	Iteration 73Q: 3 clusters Score -661876.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -661878.812500 Penalty: 4207.370605
	Iteration 74Q: 3 clusters Score -661878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -661880.562500 Penalty: 4207.370605
	Iteration 75Q: 3 clusters Score -661880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -661878.875000 Penalty: 4207.370605
	Iteration 76Q: 3 clusters Score -661878.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -661881.625000 Penalty: 4207.370605
	Iteration 77Q: 3 clusters Score -661881.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -661883.312500 Penalty: 4207.370605
	Iteration 78Q: 3 clusters Score -661883.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -661883.562500 Penalty: 4207.370605
	Iteration 79Q: 3 clusters Score -661883.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -661886.250000 Penalty: 4207.370605
	Iteration 80F: 3 clusters Score -661886.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -661887.562500 Penalty: 4207.370605
	Iteration 81Q: 3 clusters Score -661887.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -661889.875000 Penalty: 4207.370605
	Iteration 82Q: 3 clusters Score -661889.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -661890.062500 Penalty: 4207.370605
	Iteration 83Q: 3 clusters Score -661890.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -661891.000000 Penalty: 4207.370605
	Iteration 84Q: 3 clusters Score -661891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -661894.562500 Penalty: 4207.370605
	Iteration 85Q: 3 clusters Score -661894.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -661896.750000 Penalty: 4207.370605
	Iteration 86Q: 3 clusters Score -661896.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -661899.812500 Penalty: 4207.370605
	Iteration 87Q: 3 clusters Score -661899.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -661900.875000 Penalty: 4207.370605
	Iteration 88Q: 3 clusters Score -661900.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -661904.437500 Penalty: 4207.370605
	Iteration 89Q: 3 clusters Score -661904.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -661908.500000 Penalty: 4207.370605
	Iteration 90Q: 3 clusters Score -661908.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -661915.562500 Penalty: 4207.370605
	Iteration 91Q: 3 clusters Score -661915.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -661926.125000 Penalty: 4207.370605
	Iteration 92Q: 3 clusters Score -661926.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -661932.125000 Penalty: 4207.370605
	Iteration 93Q: 3 clusters Score -661932.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -661939.187500 Penalty: 4207.370605
	Iteration 94Q: 3 clusters Score -661939.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -661942.625000 Penalty: 4207.370605
	Iteration 95Q: 3 clusters Score -661942.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -661947.125000 Penalty: 4207.370605
	Iteration 96Q: 3 clusters Score -661947.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -661952.750000 Penalty: 4207.370605
	Iteration 97Q: 3 clusters Score -661952.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -661957.812500 Penalty: 4207.370605
	Iteration 98Q: 3 clusters Score -661957.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -661961.250000 Penalty: 4207.370605
	Iteration 99Q: 3 clusters Score -661961.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -661963.937500 Penalty: 4207.370605
	Iteration 100F: 3 clusters Score -661963.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -661965.375000 Penalty: 4207.370605
	Iteration 101Q: 3 clusters Score -661965.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -661970.125000 Penalty: 4207.370605
	Iteration 102Q: 3 clusters Score -661970.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -661976.062500 Penalty: 4207.370605
	Iteration 103Q: 3 clusters Score -661976.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -661980.812500 Penalty: 4207.370605
	Iteration 104Q: 3 clusters Score -661980.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -661983.625000 Penalty: 4207.370605
	Iteration 105Q: 3 clusters Score -661983.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -661989.187500 Penalty: 4207.370605
	Iteration 106Q: 3 clusters Score -661989.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -661992.687500 Penalty: 4207.370605
	Iteration 107Q: 3 clusters Score -661992.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -662003.000000 Penalty: 4207.370605
	Iteration 108Q: 3 clusters Score -662003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -662016.000000 Penalty: 4207.370605
	Iteration 109Q: 3 clusters Score -662016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -662035.312500 Penalty: 4207.370605
	Iteration 110Q: 3 clusters Score -662035.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -662057.125000 Penalty: 4207.370605
	Iteration 111Q: 3 clusters Score -662057.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -662080.562500 Penalty: 4207.370605
	Iteration 112Q: 3 clusters Score -662080.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -662106.437500 Penalty: 4207.370605
	Iteration 113Q: 3 clusters Score -662106.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -662142.687500 Penalty: 4207.370605
	Iteration 114Q: 3 clusters Score -662142.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -662188.125000 Penalty: 4207.370605
	Iteration 115Q: 3 clusters Score -662188.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -662226.687500 Penalty: 4207.370605
	Iteration 116Q: 3 clusters Score -662226.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -662256.750000 Penalty: 4207.370605
	Iteration 117Q: 3 clusters Score -662256.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -662290.312500 Penalty: 4207.370605
	Iteration 118Q: 3 clusters Score -662290.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -662312.312500 Penalty: 4207.370605
	Iteration 119Q: 3 clusters Score -662312.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -662331.312500 Penalty: 4207.370605
	Iteration 120F: 3 clusters Score -662331.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -662346.375000 Penalty: 4207.370605
	Iteration 121Q: 3 clusters Score -662346.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -662360.937500 Penalty: 4207.370605
	Iteration 122Q: 3 clusters Score -662360.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -662370.000000 Penalty: 4207.370605
	Iteration 123Q: 3 clusters Score -662370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -662377.625000 Penalty: 4207.370605
	Iteration 124Q: 3 clusters Score -662377.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -662387.062500 Penalty: 4207.370605
	Iteration 125Q: 3 clusters Score -662387.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -662394.937500 Penalty: 4207.370605
	Iteration 126Q: 3 clusters Score -662394.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -662400.562500 Penalty: 4207.370605
	Iteration 127Q: 3 clusters Score -662400.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -662406.375000 Penalty: 4207.370605
	Iteration 128Q: 3 clusters Score -662406.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -662412.000000 Penalty: 4207.370605
	Iteration 129Q: 3 clusters Score -662412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -662414.000000 Penalty: 4207.370605
	Iteration 130Q: 3 clusters Score -662414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -662415.750000 Penalty: 4207.370605
	Iteration 131Q: 3 clusters Score -662415.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -662416.250000 Penalty: 4207.370605
	Iteration 132Q: 3 clusters Score -662416.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -662418.375000 Penalty: 4207.370605
	Iteration 133Q: 3 clusters Score -662418.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -662420.250000 Penalty: 4207.370605
	Iteration 134Q: 3 clusters Score -662420.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -662421.250000 Penalty: 4207.370605
	Iteration 135Q: 3 clusters Score -662421.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -662423.812500 Penalty: 4207.370605
	Iteration 136Q: 3 clusters Score -662423.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -662426.562500 Penalty: 4207.370605
	Iteration 137Q: 3 clusters Score -662426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -662428.937500 Penalty: 4207.370605
	Iteration 138Q: 3 clusters Score -662428.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -662430.312500 Penalty: 4207.370605
	Iteration 139Q: 3 clusters Score -662430.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -662430.125000 Penalty: 4207.370605
	Iteration 140F: 3 clusters Score -662430.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Entering Unmasked Estep 
Score: -4704465.500000 Penalty: 2592.514648
	Iteration 0F: 2 clusters Score -4704466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -4680857.500000 Penalty: 5185.029297
	Iteration 0F: 3 clusters Score -4680858 nChanged 15647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -4689569.500000 Penalty: 5185.029297
	Iteration 1F: 3 clusters Score -4689570 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4689992.500000 Penalty: 5185.029297
	Iteration 2Q: 3 clusters Score -4689992 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -4690374.000000 Penalty: 5185.029297
	Iteration 3Q: 3 clusters Score -4690374 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -4690808.000000 Penalty: 5185.029297
	Iteration 4Q: 3 clusters Score -4690808 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -4691281.000000 Penalty: 5185.029297
	Iteration 5Q: 3 clusters Score -4691281 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -4691913.500000 Penalty: 5185.029297
	Iteration 6Q: 3 clusters Score -4691914 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -4692731.500000 Penalty: 5185.029297
	Iteration 7Q: 3 clusters Score -4692732 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -4693739.500000 Penalty: 5185.029297
	Iteration 8F: 3 clusters Score -4693740 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -4694995.000000 Penalty: 5185.029297
	Iteration 9F: 3 clusters Score -4694995 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -4696561.500000 Penalty: 5185.029297
	Iteration 10F: 3 clusters Score -4696562 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -4698159.000000 Penalty: 5185.029297
	Iteration 11F: 3 clusters Score -4698159 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -4699704.000000 Penalty: 5185.029297
	Iteration 12F: 3 clusters Score -4699704 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -4701196.500000 Penalty: 5185.029297
	Iteration 13Q: 3 clusters Score -4701196 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -4702307.500000 Penalty: 5185.029297
	Iteration 14Q: 3 clusters Score -4702308 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -4702533.500000 Penalty: 5185.029297
	Iteration 15Q: 3 clusters Score -4702534 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -4702643.500000 Penalty: 5185.029297
	Iteration 16Q: 3 clusters Score -4702644 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -4702723.500000 Penalty: 5185.029297
	Iteration 17Q: 3 clusters Score -4702724 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -4702778.500000 Penalty: 5185.029297
	Iteration 18Q: 3 clusters Score -4702778 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -4702825.000000 Penalty: 5185.029297
	Iteration 19Q: 3 clusters Score -4702825 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -4702862.500000 Penalty: 5185.029297
	Iteration 20F: 3 clusters Score -4702862 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -4702884.500000 Penalty: 5185.029297
	Iteration 21Q: 3 clusters Score -4702884 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -4702908.000000 Penalty: 5185.029297
	Iteration 22Q: 3 clusters Score -4702908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -4702928.500000 Penalty: 5185.029297
	Iteration 23Q: 3 clusters Score -4702928 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -4702946.000000 Penalty: 5185.029297
	Iteration 24Q: 3 clusters Score -4702946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -4702959.000000 Penalty: 5185.029297
	Iteration 25Q: 3 clusters Score -4702959 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -4702968.500000 Penalty: 5185.029297
	Iteration 26Q: 3 clusters Score -4702968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -4702974.500000 Penalty: 5185.029297
	Iteration 27Q: 3 clusters Score -4702974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -4702972.000000 Penalty: 5185.029297
	Iteration 28Q: 3 clusters Score -4702972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -4702968.500000 Penalty: 5185.029297
	Iteration 29Q: 3 clusters Score -4702968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -4702969.500000 Penalty: 5185.029297
	Iteration 30Q: 3 clusters Score -4702970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -4702970.500000 Penalty: 5185.029297
	Iteration 31Q: 3 clusters Score -4702970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -4702982.000000 Penalty: 5185.029297
	Iteration 32Q: 3 clusters Score -4702982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -4702982.000000 Penalty: 5185.029297
	Iteration 33Q: 3 clusters Score -4702982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -4702987.000000 Penalty: 5185.029297
	Iteration 34Q: 3 clusters Score -4702987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -4702990.000000 Penalty: 5185.029297
	Iteration 35Q: 3 clusters Score -4702990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -4702987.500000 Penalty: 5185.029297
	Iteration 36Q: 3 clusters Score -4702988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -4702993.000000 Penalty: 5185.029297
	Iteration 37Q: 3 clusters Score -4702993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -4702994.000000 Penalty: 5185.029297
	Iteration 38Q: 3 clusters Score -4702994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -4702998.000000 Penalty: 5185.029297
	Iteration 39Q: 3 clusters Score -4702998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -4703001.500000 Penalty: 5185.029297
	Iteration 40F: 3 clusters Score -4703002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -63181.835938 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -63181.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61717.886719 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -61717.89 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -61888.085938 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -61888.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -61947.972656 Penalty: 3086.397705
	Iteration 2F: 3 clusters Score -61947.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -61986.894531 Penalty: 3086.397705
	Iteration 3Q: 3 clusters Score -61986.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -62019.378906 Penalty: 3086.397705
	Iteration 4Q: 3 clusters Score -62019.38 nChanged 11
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: -62045.660156 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -62045.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -62061.960938 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -62061.96 nChanged 2
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: -62064.367188 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -62064.37 nChanged 2
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: -62068.789062 Penalty: 3086.397705
	Iteration 8Q: 3 clusters Score -62068.79 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: -62072.953125 Penalty: 3086.397705
	Iteration 9Q: 3 clusters Score -62072.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -62075.882812 Penalty: 3086.397705
	Iteration 10Q: 3 clusters Score -62075.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -62077.242188 Penalty: 3086.397705
	Iteration 11Q: 3 clusters Score -62077.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -62077.242188 Penalty: 3086.397705
	Iteration 12F: 3 clusters Score -62077.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -131662.781250 Penalty: 1716.081665
	Iteration 0F: 2 clusters Score -131662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -129700.210938 Penalty: 3432.163330
	Iteration 0F: 3 clusters Score -129700.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -129967.906250 Penalty: 3432.163330
	Iteration 1F: 3 clusters Score -129967.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -130071.671875 Penalty: 3432.163330
	Iteration 2F: 3 clusters Score -130071.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -130138.921875 Penalty: 3432.163330
	Iteration 3Q: 3 clusters Score -130138.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -130177.320312 Penalty: 3432.163330
	Iteration 4Q: 3 clusters Score -130177.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -130193.531250 Penalty: 3432.163330
	Iteration 5Q: 3 clusters Score -130193.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -130198.640625 Penalty: 3432.163330
	Iteration 6Q: 3 clusters Score -130198.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -130204.062500 Penalty: 3432.163330
	Iteration 7Q: 3 clusters Score -130204.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -130205.921875 Penalty: 3432.163330
	Iteration 8Q: 3 clusters Score -130205.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -130207.023438 Penalty: 3432.163330
	Iteration 9Q: 3 clusters Score -130207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -130208.632812 Penalty: 3432.163330
	Iteration 10Q: 3 clusters Score -130208.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -130212.851562 Penalty: 3432.163330
	Iteration 11Q: 3 clusters Score -130212.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -130214.718750 Penalty: 3432.163330
	Iteration 12Q: 3 clusters Score -130214.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -130216.328125 Penalty: 3432.163330
	Iteration 13Q: 3 clusters Score -130216.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -130217.304688 Penalty: 3432.163330
	Iteration 14Q: 3 clusters Score -130217.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -130217.304688 Penalty: 3432.163330
	Iteration 15F: 3 clusters Score -130217.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228730 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 198004 members 
Mstep: Class 7 contains 3943 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25869 members 
Mstep: Class 10 contains 8753 members 
Mstep: Class 11 contains 40656 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 105112 members 
Mstep: Class 14 contains 279017 members 
Mstep: Class 15 contains 6736 members 
Mstep: Class 16 contains 14501 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8015 members 
Mstep: Class 20 contains 13089 members 
Mstep: Class 21 contains 4830 members 
Mstep: Class 22 contains 34672 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819056.000000 Penalty: 82213.359375
Iteration 119Q: 25 clusters Score -1.358191e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 2311 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228760 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 198030 members 
Mstep: Class 7 contains 3950 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25865 members 
Mstep: Class 10 contains 8753 members 
Mstep: Class 11 contains 40678 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 104948 members 
Mstep: Class 14 contains 279118 members 
Mstep: Class 15 contains 6741 members 
Mstep: Class 16 contains 14510 members 
Mstep: Class 17 contains 3794 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8015 members 
Mstep: Class 20 contains 13090 members 
Mstep: Class 21 contains 4828 members 
Mstep: Class 22 contains 34636 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819104.000000 Penalty: 82213.359375
Iteration 120F: 25 clusters Score -1.358191e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228779 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 198048 members 
Mstep: Class 7 contains 3954 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25866 members 
Mstep: Class 10 contains 8754 members 
Mstep: Class 11 contains 40691 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 104781 members 
Mstep: Class 14 contains 279255 members 
Mstep: Class 15 contains 6744 members 
Mstep: Class 16 contains 14511 members 
Mstep: Class 17 contains 3801 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8012 members 
Mstep: Class 20 contains 13092 members 
Mstep: Class 21 contains 4831 members 
Mstep: Class 22 contains 34602 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819360.000000 Penalty: 82213.359375
Iteration 121Q: 25 clusters Score -1.358194e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 2296 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228804 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 198070 members 
Mstep: Class 7 contains 3961 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25870 members 
Mstep: Class 10 contains 8746 members 
Mstep: Class 11 contains 40701 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 104610 members 
Mstep: Class 14 contains 279404 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 14513 members 
Mstep: Class 17 contains 3804 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 8004 members 
Mstep: Class 20 contains 13090 members 
Mstep: Class 21 contains 4830 members 
Mstep: Class 22 contains 34576 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819328.000000 Penalty: 82213.359375
Iteration 122Q: 25 clusters Score -1.358193e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 2284 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228842 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 198102 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25875 members 
Mstep: Class 10 contains 8736 members 
Mstep: Class 11 contains 40705 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 104438 members 
Mstep: Class 14 contains 279537 members 
Mstep: Class 15 contains 6748 members 
Mstep: Class 16 contains 14519 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7999 members 
Mstep: Class 20 contains 13087 members 
Mstep: Class 21 contains 4829 members 
Mstep: Class 22 contains 34540 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819216.000000 Penalty: 82213.359375
Iteration 123Q: 25 clusters Score -1.358192e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2276 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228884 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 198121 members 
Mstep: Class 7 contains 3971 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25881 members 
Mstep: Class 10 contains 8721 members 
Mstep: Class 11 contains 40719 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 104259 members 
Mstep: Class 14 contains 279666 members 
Mstep: Class 15 contains 6751 members 
Mstep: Class 16 contains 14522 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7996 members 
Mstep: Class 20 contains 13088 members 
Mstep: Class 21 contains 4831 members 
Mstep: Class 22 contains 34517 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819456.000000 Penalty: 82213.359375
Iteration 124Q: 25 clusters Score -1.358195e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2271 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228901 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 198144 members 
Mstep: Class 7 contains 3978 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25882 members 
Mstep: Class 10 contains 8726 members 
Mstep: Class 11 contains 40728 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 104101 members 
Mstep: Class 14 contains 279785 members 
Mstep: Class 15 contains 6754 members 
Mstep: Class 16 contains 14522 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7992 members 
Mstep: Class 20 contains 13086 members 
Mstep: Class 21 contains 4834 members 
Mstep: Class 22 contains 34487 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819344.000000 Penalty: 82213.359375
Iteration 125Q: 25 clusters Score -1.358193e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228919 members 
Mstep: Class 5 contains 3389 members 
Mstep: Class 6 contains 198159 members 
Mstep: Class 7 contains 3979 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25880 members 
Mstep: Class 10 contains 8729 members 
Mstep: Class 11 contains 40739 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 103959 members 
Mstep: Class 14 contains 279892 members 
Mstep: Class 15 contains 6755 members 
Mstep: Class 16 contains 14525 members 
Mstep: Class 17 contains 3817 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7995 members 
Mstep: Class 20 contains 13084 members 
Mstep: Class 21 contains 4834 members 
Mstep: Class 22 contains 34456 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819376.000000 Penalty: 82213.359375
Iteration 126Q: 25 clusters Score -1.358194e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228932 members 
Mstep: Class 5 contains 3392 members 
Mstep: Class 6 contains 198186 members 
Mstep: Class 7 contains 3983 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25882 members 
Mstep: Class 10 contains 8721 members 
Mstep: Class 11 contains 40753 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 103808 members 
Mstep: Class 14 contains 280004 members 
Mstep: Class 15 contains 6754 members 
Mstep: Class 16 contains 14530 members 
Mstep: Class 17 contains 3823 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7994 members 
Mstep: Class 20 contains 13079 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 34416 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819264.000000 Penalty: 82213.359375
Iteration 127Q: 25 clusters Score -1.358193e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228952 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 198211 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25884 members 
Mstep: Class 10 contains 8699 members 
Mstep: Class 11 contains 40760 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 103657 members 
Mstep: Class 14 contains 280123 members 
Mstep: Class 15 contains 6755 members 
Mstep: Class 16 contains 14531 members 
Mstep: Class 17 contains 3834 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7990 members 
Mstep: Class 20 contains 13081 members 
Mstep: Class 21 contains 4848 members 
Mstep: Class 22 contains 34365 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819488.000000 Penalty: 82213.359375
Iteration 128Q: 25 clusters Score -1.358195e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 2257 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 228988 members 
Mstep: Class 5 contains 3395 members 
Mstep: Class 6 contains 198252 members 
Mstep: Class 7 contains 4000 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25885 members 
Mstep: Class 10 contains 8665 members 
Mstep: Class 11 contains 40774 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 103524 members 
Mstep: Class 14 contains 280202 members 
Mstep: Class 15 contains 6756 members 
Mstep: Class 16 contains 14535 members 
Mstep: Class 17 contains 3842 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7981 members 
Mstep: Class 20 contains 13088 members 
Mstep: Class 21 contains 4851 members 
Mstep: Class 22 contains 34317 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819488.000000 Penalty: 82213.359375
Iteration 129Q: 25 clusters Score -1.358195e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 2252 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229035 members 
Mstep: Class 5 contains 3396 members 
Mstep: Class 6 contains 198279 members 
Mstep: Class 7 contains 4016 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25891 members 
Mstep: Class 10 contains 8609 members 
Mstep: Class 11 contains 40781 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 103383 members 
Mstep: Class 14 contains 280307 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 14537 members 
Mstep: Class 17 contains 3851 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7977 members 
Mstep: Class 20 contains 13089 members 
Mstep: Class 21 contains 4851 members 
Mstep: Class 22 contains 34274 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819424.000000 Penalty: 82213.359375
Iteration 130Q: 25 clusters Score -1.358194e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2252 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229105 members 
Mstep: Class 5 contains 3397 members 
Mstep: Class 6 contains 198294 members 
Mstep: Class 7 contains 4028 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25888 members 
Mstep: Class 10 contains 8530 members 
Mstep: Class 11 contains 40807 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 103258 members 
Mstep: Class 14 contains 280375 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 14538 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7969 members 
Mstep: Class 20 contains 13096 members 
Mstep: Class 21 contains 4855 members 
Mstep: Class 22 contains 34236 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819424.000000 Penalty: 82213.359375
Iteration 131Q: 25 clusters Score -1.358194e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 2250 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229178 members 
Mstep: Class 5 contains 3397 members 
Mstep: Class 6 contains 198310 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25893 members 
Mstep: Class 10 contains 8422 members 
Mstep: Class 11 contains 40827 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 103136 members 
Mstep: Class 14 contains 280448 members 
Mstep: Class 15 contains 6759 members 
Mstep: Class 16 contains 14537 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7961 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 21 contains 4862 members 
Mstep: Class 22 contains 34182 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819376.000000 Penalty: 82213.359375
Iteration 132Q: 25 clusters Score -1.358194e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229262 members 
Mstep: Class 5 contains 3397 members 
Mstep: Class 6 contains 198305 members 
Mstep: Class 7 contains 4057 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25895 members 
Mstep: Class 10 contains 8353 members 
Mstep: Class 11 contains 40841 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 103022 members 
Mstep: Class 14 contains 280511 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 14539 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7945 members 
Mstep: Class 20 contains 13111 members 
Mstep: Class 21 contains 4872 members 
Mstep: Class 22 contains 34110 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135819760.000000 Penalty: 82213.359375
Iteration 133Q: 25 clusters Score -1.358198e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 2239 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229352 members 
Mstep: Class 5 contains 3398 members 
Mstep: Class 6 contains 198283 members 
Mstep: Class 7 contains 4066 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25897 members 
Mstep: Class 10 contains 8316 members 
Mstep: Class 11 contains 40858 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 102913 members 
Mstep: Class 14 contains 280563 members 
Mstep: Class 15 contains 6764 members 
Mstep: Class 16 contains 14537 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7918 members 
Mstep: Class 20 contains 13112 members 
Mstep: Class 21 contains 4879 members 
Mstep: Class 22 contains 34016 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820000.000000 Penalty: 82213.359375
Iteration 134Q: 25 clusters Score -1.3582e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229404 members 
Mstep: Class 5 contains 3398 members 
Mstep: Class 6 contains 198234 members 
Mstep: Class 7 contains 4085 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25897 members 
Mstep: Class 10 contains 8318 members 
Mstep: Class 11 contains 40876 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 102801 members 
Mstep: Class 14 contains 280613 members 
Mstep: Class 15 contains 6769 members 
Mstep: Class 16 contains 14536 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7894 members 
Mstep: Class 20 contains 13120 members 
Mstep: Class 21 contains 4882 members 
Mstep: Class 22 contains 33922 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820080.000000 Penalty: 82213.359375
Iteration 135Q: 25 clusters Score -1.358201e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 2229 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229417 members 
Mstep: Class 5 contains 3398 members 
Mstep: Class 6 contains 198173 members 
Mstep: Class 7 contains 4090 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25900 members 
Mstep: Class 10 contains 8362 members 
Mstep: Class 11 contains 40887 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 102691 members 
Mstep: Class 14 contains 280673 members 
Mstep: Class 15 contains 6775 members 
Mstep: Class 16 contains 14532 members 
Mstep: Class 17 contains 3888 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7873 members 
Mstep: Class 20 contains 13130 members 
Mstep: Class 21 contains 4895 members 
Mstep: Class 22 contains 33814 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820368.000000 Penalty: 82213.359375
Iteration 136Q: 25 clusters Score -1.358204e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 2223 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229401 members 
Mstep: Class 5 contains 3398 members 
Mstep: Class 6 contains 198088 members 
Mstep: Class 7 contains 4099 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25897 members 
Mstep: Class 10 contains 8449 members 
Mstep: Class 11 contains 40894 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 102599 members 
Mstep: Class 14 contains 280733 members 
Mstep: Class 15 contains 6779 members 
Mstep: Class 16 contains 14534 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 13146 members 
Mstep: Class 21 contains 4896 members 
Mstep: Class 22 contains 33710 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820144.000000 Penalty: 82213.359375
Iteration 137Q: 25 clusters Score -1.358201e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 2221 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229407 members 
Mstep: Class 5 contains 3398 members 
Mstep: Class 6 contains 198004 members 
Mstep: Class 7 contains 4105 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25899 members 
Mstep: Class 10 contains 8550 members 
Mstep: Class 11 contains 40903 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 102500 members 
Mstep: Class 14 contains 280784 members 
Mstep: Class 15 contains 6780 members 
Mstep: Class 16 contains 14531 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 13157 members 
Mstep: Class 21 contains 4899 members 
Mstep: Class 22 contains 33627 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820432.000000 Penalty: 82213.359375
Iteration 138Q: 25 clusters Score -1.358204e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2219 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229404 members 
Mstep: Class 5 contains 3399 members 
Mstep: Class 6 contains 197939 members 
Mstep: Class 7 contains 4111 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25903 members 
Mstep: Class 10 contains 8640 members 
Mstep: Class 11 contains 40909 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 102402 members 
Mstep: Class 14 contains 280832 members 
Mstep: Class 15 contains 6780 members 
Mstep: Class 16 contains 14539 members 
Mstep: Class 17 contains 3935 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7807 members 
Mstep: Class 20 contains 13164 members 
Mstep: Class 21 contains 4903 members 
Mstep: Class 22 contains 33556 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820240.000000 Penalty: 82213.359375
Iteration 139Q: 25 clusters Score -1.358202e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 2218 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229415 members 
Mstep: Class 5 contains 3399 members 
Mstep: Class 6 contains 197847 members 
Mstep: Class 7 contains 4116 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25906 members 
Mstep: Class 10 contains 8741 members 
Mstep: Class 11 contains 40920 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 102312 members 
Mstep: Class 14 contains 280869 members 
Mstep: Class 15 contains 6784 members 
Mstep: Class 16 contains 14549 members 
Mstep: Class 17 contains 3950 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7797 members 
Mstep: Class 20 contains 13174 members 
Mstep: Class 21 contains 4911 members 
Mstep: Class 22 contains 33493 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820448.000000 Penalty: 82213.359375
Iteration 140F: 25 clusters Score -1.358204e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 2218 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229412 members 
Mstep: Class 5 contains 3399 members 
Mstep: Class 6 contains 197755 members 
Mstep: Class 7 contains 4124 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25911 members 
Mstep: Class 10 contains 8861 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 102234 members 
Mstep: Class 14 contains 280909 members 
Mstep: Class 15 contains 6786 members 
Mstep: Class 16 contains 14550 members 
Mstep: Class 17 contains 3964 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 13182 members 
Mstep: Class 21 contains 4920 members 
Mstep: Class 22 contains 33439 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820272.000000 Penalty: 82213.359375
Iteration 141Q: 25 clusters Score -1.358203e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 2217 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229419 members 
Mstep: Class 5 contains 3399 members 
Mstep: Class 6 contains 197680 members 
Mstep: Class 7 contains 4131 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25918 members 
Mstep: Class 10 contains 8963 members 
Mstep: Class 11 contains 40934 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 102152 members 
Mstep: Class 14 contains 280947 members 
Mstep: Class 15 contains 6790 members 
Mstep: Class 16 contains 14545 members 
Mstep: Class 17 contains 3979 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 13187 members 
Mstep: Class 21 contains 4926 members 
Mstep: Class 22 contains 33394 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820384.000000 Penalty: 82213.359375
Iteration 142Q: 25 clusters Score -1.358204e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 2216 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229422 members 
Mstep: Class 5 contains 3399 members 
Mstep: Class 6 contains 197621 members 
Mstep: Class 7 contains 4145 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 25920 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 40941 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 102080 members 
Mstep: Class 14 contains 280986 members 
Mstep: Class 15 contains 6791 members 
Mstep: Class 16 contains 14548 members 
Mstep: Class 17 contains 3996 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7746 members 
Mstep: Class 20 contains 13194 members 
Mstep: Class 21 contains 4939 members 
Mstep: Class 22 contains 33336 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820496.000000 Penalty: 82213.359375
Iteration 143Q: 25 clusters Score -1.358205e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 2217 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229426 members 
Mstep: Class 5 contains 3399 members 
Mstep: Class 6 contains 197584 members 
Mstep: Class 7 contains 4164 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 25924 members 
Mstep: Class 10 contains 9122 members 
Mstep: Class 11 contains 40944 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101998 members 
Mstep: Class 14 contains 281014 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 16 contains 14542 members 
Mstep: Class 17 contains 4011 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7739 members 
Mstep: Class 20 contains 13193 members 
Mstep: Class 21 contains 4944 members 
Mstep: Class 22 contains 33287 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820512.000000 Penalty: 82213.359375
Iteration 144Q: 25 clusters Score -1.358205e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 2216 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229425 members 
Mstep: Class 5 contains 3399 members 
Mstep: Class 6 contains 197542 members 
Mstep: Class 7 contains 4172 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 25927 members 
Mstep: Class 10 contains 9189 members 
Mstep: Class 11 contains 40948 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101927 members 
Mstep: Class 14 contains 281043 members 
Mstep: Class 15 contains 6799 members 
Mstep: Class 16 contains 14541 members 
Mstep: Class 17 contains 4019 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7730 members 
Mstep: Class 20 contains 13195 members 
Mstep: Class 21 contains 4948 members 
Mstep: Class 22 contains 33255 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820560.000000 Penalty: 82213.359375
Iteration 145Q: 25 clusters Score -1.358206e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 2216 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229418 members 
Mstep: Class 5 contains 3400 members 
Mstep: Class 6 contains 197512 members 
Mstep: Class 7 contains 4179 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 25934 members 
Mstep: Class 10 contains 9244 members 
Mstep: Class 11 contains 40948 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101866 members 
Mstep: Class 14 contains 281076 members 
Mstep: Class 15 contains 6802 members 
Mstep: Class 16 contains 14541 members 
Mstep: Class 17 contains 4026 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7721 members 
Mstep: Class 20 contains 13199 members 
Mstep: Class 21 contains 4953 members 
Mstep: Class 22 contains 33229 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820560.000000 Penalty: 82213.359375
Iteration 146Q: 25 clusters Score -1.358206e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 2217 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229415 members 
Mstep: Class 5 contains 3401 members 
Mstep: Class 6 contains 197486 members 
Mstep: Class 7 contains 4183 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 25944 members 
Mstep: Class 10 contains 9287 members 
Mstep: Class 11 contains 40951 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101814 members 
Mstep: Class 14 contains 281100 members 
Mstep: Class 15 contains 6805 members 
Mstep: Class 16 contains 14537 members 
Mstep: Class 17 contains 4034 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7715 members 
Mstep: Class 20 contains 13204 members 
Mstep: Class 21 contains 4955 members 
Mstep: Class 22 contains 33202 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820704.000000 Penalty: 82213.359375
Iteration 147Q: 25 clusters Score -1.358207e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 2211 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229411 members 
Mstep: Class 5 contains 3401 members 
Mstep: Class 6 contains 197471 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 25952 members 
Mstep: Class 10 contains 9316 members 
Mstep: Class 11 contains 40954 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101773 members 
Mstep: Class 14 contains 281127 members 
Mstep: Class 15 contains 6806 members 
Mstep: Class 16 contains 14536 members 
Mstep: Class 17 contains 4045 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7710 members 
Mstep: Class 20 contains 13209 members 
Mstep: Class 21 contains 4957 members 
Mstep: Class 22 contains 33177 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820672.000000 Penalty: 82213.359375
Iteration 148Q: 25 clusters Score -1.358207e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229417 members 
Mstep: Class 5 contains 3401 members 
Mstep: Class 6 contains 197443 members 
Mstep: Class 7 contains 4199 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 25952 members 
Mstep: Class 10 contains 9354 members 
Mstep: Class 11 contains 40957 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101739 members 
Mstep: Class 14 contains 281138 members 
Mstep: Class 15 contains 6808 members 
Mstep: Class 16 contains 14535 members 
Mstep: Class 17 contains 4058 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7702 members 
Mstep: Class 20 contains 13214 members 
Mstep: Class 21 contains 4960 members 
Mstep: Class 22 contains 33159 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820576.000000 Penalty: 82213.359375
Iteration 149Q: 25 clusters Score -1.358206e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 2210 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229426 members 
Mstep: Class 5 contains 3401 members 
Mstep: Class 6 contains 197423 members 
Mstep: Class 7 contains 4207 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 25952 members 
Mstep: Class 10 contains 9390 members 
Mstep: Class 11 contains 40955 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101702 members 
Mstep: Class 14 contains 281153 members 
Mstep: Class 15 contains 6810 members 
Mstep: Class 16 contains 14535 members 
Mstep: Class 17 contains 4066 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 13217 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 33138 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820704.000000 Penalty: 82213.359375
Iteration 150Q: 25 clusters Score -1.358207e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 2210 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229434 members 
Mstep: Class 5 contains 3401 members 
Mstep: Class 6 contains 197414 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 25953 members 
Mstep: Class 10 contains 9422 members 
Mstep: Class 11 contains 40955 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101659 members 
Mstep: Class 14 contains 281176 members 
Mstep: Class 15 contains 6813 members 
Mstep: Class 16 contains 14535 members 
Mstep: Class 17 contains 4073 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7693 members 
Mstep: Class 20 contains 13214 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 33120 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820704.000000 Penalty: 82213.359375
Iteration 151Q: 25 clusters Score -1.358207e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 2208 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229448 members 
Mstep: Class 5 contains 3401 members 
Mstep: Class 6 contains 197415 members 
Mstep: Class 7 contains 4209 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 25957 members 
Mstep: Class 10 contains 9449 members 
Mstep: Class 11 contains 40955 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101620 members 
Mstep: Class 14 contains 281186 members 
Mstep: Class 15 contains 6815 members 
Mstep: Class 16 contains 14532 members 
Mstep: Class 17 contains 4083 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7688 members 
Mstep: Class 20 contains 13215 members 
Mstep: Class 21 contains 4962 members 
Mstep: Class 22 contains 33104 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820608.000000 Penalty: 82213.359375
Iteration 152Q: 25 clusters Score -1.358206e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 2208 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229447 members 
Mstep: Class 5 contains 3401 members 
Mstep: Class 6 contains 197406 members 
Mstep: Class 7 contains 4212 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 25958 members 
Mstep: Class 10 contains 9477 members 
Mstep: Class 11 contains 40956 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101582 members 
Mstep: Class 14 contains 281209 members 
Mstep: Class 15 contains 6816 members 
Mstep: Class 16 contains 14531 members 
Mstep: Class 17 contains 4085 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7683 members 
Mstep: Class 20 contains 13213 members 
Mstep: Class 21 contains 4963 members 
Mstep: Class 22 contains 33095 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820560.000000 Penalty: 82213.359375
Iteration 153Q: 25 clusters Score -1.358206e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229456 members 
Mstep: Class 5 contains 3401 members 
Mstep: Class 6 contains 197386 members 
Mstep: Class 7 contains 4219 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 25962 members 
Mstep: Class 10 contains 9501 members 
Mstep: Class 11 contains 40958 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101541 members 
Mstep: Class 14 contains 281229 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14529 members 
Mstep: Class 17 contains 4088 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7682 members 
Mstep: Class 20 contains 13210 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 33086 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820560.000000 Penalty: 82213.359375
Iteration 154Q: 25 clusters Score -1.358206e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 2214 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229455 members 
Mstep: Class 5 contains 3401 members 
Mstep: Class 6 contains 197376 members 
Mstep: Class 7 contains 4227 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 25967 members 
Mstep: Class 10 contains 9518 members 
Mstep: Class 11 contains 40960 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101510 members 
Mstep: Class 14 contains 281238 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14527 members 
Mstep: Class 17 contains 4089 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7679 members 
Mstep: Class 20 contains 13213 members 
Mstep: Class 21 contains 4969 members 
Mstep: Class 22 contains 33083 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820560.000000 Penalty: 82213.359375
Iteration 155Q: 25 clusters Score -1.358206e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 2211 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229460 members 
Mstep: Class 5 contains 3401 members 
Mstep: Class 6 contains 197376 members 
Mstep: Class 7 contains 4228 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 25970 members 
Mstep: Class 10 contains 9529 members 
Mstep: Class 11 contains 40962 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101485 members 
Mstep: Class 14 contains 281253 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14526 members 
Mstep: Class 17 contains 4089 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7676 members 
Mstep: Class 20 contains 13213 members 
Mstep: Class 21 contains 4970 members 
Mstep: Class 22 contains 33080 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820480.000000 Penalty: 82213.359375
Iteration 156Q: 25 clusters Score -1.358205e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 2210 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229469 members 
Mstep: Class 5 contains 3401 members 
Mstep: Class 6 contains 197383 members 
Mstep: Class 7 contains 4226 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 25974 members 
Mstep: Class 10 contains 9540 members 
Mstep: Class 11 contains 40964 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101450 members 
Mstep: Class 14 contains 281269 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14523 members 
Mstep: Class 17 contains 4090 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7670 members 
Mstep: Class 20 contains 13211 members 
Mstep: Class 21 contains 4973 members 
Mstep: Class 22 contains 33078 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820528.000000 Penalty: 82213.359375
Iteration 157Q: 25 clusters Score -1.358205e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229475 members 
Mstep: Class 5 contains 3401 members 
Mstep: Class 6 contains 197384 members 
Mstep: Class 7 contains 4226 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 25978 members 
Mstep: Class 10 contains 9552 members 
Mstep: Class 11 contains 40967 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101425 members 
Mstep: Class 14 contains 281273 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14524 members 
Mstep: Class 17 contains 4092 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7665 members 
Mstep: Class 20 contains 13211 members 
Mstep: Class 21 contains 4974 members 
Mstep: Class 22 contains 33077 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820480.000000 Penalty: 82213.359375
Iteration 158Q: 25 clusters Score -1.358205e+08 nChanged 119
Entering ConstructFrom: 
Score: -135820480.000000 Penalty: 82213.359375
Entering ConstructFrom: 
Trying to split cluster 1 (13050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Entering Unmasked Estep 
Score: -1739992.125000 Penalty: 2350.182861
	Iteration 0F: 2 clusters Score -1739992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1730399.750000 Penalty: 4700.365723
	Iteration 0F: 3 clusters Score -1730400 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1733303.125000 Penalty: 4700.365723
	Iteration 1F: 3 clusters Score -1733303 nChanged 810
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1733650 nChanged 671
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1733921 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1734144 nChanged 469
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1734324 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1734482 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1734626 nChanged 393
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1734811 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1735016 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1735252 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1735534 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1735944 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1736412.250000 Penalty: 4700.365723
	Iteration 13Q: 3 clusters Score -1736412 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1736813 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1737169 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1737452 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1737631.500000 Penalty: 4700.365723
	Iteration 17Q: 3 clusters Score -1737632 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1737771 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1737862 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1737931.625000 Penalty: 4700.365723
	Iteration 20F: 3 clusters Score -1737932 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1737989 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1738030 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1738077 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1738122.500000 Penalty: 4700.365723
	Iteration 24Q: 3 clusters Score -1738122 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1738175.000000 Penalty: 4700.365723
	Iteration 25Q: 3 clusters Score -1738175 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1738226 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1738276 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1738319 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1738354 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1738398 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1738448 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1738485 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1738522 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1738538 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1738557 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1738573 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1738586 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1738608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1738617.625000 Penalty: 4700.365723
	Iteration 39Q: 3 clusters Score -1738618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1738630 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1738641.875000 Penalty: 4700.365723
	Iteration 41Q: 3 clusters Score -1738642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1738656 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1738673 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1738681 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1738693 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1738701.875000 Penalty: 4700.365723
	Iteration 46Q: 3 clusters Score -1738702 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1738723.375000 Penalty: 4700.365723
	Iteration 47Q: 3 clusters Score -1738723 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1738735 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1738749.000000 Penalty: 4700.365723
	Iteration 49Q: 3 clusters Score -1738749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1738754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1738760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1738761 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1738771 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1738776.875000 Penalty: 4700.365723
	Iteration 54Q: 3 clusters Score -1738777 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1738783.250000 Penalty: 4700.365723
	Iteration 55Q: 3 clusters Score -1738783 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1738785 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1738786 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1738784 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1738795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1738799.750000 Penalty: 4700.365723
	Iteration 60F: 3 clusters Score -1738800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1738799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1738804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1738806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1738803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1738808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1738810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1738810 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1738812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1738812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1738818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1738816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1738817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1738822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1738821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1738830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1738837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1738841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1738838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1738846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1738850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1738854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1738852.000000 Penalty: 4700.365723
	Iteration 82Q: 3 clusters Score -1738852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1738853 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1738860 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1738860 nChanged 18
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Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1738865 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1738866 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1738870.625000 Penalty: 4700.365723
	Iteration 88Q: 3 clusters Score -1738871 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1738875 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1738880 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1738880 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1738880 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1738879.625000 Penalty: 4700.365723
	Iteration 93Q: 3 clusters Score -1738880 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1738884.750000 Penalty: 4700.365723
	Iteration 94Q: 3 clusters Score -1738885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1738882.125000 Penalty: 4700.365723
	Iteration 95Q: 3 clusters Score -1738882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1738882.750000 Penalty: 4700.365723
	Iteration 96Q: 3 clusters Score -1738883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1738885.500000 Penalty: 4700.365723
	Iteration 97Q: 3 clusters Score -1738886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1738887.625000 Penalty: 4700.365723
	Iteration 98Q: 3 clusters Score -1738888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1738886.875000 Penalty: 4700.365723
	Iteration 99Q: 3 clusters Score -1738887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1738890.375000 Penalty: 4700.365723
	Iteration 100F: 3 clusters Score -1738890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1738888.000000 Penalty: 4700.365723
	Iteration 101Q: 3 clusters Score -1738888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1738888.125000 Penalty: 4700.365723
	Iteration 102Q: 3 clusters Score -1738888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1738890.375000 Penalty: 4700.365723
	Iteration 103Q: 3 clusters Score -1738890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1738887.500000 Penalty: 4700.365723
	Iteration 104Q: 3 clusters Score -1738888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1738893.250000 Penalty: 4700.365723
	Iteration 105Q: 3 clusters Score -1738893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1738891.250000 Penalty: 4700.365723
	Iteration 106Q: 3 clusters Score -1738891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1738897.500000 Penalty: 4700.365723
	Iteration 107Q: 3 clusters Score -1738898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1738898.750000 Penalty: 4700.365723
	Iteration 108Q: 3 clusters Score -1738899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1738899.000000 Penalty: 4700.365723
	Iteration 109Q: 3 clusters Score -1738899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1738900.875000 Penalty: 4700.365723
	Iteration 110Q: 3 clusters Score -1738901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1738901.125000 Penalty: 4700.365723
	Iteration 111Q: 3 clusters Score -1738901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1738901.875000 Penalty: 4700.365723
	Iteration 112Q: 3 clusters Score -1738902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1738905.250000 Penalty: 4700.365723
	Iteration 113Q: 3 clusters Score -1738905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1738901.750000 Penalty: 4700.365723
	Iteration 114Q: 3 clusters Score -1738902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1738905.250000 Penalty: 4700.365723
	Iteration 115Q: 3 clusters Score -1738905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1738904.125000 Penalty: 4700.365723
	Iteration 116Q: 3 clusters Score -1738904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1738904.750000 Penalty: 4700.365723
	Iteration 117Q: 3 clusters Score -1738905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1738904.750000 Penalty: 4700.365723
	Iteration 118Q: 3 clusters Score -1738905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1738904.750000 Penalty: 4700.365723
	Iteration 119F: 3 clusters Score -1738905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Entering Unmasked Estep 
Score: -310023.343750 Penalty: 1909.673096
	Iteration 0F: 2 clusters Score -310023.3 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 1094 members 
Entering Unmasked Estep 
Score: -307267.125000 Penalty: 3819.346191
	Iteration 0F: 3 clusters Score -307267.1 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -307758.906250 Penalty: 3819.346191
	Iteration 1F: 3 clusters Score -307758.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -307875.125000 Penalty: 3819.346191
	Iteration 2F: 3 clusters Score -307875.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -307928.687500 Penalty: 3819.346191
	Iteration 3Q: 3 clusters Score -307928.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -307953.906250 Penalty: 3819.346191
	Iteration 4Q: 3 clusters Score -307953.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -307972.281250 Penalty: 3819.346191
	Iteration 5Q: 3 clusters Score -307972.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -307986.500000 Penalty: 3819.346191
	Iteration 6Q: 3 clusters Score -307986.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -307996.000000 Penalty: 3819.346191
	Iteration 7Q: 3 clusters Score -307996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -308005.000000 Penalty: 3819.346191
	Iteration 8Q: 3 clusters Score -308005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -308010.218750 Penalty: 3819.346191
	Iteration 9Q: 3 clusters Score -308010.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -308014.093750 Penalty: 3819.346191
	Iteration 10Q: 3 clusters Score -308014.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -308018.250000 Penalty: 3819.346191
	Iteration 11Q: 3 clusters Score -308018.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -308022.750000 Penalty: 3819.346191
	Iteration 12Q: 3 clusters Score -308022.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -308026.375000 Penalty: 3819.346191
	Iteration 13Q: 3 clusters Score -308026.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -308028.625000 Penalty: 3819.346191
	Iteration 14Q: 3 clusters Score -308028.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -308032.718750 Penalty: 3819.346191
	Iteration 15Q: 3 clusters Score -308032.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -308034.406250 Penalty: 3819.346191
	Iteration 16Q: 3 clusters Score -308034.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -308037.000000 Penalty: 3819.346191
	Iteration 17Q: 3 clusters Score -308037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -308039.187500 Penalty: 3819.346191
	Iteration 18Q: 3 clusters Score -308039.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -308039.812500 Penalty: 3819.346191
	Iteration 19Q: 3 clusters Score -308039.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -308039.812500 Penalty: 3819.346191
	Iteration 20F: 3 clusters Score -308039.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -55102.945312 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -55102.95 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 235 members 
Entering Unmasked Estep 
Score: -53652.968750 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -53652.97 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53852.464844 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -53852.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -53907.253906 Penalty: 3034.576172
	Iteration 2Q: 3 clusters Score -53907.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -53936.394531 Penalty: 3034.576172
	Iteration 3Q: 3 clusters Score -53936.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53963.742188 Penalty: 3034.576172
	Iteration 4Q: 3 clusters Score -53963.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -53989.464844 Penalty: 3034.576172
	Iteration 5Q: 3 clusters Score -53989.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54009.007812 Penalty: 3034.576172
	Iteration 6Q: 3 clusters Score -54009.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54031.355469 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -54031.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54046.320312 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -54046.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54055.839844 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -54055.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54065.398438 Penalty: 3034.576172
	Iteration 10Q: 3 clusters Score -54065.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54066.234375 Penalty: 3034.576172
	Iteration 11Q: 3 clusters Score -54066.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54067.285156 Penalty: 3034.576172
	Iteration 12Q: 3 clusters Score -54067.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54068.539062 Penalty: 3034.576172
	Iteration 13Q: 3 clusters Score -54068.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54072.949219 Penalty: 3034.576172
	Iteration 14Q: 3 clusters Score -54072.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54072.949219 Penalty: 3034.576172
	Iteration 15F: 3 clusters Score -54072.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (229490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229490 members 
Entering Unmasked Estep 
Score: -31958940.000000 Penalty: 3061.216309
	Iteration 0F: 2 clusters Score -3.195894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114486 members 
Mstep: Class 2 contains 115004 members 
Entering Unmasked Estep 
Score: -31824828.000000 Penalty: 6122.432617
	Iteration 0F: 3 clusters Score -3.182483e+07 nChanged 110628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110062 members 
Mstep: Class 2 contains 119428 members 
Entering Unmasked Estep 
Score: -31890700.000000 Penalty: 6122.432617
	Iteration 1F: 3 clusters Score -3.18907e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107229 members 
Mstep: Class 2 contains 122261 members 
Entering Unmasked Estep 
Score: -31892708.000000 Penalty: 6122.432617
	Iteration 2Q: 3 clusters Score -3.189271e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102994 members 
Mstep: Class 2 contains 126496 members 
Entering Unmasked Estep 
Score: -31895752.000000 Penalty: 6122.432617
	Iteration 3Q: 3 clusters Score -3.189575e+07 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96931 members 
Mstep: Class 2 contains 132559 members 
Entering Unmasked Estep 
Score: -31900312.000000 Penalty: 6122.432617
	Iteration 4Q: 3 clusters Score -3.190031e+07 nChanged 13105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88954 members 
Mstep: Class 2 contains 140536 members 
Entering Unmasked Estep 
Score: -31907500.000000 Penalty: 6122.432617
	Iteration 5F: 3 clusters Score -3.19075e+07 nChanged 14765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80191 members 
Mstep: Class 2 contains 149299 members 
Entering Unmasked Estep 
Score: -31917178.000000 Penalty: 6122.432617
	Iteration 6F: 3 clusters Score -3.191718e+07 nChanged 15234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73057 members 
Mstep: Class 2 contains 156433 members 
Entering Unmasked Estep 
Score: -31928004.000000 Penalty: 6122.432617
	Iteration 7F: 3 clusters Score -3.1928e+07 nChanged 13469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 160248 members 
Entering Unmasked Estep 
Score: -31935746.000000 Penalty: 6122.432617
	Iteration 8F: 3 clusters Score -3.193575e+07 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67705 members 
Mstep: Class 2 contains 161785 members 
Entering Unmasked Estep 
Score: -31938666.000000 Penalty: 6122.432617
	Iteration 9Q: 3 clusters Score -3.193867e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66949 members 
Mstep: Class 2 contains 162541 members 
Entering Unmasked Estep 
Score: -31939360.000000 Penalty: 6122.432617
	Iteration 10Q: 3 clusters Score -3.193936e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66416 members 
Mstep: Class 2 contains 163074 members 
Entering Unmasked Estep 
Score: -31939412.000000 Penalty: 6122.432617
	Iteration 11Q: 3 clusters Score -3.193941e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 163533 members 
Entering Unmasked Estep 
Score: -31939386.000000 Penalty: 6122.432617
	Iteration 12Q: 3 clusters Score -3.193939e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 163833 members 
Entering Unmasked Estep 
Score: -31939328.000000 Penalty: 6122.432617
	Iteration 13Q: 3 clusters Score -3.193933e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 164066 members 
Entering Unmasked Estep 
Score: -31939386.000000 Penalty: 6122.432617
	Iteration 14Q: 3 clusters Score -3.193939e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 164189 members 
Entering Unmasked Estep 
Score: -31939448.000000 Penalty: 6122.432617
	Iteration 15Q: 3 clusters Score -3.193945e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65275 members 
Mstep: Class 2 contains 164215 members 
Entering Unmasked Estep 
Score: -31939404.000000 Penalty: 6122.432617
	Iteration 16Q: 3 clusters Score -3.19394e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65275 members 
Mstep: Class 2 contains 164215 members 
Entering Unmasked Estep 
Score: -31939326.000000 Penalty: 6122.432617
	Iteration 17Q: 3 clusters Score -3.193933e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65313 members 
Mstep: Class 2 contains 164177 members 
Entering Unmasked Estep 
Score: -31939304.000000 Penalty: 6122.432617
	Iteration 18Q: 3 clusters Score -3.19393e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 164144 members 
Entering Unmasked Estep 
Score: -31939446.000000 Penalty: 6122.432617
	Iteration 19Q: 3 clusters Score -3.193945e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 164102 members 
Entering Unmasked Estep 
Score: -31939498.000000 Penalty: 6122.432617
	Iteration 20F: 3 clusters Score -3.19395e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 164076 members 
Entering Unmasked Estep 
Score: -31939568.000000 Penalty: 6122.432617
	Iteration 21Q: 3 clusters Score -3.193957e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65491 members 
Mstep: Class 2 contains 163999 members 
Entering Unmasked Estep 
Score: -31939464.000000 Penalty: 6122.432617
	Iteration 22Q: 3 clusters Score -3.193946e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 163902 members 
Entering Unmasked Estep 
Score: -31939474.000000 Penalty: 6122.432617
	Iteration 23Q: 3 clusters Score -3.193947e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65707 members 
Mstep: Class 2 contains 163783 members 
Entering Unmasked Estep 
Score: -31939556.000000 Penalty: 6122.432617
	Iteration 24Q: 3 clusters Score -3.193956e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 163688 members 
Entering Unmasked Estep 
Score: -31939730.000000 Penalty: 6122.432617
	Iteration 25Q: 3 clusters Score -3.193973e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65896 members 
Mstep: Class 2 contains 163594 members 
Entering Unmasked Estep 
Score: -31939674.000000 Penalty: 6122.432617
	Iteration 26Q: 3 clusters Score -3.193967e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66021 members 
Mstep: Class 2 contains 163469 members 
Entering Unmasked Estep 
Score: -31939802.000000 Penalty: 6122.432617
	Iteration 27Q: 3 clusters Score -3.19398e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66209 members 
Mstep: Class 2 contains 163281 members 
Entering Unmasked Estep 
Score: -31939906.000000 Penalty: 6122.432617
	Iteration 28Q: 3 clusters Score -3.193991e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 163109 members 
Entering Unmasked Estep 
Score: -31939994.000000 Penalty: 6122.432617
	Iteration 29Q: 3 clusters Score -3.193999e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66570 members 
Mstep: Class 2 contains 162920 members 
Entering Unmasked Estep 
Score: -31940118.000000 Penalty: 6122.432617
	Iteration 30Q: 3 clusters Score -3.194012e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66739 members 
Mstep: Class 2 contains 162751 members 
Entering Unmasked Estep 
Score: -31940176.000000 Penalty: 6122.432617
	Iteration 31Q: 3 clusters Score -3.194018e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66858 members 
Mstep: Class 2 contains 162632 members 
Entering Unmasked Estep 
Score: -31940230.000000 Penalty: 6122.432617
	Iteration 32Q: 3 clusters Score -3.194023e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66973 members 
Mstep: Class 2 contains 162517 members 
Entering Unmasked Estep 
Score: -31940196.000000 Penalty: 6122.432617
	Iteration 33Q: 3 clusters Score -3.19402e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67036 members 
Mstep: Class 2 contains 162454 members 
Entering Unmasked Estep 
Score: -31940256.000000 Penalty: 6122.432617
	Iteration 34Q: 3 clusters Score -3.194026e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67122 members 
Mstep: Class 2 contains 162368 members 
Entering Unmasked Estep 
Score: -31940312.000000 Penalty: 6122.432617
	Iteration 35Q: 3 clusters Score -3.194031e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67188 members 
Mstep: Class 2 contains 162302 members 
Entering Unmasked Estep 
Score: -31940288.000000 Penalty: 6122.432617
	Iteration 36Q: 3 clusters Score -3.194029e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67247 members 
Mstep: Class 2 contains 162243 members 
Entering Unmasked Estep 
Score: -31940394.000000 Penalty: 6122.432617
	Iteration 37Q: 3 clusters Score -3.194039e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67299 members 
Mstep: Class 2 contains 162191 members 
Entering Unmasked Estep 
Score: -31940436.000000 Penalty: 6122.432617
	Iteration 38Q: 3 clusters Score -3.194044e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67327 members 
Mstep: Class 2 contains 162163 members 
Entering Unmasked Estep 
Score: -31940490.000000 Penalty: 6122.432617
	Iteration 39Q: 3 clusters Score -3.194049e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67314 members 
Mstep: Class 2 contains 162176 members 
Entering Unmasked Estep 
Score: -31940640.000000 Penalty: 6122.432617
	Iteration 40F: 3 clusters Score -3.194064e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 162206 members 
Entering Unmasked Estep 
Score: -31940778.000000 Penalty: 6122.432617
	Iteration 41Q: 3 clusters Score -3.194078e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67258 members 
Mstep: Class 2 contains 162232 members 
Entering Unmasked Estep 
Score: -31940808.000000 Penalty: 6122.432617
	Iteration 42Q: 3 clusters Score -3.194081e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67235 members 
Mstep: Class 2 contains 162255 members 
Entering Unmasked Estep 
Score: -31940766.000000 Penalty: 6122.432617
	Iteration 43Q: 3 clusters Score -3.194077e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67194 members 
Mstep: Class 2 contains 162296 members 
Entering Unmasked Estep 
Score: -31940868.000000 Penalty: 6122.432617
	Iteration 44Q: 3 clusters Score -3.194087e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 162345 members 
Entering Unmasked Estep 
Score: -31940926.000000 Penalty: 6122.432617
	Iteration 45Q: 3 clusters Score -3.194093e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67092 members 
Mstep: Class 2 contains 162398 members 
Entering Unmasked Estep 
Score: -31941052.000000 Penalty: 6122.432617
	Iteration 46Q: 3 clusters Score -3.194105e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67005 members 
Mstep: Class 2 contains 162485 members 
Entering Unmasked Estep 
Score: -31941046.000000 Penalty: 6122.432617
	Iteration 47Q: 3 clusters Score -3.194105e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66900 members 
Mstep: Class 2 contains 162590 members 
Entering Unmasked Estep 
Score: -31941154.000000 Penalty: 6122.432617
	Iteration 48Q: 3 clusters Score -3.194115e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 162656 members 
Entering Unmasked Estep 
Score: -31941200.000000 Penalty: 6122.432617
	Iteration 49Q: 3 clusters Score -3.19412e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66778 members 
Mstep: Class 2 contains 162712 members 
Entering Unmasked Estep 
Score: -31941244.000000 Penalty: 6122.432617
	Iteration 50Q: 3 clusters Score -3.194124e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66706 members 
Mstep: Class 2 contains 162784 members 
Entering Unmasked Estep 
Score: -31941324.000000 Penalty: 6122.432617
	Iteration 51Q: 3 clusters Score -3.194132e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66618 members 
Mstep: Class 2 contains 162872 members 
Entering Unmasked Estep 
Score: -31941432.000000 Penalty: 6122.432617
	Iteration 52Q: 3 clusters Score -3.194143e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66525 members 
Mstep: Class 2 contains 162965 members 
Entering Unmasked Estep 
Score: -31941460.000000 Penalty: 6122.432617
	Iteration 53Q: 3 clusters Score -3.194146e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66459 members 
Mstep: Class 2 contains 163031 members 
Entering Unmasked Estep 
Score: -31941506.000000 Penalty: 6122.432617
	Iteration 54Q: 3 clusters Score -3.194151e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66398 members 
Mstep: Class 2 contains 163092 members 
Entering Unmasked Estep 
Score: -31941532.000000 Penalty: 6122.432617
	Iteration 55Q: 3 clusters Score -3.194153e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 163126 members 
Entering Unmasked Estep 
Score: -31941508.000000 Penalty: 6122.432617
	Iteration 56Q: 3 clusters Score -3.194151e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 163165 members 
Entering Unmasked Estep 
Score: -31941524.000000 Penalty: 6122.432617
	Iteration 57Q: 3 clusters Score -3.194152e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66277 members 
Mstep: Class 2 contains 163213 members 
Entering Unmasked Estep 
Score: -31941566.000000 Penalty: 6122.432617
	Iteration 58Q: 3 clusters Score -3.194157e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 163256 members 
Entering Unmasked Estep 
Score: -31941602.000000 Penalty: 6122.432617
	Iteration 59Q: 3 clusters Score -3.19416e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 163300 members 
Entering Unmasked Estep 
Score: -31941622.000000 Penalty: 6122.432617
	Iteration 60F: 3 clusters Score -3.194162e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 163333 members 
Entering Unmasked Estep 
Score: -31941644.000000 Penalty: 6122.432617
	Iteration 61Q: 3 clusters Score -3.194164e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 163406 members 
Entering Unmasked Estep 
Score: -31941660.000000 Penalty: 6122.432617
	Iteration 62Q: 3 clusters Score -3.194166e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 163492 members 
Entering Unmasked Estep 
Score: -31941688.000000 Penalty: 6122.432617
	Iteration 63Q: 3 clusters Score -3.194169e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65943 members 
Mstep: Class 2 contains 163547 members 
Entering Unmasked Estep 
Score: -31941650.000000 Penalty: 6122.432617
	Iteration 64Q: 3 clusters Score -3.194165e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65887 members 
Mstep: Class 2 contains 163603 members 
Entering Unmasked Estep 
Score: -31941708.000000 Penalty: 6122.432617
	Iteration 65Q: 3 clusters Score -3.194171e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65846 members 
Mstep: Class 2 contains 163644 members 
Entering Unmasked Estep 
Score: -31941750.000000 Penalty: 6122.432617
	Iteration 66Q: 3 clusters Score -3.194175e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65779 members 
Mstep: Class 2 contains 163711 members 
Entering Unmasked Estep 
Score: -31941750.000000 Penalty: 6122.432617
	Iteration 67Q: 3 clusters Score -3.194175e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65713 members 
Mstep: Class 2 contains 163777 members 
Entering Unmasked Estep 
Score: -31941784.000000 Penalty: 6122.432617
	Iteration 68Q: 3 clusters Score -3.194178e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 163872 members 
Entering Unmasked Estep 
Score: -31941820.000000 Penalty: 6122.432617
	Iteration 69Q: 3 clusters Score -3.194182e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65503 members 
Mstep: Class 2 contains 163987 members 
Entering Unmasked Estep 
Score: -31941848.000000 Penalty: 6122.432617
	Iteration 70Q: 3 clusters Score -3.194185e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 164097 members 
Entering Unmasked Estep 
Score: -31941840.000000 Penalty: 6122.432617
	Iteration 71Q: 3 clusters Score -3.194184e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 164207 members 
Entering Unmasked Estep 
Score: -31941894.000000 Penalty: 6122.432617
	Iteration 72Q: 3 clusters Score -3.194189e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 164338 members 
Entering Unmasked Estep 
Score: -31941874.000000 Penalty: 6122.432617
	Iteration 73Q: 3 clusters Score -3.194187e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 164478 members 
Entering Unmasked Estep 
Score: -31941906.000000 Penalty: 6122.432617
	Iteration 74Q: 3 clusters Score -3.194191e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 164623 members 
Entering Unmasked Estep 
Score: -31941948.000000 Penalty: 6122.432617
	Iteration 75Q: 3 clusters Score -3.194195e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 164773 members 
Entering Unmasked Estep 
Score: -31941994.000000 Penalty: 6122.432617
	Iteration 76Q: 3 clusters Score -3.194199e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64555 members 
Mstep: Class 2 contains 164935 members 
Entering Unmasked Estep 
Score: -31942058.000000 Penalty: 6122.432617
	Iteration 77Q: 3 clusters Score -3.194206e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64386 members 
Mstep: Class 2 contains 165104 members 
Entering Unmasked Estep 
Score: -31942078.000000 Penalty: 6122.432617
	Iteration 78Q: 3 clusters Score -3.194208e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 165320 members 
Entering Unmasked Estep 
Score: -31942160.000000 Penalty: 6122.432617
	Iteration 79Q: 3 clusters Score -3.194216e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63929 members 
Mstep: Class 2 contains 165561 members 
Entering Unmasked Estep 
Score: -31942212.000000 Penalty: 6122.432617
	Iteration 80F: 3 clusters Score -3.194221e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63664 members 
Mstep: Class 2 contains 165826 members 
Entering Unmasked Estep 
Score: -31942248.000000 Penalty: 6122.432617
	Iteration 81Q: 3 clusters Score -3.194225e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 166129 members 
Entering Unmasked Estep 
Score: -31942304.000000 Penalty: 6122.432617
	Iteration 82Q: 3 clusters Score -3.19423e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 166452 members 
Entering Unmasked Estep 
Score: -31942392.000000 Penalty: 6122.432617
	Iteration 83Q: 3 clusters Score -3.194239e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 166796 members 
Entering Unmasked Estep 
Score: -31942468.000000 Penalty: 6122.432617
	Iteration 84Q: 3 clusters Score -3.194247e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 167178 members 
Entering Unmasked Estep 
Score: -31942548.000000 Penalty: 6122.432617
	Iteration 85Q: 3 clusters Score -3.194255e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 167570 members 
Entering Unmasked Estep 
Score: -31942632.000000 Penalty: 6122.432617
	Iteration 86Q: 3 clusters Score -3.194263e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 167946 members 
Entering Unmasked Estep 
Score: -31942628.000000 Penalty: 6122.432617
	Iteration 87Q: 3 clusters Score -3.194263e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 168367 members 
Entering Unmasked Estep 
Score: -31942616.000000 Penalty: 6122.432617
	Iteration 88Q: 3 clusters Score -3.194262e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 168797 members 
Entering Unmasked Estep 
Score: -31942744.000000 Penalty: 6122.432617
	Iteration 89Q: 3 clusters Score -3.194274e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 169257 members 
Entering Unmasked Estep 
Score: -31942754.000000 Penalty: 6122.432617
	Iteration 90Q: 3 clusters Score -3.194275e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 169728 members 
Entering Unmasked Estep 
Score: -31942900.000000 Penalty: 6122.432617
	Iteration 91Q: 3 clusters Score -3.19429e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59249 members 
Mstep: Class 2 contains 170241 members 
Entering Unmasked Estep 
Score: -31943002.000000 Penalty: 6122.432617
	Iteration 92Q: 3 clusters Score -3.1943e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 170735 members 
Entering Unmasked Estep 
Score: -31943038.000000 Penalty: 6122.432617
	Iteration 93Q: 3 clusters Score -3.194304e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 171210 members 
Entering Unmasked Estep 
Score: -31943120.000000 Penalty: 6122.432617
	Iteration 94Q: 3 clusters Score -3.194312e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 171687 members 
Entering Unmasked Estep 
Score: -31943256.000000 Penalty: 6122.432617
	Iteration 95Q: 3 clusters Score -3.194326e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 172202 members 
Entering Unmasked Estep 
Score: -31943344.000000 Penalty: 6122.432617
	Iteration 96Q: 3 clusters Score -3.194334e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 172716 members 
Entering Unmasked Estep 
Score: -31943428.000000 Penalty: 6122.432617
	Iteration 97Q: 3 clusters Score -3.194343e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 173269 members 
Entering Unmasked Estep 
Score: -31943566.000000 Penalty: 6122.432617
	Iteration 98Q: 3 clusters Score -3.194357e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 173826 members 
Entering Unmasked Estep 
Score: -31943690.000000 Penalty: 6122.432617
	Iteration 99Q: 3 clusters Score -3.194369e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 174423 members 
Entering Unmasked Estep 
Score: -31943728.000000 Penalty: 6122.432617
	Iteration 100F: 3 clusters Score -3.194373e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 175039 members 
Entering Unmasked Estep 
Score: -31943774.000000 Penalty: 6122.432617
	Iteration 101Q: 3 clusters Score -3.194377e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 175662 members 
Entering Unmasked Estep 
Score: -31943890.000000 Penalty: 6122.432617
	Iteration 102Q: 3 clusters Score -3.194389e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 176332 members 
Entering Unmasked Estep 
Score: -31944028.000000 Penalty: 6122.432617
	Iteration 103Q: 3 clusters Score -3.194403e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 176998 members 
Entering Unmasked Estep 
Score: -31944204.000000 Penalty: 6122.432617
	Iteration 104Q: 3 clusters Score -3.19442e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 177708 members 
Entering Unmasked Estep 
Score: -31944340.000000 Penalty: 6122.432617
	Iteration 105Q: 3 clusters Score -3.194434e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 178401 members 
Entering Unmasked Estep 
Score: -31944456.000000 Penalty: 6122.432617
	Iteration 106Q: 3 clusters Score -3.194446e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 179168 members 
Entering Unmasked Estep 
Score: -31944676.000000 Penalty: 6122.432617
	Iteration 107Q: 3 clusters Score -3.194468e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 179943 members 
Entering Unmasked Estep 
Score: -31944968.000000 Penalty: 6122.432617
	Iteration 108Q: 3 clusters Score -3.194497e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 180708 members 
Entering Unmasked Estep 
Score: -31945184.000000 Penalty: 6122.432617
	Iteration 109Q: 3 clusters Score -3.194518e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 181468 members 
Entering Unmasked Estep 
Score: -31945484.000000 Penalty: 6122.432617
	Iteration 110Q: 3 clusters Score -3.194548e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 182240 members 
Entering Unmasked Estep 
Score: -31945574.000000 Penalty: 6122.432617
	Iteration 111Q: 3 clusters Score -3.194557e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 183028 members 
Entering Unmasked Estep 
Score: -31945764.000000 Penalty: 6122.432617
	Iteration 112Q: 3 clusters Score -3.194576e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 183842 members 
Entering Unmasked Estep 
Score: -31946086.000000 Penalty: 6122.432617
	Iteration 113Q: 3 clusters Score -3.194609e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 184681 members 
Entering Unmasked Estep 
Score: -31946378.000000 Penalty: 6122.432617
	Iteration 114Q: 3 clusters Score -3.194638e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 185569 members 
Entering Unmasked Estep 
Score: -31946562.000000 Penalty: 6122.432617
	Iteration 115Q: 3 clusters Score -3.194656e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 186466 members 
Entering Unmasked Estep 
Score: -31946830.000000 Penalty: 6122.432617
	Iteration 116Q: 3 clusters Score -3.194683e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 187439 members 
Entering Unmasked Estep 
Score: -31947192.000000 Penalty: 6122.432617
	Iteration 117Q: 3 clusters Score -3.194719e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 188434 members 
Entering Unmasked Estep 
Score: -31947540.000000 Penalty: 6122.432617
	Iteration 118Q: 3 clusters Score -3.194754e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 189506 members 
Entering Unmasked Estep 
Score: -31947882.000000 Penalty: 6122.432617
	Iteration 119Q: 3 clusters Score -3.194788e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 190606 members 
Entering Unmasked Estep 
Score: -31948338.000000 Penalty: 6122.432617
	Iteration 120F: 3 clusters Score -3.194834e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 191750 members 
Entering Unmasked Estep 
Score: -31948586.000000 Penalty: 6122.432617
	Iteration 121Q: 3 clusters Score -3.194859e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 192885 members 
Entering Unmasked Estep 
Score: -31948952.000000 Penalty: 6122.432617
	Iteration 122Q: 3 clusters Score -3.194895e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 194029 members 
Entering Unmasked Estep 
Score: -31949306.000000 Penalty: 6122.432617
	Iteration 123Q: 3 clusters Score -3.194931e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 195180 members 
Entering Unmasked Estep 
Score: -31949738.000000 Penalty: 6122.432617
	Iteration 124Q: 3 clusters Score -3.194974e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 196327 members 
Entering Unmasked Estep 
Score: -31950036.000000 Penalty: 6122.432617
	Iteration 125Q: 3 clusters Score -3.195004e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 197475 members 
Entering Unmasked Estep 
Score: -31950348.000000 Penalty: 6122.432617
	Iteration 126Q: 3 clusters Score -3.195035e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 198588 members 
Entering Unmasked Estep 
Score: -31950592.000000 Penalty: 6122.432617
	Iteration 127Q: 3 clusters Score -3.195059e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 199692 members 
Entering Unmasked Estep 
Score: -31950672.000000 Penalty: 6122.432617
	Iteration 128Q: 3 clusters Score -3.195067e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 200768 members 
Entering Unmasked Estep 
Score: -31950764.000000 Penalty: 6122.432617
	Iteration 129Q: 3 clusters Score -3.195076e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 201798 members 
Entering Unmasked Estep 
Score: -31950944.000000 Penalty: 6122.432617
	Iteration 130Q: 3 clusters Score -3.195094e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 202832 members 
Entering Unmasked Estep 
Score: -31951138.000000 Penalty: 6122.432617
	Iteration 131Q: 3 clusters Score -3.195114e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 203832 members 
Entering Unmasked Estep 
Score: -31951374.000000 Penalty: 6122.432617
	Iteration 132Q: 3 clusters Score -3.195137e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 204771 members 
Entering Unmasked Estep 
Score: -31951294.000000 Penalty: 6122.432617
	Iteration 133Q: 3 clusters Score -3.195129e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 205700 members 
Entering Unmasked Estep 
Score: -31951418.000000 Penalty: 6122.432617
	Iteration 134Q: 3 clusters Score -3.195142e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 206552 members 
Entering Unmasked Estep 
Score: -31951438.000000 Penalty: 6122.432617
	Iteration 135Q: 3 clusters Score -3.195144e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 207327 members 
Entering Unmasked Estep 
Score: -31951488.000000 Penalty: 6122.432617
	Iteration 136Q: 3 clusters Score -3.195149e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 208093 members 
Entering Unmasked Estep 
Score: -31951504.000000 Penalty: 6122.432617
	Iteration 137Q: 3 clusters Score -3.19515e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 208814 members 
Entering Unmasked Estep 
Score: -31951578.000000 Penalty: 6122.432617
	Iteration 138Q: 3 clusters Score -3.195158e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 209533 members 
Entering Unmasked Estep 
Score: -31951596.000000 Penalty: 6122.432617
	Iteration 139Q: 3 clusters Score -3.19516e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 210224 members 
Entering Unmasked Estep 
Score: -31951554.000000 Penalty: 6122.432617
	Iteration 140F: 3 clusters Score -3.195155e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 210888 members 
Entering Unmasked Estep 
Score: -31951500.000000 Penalty: 6122.432617
	Iteration 141Q: 3 clusters Score -3.19515e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 211538 members 
Entering Unmasked Estep 
Score: -31951478.000000 Penalty: 6122.432617
	Iteration 142Q: 3 clusters Score -3.195148e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 212136 members 
Entering Unmasked Estep 
Score: -31951528.000000 Penalty: 6122.432617
	Iteration 143Q: 3 clusters Score -3.195153e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 212690 members 
Entering Unmasked Estep 
Score: -31951538.000000 Penalty: 6122.432617
	Iteration 144Q: 3 clusters Score -3.195154e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 213212 members 
Entering Unmasked Estep 
Score: -31951492.000000 Penalty: 6122.432617
	Iteration 145Q: 3 clusters Score -3.195149e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 213736 members 
Entering Unmasked Estep 
Score: -31951734.000000 Penalty: 6122.432617
	Iteration 146Q: 3 clusters Score -3.195173e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 214226 members 
Entering Unmasked Estep 
Score: -31951920.000000 Penalty: 6122.432617
	Iteration 147Q: 3 clusters Score -3.195192e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 214683 members 
Entering Unmasked Estep 
Score: -31952172.000000 Penalty: 6122.432617
	Iteration 148Q: 3 clusters Score -3.195217e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 215106 members 
Entering Unmasked Estep 
Score: -31952370.000000 Penalty: 6122.432617
	Iteration 149Q: 3 clusters Score -3.195237e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 215515 members 
Entering Unmasked Estep 
Score: -31952482.000000 Penalty: 6122.432617
	Iteration 150Q: 3 clusters Score -3.195248e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 215900 members 
Entering Unmasked Estep 
Score: -31952662.000000 Penalty: 6122.432617
	Iteration 151Q: 3 clusters Score -3.195266e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 216278 members 
Entering Unmasked Estep 
Score: -31952824.000000 Penalty: 6122.432617
	Iteration 152Q: 3 clusters Score -3.195282e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 216634 members 
Entering Unmasked Estep 
Score: -31952960.000000 Penalty: 6122.432617
	Iteration 153Q: 3 clusters Score -3.195296e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 216982 members 
Entering Unmasked Estep 
Score: -31953244.000000 Penalty: 6122.432617
	Iteration 154Q: 3 clusters Score -3.195324e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 217311 members 
Entering Unmasked Estep 
Score: -31953388.000000 Penalty: 6122.432617
	Iteration 155Q: 3 clusters Score -3.195339e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 217624 members 
Entering Unmasked Estep 
Score: -31953510.000000 Penalty: 6122.432617
	Iteration 156Q: 3 clusters Score -3.195351e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 217924 members 
Entering Unmasked Estep 
Score: -31953716.000000 Penalty: 6122.432617
	Iteration 157Q: 3 clusters Score -3.195372e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 218212 members 
Entering Unmasked Estep 
Score: -31953868.000000 Penalty: 6122.432617
	Iteration 158Q: 3 clusters Score -3.195387e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 218458 members 
Entering Unmasked Estep 
Score: -31953890.000000 Penalty: 6122.432617
	Iteration 159Q: 3 clusters Score -3.195389e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 218696 members 
Entering Unmasked Estep 
Score: -31953904.000000 Penalty: 6122.432617
	Iteration 160F: 3 clusters Score -3.19539e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 218912 members 
Entering Unmasked Estep 
Score: -31953894.000000 Penalty: 6122.432617
	Iteration 161Q: 3 clusters Score -3.195389e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 219147 members 
Entering Unmasked Estep 
Score: -31954002.000000 Penalty: 6122.432617
	Iteration 162Q: 3 clusters Score -3.1954e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 219382 members 
Entering Unmasked Estep 
Score: -31954088.000000 Penalty: 6122.432617
	Iteration 163Q: 3 clusters Score -3.195409e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 219581 members 
Entering Unmasked Estep 
Score: -31954076.000000 Penalty: 6122.432617
	Iteration 164Q: 3 clusters Score -3.195408e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 219762 members 
Entering Unmasked Estep 
Score: -31954158.000000 Penalty: 6122.432617
	Iteration 165Q: 3 clusters Score -3.195416e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 219925 members 
Entering Unmasked Estep 
Score: -31954174.000000 Penalty: 6122.432617
	Iteration 166Q: 3 clusters Score -3.195417e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 220092 members 
Entering Unmasked Estep 
Score: -31954204.000000 Penalty: 6122.432617
	Iteration 167Q: 3 clusters Score -3.19542e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 220223 members 
Entering Unmasked Estep 
Score: -31954238.000000 Penalty: 6122.432617
	Iteration 168Q: 3 clusters Score -3.195424e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 220350 members 
Entering Unmasked Estep 
Score: -31954278.000000 Penalty: 6122.432617
	Iteration 169Q: 3 clusters Score -3.195428e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 220451 members 
Entering Unmasked Estep 
Score: -31954308.000000 Penalty: 6122.432617
	Iteration 170Q: 3 clusters Score -3.195431e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 220537 members 
Entering Unmasked Estep 
Score: -31954306.000000 Penalty: 6122.432617
	Iteration 171Q: 3 clusters Score -3.195431e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 220617 members 
Entering Unmasked Estep 
Score: -31954344.000000 Penalty: 6122.432617
	Iteration 172Q: 3 clusters Score -3.195434e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 220697 members 
Entering Unmasked Estep 
Score: -31954412.000000 Penalty: 6122.432617
	Iteration 173Q: 3 clusters Score -3.195441e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 220774 members 
Entering Unmasked Estep 
Score: -31954402.000000 Penalty: 6122.432617
	Iteration 174Q: 3 clusters Score -3.19544e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 220849 members 
Entering Unmasked Estep 
Score: -31954410.000000 Penalty: 6122.432617
	Iteration 175Q: 3 clusters Score -3.195441e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 220939 members 
Entering Unmasked Estep 
Score: -31954474.000000 Penalty: 6122.432617
	Iteration 176Q: 3 clusters Score -3.195447e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 221018 members 
Entering Unmasked Estep 
Score: -31954466.000000 Penalty: 6122.432617
	Iteration 177Q: 3 clusters Score -3.195447e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 221096 members 
Entering Unmasked Estep 
Score: -31954490.000000 Penalty: 6122.432617
	Iteration 178Q: 3 clusters Score -3.195449e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 221160 members 
Entering Unmasked Estep 
Score: -31954542.000000 Penalty: 6122.432617
	Iteration 179Q: 3 clusters Score -3.195454e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 221226 members 
Entering Unmasked Estep 
Score: -31954522.000000 Penalty: 6122.432617
	Iteration 180F: 3 clusters Score -3.195452e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 221284 members 
Entering Unmasked Estep 
Score: -31954542.000000 Penalty: 6122.432617
	Iteration 181Q: 3 clusters Score -3.195454e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 221340 members 
Entering Unmasked Estep 
Score: -31954532.000000 Penalty: 6122.432617
	Iteration 182Q: 3 clusters Score -3.195453e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 221389 members 
Entering Unmasked Estep 
Score: -31954568.000000 Penalty: 6122.432617
	Iteration 183Q: 3 clusters Score -3.195457e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 221451 members 
Entering Unmasked Estep 
Score: -31954578.000000 Penalty: 6122.432617
	Iteration 184Q: 3 clusters Score -3.195458e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 221505 members 
Entering Unmasked Estep 
Score: -31954618.000000 Penalty: 6122.432617
	Iteration 185Q: 3 clusters Score -3.195462e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 221549 members 
Entering Unmasked Estep 
Score: -31954622.000000 Penalty: 6122.432617
	Iteration 186Q: 3 clusters Score -3.195462e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 221578 members 
Entering Unmasked Estep 
Score: -31954610.000000 Penalty: 6122.432617
	Iteration 187Q: 3 clusters Score -3.195461e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 221605 members 
Entering Unmasked Estep 
Score: -31954628.000000 Penalty: 6122.432617
	Iteration 188Q: 3 clusters Score -3.195463e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 221632 members 
Entering Unmasked Estep 
Score: -31954646.000000 Penalty: 6122.432617
	Iteration 189Q: 3 clusters Score -3.195465e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 221649 members 
Entering Unmasked Estep 
Score: -31954650.000000 Penalty: 6122.432617
	Iteration 190Q: 3 clusters Score -3.195465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 221656 members 
Entering Unmasked Estep 
Score: -31954656.000000 Penalty: 6122.432617
	Iteration 191Q: 3 clusters Score -3.195466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 221665 members 
Entering Unmasked Estep 
Score: -31954650.000000 Penalty: 6122.432617
	Iteration 192Q: 3 clusters Score -3.195465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 221670 members 
Entering Unmasked Estep 
Score: -31954648.000000 Penalty: 6122.432617
	Iteration 193Q: 3 clusters Score -3.195465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 221675 members 
Entering Unmasked Estep 
Score: -31954624.000000 Penalty: 6122.432617
	Iteration 194Q: 3 clusters Score -3.195462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 221682 members 
Entering Unmasked Estep 
Score: -31954652.000000 Penalty: 6122.432617
	Iteration 195Q: 3 clusters Score -3.195465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 221688 members 
Entering Unmasked Estep 
Score: -31954618.000000 Penalty: 6122.432617
	Iteration 196Q: 3 clusters Score -3.195462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 221694 members 
Entering Unmasked Estep 
Score: -31954644.000000 Penalty: 6122.432617
	Iteration 197Q: 3 clusters Score -3.195464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 221696 members 
Entering Unmasked Estep 
Score: -31954628.000000 Penalty: 6122.432617
	Iteration 198Q: 3 clusters Score -3.195463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 221701 members 
Entering Unmasked Estep 
Score: -31954628.000000 Penalty: 6122.432617
	Iteration 199Q: 3 clusters Score -3.195463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 221712 members 
Entering Unmasked Estep 
Score: -31954614.000000 Penalty: 6122.432617
	Iteration 200F: 3 clusters Score -3.195461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 221719 members 
Entering Unmasked Estep 
Score: -31954624.000000 Penalty: 6122.432617
	Iteration 201Q: 3 clusters Score -3.195462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 221725 members 
Entering Unmasked Estep 
Score: -31954634.000000 Penalty: 6122.432617
	Iteration 202Q: 3 clusters Score -3.195463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 221733 members 
Entering Unmasked Estep 
Score: -31954652.000000 Penalty: 6122.432617
	Iteration 203Q: 3 clusters Score -3.195465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 221740 members 
Entering Unmasked Estep 
Score: -31954644.000000 Penalty: 6122.432617
	Iteration 204Q: 3 clusters Score -3.195464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 221745 members 
Entering Unmasked Estep 
Score: -31954684.000000 Penalty: 6122.432617
	Iteration 205Q: 3 clusters Score -3.195468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 221754 members 
Entering Unmasked Estep 
Score: -31954672.000000 Penalty: 6122.432617
	Iteration 206Q: 3 clusters Score -3.195467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 221763 members 
Entering Unmasked Estep 
Score: -31954670.000000 Penalty: 6122.432617
	Iteration 207Q: 3 clusters Score -3.195467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 221768 members 
Entering Unmasked Estep 
Score: -31954666.000000 Penalty: 6122.432617
	Iteration 208Q: 3 clusters Score -3.195467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 221772 members 
Entering Unmasked Estep 
Score: -31954668.000000 Penalty: 6122.432617
	Iteration 209Q: 3 clusters Score -3.195467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 221776 members 
Entering Unmasked Estep 
Score: -31954684.000000 Penalty: 6122.432617
	Iteration 210Q: 3 clusters Score -3.195468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 221780 members 
Entering Unmasked Estep 
Score: -31954678.000000 Penalty: 6122.432617
	Iteration 211Q: 3 clusters Score -3.195468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 221789 members 
Entering Unmasked Estep 
Score: -31954676.000000 Penalty: 6122.432617
	Iteration 212Q: 3 clusters Score -3.195468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 221796 members 
Entering Unmasked Estep 
Score: -31954692.000000 Penalty: 6122.432617
	Iteration 213Q: 3 clusters Score -3.195469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 221804 members 
Entering Unmasked Estep 
Score: -31954682.000000 Penalty: 6122.432617
	Iteration 214Q: 3 clusters Score -3.195468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 221810 members 
Entering Unmasked Estep 
Score: -31954688.000000 Penalty: 6122.432617
	Iteration 215Q: 3 clusters Score -3.195469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 221817 members 
Entering Unmasked Estep 
Score: -31954708.000000 Penalty: 6122.432617
	Iteration 216Q: 3 clusters Score -3.195471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 221822 members 
Entering Unmasked Estep 
Score: -31954716.000000 Penalty: 6122.432617
	Iteration 217Q: 3 clusters Score -3.195472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 221832 members 
Entering Unmasked Estep 
Score: -31954722.000000 Penalty: 6122.432617
	Iteration 218Q: 3 clusters Score -3.195472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 221842 members 
Entering Unmasked Estep 
Score: -31954718.000000 Penalty: 6122.432617
	Iteration 219Q: 3 clusters Score -3.195472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 221852 members 
Entering Unmasked Estep 
Score: -31954726.000000 Penalty: 6122.432617
	Iteration 220F: 3 clusters Score -3.195473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 221856 members 
Entering Unmasked Estep 
Score: -31954738.000000 Penalty: 6122.432617
	Iteration 221Q: 3 clusters Score -3.195474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 221862 members 
Entering Unmasked Estep 
Score: -31954752.000000 Penalty: 6122.432617
	Iteration 222Q: 3 clusters Score -3.195475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 221868 members 
Entering Unmasked Estep 
Score: -31954734.000000 Penalty: 6122.432617
	Iteration 223Q: 3 clusters Score -3.195473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 221874 members 
Entering Unmasked Estep 
Score: -31954748.000000 Penalty: 6122.432617
	Iteration 224Q: 3 clusters Score -3.195475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 221880 members 
Entering Unmasked Estep 
Score: -31954742.000000 Penalty: 6122.432617
	Iteration 225Q: 3 clusters Score -3.195474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 221884 members 
Entering Unmasked Estep 
Score: -31954746.000000 Penalty: 6122.432617
	Iteration 226Q: 3 clusters Score -3.195475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 221891 members 
Entering Unmasked Estep 
Score: -31954738.000000 Penalty: 6122.432617
	Iteration 227Q: 3 clusters Score -3.195474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 221897 members 
Entering Unmasked Estep 
Score: -31954724.000000 Penalty: 6122.432617
	Iteration 228Q: 3 clusters Score -3.195472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 221901 members 
Entering Unmasked Estep 
Score: -31954724.000000 Penalty: 6122.432617
	Iteration 229Q: 3 clusters Score -3.195472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 221904 members 
Entering Unmasked Estep 
Score: -31954736.000000 Penalty: 6122.432617
	Iteration 230Q: 3 clusters Score -3.195474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 221904 members 
Entering Unmasked Estep 
Score: -31954736.000000 Penalty: 6122.432617
	Iteration 231F: 3 clusters Score -3.195474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Entering Unmasked Estep 
Score: -446397.093750 Penalty: 2016.765503
	Iteration 0F: 2 clusters Score -446397.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -442930.500000 Penalty: 4033.531006
	Iteration 0F: 3 clusters Score -442930.5 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -443873.593750 Penalty: 4033.531006
	Iteration 1F: 3 clusters Score -443873.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -444212.375000 Penalty: 4033.531006
	Iteration 2F: 3 clusters Score -444212.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -444452.156250 Penalty: 4033.531006
	Iteration 3F: 3 clusters Score -444452.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -444614.218750 Penalty: 4033.531006
	Iteration 4F: 3 clusters Score -444614.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -444728.531250 Penalty: 4033.531006
	Iteration 5Q: 3 clusters Score -444728.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -444812.875000 Penalty: 4033.531006
	Iteration 6Q: 3 clusters Score -444812.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -444879.937500 Penalty: 4033.531006
	Iteration 7Q: 3 clusters Score -444879.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -444920.093750 Penalty: 4033.531006
	Iteration 8Q: 3 clusters Score -444920.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -444949.781250 Penalty: 4033.531006
	Iteration 9Q: 3 clusters Score -444949.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -444977.906250 Penalty: 4033.531006
	Iteration 10Q: 3 clusters Score -444977.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -445004.281250 Penalty: 4033.531006
	Iteration 11Q: 3 clusters Score -445004.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -445020.093750 Penalty: 4033.531006
	Iteration 12Q: 3 clusters Score -445020.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -445031.875000 Penalty: 4033.531006
	Iteration 13Q: 3 clusters Score -445031.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -445039.625000 Penalty: 4033.531006
	Iteration 14Q: 3 clusters Score -445039.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -445047.406250 Penalty: 4033.531006
	Iteration 15Q: 3 clusters Score -445047.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -445050.875000 Penalty: 4033.531006
	Iteration 16Q: 3 clusters Score -445050.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -445053.187500 Penalty: 4033.531006
	Iteration 17Q: 3 clusters Score -445053.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -445054.187500 Penalty: 4033.531006
	Iteration 18Q: 3 clusters Score -445054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -445055.375000 Penalty: 4033.531006
	Iteration 19Q: 3 clusters Score -445055.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -445056.718750 Penalty: 4033.531006
	Iteration 20F: 3 clusters Score -445056.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -445057.500000 Penalty: 4033.531006
	Iteration 21Q: 3 clusters Score -445057.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -445057.906250 Penalty: 4033.531006
	Iteration 22Q: 3 clusters Score -445057.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -445057.906250 Penalty: 4033.531006
	Iteration 23F: 3 clusters Score -445057.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (197367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197367 members 
Entering Unmasked Estep 
Score: -27588786.000000 Penalty: 3023.819580
	Iteration 0F: 2 clusters Score -2.758879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98174 members 
Mstep: Class 2 contains 99193 members 
Entering Unmasked Estep 
Score: -27468222.000000 Penalty: 6047.639160
	Iteration 0F: 3 clusters Score -2.746822e+07 nChanged 94353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89697 members 
Mstep: Class 2 contains 107670 members 
Entering Unmasked Estep 
Score: -27523112.000000 Penalty: 6047.639160
	Iteration 1F: 3 clusters Score -2.752311e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84474 members 
Mstep: Class 2 contains 112893 members 
Entering Unmasked Estep 
Score: -27525122.000000 Penalty: 6047.639160
	Iteration 2Q: 3 clusters Score -2.752512e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76440 members 
Mstep: Class 2 contains 120927 members 
Entering Unmasked Estep 
Score: -27528454.000000 Penalty: 6047.639160
	Iteration 3Q: 3 clusters Score -2.752845e+07 nChanged 12026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64604 members 
Mstep: Class 2 contains 132763 members 
Entering Unmasked Estep 
Score: -27534746.000000 Penalty: 6047.639160
	Iteration 4F: 3 clusters Score -2.753475e+07 nChanged 16071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 148780 members 
Entering Unmasked Estep 
Score: -27545922.000000 Penalty: 6047.639160
	Iteration 5F: 3 clusters Score -2.754592e+07 nChanged 18416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 167178 members 
Entering Unmasked Estep 
Score: -27560646.000000 Penalty: 6047.639160
	Iteration 6F: 3 clusters Score -2.756065e+07 nChanged 15984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 183162 members 
Entering Unmasked Estep 
Score: -27573800.000000 Penalty: 6047.639160
	Iteration 7F: 3 clusters Score -2.75738e+07 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 192304 members 
Entering Unmasked Estep 
Score: -27581486.000000 Penalty: 6047.639160
	Iteration 8Q: 3 clusters Score -2.758149e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 195764 members 
Entering Unmasked Estep 
Score: -27584712.000000 Penalty: 6047.639160
	Iteration 9Q: 3 clusters Score -2.758471e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 196790 members 
Entering Unmasked Estep 
Score: -27585544.000000 Penalty: 6047.639160
	Iteration 10Q: 3 clusters Score -2.758554e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 197018 members 
Entering Unmasked Estep 
Score: -27585790.000000 Penalty: 6047.639160
	Iteration 11Q: 3 clusters Score -2.758579e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 197086 members 
Entering Unmasked Estep 
Score: -27585938.000000 Penalty: 6047.639160
	Iteration 12Q: 3 clusters Score -2.758594e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 197114 members 
Entering Unmasked Estep 
Score: -27585982.000000 Penalty: 6047.639160
	Iteration 13Q: 3 clusters Score -2.758598e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 197129 members 
Entering Unmasked Estep 
Score: -27586018.000000 Penalty: 6047.639160
	Iteration 14Q: 3 clusters Score -2.758602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 197137 members 
Entering Unmasked Estep 
Score: -27586048.000000 Penalty: 6047.639160
	Iteration 15Q: 3 clusters Score -2.758605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 197140 members 
Entering Unmasked Estep 
Score: -27586054.000000 Penalty: 6047.639160
	Iteration 16Q: 3 clusters Score -2.758605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 197137 members 
Entering Unmasked Estep 
Score: -27586082.000000 Penalty: 6047.639160
	Iteration 17Q: 3 clusters Score -2.758608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 197139 members 
Entering Unmasked Estep 
Score: -27586076.000000 Penalty: 6047.639160
	Iteration 18Q: 3 clusters Score -2.758608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 197142 members 
Entering Unmasked Estep 
Score: -27586080.000000 Penalty: 6047.639160
	Iteration 19Q: 3 clusters Score -2.758608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 197145 members 
Entering Unmasked Estep 
Score: -27586086.000000 Penalty: 6047.639160
	Iteration 20F: 3 clusters Score -2.758609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 197147 members 
Entering Unmasked Estep 
Score: -27586094.000000 Penalty: 6047.639160
	Iteration 21Q: 3 clusters Score -2.758609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 197147 members 
Entering Unmasked Estep 
Score: -27586094.000000 Penalty: 6047.639160
	Iteration 22F: 3 clusters Score -2.758609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -551008.500000 Penalty: 2070.554932
	Iteration 0F: 2 clusters Score -551008.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -547014.437500 Penalty: 4141.109863
	Iteration 0F: 3 clusters Score -547014.4 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -547981.937500 Penalty: 4141.109863
	Iteration 1F: 3 clusters Score -547981.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -548166.062500 Penalty: 4141.109863
	Iteration 2F: 3 clusters Score -548166.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -548274.125000 Penalty: 4141.109863
	Iteration 3Q: 3 clusters Score -548274.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -548370.875000 Penalty: 4141.109863
	Iteration 4Q: 3 clusters Score -548370.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -548442.062500 Penalty: 4141.109863
	Iteration 5Q: 3 clusters Score -548442.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -548504.312500 Penalty: 4141.109863
	Iteration 6Q: 3 clusters Score -548504.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -548571.000000 Penalty: 4141.109863
	Iteration 7Q: 3 clusters Score -548571 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -548621.500000 Penalty: 4141.109863
	Iteration 8Q: 3 clusters Score -548621.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -548669.062500 Penalty: 4141.109863
	Iteration 9Q: 3 clusters Score -548669.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -548720.125000 Penalty: 4141.109863
	Iteration 10Q: 3 clusters Score -548720.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -548771.750000 Penalty: 4141.109863
	Iteration 11Q: 3 clusters Score -548771.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -548822.250000 Penalty: 4141.109863
	Iteration 12Q: 3 clusters Score -548822.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -548874.750000 Penalty: 4141.109863
	Iteration 13Q: 3 clusters Score -548874.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -548916.312500 Penalty: 4141.109863
	Iteration 14Q: 3 clusters Score -548916.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -548961.500000 Penalty: 4141.109863
	Iteration 15Q: 3 clusters Score -548961.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -549009.750000 Penalty: 4141.109863
	Iteration 16Q: 3 clusters Score -549009.8 nChanged 75
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: -549052.500000 Penalty: 4141.109863
	Iteration 17Q: 3 clusters Score -549052.5 nChanged 72
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: -549096.500000 Penalty: 4141.109863
	Iteration 18Q: 3 clusters Score -549096.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -549141.437500 Penalty: 4141.109863
	Iteration 19Q: 3 clusters Score -549141.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -549187.187500 Penalty: 4141.109863
	Iteration 20F: 3 clusters Score -549187.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -549224.875000 Penalty: 4141.109863
	Iteration 21Q: 3 clusters Score -549224.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -549261.812500 Penalty: 4141.109863
	Iteration 22Q: 3 clusters Score -549261.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -549295.875000 Penalty: 4141.109863
	Iteration 23Q: 3 clusters Score -549295.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -549322.000000 Penalty: 4141.109863
	Iteration 24Q: 3 clusters Score -549322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -549350.750000 Penalty: 4141.109863
	Iteration 25Q: 3 clusters Score -549350.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -549374.812500 Penalty: 4141.109863
	Iteration 26Q: 3 clusters Score -549374.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -549399.562500 Penalty: 4141.109863
	Iteration 27Q: 3 clusters Score -549399.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -549415.250000 Penalty: 4141.109863
	Iteration 28Q: 3 clusters Score -549415.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -549426.312500 Penalty: 4141.109863
	Iteration 29Q: 3 clusters Score -549426.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -549432.437500 Penalty: 4141.109863
	Iteration 30Q: 3 clusters Score -549432.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -549438.437500 Penalty: 4141.109863
	Iteration 31Q: 3 clusters Score -549438.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -549444.812500 Penalty: 4141.109863
	Iteration 32Q: 3 clusters Score -549444.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -549448.250000 Penalty: 4141.109863
	Iteration 33Q: 3 clusters Score -549448.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -549453.750000 Penalty: 4141.109863
	Iteration 34Q: 3 clusters Score -549453.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -549458.062500 Penalty: 4141.109863
	Iteration 35Q: 3 clusters Score -549458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -549461.312500 Penalty: 4141.109863
	Iteration 36Q: 3 clusters Score -549461.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -549462.812500 Penalty: 4141.109863
	Iteration 37Q: 3 clusters Score -549462.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -549462.812500 Penalty: 4141.109863
	Iteration 38F: 3 clusters Score -549462.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -41426.164062 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -41426.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40322.933594 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -40322.93 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -40813.722656 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -40813.72 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -41116.136719 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -41116.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -41360.773438 Penalty: 2923.623779
	Iteration 3F: 3 clusters Score -41360.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -41515.742188 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -41515.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -41648.859375 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -41648.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -41661.605469 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -41661.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -41673.121094 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -41673.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -41711.562500 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -41711.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -41741.046875 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -41741.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -41746.789062 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -41746.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -41748.671875 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -41748.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -41748.671875 Penalty: 2923.623779
	Iteration 12F: 3 clusters Score -41748.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229490 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197367 members 
Mstep: Class 7 contains 4226 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 25984 members 
Mstep: Class 10 contains 9574 members 
Mstep: Class 11 contains 40970 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101383 members 
Mstep: Class 14 contains 281289 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14523 members 
Mstep: Class 17 contains 4093 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7660 members 
Mstep: Class 20 contains 13215 members 
Mstep: Class 21 contains 4976 members 
Mstep: Class 22 contains 33072 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Mstep: Class 25 contains 121 members 
Entering Unmasked Estep 
Score: -135818848.000000 Penalty: 85638.921875
Splitting cluster 8 changes total score from -135820480.000000 to -135818848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (25984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Entering Unmasked Estep 
Score: -3638781.750000 Penalty: 2520.978760
	Iteration 0F: 2 clusters Score -3638782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3620737.750000 Penalty: 5041.957520
	Iteration 0F: 3 clusters Score -3620738 nChanged 11667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3627127.000000 Penalty: 5041.957520
	Iteration 1F: 3 clusters Score -3627127 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3627715.000000 Penalty: 5041.957520
	Iteration 2F: 3 clusters Score -3627715 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -3628315.750000 Penalty: 5041.957520
	Iteration 3F: 3 clusters Score -3628316 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3628926.250000 Penalty: 5041.957520
	Iteration 4F: 3 clusters Score -3628926 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3629620.750000 Penalty: 5041.957520
	Iteration 5F: 3 clusters Score -3629621 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3630421.000000 Penalty: 5041.957520
	Iteration 6F: 3 clusters Score -3630421 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -3631427.250000 Penalty: 5041.957520
	Iteration 7F: 3 clusters Score -3631427 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -3632688.500000 Penalty: 5041.957520
	Iteration 8F: 3 clusters Score -3632688 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -3633967.000000 Penalty: 5041.957520
	Iteration 9F: 3 clusters Score -3633967 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3634919.500000 Penalty: 5041.957520
	Iteration 10Q: 3 clusters Score -3634920 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -3635505.250000 Penalty: 5041.957520
	Iteration 11Q: 3 clusters Score -3635505 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -3635755.750000 Penalty: 5041.957520
	Iteration 12Q: 3 clusters Score -3635756 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3635890.000000 Penalty: 5041.957520
	Iteration 13Q: 3 clusters Score -3635890 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -3635969.250000 Penalty: 5041.957520
	Iteration 14Q: 3 clusters Score -3635969 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -3636046.250000 Penalty: 5041.957520
	Iteration 15Q: 3 clusters Score -3636046 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -3636113.500000 Penalty: 5041.957520
	Iteration 16Q: 3 clusters Score -3636114 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -3636154.000000 Penalty: 5041.957520
	Iteration 17Q: 3 clusters Score -3636154 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -3636181.250000 Penalty: 5041.957520
	Iteration 18Q: 3 clusters Score -3636181 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -3636217.500000 Penalty: 5041.957520
	Iteration 19Q: 3 clusters Score -3636218 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -3636246.500000 Penalty: 5041.957520
	Iteration 20F: 3 clusters Score -3636246 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -3636270.000000 Penalty: 5041.957520
	Iteration 21Q: 3 clusters Score -3636270 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -3636294.250000 Penalty: 5041.957520
	Iteration 22Q: 3 clusters Score -3636294 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -3636320.750000 Penalty: 5041.957520
	Iteration 23Q: 3 clusters Score -3636321 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -3636331.500000 Penalty: 5041.957520
	Iteration 24Q: 3 clusters Score -3636332 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -3636340.750000 Penalty: 5041.957520
	Iteration 25Q: 3 clusters Score -3636341 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3636359.000000 Penalty: 5041.957520
	Iteration 26Q: 3 clusters Score -3636359 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -3636368.750000 Penalty: 5041.957520
	Iteration 27Q: 3 clusters Score -3636369 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -3636400.750000 Penalty: 5041.957520
	Iteration 28Q: 3 clusters Score -3636401 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -3636405.000000 Penalty: 5041.957520
	Iteration 29Q: 3 clusters Score -3636405 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3636420.000000 Penalty: 5041.957520
	Iteration 30Q: 3 clusters Score -3636420 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -3636428.500000 Penalty: 5041.957520
	Iteration 31Q: 3 clusters Score -3636428 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3636452.500000 Penalty: 5041.957520
	Iteration 32Q: 3 clusters Score -3636452 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3636454.750000 Penalty: 5041.957520
	Iteration 33Q: 3 clusters Score -3636455 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -3636482.000000 Penalty: 5041.957520
	Iteration 34Q: 3 clusters Score -3636482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -3636492.000000 Penalty: 5041.957520
	Iteration 35Q: 3 clusters Score -3636492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -3636504.000000 Penalty: 5041.957520
	Iteration 36Q: 3 clusters Score -3636504 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3636521.500000 Penalty: 5041.957520
	Iteration 37Q: 3 clusters Score -3636522 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -3636539.250000 Penalty: 5041.957520
	Iteration 38Q: 3 clusters Score -3636539 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3636554.500000 Penalty: 5041.957520
	Iteration 39Q: 3 clusters Score -3636554 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3636588.000000 Penalty: 5041.957520
	Iteration 40F: 3 clusters Score -3636588 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3636599.000000 Penalty: 5041.957520
	Iteration 41Q: 3 clusters Score -3636599 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -3636625.500000 Penalty: 5041.957520
	Iteration 42Q: 3 clusters Score -3636626 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3636660.000000 Penalty: 5041.957520
	Iteration 43Q: 3 clusters Score -3636660 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -3636687.500000 Penalty: 5041.957520
	Iteration 44Q: 3 clusters Score -3636688 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -3636717.500000 Penalty: 5041.957520
	Iteration 45Q: 3 clusters Score -3636718 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3636735.000000 Penalty: 5041.957520
	Iteration 46Q: 3 clusters Score -3636735 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -3636746.750000 Penalty: 5041.957520
	Iteration 47Q: 3 clusters Score -3636747 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -3636761.000000 Penalty: 5041.957520
	Iteration 48Q: 3 clusters Score -3636761 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3636782.250000 Penalty: 5041.957520
	Iteration 49Q: 3 clusters Score -3636782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3636784.250000 Penalty: 5041.957520
	Iteration 50Q: 3 clusters Score -3636784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3636801.000000 Penalty: 5041.957520
	Iteration 51Q: 3 clusters Score -3636801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3636800.500000 Penalty: 5041.957520
	Iteration 52Q: 3 clusters Score -3636800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3636807.500000 Penalty: 5041.957520
	Iteration 53Q: 3 clusters Score -3636808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -3636827.500000 Penalty: 5041.957520
	Iteration 54Q: 3 clusters Score -3636828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -3636829.250000 Penalty: 5041.957520
	Iteration 55Q: 3 clusters Score -3636829 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -3636842.000000 Penalty: 5041.957520
	Iteration 56Q: 3 clusters Score -3636842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3636851.750000 Penalty: 5041.957520
	Iteration 57Q: 3 clusters Score -3636852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3636859.250000 Penalty: 5041.957520
	Iteration 58Q: 3 clusters Score -3636859 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -3636874.750000 Penalty: 5041.957520
	Iteration 59Q: 3 clusters Score -3636875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3636888.500000 Penalty: 5041.957520
	Iteration 60F: 3 clusters Score -3636888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3636905.000000 Penalty: 5041.957520
	Iteration 61Q: 3 clusters Score -3636905 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3636920.000000 Penalty: 5041.957520
	Iteration 62Q: 3 clusters Score -3636920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3636922.250000 Penalty: 5041.957520
	Iteration 63Q: 3 clusters Score -3636922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -3636938.000000 Penalty: 5041.957520
	Iteration 64Q: 3 clusters Score -3636938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3636947.750000 Penalty: 5041.957520
	Iteration 65Q: 3 clusters Score -3636948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -3636949.000000 Penalty: 5041.957520
	Iteration 66Q: 3 clusters Score -3636949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -3636947.750000 Penalty: 5041.957520
	Iteration 67Q: 3 clusters Score -3636948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3636958.000000 Penalty: 5041.957520
	Iteration 68Q: 3 clusters Score -3636958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -3636963.750000 Penalty: 5041.957520
	Iteration 69Q: 3 clusters Score -3636964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -3636973.000000 Penalty: 5041.957520
	Iteration 70Q: 3 clusters Score -3636973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -3636974.750000 Penalty: 5041.957520
	Iteration 71Q: 3 clusters Score -3636975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3636977.000000 Penalty: 5041.957520
	Iteration 72Q: 3 clusters Score -3636977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -3636981.250000 Penalty: 5041.957520
	Iteration 73Q: 3 clusters Score -3636981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -3636983.500000 Penalty: 5041.957520
	Iteration 74Q: 3 clusters Score -3636984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3636983.500000 Penalty: 5041.957520
	Iteration 75Q: 3 clusters Score -3636984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3636985.000000 Penalty: 5041.957520
	Iteration 76Q: 3 clusters Score -3636985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -3636987.500000 Penalty: 5041.957520
	Iteration 77Q: 3 clusters Score -3636988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3636988.750000 Penalty: 5041.957520
	Iteration 78Q: 3 clusters Score -3636989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3636989.750000 Penalty: 5041.957520
	Iteration 79Q: 3 clusters Score -3636990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3636988.750000 Penalty: 5041.957520
	Iteration 80F: 3 clusters Score -3636989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -3636996.750000 Penalty: 5041.957520
	Iteration 81Q: 3 clusters Score -3636997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -3636994.750000 Penalty: 5041.957520
	Iteration 82Q: 3 clusters Score -3636995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -3636996.750000 Penalty: 5041.957520
	Iteration 83Q: 3 clusters Score -3636997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -3636993.500000 Penalty: 5041.957520
	Iteration 84Q: 3 clusters Score -3636994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -3636997.250000 Penalty: 5041.957520
	Iteration 85Q: 3 clusters Score -3636997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -3636994.500000 Penalty: 5041.957520
	Iteration 86Q: 3 clusters Score -3636994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3637001.500000 Penalty: 5041.957520
	Iteration 87Q: 3 clusters Score -3637002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3636997.750000 Penalty: 5041.957520
	Iteration 88Q: 3 clusters Score -3636998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3636999.000000 Penalty: 5041.957520
	Iteration 89Q: 3 clusters Score -3636999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -3637006.500000 Penalty: 5041.957520
	Iteration 90Q: 3 clusters Score -3637006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3637005.250000 Penalty: 5041.957520
	Iteration 91Q: 3 clusters Score -3637005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3637001.750000 Penalty: 5041.957520
	Iteration 92Q: 3 clusters Score -3637002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3636998.250000 Penalty: 5041.957520
	Iteration 93Q: 3 clusters Score -3636998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -3637005.750000 Penalty: 5041.957520
	Iteration 94Q: 3 clusters Score -3637006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3637008.000000 Penalty: 5041.957520
	Iteration 95Q: 3 clusters Score -3637008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3637009.250000 Penalty: 5041.957520
	Iteration 96Q: 3 clusters Score -3637009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3637012.250000 Penalty: 5041.957520
	Iteration 97Q: 3 clusters Score -3637012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3637013.500000 Penalty: 5041.957520
	Iteration 98Q: 3 clusters Score -3637014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3637014.500000 Penalty: 5041.957520
	Iteration 99Q: 3 clusters Score -3637014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3637008.750000 Penalty: 5041.957520
	Iteration 100F: 3 clusters Score -3637009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3637015.500000 Penalty: 5041.957520
	Iteration 101Q: 3 clusters Score -3637016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3637015.000000 Penalty: 5041.957520
	Iteration 102Q: 3 clusters Score -3637015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -3637016.500000 Penalty: 5041.957520
	Iteration 103Q: 3 clusters Score -3637016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -3637016.500000 Penalty: 5041.957520
	Iteration 104F: 3 clusters Score -3637016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Entering Unmasked Estep 
Score: -1311897.500000 Penalty: 2273.367920
	Iteration 0F: 2 clusters Score -1311898 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 4824 members 
Entering Unmasked Estep 
Score: -1304510.000000 Penalty: 4546.735840
	Iteration 0F: 3 clusters Score -1304510 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1306743.000000 Penalty: 4546.735840
	Iteration 1F: 3 clusters Score -1306743 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1307022.375000 Penalty: 4546.735840
	Iteration 2F: 3 clusters Score -1307022 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1307226.250000 Penalty: 4546.735840
	Iteration 3Q: 3 clusters Score -1307226 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1307407.250000 Penalty: 4546.735840
	Iteration 4Q: 3 clusters Score -1307407 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1307560.375000 Penalty: 4546.735840
	Iteration 5Q: 3 clusters Score -1307560 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1307739.125000 Penalty: 4546.735840
	Iteration 6Q: 3 clusters Score -1307739 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1307918.750000 Penalty: 4546.735840
	Iteration 7Q: 3 clusters Score -1307919 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1308127.125000 Penalty: 4546.735840
	Iteration 8Q: 3 clusters Score -1308127 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1308395.750000 Penalty: 4546.735840
	Iteration 9Q: 3 clusters Score -1308396 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1308717.000000 Penalty: 4546.735840
	Iteration 10Q: 3 clusters Score -1308717 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1309074.000000 Penalty: 4546.735840
	Iteration 11Q: 3 clusters Score -1309074 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1309401.125000 Penalty: 4546.735840
	Iteration 12Q: 3 clusters Score -1309401 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1309672.125000 Penalty: 4546.735840
	Iteration 13Q: 3 clusters Score -1309672 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1309906.875000 Penalty: 4546.735840
	Iteration 14Q: 3 clusters Score -1309907 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1310069.000000 Penalty: 4546.735840
	Iteration 15Q: 3 clusters Score -1310069 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1310149.625000 Penalty: 4546.735840
	Iteration 16Q: 3 clusters Score -1310150 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1310200.875000 Penalty: 4546.735840
	Iteration 17Q: 3 clusters Score -1310201 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1310239.250000 Penalty: 4546.735840
	Iteration 18Q: 3 clusters Score -1310239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1310253.125000 Penalty: 4546.735840
	Iteration 19Q: 3 clusters Score -1310253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1310268.000000 Penalty: 4546.735840
	Iteration 20F: 3 clusters Score -1310268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1310278.250000 Penalty: 4546.735840
	Iteration 21Q: 3 clusters Score -1310278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1310283.500000 Penalty: 4546.735840
	Iteration 22Q: 3 clusters Score -1310284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1310289.625000 Penalty: 4546.735840
	Iteration 23Q: 3 clusters Score -1310290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1310289.375000 Penalty: 4546.735840
	Iteration 24Q: 3 clusters Score -1310289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1310288.500000 Penalty: 4546.735840
	Iteration 25Q: 3 clusters Score -1310288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1310293.000000 Penalty: 4546.735840
	Iteration 26Q: 3 clusters Score -1310293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1310293.250000 Penalty: 4546.735840
	Iteration 27Q: 3 clusters Score -1310293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1310293.000000 Penalty: 4546.735840
	Iteration 28Q: 3 clusters Score -1310293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1310293.000000 Penalty: 4546.735840
	Iteration 29Q: 3 clusters Score -1310293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1310293.125000 Penalty: 4546.735840
	Iteration 30Q: 3 clusters Score -1310293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1310296.625000 Penalty: 4546.735840
	Iteration 31Q: 3 clusters Score -1310297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1310297.250000 Penalty: 4546.735840
	Iteration 32Q: 3 clusters Score -1310297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1310296.625000 Penalty: 4546.735840
	Iteration 33Q: 3 clusters Score -1310297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1310298.000000 Penalty: 4546.735840
	Iteration 34Q: 3 clusters Score -1310298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1310299.000000 Penalty: 4546.735840
	Iteration 35Q: 3 clusters Score -1310299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1310298.375000 Penalty: 4546.735840
	Iteration 36Q: 3 clusters Score -1310298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1310299.750000 Penalty: 4546.735840
	Iteration 37Q: 3 clusters Score -1310300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1310300.625000 Penalty: 4546.735840
	Iteration 38Q: 3 clusters Score -1310301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1310300.625000 Penalty: 4546.735840
	Iteration 39F: 3 clusters Score -1310301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Entering Unmasked Estep 
Score: -5528249.000000 Penalty: 2633.907471
	Iteration 0F: 2 clusters Score -5528249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -5500564.500000 Penalty: 5267.814941
	Iteration 0F: 3 clusters Score -5500564 nChanged 18676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -5510610.000000 Penalty: 5267.814941
	Iteration 1F: 3 clusters Score -5510610 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -5511184.500000 Penalty: 5267.814941
	Iteration 2Q: 3 clusters Score -5511184 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -5511770.500000 Penalty: 5267.814941
	Iteration 3Q: 3 clusters Score -5511770 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -5512425.000000 Penalty: 5267.814941
	Iteration 4Q: 3 clusters Score -5512425 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -5513217.500000 Penalty: 5267.814941
	Iteration 5Q: 3 clusters Score -5513218 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -5514238.500000 Penalty: 5267.814941
	Iteration 6Q: 3 clusters Score -5514238 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -5515558.500000 Penalty: 5267.814941
	Iteration 7F: 3 clusters Score -5515558 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -5517338.500000 Penalty: 5267.814941
	Iteration 8F: 3 clusters Score -5517338 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -5519487.500000 Penalty: 5267.814941
	Iteration 9F: 3 clusters Score -5519488 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -5521615.500000 Penalty: 5267.814941
	Iteration 10F: 3 clusters Score -5521616 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -5523364.500000 Penalty: 5267.814941
	Iteration 11Q: 3 clusters Score -5523364 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5524435.500000 Penalty: 5267.814941
	Iteration 12Q: 3 clusters Score -5524436 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5525054.500000 Penalty: 5267.814941
	Iteration 13Q: 3 clusters Score -5525054 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5525378.000000 Penalty: 5267.814941
	Iteration 14Q: 3 clusters Score -5525378 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5525535.500000 Penalty: 5267.814941
	Iteration 15Q: 3 clusters Score -5525536 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5525649.500000 Penalty: 5267.814941
	Iteration 16Q: 3 clusters Score -5525650 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5525740.000000 Penalty: 5267.814941
	Iteration 17Q: 3 clusters Score -5525740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5525783.500000 Penalty: 5267.814941
	Iteration 18Q: 3 clusters Score -5525784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5525823.000000 Penalty: 5267.814941
	Iteration 19Q: 3 clusters Score -5525823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5525859.000000 Penalty: 5267.814941
	Iteration 20F: 3 clusters Score -5525859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5525878.000000 Penalty: 5267.814941
	Iteration 21Q: 3 clusters Score -5525878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5525893.000000 Penalty: 5267.814941
	Iteration 22Q: 3 clusters Score -5525893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5525897.500000 Penalty: 5267.814941
	Iteration 23Q: 3 clusters Score -5525898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5525901.500000 Penalty: 5267.814941
	Iteration 24Q: 3 clusters Score -5525902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5525914.000000 Penalty: 5267.814941
	Iteration 25Q: 3 clusters Score -5525914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5525918.500000 Penalty: 5267.814941
	Iteration 26Q: 3 clusters Score -5525918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5525930.500000 Penalty: 5267.814941
	Iteration 27Q: 3 clusters Score -5525930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5525932.500000 Penalty: 5267.814941
	Iteration 28Q: 3 clusters Score -5525932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5525938.500000 Penalty: 5267.814941
	Iteration 29Q: 3 clusters Score -5525938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5525935.500000 Penalty: 5267.814941
	Iteration 30Q: 3 clusters Score -5525936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5525935.000000 Penalty: 5267.814941
	Iteration 31Q: 3 clusters Score -5525935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5525937.000000 Penalty: 5267.814941
	Iteration 32Q: 3 clusters Score -5525937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5525940.500000 Penalty: 5267.814941
	Iteration 33Q: 3 clusters Score -5525940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5525943.000000 Penalty: 5267.814941
	Iteration 34Q: 3 clusters Score -5525943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5525946.000000 Penalty: 5267.814941
	Iteration 35Q: 3 clusters Score -5525946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5525946.000000 Penalty: 5267.814941
	Iteration 36F: 3 clusters Score -5525946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -129291.585938 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -129291.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -127381.890625 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -127381.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -127705.789062 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -127705.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127924.226562 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -127924.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128064.273438 Penalty: 3421.762451
	Iteration 3Q: 3 clusters Score -128064.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -128127.226562 Penalty: 3421.762451
	Iteration 4Q: 3 clusters Score -128127.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -128168.117188 Penalty: 3421.762451
	Iteration 5Q: 3 clusters Score -128168.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -128194.820312 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -128194.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -128217.523438 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -128217.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -128226.101562 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -128226.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -128229.234375 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -128229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -128231.718750 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -128231.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -128237.492188 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -128237.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -128246.476562 Penalty: 3421.762451
	Iteration 12Q: 3 clusters Score -128246.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -128258.414062 Penalty: 3421.762451
	Iteration 13Q: 3 clusters Score -128258.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -128276.257812 Penalty: 3421.762451
	Iteration 14Q: 3 clusters Score -128276.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -128290.953125 Penalty: 3421.762451
	Iteration 15Q: 3 clusters Score -128291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -128303.843750 Penalty: 3421.762451
	Iteration 16Q: 3 clusters Score -128303.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -128306.335938 Penalty: 3421.762451
	Iteration 17Q: 3 clusters Score -128306.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -128307.921875 Penalty: 3421.762451
	Iteration 18Q: 3 clusters Score -128307.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -128308.164062 Penalty: 3421.762451
	Iteration 19Q: 3 clusters Score -128308.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -128308.164062 Penalty: 3421.762451
	Iteration 20F: 3 clusters Score -128308.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (101383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101383 members 
Entering Unmasked Estep 
Score: -14127496.000000 Penalty: 2858.611816
	Iteration 0F: 2 clusters Score -1.41275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -14059828.000000 Penalty: 5717.223633
	Iteration 0F: 3 clusters Score -1.405983e+07 nChanged 47920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -14087371.000000 Penalty: 5717.223633
	Iteration 1F: 3 clusters Score -1.408737e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -14088524.000000 Penalty: 5717.223633
	Iteration 2Q: 3 clusters Score -1.408852e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -14090087.000000 Penalty: 5717.223633
	Iteration 3Q: 3 clusters Score -1.409009e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -14092277.000000 Penalty: 5717.223633
	Iteration 4Q: 3 clusters Score -1.409228e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -14095555.000000 Penalty: 5717.223633
	Iteration 5F: 3 clusters Score -1.409556e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -14099835.000000 Penalty: 5717.223633
	Iteration 6F: 3 clusters Score -1.409984e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -14104671.000000 Penalty: 5717.223633
	Iteration 7F: 3 clusters Score -1.410467e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -14108647.000000 Penalty: 5717.223633
	Iteration 8F: 3 clusters Score -1.410865e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 56824 members 
Entering Unmasked Estep 
Score: -14110731.000000 Penalty: 5717.223633
	Iteration 9Q: 3 clusters Score -1.411073e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -14111534.000000 Penalty: 5717.223633
	Iteration 10Q: 3 clusters Score -1.411153e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -14111946.000000 Penalty: 5717.223633
	Iteration 11Q: 3 clusters Score -1.411195e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -14112301.000000 Penalty: 5717.223633
	Iteration 12Q: 3 clusters Score -1.41123e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -14112668.000000 Penalty: 5717.223633
	Iteration 13Q: 3 clusters Score -1.411267e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -14112849.000000 Penalty: 5717.223633
	Iteration 14Q: 3 clusters Score -1.411285e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 63702 members 
Entering Unmasked Estep 
Score: -14113224.000000 Penalty: 5717.223633
	Iteration 15Q: 3 clusters Score -1.411322e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 65031 members 
Entering Unmasked Estep 
Score: -14113579.000000 Penalty: 5717.223633
	Iteration 16Q: 3 clusters Score -1.411358e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -14113980.000000 Penalty: 5717.223633
	Iteration 17Q: 3 clusters Score -1.411398e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 67873 members 
Entering Unmasked Estep 
Score: -14114431.000000 Penalty: 5717.223633
	Iteration 18Q: 3 clusters Score -1.411443e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 69385 members 
Entering Unmasked Estep 
Score: -14114899.000000 Penalty: 5717.223633
	Iteration 19Q: 3 clusters Score -1.41149e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 70926 members 
Entering Unmasked Estep 
Score: -14115413.000000 Penalty: 5717.223633
	Iteration 20F: 3 clusters Score -1.411541e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 72486 members 
Entering Unmasked Estep 
Score: -14115846.000000 Penalty: 5717.223633
	Iteration 21Q: 3 clusters Score -1.411585e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 74003 members 
Entering Unmasked Estep 
Score: -14116217.000000 Penalty: 5717.223633
	Iteration 22Q: 3 clusters Score -1.411622e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 75546 members 
Entering Unmasked Estep 
Score: -14116727.000000 Penalty: 5717.223633
	Iteration 23Q: 3 clusters Score -1.411673e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 77119 members 
Entering Unmasked Estep 
Score: -14117144.000000 Penalty: 5717.223633
	Iteration 24Q: 3 clusters Score -1.411714e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -14117572.000000 Penalty: 5717.223633
	Iteration 25Q: 3 clusters Score -1.411757e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 80159 members 
Entering Unmasked Estep 
Score: -14118015.000000 Penalty: 5717.223633
	Iteration 26Q: 3 clusters Score -1.411802e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 81591 members 
Entering Unmasked Estep 
Score: -14118478.000000 Penalty: 5717.223633
	Iteration 27Q: 3 clusters Score -1.411848e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 83062 members 
Entering Unmasked Estep 
Score: -14118968.000000 Penalty: 5717.223633
	Iteration 28Q: 3 clusters Score -1.411897e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 84447 members 
Entering Unmasked Estep 
Score: -14119430.000000 Penalty: 5717.223633
	Iteration 29Q: 3 clusters Score -1.411943e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 85807 members 
Entering Unmasked Estep 
Score: -14119913.000000 Penalty: 5717.223633
	Iteration 30Q: 3 clusters Score -1.411991e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 87197 members 
Entering Unmasked Estep 
Score: -14120303.000000 Penalty: 5717.223633
	Iteration 31Q: 3 clusters Score -1.41203e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -14120782.000000 Penalty: 5717.223633
	Iteration 32Q: 3 clusters Score -1.412078e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 89788 members 
Entering Unmasked Estep 
Score: -14121257.000000 Penalty: 5717.223633
	Iteration 33Q: 3 clusters Score -1.412126e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 90922 members 
Entering Unmasked Estep 
Score: -14121661.000000 Penalty: 5717.223633
	Iteration 34Q: 3 clusters Score -1.412166e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 91963 members 
Entering Unmasked Estep 
Score: -14122046.000000 Penalty: 5717.223633
	Iteration 35Q: 3 clusters Score -1.412205e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 92905 members 
Entering Unmasked Estep 
Score: -14122354.000000 Penalty: 5717.223633
	Iteration 36Q: 3 clusters Score -1.412235e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -14122607.000000 Penalty: 5717.223633
	Iteration 37Q: 3 clusters Score -1.412261e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 94499 members 
Entering Unmasked Estep 
Score: -14122887.000000 Penalty: 5717.223633
	Iteration 38Q: 3 clusters Score -1.412289e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 95185 members 
Entering Unmasked Estep 
Score: -14123148.000000 Penalty: 5717.223633
	Iteration 39Q: 3 clusters Score -1.412315e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 95841 members 
Entering Unmasked Estep 
Score: -14123426.000000 Penalty: 5717.223633
	Iteration 40F: 3 clusters Score -1.412343e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 96435 members 
Entering Unmasked Estep 
Score: -14123657.000000 Penalty: 5717.223633
	Iteration 41Q: 3 clusters Score -1.412366e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 96936 members 
Entering Unmasked Estep 
Score: -14123818.000000 Penalty: 5717.223633
	Iteration 42Q: 3 clusters Score -1.412382e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 97400 members 
Entering Unmasked Estep 
Score: -14124069.000000 Penalty: 5717.223633
	Iteration 43Q: 3 clusters Score -1.412407e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 97819 members 
Entering Unmasked Estep 
Score: -14124283.000000 Penalty: 5717.223633
	Iteration 44Q: 3 clusters Score -1.412428e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 98162 members 
Entering Unmasked Estep 
Score: -14124398.000000 Penalty: 5717.223633
	Iteration 45Q: 3 clusters Score -1.41244e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 98440 members 
Entering Unmasked Estep 
Score: -14124539.000000 Penalty: 5717.223633
	Iteration 46Q: 3 clusters Score -1.412454e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 98678 members 
Entering Unmasked Estep 
Score: -14124606.000000 Penalty: 5717.223633
	Iteration 47Q: 3 clusters Score -1.412461e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 98881 members 
Entering Unmasked Estep 
Score: -14124728.000000 Penalty: 5717.223633
	Iteration 48Q: 3 clusters Score -1.412473e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 99069 members 
Entering Unmasked Estep 
Score: -14124792.000000 Penalty: 5717.223633
	Iteration 49Q: 3 clusters Score -1.412479e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 99228 members 
Entering Unmasked Estep 
Score: -14124861.000000 Penalty: 5717.223633
	Iteration 50Q: 3 clusters Score -1.412486e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 99353 members 
Entering Unmasked Estep 
Score: -14124874.000000 Penalty: 5717.223633
	Iteration 51Q: 3 clusters Score -1.412487e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 99460 members 
Entering Unmasked Estep 
Score: -14124928.000000 Penalty: 5717.223633
	Iteration 52Q: 3 clusters Score -1.412493e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 99562 members 
Entering Unmasked Estep 
Score: -14124975.000000 Penalty: 5717.223633
	Iteration 53Q: 3 clusters Score -1.412498e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 99646 members 
Entering Unmasked Estep 
Score: -14124995.000000 Penalty: 5717.223633
	Iteration 54Q: 3 clusters Score -1.4125e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 99714 members 
Entering Unmasked Estep 
Score: -14125036.000000 Penalty: 5717.223633
	Iteration 55Q: 3 clusters Score -1.412504e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 99773 members 
Entering Unmasked Estep 
Score: -14125017.000000 Penalty: 5717.223633
	Iteration 56Q: 3 clusters Score -1.412502e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 99823 members 
Entering Unmasked Estep 
Score: -14125038.000000 Penalty: 5717.223633
	Iteration 57Q: 3 clusters Score -1.412504e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 99866 members 
Entering Unmasked Estep 
Score: -14125054.000000 Penalty: 5717.223633
	Iteration 58Q: 3 clusters Score -1.412505e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 99904 members 
Entering Unmasked Estep 
Score: -14125054.000000 Penalty: 5717.223633
	Iteration 59Q: 3 clusters Score -1.412505e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 99929 members 
Entering Unmasked Estep 
Score: -14125046.000000 Penalty: 5717.223633
	Iteration 60F: 3 clusters Score -1.412505e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 99955 members 
Entering Unmasked Estep 
Score: -14125048.000000 Penalty: 5717.223633
	Iteration 61Q: 3 clusters Score -1.412505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 99971 members 
Entering Unmasked Estep 
Score: -14125050.000000 Penalty: 5717.223633
	Iteration 62Q: 3 clusters Score -1.412505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 99986 members 
Entering Unmasked Estep 
Score: -14125064.000000 Penalty: 5717.223633
	Iteration 63Q: 3 clusters Score -1.412506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 100001 members 
Entering Unmasked Estep 
Score: -14125060.000000 Penalty: 5717.223633
	Iteration 64Q: 3 clusters Score -1.412506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 100015 members 
Entering Unmasked Estep 
Score: -14125065.000000 Penalty: 5717.223633
	Iteration 65Q: 3 clusters Score -1.412506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 100028 members 
Entering Unmasked Estep 
Score: -14125072.000000 Penalty: 5717.223633
	Iteration 66Q: 3 clusters Score -1.412507e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 100039 members 
Entering Unmasked Estep 
Score: -14125074.000000 Penalty: 5717.223633
	Iteration 67Q: 3 clusters Score -1.412507e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 100048 members 
Entering Unmasked Estep 
Score: -14125076.000000 Penalty: 5717.223633
	Iteration 68Q: 3 clusters Score -1.412508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 100058 members 
Entering Unmasked Estep 
Score: -14125091.000000 Penalty: 5717.223633
	Iteration 69Q: 3 clusters Score -1.412509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 100068 members 
Entering Unmasked Estep 
Score: -14125097.000000 Penalty: 5717.223633
	Iteration 70Q: 3 clusters Score -1.41251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 100080 members 
Entering Unmasked Estep 
Score: -14125092.000000 Penalty: 5717.223633
	Iteration 71Q: 3 clusters Score -1.412509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 100091 members 
Entering Unmasked Estep 
Score: -14125111.000000 Penalty: 5717.223633
	Iteration 72Q: 3 clusters Score -1.412511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 100100 members 
Entering Unmasked Estep 
Score: -14125119.000000 Penalty: 5717.223633
	Iteration 73Q: 3 clusters Score -1.412512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 100110 members 
Entering Unmasked Estep 
Score: -14125122.000000 Penalty: 5717.223633
	Iteration 74Q: 3 clusters Score -1.412512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 100123 members 
Entering Unmasked Estep 
Score: -14125119.000000 Penalty: 5717.223633
	Iteration 75Q: 3 clusters Score -1.412512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 100129 members 
Entering Unmasked Estep 
Score: -14125129.000000 Penalty: 5717.223633
	Iteration 76Q: 3 clusters Score -1.412513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 100136 members 
Entering Unmasked Estep 
Score: -14125116.000000 Penalty: 5717.223633
	Iteration 77Q: 3 clusters Score -1.412512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 100144 members 
Entering Unmasked Estep 
Score: -14125107.000000 Penalty: 5717.223633
	Iteration 78Q: 3 clusters Score -1.412511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 100153 members 
Entering Unmasked Estep 
Score: -14125125.000000 Penalty: 5717.223633
	Iteration 79Q: 3 clusters Score -1.412512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
Score: -14125123.000000 Penalty: 5717.223633
	Iteration 80F: 3 clusters Score -1.412512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 100174 members 
Entering Unmasked Estep 
Score: -14125134.000000 Penalty: 5717.223633
	Iteration 81Q: 3 clusters Score -1.412513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 100181 members 
Entering Unmasked Estep 
Score: -14125145.000000 Penalty: 5717.223633
	Iteration 82Q: 3 clusters Score -1.412514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 100187 members 
Entering Unmasked Estep 
Score: -14125142.000000 Penalty: 5717.223633
	Iteration 83Q: 3 clusters Score -1.412514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 100195 members 
Entering Unmasked Estep 
Score: -14125145.000000 Penalty: 5717.223633
	Iteration 84Q: 3 clusters Score -1.412514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 100198 members 
Entering Unmasked Estep 
Score: -14125161.000000 Penalty: 5717.223633
	Iteration 85Q: 3 clusters Score -1.412516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 100203 members 
Entering Unmasked Estep 
Score: -14125179.000000 Penalty: 5717.223633
	Iteration 86Q: 3 clusters Score -1.412518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 100207 members 
Entering Unmasked Estep 
Score: -14125181.000000 Penalty: 5717.223633
	Iteration 87Q: 3 clusters Score -1.412518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 100213 members 
Entering Unmasked Estep 
Score: -14125190.000000 Penalty: 5717.223633
	Iteration 88Q: 3 clusters Score -1.412519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 100219 members 
Entering Unmasked Estep 
Score: -14125185.000000 Penalty: 5717.223633
	Iteration 89Q: 3 clusters Score -1.412518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 100226 members 
Entering Unmasked Estep 
Score: -14125187.000000 Penalty: 5717.223633
	Iteration 90Q: 3 clusters Score -1.412519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 100232 members 
Entering Unmasked Estep 
Score: -14125183.000000 Penalty: 5717.223633
	Iteration 91Q: 3 clusters Score -1.412518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 100236 members 
Entering Unmasked Estep 
Score: -14125179.000000 Penalty: 5717.223633
	Iteration 92Q: 3 clusters Score -1.412518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 100242 members 
Entering Unmasked Estep 
Score: -14125184.000000 Penalty: 5717.223633
	Iteration 93Q: 3 clusters Score -1.412518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 100246 members 
Entering Unmasked Estep 
Score: -14125187.000000 Penalty: 5717.223633
	Iteration 94Q: 3 clusters Score -1.412519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 100249 members 
Entering Unmasked Estep 
Score: -14125190.000000 Penalty: 5717.223633
	Iteration 95Q: 3 clusters Score -1.412519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 100251 members 
Entering Unmasked Estep 
Score: -14125195.000000 Penalty: 5717.223633
	Iteration 96Q: 3 clusters Score -1.41252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 100252 members 
Entering Unmasked Estep 
Score: -14125190.000000 Penalty: 5717.223633
	Iteration 97Q: 3 clusters Score -1.412519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 100252 members 
Entering Unmasked Estep 
Score: -14125190.000000 Penalty: 5717.223633
	Iteration 98F: 3 clusters Score -1.412519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (281289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281289 members 
Entering Unmasked Estep 
Score: -38553116.000000 Penalty: 3111.690186
	Iteration 0F: 2 clusters Score -3.855312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140941 members 
Mstep: Class 2 contains 140348 members 
Entering Unmasked Estep 
Score: -38379652.000000 Penalty: 6223.380371
	Iteration 0F: 3 clusters Score -3.837965e+07 nChanged 136363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150194 members 
Mstep: Class 2 contains 131095 members 
Entering Unmasked Estep 
Score: -38460684.000000 Penalty: 6223.380371
	Iteration 1F: 3 clusters Score -3.846068e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156036 members 
Mstep: Class 2 contains 125253 members 
Entering Unmasked Estep 
Score: -38462624.000000 Penalty: 6223.380371
	Iteration 2Q: 3 clusters Score -3.846262e+07 nChanged 11124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165152 members 
Mstep: Class 2 contains 116137 members 
Entering Unmasked Estep 
Score: -38466376.000000 Penalty: 6223.380371
	Iteration 3Q: 3 clusters Score -3.846638e+07 nChanged 14680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178572 members 
Mstep: Class 2 contains 102717 members 
Entering Unmasked Estep 
Score: -38473512.000000 Penalty: 6223.380371
	Iteration 4F: 3 clusters Score -3.847351e+07 nChanged 19735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197683 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -38486480.000000 Penalty: 6223.380371
	Iteration 5F: 3 clusters Score -3.848648e+07 nChanged 24430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221889 members 
Mstep: Class 2 contains 59400 members 
Entering Unmasked Estep 
Score: -38506552.000000 Penalty: 6223.380371
	Iteration 6F: 3 clusters Score -3.850655e+07 nChanged 25564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247415 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -38526948.000000 Penalty: 6223.380371
	Iteration 7F: 3 clusters Score -3.852695e+07 nChanged 19670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267071 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -38540340.000000 Penalty: 6223.380371
	Iteration 8F: 3 clusters Score -3.854034e+07 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276612 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -38546672.000000 Penalty: 6223.380371
	Iteration 9Q: 3 clusters Score -3.854667e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279682 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -38548972.000000 Penalty: 6223.380371
	Iteration 10Q: 3 clusters Score -3.854897e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280471 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -38549684.000000 Penalty: 6223.380371
	Iteration 11Q: 3 clusters Score -3.854968e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280711 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -38549972.000000 Penalty: 6223.380371
	Iteration 12Q: 3 clusters Score -3.854997e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280807 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -38550092.000000 Penalty: 6223.380371
	Iteration 13Q: 3 clusters Score -3.855009e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280836 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -38550148.000000 Penalty: 6223.380371
	Iteration 14Q: 3 clusters Score -3.855015e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280854 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -38550192.000000 Penalty: 6223.380371
	Iteration 15Q: 3 clusters Score -3.855019e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280861 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -38550204.000000 Penalty: 6223.380371
	Iteration 16Q: 3 clusters Score -3.85502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280861 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -38550232.000000 Penalty: 6223.380371
	Iteration 17Q: 3 clusters Score -3.855023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280863 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -38550244.000000 Penalty: 6223.380371
	Iteration 18Q: 3 clusters Score -3.855024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280867 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -38550252.000000 Penalty: 6223.380371
	Iteration 19Q: 3 clusters Score -3.855025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280869 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -38550284.000000 Penalty: 6223.380371
	Iteration 20F: 3 clusters Score -3.855028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280870 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -38550256.000000 Penalty: 6223.380371
	Iteration 21Q: 3 clusters Score -3.855026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280872 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -38550264.000000 Penalty: 6223.380371
	Iteration 22Q: 3 clusters Score -3.855026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280872 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -38550264.000000 Penalty: 6223.380371
	Iteration 23F: 3 clusters Score -3.855026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Entering Unmasked Estep 
Score: -975354.125000 Penalty: 2189.175537
	Iteration 0F: 2 clusters Score -975354.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -969716.625000 Penalty: 4378.351074
	Iteration 0F: 3 clusters Score -969716.6 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -971204.812500 Penalty: 4378.351074
	Iteration 1F: 3 clusters Score -971204.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -971445.625000 Penalty: 4378.351074
	Iteration 2F: 3 clusters Score -971445.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -971614.812500 Penalty: 4378.351074
	Iteration 3Q: 3 clusters Score -971614.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -971733.562500 Penalty: 4378.351074
	Iteration 4Q: 3 clusters Score -971733.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -971844.875000 Penalty: 4378.351074
	Iteration 5Q: 3 clusters Score -971844.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -971949.250000 Penalty: 4378.351074
	Iteration 6Q: 3 clusters Score -971949.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -972065.312500 Penalty: 4378.351074
	Iteration 7Q: 3 clusters Score -972065.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -972168.062500 Penalty: 4378.351074
	Iteration 8Q: 3 clusters Score -972168.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -972258.812500 Penalty: 4378.351074
	Iteration 9Q: 3 clusters Score -972258.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -972354.062500 Penalty: 4378.351074
	Iteration 10Q: 3 clusters Score -972354.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -972431.250000 Penalty: 4378.351074
	Iteration 11Q: 3 clusters Score -972431.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -972514.687500 Penalty: 4378.351074
	Iteration 12Q: 3 clusters Score -972514.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -972602.687500 Penalty: 4378.351074
	Iteration 13Q: 3 clusters Score -972602.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -972696.062500 Penalty: 4378.351074
	Iteration 14Q: 3 clusters Score -972696.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -972789.187500 Penalty: 4378.351074
	Iteration 15Q: 3 clusters Score -972789.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -972886.437500 Penalty: 4378.351074
	Iteration 16Q: 3 clusters Score -972886.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -972991.250000 Penalty: 4378.351074
	Iteration 17Q: 3 clusters Score -972991.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -973086.250000 Penalty: 4378.351074
	Iteration 18Q: 3 clusters Score -973086.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -973154.062500 Penalty: 4378.351074
	Iteration 19Q: 3 clusters Score -973154.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -973210.812500 Penalty: 4378.351074
	Iteration 20F: 3 clusters Score -973210.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -973243.125000 Penalty: 4378.351074
	Iteration 21Q: 3 clusters Score -973243.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -973264.750000 Penalty: 4378.351074
	Iteration 22Q: 3 clusters Score -973264.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -973276.375000 Penalty: 4378.351074
	Iteration 23Q: 3 clusters Score -973276.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -973280.125000 Penalty: 4378.351074
	Iteration 24Q: 3 clusters Score -973280.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -973287.000000 Penalty: 4378.351074
	Iteration 25Q: 3 clusters Score -973287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -973291.625000 Penalty: 4378.351074
	Iteration 26Q: 3 clusters Score -973291.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -973294.250000 Penalty: 4378.351074
	Iteration 27Q: 3 clusters Score -973294.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -973298.187500 Penalty: 4378.351074
	Iteration 28Q: 3 clusters Score -973298.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -973303.687500 Penalty: 4378.351074
	Iteration 29Q: 3 clusters Score -973303.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -973305.937500 Penalty: 4378.351074
	Iteration 30Q: 3 clusters Score -973305.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -973310.312500 Penalty: 4378.351074
	Iteration 31Q: 3 clusters Score -973310.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -973313.875000 Penalty: 4378.351074
	Iteration 32Q: 3 clusters Score -973313.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -973313.875000 Penalty: 4378.351074
	Iteration 33Q: 3 clusters Score -973313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -973317.812500 Penalty: 4378.351074
	Iteration 34Q: 3 clusters Score -973317.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -973317.937500 Penalty: 4378.351074
	Iteration 35Q: 3 clusters Score -973317.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -973319.562500 Penalty: 4378.351074
	Iteration 36Q: 3 clusters Score -973319.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -973322.375000 Penalty: 4378.351074
	Iteration 37Q: 3 clusters Score -973322.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -973328.500000 Penalty: 4378.351074
	Iteration 38Q: 3 clusters Score -973328.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -973335.375000 Penalty: 4378.351074
	Iteration 39Q: 3 clusters Score -973335.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -973339.062500 Penalty: 4378.351074
	Iteration 40F: 3 clusters Score -973339.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -973342.562500 Penalty: 4378.351074
	Iteration 41Q: 3 clusters Score -973342.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -973347.875000 Penalty: 4378.351074
	Iteration 42Q: 3 clusters Score -973347.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -973347.000000 Penalty: 4378.351074
	Iteration 43Q: 3 clusters Score -973347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -973347.000000 Penalty: 4378.351074
	Iteration 44Q: 3 clusters Score -973347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -973348.812500 Penalty: 4378.351074
	Iteration 45Q: 3 clusters Score -973348.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -973351.562500 Penalty: 4378.351074
	Iteration 46Q: 3 clusters Score -973351.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -973353.437500 Penalty: 4378.351074
	Iteration 47Q: 3 clusters Score -973353.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -973357.000000 Penalty: 4378.351074
	Iteration 48Q: 3 clusters Score -973357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -973361.125000 Penalty: 4378.351074
	Iteration 49Q: 3 clusters Score -973361.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -973365.875000 Penalty: 4378.351074
	Iteration 50Q: 3 clusters Score -973365.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -973369.625000 Penalty: 4378.351074
	Iteration 51Q: 3 clusters Score -973369.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -973372.750000 Penalty: 4378.351074
	Iteration 52Q: 3 clusters Score -973372.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -973374.812500 Penalty: 4378.351074
	Iteration 53Q: 3 clusters Score -973374.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -973377.812500 Penalty: 4378.351074
	Iteration 54Q: 3 clusters Score -973377.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -973379.250000 Penalty: 4378.351074
	Iteration 55Q: 3 clusters Score -973379.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -973380.437500 Penalty: 4378.351074
	Iteration 56Q: 3 clusters Score -973380.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -973382.500000 Penalty: 4378.351074
	Iteration 57Q: 3 clusters Score -973382.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -973383.187500 Penalty: 4378.351074
	Iteration 58Q: 3 clusters Score -973383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -973385.687500 Penalty: 4378.351074
	Iteration 59Q: 3 clusters Score -973385.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -973385.937500 Penalty: 4378.351074
	Iteration 60F: 3 clusters Score -973385.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -973386.937500 Penalty: 4378.351074
	Iteration 61Q: 3 clusters Score -973386.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -973386.937500 Penalty: 4378.351074
	Iteration 62F: 3 clusters Score -973386.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Entering Unmasked Estep 
Score: -2040471.500000 Penalty: 2376.705078
	Iteration 0F: 2 clusters Score -2040472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2029885.375000 Penalty: 4753.410156
	Iteration 0F: 3 clusters Score -2029885 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2033177.500000 Penalty: 4753.410156
	Iteration 1F: 3 clusters Score -2033178 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2033548.000000 Penalty: 4753.410156
	Iteration 2F: 3 clusters Score -2033548 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2033808.375000 Penalty: 4753.410156
	Iteration 3Q: 3 clusters Score -2033808 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2034045.250000 Penalty: 4753.410156
	Iteration 4Q: 3 clusters Score -2034045 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2034270.625000 Penalty: 4753.410156
	Iteration 5Q: 3 clusters Score -2034271 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2034503.375000 Penalty: 4753.410156
	Iteration 6Q: 3 clusters Score -2034503 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2034786.625000 Penalty: 4753.410156
	Iteration 7Q: 3 clusters Score -2034787 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2035122.750000 Penalty: 4753.410156
	Iteration 8Q: 3 clusters Score -2035123 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2035546.875000 Penalty: 4753.410156
	Iteration 9Q: 3 clusters Score -2035547 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2036097.875000 Penalty: 4753.410156
	Iteration 10F: 3 clusters Score -2036098 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2036641.000000 Penalty: 4753.410156
	Iteration 11F: 3 clusters Score -2036641 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2037158.625000 Penalty: 4753.410156
	Iteration 12Q: 3 clusters Score -2037159 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2037559.875000 Penalty: 4753.410156
	Iteration 13Q: 3 clusters Score -2037560 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2037825.875000 Penalty: 4753.410156
	Iteration 14Q: 3 clusters Score -2037826 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2038013.625000 Penalty: 4753.410156
	Iteration 15Q: 3 clusters Score -2038014 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2038124.750000 Penalty: 4753.410156
	Iteration 16Q: 3 clusters Score -2038125 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2038186.125000 Penalty: 4753.410156
	Iteration 17Q: 3 clusters Score -2038186 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2038229.000000 Penalty: 4753.410156
	Iteration 18Q: 3 clusters Score -2038229 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2038261.500000 Penalty: 4753.410156
	Iteration 19Q: 3 clusters Score -2038262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2038287.625000 Penalty: 4753.410156
	Iteration 20F: 3 clusters Score -2038288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2038313.250000 Penalty: 4753.410156
	Iteration 21Q: 3 clusters Score -2038313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2038339.375000 Penalty: 4753.410156
	Iteration 22Q: 3 clusters Score -2038339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2038361.250000 Penalty: 4753.410156
	Iteration 23Q: 3 clusters Score -2038361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2038377.125000 Penalty: 4753.410156
	Iteration 24Q: 3 clusters Score -2038377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2038380.125000 Penalty: 4753.410156
	Iteration 25Q: 3 clusters Score -2038380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2038393.875000 Penalty: 4753.410156
	Iteration 26Q: 3 clusters Score -2038394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2038398.125000 Penalty: 4753.410156
	Iteration 27Q: 3 clusters Score -2038398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2038404.125000 Penalty: 4753.410156
	Iteration 28Q: 3 clusters Score -2038404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2038412.250000 Penalty: 4753.410156
	Iteration 29Q: 3 clusters Score -2038412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2038414.000000 Penalty: 4753.410156
	Iteration 30Q: 3 clusters Score -2038414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2038426.500000 Penalty: 4753.410156
	Iteration 31Q: 3 clusters Score -2038426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2038433.250000 Penalty: 4753.410156
	Iteration 32Q: 3 clusters Score -2038433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2038434.125000 Penalty: 4753.410156
	Iteration 33Q: 3 clusters Score -2038434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2038437.250000 Penalty: 4753.410156
	Iteration 34Q: 3 clusters Score -2038437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2038438.375000 Penalty: 4753.410156
	Iteration 35Q: 3 clusters Score -2038438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2038440.375000 Penalty: 4753.410156
	Iteration 36Q: 3 clusters Score -2038440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2038440.125000 Penalty: 4753.410156
	Iteration 37Q: 3 clusters Score -2038440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2038440.875000 Penalty: 4753.410156
	Iteration 38Q: 3 clusters Score -2038441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2038440.875000 Penalty: 4753.410156
	Iteration 39F: 3 clusters Score -2038441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Entering Unmasked Estep 
Score: -530182.437500 Penalty: 2062.624268
	Iteration 0F: 2 clusters Score -530182.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -526350.750000 Penalty: 4125.248535
	Iteration 0F: 3 clusters Score -526350.8 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -527293.875000 Penalty: 4125.248535
	Iteration 1F: 3 clusters Score -527293.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -527591.812500 Penalty: 4125.248535
	Iteration 2F: 3 clusters Score -527591.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -527899.312500 Penalty: 4125.248535
	Iteration 3F: 3 clusters Score -527899.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -528542.562500 Penalty: 4125.248535
	Iteration 4F: 3 clusters Score -528542.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -529339.937500 Penalty: 4125.248535
	Iteration 5F: 3 clusters Score -529339.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -530008.750000 Penalty: 4125.248535
	Iteration 6F: 3 clusters Score -530008.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -530387.187500 Penalty: 4125.248535
	Iteration 7F: 3 clusters Score -530387.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -530732.750000 Penalty: 4125.248535
	Iteration 8Q: 3 clusters Score -530732.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -530896.687500 Penalty: 4125.248535
	Iteration 9Q: 3 clusters Score -530896.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -530975.687500 Penalty: 4125.248535
	Iteration 10Q: 3 clusters Score -530975.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -531012.875000 Penalty: 4125.248535
	Iteration 11Q: 3 clusters Score -531012.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -531030.187500 Penalty: 4125.248535
	Iteration 12Q: 3 clusters Score -531030.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -531036.312500 Penalty: 4125.248535
	Iteration 13Q: 3 clusters Score -531036.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -531036.437500 Penalty: 4125.248535
	Iteration 14Q: 3 clusters Score -531036.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -531039.812500 Penalty: 4125.248535
	Iteration 15Q: 3 clusters Score -531039.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -531040.625000 Penalty: 4125.248535
	Iteration 16Q: 3 clusters Score -531040.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -531043.125000 Penalty: 4125.248535
	Iteration 17Q: 3 clusters Score -531043.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -531044.562500 Penalty: 4125.248535
	Iteration 18Q: 3 clusters Score -531044.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -531045.250000 Penalty: 4125.248535
	Iteration 19Q: 3 clusters Score -531045.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -531045.812500 Penalty: 4125.248535
	Iteration 20F: 3 clusters Score -531045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -531047.625000 Penalty: 4125.248535
	Iteration 21Q: 3 clusters Score -531047.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -531047.625000 Penalty: 4125.248535
	Iteration 22F: 3 clusters Score -531047.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229490 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197367 members 
Mstep: Class 7 contains 4226 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 25984 members 
Mstep: Class 10 contains 9574 members 
Mstep: Class 11 contains 40970 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101383 members 
Mstep: Class 14 contains 281289 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14523 members 
Mstep: Class 17 contains 3468 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7660 members 
Mstep: Class 20 contains 13215 members 
Mstep: Class 21 contains 4976 members 
Mstep: Class 22 contains 33072 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Mstep: Class 25 contains 625 members 
Entering Unmasked Estep 
Score: -135819936.000000 Penalty: 85638.921875
Splitting cluster 17 changes total score from -135820480.000000 to -135819936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -69166.484375 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -69166.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -67644.328125 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -67644.33 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67913.875000 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -67913.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68016.921875 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -68016.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68105.296875 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -68105.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68147.679688 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -68147.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68173.984375 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -68173.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68197.375000 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -68197.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68245.562500 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -68245.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68280.726562 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -68280.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68315.929688 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -68315.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68342.531250 Penalty: 3135.101074
	Iteration 10Q: 3 clusters Score -68342.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68356.039062 Penalty: 3135.101074
	Iteration 11Q: 3 clusters Score -68356.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68369.835938 Penalty: 3135.101074
	Iteration 12Q: 3 clusters Score -68369.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68377.875000 Penalty: 3135.101074
	Iteration 13Q: 3 clusters Score -68377.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68386.718750 Penalty: 3135.101074
	Iteration 14Q: 3 clusters Score -68386.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68397.046875 Penalty: 3135.101074
	Iteration 15Q: 3 clusters Score -68397.05 nChanged 4
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: -68406.179688 Penalty: 3135.101074
	Iteration 16Q: 3 clusters Score -68406.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68413.765625 Penalty: 3135.101074
	Iteration 17Q: 3 clusters Score -68413.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68413.765625 Penalty: 3135.101074
	Iteration 18F: 3 clusters Score -68413.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Entering Unmasked Estep 
Score: -1042504.500000 Penalty: 2218.054443
	Iteration 0F: 2 clusters Score -1042504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1036323.375000 Penalty: 4436.108887
	Iteration 0F: 3 clusters Score -1036323 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1038000.000000 Penalty: 4436.108887
	Iteration 1F: 3 clusters Score -1038000 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1038250.312500 Penalty: 4436.108887
	Iteration 2F: 3 clusters Score -1038250 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1038420.562500 Penalty: 4436.108887
	Iteration 3Q: 3 clusters Score -1038421 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1038569.875000 Penalty: 4436.108887
	Iteration 4Q: 3 clusters Score -1038570 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1038679.625000 Penalty: 4436.108887
	Iteration 5Q: 3 clusters Score -1038680 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1038785.375000 Penalty: 4436.108887
	Iteration 6Q: 3 clusters Score -1038785 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1038884.937500 Penalty: 4436.108887
	Iteration 7Q: 3 clusters Score -1038885 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1038965.875000 Penalty: 4436.108887
	Iteration 8Q: 3 clusters Score -1038966 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1039041.312500 Penalty: 4436.108887
	Iteration 9Q: 3 clusters Score -1039041 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1039130.187500 Penalty: 4436.108887
	Iteration 10Q: 3 clusters Score -1039130 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1039204.000000 Penalty: 4436.108887
	Iteration 11Q: 3 clusters Score -1039204 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1039272.375000 Penalty: 4436.108887
	Iteration 12Q: 3 clusters Score -1039272 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1039343.500000 Penalty: 4436.108887
	Iteration 13Q: 3 clusters Score -1039344 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1039428.562500 Penalty: 4436.108887
	Iteration 14Q: 3 clusters Score -1039429 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1039537.812500 Penalty: 4436.108887
	Iteration 15Q: 3 clusters Score -1039538 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1039655.750000 Penalty: 4436.108887
	Iteration 16Q: 3 clusters Score -1039656 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1039776.437500 Penalty: 4436.108887
	Iteration 17Q: 3 clusters Score -1039776 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1039899.562500 Penalty: 4436.108887
	Iteration 18Q: 3 clusters Score -1039900 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1040010.437500 Penalty: 4436.108887
	Iteration 19Q: 3 clusters Score -1040010 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1040129.625000 Penalty: 4436.108887
	Iteration 20F: 3 clusters Score -1040130 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1040240.625000 Penalty: 4436.108887
	Iteration 21Q: 3 clusters Score -1040241 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1040332.562500 Penalty: 4436.108887
	Iteration 22Q: 3 clusters Score -1040333 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1040415.375000 Penalty: 4436.108887
	Iteration 23Q: 3 clusters Score -1040415 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1040482.375000 Penalty: 4436.108887
	Iteration 24Q: 3 clusters Score -1040482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1040530.812500 Penalty: 4436.108887
	Iteration 25Q: 3 clusters Score -1040531 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1040561.625000 Penalty: 4436.108887
	Iteration 26Q: 3 clusters Score -1040562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1040575.687500 Penalty: 4436.108887
	Iteration 27Q: 3 clusters Score -1040576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1040590.250000 Penalty: 4436.108887
	Iteration 28Q: 3 clusters Score -1040590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1040602.312500 Penalty: 4436.108887
	Iteration 29Q: 3 clusters Score -1040602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1040618.687500 Penalty: 4436.108887
	Iteration 30Q: 3 clusters Score -1040619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1040630.062500 Penalty: 4436.108887
	Iteration 31Q: 3 clusters Score -1040630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1040639.625000 Penalty: 4436.108887
	Iteration 32Q: 3 clusters Score -1040640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1040645.375000 Penalty: 4436.108887
	Iteration 33Q: 3 clusters Score -1040645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1040652.125000 Penalty: 4436.108887
	Iteration 34Q: 3 clusters Score -1040652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1040657.000000 Penalty: 4436.108887
	Iteration 35Q: 3 clusters Score -1040657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1040658.250000 Penalty: 4436.108887
	Iteration 36Q: 3 clusters Score -1040658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1040660.062500 Penalty: 4436.108887
	Iteration 37Q: 3 clusters Score -1040660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1040660.875000 Penalty: 4436.108887
	Iteration 38Q: 3 clusters Score -1040661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1040661.500000 Penalty: 4436.108887
	Iteration 39Q: 3 clusters Score -1040662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1040661.000000 Penalty: 4436.108887
	Iteration 40F: 3 clusters Score -1040661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Entering Unmasked Estep 
Score: -1841891.875000 Penalty: 2353.298828
	Iteration 0F: 2 clusters Score -1841892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1832098.250000 Penalty: 4706.597656
	Iteration 0F: 3 clusters Score -1832098 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1835136.500000 Penalty: 4706.597656
	Iteration 1F: 3 clusters Score -1835136 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1835468.250000 Penalty: 4706.597656
	Iteration 2F: 3 clusters Score -1835468 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1835747.875000 Penalty: 4706.597656
	Iteration 3Q: 3 clusters Score -1835748 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1836014.750000 Penalty: 4706.597656
	Iteration 4Q: 3 clusters Score -1836015 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1836273.750000 Penalty: 4706.597656
	Iteration 5Q: 3 clusters Score -1836274 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1836617.250000 Penalty: 4706.597656
	Iteration 6Q: 3 clusters Score -1836617 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1837032.875000 Penalty: 4706.597656
	Iteration 7Q: 3 clusters Score -1837033 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1837521.125000 Penalty: 4706.597656
	Iteration 8F: 3 clusters Score -1837521 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1838064.000000 Penalty: 4706.597656
	Iteration 9F: 3 clusters Score -1838064 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1838580.875000 Penalty: 4706.597656
	Iteration 10Q: 3 clusters Score -1838581 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1838963.750000 Penalty: 4706.597656
	Iteration 11Q: 3 clusters Score -1838964 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1839259.250000 Penalty: 4706.597656
	Iteration 12Q: 3 clusters Score -1839259 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1839461.875000 Penalty: 4706.597656
	Iteration 13Q: 3 clusters Score -1839462 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1839616.750000 Penalty: 4706.597656
	Iteration 14Q: 3 clusters Score -1839617 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1839716.250000 Penalty: 4706.597656
	Iteration 15Q: 3 clusters Score -1839716 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1839789.250000 Penalty: 4706.597656
	Iteration 16Q: 3 clusters Score -1839789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1839826.125000 Penalty: 4706.597656
	Iteration 17Q: 3 clusters Score -1839826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1839851.500000 Penalty: 4706.597656
	Iteration 18Q: 3 clusters Score -1839852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1839862.625000 Penalty: 4706.597656
	Iteration 19Q: 3 clusters Score -1839863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1839875.625000 Penalty: 4706.597656
	Iteration 20F: 3 clusters Score -1839876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1839886.625000 Penalty: 4706.597656
	Iteration 21Q: 3 clusters Score -1839887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1839896.000000 Penalty: 4706.597656
	Iteration 22Q: 3 clusters Score -1839896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1839896.250000 Penalty: 4706.597656
	Iteration 23Q: 3 clusters Score -1839896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1839896.250000 Penalty: 4706.597656
	Iteration 24F: 3 clusters Score -1839896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Entering Unmasked Estep 
Score: -683653.500000 Penalty: 2111.070557
	Iteration 0F: 2 clusters Score -683653.5 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 2501 members 
Entering Unmasked Estep 
Score: -679253.500000 Penalty: 4222.141113
	Iteration 0F: 3 clusters Score -679253.5 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -680248.500000 Penalty: 4222.141113
	Iteration 1F: 3 clusters Score -680248.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -680452.750000 Penalty: 4222.141113
	Iteration 2F: 3 clusters Score -680452.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -680565.750000 Penalty: 4222.141113
	Iteration 3Q: 3 clusters Score -680565.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -680641.500000 Penalty: 4222.141113
	Iteration 4Q: 3 clusters Score -680641.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -680703.375000 Penalty: 4222.141113
	Iteration 5Q: 3 clusters Score -680703.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -680751.187500 Penalty: 4222.141113
	Iteration 6Q: 3 clusters Score -680751.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -680783.500000 Penalty: 4222.141113
	Iteration 7Q: 3 clusters Score -680783.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -680806.875000 Penalty: 4222.141113
	Iteration 8Q: 3 clusters Score -680806.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -680824.062500 Penalty: 4222.141113
	Iteration 9Q: 3 clusters Score -680824.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -680838.812500 Penalty: 4222.141113
	Iteration 10Q: 3 clusters Score -680838.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -680856.312500 Penalty: 4222.141113
	Iteration 11Q: 3 clusters Score -680856.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -680871.687500 Penalty: 4222.141113
	Iteration 12Q: 3 clusters Score -680871.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -680891.437500 Penalty: 4222.141113
	Iteration 13Q: 3 clusters Score -680891.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -680902.187500 Penalty: 4222.141113
	Iteration 14Q: 3 clusters Score -680902.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -680908.250000 Penalty: 4222.141113
	Iteration 15Q: 3 clusters Score -680908.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -680918.000000 Penalty: 4222.141113
	Iteration 16Q: 3 clusters Score -680918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -680924.625000 Penalty: 4222.141113
	Iteration 17Q: 3 clusters Score -680924.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -680935.187500 Penalty: 4222.141113
	Iteration 18Q: 3 clusters Score -680935.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -680941.937500 Penalty: 4222.141113
	Iteration 19Q: 3 clusters Score -680941.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -680946.812500 Penalty: 4222.141113
	Iteration 20F: 3 clusters Score -680946.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -680954.937500 Penalty: 4222.141113
	Iteration 21Q: 3 clusters Score -680954.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -680960.687500 Penalty: 4222.141113
	Iteration 22Q: 3 clusters Score -680960.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -680970.437500 Penalty: 4222.141113
	Iteration 23Q: 3 clusters Score -680970.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -680979.187500 Penalty: 4222.141113
	Iteration 24Q: 3 clusters Score -680979.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -680985.437500 Penalty: 4222.141113
	Iteration 25Q: 3 clusters Score -680985.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -680996.500000 Penalty: 4222.141113
	Iteration 26Q: 3 clusters Score -680996.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -681003.375000 Penalty: 4222.141113
	Iteration 27Q: 3 clusters Score -681003.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -681006.750000 Penalty: 4222.141113
	Iteration 28Q: 3 clusters Score -681006.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -681012.062500 Penalty: 4222.141113
	Iteration 29Q: 3 clusters Score -681012.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -681019.000000 Penalty: 4222.141113
	Iteration 30Q: 3 clusters Score -681019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -681026.812500 Penalty: 4222.141113
	Iteration 31Q: 3 clusters Score -681026.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -681033.000000 Penalty: 4222.141113
	Iteration 32Q: 3 clusters Score -681033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -681042.062500 Penalty: 4222.141113
	Iteration 33Q: 3 clusters Score -681042.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -681054.687500 Penalty: 4222.141113
	Iteration 34Q: 3 clusters Score -681054.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -681068.312500 Penalty: 4222.141113
	Iteration 35Q: 3 clusters Score -681068.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -681082.687500 Penalty: 4222.141113
	Iteration 36Q: 3 clusters Score -681082.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -681095.187500 Penalty: 4222.141113
	Iteration 37Q: 3 clusters Score -681095.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -681110.812500 Penalty: 4222.141113
	Iteration 38Q: 3 clusters Score -681110.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -681128.875000 Penalty: 4222.141113
	Iteration 39Q: 3 clusters Score -681128.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -681146.625000 Penalty: 4222.141113
	Iteration 40F: 3 clusters Score -681146.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -681161.750000 Penalty: 4222.141113
	Iteration 41Q: 3 clusters Score -681161.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -681180.625000 Penalty: 4222.141113
	Iteration 42Q: 3 clusters Score -681180.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -681205.812500 Penalty: 4222.141113
	Iteration 43Q: 3 clusters Score -681205.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -681226.687500 Penalty: 4222.141113
	Iteration 44Q: 3 clusters Score -681226.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -681244.562500 Penalty: 4222.141113
	Iteration 45Q: 3 clusters Score -681244.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -681260.875000 Penalty: 4222.141113
	Iteration 46Q: 3 clusters Score -681260.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -681277.125000 Penalty: 4222.141113
	Iteration 47Q: 3 clusters Score -681277.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -681292.875000 Penalty: 4222.141113
	Iteration 48Q: 3 clusters Score -681292.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -681308.437500 Penalty: 4222.141113
	Iteration 49Q: 3 clusters Score -681308.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -681327.375000 Penalty: 4222.141113
	Iteration 50Q: 3 clusters Score -681327.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -681350.937500 Penalty: 4222.141113
	Iteration 51Q: 3 clusters Score -681350.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -681371.875000 Penalty: 4222.141113
	Iteration 52Q: 3 clusters Score -681371.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -681390.687500 Penalty: 4222.141113
	Iteration 53Q: 3 clusters Score -681390.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -681414.125000 Penalty: 4222.141113
	Iteration 54Q: 3 clusters Score -681414.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -681442.125000 Penalty: 4222.141113
	Iteration 55Q: 3 clusters Score -681442.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -681471.437500 Penalty: 4222.141113
	Iteration 56Q: 3 clusters Score -681471.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -681497.000000 Penalty: 4222.141113
	Iteration 57Q: 3 clusters Score -681497 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -681514.937500 Penalty: 4222.141113
	Iteration 58Q: 3 clusters Score -681514.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -681533.250000 Penalty: 4222.141113
	Iteration 59Q: 3 clusters Score -681533.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -681548.062500 Penalty: 4222.141113
	Iteration 60F: 3 clusters Score -681548.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -681562.812500 Penalty: 4222.141113
	Iteration 61Q: 3 clusters Score -681562.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -681575.062500 Penalty: 4222.141113
	Iteration 62Q: 3 clusters Score -681575.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -681589.750000 Penalty: 4222.141113
	Iteration 63Q: 3 clusters Score -681589.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -681605.250000 Penalty: 4222.141113
	Iteration 64Q: 3 clusters Score -681605.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -681619.562500 Penalty: 4222.141113
	Iteration 65Q: 3 clusters Score -681619.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -681630.312500 Penalty: 4222.141113
	Iteration 66Q: 3 clusters Score -681630.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -681642.187500 Penalty: 4222.141113
	Iteration 67Q: 3 clusters Score -681642.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -681654.562500 Penalty: 4222.141113
	Iteration 68Q: 3 clusters Score -681654.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -681669.250000 Penalty: 4222.141113
	Iteration 69Q: 3 clusters Score -681669.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -681689.437500 Penalty: 4222.141113
	Iteration 70Q: 3 clusters Score -681689.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -681705.312500 Penalty: 4222.141113
	Iteration 71Q: 3 clusters Score -681705.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -681724.187500 Penalty: 4222.141113
	Iteration 72Q: 3 clusters Score -681724.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -681742.062500 Penalty: 4222.141113
	Iteration 73Q: 3 clusters Score -681742.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -681761.937500 Penalty: 4222.141113
	Iteration 74Q: 3 clusters Score -681761.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -681775.750000 Penalty: 4222.141113
	Iteration 75Q: 3 clusters Score -681775.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -681787.687500 Penalty: 4222.141113
	Iteration 76Q: 3 clusters Score -681787.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -681798.125000 Penalty: 4222.141113
	Iteration 77Q: 3 clusters Score -681798.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -681810.875000 Penalty: 4222.141113
	Iteration 78Q: 3 clusters Score -681810.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -681827.375000 Penalty: 4222.141113
	Iteration 79Q: 3 clusters Score -681827.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -681844.687500 Penalty: 4222.141113
	Iteration 80F: 3 clusters Score -681844.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -681859.687500 Penalty: 4222.141113
	Iteration 81Q: 3 clusters Score -681859.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -681875.937500 Penalty: 4222.141113
	Iteration 82Q: 3 clusters Score -681875.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -681883.312500 Penalty: 4222.141113
	Iteration 83Q: 3 clusters Score -681883.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -681893.500000 Penalty: 4222.141113
	Iteration 84Q: 3 clusters Score -681893.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -681899.625000 Penalty: 4222.141113
	Iteration 85Q: 3 clusters Score -681899.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -681903.437500 Penalty: 4222.141113
	Iteration 86Q: 3 clusters Score -681903.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -681906.312500 Penalty: 4222.141113
	Iteration 87Q: 3 clusters Score -681906.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -681910.625000 Penalty: 4222.141113
	Iteration 88Q: 3 clusters Score -681910.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -681912.437500 Penalty: 4222.141113
	Iteration 89Q: 3 clusters Score -681912.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -681913.250000 Penalty: 4222.141113
	Iteration 90Q: 3 clusters Score -681913.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -681914.312500 Penalty: 4222.141113
	Iteration 91Q: 3 clusters Score -681914.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -681916.250000 Penalty: 4222.141113
	Iteration 92Q: 3 clusters Score -681916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -681916.250000 Penalty: 4222.141113
	Iteration 93F: 3 clusters Score -681916.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Entering Unmasked Estep 
Score: -4491665.000000 Penalty: 2580.797852
	Iteration 0F: 2 clusters Score -4491665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -4469004.000000 Penalty: 5161.595703
	Iteration 0F: 3 clusters Score -4469004 nChanged 14918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -4477036.500000 Penalty: 5161.595703
	Iteration 1F: 3 clusters Score -4477036 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -4477683.000000 Penalty: 5161.595703
	Iteration 2Q: 3 clusters Score -4477683 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -4478632.000000 Penalty: 5161.595703
	Iteration 3F: 3 clusters Score -4478632 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -4479920.500000 Penalty: 5161.595703
	Iteration 4F: 3 clusters Score -4479920 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -4481417.000000 Penalty: 5161.595703
	Iteration 5F: 3 clusters Score -4481417 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -4483023.500000 Penalty: 5161.595703
	Iteration 6F: 3 clusters Score -4483024 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -4484562.000000 Penalty: 5161.595703
	Iteration 7F: 3 clusters Score -4484562 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -4485909.000000 Penalty: 5161.595703
	Iteration 8F: 3 clusters Score -4485909 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -4486985.500000 Penalty: 5161.595703
	Iteration 9Q: 3 clusters Score -4486986 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -4487743.500000 Penalty: 5161.595703
	Iteration 10Q: 3 clusters Score -4487744 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -4488265.500000 Penalty: 5161.595703
	Iteration 11Q: 3 clusters Score -4488266 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -4488749.500000 Penalty: 5161.595703
	Iteration 12Q: 3 clusters Score -4488750 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -4489238.000000 Penalty: 5161.595703
	Iteration 13Q: 3 clusters Score -4489238 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -4489572.500000 Penalty: 5161.595703
	Iteration 14Q: 3 clusters Score -4489572 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -4489787.000000 Penalty: 5161.595703
	Iteration 15Q: 3 clusters Score -4489787 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -4489948.500000 Penalty: 5161.595703
	Iteration 16Q: 3 clusters Score -4489948 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -4490038.500000 Penalty: 5161.595703
	Iteration 17Q: 3 clusters Score -4490038 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -4490089.000000 Penalty: 5161.595703
	Iteration 18Q: 3 clusters Score -4490089 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -4490148.000000 Penalty: 5161.595703
	Iteration 19Q: 3 clusters Score -4490148 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -4490170.000000 Penalty: 5161.595703
	Iteration 20F: 3 clusters Score -4490170 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -4490192.000000 Penalty: 5161.595703
	Iteration 21Q: 3 clusters Score -4490192 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -4490202.000000 Penalty: 5161.595703
	Iteration 22Q: 3 clusters Score -4490202 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -4490205.000000 Penalty: 5161.595703
	Iteration 23Q: 3 clusters Score -4490205 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -4490214.500000 Penalty: 5161.595703
	Iteration 24Q: 3 clusters Score -4490214 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -4490230.000000 Penalty: 5161.595703
	Iteration 25Q: 3 clusters Score -4490230 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -4490239.500000 Penalty: 5161.595703
	Iteration 26Q: 3 clusters Score -4490240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -4490247.000000 Penalty: 5161.595703
	Iteration 27Q: 3 clusters Score -4490247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -4490258.000000 Penalty: 5161.595703
	Iteration 28Q: 3 clusters Score -4490258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -4490267.500000 Penalty: 5161.595703
	Iteration 29Q: 3 clusters Score -4490268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -4490273.000000 Penalty: 5161.595703
	Iteration 30Q: 3 clusters Score -4490273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -4490277.500000 Penalty: 5161.595703
	Iteration 31Q: 3 clusters Score -4490278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -4490282.500000 Penalty: 5161.595703
	Iteration 32Q: 3 clusters Score -4490282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -4490280.500000 Penalty: 5161.595703
	Iteration 33Q: 3 clusters Score -4490280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -4490293.500000 Penalty: 5161.595703
	Iteration 34Q: 3 clusters Score -4490294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4490292.000000 Penalty: 5161.595703
	Iteration 35Q: 3 clusters Score -4490292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -4490293.000000 Penalty: 5161.595703
	Iteration 36Q: 3 clusters Score -4490293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -4490286.000000 Penalty: 5161.595703
	Iteration 37Q: 3 clusters Score -4490286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -4490292.500000 Penalty: 5161.595703
	Iteration 38Q: 3 clusters Score -4490292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -4490295.000000 Penalty: 5161.595703
	Iteration 39Q: 3 clusters Score -4490295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -4490297.500000 Penalty: 5161.595703
	Iteration 40F: 3 clusters Score -4490298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -4490296.500000 Penalty: 5161.595703
	Iteration 41Q: 3 clusters Score -4490296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -4490301.500000 Penalty: 5161.595703
	Iteration 42Q: 3 clusters Score -4490302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -4490310.500000 Penalty: 5161.595703
	Iteration 43Q: 3 clusters Score -4490310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -4490310.500000 Penalty: 5161.595703
	Iteration 44Q: 3 clusters Score -4490310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -4490315.000000 Penalty: 5161.595703
	Iteration 45Q: 3 clusters Score -4490315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -4490313.000000 Penalty: 5161.595703
	Iteration 46Q: 3 clusters Score -4490313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -4490321.500000 Penalty: 5161.595703
	Iteration 47Q: 3 clusters Score -4490322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -4490318.500000 Penalty: 5161.595703
	Iteration 48Q: 3 clusters Score -4490318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -4490320.500000 Penalty: 5161.595703
	Iteration 49Q: 3 clusters Score -4490320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -4490320.000000 Penalty: 5161.595703
	Iteration 50Q: 3 clusters Score -4490320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -4490318.500000 Penalty: 5161.595703
	Iteration 51Q: 3 clusters Score -4490318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -4490322.500000 Penalty: 5161.595703
	Iteration 52Q: 3 clusters Score -4490322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4490321.500000 Penalty: 5161.595703
	Iteration 53Q: 3 clusters Score -4490322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -4490330.000000 Penalty: 5161.595703
	Iteration 54Q: 3 clusters Score -4490330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -4490330.500000 Penalty: 5161.595703
	Iteration 55Q: 3 clusters Score -4490330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -4490334.500000 Penalty: 5161.595703
	Iteration 56Q: 3 clusters Score -4490334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -4490334.500000 Penalty: 5161.595703
	Iteration 57Q: 3 clusters Score -4490334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -4490332.500000 Penalty: 5161.595703
	Iteration 58Q: 3 clusters Score -4490332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -4490332.500000 Penalty: 5161.595703
	Iteration 59F: 3 clusters Score -4490332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -63318.429688 Penalty: 1543.690430
	Iteration 0F: 2 clusters Score -63318.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61805.078125 Penalty: 3087.380859
	Iteration 0F: 3 clusters Score -61805.08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61984.875000 Penalty: 3087.380859
	Iteration 1F: 3 clusters Score -61984.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62058.410156 Penalty: 3087.380859
	Iteration 2F: 3 clusters Score -62058.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -62078.371094 Penalty: 3087.380859
	Iteration 3Q: 3 clusters Score -62078.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62099.082031 Penalty: 3087.380859
	Iteration 4Q: 3 clusters Score -62099.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62125.941406 Penalty: 3087.380859
	Iteration 5Q: 3 clusters Score -62125.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -62154.054688 Penalty: 3087.380859
	Iteration 6Q: 3 clusters Score -62154.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -62166.437500 Penalty: 3087.380859
	Iteration 7Q: 3 clusters Score -62166.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62183.070312 Penalty: 3087.380859
	Iteration 8Q: 3 clusters Score -62183.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62189.386719 Penalty: 3087.380859
	Iteration 9Q: 3 clusters Score -62189.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -62190.347656 Penalty: 3087.380859
	Iteration 10Q: 3 clusters Score -62190.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -62199.324219 Penalty: 3087.380859
	Iteration 11Q: 3 clusters Score -62199.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -62202.167969 Penalty: 3087.380859
	Iteration 12Q: 3 clusters Score -62202.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -62205.175781 Penalty: 3087.380859
	Iteration 13Q: 3 clusters Score -62205.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -62205.175781 Penalty: 3087.380859
	Iteration 14F: 3 clusters Score -62205.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -131662.781250 Penalty: 1716.081665
	Iteration 0F: 2 clusters Score -131662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -129752.671875 Penalty: 3432.163330
	Iteration 0F: 3 clusters Score -129752.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -130099.726562 Penalty: 3432.163330
	Iteration 1F: 3 clusters Score -130099.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -130270.492188 Penalty: 3432.163330
	Iteration 2F: 3 clusters Score -130270.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -130373.585938 Penalty: 3432.163330
	Iteration 3Q: 3 clusters Score -130373.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -130429.085938 Penalty: 3432.163330
	Iteration 4Q: 3 clusters Score -130429.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -130462.726562 Penalty: 3432.163330
	Iteration 5Q: 3 clusters Score -130462.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -130489.085938 Penalty: 3432.163330
	Iteration 6Q: 3 clusters Score -130489.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -130516.203125 Penalty: 3432.163330
	Iteration 7Q: 3 clusters Score -130516.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -130542.398438 Penalty: 3432.163330
	Iteration 8Q: 3 clusters Score -130542.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -130566.640625 Penalty: 3432.163330
	Iteration 9Q: 3 clusters Score -130566.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -130588.976562 Penalty: 3432.163330
	Iteration 10Q: 3 clusters Score -130589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -130608.039062 Penalty: 3432.163330
	Iteration 11Q: 3 clusters Score -130608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -130627.460938 Penalty: 3432.163330
	Iteration 12Q: 3 clusters Score -130627.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -130642.273438 Penalty: 3432.163330
	Iteration 13Q: 3 clusters Score -130642.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -130660.843750 Penalty: 3432.163330
	Iteration 14Q: 3 clusters Score -130660.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -130670.945312 Penalty: 3432.163330
	Iteration 15Q: 3 clusters Score -130670.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -130694.085938 Penalty: 3432.163330
	Iteration 16Q: 3 clusters Score -130694.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -130710.593750 Penalty: 3432.163330
	Iteration 17Q: 3 clusters Score -130710.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -130725.234375 Penalty: 3432.163330
	Iteration 18Q: 3 clusters Score -130725.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -130733.945312 Penalty: 3432.163330
	Iteration 19Q: 3 clusters Score -130733.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -130741.601562 Penalty: 3432.163330
	Iteration 20F: 3 clusters Score -130741.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -130790.617188 Penalty: 3432.163330
	Iteration 21Q: 3 clusters Score -130790.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -130906.289062 Penalty: 3432.163330
	Iteration 22Q: 3 clusters Score -130906.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -131069.265625 Penalty: 3432.163330
	Iteration 23Q: 3 clusters Score -131069.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -131159.156250 Penalty: 3432.163330
	Iteration 24Q: 3 clusters Score -131159.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -131204.781250 Penalty: 3432.163330
	Iteration 25Q: 3 clusters Score -131204.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -131251.156250 Penalty: 3432.163330
	Iteration 26Q: 3 clusters Score -131251.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -131280.531250 Penalty: 3432.163330
	Iteration 27Q: 3 clusters Score -131280.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -131295.984375 Penalty: 3432.163330
	Iteration 28Q: 3 clusters Score -131296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -131330.765625 Penalty: 3432.163330
	Iteration 29Q: 3 clusters Score -131330.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -131368.671875 Penalty: 3432.163330
	Iteration 30Q: 3 clusters Score -131368.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -131399.578125 Penalty: 3432.163330
	Iteration 31Q: 3 clusters Score -131399.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -131411.875000 Penalty: 3432.163330
	Iteration 32Q: 3 clusters Score -131411.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -131421.703125 Penalty: 3432.163330
	Iteration 33Q: 3 clusters Score -131421.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -131434.890625 Penalty: 3432.163330
	Iteration 34Q: 3 clusters Score -131434.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -131453.234375 Penalty: 3432.163330
	Iteration 35Q: 3 clusters Score -131453.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -131466.281250 Penalty: 3432.163330
	Iteration 36Q: 3 clusters Score -131466.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -131469.640625 Penalty: 3432.163330
	Iteration 37Q: 3 clusters Score -131469.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -131474.187500 Penalty: 3432.163330
	Iteration 38Q: 3 clusters Score -131474.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -131479.812500 Penalty: 3432.163330
	Iteration 39Q: 3 clusters Score -131479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -131483.546875 Penalty: 3432.163330
	Iteration 40F: 3 clusters Score -131483.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -131492.093750 Penalty: 3432.163330
	Iteration 41Q: 3 clusters Score -131492.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -131507.687500 Penalty: 3432.163330
	Iteration 42Q: 3 clusters Score -131507.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -131514.125000 Penalty: 3432.163330
	Iteration 43Q: 3 clusters Score -131514.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -131519.562500 Penalty: 3432.163330
	Iteration 44Q: 3 clusters Score -131519.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -131524.656250 Penalty: 3432.163330
	Iteration 45Q: 3 clusters Score -131524.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -131530.890625 Penalty: 3432.163330
	Iteration 46Q: 3 clusters Score -131530.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -131540.312500 Penalty: 3432.163330
	Iteration 47Q: 3 clusters Score -131540.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -131546.140625 Penalty: 3432.163330
	Iteration 48Q: 3 clusters Score -131546.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -131549.062500 Penalty: 3432.163330
	Iteration 49Q: 3 clusters Score -131549.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -131549.062500 Penalty: 3432.163330
	Iteration 50F: 3 clusters Score -131549.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229490 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197367 members 
Mstep: Class 7 contains 4226 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 25984 members 
Mstep: Class 10 contains 9574 members 
Mstep: Class 11 contains 40970 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101383 members 
Mstep: Class 14 contains 281289 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14523 members 
Mstep: Class 17 contains 4093 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7660 members 
Mstep: Class 20 contains 13215 members 
Mstep: Class 21 contains 4976 members 
Mstep: Class 22 contains 33072 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820480.000000 Penalty: 82213.359375
Iteration 159Q: 25 clusters Score -1.358205e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 2206 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229506 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197349 members 
Mstep: Class 7 contains 4228 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 25987 members 
Mstep: Class 10 contains 9598 members 
Mstep: Class 11 contains 40976 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101348 members 
Mstep: Class 14 contains 281297 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14523 members 
Mstep: Class 17 contains 4094 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7652 members 
Mstep: Class 20 contains 13221 members 
Mstep: Class 21 contains 4976 members 
Mstep: Class 22 contains 33068 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820368.000000 Penalty: 82213.359375
Iteration 160F: 25 clusters Score -1.358204e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 2200 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229521 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197331 members 
Mstep: Class 7 contains 4230 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 25990 members 
Mstep: Class 10 contains 9625 members 
Mstep: Class 11 contains 40983 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101311 members 
Mstep: Class 14 contains 281314 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14521 members 
Mstep: Class 17 contains 4095 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7647 members 
Mstep: Class 20 contains 13221 members 
Mstep: Class 21 contains 4976 members 
Mstep: Class 22 contains 33067 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820512.000000 Penalty: 82213.359375
Iteration 161Q: 25 clusters Score -1.358205e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229528 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197326 members 
Mstep: Class 7 contains 4232 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 25991 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 40989 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101279 members 
Mstep: Class 14 contains 281330 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14522 members 
Mstep: Class 17 contains 4098 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7644 members 
Mstep: Class 20 contains 13220 members 
Mstep: Class 21 contains 4976 members 
Mstep: Class 22 contains 33058 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820416.000000 Penalty: 82213.359375
Iteration 162Q: 25 clusters Score -1.358204e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2193 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229535 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197329 members 
Mstep: Class 7 contains 4235 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 25995 members 
Mstep: Class 10 contains 9658 members 
Mstep: Class 11 contains 40994 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101248 members 
Mstep: Class 14 contains 281346 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14521 members 
Mstep: Class 17 contains 4100 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7645 members 
Mstep: Class 20 contains 13214 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 33046 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820528.000000 Penalty: 82213.359375
Iteration 163Q: 25 clusters Score -1.358205e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229532 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197336 members 
Mstep: Class 7 contains 4237 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26003 members 
Mstep: Class 10 contains 9680 members 
Mstep: Class 11 contains 40997 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101216 members 
Mstep: Class 14 contains 281356 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14526 members 
Mstep: Class 17 contains 4102 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7644 members 
Mstep: Class 20 contains 13209 members 
Mstep: Class 21 contains 4974 members 
Mstep: Class 22 contains 33030 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820512.000000 Penalty: 82213.359375
Iteration 164Q: 25 clusters Score -1.358205e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 2186 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229521 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197339 members 
Mstep: Class 7 contains 4240 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26007 members 
Mstep: Class 10 contains 9699 members 
Mstep: Class 11 contains 40998 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101187 members 
Mstep: Class 14 contains 281380 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14528 members 
Mstep: Class 17 contains 4103 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7643 members 
Mstep: Class 20 contains 13208 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 33017 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820480.000000 Penalty: 82213.359375
Iteration 165Q: 25 clusters Score -1.358205e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 2180 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229516 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197343 members 
Mstep: Class 7 contains 4239 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26010 members 
Mstep: Class 10 contains 9715 members 
Mstep: Class 11 contains 41002 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101161 members 
Mstep: Class 14 contains 281402 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14529 members 
Mstep: Class 17 contains 4104 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7640 members 
Mstep: Class 20 contains 13208 members 
Mstep: Class 21 contains 4977 members 
Mstep: Class 22 contains 33006 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820432.000000 Penalty: 82213.359375
Iteration 166Q: 25 clusters Score -1.358204e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229518 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197335 members 
Mstep: Class 7 contains 4238 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26013 members 
Mstep: Class 10 contains 9732 members 
Mstep: Class 11 contains 41004 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101129 members 
Mstep: Class 14 contains 281424 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14529 members 
Mstep: Class 17 contains 4105 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7637 members 
Mstep: Class 20 contains 13208 members 
Mstep: Class 21 contains 4979 members 
Mstep: Class 22 contains 33002 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820416.000000 Penalty: 82213.359375
Iteration 167Q: 25 clusters Score -1.358204e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2178 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229519 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197339 members 
Mstep: Class 7 contains 4240 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26012 members 
Mstep: Class 10 contains 9741 members 
Mstep: Class 11 contains 41004 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101100 members 
Mstep: Class 14 contains 281445 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14528 members 
Mstep: Class 17 contains 4107 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7635 members 
Mstep: Class 20 contains 13207 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 32996 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820384.000000 Penalty: 82213.359375
Iteration 168Q: 25 clusters Score -1.358204e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 2179 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229524 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197338 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26012 members 
Mstep: Class 10 contains 9750 members 
Mstep: Class 11 contains 41005 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101073 members 
Mstep: Class 14 contains 281456 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14527 members 
Mstep: Class 17 contains 4108 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7634 members 
Mstep: Class 20 contains 13206 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 32995 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820384.000000 Penalty: 82213.359375
Iteration 169Q: 25 clusters Score -1.358204e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 2173 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229528 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197335 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26014 members 
Mstep: Class 10 contains 9762 members 
Mstep: Class 11 contains 41007 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101051 members 
Mstep: Class 14 contains 281469 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14524 members 
Mstep: Class 17 contains 4109 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7634 members 
Mstep: Class 20 contains 13206 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 32990 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820368.000000 Penalty: 82213.359375
Iteration 170Q: 25 clusters Score -1.358204e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 2175 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229528 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197326 members 
Mstep: Class 7 contains 4243 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26015 members 
Mstep: Class 10 contains 9769 members 
Mstep: Class 11 contains 41007 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101033 members 
Mstep: Class 14 contains 281477 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14526 members 
Mstep: Class 17 contains 4109 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7634 members 
Mstep: Class 20 contains 13207 members 
Mstep: Class 21 contains 4989 members 
Mstep: Class 22 contains 32989 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820400.000000 Penalty: 82213.359375
Iteration 171Q: 25 clusters Score -1.358204e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2178 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229529 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197321 members 
Mstep: Class 7 contains 4246 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26015 members 
Mstep: Class 10 contains 9774 members 
Mstep: Class 11 contains 41010 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101022 members 
Mstep: Class 14 contains 281478 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14525 members 
Mstep: Class 17 contains 4111 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7633 members 
Mstep: Class 20 contains 13208 members 
Mstep: Class 21 contains 4996 members 
Mstep: Class 22 contains 32985 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820448.000000 Penalty: 82213.359375
Iteration 172Q: 25 clusters Score -1.358204e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 2177 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229535 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197319 members 
Mstep: Class 7 contains 4247 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26017 members 
Mstep: Class 10 contains 9777 members 
Mstep: Class 11 contains 41014 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 101006 members 
Mstep: Class 14 contains 281486 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14524 members 
Mstep: Class 17 contains 4112 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7632 members 
Mstep: Class 20 contains 13207 members 
Mstep: Class 21 contains 4997 members 
Mstep: Class 22 contains 32982 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820432.000000 Penalty: 82213.359375
Iteration 173Q: 25 clusters Score -1.358204e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 2177 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229533 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197321 members 
Mstep: Class 7 contains 4247 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26019 members 
Mstep: Class 10 contains 9783 members 
Mstep: Class 11 contains 41017 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100996 members 
Mstep: Class 14 contains 281491 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14525 members 
Mstep: Class 17 contains 4114 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7631 members 
Mstep: Class 20 contains 13202 members 
Mstep: Class 21 contains 5001 members 
Mstep: Class 22 contains 32978 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820336.000000 Penalty: 82213.359375
Iteration 174Q: 25 clusters Score -1.358203e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 2179 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229531 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197321 members 
Mstep: Class 7 contains 4247 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26022 members 
Mstep: Class 10 contains 9785 members 
Mstep: Class 11 contains 41018 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100988 members 
Mstep: Class 14 contains 281491 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14525 members 
Mstep: Class 17 contains 4116 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7631 members 
Mstep: Class 20 contains 13201 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 32976 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820336.000000 Penalty: 82213.359375
Iteration 175Q: 25 clusters Score -1.358203e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229527 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197319 members 
Mstep: Class 7 contains 4248 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26031 members 
Mstep: Class 10 contains 9793 members 
Mstep: Class 11 contains 41019 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100965 members 
Mstep: Class 14 contains 281497 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14527 members 
Mstep: Class 17 contains 4117 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7630 members 
Mstep: Class 20 contains 13201 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 32975 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820384.000000 Penalty: 82213.359375
Iteration 176Q: 25 clusters Score -1.358204e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2183 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229528 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197314 members 
Mstep: Class 7 contains 4249 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26034 members 
Mstep: Class 10 contains 9799 members 
Mstep: Class 11 contains 41019 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100950 members 
Mstep: Class 14 contains 281502 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14528 members 
Mstep: Class 17 contains 4117 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7628 members 
Mstep: Class 20 contains 13202 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 32977 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820320.000000 Penalty: 82213.359375
Iteration 177Q: 25 clusters Score -1.358203e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229530 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197312 members 
Mstep: Class 7 contains 4249 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26035 members 
Mstep: Class 10 contains 9802 members 
Mstep: Class 11 contains 41020 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100941 members 
Mstep: Class 14 contains 281508 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14529 members 
Mstep: Class 17 contains 4117 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7626 members 
Mstep: Class 20 contains 13202 members 
Mstep: Class 21 contains 5002 members 
Mstep: Class 22 contains 32978 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820336.000000 Penalty: 82213.359375
Iteration 178Q: 25 clusters Score -1.358203e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229532 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197313 members 
Mstep: Class 7 contains 4250 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26033 members 
Mstep: Class 10 contains 9803 members 
Mstep: Class 11 contains 41022 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100932 members 
Mstep: Class 14 contains 281513 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14528 members 
Mstep: Class 17 contains 4117 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7626 members 
Mstep: Class 20 contains 13202 members 
Mstep: Class 21 contains 5001 members 
Mstep: Class 22 contains 32977 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820160.000000 Penalty: 82213.359375
Iteration 179Q: 25 clusters Score -1.358202e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2183 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229528 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197311 members 
Mstep: Class 7 contains 4251 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26034 members 
Mstep: Class 10 contains 9805 members 
Mstep: Class 11 contains 41023 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100922 members 
Mstep: Class 14 contains 281522 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14529 members 
Mstep: Class 17 contains 4117 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7626 members 
Mstep: Class 20 contains 13202 members 
Mstep: Class 21 contains 5002 members 
Mstep: Class 22 contains 32976 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820160.000000 Penalty: 82213.359375
Iteration 180F: 25 clusters Score -1.358202e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 2186 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229527 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197307 members 
Mstep: Class 7 contains 4251 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26035 members 
Mstep: Class 10 contains 9810 members 
Mstep: Class 11 contains 41025 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100909 members 
Mstep: Class 14 contains 281525 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14529 members 
Mstep: Class 17 contains 4117 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7626 members 
Mstep: Class 20 contains 13202 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 32976 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820272.000000 Penalty: 82213.359375
Iteration 181Q: 25 clusters Score -1.358203e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 2186 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229529 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197302 members 
Mstep: Class 7 contains 4252 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26036 members 
Mstep: Class 10 contains 9813 members 
Mstep: Class 11 contains 41026 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100897 members 
Mstep: Class 14 contains 281534 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14528 members 
Mstep: Class 17 contains 4117 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7626 members 
Mstep: Class 20 contains 13202 members 
Mstep: Class 21 contains 5004 members 
Mstep: Class 22 contains 32976 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820256.000000 Penalty: 82213.359375
Iteration 182Q: 25 clusters Score -1.358203e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229528 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197304 members 
Mstep: Class 7 contains 4252 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26036 members 
Mstep: Class 10 contains 9815 members 
Mstep: Class 11 contains 41026 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100886 members 
Mstep: Class 14 contains 281543 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14529 members 
Mstep: Class 17 contains 4117 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7626 members 
Mstep: Class 20 contains 13203 members 
Mstep: Class 21 contains 5005 members 
Mstep: Class 22 contains 32973 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820288.000000 Penalty: 82213.359375
Iteration 183Q: 25 clusters Score -1.358203e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229529 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197302 members 
Mstep: Class 7 contains 4254 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 26036 members 
Mstep: Class 10 contains 9823 members 
Mstep: Class 11 contains 41027 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100869 members 
Mstep: Class 14 contains 281550 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14530 members 
Mstep: Class 17 contains 4117 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7626 members 
Mstep: Class 20 contains 13203 members 
Mstep: Class 21 contains 5007 members 
Mstep: Class 22 contains 32969 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820128.000000 Penalty: 82213.359375
Iteration 184Q: 25 clusters Score -1.358201e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2193 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229529 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197304 members 
Mstep: Class 7 contains 4257 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 26036 members 
Mstep: Class 10 contains 9826 members 
Mstep: Class 11 contains 41029 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100861 members 
Mstep: Class 14 contains 281551 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14530 members 
Mstep: Class 17 contains 4117 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7625 members 
Mstep: Class 20 contains 13204 members 
Mstep: Class 21 contains 5008 members 
Mstep: Class 22 contains 32965 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820112.000000 Penalty: 82213.359375
Iteration 185Q: 25 clusters Score -1.358201e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 2193 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229528 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197304 members 
Mstep: Class 7 contains 4259 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26037 members 
Mstep: Class 10 contains 9834 members 
Mstep: Class 11 contains 41029 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100857 members 
Mstep: Class 14 contains 281551 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14530 members 
Mstep: Class 17 contains 4117 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7626 members 
Mstep: Class 20 contains 13203 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32957 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820192.000000 Penalty: 82213.359375
Iteration 186Q: 25 clusters Score -1.358202e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229529 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197300 members 
Mstep: Class 7 contains 4261 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26037 members 
Mstep: Class 10 contains 9843 members 
Mstep: Class 11 contains 41028 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100853 members 
Mstep: Class 14 contains 281556 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14530 members 
Mstep: Class 17 contains 4119 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7626 members 
Mstep: Class 20 contains 13201 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32951 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820240.000000 Penalty: 82213.359375
Iteration 187Q: 25 clusters Score -1.358202e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229532 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197306 members 
Mstep: Class 7 contains 4266 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26037 members 
Mstep: Class 10 contains 9847 members 
Mstep: Class 11 contains 41028 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100847 members 
Mstep: Class 14 contains 281552 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14531 members 
Mstep: Class 17 contains 4119 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7624 members 
Mstep: Class 20 contains 13198 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32946 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820256.000000 Penalty: 82213.359375
Iteration 188Q: 25 clusters Score -1.358203e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229534 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197310 members 
Mstep: Class 7 contains 4271 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26036 members 
Mstep: Class 10 contains 9850 members 
Mstep: Class 11 contains 41027 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100847 members 
Mstep: Class 14 contains 281549 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14532 members 
Mstep: Class 17 contains 4119 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7623 members 
Mstep: Class 20 contains 13191 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32944 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820176.000000 Penalty: 82213.359375
Iteration 189Q: 25 clusters Score -1.358202e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229534 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197313 members 
Mstep: Class 7 contains 4274 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26036 members 
Mstep: Class 10 contains 9851 members 
Mstep: Class 11 contains 41027 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100845 members 
Mstep: Class 14 contains 281547 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14531 members 
Mstep: Class 17 contains 4119 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7623 members 
Mstep: Class 20 contains 13190 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32944 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820224.000000 Penalty: 82213.359375
Iteration 190Q: 25 clusters Score -1.358202e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229535 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197316 members 
Mstep: Class 7 contains 4277 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26036 members 
Mstep: Class 10 contains 9851 members 
Mstep: Class 11 contains 41027 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100844 members 
Mstep: Class 14 contains 281544 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14531 members 
Mstep: Class 17 contains 4119 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7620 members 
Mstep: Class 20 contains 13191 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32945 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820224.000000 Penalty: 82213.359375
Iteration 191Q: 25 clusters Score -1.358202e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229535 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197320 members 
Mstep: Class 7 contains 4284 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26036 members 
Mstep: Class 10 contains 9851 members 
Mstep: Class 11 contains 41027 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100841 members 
Mstep: Class 14 contains 281542 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14531 members 
Mstep: Class 17 contains 4119 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7621 members 
Mstep: Class 20 contains 13189 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32941 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820240.000000 Penalty: 82213.359375
Iteration 192Q: 25 clusters Score -1.358202e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229535 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197322 members 
Mstep: Class 7 contains 4289 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26036 members 
Mstep: Class 10 contains 9852 members 
Mstep: Class 11 contains 41027 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100839 members 
Mstep: Class 14 contains 281541 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14531 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7619 members 
Mstep: Class 20 contains 13192 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32937 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820240.000000 Penalty: 82213.359375
Iteration 193Q: 25 clusters Score -1.358202e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229536 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197323 members 
Mstep: Class 7 contains 4292 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26036 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 41027 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100834 members 
Mstep: Class 14 contains 281545 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14531 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7619 members 
Mstep: Class 20 contains 13191 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32931 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820192.000000 Penalty: 82213.359375
Iteration 194Q: 25 clusters Score -1.358202e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 2193 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229536 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197327 members 
Mstep: Class 7 contains 4295 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26036 members 
Mstep: Class 10 contains 9858 members 
Mstep: Class 11 contains 41027 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100828 members 
Mstep: Class 14 contains 281546 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14531 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7618 members 
Mstep: Class 20 contains 13189 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32925 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820224.000000 Penalty: 82213.359375
Iteration 195Q: 25 clusters Score -1.358202e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229537 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197327 members 
Mstep: Class 7 contains 4297 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26036 members 
Mstep: Class 10 contains 9861 members 
Mstep: Class 11 contains 41027 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100823 members 
Mstep: Class 14 contains 281547 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14532 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7618 members 
Mstep: Class 20 contains 13189 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32924 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820240.000000 Penalty: 82213.359375
Iteration 196Q: 25 clusters Score -1.358202e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229536 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197328 members 
Mstep: Class 7 contains 4298 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26036 members 
Mstep: Class 10 contains 9862 members 
Mstep: Class 11 contains 41028 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100816 members 
Mstep: Class 14 contains 281554 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14532 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7618 members 
Mstep: Class 20 contains 13188 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32922 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820192.000000 Penalty: 82213.359375
Iteration 197Q: 25 clusters Score -1.358202e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2188 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229536 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197330 members 
Mstep: Class 7 contains 4298 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26036 members 
Mstep: Class 10 contains 9863 members 
Mstep: Class 11 contains 41030 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100810 members 
Mstep: Class 14 contains 281557 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14532 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7618 members 
Mstep: Class 20 contains 13190 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32920 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820160.000000 Penalty: 82213.359375
Iteration 198Q: 25 clusters Score -1.358202e+08 nChanged 20
Entering ConstructFrom: 
Score: -135820160.000000 Penalty: 82213.359375
Entering ConstructFrom: 
Trying to split cluster 1 (13046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Entering Unmasked Estep 
Score: -1739628.625000 Penalty: 2350.106934
	Iteration 0F: 2 clusters Score -1739629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1730071.250000 Penalty: 4700.213867
	Iteration 0F: 3 clusters Score -1730071 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1733059.625000 Penalty: 4700.213867
	Iteration 1F: 3 clusters Score -1733060 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1733489.625000 Penalty: 4700.213867
	Iteration 2F: 3 clusters Score -1733490 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1733879.125000 Penalty: 4700.213867
	Iteration 3F: 3 clusters Score -1733879 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1734351.625000 Penalty: 4700.213867
	Iteration 4F: 3 clusters Score -1734352 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1734956.750000 Penalty: 4700.213867
	Iteration 5F: 3 clusters Score -1734957 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1735626.125000 Penalty: 4700.213867
	Iteration 6F: 3 clusters Score -1735626 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1736195.125000 Penalty: 4700.213867
	Iteration 7F: 3 clusters Score -1736195 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1736605.750000 Penalty: 4700.213867
	Iteration 8Q: 3 clusters Score -1736606 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1736879.125000 Penalty: 4700.213867
	Iteration 9Q: 3 clusters Score -1736879 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1737062.500000 Penalty: 4700.213867
	Iteration 10Q: 3 clusters Score -1737062 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1737212.500000 Penalty: 4700.213867
	Iteration 11Q: 3 clusters Score -1737212 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1737347.125000 Penalty: 4700.213867
	Iteration 12Q: 3 clusters Score -1737347 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1737444.750000 Penalty: 4700.213867
	Iteration 13Q: 3 clusters Score -1737445 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1737539.625000 Penalty: 4700.213867
	Iteration 14Q: 3 clusters Score -1737540 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1737600.625000 Penalty: 4700.213867
	Iteration 15Q: 3 clusters Score -1737601 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1737641.375000 Penalty: 4700.213867
	Iteration 16Q: 3 clusters Score -1737641 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1737680.125000 Penalty: 4700.213867
	Iteration 17Q: 3 clusters Score -1737680 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1737717.250000 Penalty: 4700.213867
	Iteration 18Q: 3 clusters Score -1737717 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1737753.750000 Penalty: 4700.213867
	Iteration 19Q: 3 clusters Score -1737754 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1737771.000000 Penalty: 4700.213867
	Iteration 20F: 3 clusters Score -1737771 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1737785.875000 Penalty: 4700.213867
	Iteration 21Q: 3 clusters Score -1737786 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1737795.250000 Penalty: 4700.213867
	Iteration 22Q: 3 clusters Score -1737795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1737804.500000 Penalty: 4700.213867
	Iteration 23Q: 3 clusters Score -1737804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1737814.125000 Penalty: 4700.213867
	Iteration 24Q: 3 clusters Score -1737814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1737822.125000 Penalty: 4700.213867
	Iteration 25Q: 3 clusters Score -1737822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1737821.500000 Penalty: 4700.213867
	Iteration 26Q: 3 clusters Score -1737822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1737825.250000 Penalty: 4700.213867
	Iteration 27Q: 3 clusters Score -1737825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1737828.500000 Penalty: 4700.213867
	Iteration 28Q: 3 clusters Score -1737828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1737830.250000 Penalty: 4700.213867
	Iteration 29Q: 3 clusters Score -1737830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1737834.125000 Penalty: 4700.213867
	Iteration 30Q: 3 clusters Score -1737834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1737838.250000 Penalty: 4700.213867
	Iteration 31Q: 3 clusters Score -1737838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1737842.500000 Penalty: 4700.213867
	Iteration 32Q: 3 clusters Score -1737842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1737838.625000 Penalty: 4700.213867
	Iteration 33Q: 3 clusters Score -1737839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1737839.000000 Penalty: 4700.213867
	Iteration 34Q: 3 clusters Score -1737839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1737842.250000 Penalty: 4700.213867
	Iteration 35Q: 3 clusters Score -1737842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1737841.500000 Penalty: 4700.213867
	Iteration 36Q: 3 clusters Score -1737842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1737839.750000 Penalty: 4700.213867
	Iteration 37Q: 3 clusters Score -1737840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1737840.750000 Penalty: 4700.213867
	Iteration 38Q: 3 clusters Score -1737841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1737840.750000 Penalty: 4700.213867
	Iteration 39F: 3 clusters Score -1737841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Entering Unmasked Estep 
Score: -306969.906250 Penalty: 1907.304199
	Iteration 0F: 2 clusters Score -306969.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -304220.343750 Penalty: 3814.608398
	Iteration 0F: 3 clusters Score -304220.3 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -304693.687500 Penalty: 3814.608398
	Iteration 1F: 3 clusters Score -304693.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -304827.781250 Penalty: 3814.608398
	Iteration 2F: 3 clusters Score -304827.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -304890.718750 Penalty: 3814.608398
	Iteration 3Q: 3 clusters Score -304890.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -304925.562500 Penalty: 3814.608398
	Iteration 4Q: 3 clusters Score -304925.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -304948.312500 Penalty: 3814.608398
	Iteration 5Q: 3 clusters Score -304948.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -304962.843750 Penalty: 3814.608398
	Iteration 6Q: 3 clusters Score -304962.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -304971.843750 Penalty: 3814.608398
	Iteration 7Q: 3 clusters Score -304971.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -304976.812500 Penalty: 3814.608398
	Iteration 8Q: 3 clusters Score -304976.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -304981.625000 Penalty: 3814.608398
	Iteration 9Q: 3 clusters Score -304981.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -304986.281250 Penalty: 3814.608398
	Iteration 10Q: 3 clusters Score -304986.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -304988.250000 Penalty: 3814.608398
	Iteration 11Q: 3 clusters Score -304988.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -304990.312500 Penalty: 3814.608398
	Iteration 12Q: 3 clusters Score -304990.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -304992.031250 Penalty: 3814.608398
	Iteration 13Q: 3 clusters Score -304992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -304993.281250 Penalty: 3814.608398
	Iteration 14Q: 3 clusters Score -304993.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -304994.406250 Penalty: 3814.608398
	Iteration 15Q: 3 clusters Score -304994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -304994.687500 Penalty: 3814.608398
	Iteration 16Q: 3 clusters Score -304994.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -304994.687500 Penalty: 3814.608398
	Iteration 17F: 3 clusters Score -304994.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -55102.945312 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -55102.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53637.042969 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -53637.04 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53820.593750 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -53820.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -53894.457031 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -53894.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -53926.660156 Penalty: 3034.576172
	Iteration 3Q: 3 clusters Score -53926.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53963.671875 Penalty: 3034.576172
	Iteration 4Q: 3 clusters Score -53963.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53984.816406 Penalty: 3034.576172
	Iteration 5Q: 3 clusters Score -53984.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -54004.171875 Penalty: 3034.576172
	Iteration 6Q: 3 clusters Score -54004.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54035.996094 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -54036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -54064.839844 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -54064.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54127.324219 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -54127.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54181.234375 Penalty: 3034.576172
	Iteration 10Q: 3 clusters Score -54181.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -54227.152344 Penalty: 3034.576172
	Iteration 11Q: 3 clusters Score -54227.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -54263.152344 Penalty: 3034.576172
	Iteration 12Q: 3 clusters Score -54263.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -54347.121094 Penalty: 3034.576172
	Iteration 13Q: 3 clusters Score -54347.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -54416.910156 Penalty: 3034.576172
	Iteration 14Q: 3 clusters Score -54416.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -54485.050781 Penalty: 3034.576172
	Iteration 15Q: 3 clusters Score -54485.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -54529.746094 Penalty: 3034.576172
	Iteration 16Q: 3 clusters Score -54529.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -54551.136719 Penalty: 3034.576172
	Iteration 17Q: 3 clusters Score -54551.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -54592.156250 Penalty: 3034.576172
	Iteration 18Q: 3 clusters Score -54592.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -54635.984375 Penalty: 3034.576172
	Iteration 19Q: 3 clusters Score -54635.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -54666.972656 Penalty: 3034.576172
	Iteration 20F: 3 clusters Score -54666.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -54785.820312 Penalty: 3034.576172
	Iteration 21Q: 3 clusters Score -54785.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -54854.753906 Penalty: 3034.576172
	Iteration 22Q: 3 clusters Score -54854.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -54860.878906 Penalty: 3034.576172
	Iteration 23Q: 3 clusters Score -54860.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -54863.960938 Penalty: 3034.576172
	Iteration 24Q: 3 clusters Score -54863.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -54863.960938 Penalty: 3034.576172
	Iteration 25F: 3 clusters Score -54863.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (229538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229538 members 
Entering Unmasked Estep 
Score: -31965648.000000 Penalty: 3061.268311
	Iteration 0F: 2 clusters Score -3.196565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114562 members 
Mstep: Class 2 contains 114976 members 
Entering Unmasked Estep 
Score: -31831742.000000 Penalty: 6122.536621
	Iteration 0F: 3 clusters Score -3.183174e+07 nChanged 110481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115775 members 
Mstep: Class 2 contains 113763 members 
Entering Unmasked Estep 
Score: -31896462.000000 Penalty: 6122.536621
	Iteration 1F: 3 clusters Score -3.189646e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116004 members 
Mstep: Class 2 contains 113534 members 
Entering Unmasked Estep 
Score: -31897498.000000 Penalty: 6122.536621
	Iteration 2Q: 3 clusters Score -3.18975e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116280 members 
Mstep: Class 2 contains 113258 members 
Entering Unmasked Estep 
Score: -31898934.000000 Penalty: 6122.536621
	Iteration 3Q: 3 clusters Score -3.189893e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116681 members 
Mstep: Class 2 contains 112857 members 
Entering Unmasked Estep 
Score: -31900718.000000 Penalty: 6122.536621
	Iteration 4Q: 3 clusters Score -3.190072e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117161 members 
Mstep: Class 2 contains 112377 members 
Entering Unmasked Estep 
Score: -31902964.000000 Penalty: 6122.536621
	Iteration 5Q: 3 clusters Score -3.190296e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117811 members 
Mstep: Class 2 contains 111727 members 
Entering Unmasked Estep 
Score: -31905966.000000 Penalty: 6122.536621
	Iteration 6Q: 3 clusters Score -3.190597e+07 nChanged 10228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118545 members 
Mstep: Class 2 contains 110993 members 
Entering Unmasked Estep 
Score: -31910430.000000 Penalty: 6122.536621
	Iteration 7Q: 3 clusters Score -3.191043e+07 nChanged 11810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119359 members 
Mstep: Class 2 contains 110179 members 
Entering Unmasked Estep 
Score: -31916750.000000 Penalty: 6122.536621
	Iteration 8F: 3 clusters Score -3.191675e+07 nChanged 13561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120460 members 
Mstep: Class 2 contains 109078 members 
Entering Unmasked Estep 
Score: -31925928.000000 Penalty: 6122.536621
	Iteration 9F: 3 clusters Score -3.192593e+07 nChanged 14214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122032 members 
Mstep: Class 2 contains 107506 members 
Entering Unmasked Estep 
Score: -31935900.000000 Penalty: 6122.536621
	Iteration 10F: 3 clusters Score -3.19359e+07 nChanged 13276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123556 members 
Mstep: Class 2 contains 105982 members 
Entering Unmasked Estep 
Score: -31943790.000000 Penalty: 6122.536621
	Iteration 11F: 3 clusters Score -3.194379e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124823 members 
Mstep: Class 2 contains 104715 members 
Entering Unmasked Estep 
Score: -31948256.000000 Penalty: 6122.536621
	Iteration 12Q: 3 clusters Score -3.194826e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126184 members 
Mstep: Class 2 contains 103354 members 
Entering Unmasked Estep 
Score: -31949878.000000 Penalty: 6122.536621
	Iteration 13Q: 3 clusters Score -3.194988e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127679 members 
Mstep: Class 2 contains 101859 members 
Entering Unmasked Estep 
Score: -31950494.000000 Penalty: 6122.536621
	Iteration 14Q: 3 clusters Score -3.195049e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129389 members 
Mstep: Class 2 contains 100149 members 
Entering Unmasked Estep 
Score: -31950942.000000 Penalty: 6122.536621
	Iteration 15Q: 3 clusters Score -3.195094e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131234 members 
Mstep: Class 2 contains 98304 members 
Entering Unmasked Estep 
Score: -31951166.000000 Penalty: 6122.536621
	Iteration 16Q: 3 clusters Score -3.195117e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133205 members 
Mstep: Class 2 contains 96333 members 
Entering Unmasked Estep 
Score: -31951382.000000 Penalty: 6122.536621
	Iteration 17Q: 3 clusters Score -3.195138e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135213 members 
Mstep: Class 2 contains 94325 members 
Entering Unmasked Estep 
Score: -31951452.000000 Penalty: 6122.536621
	Iteration 18Q: 3 clusters Score -3.195145e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137177 members 
Mstep: Class 2 contains 92361 members 
Entering Unmasked Estep 
Score: -31951572.000000 Penalty: 6122.536621
	Iteration 19Q: 3 clusters Score -3.195157e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139124 members 
Mstep: Class 2 contains 90414 members 
Entering Unmasked Estep 
Score: -31951656.000000 Penalty: 6122.536621
	Iteration 20F: 3 clusters Score -3.195166e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140989 members 
Mstep: Class 2 contains 88549 members 
Entering Unmasked Estep 
Score: -31951752.000000 Penalty: 6122.536621
	Iteration 21Q: 3 clusters Score -3.195175e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142775 members 
Mstep: Class 2 contains 86763 members 
Entering Unmasked Estep 
Score: -31951736.000000 Penalty: 6122.536621
	Iteration 22Q: 3 clusters Score -3.195174e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144435 members 
Mstep: Class 2 contains 85103 members 
Entering Unmasked Estep 
Score: -31951854.000000 Penalty: 6122.536621
	Iteration 23Q: 3 clusters Score -3.195185e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146094 members 
Mstep: Class 2 contains 83444 members 
Entering Unmasked Estep 
Score: -31951896.000000 Penalty: 6122.536621
	Iteration 24Q: 3 clusters Score -3.19519e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147738 members 
Mstep: Class 2 contains 81800 members 
Entering Unmasked Estep 
Score: -31951782.000000 Penalty: 6122.536621
	Iteration 25Q: 3 clusters Score -3.195178e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149297 members 
Mstep: Class 2 contains 80241 members 
Entering Unmasked Estep 
Score: -31951582.000000 Penalty: 6122.536621
	Iteration 26Q: 3 clusters Score -3.195158e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150825 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -31951758.000000 Penalty: 6122.536621
	Iteration 27Q: 3 clusters Score -3.195176e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152281 members 
Mstep: Class 2 contains 77257 members 
Entering Unmasked Estep 
Score: -31951768.000000 Penalty: 6122.536621
	Iteration 28Q: 3 clusters Score -3.195177e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153699 members 
Mstep: Class 2 contains 75839 members 
Entering Unmasked Estep 
Score: -31951748.000000 Penalty: 6122.536621
	Iteration 29Q: 3 clusters Score -3.195175e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154976 members 
Mstep: Class 2 contains 74562 members 
Entering Unmasked Estep 
Score: -31951844.000000 Penalty: 6122.536621
	Iteration 30Q: 3 clusters Score -3.195184e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156207 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -31951738.000000 Penalty: 6122.536621
	Iteration 31Q: 3 clusters Score -3.195174e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157314 members 
Mstep: Class 2 contains 72224 members 
Entering Unmasked Estep 
Score: -31951640.000000 Penalty: 6122.536621
	Iteration 32Q: 3 clusters Score -3.195164e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158406 members 
Mstep: Class 2 contains 71132 members 
Entering Unmasked Estep 
Score: -31951688.000000 Penalty: 6122.536621
	Iteration 33Q: 3 clusters Score -3.195169e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159378 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
Score: -31951556.000000 Penalty: 6122.536621
	Iteration 34Q: 3 clusters Score -3.195156e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160248 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -31951444.000000 Penalty: 6122.536621
	Iteration 35Q: 3 clusters Score -3.195144e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161108 members 
Mstep: Class 2 contains 68430 members 
Entering Unmasked Estep 
Score: -31951264.000000 Penalty: 6122.536621
	Iteration 36Q: 3 clusters Score -3.195126e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161873 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -31951168.000000 Penalty: 6122.536621
	Iteration 37Q: 3 clusters Score -3.195117e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162636 members 
Mstep: Class 2 contains 66902 members 
Entering Unmasked Estep 
Score: -31950980.000000 Penalty: 6122.536621
	Iteration 38Q: 3 clusters Score -3.195098e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163353 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -31950854.000000 Penalty: 6122.536621
	Iteration 39Q: 3 clusters Score -3.195085e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163976 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
Score: -31950702.000000 Penalty: 6122.536621
	Iteration 40F: 3 clusters Score -3.19507e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164564 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -31950650.000000 Penalty: 6122.536621
	Iteration 41Q: 3 clusters Score -3.195065e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165113 members 
Mstep: Class 2 contains 64425 members 
Entering Unmasked Estep 
Score: -31950548.000000 Penalty: 6122.536621
	Iteration 42Q: 3 clusters Score -3.195055e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165639 members 
Mstep: Class 2 contains 63899 members 
Entering Unmasked Estep 
Score: -31950502.000000 Penalty: 6122.536621
	Iteration 43Q: 3 clusters Score -3.19505e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166116 members 
Mstep: Class 2 contains 63422 members 
Entering Unmasked Estep 
Score: -31950384.000000 Penalty: 6122.536621
	Iteration 44Q: 3 clusters Score -3.195038e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166536 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -31950314.000000 Penalty: 6122.536621
	Iteration 45Q: 3 clusters Score -3.195031e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166921 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
Score: -31950218.000000 Penalty: 6122.536621
	Iteration 46Q: 3 clusters Score -3.195022e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167291 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -31950154.000000 Penalty: 6122.536621
	Iteration 47Q: 3 clusters Score -3.195015e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167576 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -31950036.000000 Penalty: 6122.536621
	Iteration 48Q: 3 clusters Score -3.195004e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167796 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -31949968.000000 Penalty: 6122.536621
	Iteration 49Q: 3 clusters Score -3.194997e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168001 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -31949856.000000 Penalty: 6122.536621
	Iteration 50Q: 3 clusters Score -3.194986e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168197 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
Score: -31949766.000000 Penalty: 6122.536621
	Iteration 51Q: 3 clusters Score -3.194977e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168370 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -31949742.000000 Penalty: 6122.536621
	Iteration 52Q: 3 clusters Score -3.194974e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168509 members 
Mstep: Class 2 contains 61029 members 
Entering Unmasked Estep 
Score: -31949578.000000 Penalty: 6122.536621
	Iteration 53Q: 3 clusters Score -3.194958e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168617 members 
Mstep: Class 2 contains 60921 members 
Entering Unmasked Estep 
Score: -31949558.000000 Penalty: 6122.536621
	Iteration 54Q: 3 clusters Score -3.194956e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168706 members 
Mstep: Class 2 contains 60832 members 
Entering Unmasked Estep 
Score: -31949554.000000 Penalty: 6122.536621
	Iteration 55Q: 3 clusters Score -3.194955e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168802 members 
Mstep: Class 2 contains 60736 members 
Entering Unmasked Estep 
Score: -31949620.000000 Penalty: 6122.536621
	Iteration 56Q: 3 clusters Score -3.194962e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168873 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -31949562.000000 Penalty: 6122.536621
	Iteration 57Q: 3 clusters Score -3.194956e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168960 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -31949502.000000 Penalty: 6122.536621
	Iteration 58Q: 3 clusters Score -3.19495e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169031 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -31949492.000000 Penalty: 6122.536621
	Iteration 59Q: 3 clusters Score -3.194949e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169073 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -31949500.000000 Penalty: 6122.536621
	Iteration 60F: 3 clusters Score -3.19495e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169113 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -31949448.000000 Penalty: 6122.536621
	Iteration 61Q: 3 clusters Score -3.194945e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169159 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -31949390.000000 Penalty: 6122.536621
	Iteration 62Q: 3 clusters Score -3.194939e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169195 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -31949352.000000 Penalty: 6122.536621
	Iteration 63Q: 3 clusters Score -3.194935e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169231 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -31949336.000000 Penalty: 6122.536621
	Iteration 64Q: 3 clusters Score -3.194934e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169271 members 
Mstep: Class 2 contains 60267 members 
Entering Unmasked Estep 
Score: -31949356.000000 Penalty: 6122.536621
	Iteration 65Q: 3 clusters Score -3.194936e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169340 members 
Mstep: Class 2 contains 60198 members 
Entering Unmasked Estep 
Score: -31949356.000000 Penalty: 6122.536621
	Iteration 66Q: 3 clusters Score -3.194936e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169422 members 
Mstep: Class 2 contains 60116 members 
Entering Unmasked Estep 
Score: -31949332.000000 Penalty: 6122.536621
	Iteration 67Q: 3 clusters Score -3.194933e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169499 members 
Mstep: Class 2 contains 60039 members 
Entering Unmasked Estep 
Score: -31949288.000000 Penalty: 6122.536621
	Iteration 68Q: 3 clusters Score -3.194929e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169600 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -31949344.000000 Penalty: 6122.536621
	Iteration 69Q: 3 clusters Score -3.194934e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169671 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
Score: -31949354.000000 Penalty: 6122.536621
	Iteration 70Q: 3 clusters Score -3.194935e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169722 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -31949330.000000 Penalty: 6122.536621
	Iteration 71Q: 3 clusters Score -3.194933e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169759 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -31949250.000000 Penalty: 6122.536621
	Iteration 72Q: 3 clusters Score -3.194925e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169815 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -31949332.000000 Penalty: 6122.536621
	Iteration 73Q: 3 clusters Score -3.194933e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169862 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -31949368.000000 Penalty: 6122.536621
	Iteration 74Q: 3 clusters Score -3.194937e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169896 members 
Mstep: Class 2 contains 59642 members 
Entering Unmasked Estep 
Score: -31949362.000000 Penalty: 6122.536621
	Iteration 75Q: 3 clusters Score -3.194936e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169917 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -31949362.000000 Penalty: 6122.536621
	Iteration 76Q: 3 clusters Score -3.194936e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169947 members 
Mstep: Class 2 contains 59591 members 
Entering Unmasked Estep 
Score: -31949358.000000 Penalty: 6122.536621
	Iteration 77Q: 3 clusters Score -3.194936e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169993 members 
Mstep: Class 2 contains 59545 members 
Entering Unmasked Estep 
Score: -31949422.000000 Penalty: 6122.536621
	Iteration 78Q: 3 clusters Score -3.194942e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170071 members 
Mstep: Class 2 contains 59467 members 
Entering Unmasked Estep 
Score: -31949376.000000 Penalty: 6122.536621
	Iteration 79Q: 3 clusters Score -3.194938e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170128 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -31949412.000000 Penalty: 6122.536621
	Iteration 80F: 3 clusters Score -3.194941e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170201 members 
Mstep: Class 2 contains 59337 members 
Entering Unmasked Estep 
Score: -31949396.000000 Penalty: 6122.536621
	Iteration 81Q: 3 clusters Score -3.19494e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170275 members 
Mstep: Class 2 contains 59263 members 
Entering Unmasked Estep 
Score: -31949478.000000 Penalty: 6122.536621
	Iteration 82Q: 3 clusters Score -3.194948e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170394 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -31949446.000000 Penalty: 6122.536621
	Iteration 83Q: 3 clusters Score -3.194945e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170515 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -31949476.000000 Penalty: 6122.536621
	Iteration 84Q: 3 clusters Score -3.194948e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170628 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
Score: -31949472.000000 Penalty: 6122.536621
	Iteration 85Q: 3 clusters Score -3.194947e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170743 members 
Mstep: Class 2 contains 58795 members 
Entering Unmasked Estep 
Score: -31949518.000000 Penalty: 6122.536621
	Iteration 86Q: 3 clusters Score -3.194952e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170850 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -31949522.000000 Penalty: 6122.536621
	Iteration 87Q: 3 clusters Score -3.194952e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170963 members 
Mstep: Class 2 contains 58575 members 
Entering Unmasked Estep 
Score: -31949540.000000 Penalty: 6122.536621
	Iteration 88Q: 3 clusters Score -3.194954e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171060 members 
Mstep: Class 2 contains 58478 members 
Entering Unmasked Estep 
Score: -31949558.000000 Penalty: 6122.536621
	Iteration 89Q: 3 clusters Score -3.194956e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171174 members 
Mstep: Class 2 contains 58364 members 
Entering Unmasked Estep 
Score: -31949614.000000 Penalty: 6122.536621
	Iteration 90Q: 3 clusters Score -3.194961e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171302 members 
Mstep: Class 2 contains 58236 members 
Entering Unmasked Estep 
Score: -31949582.000000 Penalty: 6122.536621
	Iteration 91Q: 3 clusters Score -3.194958e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171423 members 
Mstep: Class 2 contains 58115 members 
Entering Unmasked Estep 
Score: -31949548.000000 Penalty: 6122.536621
	Iteration 92Q: 3 clusters Score -3.194955e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171555 members 
Mstep: Class 2 contains 57983 members 
Entering Unmasked Estep 
Score: -31949562.000000 Penalty: 6122.536621
	Iteration 93Q: 3 clusters Score -3.194956e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171716 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -31949588.000000 Penalty: 6122.536621
	Iteration 94Q: 3 clusters Score -3.194959e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171879 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -31949614.000000 Penalty: 6122.536621
	Iteration 95Q: 3 clusters Score -3.194961e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172023 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -31949706.000000 Penalty: 6122.536621
	Iteration 96Q: 3 clusters Score -3.194971e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172182 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -31949768.000000 Penalty: 6122.536621
	Iteration 97Q: 3 clusters Score -3.194977e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172364 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -31949808.000000 Penalty: 6122.536621
	Iteration 98Q: 3 clusters Score -3.194981e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172531 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -31949794.000000 Penalty: 6122.536621
	Iteration 99Q: 3 clusters Score -3.194979e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172721 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -31949840.000000 Penalty: 6122.536621
	Iteration 100F: 3 clusters Score -3.194984e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172913 members 
Mstep: Class 2 contains 56625 members 
Entering Unmasked Estep 
Score: -31949886.000000 Penalty: 6122.536621
	Iteration 101Q: 3 clusters Score -3.194989e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173095 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -31949976.000000 Penalty: 6122.536621
	Iteration 102Q: 3 clusters Score -3.194998e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173279 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -31949982.000000 Penalty: 6122.536621
	Iteration 103Q: 3 clusters Score -3.194998e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173485 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -31949966.000000 Penalty: 6122.536621
	Iteration 104Q: 3 clusters Score -3.194997e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173726 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -31949890.000000 Penalty: 6122.536621
	Iteration 105Q: 3 clusters Score -3.194989e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173981 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -31949908.000000 Penalty: 6122.536621
	Iteration 106Q: 3 clusters Score -3.194991e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174233 members 
Mstep: Class 2 contains 55305 members 
Entering Unmasked Estep 
Score: -31949962.000000 Penalty: 6122.536621
	Iteration 107Q: 3 clusters Score -3.194996e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174493 members 
Mstep: Class 2 contains 55045 members 
Entering Unmasked Estep 
Score: -31950030.000000 Penalty: 6122.536621
	Iteration 108Q: 3 clusters Score -3.195003e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174770 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -31950034.000000 Penalty: 6122.536621
	Iteration 109Q: 3 clusters Score -3.195003e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175050 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -31950068.000000 Penalty: 6122.536621
	Iteration 110Q: 3 clusters Score -3.195007e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175391 members 
Mstep: Class 2 contains 54147 members 
Entering Unmasked Estep 
Score: -31950048.000000 Penalty: 6122.536621
	Iteration 111Q: 3 clusters Score -3.195005e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175722 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -31950102.000000 Penalty: 6122.536621
	Iteration 112Q: 3 clusters Score -3.19501e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176066 members 
Mstep: Class 2 contains 53472 members 
Entering Unmasked Estep 
Score: -31950148.000000 Penalty: 6122.536621
	Iteration 113Q: 3 clusters Score -3.195015e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176430 members 
Mstep: Class 2 contains 53108 members 
Entering Unmasked Estep 
Score: -31950234.000000 Penalty: 6122.536621
	Iteration 114Q: 3 clusters Score -3.195023e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176840 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -31950358.000000 Penalty: 6122.536621
	Iteration 115Q: 3 clusters Score -3.195036e+07 nChanged 561
Entering Unmasked Mstep 
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Mstep: Class 1 contains 177307 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3.195055e+07 nChanged 593
Entering Unmasked Mstep 
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Mstep: Class 1 contains 177780 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3.195051e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178247 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -31950550.000000 Penalty: 6122.536621
	Iteration 118Q: 3 clusters Score -3.195055e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178705 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -31950562.000000 Penalty: 6122.536621
	Iteration 119Q: 3 clusters Score -3.195056e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179208 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -31950734.000000 Penalty: 6122.536621
	Iteration 120F: 3 clusters Score -3.195073e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179712 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -31950978.000000 Penalty: 6122.536621
	Iteration 121Q: 3 clusters Score -3.195098e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180236 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3.195109e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180762 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -31951310.000000 Penalty: 6122.536621
	Iteration 123Q: 3 clusters Score -3.195131e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181327 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -31951502.000000 Penalty: 6122.536621
	Iteration 124Q: 3 clusters Score -3.19515e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181934 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -31951802.000000 Penalty: 6122.536621
	Iteration 125Q: 3 clusters Score -3.19518e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182584 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3.195201e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183244 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -31952222.000000 Penalty: 6122.536621
	Iteration 127Q: 3 clusters Score -3.195222e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183890 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -31952540.000000 Penalty: 6122.536621
	Iteration 128Q: 3 clusters Score -3.195254e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184643 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3.19527e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185429 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3.195298e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186225 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -31953250.000000 Penalty: 6122.536621
	Iteration 131Q: 3 clusters Score -3.195325e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187034 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -31953438.000000 Penalty: 6122.536621
	Iteration 132Q: 3 clusters Score -3.195344e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187878 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -31953686.000000 Penalty: 6122.536621
	Iteration 133Q: 3 clusters Score -3.195369e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188791 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -31953910.000000 Penalty: 6122.536621
	Iteration 134Q: 3 clusters Score -3.195391e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189796 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -31954232.000000 Penalty: 6122.536621
	Iteration 135Q: 3 clusters Score -3.195423e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190834 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -31954720.000000 Penalty: 6122.536621
	Iteration 136Q: 3 clusters Score -3.195472e+07 nChanged 1054
Entering Unmasked Mstep 
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Mstep: Class 1 contains 191870 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -31955164.000000 Penalty: 6122.536621
	Iteration 137Q: 3 clusters Score -3.195516e+07 nChanged 1098
Entering Unmasked Mstep 
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Mstep: Class 1 contains 192952 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3.195543e+07 nChanged 1130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 194072 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -31955788.000000 Penalty: 6122.536621
	Iteration 139Q: 3 clusters Score -3.195579e+07 nChanged 1144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 195210 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -31956218.000000 Penalty: 6122.536621
	Iteration 140F: 3 clusters Score -3.195622e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196325 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -31956538.000000 Penalty: 6122.536621
	Iteration 141Q: 3 clusters Score -3.195654e+07 nChanged 1121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197442 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -31956754.000000 Penalty: 6122.536621
	Iteration 142Q: 3 clusters Score -3.195675e+07 nChanged 1120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 198560 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -31957004.000000 Penalty: 6122.536621
	Iteration 143Q: 3 clusters Score -3.1957e+07 nChanged 1116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199672 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -31957210.000000 Penalty: 6122.536621
	Iteration 144Q: 3 clusters Score -3.195721e+07 nChanged 1068
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200740 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3.195733e+07 nChanged 1045
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201785 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3.195752e+07 nChanged 1032
Entering Unmasked Mstep 
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Mstep: Class 1 contains 202817 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3.195771e+07 nChanged 971
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203788 members 
Mstep: Class 2 contains 25750 members 
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	Iteration 148Q: 3 clusters Score -3.195785e+07 nChanged 922
Entering Unmasked Mstep 
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Mstep: Class 1 contains 204710 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3.195792e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205641 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3.195798e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206469 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3.195808e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207240 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -31958084.000000 Penalty: 6122.536621
	Iteration 152Q: 3 clusters Score -3.195808e+07 nChanged 781
Entering Unmasked Mstep 
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Mstep: Class 1 contains 208021 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -31958064.000000 Penalty: 6122.536621
	Iteration 153Q: 3 clusters Score -3.195806e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208765 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -31958212.000000 Penalty: 6122.536621
	Iteration 154Q: 3 clusters Score -3.195821e+07 nChanged 715
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209478 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -31958244.000000 Penalty: 6122.536621
	Iteration 155Q: 3 clusters Score -3.195824e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210180 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -31958214.000000 Penalty: 6122.536621
	Iteration 156Q: 3 clusters Score -3.195821e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210856 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -31958194.000000 Penalty: 6122.536621
	Iteration 157Q: 3 clusters Score -3.195819e+07 nChanged 647
Entering Unmasked Mstep 
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Mstep: Class 1 contains 211503 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -31958188.000000 Penalty: 6122.536621
	Iteration 158Q: 3 clusters Score -3.195819e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212099 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -31958106.000000 Penalty: 6122.536621
	Iteration 159Q: 3 clusters Score -3.195811e+07 nChanged 579
Entering Unmasked Mstep 
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Mstep: Class 1 contains 212678 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -31958156.000000 Penalty: 6122.536621
	Iteration 160F: 3 clusters Score -3.195816e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213200 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -31958102.000000 Penalty: 6122.536621
	Iteration 161Q: 3 clusters Score -3.19581e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213721 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -31958310.000000 Penalty: 6122.536621
	Iteration 162Q: 3 clusters Score -3.195831e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214217 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -31958562.000000 Penalty: 6122.536621
	Iteration 163Q: 3 clusters Score -3.195856e+07 nChanged 463
Entering Unmasked Mstep 
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Mstep: Class 1 contains 214680 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -31958804.000000 Penalty: 6122.536621
	Iteration 164Q: 3 clusters Score -3.19588e+07 nChanged 436
Entering Unmasked Mstep 
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Mstep: Class 1 contains 215116 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3.195901e+07 nChanged 402
Entering Unmasked Mstep 
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Mstep: Class 1 contains 215518 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -31959150.000000 Penalty: 6122.536621
	Iteration 166Q: 3 clusters Score -3.195915e+07 nChanged 372
Entering Unmasked Mstep 
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Mstep: Class 1 contains 215888 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -31959310.000000 Penalty: 6122.536621
	Iteration 167Q: 3 clusters Score -3.195931e+07 nChanged 389
Entering Unmasked Mstep 
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Mstep: Class 1 contains 216277 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -31959464.000000 Penalty: 6122.536621
	Iteration 168Q: 3 clusters Score -3.195946e+07 nChanged 380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 216657 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -31959606.000000 Penalty: 6122.536621
	Iteration 169Q: 3 clusters Score -3.195961e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217003 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -31959906.000000 Penalty: 6122.536621
	Iteration 170Q: 3 clusters Score -3.195991e+07 nChanged 331
Entering Unmasked Mstep 
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Mstep: Class 1 contains 217334 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -31960006.000000 Penalty: 6122.536621
	Iteration 171Q: 3 clusters Score -3.196001e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217658 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -31960118.000000 Penalty: 6122.536621
	Iteration 172Q: 3 clusters Score -3.196012e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217977 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -31960374.000000 Penalty: 6122.536621
	Iteration 173Q: 3 clusters Score -3.196037e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218266 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -31960536.000000 Penalty: 6122.536621
	Iteration 174Q: 3 clusters Score -3.196054e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218519 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -31960500.000000 Penalty: 6122.536621
	Iteration 175Q: 3 clusters Score -3.19605e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218746 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -31960562.000000 Penalty: 6122.536621
	Iteration 176Q: 3 clusters Score -3.196056e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218987 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -31960632.000000 Penalty: 6122.536621
	Iteration 177Q: 3 clusters Score -3.196063e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219233 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -31960748.000000 Penalty: 6122.536621
	Iteration 178Q: 3 clusters Score -3.196075e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219472 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -31960800.000000 Penalty: 6122.536621
	Iteration 179Q: 3 clusters Score -3.19608e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219675 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -31960766.000000 Penalty: 6122.536621
	Iteration 180F: 3 clusters Score -3.196077e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219868 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -31960788.000000 Penalty: 6122.536621
	Iteration 181Q: 3 clusters Score -3.196079e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220048 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3.196085e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220194 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -31960844.000000 Penalty: 6122.536621
	Iteration 183Q: 3 clusters Score -3.196084e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220316 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -31960900.000000 Penalty: 6122.536621
	Iteration 184Q: 3 clusters Score -3.19609e+07 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 220420 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -31960898.000000 Penalty: 6122.536621
	Iteration 185Q: 3 clusters Score -3.19609e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220515 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -31960954.000000 Penalty: 6122.536621
	Iteration 186Q: 3 clusters Score -3.196095e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220609 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -31961022.000000 Penalty: 6122.536621
	Iteration 187Q: 3 clusters Score -3.196102e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220698 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -31961058.000000 Penalty: 6122.536621
	Iteration 188Q: 3 clusters Score -3.196106e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220778 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -31961080.000000 Penalty: 6122.536621
	Iteration 189Q: 3 clusters Score -3.196108e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220866 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -31961068.000000 Penalty: 6122.536621
	Iteration 190Q: 3 clusters Score -3.196107e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220946 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -31961094.000000 Penalty: 6122.536621
	Iteration 191Q: 3 clusters Score -3.196109e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221014 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -31961116.000000 Penalty: 6122.536621
	Iteration 192Q: 3 clusters Score -3.196112e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221090 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -31961124.000000 Penalty: 6122.536621
	Iteration 193Q: 3 clusters Score -3.196112e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221158 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -31961158.000000 Penalty: 6122.536621
	Iteration 194Q: 3 clusters Score -3.196116e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221224 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -31961142.000000 Penalty: 6122.536621
	Iteration 195Q: 3 clusters Score -3.196114e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221277 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -31961204.000000 Penalty: 6122.536621
	Iteration 196Q: 3 clusters Score -3.19612e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221342 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -31961158.000000 Penalty: 6122.536621
	Iteration 197Q: 3 clusters Score -3.196116e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221407 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -31961184.000000 Penalty: 6122.536621
	Iteration 198Q: 3 clusters Score -3.196118e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221479 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -31961208.000000 Penalty: 6122.536621
	Iteration 199Q: 3 clusters Score -3.196121e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221534 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -31961248.000000 Penalty: 6122.536621
	Iteration 200F: 3 clusters Score -3.196125e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221589 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -31961266.000000 Penalty: 6122.536621
	Iteration 201Q: 3 clusters Score -3.196127e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221629 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -31961274.000000 Penalty: 6122.536621
	Iteration 202Q: 3 clusters Score -3.196127e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221656 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -31961308.000000 Penalty: 6122.536621
	Iteration 203Q: 3 clusters Score -3.196131e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221678 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -31961312.000000 Penalty: 6122.536621
	Iteration 204Q: 3 clusters Score -3.196131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221695 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -31961294.000000 Penalty: 6122.536621
	Iteration 205Q: 3 clusters Score -3.196129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221710 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -31961302.000000 Penalty: 6122.536621
	Iteration 206Q: 3 clusters Score -3.19613e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221729 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -31961290.000000 Penalty: 6122.536621
	Iteration 207Q: 3 clusters Score -3.196129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221739 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -31961282.000000 Penalty: 6122.536621
	Iteration 208Q: 3 clusters Score -3.196128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221751 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -31961268.000000 Penalty: 6122.536621
	Iteration 209Q: 3 clusters Score -3.196127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221760 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -31961250.000000 Penalty: 6122.536621
	Iteration 210Q: 3 clusters Score -3.196125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221770 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -31961274.000000 Penalty: 6122.536621
	Iteration 211Q: 3 clusters Score -3.196127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221775 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -31961272.000000 Penalty: 6122.536621
	Iteration 212Q: 3 clusters Score -3.196127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221782 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -31961284.000000 Penalty: 6122.536621
	Iteration 213Q: 3 clusters Score -3.196128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221788 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -31961284.000000 Penalty: 6122.536621
	Iteration 214Q: 3 clusters Score -3.196128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221790 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -31961274.000000 Penalty: 6122.536621
	Iteration 215Q: 3 clusters Score -3.196127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221793 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -31961274.000000 Penalty: 6122.536621
	Iteration 216Q: 3 clusters Score -3.196127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221796 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -31961284.000000 Penalty: 6122.536621
	Iteration 217Q: 3 clusters Score -3.196128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221799 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -31961282.000000 Penalty: 6122.536621
	Iteration 218Q: 3 clusters Score -3.196128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221801 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -31961284.000000 Penalty: 6122.536621
	Iteration 219Q: 3 clusters Score -3.196128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221803 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -31961292.000000 Penalty: 6122.536621
	Iteration 220F: 3 clusters Score -3.196129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221806 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -31961270.000000 Penalty: 6122.536621
	Iteration 221Q: 3 clusters Score -3.196127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221810 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -31961294.000000 Penalty: 6122.536621
	Iteration 222Q: 3 clusters Score -3.196129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221812 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -31961302.000000 Penalty: 6122.536621
	Iteration 223Q: 3 clusters Score -3.19613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221814 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -31961278.000000 Penalty: 6122.536621
	Iteration 224Q: 3 clusters Score -3.196128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221817 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -31961294.000000 Penalty: 6122.536621
	Iteration 225Q: 3 clusters Score -3.196129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221818 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -31961296.000000 Penalty: 6122.536621
	Iteration 226Q: 3 clusters Score -3.19613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221819 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -31961282.000000 Penalty: 6122.536621
	Iteration 227Q: 3 clusters Score -3.196128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221820 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -31961288.000000 Penalty: 6122.536621
	Iteration 228Q: 3 clusters Score -3.196129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221822 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -31961294.000000 Penalty: 6122.536621
	Iteration 229Q: 3 clusters Score -3.196129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221823 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -31961290.000000 Penalty: 6122.536621
	Iteration 230Q: 3 clusters Score -3.196129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221827 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -31961294.000000 Penalty: 6122.536621
	Iteration 231Q: 3 clusters Score -3.196129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221833 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -31961276.000000 Penalty: 6122.536621
	Iteration 232Q: 3 clusters Score -3.196128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221838 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -31961310.000000 Penalty: 6122.536621
	Iteration 233Q: 3 clusters Score -3.196131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221841 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -31961312.000000 Penalty: 6122.536621
	Iteration 234Q: 3 clusters Score -3.196131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221844 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -31961314.000000 Penalty: 6122.536621
	Iteration 235Q: 3 clusters Score -3.196131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221847 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -31961320.000000 Penalty: 6122.536621
	Iteration 236Q: 3 clusters Score -3.196132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221851 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -31961314.000000 Penalty: 6122.536621
	Iteration 237Q: 3 clusters Score -3.196131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221853 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -31961332.000000 Penalty: 6122.536621
	Iteration 238Q: 3 clusters Score -3.196133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221854 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -31961332.000000 Penalty: 6122.536621
	Iteration 239Q: 3 clusters Score -3.196133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221856 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -31961344.000000 Penalty: 6122.536621
	Iteration 240F: 3 clusters Score -3.196134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221857 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -31961336.000000 Penalty: 6122.536621
	Iteration 241Q: 3 clusters Score -3.196134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221858 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -31961328.000000 Penalty: 6122.536621
	Iteration 242Q: 3 clusters Score -3.196133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221859 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -31961322.000000 Penalty: 6122.536621
	Iteration 243Q: 3 clusters Score -3.196132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221861 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -31961334.000000 Penalty: 6122.536621
	Iteration 244Q: 3 clusters Score -3.196133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221864 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -31961330.000000 Penalty: 6122.536621
	Iteration 245Q: 3 clusters Score -3.196133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221866 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -31961324.000000 Penalty: 6122.536621
	Iteration 246Q: 3 clusters Score -3.196132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221869 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -31961324.000000 Penalty: 6122.536621
	Iteration 247Q: 3 clusters Score -3.196132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221873 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -31961322.000000 Penalty: 6122.536621
	Iteration 248Q: 3 clusters Score -3.196132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221876 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -31961324.000000 Penalty: 6122.536621
	Iteration 249Q: 3 clusters Score -3.196132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221879 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -31961330.000000 Penalty: 6122.536621
	Iteration 250Q: 3 clusters Score -3.196133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221880 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -31961334.000000 Penalty: 6122.536621
	Iteration 251Q: 3 clusters Score -3.196133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221880 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -31961334.000000 Penalty: 6122.536621
	Iteration 252F: 3 clusters Score -3.196133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Entering Unmasked Estep 
Score: -446397.093750 Penalty: 2016.765503
	Iteration 0F: 2 clusters Score -446397.1 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 1729 members 
Entering Unmasked Estep 
Score: -442863.406250 Penalty: 4033.531006
	Iteration 0F: 3 clusters Score -442863.4 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -443569.281250 Penalty: 4033.531006
	Iteration 1F: 3 clusters Score -443569.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -443758.875000 Penalty: 4033.531006
	Iteration 2F: 3 clusters Score -443758.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -443874.500000 Penalty: 4033.531006
	Iteration 3F: 3 clusters Score -443874.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -443978.843750 Penalty: 4033.531006
	Iteration 4Q: 3 clusters Score -443978.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -444096.500000 Penalty: 4033.531006
	Iteration 5Q: 3 clusters Score -444096.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -444236.500000 Penalty: 4033.531006
	Iteration 6Q: 3 clusters Score -444236.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -444361.875000 Penalty: 4033.531006
	Iteration 7Q: 3 clusters Score -444361.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -444475.750000 Penalty: 4033.531006
	Iteration 8Q: 3 clusters Score -444475.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -444565.250000 Penalty: 4033.531006
	Iteration 9Q: 3 clusters Score -444565.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -444642.937500 Penalty: 4033.531006
	Iteration 10Q: 3 clusters Score -444642.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -444713.406250 Penalty: 4033.531006
	Iteration 11Q: 3 clusters Score -444713.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -444776.093750 Penalty: 4033.531006
	Iteration 12Q: 3 clusters Score -444776.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -444814.656250 Penalty: 4033.531006
	Iteration 13Q: 3 clusters Score -444814.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -444852.875000 Penalty: 4033.531006
	Iteration 14Q: 3 clusters Score -444852.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -444891.750000 Penalty: 4033.531006
	Iteration 15Q: 3 clusters Score -444891.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -444924.437500 Penalty: 4033.531006
	Iteration 16Q: 3 clusters Score -444924.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -444947.843750 Penalty: 4033.531006
	Iteration 17Q: 3 clusters Score -444947.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -444971.218750 Penalty: 4033.531006
	Iteration 18Q: 3 clusters Score -444971.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -444992.531250 Penalty: 4033.531006
	Iteration 19Q: 3 clusters Score -444992.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -445004.875000 Penalty: 4033.531006
	Iteration 20F: 3 clusters Score -445004.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -445013.781250 Penalty: 4033.531006
	Iteration 21Q: 3 clusters Score -445013.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -445017.000000 Penalty: 4033.531006
	Iteration 22Q: 3 clusters Score -445017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -445020.968750 Penalty: 4033.531006
	Iteration 23Q: 3 clusters Score -445021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -445025.531250 Penalty: 4033.531006
	Iteration 24Q: 3 clusters Score -445025.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -445028.062500 Penalty: 4033.531006
	Iteration 25Q: 3 clusters Score -445028.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -445034.281250 Penalty: 4033.531006
	Iteration 26Q: 3 clusters Score -445034.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -445039.656250 Penalty: 4033.531006
	Iteration 27Q: 3 clusters Score -445039.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -445044.625000 Penalty: 4033.531006
	Iteration 28Q: 3 clusters Score -445044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -445049.500000 Penalty: 4033.531006
	Iteration 29Q: 3 clusters Score -445049.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -445052.906250 Penalty: 4033.531006
	Iteration 30Q: 3 clusters Score -445052.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -445058.625000 Penalty: 4033.531006
	Iteration 31Q: 3 clusters Score -445058.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -445060.625000 Penalty: 4033.531006
	Iteration 32Q: 3 clusters Score -445060.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -445061.718750 Penalty: 4033.531006
	Iteration 33Q: 3 clusters Score -445061.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -445063.687500 Penalty: 4033.531006
	Iteration 34Q: 3 clusters Score -445063.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -445066.406250 Penalty: 4033.531006
	Iteration 35Q: 3 clusters Score -445066.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -445070.250000 Penalty: 4033.531006
	Iteration 36Q: 3 clusters Score -445070.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -445075.562500 Penalty: 4033.531006
	Iteration 37Q: 3 clusters Score -445075.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -445078.843750 Penalty: 4033.531006
	Iteration 38Q: 3 clusters Score -445078.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -445081.281250 Penalty: 4033.531006
	Iteration 39Q: 3 clusters Score -445081.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -445083.937500 Penalty: 4033.531006
	Iteration 40F: 3 clusters Score -445083.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -445088.718750 Penalty: 4033.531006
	Iteration 41Q: 3 clusters Score -445088.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -445089.781250 Penalty: 4033.531006
	Iteration 42Q: 3 clusters Score -445089.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -445090.906250 Penalty: 4033.531006
	Iteration 43Q: 3 clusters Score -445090.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -445091.406250 Penalty: 4033.531006
	Iteration 44Q: 3 clusters Score -445091.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -445091.406250 Penalty: 4033.531006
	Iteration 45F: 3 clusters Score -445091.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (197332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197332 members 
Entering Unmasked Estep 
Score: -27584464.000000 Penalty: 3023.775391
	Iteration 0F: 2 clusters Score -2.758446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98734 members 
Mstep: Class 2 contains 98598 members 
Entering Unmasked Estep 
Score: -27463256.000000 Penalty: 6047.550781
	Iteration 0F: 3 clusters Score -2.746326e+07 nChanged 94689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98549 members 
Mstep: Class 2 contains 98783 members 
Entering Unmasked Estep 
Score: -27517732.000000 Penalty: 6047.550781
	Iteration 1F: 3 clusters Score -2.751773e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98224 members 
Mstep: Class 2 contains 99108 members 
Entering Unmasked Estep 
Score: -27518490.000000 Penalty: 6047.550781
	Iteration 2Q: 3 clusters Score -2.751849e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97726 members 
Mstep: Class 2 contains 99606 members 
Entering Unmasked Estep 
Score: -27519094.000000 Penalty: 6047.550781
	Iteration 3Q: 3 clusters Score -2.751909e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96899 members 
Mstep: Class 2 contains 100433 members 
Entering Unmasked Estep 
Score: -27519958.000000 Penalty: 6047.550781
	Iteration 4Q: 3 clusters Score -2.751996e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95672 members 
Mstep: Class 2 contains 101660 members 
Entering Unmasked Estep 
Score: -27520932.000000 Penalty: 6047.550781
	Iteration 5Q: 3 clusters Score -2.752093e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93680 members 
Mstep: Class 2 contains 103652 members 
Entering Unmasked Estep 
Score: -27522222.000000 Penalty: 6047.550781
	Iteration 6Q: 3 clusters Score -2.752222e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90703 members 
Mstep: Class 2 contains 106629 members 
Entering Unmasked Estep 
Score: -27523868.000000 Penalty: 6047.550781
	Iteration 7Q: 3 clusters Score -2.752387e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 110862 members 
Entering Unmasked Estep 
Score: -27526112.000000 Penalty: 6047.550781
	Iteration 8Q: 3 clusters Score -2.752611e+07 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 116669 members 
Entering Unmasked Estep 
Score: -27529554.000000 Penalty: 6047.550781
	Iteration 9Q: 3 clusters Score -2.752955e+07 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73147 members 
Mstep: Class 2 contains 124185 members 
Entering Unmasked Estep 
Score: -27533644.000000 Penalty: 6047.550781
	Iteration 10F: 3 clusters Score -2.753364e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 133676 members 
Entering Unmasked Estep 
Score: -27539008.000000 Penalty: 6047.550781
	Iteration 11F: 3 clusters Score -2.753901e+07 nChanged 12196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 144836 members 
Entering Unmasked Estep 
Score: -27545146.000000 Penalty: 6047.550781
	Iteration 12F: 3 clusters Score -2.754515e+07 nChanged 12702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 157146 members 
Entering Unmasked Estep 
Score: -27551976.000000 Penalty: 6047.550781
	Iteration 13F: 3 clusters Score -2.755198e+07 nChanged 12496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 169574 members 
Entering Unmasked Estep 
Score: -27559862.000000 Penalty: 6047.550781
	Iteration 14F: 3 clusters Score -2.755986e+07 nChanged 11108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 180676 members 
Entering Unmasked Estep 
Score: -27568084.000000 Penalty: 6047.550781
	Iteration 15F: 3 clusters Score -2.756808e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 188802 members 
Entering Unmasked Estep 
Score: -27574694.000000 Penalty: 6047.550781
	Iteration 16Q: 3 clusters Score -2.757469e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 193475 members 
Entering Unmasked Estep 
Score: -27578788.000000 Penalty: 6047.550781
	Iteration 17Q: 3 clusters Score -2.757879e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 195608 members 
Entering Unmasked Estep 
Score: -27580730.000000 Penalty: 6047.550781
	Iteration 18Q: 3 clusters Score -2.758073e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 196404 members 
Entering Unmasked Estep 
Score: -27581436.000000 Penalty: 6047.550781
	Iteration 19Q: 3 clusters Score -2.758144e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 196696 members 
Entering Unmasked Estep 
Score: -27581568.000000 Penalty: 6047.550781
	Iteration 20F: 3 clusters Score -2.758157e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 196816 members 
Entering Unmasked Estep 
Score: -27581698.000000 Penalty: 6047.550781
	Iteration 21Q: 3 clusters Score -2.75817e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 196882 members 
Entering Unmasked Estep 
Score: -27581740.000000 Penalty: 6047.550781
	Iteration 22Q: 3 clusters Score -2.758174e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 196901 members 
Entering Unmasked Estep 
Score: -27581758.000000 Penalty: 6047.550781
	Iteration 23Q: 3 clusters Score -2.758176e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 196919 members 
Entering Unmasked Estep 
Score: -27581798.000000 Penalty: 6047.550781
	Iteration 24Q: 3 clusters Score -2.75818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 196926 members 
Entering Unmasked Estep 
Score: -27581828.000000 Penalty: 6047.550781
	Iteration 25Q: 3 clusters Score -2.758183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 196931 members 
Entering Unmasked Estep 
Score: -27581832.000000 Penalty: 6047.550781
	Iteration 26Q: 3 clusters Score -2.758183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 196932 members 
Entering Unmasked Estep 
Score: -27581820.000000 Penalty: 6047.550781
	Iteration 27Q: 3 clusters Score -2.758182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 196932 members 
Entering Unmasked Estep 
Score: -27581820.000000 Penalty: 6047.550781
	Iteration 28Q: 3 clusters Score -2.758182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 196931 members 
Entering Unmasked Estep 
Score: -27581818.000000 Penalty: 6047.550781
	Iteration 29Q: 3 clusters Score -2.758182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 196933 members 
Entering Unmasked Estep 
Score: -27581848.000000 Penalty: 6047.550781
	Iteration 30Q: 3 clusters Score -2.758185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 196940 members 
Entering Unmasked Estep 
Score: -27581836.000000 Penalty: 6047.550781
	Iteration 31Q: 3 clusters Score -2.758184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 196946 members 
Entering Unmasked Estep 
Score: -27581848.000000 Penalty: 6047.550781
	Iteration 32Q: 3 clusters Score -2.758185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 196947 members 
Entering Unmasked Estep 
Score: -27581856.000000 Penalty: 6047.550781
	Iteration 33Q: 3 clusters Score -2.758186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 196954 members 
Entering Unmasked Estep 
Score: -27581852.000000 Penalty: 6047.550781
	Iteration 34Q: 3 clusters Score -2.758185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 196954 members 
Entering Unmasked Estep 
Score: -27581850.000000 Penalty: 6047.550781
	Iteration 35Q: 3 clusters Score -2.758185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 196954 members 
Entering Unmasked Estep 
Score: -27581840.000000 Penalty: 6047.550781
	Iteration 36Q: 3 clusters Score -2.758184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 196955 members 
Entering Unmasked Estep 
Score: -27581854.000000 Penalty: 6047.550781
	Iteration 37Q: 3 clusters Score -2.758185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 196958 members 
Entering Unmasked Estep 
Score: -27581862.000000 Penalty: 6047.550781
	Iteration 38Q: 3 clusters Score -2.758186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 196957 members 
Entering Unmasked Estep 
Score: -27581868.000000 Penalty: 6047.550781
	Iteration 39Q: 3 clusters Score -2.758187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 196959 members 
Entering Unmasked Estep 
Score: -27581868.000000 Penalty: 6047.550781
	Iteration 40F: 3 clusters Score -2.758187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 196961 members 
Entering Unmasked Estep 
Score: -27581870.000000 Penalty: 6047.550781
	Iteration 41Q: 3 clusters Score -2.758187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 196963 members 
Entering Unmasked Estep 
Score: -27581884.000000 Penalty: 6047.550781
	Iteration 42Q: 3 clusters Score -2.758188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 196962 members 
Entering Unmasked Estep 
Score: -27581880.000000 Penalty: 6047.550781
	Iteration 43Q: 3 clusters Score -2.758188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 196962 members 
Entering Unmasked Estep 
Score: -27581880.000000 Penalty: 6047.550781
	Iteration 44F: 3 clusters Score -2.758188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Entering Unmasked Estep 
Score: -560396.500000 Penalty: 2074.744385
	Iteration 0F: 2 clusters Score -560396.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -556296.562500 Penalty: 4149.488770
	Iteration 0F: 3 clusters Score -556296.6 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -557225.750000 Penalty: 4149.488770
	Iteration 1F: 3 clusters Score -557225.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -557410.000000 Penalty: 4149.488770
	Iteration 2F: 3 clusters Score -557410 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -557525.625000 Penalty: 4149.488770
	Iteration 3Q: 3 clusters Score -557525.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -557598.062500 Penalty: 4149.488770
	Iteration 4Q: 3 clusters Score -557598.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -557647.812500 Penalty: 4149.488770
	Iteration 5Q: 3 clusters Score -557647.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -557686.937500 Penalty: 4149.488770
	Iteration 6Q: 3 clusters Score -557686.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -557721.500000 Penalty: 4149.488770
	Iteration 7Q: 3 clusters Score -557721.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -557753.312500 Penalty: 4149.488770
	Iteration 8Q: 3 clusters Score -557753.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -557775.125000 Penalty: 4149.488770
	Iteration 9Q: 3 clusters Score -557775.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -557790.937500 Penalty: 4149.488770
	Iteration 10Q: 3 clusters Score -557790.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -557806.187500 Penalty: 4149.488770
	Iteration 11Q: 3 clusters Score -557806.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -557817.312500 Penalty: 4149.488770
	Iteration 12Q: 3 clusters Score -557817.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -557830.250000 Penalty: 4149.488770
	Iteration 13Q: 3 clusters Score -557830.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -557840.937500 Penalty: 4149.488770
	Iteration 14Q: 3 clusters Score -557840.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -557848.250000 Penalty: 4149.488770
	Iteration 15Q: 3 clusters Score -557848.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -557852.687500 Penalty: 4149.488770
	Iteration 16Q: 3 clusters Score -557852.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -557860.062500 Penalty: 4149.488770
	Iteration 17Q: 3 clusters Score -557860.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -557865.437500 Penalty: 4149.488770
	Iteration 18Q: 3 clusters Score -557865.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -557874.500000 Penalty: 4149.488770
	Iteration 19Q: 3 clusters Score -557874.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -557885.062500 Penalty: 4149.488770
	Iteration 20F: 3 clusters Score -557885.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -557895.437500 Penalty: 4149.488770
	Iteration 21Q: 3 clusters Score -557895.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -557904.062500 Penalty: 4149.488770
	Iteration 22Q: 3 clusters Score -557904.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -557914.562500 Penalty: 4149.488770
	Iteration 23Q: 3 clusters Score -557914.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -557925.562500 Penalty: 4149.488770
	Iteration 24Q: 3 clusters Score -557925.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -557939.937500 Penalty: 4149.488770
	Iteration 25Q: 3 clusters Score -557939.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -557963.312500 Penalty: 4149.488770
	Iteration 26Q: 3 clusters Score -557963.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -557986.312500 Penalty: 4149.488770
	Iteration 27Q: 3 clusters Score -557986.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -558008.562500 Penalty: 4149.488770
	Iteration 28Q: 3 clusters Score -558008.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -558033.187500 Penalty: 4149.488770
	Iteration 29Q: 3 clusters Score -558033.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -558053.562500 Penalty: 4149.488770
	Iteration 30Q: 3 clusters Score -558053.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -558068.250000 Penalty: 4149.488770
	Iteration 31Q: 3 clusters Score -558068.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -558081.250000 Penalty: 4149.488770
	Iteration 32Q: 3 clusters Score -558081.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -558097.625000 Penalty: 4149.488770
	Iteration 33Q: 3 clusters Score -558097.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -558114.375000 Penalty: 4149.488770
	Iteration 34Q: 3 clusters Score -558114.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -558127.812500 Penalty: 4149.488770
	Iteration 35Q: 3 clusters Score -558127.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -558138.812500 Penalty: 4149.488770
	Iteration 36Q: 3 clusters Score -558138.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -558149.562500 Penalty: 4149.488770
	Iteration 37Q: 3 clusters Score -558149.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -558162.312500 Penalty: 4149.488770
	Iteration 38Q: 3 clusters Score -558162.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -558175.812500 Penalty: 4149.488770
	Iteration 39Q: 3 clusters Score -558175.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -558194.000000 Penalty: 4149.488770
	Iteration 40F: 3 clusters Score -558194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -558209.250000 Penalty: 4149.488770
	Iteration 41Q: 3 clusters Score -558209.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -558222.187500 Penalty: 4149.488770
	Iteration 42Q: 3 clusters Score -558222.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -558238.937500 Penalty: 4149.488770
	Iteration 43Q: 3 clusters Score -558238.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -558253.937500 Penalty: 4149.488770
	Iteration 44Q: 3 clusters Score -558253.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -558265.375000 Penalty: 4149.488770
	Iteration 45Q: 3 clusters Score -558265.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -558278.375000 Penalty: 4149.488770
	Iteration 46Q: 3 clusters Score -558278.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -558290.812500 Penalty: 4149.488770
	Iteration 47Q: 3 clusters Score -558290.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -558301.687500 Penalty: 4149.488770
	Iteration 48Q: 3 clusters Score -558301.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -558312.250000 Penalty: 4149.488770
	Iteration 49Q: 3 clusters Score -558312.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -558321.125000 Penalty: 4149.488770
	Iteration 50Q: 3 clusters Score -558321.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -558336.437500 Penalty: 4149.488770
	Iteration 51Q: 3 clusters Score -558336.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -558347.437500 Penalty: 4149.488770
	Iteration 52Q: 3 clusters Score -558347.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -558359.437500 Penalty: 4149.488770
	Iteration 53Q: 3 clusters Score -558359.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -558367.937500 Penalty: 4149.488770
	Iteration 54Q: 3 clusters Score -558367.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -558379.437500 Penalty: 4149.488770
	Iteration 55Q: 3 clusters Score -558379.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -558387.562500 Penalty: 4149.488770
	Iteration 56Q: 3 clusters Score -558387.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -558393.250000 Penalty: 4149.488770
	Iteration 57Q: 3 clusters Score -558393.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -558401.125000 Penalty: 4149.488770
	Iteration 58Q: 3 clusters Score -558401.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -558407.875000 Penalty: 4149.488770
	Iteration 59Q: 3 clusters Score -558407.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -558415.937500 Penalty: 4149.488770
	Iteration 60F: 3 clusters Score -558415.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -558426.812500 Penalty: 4149.488770
	Iteration 61Q: 3 clusters Score -558426.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -558441.562500 Penalty: 4149.488770
	Iteration 62Q: 3 clusters Score -558441.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -558458.250000 Penalty: 4149.488770
	Iteration 63Q: 3 clusters Score -558458.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -558468.312500 Penalty: 4149.488770
	Iteration 64Q: 3 clusters Score -558468.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -558480.000000 Penalty: 4149.488770
	Iteration 65Q: 3 clusters Score -558480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -558497.375000 Penalty: 4149.488770
	Iteration 66Q: 3 clusters Score -558497.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -558510.937500 Penalty: 4149.488770
	Iteration 67Q: 3 clusters Score -558510.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -558521.562500 Penalty: 4149.488770
	Iteration 68Q: 3 clusters Score -558521.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -558530.062500 Penalty: 4149.488770
	Iteration 69Q: 3 clusters Score -558530.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -558539.250000 Penalty: 4149.488770
	Iteration 70Q: 3 clusters Score -558539.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -558550.312500 Penalty: 4149.488770
	Iteration 71Q: 3 clusters Score -558550.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -558556.500000 Penalty: 4149.488770
	Iteration 72Q: 3 clusters Score -558556.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -558559.625000 Penalty: 4149.488770
	Iteration 73Q: 3 clusters Score -558559.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -558561.625000 Penalty: 4149.488770
	Iteration 74Q: 3 clusters Score -558561.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -558563.312500 Penalty: 4149.488770
	Iteration 75Q: 3 clusters Score -558563.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -558566.125000 Penalty: 4149.488770
	Iteration 76Q: 3 clusters Score -558566.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -558569.187500 Penalty: 4149.488770
	Iteration 77Q: 3 clusters Score -558569.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -558569.937500 Penalty: 4149.488770
	Iteration 78Q: 3 clusters Score -558569.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -558571.562500 Penalty: 4149.488770
	Iteration 79Q: 3 clusters Score -558571.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -558573.625000 Penalty: 4149.488770
	Iteration 80F: 3 clusters Score -558573.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -558577.312500 Penalty: 4149.488770
	Iteration 81Q: 3 clusters Score -558577.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -558583.312500 Penalty: 4149.488770
	Iteration 82Q: 3 clusters Score -558583.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -558586.625000 Penalty: 4149.488770
	Iteration 83Q: 3 clusters Score -558586.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -558592.750000 Penalty: 4149.488770
	Iteration 84Q: 3 clusters Score -558592.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -558595.500000 Penalty: 4149.488770
	Iteration 85Q: 3 clusters Score -558595.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -558598.312500 Penalty: 4149.488770
	Iteration 86Q: 3 clusters Score -558598.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -558602.875000 Penalty: 4149.488770
	Iteration 87Q: 3 clusters Score -558602.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -558611.062500 Penalty: 4149.488770
	Iteration 88Q: 3 clusters Score -558611.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -558619.875000 Penalty: 4149.488770
	Iteration 89Q: 3 clusters Score -558619.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -558628.375000 Penalty: 4149.488770
	Iteration 90Q: 3 clusters Score -558628.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -558634.187500 Penalty: 4149.488770
	Iteration 91Q: 3 clusters Score -558634.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -558639.062500 Penalty: 4149.488770
	Iteration 92Q: 3 clusters Score -558639.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -558641.125000 Penalty: 4149.488770
	Iteration 93Q: 3 clusters Score -558641.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -558645.375000 Penalty: 4149.488770
	Iteration 94Q: 3 clusters Score -558645.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -558650.062500 Penalty: 4149.488770
	Iteration 95Q: 3 clusters Score -558650.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -558654.812500 Penalty: 4149.488770
	Iteration 96Q: 3 clusters Score -558654.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -558655.625000 Penalty: 4149.488770
	Iteration 97Q: 3 clusters Score -558655.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -558658.812500 Penalty: 4149.488770
	Iteration 98Q: 3 clusters Score -558658.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -558664.437500 Penalty: 4149.488770
	Iteration 99Q: 3 clusters Score -558664.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -558670.500000 Penalty: 4149.488770
	Iteration 100F: 3 clusters Score -558670.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -558676.875000 Penalty: 4149.488770
	Iteration 101Q: 3 clusters Score -558676.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -558682.000000 Penalty: 4149.488770
	Iteration 102Q: 3 clusters Score -558682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -558689.437500 Penalty: 4149.488770
	Iteration 103Q: 3 clusters Score -558689.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -558695.937500 Penalty: 4149.488770
	Iteration 104Q: 3 clusters Score -558695.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -558709.312500 Penalty: 4149.488770
	Iteration 105Q: 3 clusters Score -558709.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -558714.812500 Penalty: 4149.488770
	Iteration 106Q: 3 clusters Score -558714.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -558720.937500 Penalty: 4149.488770
	Iteration 107Q: 3 clusters Score -558720.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -558730.250000 Penalty: 4149.488770
	Iteration 108Q: 3 clusters Score -558730.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -558738.875000 Penalty: 4149.488770
	Iteration 109Q: 3 clusters Score -558738.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -558743.500000 Penalty: 4149.488770
	Iteration 110Q: 3 clusters Score -558743.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -558747.250000 Penalty: 4149.488770
	Iteration 111Q: 3 clusters Score -558747.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -558753.312500 Penalty: 4149.488770
	Iteration 112Q: 3 clusters Score -558753.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -558757.937500 Penalty: 4149.488770
	Iteration 113Q: 3 clusters Score -558757.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -558763.562500 Penalty: 4149.488770
	Iteration 114Q: 3 clusters Score -558763.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -558766.437500 Penalty: 4149.488770
	Iteration 115Q: 3 clusters Score -558766.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -558766.750000 Penalty: 4149.488770
	Iteration 116Q: 3 clusters Score -558766.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -558766.750000 Penalty: 4149.488770
	Iteration 117Q: 3 clusters Score -558766.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -558767.562500 Penalty: 4149.488770
	Iteration 118Q: 3 clusters Score -558767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -558768.000000 Penalty: 4149.488770
	Iteration 119Q: 3 clusters Score -558768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -558767.687500 Penalty: 4149.488770
	Iteration 120F: 3 clusters Score -558767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -558768.312500 Penalty: 4149.488770
	Iteration 121Q: 3 clusters Score -558768.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -558770.375000 Penalty: 4149.488770
	Iteration 122Q: 3 clusters Score -558770.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -558772.375000 Penalty: 4149.488770
	Iteration 123Q: 3 clusters Score -558772.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -558774.375000 Penalty: 4149.488770
	Iteration 124Q: 3 clusters Score -558774.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -558777.937500 Penalty: 4149.488770
	Iteration 125Q: 3 clusters Score -558777.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -558779.125000 Penalty: 4149.488770
	Iteration 126Q: 3 clusters Score -558779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -558779.500000 Penalty: 4149.488770
	Iteration 127Q: 3 clusters Score -558779.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -558781.125000 Penalty: 4149.488770
	Iteration 128Q: 3 clusters Score -558781.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -558782.187500 Penalty: 4149.488770
	Iteration 129Q: 3 clusters Score -558782.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -558781.312500 Penalty: 4149.488770
	Iteration 130Q: 3 clusters Score -558781.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -558782.750000 Penalty: 4149.488770
	Iteration 131Q: 3 clusters Score -558782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -558784.812500 Penalty: 4149.488770
	Iteration 132Q: 3 clusters Score -558784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -558785.562500 Penalty: 4149.488770
	Iteration 133Q: 3 clusters Score -558785.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -558785.562500 Penalty: 4149.488770
	Iteration 134F: 3 clusters Score -558785.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -41067.925781 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -41067.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39831.574219 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -39831.57 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40025.363281 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -40025.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40097.917969 Penalty: 2919.507568
	Iteration 2F: 3 clusters Score -40097.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40136.714844 Penalty: 2919.507568
	Iteration 3Q: 3 clusters Score -40136.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40183.667969 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -40183.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40285.511719 Penalty: 2919.507568
	Iteration 5Q: 3 clusters Score -40285.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40476.937500 Penalty: 2919.507568
	Iteration 6Q: 3 clusters Score -40476.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40567.484375 Penalty: 2919.507568
	Iteration 7Q: 3 clusters Score -40567.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40627.949219 Penalty: 2919.507568
	Iteration 8Q: 3 clusters Score -40627.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40663.273438 Penalty: 2919.507568
	Iteration 9Q: 3 clusters Score -40663.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40673.464844 Penalty: 2919.507568
	Iteration 10Q: 3 clusters Score -40673.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40694.496094 Penalty: 2919.507568
	Iteration 11Q: 3 clusters Score -40694.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40721.410156 Penalty: 2919.507568
	Iteration 12Q: 3 clusters Score -40721.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40771.882812 Penalty: 2919.507568
	Iteration 13Q: 3 clusters Score -40771.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40801.917969 Penalty: 2919.507568
	Iteration 14Q: 3 clusters Score -40801.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40803.210938 Penalty: 2919.507568
	Iteration 15Q: 3 clusters Score -40803.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40803.210938 Penalty: 2919.507568
	Iteration 16F: 3 clusters Score -40803.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Entering Unmasked Estep 
Score: -3646109.750000 Penalty: 2521.474365
	Iteration 0F: 2 clusters Score -3646110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3628246.500000 Penalty: 5042.948730
	Iteration 0F: 3 clusters Score -3628246 nChanged 11655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -3634681.750000 Penalty: 5042.948730
	Iteration 1F: 3 clusters Score -3634682 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3635461.500000 Penalty: 5042.948730
	Iteration 2F: 3 clusters Score -3635462 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3636339.000000 Penalty: 5042.948730
	Iteration 3F: 3 clusters Score -3636339 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3637438.000000 Penalty: 5042.948730
	Iteration 4F: 3 clusters Score -3637438 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3638794.250000 Penalty: 5042.948730
	Iteration 5F: 3 clusters Score -3638794 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -3640345.500000 Penalty: 5042.948730
	Iteration 6F: 3 clusters Score -3640346 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -3641835.750000 Penalty: 5042.948730
	Iteration 7F: 3 clusters Score -3641836 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -3642836.250000 Penalty: 5042.948730
	Iteration 8Q: 3 clusters Score -3642836 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3643329.750000 Penalty: 5042.948730
	Iteration 9Q: 3 clusters Score -3643330 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3643512.500000 Penalty: 5042.948730
	Iteration 10Q: 3 clusters Score -3643512 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -3643628.750000 Penalty: 5042.948730
	Iteration 11Q: 3 clusters Score -3643629 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -3643715.500000 Penalty: 5042.948730
	Iteration 12Q: 3 clusters Score -3643716 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3643759.750000 Penalty: 5042.948730
	Iteration 13Q: 3 clusters Score -3643760 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3643804.000000 Penalty: 5042.948730
	Iteration 14Q: 3 clusters Score -3643804 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3643837.250000 Penalty: 5042.948730
	Iteration 15Q: 3 clusters Score -3643837 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3643868.000000 Penalty: 5042.948730
	Iteration 16Q: 3 clusters Score -3643868 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -3643882.500000 Penalty: 5042.948730
	Iteration 17Q: 3 clusters Score -3643882 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -3643906.250000 Penalty: 5042.948730
	Iteration 18Q: 3 clusters Score -3643906 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3643944.250000 Penalty: 5042.948730
	Iteration 19Q: 3 clusters Score -3643944 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -3643980.750000 Penalty: 5042.948730
	Iteration 20F: 3 clusters Score -3643981 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -3644008.250000 Penalty: 5042.948730
	Iteration 21Q: 3 clusters Score -3644008 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -3644024.500000 Penalty: 5042.948730
	Iteration 22Q: 3 clusters Score -3644024 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -3644048.250000 Penalty: 5042.948730
	Iteration 23Q: 3 clusters Score -3644048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -3644076.750000 Penalty: 5042.948730
	Iteration 24Q: 3 clusters Score -3644077 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -3644101.750000 Penalty: 5042.948730
	Iteration 25Q: 3 clusters Score -3644102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -3644113.500000 Penalty: 5042.948730
	Iteration 26Q: 3 clusters Score -3644114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -3644119.000000 Penalty: 5042.948730
	Iteration 27Q: 3 clusters Score -3644119 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -3644126.250000 Penalty: 5042.948730
	Iteration 28Q: 3 clusters Score -3644126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -3644134.000000 Penalty: 5042.948730
	Iteration 29Q: 3 clusters Score -3644134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -3644142.500000 Penalty: 5042.948730
	Iteration 30Q: 3 clusters Score -3644142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -3644144.250000 Penalty: 5042.948730
	Iteration 31Q: 3 clusters Score -3644144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -3644166.250000 Penalty: 5042.948730
	Iteration 32Q: 3 clusters Score -3644166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3644174.500000 Penalty: 5042.948730
	Iteration 33Q: 3 clusters Score -3644174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -3644168.750000 Penalty: 5042.948730
	Iteration 34Q: 3 clusters Score -3644169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -3644177.250000 Penalty: 5042.948730
	Iteration 35Q: 3 clusters Score -3644177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -3644189.500000 Penalty: 5042.948730
	Iteration 36Q: 3 clusters Score -3644190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3644195.250000 Penalty: 5042.948730
	Iteration 37Q: 3 clusters Score -3644195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -3644196.750000 Penalty: 5042.948730
	Iteration 38Q: 3 clusters Score -3644197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -3644204.500000 Penalty: 5042.948730
	Iteration 39Q: 3 clusters Score -3644204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3644216.250000 Penalty: 5042.948730
	Iteration 40F: 3 clusters Score -3644216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -3644223.000000 Penalty: 5042.948730
	Iteration 41Q: 3 clusters Score -3644223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -3644232.000000 Penalty: 5042.948730
	Iteration 42Q: 3 clusters Score -3644232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3644240.250000 Penalty: 5042.948730
	Iteration 43Q: 3 clusters Score -3644240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -3644256.750000 Penalty: 5042.948730
	Iteration 44Q: 3 clusters Score -3644257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3644275.000000 Penalty: 5042.948730
	Iteration 45Q: 3 clusters Score -3644275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -3644279.000000 Penalty: 5042.948730
	Iteration 46Q: 3 clusters Score -3644279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3644287.250000 Penalty: 5042.948730
	Iteration 47Q: 3 clusters Score -3644287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -3644296.500000 Penalty: 5042.948730
	Iteration 48Q: 3 clusters Score -3644296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -3644296.000000 Penalty: 5042.948730
	Iteration 49Q: 3 clusters Score -3644296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -3644305.500000 Penalty: 5042.948730
	Iteration 50Q: 3 clusters Score -3644306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3644308.750000 Penalty: 5042.948730
	Iteration 51Q: 3 clusters Score -3644309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -3644310.500000 Penalty: 5042.948730
	Iteration 52Q: 3 clusters Score -3644310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3644317.500000 Penalty: 5042.948730
	Iteration 53Q: 3 clusters Score -3644318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -3644321.500000 Penalty: 5042.948730
	Iteration 54Q: 3 clusters Score -3644322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3644322.250000 Penalty: 5042.948730
	Iteration 55Q: 3 clusters Score -3644322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3644322.750000 Penalty: 5042.948730
	Iteration 56Q: 3 clusters Score -3644323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3644327.000000 Penalty: 5042.948730
	Iteration 57Q: 3 clusters Score -3644327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3644324.250000 Penalty: 5042.948730
	Iteration 58Q: 3 clusters Score -3644324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3644319.750000 Penalty: 5042.948730
	Iteration 59Q: 3 clusters Score -3644320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3644321.500000 Penalty: 5042.948730
	Iteration 60F: 3 clusters Score -3644322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -3644322.750000 Penalty: 5042.948730
	Iteration 61Q: 3 clusters Score -3644323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -3644331.000000 Penalty: 5042.948730
	Iteration 62Q: 3 clusters Score -3644331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3644330.000000 Penalty: 5042.948730
	Iteration 63Q: 3 clusters Score -3644330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -3644333.000000 Penalty: 5042.948730
	Iteration 64Q: 3 clusters Score -3644333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -3644335.500000 Penalty: 5042.948730
	Iteration 65Q: 3 clusters Score -3644336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3644340.000000 Penalty: 5042.948730
	Iteration 66Q: 3 clusters Score -3644340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -3644340.500000 Penalty: 5042.948730
	Iteration 67Q: 3 clusters Score -3644340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -3644340.750000 Penalty: 5042.948730
	Iteration 68Q: 3 clusters Score -3644341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -3644344.750000 Penalty: 5042.948730
	Iteration 69Q: 3 clusters Score -3644345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -3644348.250000 Penalty: 5042.948730
	Iteration 70Q: 3 clusters Score -3644348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3644355.000000 Penalty: 5042.948730
	Iteration 71Q: 3 clusters Score -3644355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3644353.250000 Penalty: 5042.948730
	Iteration 72Q: 3 clusters Score -3644353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3644352.250000 Penalty: 5042.948730
	Iteration 73Q: 3 clusters Score -3644352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3644352.250000 Penalty: 5042.948730
	Iteration 74F: 3 clusters Score -3644352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Entering Unmasked Estep 
Score: -1351672.625000 Penalty: 2280.768311
	Iteration 0F: 2 clusters Score -1351673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1344045.875000 Penalty: 4561.536621
	Iteration 0F: 3 clusters Score -1344046 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1346161.875000 Penalty: 4561.536621
	Iteration 1F: 3 clusters Score -1346162 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1346479.000000 Penalty: 4561.536621
	Iteration 2F: 3 clusters Score -1346479 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1346725.750000 Penalty: 4561.536621
	Iteration 3F: 3 clusters Score -1346726 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1346959.625000 Penalty: 4561.536621
	Iteration 4Q: 3 clusters Score -1346960 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1347217.500000 Penalty: 4561.536621
	Iteration 5Q: 3 clusters Score -1347218 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1347488.000000 Penalty: 4561.536621
	Iteration 6Q: 3 clusters Score -1347488 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1347824.250000 Penalty: 4561.536621
	Iteration 7F: 3 clusters Score -1347824 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1348179.500000 Penalty: 4561.536621
	Iteration 8F: 3 clusters Score -1348180 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1348564.000000 Penalty: 4561.536621
	Iteration 9F: 3 clusters Score -1348564 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1348867.375000 Penalty: 4561.536621
	Iteration 10Q: 3 clusters Score -1348867 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1349094.250000 Penalty: 4561.536621
	Iteration 11Q: 3 clusters Score -1349094 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1349291.375000 Penalty: 4561.536621
	Iteration 12Q: 3 clusters Score -1349291 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1349472.375000 Penalty: 4561.536621
	Iteration 13Q: 3 clusters Score -1349472 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1349618.500000 Penalty: 4561.536621
	Iteration 14Q: 3 clusters Score -1349618 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1349735.625000 Penalty: 4561.536621
	Iteration 15Q: 3 clusters Score -1349736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1349851.000000 Penalty: 4561.536621
	Iteration 16Q: 3 clusters Score -1349851 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1349936.000000 Penalty: 4561.536621
	Iteration 17Q: 3 clusters Score -1349936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1349999.875000 Penalty: 4561.536621
	Iteration 18Q: 3 clusters Score -1350000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1350025.625000 Penalty: 4561.536621
	Iteration 19Q: 3 clusters Score -1350026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1350047.000000 Penalty: 4561.536621
	Iteration 20F: 3 clusters Score -1350047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1350061.000000 Penalty: 4561.536621
	Iteration 21Q: 3 clusters Score -1350061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1350067.125000 Penalty: 4561.536621
	Iteration 22Q: 3 clusters Score -1350067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1350070.375000 Penalty: 4561.536621
	Iteration 23Q: 3 clusters Score -1350070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1350075.250000 Penalty: 4561.536621
	Iteration 24Q: 3 clusters Score -1350075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1350078.500000 Penalty: 4561.536621
	Iteration 25Q: 3 clusters Score -1350078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1350084.000000 Penalty: 4561.536621
	Iteration 26Q: 3 clusters Score -1350084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1350086.125000 Penalty: 4561.536621
	Iteration 27Q: 3 clusters Score -1350086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1350088.750000 Penalty: 4561.536621
	Iteration 28Q: 3 clusters Score -1350089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1350093.375000 Penalty: 4561.536621
	Iteration 29Q: 3 clusters Score -1350093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1350101.750000 Penalty: 4561.536621
	Iteration 30Q: 3 clusters Score -1350102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1350104.500000 Penalty: 4561.536621
	Iteration 31Q: 3 clusters Score -1350104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1350106.000000 Penalty: 4561.536621
	Iteration 32Q: 3 clusters Score -1350106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1350107.250000 Penalty: 4561.536621
	Iteration 33Q: 3 clusters Score -1350107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1350106.625000 Penalty: 4561.536621
	Iteration 34Q: 3 clusters Score -1350107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1350107.125000 Penalty: 4561.536621
	Iteration 35Q: 3 clusters Score -1350107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1350108.500000 Penalty: 4561.536621
	Iteration 36Q: 3 clusters Score -1350108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1350108.500000 Penalty: 4561.536621
	Iteration 37F: 3 clusters Score -1350108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Entering Unmasked Estep 
Score: -5536568.000000 Penalty: 2634.276611
	Iteration 0F: 2 clusters Score -5536568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -5508916.000000 Penalty: 5268.553223
	Iteration 0F: 3 clusters Score -5508916 nChanged 18636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -5518988.500000 Penalty: 5268.553223
	Iteration 1F: 3 clusters Score -5518988 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -5519490.500000 Penalty: 5268.553223
	Iteration 2Q: 3 clusters Score -5519490 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5520121.000000 Penalty: 5268.553223
	Iteration 3Q: 3 clusters Score -5520121 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -5520837.500000 Penalty: 5268.553223
	Iteration 4Q: 3 clusters Score -5520838 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -5521956.500000 Penalty: 5268.553223
	Iteration 5F: 3 clusters Score -5521956 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -5523658.500000 Penalty: 5268.553223
	Iteration 6F: 3 clusters Score -5523658 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -5525967.500000 Penalty: 5268.553223
	Iteration 7F: 3 clusters Score -5525968 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -5528579.000000 Penalty: 5268.553223
	Iteration 8F: 3 clusters Score -5528579 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -5530754.000000 Penalty: 5268.553223
	Iteration 9F: 3 clusters Score -5530754 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -5532305.500000 Penalty: 5268.553223
	Iteration 10Q: 3 clusters Score -5532306 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -5533285.000000 Penalty: 5268.553223
	Iteration 11Q: 3 clusters Score -5533285 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -5533754.500000 Penalty: 5268.553223
	Iteration 12Q: 3 clusters Score -5533754 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -5533990.500000 Penalty: 5268.553223
	Iteration 13Q: 3 clusters Score -5533990 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -5534076.000000 Penalty: 5268.553223
	Iteration 14Q: 3 clusters Score -5534076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -5534130.500000 Penalty: 5268.553223
	Iteration 15Q: 3 clusters Score -5534130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -5534171.000000 Penalty: 5268.553223
	Iteration 16Q: 3 clusters Score -5534171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -5534201.500000 Penalty: 5268.553223
	Iteration 17Q: 3 clusters Score -5534202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -5534217.500000 Penalty: 5268.553223
	Iteration 18Q: 3 clusters Score -5534218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -5534227.500000 Penalty: 5268.553223
	Iteration 19Q: 3 clusters Score -5534228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -5534239.000000 Penalty: 5268.553223
	Iteration 20F: 3 clusters Score -5534239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -5534240.000000 Penalty: 5268.553223
	Iteration 21Q: 3 clusters Score -5534240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -5534243.000000 Penalty: 5268.553223
	Iteration 22Q: 3 clusters Score -5534243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -5534247.500000 Penalty: 5268.553223
	Iteration 23Q: 3 clusters Score -5534248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -5534252.000000 Penalty: 5268.553223
	Iteration 24Q: 3 clusters Score -5534252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -5534250.500000 Penalty: 5268.553223
	Iteration 25Q: 3 clusters Score -5534250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -5534250.500000 Penalty: 5268.553223
	Iteration 26F: 3 clusters Score -5534250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -129291.585938 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -129291.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -127399.367188 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -127399.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -127679.601562 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -127679.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -127779.796875 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -127779.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -127835.578125 Penalty: 3421.762451
	Iteration 3Q: 3 clusters Score -127835.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -127869.953125 Penalty: 3421.762451
	Iteration 4Q: 3 clusters Score -127870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -127888.570312 Penalty: 3421.762451
	Iteration 5Q: 3 clusters Score -127888.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -127901.476562 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -127901.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -127920.109375 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -127920.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -127931.554688 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -127931.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -127938.757812 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -127938.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -127947.914062 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -127947.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -127951.093750 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -127951.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127954.617188 Penalty: 3421.762451
	Iteration 12Q: 3 clusters Score -127954.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127956.835938 Penalty: 3421.762451
	Iteration 13Q: 3 clusters Score -127956.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -127957.304688 Penalty: 3421.762451
	Iteration 14Q: 3 clusters Score -127957.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -127961.546875 Penalty: 3421.762451
	Iteration 15Q: 3 clusters Score -127961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -127965.921875 Penalty: 3421.762451
	Iteration 16Q: 3 clusters Score -127965.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -127968.531250 Penalty: 3421.762451
	Iteration 17Q: 3 clusters Score -127968.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -127973.281250 Penalty: 3421.762451
	Iteration 18Q: 3 clusters Score -127973.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -127976.679688 Penalty: 3421.762451
	Iteration 19Q: 3 clusters Score -127976.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -127979.273438 Penalty: 3421.762451
	Iteration 20F: 3 clusters Score -127979.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -127981.429688 Penalty: 3421.762451
	Iteration 21Q: 3 clusters Score -127981.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -127982.273438 Penalty: 3421.762451
	Iteration 22Q: 3 clusters Score -127982.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -127982.914062 Penalty: 3421.762451
	Iteration 23Q: 3 clusters Score -127982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -127983.242188 Penalty: 3421.762451
	Iteration 24Q: 3 clusters Score -127983.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -127983.242188 Penalty: 3421.762451
	Iteration 25F: 3 clusters Score -127983.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (100802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100802 members 
Entering Unmasked Estep 
Score: -14048046.000000 Penalty: 2857.186523
	Iteration 0F: 2 clusters Score -1.404805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -13980423.000000 Penalty: 5714.373047
	Iteration 0F: 3 clusters Score -1.398042e+07 nChanged 47701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -14008421.000000 Penalty: 5714.373047
	Iteration 1F: 3 clusters Score -1.400842e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -14009499.000000 Penalty: 5714.373047
	Iteration 2Q: 3 clusters Score -1.40095e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55947 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -14011007.000000 Penalty: 5714.373047
	Iteration 3Q: 3 clusters Score -1.401101e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -14012930.000000 Penalty: 5714.373047
	Iteration 4Q: 3 clusters Score -1.401293e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62376 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -14015948.000000 Penalty: 5714.373047
	Iteration 5F: 3 clusters Score -1.401595e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67207 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -14019764.000000 Penalty: 5714.373047
	Iteration 6F: 3 clusters Score -1.401976e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72789 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -14024503.000000 Penalty: 5714.373047
	Iteration 7F: 3 clusters Score -1.40245e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78398 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -14029296.000000 Penalty: 5714.373047
	Iteration 8F: 3 clusters Score -1.40293e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83273 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -14033411.000000 Penalty: 5714.373047
	Iteration 9F: 3 clusters Score -1.403341e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87246 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -14036617.000000 Penalty: 5714.373047
	Iteration 10Q: 3 clusters Score -1.403662e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90421 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -14038880.000000 Penalty: 5714.373047
	Iteration 11Q: 3 clusters Score -1.403888e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92889 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -14040650.000000 Penalty: 5714.373047
	Iteration 12Q: 3 clusters Score -1.404065e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94833 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -14042021.000000 Penalty: 5714.373047
	Iteration 13Q: 3 clusters Score -1.404202e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96350 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -14043036.000000 Penalty: 5714.373047
	Iteration 14Q: 3 clusters Score -1.404304e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97505 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -14043874.000000 Penalty: 5714.373047
	Iteration 15Q: 3 clusters Score -1.404387e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98300 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -14044380.000000 Penalty: 5714.373047
	Iteration 16Q: 3 clusters Score -1.404438e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98909 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -14044774.000000 Penalty: 5714.373047
	Iteration 17Q: 3 clusters Score -1.404477e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99354 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -14045051.000000 Penalty: 5714.373047
	Iteration 18Q: 3 clusters Score -1.404505e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99645 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -14045217.000000 Penalty: 5714.373047
	Iteration 19Q: 3 clusters Score -1.404522e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99867 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -14045325.000000 Penalty: 5714.373047
	Iteration 20F: 3 clusters Score -1.404532e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100000 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -14045430.000000 Penalty: 5714.373047
	Iteration 21Q: 3 clusters Score -1.404543e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100090 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -14045504.000000 Penalty: 5714.373047
	Iteration 22Q: 3 clusters Score -1.40455e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100142 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -14045545.000000 Penalty: 5714.373047
	Iteration 23Q: 3 clusters Score -1.404554e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100174 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -14045578.000000 Penalty: 5714.373047
	Iteration 24Q: 3 clusters Score -1.404558e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100199 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -14045616.000000 Penalty: 5714.373047
	Iteration 25Q: 3 clusters Score -1.404562e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100225 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -14045617.000000 Penalty: 5714.373047
	Iteration 26Q: 3 clusters Score -1.404562e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100245 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -14045624.000000 Penalty: 5714.373047
	Iteration 27Q: 3 clusters Score -1.404562e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100253 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -14045645.000000 Penalty: 5714.373047
	Iteration 28Q: 3 clusters Score -1.404564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100256 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -14045658.000000 Penalty: 5714.373047
	Iteration 29Q: 3 clusters Score -1.404566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100256 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -14045656.000000 Penalty: 5714.373047
	Iteration 30Q: 3 clusters Score -1.404566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100258 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -14045657.000000 Penalty: 5714.373047
	Iteration 31Q: 3 clusters Score -1.404566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100257 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -14045656.000000 Penalty: 5714.373047
	Iteration 32Q: 3 clusters Score -1.404566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100257 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -14045662.000000 Penalty: 5714.373047
	Iteration 33Q: 3 clusters Score -1.404566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100258 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -14045660.000000 Penalty: 5714.373047
	Iteration 34Q: 3 clusters Score -1.404566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100259 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -14045659.000000 Penalty: 5714.373047
	Iteration 35Q: 3 clusters Score -1.404566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100259 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -14045659.000000 Penalty: 5714.373047
	Iteration 36F: 3 clusters Score -1.404566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (281562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281562 members 
Entering Unmasked Estep 
Score: -38590248.000000 Penalty: 3111.930908
	Iteration 0F: 2 clusters Score -3.859025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140686 members 
Mstep: Class 2 contains 140876 members 
Entering Unmasked Estep 
Score: -38416968.000000 Penalty: 6223.861816
	Iteration 0F: 3 clusters Score -3.841697e+07 nChanged 136556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137176 members 
Mstep: Class 2 contains 144386 members 
Entering Unmasked Estep 
Score: -38497840.000000 Penalty: 6223.861816
	Iteration 1F: 3 clusters Score -3.849784e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134767 members 
Mstep: Class 2 contains 146795 members 
Entering Unmasked Estep 
Score: -38498884.000000 Penalty: 6223.861816
	Iteration 2Q: 3 clusters Score -3.849888e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131039 members 
Mstep: Class 2 contains 150523 members 
Entering Unmasked Estep 
Score: -38500516.000000 Penalty: 6223.861816
	Iteration 3Q: 3 clusters Score -3.850052e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125355 members 
Mstep: Class 2 contains 156207 members 
Entering Unmasked Estep 
Score: -38503112.000000 Penalty: 6223.861816
	Iteration 4Q: 3 clusters Score -3.850311e+07 nChanged 11497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116748 members 
Mstep: Class 2 contains 164814 members 
Entering Unmasked Estep 
Score: -38507000.000000 Penalty: 6223.861816
	Iteration 5Q: 3 clusters Score -3.8507e+07 nChanged 14310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104404 members 
Mstep: Class 2 contains 177158 members 
Entering Unmasked Estep 
Score: -38513812.000000 Penalty: 6223.861816
	Iteration 6F: 3 clusters Score -3.851381e+07 nChanged 17952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87616 members 
Mstep: Class 2 contains 193946 members 
Entering Unmasked Estep 
Score: -38524676.000000 Penalty: 6223.861816
	Iteration 7F: 3 clusters Score -3.852468e+07 nChanged 21701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 215225 members 
Entering Unmasked Estep 
Score: -38541632.000000 Penalty: 6223.861816
	Iteration 8F: 3 clusters Score -3.854163e+07 nChanged 23157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 238310 members 
Entering Unmasked Estep 
Score: -38560580.000000 Penalty: 6223.861816
	Iteration 9F: 3 clusters Score -3.856058e+07 nChanged 18888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 257144 members 
Entering Unmasked Estep 
Score: -38573184.000000 Penalty: 6223.861816
	Iteration 10F: 3 clusters Score -3.857318e+07 nChanged 11397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 268503 members 
Entering Unmasked Estep 
Score: -38580404.000000 Penalty: 6223.861816
	Iteration 11Q: 3 clusters Score -3.85804e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 274312 members 
Entering Unmasked Estep 
Score: -38583744.000000 Penalty: 6223.861816
	Iteration 12Q: 3 clusters Score -3.858374e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 277275 members 
Entering Unmasked Estep 
Score: -38585192.000000 Penalty: 6223.861816
	Iteration 13Q: 3 clusters Score -3.858519e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 278864 members 
Entering Unmasked Estep 
Score: -38586176.000000 Penalty: 6223.861816
	Iteration 14Q: 3 clusters Score -3.858618e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 279711 members 
Entering Unmasked Estep 
Score: -38586696.000000 Penalty: 6223.861816
	Iteration 15Q: 3 clusters Score -3.85867e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 280152 members 
Entering Unmasked Estep 
Score: -38587020.000000 Penalty: 6223.861816
	Iteration 16Q: 3 clusters Score -3.858702e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 280434 members 
Entering Unmasked Estep 
Score: -38587196.000000 Penalty: 6223.861816
	Iteration 17Q: 3 clusters Score -3.85872e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 280597 members 
Entering Unmasked Estep 
Score: -38587272.000000 Penalty: 6223.861816
	Iteration 18Q: 3 clusters Score -3.858727e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 280706 members 
Entering Unmasked Estep 
Score: -38587412.000000 Penalty: 6223.861816
	Iteration 19Q: 3 clusters Score -3.858741e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 280781 members 
Entering Unmasked Estep 
Score: -38587468.000000 Penalty: 6223.861816
	Iteration 20F: 3 clusters Score -3.858747e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 280842 members 
Entering Unmasked Estep 
Score: -38587520.000000 Penalty: 6223.861816
	Iteration 21Q: 3 clusters Score -3.858752e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 280876 members 
Entering Unmasked Estep 
Score: -38587564.000000 Penalty: 6223.861816
	Iteration 22Q: 3 clusters Score -3.858756e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 280899 members 
Entering Unmasked Estep 
Score: -38587572.000000 Penalty: 6223.861816
	Iteration 23Q: 3 clusters Score -3.858757e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 280913 members 
Entering Unmasked Estep 
Score: -38587604.000000 Penalty: 6223.861816
	Iteration 24Q: 3 clusters Score -3.85876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 280926 members 
Entering Unmasked Estep 
Score: -38587604.000000 Penalty: 6223.861816
	Iteration 25Q: 3 clusters Score -3.85876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 280934 members 
Entering Unmasked Estep 
Score: -38587616.000000 Penalty: 6223.861816
	Iteration 26Q: 3 clusters Score -3.858762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 280942 members 
Entering Unmasked Estep 
Score: -38587616.000000 Penalty: 6223.861816
	Iteration 27Q: 3 clusters Score -3.858762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 280948 members 
Entering Unmasked Estep 
Score: -38587628.000000 Penalty: 6223.861816
	Iteration 28Q: 3 clusters Score -3.858763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 280951 members 
Entering Unmasked Estep 
Score: -38587620.000000 Penalty: 6223.861816
	Iteration 29Q: 3 clusters Score -3.858762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 280954 members 
Entering Unmasked Estep 
Score: -38587632.000000 Penalty: 6223.861816
	Iteration 30Q: 3 clusters Score -3.858763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 280958 members 
Entering Unmasked Estep 
Score: -38587628.000000 Penalty: 6223.861816
	Iteration 31Q: 3 clusters Score -3.858763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 280962 members 
Entering Unmasked Estep 
Score: -38587628.000000 Penalty: 6223.861816
	Iteration 32Q: 3 clusters Score -3.858763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 280968 members 
Entering Unmasked Estep 
Score: -38587644.000000 Penalty: 6223.861816
	Iteration 33Q: 3 clusters Score -3.858764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 280973 members 
Entering Unmasked Estep 
Score: -38587660.000000 Penalty: 6223.861816
	Iteration 34Q: 3 clusters Score -3.858766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 280982 members 
Entering Unmasked Estep 
Score: -38587672.000000 Penalty: 6223.861816
	Iteration 35Q: 3 clusters Score -3.858767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 280989 members 
Entering Unmasked Estep 
Score: -38587696.000000 Penalty: 6223.861816
	Iteration 36Q: 3 clusters Score -3.85877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 280995 members 
Entering Unmasked Estep 
Score: -38587716.000000 Penalty: 6223.861816
	Iteration 37Q: 3 clusters Score -3.858772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 280996 members 
Entering Unmasked Estep 
Score: -38587688.000000 Penalty: 6223.861816
	Iteration 38Q: 3 clusters Score -3.858769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 281001 members 
Entering Unmasked Estep 
Score: -38587704.000000 Penalty: 6223.861816
	Iteration 39Q: 3 clusters Score -3.85877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 281005 members 
Entering Unmasked Estep 
Score: -38587700.000000 Penalty: 6223.861816
	Iteration 40F: 3 clusters Score -3.85877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 281013 members 
Entering Unmasked Estep 
Score: -38587708.000000 Penalty: 6223.861816
	Iteration 41Q: 3 clusters Score -3.858771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 281011 members 
Entering Unmasked Estep 
Score: -38587728.000000 Penalty: 6223.861816
	Iteration 42Q: 3 clusters Score -3.858773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 281011 members 
Entering Unmasked Estep 
Score: -38587728.000000 Penalty: 6223.861816
	Iteration 43F: 3 clusters Score -3.858773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Entering Unmasked Estep 
Score: -975503.187500 Penalty: 2189.212158
	Iteration 0F: 2 clusters Score -975503.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -969804.687500 Penalty: 4378.424316
	Iteration 0F: 3 clusters Score -969804.7 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -971204.812500 Penalty: 4378.424316
	Iteration 1F: 3 clusters Score -971204.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -971453.937500 Penalty: 4378.424316
	Iteration 2F: 3 clusters Score -971453.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -971649.875000 Penalty: 4378.424316
	Iteration 3Q: 3 clusters Score -971649.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -971814.625000 Penalty: 4378.424316
	Iteration 4Q: 3 clusters Score -971814.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -971986.125000 Penalty: 4378.424316
	Iteration 5Q: 3 clusters Score -971986.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -972161.062500 Penalty: 4378.424316
	Iteration 6Q: 3 clusters Score -972161.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -972347.062500 Penalty: 4378.424316
	Iteration 7Q: 3 clusters Score -972347.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -972544.500000 Penalty: 4378.424316
	Iteration 8Q: 3 clusters Score -972544.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -972734.000000 Penalty: 4378.424316
	Iteration 9Q: 3 clusters Score -972734 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -972931.437500 Penalty: 4378.424316
	Iteration 10Q: 3 clusters Score -972931.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -973091.500000 Penalty: 4378.424316
	Iteration 11Q: 3 clusters Score -973091.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -973230.062500 Penalty: 4378.424316
	Iteration 12Q: 3 clusters Score -973230.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -973343.375000 Penalty: 4378.424316
	Iteration 13Q: 3 clusters Score -973343.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -973423.500000 Penalty: 4378.424316
	Iteration 14Q: 3 clusters Score -973423.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -973486.875000 Penalty: 4378.424316
	Iteration 15Q: 3 clusters Score -973486.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -973520.250000 Penalty: 4378.424316
	Iteration 16Q: 3 clusters Score -973520.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -973539.750000 Penalty: 4378.424316
	Iteration 17Q: 3 clusters Score -973539.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -973549.375000 Penalty: 4378.424316
	Iteration 18Q: 3 clusters Score -973549.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -973555.937500 Penalty: 4378.424316
	Iteration 19Q: 3 clusters Score -973555.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -973562.750000 Penalty: 4378.424316
	Iteration 20F: 3 clusters Score -973562.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -973565.937500 Penalty: 4378.424316
	Iteration 21Q: 3 clusters Score -973565.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -973570.562500 Penalty: 4378.424316
	Iteration 22Q: 3 clusters Score -973570.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -973573.187500 Penalty: 4378.424316
	Iteration 23Q: 3 clusters Score -973573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -973576.562500 Penalty: 4378.424316
	Iteration 24Q: 3 clusters Score -973576.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -973576.875000 Penalty: 4378.424316
	Iteration 25Q: 3 clusters Score -973576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -973578.875000 Penalty: 4378.424316
	Iteration 26Q: 3 clusters Score -973578.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -973578.875000 Penalty: 4378.424316
	Iteration 27F: 3 clusters Score -973578.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Entering Unmasked Estep 
Score: -2041659.375000 Penalty: 2376.858887
	Iteration 0F: 2 clusters Score -2041659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2031142.875000 Penalty: 4753.717773
	Iteration 0F: 3 clusters Score -2031143 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2034443.375000 Penalty: 4753.717773
	Iteration 1F: 3 clusters Score -2034443 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2034787.625000 Penalty: 4753.717773
	Iteration 2F: 3 clusters Score -2034788 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2035020.625000 Penalty: 4753.717773
	Iteration 3Q: 3 clusters Score -2035021 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2035182.250000 Penalty: 4753.717773
	Iteration 4Q: 3 clusters Score -2035182 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2035327.375000 Penalty: 4753.717773
	Iteration 5Q: 3 clusters Score -2035327 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2035441.125000 Penalty: 4753.717773
	Iteration 6Q: 3 clusters Score -2035441 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2035569.500000 Penalty: 4753.717773
	Iteration 7Q: 3 clusters Score -2035570 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2035717.875000 Penalty: 4753.717773
	Iteration 8Q: 3 clusters Score -2035718 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2035870.750000 Penalty: 4753.717773
	Iteration 9Q: 3 clusters Score -2035871 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2036078.000000 Penalty: 4753.717773
	Iteration 10Q: 3 clusters Score -2036078 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2036294.250000 Penalty: 4753.717773
	Iteration 11Q: 3 clusters Score -2036294 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2036537.125000 Penalty: 4753.717773
	Iteration 12Q: 3 clusters Score -2036537 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2036809.875000 Penalty: 4753.717773
	Iteration 13Q: 3 clusters Score -2036810 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2037119.875000 Penalty: 4753.717773
	Iteration 14Q: 3 clusters Score -2037120 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2037474.375000 Penalty: 4753.717773
	Iteration 15Q: 3 clusters Score -2037474 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2037800.875000 Penalty: 4753.717773
	Iteration 16Q: 3 clusters Score -2037801 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2038025.625000 Penalty: 4753.717773
	Iteration 17Q: 3 clusters Score -2038026 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2038166.375000 Penalty: 4753.717773
	Iteration 18Q: 3 clusters Score -2038166 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2038264.250000 Penalty: 4753.717773
	Iteration 19Q: 3 clusters Score -2038264 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2038347.250000 Penalty: 4753.717773
	Iteration 20F: 3 clusters Score -2038347 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -2038406.000000 Penalty: 4753.717773
	Iteration 21Q: 3 clusters Score -2038406 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2038465.125000 Penalty: 4753.717773
	Iteration 22Q: 3 clusters Score -2038465 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2038511.875000 Penalty: 4753.717773
	Iteration 23Q: 3 clusters Score -2038512 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2038553.500000 Penalty: 4753.717773
	Iteration 24Q: 3 clusters Score -2038554 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2038596.250000 Penalty: 4753.717773
	Iteration 25Q: 3 clusters Score -2038596 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2038638.000000 Penalty: 4753.717773
	Iteration 26Q: 3 clusters Score -2038638 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2038668.625000 Penalty: 4753.717773
	Iteration 27Q: 3 clusters Score -2038669 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2038682.750000 Penalty: 4753.717773
	Iteration 28Q: 3 clusters Score -2038683 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2038710.250000 Penalty: 4753.717773
	Iteration 29Q: 3 clusters Score -2038710 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2038726.875000 Penalty: 4753.717773
	Iteration 30Q: 3 clusters Score -2038727 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2038756.375000 Penalty: 4753.717773
	Iteration 31Q: 3 clusters Score -2038756 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2038779.375000 Penalty: 4753.717773
	Iteration 32Q: 3 clusters Score -2038779 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2038798.375000 Penalty: 4753.717773
	Iteration 33Q: 3 clusters Score -2038798 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2038808.375000 Penalty: 4753.717773
	Iteration 34Q: 3 clusters Score -2038808 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2038826.875000 Penalty: 4753.717773
	Iteration 35Q: 3 clusters Score -2038827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2038841.625000 Penalty: 4753.717773
	Iteration 36Q: 3 clusters Score -2038842 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2038853.250000 Penalty: 4753.717773
	Iteration 37Q: 3 clusters Score -2038853 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2038870.750000 Penalty: 4753.717773
	Iteration 38Q: 3 clusters Score -2038871 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2038871.500000 Penalty: 4753.717773
	Iteration 39Q: 3 clusters Score -2038872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2038881.125000 Penalty: 4753.717773
	Iteration 40F: 3 clusters Score -2038881 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2038900.125000 Penalty: 4753.717773
	Iteration 41Q: 3 clusters Score -2038900 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2038917.750000 Penalty: 4753.717773
	Iteration 42Q: 3 clusters Score -2038918 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2038924.375000 Penalty: 4753.717773
	Iteration 43Q: 3 clusters Score -2038924 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2038942.125000 Penalty: 4753.717773
	Iteration 44Q: 3 clusters Score -2038942 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2038957.875000 Penalty: 4753.717773
	Iteration 45Q: 3 clusters Score -2038958 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2038974.875000 Penalty: 4753.717773
	Iteration 46Q: 3 clusters Score -2038975 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2038988.125000 Penalty: 4753.717773
	Iteration 47Q: 3 clusters Score -2038988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2038998.375000 Penalty: 4753.717773
	Iteration 48Q: 3 clusters Score -2038998 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2039018.125000 Penalty: 4753.717773
	Iteration 49Q: 3 clusters Score -2039018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2039029.125000 Penalty: 4753.717773
	Iteration 50Q: 3 clusters Score -2039029 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2039040.000000 Penalty: 4753.717773
	Iteration 51Q: 3 clusters Score -2039040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2039057.250000 Penalty: 4753.717773
	Iteration 52Q: 3 clusters Score -2039057 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2039063.500000 Penalty: 4753.717773
	Iteration 53Q: 3 clusters Score -2039064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2039080.375000 Penalty: 4753.717773
	Iteration 54Q: 3 clusters Score -2039080 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2039093.125000 Penalty: 4753.717773
	Iteration 55Q: 3 clusters Score -2039093 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2039114.375000 Penalty: 4753.717773
	Iteration 56Q: 3 clusters Score -2039114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2039131.625000 Penalty: 4753.717773
	Iteration 57Q: 3 clusters Score -2039132 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2039147.375000 Penalty: 4753.717773
	Iteration 58Q: 3 clusters Score -2039147 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2039167.875000 Penalty: 4753.717773
	Iteration 59Q: 3 clusters Score -2039168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2039189.125000 Penalty: 4753.717773
	Iteration 60F: 3 clusters Score -2039189 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2039193.000000 Penalty: 4753.717773
	Iteration 61Q: 3 clusters Score -2039193 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2039207.250000 Penalty: 4753.717773
	Iteration 62Q: 3 clusters Score -2039207 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2039216.625000 Penalty: 4753.717773
	Iteration 63Q: 3 clusters Score -2039217 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2039228.250000 Penalty: 4753.717773
	Iteration 64Q: 3 clusters Score -2039228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2039254.375000 Penalty: 4753.717773
	Iteration 65Q: 3 clusters Score -2039254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2039266.375000 Penalty: 4753.717773
	Iteration 66Q: 3 clusters Score -2039266 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2039278.125000 Penalty: 4753.717773
	Iteration 67Q: 3 clusters Score -2039278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2039290.375000 Penalty: 4753.717773
	Iteration 68Q: 3 clusters Score -2039290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2039308.000000 Penalty: 4753.717773
	Iteration 69Q: 3 clusters Score -2039308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2039320.125000 Penalty: 4753.717773
	Iteration 70Q: 3 clusters Score -2039320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2039331.875000 Penalty: 4753.717773
	Iteration 71Q: 3 clusters Score -2039332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2039339.625000 Penalty: 4753.717773
	Iteration 72Q: 3 clusters Score -2039340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2039346.875000 Penalty: 4753.717773
	Iteration 73Q: 3 clusters Score -2039347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2039357.250000 Penalty: 4753.717773
	Iteration 74Q: 3 clusters Score -2039357 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2039369.750000 Penalty: 4753.717773
	Iteration 75Q: 3 clusters Score -2039370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2039373.375000 Penalty: 4753.717773
	Iteration 76Q: 3 clusters Score -2039373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2039379.125000 Penalty: 4753.717773
	Iteration 77Q: 3 clusters Score -2039379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2039393.625000 Penalty: 4753.717773
	Iteration 78Q: 3 clusters Score -2039394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2039399.125000 Penalty: 4753.717773
	Iteration 79Q: 3 clusters Score -2039399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2039403.375000 Penalty: 4753.717773
	Iteration 80F: 3 clusters Score -2039403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2039410.375000 Penalty: 4753.717773
	Iteration 81Q: 3 clusters Score -2039410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2039417.000000 Penalty: 4753.717773
	Iteration 82Q: 3 clusters Score -2039417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2039425.250000 Penalty: 4753.717773
	Iteration 83Q: 3 clusters Score -2039425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2039425.500000 Penalty: 4753.717773
	Iteration 84Q: 3 clusters Score -2039426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2039428.875000 Penalty: 4753.717773
	Iteration 85Q: 3 clusters Score -2039429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2039433.000000 Penalty: 4753.717773
	Iteration 86Q: 3 clusters Score -2039433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2039434.500000 Penalty: 4753.717773
	Iteration 87Q: 3 clusters Score -2039434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2039438.125000 Penalty: 4753.717773
	Iteration 88Q: 3 clusters Score -2039438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2039443.250000 Penalty: 4753.717773
	Iteration 89Q: 3 clusters Score -2039443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2039443.250000 Penalty: 4753.717773
	Iteration 90Q: 3 clusters Score -2039443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2039444.625000 Penalty: 4753.717773
	Iteration 91Q: 3 clusters Score -2039445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2039450.125000 Penalty: 4753.717773
	Iteration 92Q: 3 clusters Score -2039450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2039452.500000 Penalty: 4753.717773
	Iteration 93Q: 3 clusters Score -2039452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2039450.750000 Penalty: 4753.717773
	Iteration 94Q: 3 clusters Score -2039451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2039454.125000 Penalty: 4753.717773
	Iteration 95Q: 3 clusters Score -2039454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2039460.625000 Penalty: 4753.717773
	Iteration 96Q: 3 clusters Score -2039461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2039459.750000 Penalty: 4753.717773
	Iteration 97Q: 3 clusters Score -2039460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2039463.000000 Penalty: 4753.717773
	Iteration 98Q: 3 clusters Score -2039463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2039462.625000 Penalty: 4753.717773
	Iteration 99Q: 3 clusters Score -2039463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2039461.375000 Penalty: 4753.717773
	Iteration 100F: 3 clusters Score -2039461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2039459.500000 Penalty: 4753.717773
	Iteration 101Q: 3 clusters Score -2039460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2039461.000000 Penalty: 4753.717773
	Iteration 102Q: 3 clusters Score -2039461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2039461.000000 Penalty: 4753.717773
	Iteration 103F: 3 clusters Score -2039461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Entering Unmasked Estep 
Score: -533468.750000 Penalty: 2064.134521
	Iteration 0F: 2 clusters Score -533468.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -529582.250000 Penalty: 4128.269043
	Iteration 0F: 3 clusters Score -529582.2 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -530793.000000 Penalty: 4128.269043
	Iteration 1F: 3 clusters Score -530793 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -531566.312500 Penalty: 4128.269043
	Iteration 2F: 3 clusters Score -531566.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -532433.437500 Penalty: 4128.269043
	Iteration 3F: 3 clusters Score -532433.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -533238.812500 Penalty: 4128.269043
	Iteration 4F: 3 clusters Score -533238.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -533754.125000 Penalty: 4128.269043
	Iteration 5F: 3 clusters Score -533754.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -534063.750000 Penalty: 4128.269043
	Iteration 6F: 3 clusters Score -534063.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -534189.500000 Penalty: 4128.269043
	Iteration 7Q: 3 clusters Score -534189.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -534246.500000 Penalty: 4128.269043
	Iteration 8Q: 3 clusters Score -534246.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -534275.312500 Penalty: 4128.269043
	Iteration 9Q: 3 clusters Score -534275.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -534294.562500 Penalty: 4128.269043
	Iteration 10Q: 3 clusters Score -534294.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -534310.750000 Penalty: 4128.269043
	Iteration 11Q: 3 clusters Score -534310.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -534319.375000 Penalty: 4128.269043
	Iteration 12Q: 3 clusters Score -534319.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -534327.437500 Penalty: 4128.269043
	Iteration 13Q: 3 clusters Score -534327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -534330.937500 Penalty: 4128.269043
	Iteration 14Q: 3 clusters Score -534330.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -534331.562500 Penalty: 4128.269043
	Iteration 15Q: 3 clusters Score -534331.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -534331.562500 Penalty: 4128.269043
	Iteration 16F: 3 clusters Score -534331.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2188 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229538 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197332 members 
Mstep: Class 7 contains 4298 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26036 members 
Mstep: Class 10 contains 9864 members 
Mstep: Class 11 contains 41031 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100802 members 
Mstep: Class 14 contains 281562 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14532 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7619 members 
Mstep: Class 20 contains 13187 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32919 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Mstep: Class 25 contains 3441 members 
Entering Unmasked Estep 
Score: -135819552.000000 Penalty: 85638.921875
Splitting cluster 17 changes total score from -135820160.000000 to -135819552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -69166.484375 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -69166.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67648.960938 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -67648.96 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67868.726562 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -67868.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -67961.031250 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -67961.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -68010.398438 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -68010.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -68044.500000 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -68044.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -68091.007812 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -68091.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -68134.609375 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -68134.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -68163.789062 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -68163.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -68176.820312 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -68176.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -68184.750000 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -68184.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -68188.804688 Penalty: 3135.101074
	Iteration 10Q: 3 clusters Score -68188.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -68197.304688 Penalty: 3135.101074
	Iteration 11Q: 3 clusters Score -68197.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -68205.085938 Penalty: 3135.101074
	Iteration 12Q: 3 clusters Score -68205.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -68212.070312 Penalty: 3135.101074
	Iteration 13Q: 3 clusters Score -68212.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -68222.226562 Penalty: 3135.101074
	Iteration 14Q: 3 clusters Score -68222.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -68230.835938 Penalty: 3135.101074
	Iteration 15Q: 3 clusters Score -68230.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -68237.140625 Penalty: 3135.101074
	Iteration 16Q: 3 clusters Score -68237.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -68238.929688 Penalty: 3135.101074
	Iteration 17Q: 3 clusters Score -68238.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -68243.125000 Penalty: 3135.101074
	Iteration 18Q: 3 clusters Score -68243.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -68246.679688 Penalty: 3135.101074
	Iteration 19Q: 3 clusters Score -68246.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -68254.125000 Penalty: 3135.101074
	Iteration 20F: 3 clusters Score -68254.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -68268.890625 Penalty: 3135.101074
	Iteration 21Q: 3 clusters Score -68268.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -68298.398438 Penalty: 3135.101074
	Iteration 22Q: 3 clusters Score -68298.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -68331.312500 Penalty: 3135.101074
	Iteration 23Q: 3 clusters Score -68331.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -68387.218750 Penalty: 3135.101074
	Iteration 24Q: 3 clusters Score -68387.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -68423.437500 Penalty: 3135.101074
	Iteration 25Q: 3 clusters Score -68423.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -68468.156250 Penalty: 3135.101074
	Iteration 26Q: 3 clusters Score -68468.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -68497.484375 Penalty: 3135.101074
	Iteration 27Q: 3 clusters Score -68497.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -68534.867188 Penalty: 3135.101074
	Iteration 28Q: 3 clusters Score -68534.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -68617.304688 Penalty: 3135.101074
	Iteration 29Q: 3 clusters Score -68617.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -68658.914062 Penalty: 3135.101074
	Iteration 30Q: 3 clusters Score -68658.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -68701.523438 Penalty: 3135.101074
	Iteration 31Q: 3 clusters Score -68701.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -68745.867188 Penalty: 3135.101074
	Iteration 32Q: 3 clusters Score -68745.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -68778.148438 Penalty: 3135.101074
	Iteration 33Q: 3 clusters Score -68778.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -68788.468750 Penalty: 3135.101074
	Iteration 34Q: 3 clusters Score -68788.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -68788.468750 Penalty: 3135.101074
	Iteration 35F: 3 clusters Score -68788.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Entering Unmasked Estep 
Score: -1036957.625000 Penalty: 2216.723145
	Iteration 0F: 2 clusters Score -1036958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1030806.687500 Penalty: 4433.446289
	Iteration 0F: 3 clusters Score -1030807 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1032583.437500 Penalty: 4433.446289
	Iteration 1F: 3 clusters Score -1032583 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1032897.375000 Penalty: 4433.446289
	Iteration 2F: 3 clusters Score -1032897 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1033099.375000 Penalty: 4433.446289
	Iteration 3F: 3 clusters Score -1033099 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1033261.000000 Penalty: 4433.446289
	Iteration 4Q: 3 clusters Score -1033261 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1033399.625000 Penalty: 4433.446289
	Iteration 5Q: 3 clusters Score -1033400 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1033515.062500 Penalty: 4433.446289
	Iteration 6Q: 3 clusters Score -1033515 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1033631.812500 Penalty: 4433.446289
	Iteration 7Q: 3 clusters Score -1033632 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1033724.937500 Penalty: 4433.446289
	Iteration 8Q: 3 clusters Score -1033725 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1033804.937500 Penalty: 4433.446289
	Iteration 9Q: 3 clusters Score -1033805 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1033890.687500 Penalty: 4433.446289
	Iteration 10Q: 3 clusters Score -1033891 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1033968.875000 Penalty: 4433.446289
	Iteration 11Q: 3 clusters Score -1033969 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1034038.875000 Penalty: 4433.446289
	Iteration 12Q: 3 clusters Score -1034039 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1034098.375000 Penalty: 4433.446289
	Iteration 13Q: 3 clusters Score -1034098 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1034154.812500 Penalty: 4433.446289
	Iteration 14Q: 3 clusters Score -1034155 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1034206.500000 Penalty: 4433.446289
	Iteration 15Q: 3 clusters Score -1034206 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1034251.437500 Penalty: 4433.446289
	Iteration 16Q: 3 clusters Score -1034251 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1034289.062500 Penalty: 4433.446289
	Iteration 17Q: 3 clusters Score -1034289 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1034328.625000 Penalty: 4433.446289
	Iteration 18Q: 3 clusters Score -1034329 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1034368.625000 Penalty: 4433.446289
	Iteration 19Q: 3 clusters Score -1034369 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1034410.312500 Penalty: 4433.446289
	Iteration 20F: 3 clusters Score -1034410 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1034452.812500 Penalty: 4433.446289
	Iteration 21Q: 3 clusters Score -1034453 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1034500.687500 Penalty: 4433.446289
	Iteration 22Q: 3 clusters Score -1034501 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1034558.312500 Penalty: 4433.446289
	Iteration 23Q: 3 clusters Score -1034558 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1034616.125000 Penalty: 4433.446289
	Iteration 24Q: 3 clusters Score -1034616 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1034681.500000 Penalty: 4433.446289
	Iteration 25Q: 3 clusters Score -1034682 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1034742.187500 Penalty: 4433.446289
	Iteration 26Q: 3 clusters Score -1034742 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1034815.562500 Penalty: 4433.446289
	Iteration 27Q: 3 clusters Score -1034816 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1034886.187500 Penalty: 4433.446289
	Iteration 28Q: 3 clusters Score -1034886 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1034932.125000 Penalty: 4433.446289
	Iteration 29Q: 3 clusters Score -1034932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1034966.312500 Penalty: 4433.446289
	Iteration 30Q: 3 clusters Score -1034966 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1034993.500000 Penalty: 4433.446289
	Iteration 31Q: 3 clusters Score -1034994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1035017.000000 Penalty: 4433.446289
	Iteration 32Q: 3 clusters Score -1035017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1035038.000000 Penalty: 4433.446289
	Iteration 33Q: 3 clusters Score -1035038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1035054.687500 Penalty: 4433.446289
	Iteration 34Q: 3 clusters Score -1035055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1035071.687500 Penalty: 4433.446289
	Iteration 35Q: 3 clusters Score -1035072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1035081.187500 Penalty: 4433.446289
	Iteration 36Q: 3 clusters Score -1035081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1035091.000000 Penalty: 4433.446289
	Iteration 37Q: 3 clusters Score -1035091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1035098.625000 Penalty: 4433.446289
	Iteration 38Q: 3 clusters Score -1035099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1035105.812500 Penalty: 4433.446289
	Iteration 39Q: 3 clusters Score -1035106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1035111.000000 Penalty: 4433.446289
	Iteration 40F: 3 clusters Score -1035111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1035115.187500 Penalty: 4433.446289
	Iteration 41Q: 3 clusters Score -1035115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1035116.125000 Penalty: 4433.446289
	Iteration 42Q: 3 clusters Score -1035116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1035117.187500 Penalty: 4433.446289
	Iteration 43Q: 3 clusters Score -1035117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1035121.875000 Penalty: 4433.446289
	Iteration 44Q: 3 clusters Score -1035122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1035123.187500 Penalty: 4433.446289
	Iteration 45Q: 3 clusters Score -1035123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1035122.250000 Penalty: 4433.446289
	Iteration 46Q: 3 clusters Score -1035122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1035123.062500 Penalty: 4433.446289
	Iteration 47Q: 3 clusters Score -1035123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1035123.312500 Penalty: 4433.446289
	Iteration 48Q: 3 clusters Score -1035123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1035128.000000 Penalty: 4433.446289
	Iteration 49Q: 3 clusters Score -1035128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1035130.875000 Penalty: 4433.446289
	Iteration 50Q: 3 clusters Score -1035131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1035137.687500 Penalty: 4433.446289
	Iteration 51Q: 3 clusters Score -1035138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1035140.312500 Penalty: 4433.446289
	Iteration 52Q: 3 clusters Score -1035140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1035149.187500 Penalty: 4433.446289
	Iteration 53Q: 3 clusters Score -1035149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1035151.375000 Penalty: 4433.446289
	Iteration 54Q: 3 clusters Score -1035151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1035153.062500 Penalty: 4433.446289
	Iteration 55Q: 3 clusters Score -1035153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1035155.625000 Penalty: 4433.446289
	Iteration 56Q: 3 clusters Score -1035156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1035159.437500 Penalty: 4433.446289
	Iteration 57Q: 3 clusters Score -1035159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1035159.125000 Penalty: 4433.446289
	Iteration 58Q: 3 clusters Score -1035159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1035159.000000 Penalty: 4433.446289
	Iteration 59Q: 3 clusters Score -1035159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1035159.687500 Penalty: 4433.446289
	Iteration 60F: 3 clusters Score -1035160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1035160.375000 Penalty: 4433.446289
	Iteration 61Q: 3 clusters Score -1035160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1035160.562500 Penalty: 4433.446289
	Iteration 62Q: 3 clusters Score -1035161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1035164.687500 Penalty: 4433.446289
	Iteration 63Q: 3 clusters Score -1035165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1035165.187500 Penalty: 4433.446289
	Iteration 64Q: 3 clusters Score -1035165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1035166.250000 Penalty: 4433.446289
	Iteration 65Q: 3 clusters Score -1035166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1035165.687500 Penalty: 4433.446289
	Iteration 66Q: 3 clusters Score -1035166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1035164.937500 Penalty: 4433.446289
	Iteration 67Q: 3 clusters Score -1035165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1035164.937500 Penalty: 4433.446289
	Iteration 68F: 3 clusters Score -1035165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Entering Unmasked Estep 
Score: -1837826.875000 Penalty: 2352.772705
	Iteration 0F: 2 clusters Score -1837827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1828152.875000 Penalty: 4705.545410
	Iteration 0F: 3 clusters Score -1828153 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1830998.375000 Penalty: 4705.545410
	Iteration 1F: 3 clusters Score -1830998 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1831344.750000 Penalty: 4705.545410
	Iteration 2F: 3 clusters Score -1831345 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1831557.375000 Penalty: 4705.545410
	Iteration 3Q: 3 clusters Score -1831557 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1831735.250000 Penalty: 4705.545410
	Iteration 4Q: 3 clusters Score -1831735 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1831883.000000 Penalty: 4705.545410
	Iteration 5Q: 3 clusters Score -1831883 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1832036.625000 Penalty: 4705.545410
	Iteration 6Q: 3 clusters Score -1832037 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1832199.125000 Penalty: 4705.545410
	Iteration 7Q: 3 clusters Score -1832199 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1832382.000000 Penalty: 4705.545410
	Iteration 8Q: 3 clusters Score -1832382 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1832624.500000 Penalty: 4705.545410
	Iteration 9Q: 3 clusters Score -1832624 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1832936.375000 Penalty: 4705.545410
	Iteration 10Q: 3 clusters Score -1832936 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1833309.750000 Penalty: 4705.545410
	Iteration 11Q: 3 clusters Score -1833310 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1833757.000000 Penalty: 4705.545410
	Iteration 12Q: 3 clusters Score -1833757 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1834258.000000 Penalty: 4705.545410
	Iteration 13Q: 3 clusters Score -1834258 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1834740.625000 Penalty: 4705.545410
	Iteration 14Q: 3 clusters Score -1834741 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1835076.250000 Penalty: 4705.545410
	Iteration 15Q: 3 clusters Score -1835076 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1835307.125000 Penalty: 4705.545410
	Iteration 16Q: 3 clusters Score -1835307 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1835457.000000 Penalty: 4705.545410
	Iteration 17Q: 3 clusters Score -1835457 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1835563.000000 Penalty: 4705.545410
	Iteration 18Q: 3 clusters Score -1835563 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1835628.750000 Penalty: 4705.545410
	Iteration 19Q: 3 clusters Score -1835629 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1835677.500000 Penalty: 4705.545410
	Iteration 20F: 3 clusters Score -1835678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1835701.125000 Penalty: 4705.545410
	Iteration 21Q: 3 clusters Score -1835701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1835723.000000 Penalty: 4705.545410
	Iteration 22Q: 3 clusters Score -1835723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1835733.875000 Penalty: 4705.545410
	Iteration 23Q: 3 clusters Score -1835734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1835740.125000 Penalty: 4705.545410
	Iteration 24Q: 3 clusters Score -1835740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1835743.250000 Penalty: 4705.545410
	Iteration 25Q: 3 clusters Score -1835743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1835747.250000 Penalty: 4705.545410
	Iteration 26Q: 3 clusters Score -1835747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1835750.750000 Penalty: 4705.545410
	Iteration 27Q: 3 clusters Score -1835751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1835750.750000 Penalty: 4705.545410
	Iteration 28F: 3 clusters Score -1835751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -688017.875000 Penalty: 2112.709961
	Iteration 0F: 2 clusters Score -688017.9 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 2501 members 
Entering Unmasked Estep 
Score: -683497.625000 Penalty: 4225.419922
	Iteration 0F: 3 clusters Score -683497.6 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -684546.375000 Penalty: 4225.419922
	Iteration 1F: 3 clusters Score -684546.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -684743.187500 Penalty: 4225.419922
	Iteration 2F: 3 clusters Score -684743.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -684855.687500 Penalty: 4225.419922
	Iteration 3Q: 3 clusters Score -684855.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -684926.562500 Penalty: 4225.419922
	Iteration 4Q: 3 clusters Score -684926.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -684978.187500 Penalty: 4225.419922
	Iteration 5Q: 3 clusters Score -684978.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -685021.375000 Penalty: 4225.419922
	Iteration 6Q: 3 clusters Score -685021.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -685055.937500 Penalty: 4225.419922
	Iteration 7Q: 3 clusters Score -685055.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -685077.687500 Penalty: 4225.419922
	Iteration 8Q: 3 clusters Score -685077.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -685093.437500 Penalty: 4225.419922
	Iteration 9Q: 3 clusters Score -685093.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -685113.062500 Penalty: 4225.419922
	Iteration 10Q: 3 clusters Score -685113.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -685127.750000 Penalty: 4225.419922
	Iteration 11Q: 3 clusters Score -685127.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -685138.375000 Penalty: 4225.419922
	Iteration 12Q: 3 clusters Score -685138.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -685146.750000 Penalty: 4225.419922
	Iteration 13Q: 3 clusters Score -685146.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -685158.750000 Penalty: 4225.419922
	Iteration 14Q: 3 clusters Score -685158.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -685166.812500 Penalty: 4225.419922
	Iteration 15Q: 3 clusters Score -685166.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -685179.500000 Penalty: 4225.419922
	Iteration 16Q: 3 clusters Score -685179.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -685191.750000 Penalty: 4225.419922
	Iteration 17Q: 3 clusters Score -685191.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -685204.125000 Penalty: 4225.419922
	Iteration 18Q: 3 clusters Score -685204.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -685218.750000 Penalty: 4225.419922
	Iteration 19Q: 3 clusters Score -685218.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -685231.062500 Penalty: 4225.419922
	Iteration 20F: 3 clusters Score -685231.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -685242.562500 Penalty: 4225.419922
	Iteration 21Q: 3 clusters Score -685242.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -685257.750000 Penalty: 4225.419922
	Iteration 22Q: 3 clusters Score -685257.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -685270.937500 Penalty: 4225.419922
	Iteration 23Q: 3 clusters Score -685270.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -685280.812500 Penalty: 4225.419922
	Iteration 24Q: 3 clusters Score -685280.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -685285.062500 Penalty: 4225.419922
	Iteration 25Q: 3 clusters Score -685285.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -685293.312500 Penalty: 4225.419922
	Iteration 26Q: 3 clusters Score -685293.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -685296.875000 Penalty: 4225.419922
	Iteration 27Q: 3 clusters Score -685296.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -685302.562500 Penalty: 4225.419922
	Iteration 28Q: 3 clusters Score -685302.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -685303.937500 Penalty: 4225.419922
	Iteration 29Q: 3 clusters Score -685303.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -685306.187500 Penalty: 4225.419922
	Iteration 30Q: 3 clusters Score -685306.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -685310.000000 Penalty: 4225.419922
	Iteration 31Q: 3 clusters Score -685310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -685315.125000 Penalty: 4225.419922
	Iteration 32Q: 3 clusters Score -685315.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -685319.000000 Penalty: 4225.419922
	Iteration 33Q: 3 clusters Score -685319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -685325.000000 Penalty: 4225.419922
	Iteration 34Q: 3 clusters Score -685325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -685336.187500 Penalty: 4225.419922
	Iteration 35Q: 3 clusters Score -685336.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -685349.875000 Penalty: 4225.419922
	Iteration 36Q: 3 clusters Score -685349.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -685356.812500 Penalty: 4225.419922
	Iteration 37Q: 3 clusters Score -685356.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -685369.187500 Penalty: 4225.419922
	Iteration 38Q: 3 clusters Score -685369.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -685380.937500 Penalty: 4225.419922
	Iteration 39Q: 3 clusters Score -685380.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -685394.437500 Penalty: 4225.419922
	Iteration 40F: 3 clusters Score -685394.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -685416.312500 Penalty: 4225.419922
	Iteration 41Q: 3 clusters Score -685416.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -685445.125000 Penalty: 4225.419922
	Iteration 42Q: 3 clusters Score -685445.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -685485.312500 Penalty: 4225.419922
	Iteration 43Q: 3 clusters Score -685485.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -685536.250000 Penalty: 4225.419922
	Iteration 44Q: 3 clusters Score -685536.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -685583.125000 Penalty: 4225.419922
	Iteration 45Q: 3 clusters Score -685583.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -685627.500000 Penalty: 4225.419922
	Iteration 46Q: 3 clusters Score -685627.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -685666.000000 Penalty: 4225.419922
	Iteration 47Q: 3 clusters Score -685666 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -685701.812500 Penalty: 4225.419922
	Iteration 48Q: 3 clusters Score -685701.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -685737.062500 Penalty: 4225.419922
	Iteration 49Q: 3 clusters Score -685737.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -685773.312500 Penalty: 4225.419922
	Iteration 50Q: 3 clusters Score -685773.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -685804.562500 Penalty: 4225.419922
	Iteration 51Q: 3 clusters Score -685804.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -685830.125000 Penalty: 4225.419922
	Iteration 52Q: 3 clusters Score -685830.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -685856.687500 Penalty: 4225.419922
	Iteration 53Q: 3 clusters Score -685856.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -685876.625000 Penalty: 4225.419922
	Iteration 54Q: 3 clusters Score -685876.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -685888.062500 Penalty: 4225.419922
	Iteration 55Q: 3 clusters Score -685888.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -685904.937500 Penalty: 4225.419922
	Iteration 56Q: 3 clusters Score -685904.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -685921.000000 Penalty: 4225.419922
	Iteration 57Q: 3 clusters Score -685921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -685936.500000 Penalty: 4225.419922
	Iteration 58Q: 3 clusters Score -685936.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -685955.187500 Penalty: 4225.419922
	Iteration 59Q: 3 clusters Score -685955.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -685971.875000 Penalty: 4225.419922
	Iteration 60F: 3 clusters Score -685971.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -685985.250000 Penalty: 4225.419922
	Iteration 61Q: 3 clusters Score -685985.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -686001.750000 Penalty: 4225.419922
	Iteration 62Q: 3 clusters Score -686001.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -686016.312500 Penalty: 4225.419922
	Iteration 63Q: 3 clusters Score -686016.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -686031.062500 Penalty: 4225.419922
	Iteration 64Q: 3 clusters Score -686031.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -686044.062500 Penalty: 4225.419922
	Iteration 65Q: 3 clusters Score -686044.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -686061.375000 Penalty: 4225.419922
	Iteration 66Q: 3 clusters Score -686061.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -686076.562500 Penalty: 4225.419922
	Iteration 67Q: 3 clusters Score -686076.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -686085.500000 Penalty: 4225.419922
	Iteration 68Q: 3 clusters Score -686085.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -686096.687500 Penalty: 4225.419922
	Iteration 69Q: 3 clusters Score -686096.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -686106.750000 Penalty: 4225.419922
	Iteration 70Q: 3 clusters Score -686106.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -686113.625000 Penalty: 4225.419922
	Iteration 71Q: 3 clusters Score -686113.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -686122.375000 Penalty: 4225.419922
	Iteration 72Q: 3 clusters Score -686122.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -686124.812500 Penalty: 4225.419922
	Iteration 73Q: 3 clusters Score -686124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -686127.937500 Penalty: 4225.419922
	Iteration 74Q: 3 clusters Score -686127.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -686135.937500 Penalty: 4225.419922
	Iteration 75Q: 3 clusters Score -686135.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -686141.062500 Penalty: 4225.419922
	Iteration 76Q: 3 clusters Score -686141.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -686149.750000 Penalty: 4225.419922
	Iteration 77Q: 3 clusters Score -686149.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -686157.812500 Penalty: 4225.419922
	Iteration 78Q: 3 clusters Score -686157.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -686166.250000 Penalty: 4225.419922
	Iteration 79Q: 3 clusters Score -686166.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -686170.437500 Penalty: 4225.419922
	Iteration 80F: 3 clusters Score -686170.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -686176.625000 Penalty: 4225.419922
	Iteration 81Q: 3 clusters Score -686176.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -686177.000000 Penalty: 4225.419922
	Iteration 82Q: 3 clusters Score -686177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -686179.312500 Penalty: 4225.419922
	Iteration 83Q: 3 clusters Score -686179.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -686183.187500 Penalty: 4225.419922
	Iteration 84Q: 3 clusters Score -686183.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -686188.687500 Penalty: 4225.419922
	Iteration 85Q: 3 clusters Score -686188.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -686189.875000 Penalty: 4225.419922
	Iteration 86Q: 3 clusters Score -686189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -686189.937500 Penalty: 4225.419922
	Iteration 87Q: 3 clusters Score -686189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -686190.000000 Penalty: 4225.419922
	Iteration 88Q: 3 clusters Score -686190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -686190.000000 Penalty: 4225.419922
	Iteration 89F: 3 clusters Score -686190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (32919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Entering Unmasked Estep 
Score: -4471395.000000 Penalty: 2579.647705
	Iteration 0F: 2 clusters Score -4471395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -4448962.000000 Penalty: 5159.295410
	Iteration 0F: 3 clusters Score -4448962 nChanged 14919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -4457236.500000 Penalty: 5159.295410
	Iteration 1F: 3 clusters Score -4457236 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -4457817.000000 Penalty: 5159.295410
	Iteration 2Q: 3 clusters Score -4457817 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -4458572.500000 Penalty: 5159.295410
	Iteration 3Q: 3 clusters Score -4458572 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -4459485.500000 Penalty: 5159.295410
	Iteration 4Q: 3 clusters Score -4459486 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -4460584.000000 Penalty: 5159.295410
	Iteration 5Q: 3 clusters Score -4460584 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -4461580.000000 Penalty: 5159.295410
	Iteration 6Q: 3 clusters Score -4461580 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -4462568.000000 Penalty: 5159.295410
	Iteration 7Q: 3 clusters Score -4462568 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -4463505.500000 Penalty: 5159.295410
	Iteration 8Q: 3 clusters Score -4463506 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -4464396.500000 Penalty: 5159.295410
	Iteration 9Q: 3 clusters Score -4464396 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -4465208.000000 Penalty: 5159.295410
	Iteration 10Q: 3 clusters Score -4465208 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -4465883.500000 Penalty: 5159.295410
	Iteration 11Q: 3 clusters Score -4465884 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -4466473.000000 Penalty: 5159.295410
	Iteration 12Q: 3 clusters Score -4466473 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -4466950.000000 Penalty: 5159.295410
	Iteration 13Q: 3 clusters Score -4466950 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -4467338.500000 Penalty: 5159.295410
	Iteration 14Q: 3 clusters Score -4467338 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -4467679.000000 Penalty: 5159.295410
	Iteration 15Q: 3 clusters Score -4467679 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -4467939.500000 Penalty: 5159.295410
	Iteration 16Q: 3 clusters Score -4467940 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -4468163.000000 Penalty: 5159.295410
	Iteration 17Q: 3 clusters Score -4468163 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -4468327.500000 Penalty: 5159.295410
	Iteration 18Q: 3 clusters Score -4468328 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -4468487.000000 Penalty: 5159.295410
	Iteration 19Q: 3 clusters Score -4468487 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -4468592.500000 Penalty: 5159.295410
	Iteration 20F: 3 clusters Score -4468592 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -4468679.500000 Penalty: 5159.295410
	Iteration 21Q: 3 clusters Score -4468680 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -4468758.000000 Penalty: 5159.295410
	Iteration 22Q: 3 clusters Score -4468758 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -4468846.500000 Penalty: 5159.295410
	Iteration 23Q: 3 clusters Score -4468846 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -4468906.500000 Penalty: 5159.295410
	Iteration 24Q: 3 clusters Score -4468906 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -4468971.000000 Penalty: 5159.295410
	Iteration 25Q: 3 clusters Score -4468971 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -4469012.000000 Penalty: 5159.295410
	Iteration 26Q: 3 clusters Score -4469012 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -4469057.500000 Penalty: 5159.295410
	Iteration 27Q: 3 clusters Score -4469058 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -4469094.000000 Penalty: 5159.295410
	Iteration 28Q: 3 clusters Score -4469094 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -4469138.500000 Penalty: 5159.295410
	Iteration 29Q: 3 clusters Score -4469138 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -4469153.500000 Penalty: 5159.295410
	Iteration 30Q: 3 clusters Score -4469154 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -4469183.000000 Penalty: 5159.295410
	Iteration 31Q: 3 clusters Score -4469183 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -4469195.000000 Penalty: 5159.295410
	Iteration 32Q: 3 clusters Score -4469195 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -4469224.500000 Penalty: 5159.295410
	Iteration 33Q: 3 clusters Score -4469224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -4469236.500000 Penalty: 5159.295410
	Iteration 34Q: 3 clusters Score -4469236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -4469242.500000 Penalty: 5159.295410
	Iteration 35Q: 3 clusters Score -4469242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -4469252.000000 Penalty: 5159.295410
	Iteration 36Q: 3 clusters Score -4469252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -4469251.000000 Penalty: 5159.295410
	Iteration 37Q: 3 clusters Score -4469251 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -4469269.500000 Penalty: 5159.295410
	Iteration 38Q: 3 clusters Score -4469270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -4469275.000000 Penalty: 5159.295410
	Iteration 39Q: 3 clusters Score -4469275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -4469290.000000 Penalty: 5159.295410
	Iteration 40F: 3 clusters Score -4469290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -4469305.500000 Penalty: 5159.295410
	Iteration 41Q: 3 clusters Score -4469306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -4469303.500000 Penalty: 5159.295410
	Iteration 42Q: 3 clusters Score -4469304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -4469311.000000 Penalty: 5159.295410
	Iteration 43Q: 3 clusters Score -4469311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -4469315.000000 Penalty: 5159.295410
	Iteration 44Q: 3 clusters Score -4469315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -4469314.500000 Penalty: 5159.295410
	Iteration 45Q: 3 clusters Score -4469314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -4469311.500000 Penalty: 5159.295410
	Iteration 46Q: 3 clusters Score -4469312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -4469318.500000 Penalty: 5159.295410
	Iteration 47Q: 3 clusters Score -4469318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -4469318.500000 Penalty: 5159.295410
	Iteration 48Q: 3 clusters Score -4469318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -4469319.500000 Penalty: 5159.295410
	Iteration 49Q: 3 clusters Score -4469320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -4469325.500000 Penalty: 5159.295410
	Iteration 50Q: 3 clusters Score -4469326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -4469334.500000 Penalty: 5159.295410
	Iteration 51Q: 3 clusters Score -4469334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -4469335.500000 Penalty: 5159.295410
	Iteration 52Q: 3 clusters Score -4469336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -4469340.000000 Penalty: 5159.295410
	Iteration 53Q: 3 clusters Score -4469340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -4469344.000000 Penalty: 5159.295410
	Iteration 54Q: 3 clusters Score -4469344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -4469355.000000 Penalty: 5159.295410
	Iteration 55Q: 3 clusters Score -4469355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -4469364.500000 Penalty: 5159.295410
	Iteration 56Q: 3 clusters Score -4469364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -4469371.500000 Penalty: 5159.295410
	Iteration 57Q: 3 clusters Score -4469372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -4469373.500000 Penalty: 5159.295410
	Iteration 58Q: 3 clusters Score -4469374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -4469378.500000 Penalty: 5159.295410
	Iteration 59Q: 3 clusters Score -4469378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -4469384.000000 Penalty: 5159.295410
	Iteration 60F: 3 clusters Score -4469384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -4469398.000000 Penalty: 5159.295410
	Iteration 61Q: 3 clusters Score -4469398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -4469397.500000 Penalty: 5159.295410
	Iteration 62Q: 3 clusters Score -4469398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -4469399.000000 Penalty: 5159.295410
	Iteration 63Q: 3 clusters Score -4469399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -4469397.500000 Penalty: 5159.295410
	Iteration 64Q: 3 clusters Score -4469398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -4469400.000000 Penalty: 5159.295410
	Iteration 65Q: 3 clusters Score -4469400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -4469401.500000 Penalty: 5159.295410
	Iteration 66Q: 3 clusters Score -4469402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -4469404.500000 Penalty: 5159.295410
	Iteration 67Q: 3 clusters Score -4469404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -4469411.500000 Penalty: 5159.295410
	Iteration 68Q: 3 clusters Score -4469412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -4469410.000000 Penalty: 5159.295410
	Iteration 69Q: 3 clusters Score -4469410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -4469416.500000 Penalty: 5159.295410
	Iteration 70Q: 3 clusters Score -4469416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -4469415.500000 Penalty: 5159.295410
	Iteration 71Q: 3 clusters Score -4469416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -4469411.000000 Penalty: 5159.295410
	Iteration 72Q: 3 clusters Score -4469411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -4469410.000000 Penalty: 5159.295410
	Iteration 73Q: 3 clusters Score -4469410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -4469410.000000 Penalty: 5159.295410
	Iteration 74F: 3 clusters Score -4469410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -63559.605469 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -63559.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -62097.292969 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -62097.29 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62274.945312 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -62274.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -62307.980469 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -62307.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62318.406250 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -62318.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -62326.996094 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -62327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -62332.593750 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -62332.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -62337.207031 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -62337.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -62339.089844 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -62339.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -62339.089844 Penalty: 3089.341309
	Iteration 8F: 3 clusters Score -62339.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -131662.781250 Penalty: 1716.081665
	Iteration 0F: 2 clusters Score -131662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -129723.968750 Penalty: 3432.163330
	Iteration 0F: 3 clusters Score -129724 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -130025.039062 Penalty: 3432.163330
	Iteration 1F: 3 clusters Score -130025 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -130153.546875 Penalty: 3432.163330
	Iteration 2F: 3 clusters Score -130153.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -130259.343750 Penalty: 3432.163330
	Iteration 3Q: 3 clusters Score -130259.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -130316.609375 Penalty: 3432.163330
	Iteration 4Q: 3 clusters Score -130316.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -130337.500000 Penalty: 3432.163330
	Iteration 5Q: 3 clusters Score -130337.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -130356.281250 Penalty: 3432.163330
	Iteration 6Q: 3 clusters Score -130356.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -130372.781250 Penalty: 3432.163330
	Iteration 7Q: 3 clusters Score -130372.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -130386.585938 Penalty: 3432.163330
	Iteration 8Q: 3 clusters Score -130386.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -130394.554688 Penalty: 3432.163330
	Iteration 9Q: 3 clusters Score -130394.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -130403.554688 Penalty: 3432.163330
	Iteration 10Q: 3 clusters Score -130403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -130409.437500 Penalty: 3432.163330
	Iteration 11Q: 3 clusters Score -130409.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -130414.804688 Penalty: 3432.163330
	Iteration 12Q: 3 clusters Score -130414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -130417.734375 Penalty: 3432.163330
	Iteration 13Q: 3 clusters Score -130417.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -130419.945312 Penalty: 3432.163330
	Iteration 14Q: 3 clusters Score -130419.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -130424.093750 Penalty: 3432.163330
	Iteration 15Q: 3 clusters Score -130424.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -130429.492188 Penalty: 3432.163330
	Iteration 16Q: 3 clusters Score -130429.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -130434.046875 Penalty: 3432.163330
	Iteration 17Q: 3 clusters Score -130434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -130436.476562 Penalty: 3432.163330
	Iteration 18Q: 3 clusters Score -130436.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -130438.468750 Penalty: 3432.163330
	Iteration 19Q: 3 clusters Score -130438.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -130439.156250 Penalty: 3432.163330
	Iteration 20F: 3 clusters Score -130439.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2188 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229538 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197332 members 
Mstep: Class 7 contains 4298 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26036 members 
Mstep: Class 10 contains 9864 members 
Mstep: Class 11 contains 41031 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100802 members 
Mstep: Class 14 contains 281562 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 14532 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7619 members 
Mstep: Class 20 contains 13187 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32919 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820160.000000 Penalty: 82213.359375
Iteration 199Q: 25 clusters Score -1.358202e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2187 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229538 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197331 members 
Mstep: Class 7 contains 4298 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26037 members 
Mstep: Class 10 contains 9864 members 
Mstep: Class 11 contains 41032 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100798 members 
Mstep: Class 14 contains 281565 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14532 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7618 members 
Mstep: Class 20 contains 13187 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32922 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820128.000000 Penalty: 82213.359375
Iteration 200F: 25 clusters Score -1.358201e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2187 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229540 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197330 members 
Mstep: Class 7 contains 4299 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26037 members 
Mstep: Class 10 contains 9864 members 
Mstep: Class 11 contains 41033 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100796 members 
Mstep: Class 14 contains 281564 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14533 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7617 members 
Mstep: Class 20 contains 13187 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32922 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820208.000000 Penalty: 82213.359375
Iteration 201Q: 25 clusters Score -1.358202e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2187 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229539 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197331 members 
Mstep: Class 7 contains 4299 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26037 members 
Mstep: Class 10 contains 9865 members 
Mstep: Class 11 contains 41033 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100792 members 
Mstep: Class 14 contains 281568 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14534 members 
Mstep: Class 17 contains 4119 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7617 members 
Mstep: Class 20 contains 13187 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32919 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820176.000000 Penalty: 82213.359375
Iteration 202Q: 25 clusters Score -1.358202e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2187 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229540 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197333 members 
Mstep: Class 7 contains 4299 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26037 members 
Mstep: Class 10 contains 9865 members 
Mstep: Class 11 contains 41033 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100788 members 
Mstep: Class 14 contains 281569 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14535 members 
Mstep: Class 17 contains 4121 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7617 members 
Mstep: Class 20 contains 13187 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32916 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820192.000000 Penalty: 82213.359375
Iteration 203Q: 25 clusters Score -1.358202e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2187 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229538 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197333 members 
Mstep: Class 7 contains 4299 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26037 members 
Mstep: Class 10 contains 9865 members 
Mstep: Class 11 contains 41033 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100787 members 
Mstep: Class 14 contains 281571 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14536 members 
Mstep: Class 17 contains 4123 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7617 members 
Mstep: Class 20 contains 13187 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32914 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820176.000000 Penalty: 82213.359375
Iteration 204Q: 25 clusters Score -1.358202e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2187 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229538 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197333 members 
Mstep: Class 7 contains 4300 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26037 members 
Mstep: Class 10 contains 9865 members 
Mstep: Class 11 contains 41033 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100787 members 
Mstep: Class 14 contains 281570 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14537 members 
Mstep: Class 17 contains 4123 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7617 members 
Mstep: Class 20 contains 13186 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32914 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820112.000000 Penalty: 82213.359375
Iteration 205Q: 25 clusters Score -1.358201e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2187 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229538 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197333 members 
Mstep: Class 7 contains 4300 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26037 members 
Mstep: Class 10 contains 9865 members 
Mstep: Class 11 contains 41033 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100787 members 
Mstep: Class 14 contains 281570 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14537 members 
Mstep: Class 17 contains 4123 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7617 members 
Mstep: Class 20 contains 13186 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32914 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135820112.000000 Penalty: 82213.359375
Iteration 206F: 25 clusters Score -1.358201e+08 nChanged 0
Entering ConstructFrom: 
Score: -135820112.000000 Penalty: 82213.359375
Entering ConstructFrom: 
Trying to split cluster 1 (13046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Entering Unmasked Estep 
Score: -1739628.625000 Penalty: 2350.106934
	Iteration 0F: 2 clusters Score -1739629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1730066.125000 Penalty: 4700.213867
	Iteration 0F: 3 clusters Score -1730066 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1733222.750000 Penalty: 4700.213867
	Iteration 1F: 3 clusters Score -1733223 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1733750.500000 Penalty: 4700.213867
	Iteration 2F: 3 clusters Score -1733750 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1734216.625000 Penalty: 4700.213867
	Iteration 3F: 3 clusters Score -1734217 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1734646.750000 Penalty: 4700.213867
	Iteration 4F: 3 clusters Score -1734647 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1735029.125000 Penalty: 4700.213867
	Iteration 5Q: 3 clusters Score -1735029 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1735352.125000 Penalty: 4700.213867
	Iteration 6Q: 3 clusters Score -1735352 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1735659.000000 Penalty: 4700.213867
	Iteration 7Q: 3 clusters Score -1735659 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1735932.125000 Penalty: 4700.213867
	Iteration 8Q: 3 clusters Score -1735932 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1736152.250000 Penalty: 4700.213867
	Iteration 9Q: 3 clusters Score -1736152 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1736344.375000 Penalty: 4700.213867
	Iteration 10Q: 3 clusters Score -1736344 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1736518.125000 Penalty: 4700.213867
	Iteration 11Q: 3 clusters Score -1736518 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1736672.875000 Penalty: 4700.213867
	Iteration 12Q: 3 clusters Score -1736673 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1736818.375000 Penalty: 4700.213867
	Iteration 13Q: 3 clusters Score -1736818 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1736966.875000 Penalty: 4700.213867
	Iteration 14Q: 3 clusters Score -1736967 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1737114.375000 Penalty: 4700.213867
	Iteration 15Q: 3 clusters Score -1737114 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1737244.375000 Penalty: 4700.213867
	Iteration 16Q: 3 clusters Score -1737244 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1737366.250000 Penalty: 4700.213867
	Iteration 17Q: 3 clusters Score -1737366 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1737482.750000 Penalty: 4700.213867
	Iteration 18Q: 3 clusters Score -1737483 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1737576.750000 Penalty: 4700.213867
	Iteration 19Q: 3 clusters Score -1737577 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1737651.750000 Penalty: 4700.213867
	Iteration 20F: 3 clusters Score -1737652 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1737717.125000 Penalty: 4700.213867
	Iteration 21Q: 3 clusters Score -1737717 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1737749.625000 Penalty: 4700.213867
	Iteration 22Q: 3 clusters Score -1737750 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1737783.375000 Penalty: 4700.213867
	Iteration 23Q: 3 clusters Score -1737783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1737805.500000 Penalty: 4700.213867
	Iteration 24Q: 3 clusters Score -1737806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1737826.375000 Penalty: 4700.213867
	Iteration 25Q: 3 clusters Score -1737826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1737844.125000 Penalty: 4700.213867
	Iteration 26Q: 3 clusters Score -1737844 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1737862.125000 Penalty: 4700.213867
	Iteration 27Q: 3 clusters Score -1737862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1737876.500000 Penalty: 4700.213867
	Iteration 28Q: 3 clusters Score -1737876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1737890.375000 Penalty: 4700.213867
	Iteration 29Q: 3 clusters Score -1737890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1737906.125000 Penalty: 4700.213867
	Iteration 30Q: 3 clusters Score -1737906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1737908.250000 Penalty: 4700.213867
	Iteration 31Q: 3 clusters Score -1737908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1737911.500000 Penalty: 4700.213867
	Iteration 32Q: 3 clusters Score -1737912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1737914.500000 Penalty: 4700.213867
	Iteration 33Q: 3 clusters Score -1737914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1737923.625000 Penalty: 4700.213867
	Iteration 34Q: 3 clusters Score -1737924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1737928.750000 Penalty: 4700.213867
	Iteration 35Q: 3 clusters Score -1737929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1737933.000000 Penalty: 4700.213867
	Iteration 36Q: 3 clusters Score -1737933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1737938.875000 Penalty: 4700.213867
	Iteration 37Q: 3 clusters Score -1737939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1737941.750000 Penalty: 4700.213867
	Iteration 38Q: 3 clusters Score -1737942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1737947.000000 Penalty: 4700.213867
	Iteration 39Q: 3 clusters Score -1737947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1737950.000000 Penalty: 4700.213867
	Iteration 40F: 3 clusters Score -1737950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1737953.875000 Penalty: 4700.213867
	Iteration 41Q: 3 clusters Score -1737954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1737956.375000 Penalty: 4700.213867
	Iteration 42Q: 3 clusters Score -1737956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1737958.250000 Penalty: 4700.213867
	Iteration 43Q: 3 clusters Score -1737958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1737959.625000 Penalty: 4700.213867
	Iteration 44Q: 3 clusters Score -1737960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1737959.375000 Penalty: 4700.213867
	Iteration 45Q: 3 clusters Score -1737959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1737964.250000 Penalty: 4700.213867
	Iteration 46Q: 3 clusters Score -1737964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1737963.750000 Penalty: 4700.213867
	Iteration 47Q: 3 clusters Score -1737964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1737966.625000 Penalty: 4700.213867
	Iteration 48Q: 3 clusters Score -1737967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1737969.250000 Penalty: 4700.213867
	Iteration 49Q: 3 clusters Score -1737969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1737971.500000 Penalty: 4700.213867
	Iteration 50Q: 3 clusters Score -1737972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1737973.750000 Penalty: 4700.213867
	Iteration 51Q: 3 clusters Score -1737974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1737977.625000 Penalty: 4700.213867
	Iteration 52Q: 3 clusters Score -1737978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1737983.500000 Penalty: 4700.213867
	Iteration 53Q: 3 clusters Score -1737984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1737985.875000 Penalty: 4700.213867
	Iteration 54Q: 3 clusters Score -1737986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1737985.875000 Penalty: 4700.213867
	Iteration 55F: 3 clusters Score -1737986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -306826.750000 Penalty: 1907.190918
	Iteration 0F: 2 clusters Score -306826.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -304062.843750 Penalty: 3814.381836
	Iteration 0F: 3 clusters Score -304062.8 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -304570.406250 Penalty: 3814.381836
	Iteration 1F: 3 clusters Score -304570.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -304689.656250 Penalty: 3814.381836
	Iteration 2F: 3 clusters Score -304689.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -304766.437500 Penalty: 3814.381836
	Iteration 3Q: 3 clusters Score -304766.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -304821.281250 Penalty: 3814.381836
	Iteration 4Q: 3 clusters Score -304821.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -304857.656250 Penalty: 3814.381836
	Iteration 5Q: 3 clusters Score -304857.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -304876.468750 Penalty: 3814.381836
	Iteration 6Q: 3 clusters Score -304876.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -304885.343750 Penalty: 3814.381836
	Iteration 7Q: 3 clusters Score -304885.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -304892.593750 Penalty: 3814.381836
	Iteration 8Q: 3 clusters Score -304892.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -304902.531250 Penalty: 3814.381836
	Iteration 9Q: 3 clusters Score -304902.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -304908.031250 Penalty: 3814.381836
	Iteration 10Q: 3 clusters Score -304908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -304913.562500 Penalty: 3814.381836
	Iteration 11Q: 3 clusters Score -304913.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -304920.031250 Penalty: 3814.381836
	Iteration 12Q: 3 clusters Score -304920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -304926.062500 Penalty: 3814.381836
	Iteration 13Q: 3 clusters Score -304926.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -304932.250000 Penalty: 3814.381836
	Iteration 14Q: 3 clusters Score -304932.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -304937.625000 Penalty: 3814.381836
	Iteration 15Q: 3 clusters Score -304937.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -304939.937500 Penalty: 3814.381836
	Iteration 16Q: 3 clusters Score -304939.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -304941.343750 Penalty: 3814.381836
	Iteration 17Q: 3 clusters Score -304941.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -304947.187500 Penalty: 3814.381836
	Iteration 18Q: 3 clusters Score -304947.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -304948.781250 Penalty: 3814.381836
	Iteration 19Q: 3 clusters Score -304948.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -304952.375000 Penalty: 3814.381836
	Iteration 20F: 3 clusters Score -304952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -304953.375000 Penalty: 3814.381836
	Iteration 21Q: 3 clusters Score -304953.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -304953.906250 Penalty: 3814.381836
	Iteration 22Q: 3 clusters Score -304953.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -304955.875000 Penalty: 3814.381836
	Iteration 23Q: 3 clusters Score -304955.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -304957.218750 Penalty: 3814.381836
	Iteration 24Q: 3 clusters Score -304957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -304957.500000 Penalty: 3814.381836
	Iteration 25Q: 3 clusters Score -304957.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -304957.500000 Penalty: 3814.381836
	Iteration 26F: 3 clusters Score -304957.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -55102.945312 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -55102.95 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 240 members 
Entering Unmasked Estep 
Score: -53646.859375 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -53646.86 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -53832.144531 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -53832.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -53945.671875 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -53945.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -53993.238281 Penalty: 3034.576172
	Iteration 3Q: 3 clusters Score -53993.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54027.250000 Penalty: 3034.576172
	Iteration 4Q: 3 clusters Score -54027.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54053.441406 Penalty: 3034.576172
	Iteration 5Q: 3 clusters Score -54053.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54073.472656 Penalty: 3034.576172
	Iteration 6Q: 3 clusters Score -54073.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54087.449219 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -54087.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54092.683594 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -54092.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54095.199219 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -54095.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54095.199219 Penalty: 3034.576172
	Iteration 10F: 3 clusters Score -54095.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (229538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229538 members 
Entering Unmasked Estep 
Score: -31965624.000000 Penalty: 3061.268311
	Iteration 0F: 2 clusters Score -3.196562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114594 members 
Mstep: Class 2 contains 114944 members 
Entering Unmasked Estep 
Score: -31831580.000000 Penalty: 6122.536621
	Iteration 0F: 3 clusters Score -3.183158e+07 nChanged 110549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109929 members 
Mstep: Class 2 contains 119609 members 
Entering Unmasked Estep 
Score: -31896920.000000 Penalty: 6122.536621
	Iteration 1F: 3 clusters Score -3.189692e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107199 members 
Mstep: Class 2 contains 122339 members 
Entering Unmasked Estep 
Score: -31898384.000000 Penalty: 6122.536621
	Iteration 2Q: 3 clusters Score -3.189838e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103011 members 
Mstep: Class 2 contains 126527 members 
Entering Unmasked Estep 
Score: -31900890.000000 Penalty: 6122.536621
	Iteration 3Q: 3 clusters Score -3.190089e+07 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96994 members 
Mstep: Class 2 contains 132544 members 
Entering Unmasked Estep 
Score: -31904314.000000 Penalty: 6122.536621
	Iteration 4Q: 3 clusters Score -3.190431e+07 nChanged 11901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88855 members 
Mstep: Class 2 contains 140683 members 
Entering Unmasked Estep 
Score: -31909132.000000 Penalty: 6122.536621
	Iteration 5F: 3 clusters Score -3.190913e+07 nChanged 13854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79059 members 
Mstep: Class 2 contains 150479 members 
Entering Unmasked Estep 
Score: -31916024.000000 Penalty: 6122.536621
	Iteration 6F: 3 clusters Score -3.191602e+07 nChanged 14758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69289 members 
Mstep: Class 2 contains 160249 members 
Entering Unmasked Estep 
Score: -31924982.000000 Penalty: 6122.536621
	Iteration 7F: 3 clusters Score -3.192498e+07 nChanged 14138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 167741 members 
Entering Unmasked Estep 
Score: -31933580.000000 Penalty: 6122.536621
	Iteration 8F: 3 clusters Score -3.193358e+07 nChanged 12139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 171238 members 
Entering Unmasked Estep 
Score: -31939940.000000 Penalty: 6122.536621
	Iteration 9F: 3 clusters Score -3.193994e+07 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57475 members 
Mstep: Class 2 contains 172063 members 
Entering Unmasked Estep 
Score: -31942238.000000 Penalty: 6122.536621
	Iteration 10Q: 3 clusters Score -3.194224e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 171942 members 
Entering Unmasked Estep 
Score: -31942710.000000 Penalty: 6122.536621
	Iteration 11Q: 3 clusters Score -3.194271e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 171695 members 
Entering Unmasked Estep 
Score: -31942576.000000 Penalty: 6122.536621
	Iteration 12Q: 3 clusters Score -3.194258e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 171153 members 
Entering Unmasked Estep 
Score: -31942450.000000 Penalty: 6122.536621
	Iteration 13Q: 3 clusters Score -3.194245e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 170480 members 
Entering Unmasked Estep 
Score: -31942346.000000 Penalty: 6122.536621
	Iteration 14Q: 3 clusters Score -3.194235e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59817 members 
Mstep: Class 2 contains 169721 members 
Entering Unmasked Estep 
Score: -31942410.000000 Penalty: 6122.536621
	Iteration 15Q: 3 clusters Score -3.194241e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 168828 members 
Entering Unmasked Estep 
Score: -31942268.000000 Penalty: 6122.536621
	Iteration 16Q: 3 clusters Score -3.194227e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 167826 members 
Entering Unmasked Estep 
Score: -31942288.000000 Penalty: 6122.536621
	Iteration 17Q: 3 clusters Score -3.194229e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 166744 members 
Entering Unmasked Estep 
Score: -31942368.000000 Penalty: 6122.536621
	Iteration 18Q: 3 clusters Score -3.194237e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 165565 members 
Entering Unmasked Estep 
Score: -31942388.000000 Penalty: 6122.536621
	Iteration 19Q: 3 clusters Score -3.194239e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 164309 members 
Entering Unmasked Estep 
Score: -31942298.000000 Penalty: 6122.536621
	Iteration 20F: 3 clusters Score -3.19423e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 162957 members 
Entering Unmasked Estep 
Score: -31942340.000000 Penalty: 6122.536621
	Iteration 21Q: 3 clusters Score -3.194234e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 161450 members 
Entering Unmasked Estep 
Score: -31942278.000000 Penalty: 6122.536621
	Iteration 22Q: 3 clusters Score -3.194228e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69618 members 
Mstep: Class 2 contains 159920 members 
Entering Unmasked Estep 
Score: -31942286.000000 Penalty: 6122.536621
	Iteration 23Q: 3 clusters Score -3.194229e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 158288 members 
Entering Unmasked Estep 
Score: -31942122.000000 Penalty: 6122.536621
	Iteration 24Q: 3 clusters Score -3.194212e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72980 members 
Mstep: Class 2 contains 156558 members 
Entering Unmasked Estep 
Score: -31942020.000000 Penalty: 6122.536621
	Iteration 25Q: 3 clusters Score -3.194202e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74718 members 
Mstep: Class 2 contains 154820 members 
Entering Unmasked Estep 
Score: -31942110.000000 Penalty: 6122.536621
	Iteration 26Q: 3 clusters Score -3.194211e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76492 members 
Mstep: Class 2 contains 153046 members 
Entering Unmasked Estep 
Score: -31942166.000000 Penalty: 6122.536621
	Iteration 27Q: 3 clusters Score -3.194217e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78230 members 
Mstep: Class 2 contains 151308 members 
Entering Unmasked Estep 
Score: -31942272.000000 Penalty: 6122.536621
	Iteration 28Q: 3 clusters Score -3.194227e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79997 members 
Mstep: Class 2 contains 149541 members 
Entering Unmasked Estep 
Score: -31942282.000000 Penalty: 6122.536621
	Iteration 29Q: 3 clusters Score -3.194228e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81808 members 
Mstep: Class 2 contains 147730 members 
Entering Unmasked Estep 
Score: -31942452.000000 Penalty: 6122.536621
	Iteration 30Q: 3 clusters Score -3.194245e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83622 members 
Mstep: Class 2 contains 145916 members 
Entering Unmasked Estep 
Score: -31942352.000000 Penalty: 6122.536621
	Iteration 31Q: 3 clusters Score -3.194235e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85446 members 
Mstep: Class 2 contains 144092 members 
Entering Unmasked Estep 
Score: -31942346.000000 Penalty: 6122.536621
	Iteration 32Q: 3 clusters Score -3.194235e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87330 members 
Mstep: Class 2 contains 142208 members 
Entering Unmasked Estep 
Score: -31942540.000000 Penalty: 6122.536621
	Iteration 33Q: 3 clusters Score -3.194254e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89071 members 
Mstep: Class 2 contains 140467 members 
Entering Unmasked Estep 
Score: -31942688.000000 Penalty: 6122.536621
	Iteration 34Q: 3 clusters Score -3.194269e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90713 members 
Mstep: Class 2 contains 138825 members 
Entering Unmasked Estep 
Score: -31942766.000000 Penalty: 6122.536621
	Iteration 35Q: 3 clusters Score -3.194277e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92289 members 
Mstep: Class 2 contains 137249 members 
Entering Unmasked Estep 
Score: -31942760.000000 Penalty: 6122.536621
	Iteration 36Q: 3 clusters Score -3.194276e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93795 members 
Mstep: Class 2 contains 135743 members 
Entering Unmasked Estep 
Score: -31942734.000000 Penalty: 6122.536621
	Iteration 37Q: 3 clusters Score -3.194273e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95296 members 
Mstep: Class 2 contains 134242 members 
Entering Unmasked Estep 
Score: -31942924.000000 Penalty: 6122.536621
	Iteration 38Q: 3 clusters Score -3.194292e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96773 members 
Mstep: Class 2 contains 132765 members 
Entering Unmasked Estep 
Score: -31943034.000000 Penalty: 6122.536621
	Iteration 39Q: 3 clusters Score -3.194303e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98197 members 
Mstep: Class 2 contains 131341 members 
Entering Unmasked Estep 
Score: -31942930.000000 Penalty: 6122.536621
	Iteration 40F: 3 clusters Score -3.194293e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99720 members 
Mstep: Class 2 contains 129818 members 
Entering Unmasked Estep 
Score: -31942914.000000 Penalty: 6122.536621
	Iteration 41Q: 3 clusters Score -3.194291e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101193 members 
Mstep: Class 2 contains 128345 members 
Entering Unmasked Estep 
Score: -31943120.000000 Penalty: 6122.536621
	Iteration 42Q: 3 clusters Score -3.194312e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102671 members 
Mstep: Class 2 contains 126867 members 
Entering Unmasked Estep 
Score: -31943188.000000 Penalty: 6122.536621
	Iteration 43Q: 3 clusters Score -3.194319e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104071 members 
Mstep: Class 2 contains 125467 members 
Entering Unmasked Estep 
Score: -31943198.000000 Penalty: 6122.536621
	Iteration 44Q: 3 clusters Score -3.19432e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105420 members 
Mstep: Class 2 contains 124118 members 
Entering Unmasked Estep 
Score: -31943164.000000 Penalty: 6122.536621
	Iteration 45Q: 3 clusters Score -3.194316e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106563 members 
Mstep: Class 2 contains 122975 members 
Entering Unmasked Estep 
Score: -31943170.000000 Penalty: 6122.536621
	Iteration 46Q: 3 clusters Score -3.194317e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107712 members 
Mstep: Class 2 contains 121826 members 
Entering Unmasked Estep 
Score: -31943286.000000 Penalty: 6122.536621
	Iteration 47Q: 3 clusters Score -3.194329e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108807 members 
Mstep: Class 2 contains 120731 members 
Entering Unmasked Estep 
Score: -31943486.000000 Penalty: 6122.536621
	Iteration 48Q: 3 clusters Score -3.194349e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109890 members 
Mstep: Class 2 contains 119648 members 
Entering Unmasked Estep 
Score: -31943558.000000 Penalty: 6122.536621
	Iteration 49Q: 3 clusters Score -3.194356e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110947 members 
Mstep: Class 2 contains 118591 members 
Entering Unmasked Estep 
Score: -31943584.000000 Penalty: 6122.536621
	Iteration 50Q: 3 clusters Score -3.194358e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111894 members 
Mstep: Class 2 contains 117644 members 
Entering Unmasked Estep 
Score: -31943688.000000 Penalty: 6122.536621
	Iteration 51Q: 3 clusters Score -3.194369e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112797 members 
Mstep: Class 2 contains 116741 members 
Entering Unmasked Estep 
Score: -31943750.000000 Penalty: 6122.536621
	Iteration 52Q: 3 clusters Score -3.194375e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113764 members 
Mstep: Class 2 contains 115774 members 
Entering Unmasked Estep 
Score: -31943846.000000 Penalty: 6122.536621
	Iteration 53Q: 3 clusters Score -3.194385e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114765 members 
Mstep: Class 2 contains 114773 members 
Entering Unmasked Estep 
Score: -31944052.000000 Penalty: 6122.536621
	Iteration 54Q: 3 clusters Score -3.194405e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115814 members 
Mstep: Class 2 contains 113724 members 
Entering Unmasked Estep 
Score: -31944060.000000 Penalty: 6122.536621
	Iteration 55Q: 3 clusters Score -3.194406e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116911 members 
Mstep: Class 2 contains 112627 members 
Entering Unmasked Estep 
Score: -31944136.000000 Penalty: 6122.536621
	Iteration 56Q: 3 clusters Score -3.194414e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118015 members 
Mstep: Class 2 contains 111523 members 
Entering Unmasked Estep 
Score: -31944256.000000 Penalty: 6122.536621
	Iteration 57Q: 3 clusters Score -3.194426e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119128 members 
Mstep: Class 2 contains 110410 members 
Entering Unmasked Estep 
Score: -31944356.000000 Penalty: 6122.536621
	Iteration 58Q: 3 clusters Score -3.194436e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120441 members 
Mstep: Class 2 contains 109097 members 
Entering Unmasked Estep 
Score: -31944346.000000 Penalty: 6122.536621
	Iteration 59Q: 3 clusters Score -3.194435e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121992 members 
Mstep: Class 2 contains 107546 members 
Entering Unmasked Estep 
Score: -31944270.000000 Penalty: 6122.536621
	Iteration 60F: 3 clusters Score -3.194427e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123690 members 
Mstep: Class 2 contains 105848 members 
Entering Unmasked Estep 
Score: -31944434.000000 Penalty: 6122.536621
	Iteration 61Q: 3 clusters Score -3.194443e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125682 members 
Mstep: Class 2 contains 103856 members 
Entering Unmasked Estep 
Score: -31944490.000000 Penalty: 6122.536621
	Iteration 62Q: 3 clusters Score -3.194449e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128109 members 
Mstep: Class 2 contains 101429 members 
Entering Unmasked Estep 
Score: -31944638.000000 Penalty: 6122.536621
	Iteration 63Q: 3 clusters Score -3.194464e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130966 members 
Mstep: Class 2 contains 98572 members 
Entering Unmasked Estep 
Score: -31944986.000000 Penalty: 6122.536621
	Iteration 64Q: 3 clusters Score -3.194499e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134293 members 
Mstep: Class 2 contains 95245 members 
Entering Unmasked Estep 
Score: -31945182.000000 Penalty: 6122.536621
	Iteration 65Q: 3 clusters Score -3.194518e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138302 members 
Mstep: Class 2 contains 91236 members 
Entering Unmasked Estep 
Score: -31945268.000000 Penalty: 6122.536621
	Iteration 66Q: 3 clusters Score -3.194527e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143134 members 
Mstep: Class 2 contains 86404 members 
Entering Unmasked Estep 
Score: -31945794.000000 Penalty: 6122.536621
	Iteration 67Q: 3 clusters Score -3.194579e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148805 members 
Mstep: Class 2 contains 80733 members 
Entering Unmasked Estep 
Score: -31946254.000000 Penalty: 6122.536621
	Iteration 68Q: 3 clusters Score -3.194625e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155648 members 
Mstep: Class 2 contains 73890 members 
Entering Unmasked Estep 
Score: -31946896.000000 Penalty: 6122.536621
	Iteration 69Q: 3 clusters Score -3.19469e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163750 members 
Mstep: Class 2 contains 65788 members 
Entering Unmasked Estep 
Score: -31947710.000000 Penalty: 6122.536621
	Iteration 70Q: 3 clusters Score -3.194771e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173017 members 
Mstep: Class 2 contains 56521 members 
Entering Unmasked Estep 
Score: -31948634.000000 Penalty: 6122.536621
	Iteration 71Q: 3 clusters Score -3.194863e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182938 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -31949910.000000 Penalty: 6122.536621
	Iteration 72Q: 3 clusters Score -3.194991e+07 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192439 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -31951180.000000 Penalty: 6122.536621
	Iteration 73Q: 3 clusters Score -3.195118e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200648 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -31951548.000000 Penalty: 6122.536621
	Iteration 74Q: 3 clusters Score -3.195155e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206956 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -31951980.000000 Penalty: 6122.536621
	Iteration 75Q: 3 clusters Score -3.195198e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211778 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -31952008.000000 Penalty: 6122.536621
	Iteration 76Q: 3 clusters Score -3.195201e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215366 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -31953318.000000 Penalty: 6122.536621
	Iteration 77Q: 3 clusters Score -3.195332e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218058 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -31954452.000000 Penalty: 6122.536621
	Iteration 78Q: 3 clusters Score -3.195445e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219988 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -31955530.000000 Penalty: 6122.536621
	Iteration 79Q: 3 clusters Score -3.195553e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221389 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -31958734.000000 Penalty: 6122.536621
	Iteration 80F: 3 clusters Score -3.195873e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224794 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -31961070.000000 Penalty: 6122.536621
	Iteration 81Q: 3 clusters Score -3.196107e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226148 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -31962156.000000 Penalty: 6122.536621
	Iteration 82Q: 3 clusters Score -3.196216e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226848 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -31962734.000000 Penalty: 6122.536621
	Iteration 83Q: 3 clusters Score -3.196273e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227245 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -31963088.000000 Penalty: 6122.536621
	Iteration 84Q: 3 clusters Score -3.196309e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227486 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -31963290.000000 Penalty: 6122.536621
	Iteration 85Q: 3 clusters Score -3.196329e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227644 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -31963396.000000 Penalty: 6122.536621
	Iteration 86Q: 3 clusters Score -3.19634e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227753 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -31963518.000000 Penalty: 6122.536621
	Iteration 87Q: 3 clusters Score -3.196352e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227848 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -31963550.000000 Penalty: 6122.536621
	Iteration 88Q: 3 clusters Score -3.196355e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227892 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -31963612.000000 Penalty: 6122.536621
	Iteration 89Q: 3 clusters Score -3.196361e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227916 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -31963584.000000 Penalty: 6122.536621
	Iteration 90Q: 3 clusters Score -3.196358e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227950 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -31963600.000000 Penalty: 6122.536621
	Iteration 91Q: 3 clusters Score -3.19636e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227965 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -31963620.000000 Penalty: 6122.536621
	Iteration 92Q: 3 clusters Score -3.196362e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227986 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -31963660.000000 Penalty: 6122.536621
	Iteration 93Q: 3 clusters Score -3.196366e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228003 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -31963632.000000 Penalty: 6122.536621
	Iteration 94Q: 3 clusters Score -3.196363e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228011 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -31963644.000000 Penalty: 6122.536621
	Iteration 95Q: 3 clusters Score -3.196364e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228021 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -31963656.000000 Penalty: 6122.536621
	Iteration 96Q: 3 clusters Score -3.196366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228031 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -31963646.000000 Penalty: 6122.536621
	Iteration 97Q: 3 clusters Score -3.196365e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228042 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -31963650.000000 Penalty: 6122.536621
	Iteration 98Q: 3 clusters Score -3.196365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228048 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -31963650.000000 Penalty: 6122.536621
	Iteration 99Q: 3 clusters Score -3.196365e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228058 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -31963676.000000 Penalty: 6122.536621
	Iteration 100F: 3 clusters Score -3.196368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228064 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -31963680.000000 Penalty: 6122.536621
	Iteration 101Q: 3 clusters Score -3.196368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228071 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -31963700.000000 Penalty: 6122.536621
	Iteration 102Q: 3 clusters Score -3.19637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228075 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -31963692.000000 Penalty: 6122.536621
	Iteration 103Q: 3 clusters Score -3.196369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228076 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -31963678.000000 Penalty: 6122.536621
	Iteration 104Q: 3 clusters Score -3.196368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228077 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -31963672.000000 Penalty: 6122.536621
	Iteration 105Q: 3 clusters Score -3.196367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228079 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -31963664.000000 Penalty: 6122.536621
	Iteration 106Q: 3 clusters Score -3.196366e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228086 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -31963666.000000 Penalty: 6122.536621
	Iteration 107Q: 3 clusters Score -3.196367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228095 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -31963684.000000 Penalty: 6122.536621
	Iteration 108Q: 3 clusters Score -3.196368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228099 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -31963694.000000 Penalty: 6122.536621
	Iteration 109Q: 3 clusters Score -3.196369e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228113 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -31963710.000000 Penalty: 6122.536621
	Iteration 110Q: 3 clusters Score -3.196371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228121 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -31963684.000000 Penalty: 6122.536621
	Iteration 111Q: 3 clusters Score -3.196368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228129 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -31963696.000000 Penalty: 6122.536621
	Iteration 112Q: 3 clusters Score -3.19637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228132 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -31963710.000000 Penalty: 6122.536621
	Iteration 113Q: 3 clusters Score -3.196371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228133 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -31963714.000000 Penalty: 6122.536621
	Iteration 114Q: 3 clusters Score -3.196371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228132 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -31963710.000000 Penalty: 6122.536621
	Iteration 115Q: 3 clusters Score -3.196371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228135 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -31963698.000000 Penalty: 6122.536621
	Iteration 116Q: 3 clusters Score -3.19637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228137 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -31963706.000000 Penalty: 6122.536621
	Iteration 117Q: 3 clusters Score -3.196371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228138 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -31963704.000000 Penalty: 6122.536621
	Iteration 118Q: 3 clusters Score -3.19637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228139 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -31963712.000000 Penalty: 6122.536621
	Iteration 119Q: 3 clusters Score -3.196371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228139 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -31963712.000000 Penalty: 6122.536621
	Iteration 120F: 3 clusters Score -3.196371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Entering Unmasked Estep 
Score: -446397.093750 Penalty: 2016.765503
	Iteration 0F: 2 clusters Score -446397.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -442903.625000 Penalty: 4033.531006
	Iteration 0F: 3 clusters Score -442903.6 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -443652.812500 Penalty: 4033.531006
	Iteration 1F: 3 clusters Score -443652.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -443811.093750 Penalty: 4033.531006
	Iteration 2F: 3 clusters Score -443811.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -443900.750000 Penalty: 4033.531006
	Iteration 3Q: 3 clusters Score -443900.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -443955.437500 Penalty: 4033.531006
	Iteration 4Q: 3 clusters Score -443955.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -444003.187500 Penalty: 4033.531006
	Iteration 5Q: 3 clusters Score -444003.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -444034.812500 Penalty: 4033.531006
	Iteration 6Q: 3 clusters Score -444034.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -444064.406250 Penalty: 4033.531006
	Iteration 7Q: 3 clusters Score -444064.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -444090.593750 Penalty: 4033.531006
	Iteration 8Q: 3 clusters Score -444090.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -444126.187500 Penalty: 4033.531006
	Iteration 9Q: 3 clusters Score -444126.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -444166.625000 Penalty: 4033.531006
	Iteration 10Q: 3 clusters Score -444166.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -444221.531250 Penalty: 4033.531006
	Iteration 11Q: 3 clusters Score -444221.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -444272.437500 Penalty: 4033.531006
	Iteration 12Q: 3 clusters Score -444272.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -444322.343750 Penalty: 4033.531006
	Iteration 13Q: 3 clusters Score -444322.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -444372.812500 Penalty: 4033.531006
	Iteration 14Q: 3 clusters Score -444372.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -444435.750000 Penalty: 4033.531006
	Iteration 15Q: 3 clusters Score -444435.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -444498.125000 Penalty: 4033.531006
	Iteration 16Q: 3 clusters Score -444498.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -444552.937500 Penalty: 4033.531006
	Iteration 17Q: 3 clusters Score -444552.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -444613.593750 Penalty: 4033.531006
	Iteration 18Q: 3 clusters Score -444613.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -444664.843750 Penalty: 4033.531006
	Iteration 19Q: 3 clusters Score -444664.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -444724.156250 Penalty: 4033.531006
	Iteration 20F: 3 clusters Score -444724.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -444790.062500 Penalty: 4033.531006
	Iteration 21Q: 3 clusters Score -444790.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -444853.781250 Penalty: 4033.531006
	Iteration 22Q: 3 clusters Score -444853.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -444910.031250 Penalty: 4033.531006
	Iteration 23Q: 3 clusters Score -444910 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -444949.968750 Penalty: 4033.531006
	Iteration 24Q: 3 clusters Score -444950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -444978.562500 Penalty: 4033.531006
	Iteration 25Q: 3 clusters Score -444978.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -444995.187500 Penalty: 4033.531006
	Iteration 26Q: 3 clusters Score -444995.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -445005.000000 Penalty: 4033.531006
	Iteration 27Q: 3 clusters Score -445005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -445020.000000 Penalty: 4033.531006
	Iteration 28Q: 3 clusters Score -445020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -445038.062500 Penalty: 4033.531006
	Iteration 29Q: 3 clusters Score -445038.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -445053.500000 Penalty: 4033.531006
	Iteration 30Q: 3 clusters Score -445053.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -445065.625000 Penalty: 4033.531006
	Iteration 31Q: 3 clusters Score -445065.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -445071.250000 Penalty: 4033.531006
	Iteration 32Q: 3 clusters Score -445071.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -445073.000000 Penalty: 4033.531006
	Iteration 33Q: 3 clusters Score -445073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -445074.562500 Penalty: 4033.531006
	Iteration 34Q: 3 clusters Score -445074.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -445074.562500 Penalty: 4033.531006
	Iteration 35F: 3 clusters Score -445074.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (197333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197333 members 
Entering Unmasked Estep 
Score: -27584574.000000 Penalty: 3023.776611
	Iteration 0F: 2 clusters Score -2.758457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98418 members 
Mstep: Class 2 contains 98915 members 
Entering Unmasked Estep 
Score: -27463222.000000 Penalty: 6047.553223
	Iteration 0F: 3 clusters Score -2.746322e+07 nChanged 94726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92932 members 
Mstep: Class 2 contains 104401 members 
Entering Unmasked Estep 
Score: -27519078.000000 Penalty: 6047.553223
	Iteration 1F: 3 clusters Score -2.751908e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88908 members 
Mstep: Class 2 contains 108425 members 
Entering Unmasked Estep 
Score: -27520594.000000 Penalty: 6047.553223
	Iteration 2Q: 3 clusters Score -2.752059e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82894 members 
Mstep: Class 2 contains 114439 members 
Entering Unmasked Estep 
Score: -27522844.000000 Penalty: 6047.553223
	Iteration 3Q: 3 clusters Score -2.752284e+07 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74028 members 
Mstep: Class 2 contains 123305 members 
Entering Unmasked Estep 
Score: -27527178.000000 Penalty: 6047.553223
	Iteration 4Q: 3 clusters Score -2.752718e+07 nChanged 13084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61402 members 
Mstep: Class 2 contains 135931 members 
Entering Unmasked Estep 
Score: -27534332.000000 Penalty: 6047.553223
	Iteration 5F: 3 clusters Score -2.753433e+07 nChanged 16492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 152191 members 
Entering Unmasked Estep 
Score: -27545744.000000 Penalty: 6047.553223
	Iteration 6F: 3 clusters Score -2.754574e+07 nChanged 17740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 169869 members 
Entering Unmasked Estep 
Score: -27559410.000000 Penalty: 6047.553223
	Iteration 7F: 3 clusters Score -2.755941e+07 nChanged 14348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 184209 members 
Entering Unmasked Estep 
Score: -27570974.000000 Penalty: 6047.553223
	Iteration 8F: 3 clusters Score -2.757097e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 192367 members 
Entering Unmasked Estep 
Score: -27577822.000000 Penalty: 6047.553223
	Iteration 9Q: 3 clusters Score -2.757782e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 195594 members 
Entering Unmasked Estep 
Score: -27580580.000000 Penalty: 6047.553223
	Iteration 10Q: 3 clusters Score -2.758058e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 196563 members 
Entering Unmasked Estep 
Score: -27581450.000000 Penalty: 6047.553223
	Iteration 11Q: 3 clusters Score -2.758145e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 196838 members 
Entering Unmasked Estep 
Score: -27581714.000000 Penalty: 6047.553223
	Iteration 12Q: 3 clusters Score -2.758171e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 196928 members 
Entering Unmasked Estep 
Score: -27581834.000000 Penalty: 6047.553223
	Iteration 13Q: 3 clusters Score -2.758183e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 196960 members 
Entering Unmasked Estep 
Score: -27581902.000000 Penalty: 6047.553223
	Iteration 14Q: 3 clusters Score -2.75819e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 196980 members 
Entering Unmasked Estep 
Score: -27581956.000000 Penalty: 6047.553223
	Iteration 15Q: 3 clusters Score -2.758196e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 196991 members 
Entering Unmasked Estep 
Score: -27582006.000000 Penalty: 6047.553223
	Iteration 16Q: 3 clusters Score -2.758201e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 197002 members 
Entering Unmasked Estep 
Score: -27582042.000000 Penalty: 6047.553223
	Iteration 17Q: 3 clusters Score -2.758204e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 197012 members 
Entering Unmasked Estep 
Score: -27582036.000000 Penalty: 6047.553223
	Iteration 18Q: 3 clusters Score -2.758204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 197013 members 
Entering Unmasked Estep 
Score: -27582060.000000 Penalty: 6047.553223
	Iteration 19Q: 3 clusters Score -2.758206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 197015 members 
Entering Unmasked Estep 
Score: -27582068.000000 Penalty: 6047.553223
	Iteration 20F: 3 clusters Score -2.758207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 197015 members 
Entering Unmasked Estep 
Score: -27582068.000000 Penalty: 6047.553223
	Iteration 21Q: 3 clusters Score -2.758207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 197014 members 
Entering Unmasked Estep 
Score: -27582074.000000 Penalty: 6047.553223
	Iteration 22Q: 3 clusters Score -2.758207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 197017 members 
Entering Unmasked Estep 
Score: -27582060.000000 Penalty: 6047.553223
	Iteration 23Q: 3 clusters Score -2.758206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 197016 members 
Entering Unmasked Estep 
Score: -27582076.000000 Penalty: 6047.553223
	Iteration 24Q: 3 clusters Score -2.758208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 197014 members 
Entering Unmasked Estep 
Score: -27582078.000000 Penalty: 6047.553223
	Iteration 25Q: 3 clusters Score -2.758208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 197015 members 
Entering Unmasked Estep 
Score: -27582084.000000 Penalty: 6047.553223
	Iteration 26Q: 3 clusters Score -2.758208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 197015 members 
Entering Unmasked Estep 
Score: -27582084.000000 Penalty: 6047.553223
	Iteration 27F: 3 clusters Score -2.758208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Entering Unmasked Estep 
Score: -560670.250000 Penalty: 2074.859863
	Iteration 0F: 2 clusters Score -560670.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -556612.437500 Penalty: 4149.719727
	Iteration 0F: 3 clusters Score -556612.4 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -557494.437500 Penalty: 4149.719727
	Iteration 1F: 3 clusters Score -557494.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -557659.812500 Penalty: 4149.719727
	Iteration 2F: 3 clusters Score -557659.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -557758.125000 Penalty: 4149.719727
	Iteration 3Q: 3 clusters Score -557758.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -557825.687500 Penalty: 4149.719727
	Iteration 4Q: 3 clusters Score -557825.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -557865.750000 Penalty: 4149.719727
	Iteration 5Q: 3 clusters Score -557865.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -557900.875000 Penalty: 4149.719727
	Iteration 6Q: 3 clusters Score -557900.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -557941.312500 Penalty: 4149.719727
	Iteration 7Q: 3 clusters Score -557941.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -557972.062500 Penalty: 4149.719727
	Iteration 8Q: 3 clusters Score -557972.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -557994.312500 Penalty: 4149.719727
	Iteration 9Q: 3 clusters Score -557994.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -558016.437500 Penalty: 4149.719727
	Iteration 10Q: 3 clusters Score -558016.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -558039.625000 Penalty: 4149.719727
	Iteration 11Q: 3 clusters Score -558039.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -558060.500000 Penalty: 4149.719727
	Iteration 12Q: 3 clusters Score -558060.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -558090.125000 Penalty: 4149.719727
	Iteration 13Q: 3 clusters Score -558090.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -558124.562500 Penalty: 4149.719727
	Iteration 14Q: 3 clusters Score -558124.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -558151.562500 Penalty: 4149.719727
	Iteration 15Q: 3 clusters Score -558151.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -558177.375000 Penalty: 4149.719727
	Iteration 16Q: 3 clusters Score -558177.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -558196.312500 Penalty: 4149.719727
	Iteration 17Q: 3 clusters Score -558196.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -558214.062500 Penalty: 4149.719727
	Iteration 18Q: 3 clusters Score -558214.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -558239.500000 Penalty: 4149.719727
	Iteration 19Q: 3 clusters Score -558239.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -558263.250000 Penalty: 4149.719727
	Iteration 20F: 3 clusters Score -558263.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -558294.000000 Penalty: 4149.719727
	Iteration 21Q: 3 clusters Score -558294 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -558334.062500 Penalty: 4149.719727
	Iteration 22Q: 3 clusters Score -558334.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -558371.000000 Penalty: 4149.719727
	Iteration 23Q: 3 clusters Score -558371 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -558413.937500 Penalty: 4149.719727
	Iteration 24Q: 3 clusters Score -558413.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -558459.062500 Penalty: 4149.719727
	Iteration 25Q: 3 clusters Score -558459.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -558507.187500 Penalty: 4149.719727
	Iteration 26Q: 3 clusters Score -558507.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -558556.500000 Penalty: 4149.719727
	Iteration 27Q: 3 clusters Score -558556.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -558606.437500 Penalty: 4149.719727
	Iteration 28Q: 3 clusters Score -558606.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -558655.437500 Penalty: 4149.719727
	Iteration 29Q: 3 clusters Score -558655.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -558704.375000 Penalty: 4149.719727
	Iteration 30Q: 3 clusters Score -558704.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -558746.562500 Penalty: 4149.719727
	Iteration 31Q: 3 clusters Score -558746.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -558780.562500 Penalty: 4149.719727
	Iteration 32Q: 3 clusters Score -558780.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -558811.062500 Penalty: 4149.719727
	Iteration 33Q: 3 clusters Score -558811.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -558832.625000 Penalty: 4149.719727
	Iteration 34Q: 3 clusters Score -558832.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -558855.125000 Penalty: 4149.719727
	Iteration 35Q: 3 clusters Score -558855.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -558874.250000 Penalty: 4149.719727
	Iteration 36Q: 3 clusters Score -558874.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -558892.187500 Penalty: 4149.719727
	Iteration 37Q: 3 clusters Score -558892.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -558914.937500 Penalty: 4149.719727
	Iteration 38Q: 3 clusters Score -558914.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -558941.125000 Penalty: 4149.719727
	Iteration 39Q: 3 clusters Score -558941.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -558968.937500 Penalty: 4149.719727
	Iteration 40F: 3 clusters Score -558968.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -558989.687500 Penalty: 4149.719727
	Iteration 41Q: 3 clusters Score -558989.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -559004.937500 Penalty: 4149.719727
	Iteration 42Q: 3 clusters Score -559004.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -559016.125000 Penalty: 4149.719727
	Iteration 43Q: 3 clusters Score -559016.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -559021.875000 Penalty: 4149.719727
	Iteration 44Q: 3 clusters Score -559021.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -559025.375000 Penalty: 4149.719727
	Iteration 45Q: 3 clusters Score -559025.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -559029.500000 Penalty: 4149.719727
	Iteration 46Q: 3 clusters Score -559029.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -559031.125000 Penalty: 4149.719727
	Iteration 47Q: 3 clusters Score -559031.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -559033.875000 Penalty: 4149.719727
	Iteration 48Q: 3 clusters Score -559033.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -559035.562500 Penalty: 4149.719727
	Iteration 49Q: 3 clusters Score -559035.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -559037.000000 Penalty: 4149.719727
	Iteration 50Q: 3 clusters Score -559037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -559039.750000 Penalty: 4149.719727
	Iteration 51Q: 3 clusters Score -559039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -559040.937500 Penalty: 4149.719727
	Iteration 52Q: 3 clusters Score -559040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -559041.812500 Penalty: 4149.719727
	Iteration 53Q: 3 clusters Score -559041.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -559043.812500 Penalty: 4149.719727
	Iteration 54Q: 3 clusters Score -559043.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -559043.812500 Penalty: 4149.719727
	Iteration 55F: 3 clusters Score -559043.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -41067.925781 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -41067.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39904.917969 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -39904.92 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40143.855469 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -40143.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40270.773438 Penalty: 2919.507568
	Iteration 2F: 3 clusters Score -40270.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -40374.507812 Penalty: 2919.507568
	Iteration 3F: 3 clusters Score -40374.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -40435.503906 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -40435.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -40461.261719 Penalty: 2919.507568
	Iteration 5Q: 3 clusters Score -40461.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -40504.800781 Penalty: 2919.507568
	Iteration 6Q: 3 clusters Score -40504.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40635.562500 Penalty: 2919.507568
	Iteration 7Q: 3 clusters Score -40635.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -40807.300781 Penalty: 2919.507568
	Iteration 8Q: 3 clusters Score -40807.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40856.898438 Penalty: 2919.507568
	Iteration 9Q: 3 clusters Score -40856.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40885.210938 Penalty: 2919.507568
	Iteration 10Q: 3 clusters Score -40885.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -40896.121094 Penalty: 2919.507568
	Iteration 11Q: 3 clusters Score -40896.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -40911.683594 Penalty: 2919.507568
	Iteration 12Q: 3 clusters Score -40911.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40917.664062 Penalty: 2919.507568
	Iteration 13Q: 3 clusters Score -40917.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -40919.300781 Penalty: 2919.507568
	Iteration 14Q: 3 clusters Score -40919.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -40922.132812 Penalty: 2919.507568
	Iteration 15F: 3 clusters Score -40922.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40928.152344 Penalty: 2919.507568
	Iteration 16Q: 3 clusters Score -40928.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40928.152344 Penalty: 2919.507568
	Iteration 17F: 3 clusters Score -40928.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Entering Unmasked Estep 
Score: -3646247.000000 Penalty: 2521.483887
	Iteration 0F: 2 clusters Score -3646247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -3628251.250000 Penalty: 5042.967773
	Iteration 0F: 3 clusters Score -3628251 nChanged 11662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3634485.250000 Penalty: 5042.967773
	Iteration 1F: 3 clusters Score -3634485 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -3635002.250000 Penalty: 5042.967773
	Iteration 2Q: 3 clusters Score -3635002 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -3635501.250000 Penalty: 5042.967773
	Iteration 3Q: 3 clusters Score -3635501 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -3636007.750000 Penalty: 5042.967773
	Iteration 4Q: 3 clusters Score -3636008 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3636468.500000 Penalty: 5042.967773
	Iteration 5Q: 3 clusters Score -3636468 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -3636994.000000 Penalty: 5042.967773
	Iteration 6Q: 3 clusters Score -3636994 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -3637592.750000 Penalty: 5042.967773
	Iteration 7Q: 3 clusters Score -3637593 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -3638266.000000 Penalty: 5042.967773
	Iteration 8Q: 3 clusters Score -3638266 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -3639065.250000 Penalty: 5042.967773
	Iteration 9Q: 3 clusters Score -3639065 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -3639928.250000 Penalty: 5042.967773
	Iteration 10Q: 3 clusters Score -3639928 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3640882.750000 Penalty: 5042.967773
	Iteration 11F: 3 clusters Score -3640883 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3641874.250000 Penalty: 5042.967773
	Iteration 12Q: 3 clusters Score -3641874 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3642693.500000 Penalty: 5042.967773
	Iteration 13Q: 3 clusters Score -3642694 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3643254.500000 Penalty: 5042.967773
	Iteration 14Q: 3 clusters Score -3643254 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3643576.750000 Penalty: 5042.967773
	Iteration 15Q: 3 clusters Score -3643577 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3643730.500000 Penalty: 5042.967773
	Iteration 16Q: 3 clusters Score -3643730 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3643821.750000 Penalty: 5042.967773
	Iteration 17Q: 3 clusters Score -3643822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3643880.000000 Penalty: 5042.967773
	Iteration 18Q: 3 clusters Score -3643880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3643923.000000 Penalty: 5042.967773
	Iteration 19Q: 3 clusters Score -3643923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3643935.500000 Penalty: 5042.967773
	Iteration 20F: 3 clusters Score -3643936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3643936.000000 Penalty: 5042.967773
	Iteration 21Q: 3 clusters Score -3643936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3643941.000000 Penalty: 5042.967773
	Iteration 22Q: 3 clusters Score -3643941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3643953.500000 Penalty: 5042.967773
	Iteration 23Q: 3 clusters Score -3643954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3643969.000000 Penalty: 5042.967773
	Iteration 24Q: 3 clusters Score -3643969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3643969.500000 Penalty: 5042.967773
	Iteration 25Q: 3 clusters Score -3643970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3643981.000000 Penalty: 5042.967773
	Iteration 26Q: 3 clusters Score -3643981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3643987.750000 Penalty: 5042.967773
	Iteration 27Q: 3 clusters Score -3643988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3643995.250000 Penalty: 5042.967773
	Iteration 28Q: 3 clusters Score -3643995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3644003.500000 Penalty: 5042.967773
	Iteration 29Q: 3 clusters Score -3644004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3644011.000000 Penalty: 5042.967773
	Iteration 30Q: 3 clusters Score -3644011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3644013.500000 Penalty: 5042.967773
	Iteration 31Q: 3 clusters Score -3644014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3644015.000000 Penalty: 5042.967773
	Iteration 32Q: 3 clusters Score -3644015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3644017.750000 Penalty: 5042.967773
	Iteration 33Q: 3 clusters Score -3644018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3644017.000000 Penalty: 5042.967773
	Iteration 34Q: 3 clusters Score -3644017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3644017.000000 Penalty: 5042.967773
	Iteration 35F: 3 clusters Score -3644017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Entering Unmasked Estep 
Score: -1351806.625000 Penalty: 2280.793701
	Iteration 0F: 2 clusters Score -1351807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1344206.875000 Penalty: 4561.587402
	Iteration 0F: 3 clusters Score -1344207 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1346516.000000 Penalty: 4561.587402
	Iteration 1F: 3 clusters Score -1346516 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1347020.375000 Penalty: 4561.587402
	Iteration 2F: 3 clusters Score -1347020 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1347451.625000 Penalty: 4561.587402
	Iteration 3F: 3 clusters Score -1347452 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1347811.000000 Penalty: 4561.587402
	Iteration 4F: 3 clusters Score -1347811 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1348122.000000 Penalty: 4561.587402
	Iteration 5F: 3 clusters Score -1348122 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1348398.500000 Penalty: 4561.587402
	Iteration 6Q: 3 clusters Score -1348398 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1348633.875000 Penalty: 4561.587402
	Iteration 7Q: 3 clusters Score -1348634 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1348785.625000 Penalty: 4561.587402
	Iteration 8Q: 3 clusters Score -1348786 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1348881.250000 Penalty: 4561.587402
	Iteration 9Q: 3 clusters Score -1348881 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1348958.625000 Penalty: 4561.587402
	Iteration 10Q: 3 clusters Score -1348959 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1349019.625000 Penalty: 4561.587402
	Iteration 11Q: 3 clusters Score -1349020 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1349073.500000 Penalty: 4561.587402
	Iteration 12Q: 3 clusters Score -1349074 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1349127.875000 Penalty: 4561.587402
	Iteration 13Q: 3 clusters Score -1349128 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1349177.750000 Penalty: 4561.587402
	Iteration 14Q: 3 clusters Score -1349178 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1349223.375000 Penalty: 4561.587402
	Iteration 15Q: 3 clusters Score -1349223 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1349261.750000 Penalty: 4561.587402
	Iteration 16Q: 3 clusters Score -1349262 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1349289.875000 Penalty: 4561.587402
	Iteration 17Q: 3 clusters Score -1349290 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1349309.375000 Penalty: 4561.587402
	Iteration 18Q: 3 clusters Score -1349309 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1349328.750000 Penalty: 4561.587402
	Iteration 19Q: 3 clusters Score -1349329 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1349350.125000 Penalty: 4561.587402
	Iteration 20F: 3 clusters Score -1349350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1349370.750000 Penalty: 4561.587402
	Iteration 21Q: 3 clusters Score -1349371 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1349393.250000 Penalty: 4561.587402
	Iteration 22Q: 3 clusters Score -1349393 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1349411.250000 Penalty: 4561.587402
	Iteration 23Q: 3 clusters Score -1349411 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1349436.500000 Penalty: 4561.587402
	Iteration 24Q: 3 clusters Score -1349436 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1349458.250000 Penalty: 4561.587402
	Iteration 25Q: 3 clusters Score -1349458 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1349475.125000 Penalty: 4561.587402
	Iteration 26Q: 3 clusters Score -1349475 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1349498.500000 Penalty: 4561.587402
	Iteration 27Q: 3 clusters Score -1349498 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1349528.125000 Penalty: 4561.587402
	Iteration 28Q: 3 clusters Score -1349528 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1349552.375000 Penalty: 4561.587402
	Iteration 29Q: 3 clusters Score -1349552 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1349588.875000 Penalty: 4561.587402
	Iteration 30Q: 3 clusters Score -1349589 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1349618.875000 Penalty: 4561.587402
	Iteration 31Q: 3 clusters Score -1349619 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1349649.125000 Penalty: 4561.587402
	Iteration 32Q: 3 clusters Score -1349649 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1349680.875000 Penalty: 4561.587402
	Iteration 33Q: 3 clusters Score -1349681 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1349704.875000 Penalty: 4561.587402
	Iteration 34Q: 3 clusters Score -1349705 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1349749.625000 Penalty: 4561.587402
	Iteration 35Q: 3 clusters Score -1349750 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1349813.375000 Penalty: 4561.587402
	Iteration 36Q: 3 clusters Score -1349813 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1349866.625000 Penalty: 4561.587402
	Iteration 37Q: 3 clusters Score -1349867 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1349912.125000 Penalty: 4561.587402
	Iteration 38Q: 3 clusters Score -1349912 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1349968.375000 Penalty: 4561.587402
	Iteration 39Q: 3 clusters Score -1349968 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1350025.625000 Penalty: 4561.587402
	Iteration 40F: 3 clusters Score -1350026 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1350073.250000 Penalty: 4561.587402
	Iteration 41Q: 3 clusters Score -1350073 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1350111.250000 Penalty: 4561.587402
	Iteration 42Q: 3 clusters Score -1350111 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1350135.500000 Penalty: 4561.587402
	Iteration 43Q: 3 clusters Score -1350136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1350154.750000 Penalty: 4561.587402
	Iteration 44Q: 3 clusters Score -1350155 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1350165.875000 Penalty: 4561.587402
	Iteration 45Q: 3 clusters Score -1350166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1350171.750000 Penalty: 4561.587402
	Iteration 46Q: 3 clusters Score -1350172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1350180.875000 Penalty: 4561.587402
	Iteration 47Q: 3 clusters Score -1350181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1350186.250000 Penalty: 4561.587402
	Iteration 48Q: 3 clusters Score -1350186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1350187.875000 Penalty: 4561.587402
	Iteration 49Q: 3 clusters Score -1350188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1350193.375000 Penalty: 4561.587402
	Iteration 50Q: 3 clusters Score -1350193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1350199.375000 Penalty: 4561.587402
	Iteration 51Q: 3 clusters Score -1350199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1350203.625000 Penalty: 4561.587402
	Iteration 52Q: 3 clusters Score -1350204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1350201.375000 Penalty: 4561.587402
	Iteration 53Q: 3 clusters Score -1350201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1350201.375000 Penalty: 4561.587402
	Iteration 54F: 3 clusters Score -1350201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Entering Unmasked Estep 
Score: -5536840.000000 Penalty: 2634.288818
	Iteration 0F: 2 clusters Score -5536840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -5508844.000000 Penalty: 5268.577637
	Iteration 0F: 3 clusters Score -5508844 nChanged 18998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -5519186.000000 Penalty: 5268.577637
	Iteration 1F: 3 clusters Score -5519186 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -5519611.500000 Penalty: 5268.577637
	Iteration 2Q: 3 clusters Score -5519612 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -5520021.000000 Penalty: 5268.577637
	Iteration 3Q: 3 clusters Score -5520021 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -5520361.000000 Penalty: 5268.577637
	Iteration 4Q: 3 clusters Score -5520361 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -5520684.000000 Penalty: 5268.577637
	Iteration 5Q: 3 clusters Score -5520684 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -5521044.000000 Penalty: 5268.577637
	Iteration 6Q: 3 clusters Score -5521044 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -5521410.000000 Penalty: 5268.577637
	Iteration 7Q: 3 clusters Score -5521410 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -5521911.500000 Penalty: 5268.577637
	Iteration 8Q: 3 clusters Score -5521912 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -5522553.000000 Penalty: 5268.577637
	Iteration 9Q: 3 clusters Score -5522553 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -5523406.000000 Penalty: 5268.577637
	Iteration 10Q: 3 clusters Score -5523406 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -5524525.500000 Penalty: 5268.577637
	Iteration 11F: 3 clusters Score -5524526 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -5525910.500000 Penalty: 5268.577637
	Iteration 12F: 3 clusters Score -5525910 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -5527582.500000 Penalty: 5268.577637
	Iteration 13F: 3 clusters Score -5527582 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -5529098.500000 Penalty: 5268.577637
	Iteration 14F: 3 clusters Score -5529098 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -5530436.000000 Penalty: 5268.577637
	Iteration 15Q: 3 clusters Score -5530436 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -5531603.500000 Penalty: 5268.577637
	Iteration 16Q: 3 clusters Score -5531604 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5532619.500000 Penalty: 5268.577637
	Iteration 17Q: 3 clusters Score -5532620 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5533399.500000 Penalty: 5268.577637
	Iteration 18Q: 3 clusters Score -5533400 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5533878.500000 Penalty: 5268.577637
	Iteration 19Q: 3 clusters Score -5533878 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5534149.000000 Penalty: 5268.577637
	Iteration 20F: 3 clusters Score -5534149 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5534318.000000 Penalty: 5268.577637
	Iteration 21Q: 3 clusters Score -5534318 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5534417.000000 Penalty: 5268.577637
	Iteration 22Q: 3 clusters Score -5534417 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5534476.500000 Penalty: 5268.577637
	Iteration 23Q: 3 clusters Score -5534476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5534511.500000 Penalty: 5268.577637
	Iteration 24Q: 3 clusters Score -5534512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5534526.000000 Penalty: 5268.577637
	Iteration 25Q: 3 clusters Score -5534526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5534549.000000 Penalty: 5268.577637
	Iteration 26Q: 3 clusters Score -5534549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5534558.500000 Penalty: 5268.577637
	Iteration 27Q: 3 clusters Score -5534558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5534571.000000 Penalty: 5268.577637
	Iteration 28Q: 3 clusters Score -5534571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5534574.500000 Penalty: 5268.577637
	Iteration 29Q: 3 clusters Score -5534574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5534579.000000 Penalty: 5268.577637
	Iteration 30Q: 3 clusters Score -5534579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5534578.500000 Penalty: 5268.577637
	Iteration 31Q: 3 clusters Score -5534578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5534580.000000 Penalty: 5268.577637
	Iteration 32Q: 3 clusters Score -5534580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5534578.500000 Penalty: 5268.577637
	Iteration 33Q: 3 clusters Score -5534578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5534587.500000 Penalty: 5268.577637
	Iteration 34Q: 3 clusters Score -5534588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5534580.500000 Penalty: 5268.577637
	Iteration 35Q: 3 clusters Score -5534580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5534586.000000 Penalty: 5268.577637
	Iteration 36Q: 3 clusters Score -5534586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5534592.500000 Penalty: 5268.577637
	Iteration 37Q: 3 clusters Score -5534592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5534588.000000 Penalty: 5268.577637
	Iteration 38Q: 3 clusters Score -5534588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5534589.000000 Penalty: 5268.577637
	Iteration 39Q: 3 clusters Score -5534589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5534594.500000 Penalty: 5268.577637
	Iteration 40F: 3 clusters Score -5534594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -129291.585938 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -129291.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -127431.492188 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -127431.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -127802.835938 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -127802.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -127928.484375 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -127928.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -127983.500000 Penalty: 3421.762451
	Iteration 3Q: 3 clusters Score -127983.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -128178.164062 Penalty: 3421.762451
	Iteration 4Q: 3 clusters Score -128178.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -128264.757812 Penalty: 3421.762451
	Iteration 5Q: 3 clusters Score -128264.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -128328.265625 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -128328.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -128382.343750 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -128382.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -128411.046875 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -128411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -128446.718750 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -128446.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -128479.562500 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -128479.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -128508.367188 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -128508.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -128529.976562 Penalty: 3421.762451
	Iteration 12Q: 3 clusters Score -128530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -128541.906250 Penalty: 3421.762451
	Iteration 13Q: 3 clusters Score -128541.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -128549.820312 Penalty: 3421.762451
	Iteration 14Q: 3 clusters Score -128549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -128551.015625 Penalty: 3421.762451
	Iteration 15Q: 3 clusters Score -128551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -128551.757812 Penalty: 3421.762451
	Iteration 16Q: 3 clusters Score -128551.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -128551.757812 Penalty: 3421.762451
	Iteration 17F: 3 clusters Score -128551.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (100787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100787 members 
Entering Unmasked Estep 
Score: -14046027.000000 Penalty: 2857.149658
	Iteration 0F: 2 clusters Score -1.404603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -13978206.000000 Penalty: 5714.299316
	Iteration 0F: 3 clusters Score -1.397821e+07 nChanged 47796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -14005939.000000 Penalty: 5714.299316
	Iteration 1F: 3 clusters Score -1.400594e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 48456 members 
Entering Unmasked Estep 
Score: -14007240.000000 Penalty: 5714.299316
	Iteration 2Q: 3 clusters Score -1.400724e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -14008896.000000 Penalty: 5714.299316
	Iteration 3Q: 3 clusters Score -1.40089e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -14011011.000000 Penalty: 5714.299316
	Iteration 4Q: 3 clusters Score -1.401101e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -14013800.000000 Penalty: 5714.299316
	Iteration 5F: 3 clusters Score -1.40138e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -14017540.000000 Penalty: 5714.299316
	Iteration 6F: 3 clusters Score -1.401754e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63226 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -14022114.000000 Penalty: 5714.299316
	Iteration 7F: 3 clusters Score -1.402211e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -14026867.000000 Penalty: 5714.299316
	Iteration 8F: 3 clusters Score -1.402687e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68960 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -14030583.000000 Penalty: 5714.299316
	Iteration 9F: 3 clusters Score -1.403058e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70958 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -14032924.000000 Penalty: 5714.299316
	Iteration 10Q: 3 clusters Score -1.403292e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72696 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -14034165.000000 Penalty: 5714.299316
	Iteration 11Q: 3 clusters Score -1.403416e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74322 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -14034821.000000 Penalty: 5714.299316
	Iteration 12Q: 3 clusters Score -1.403482e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75901 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -14035367.000000 Penalty: 5714.299316
	Iteration 13Q: 3 clusters Score -1.403537e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77455 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -14035854.000000 Penalty: 5714.299316
	Iteration 14Q: 3 clusters Score -1.403585e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79024 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -14036318.000000 Penalty: 5714.299316
	Iteration 15Q: 3 clusters Score -1.403632e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80546 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -14036883.000000 Penalty: 5714.299316
	Iteration 16Q: 3 clusters Score -1.403688e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82014 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -14037322.000000 Penalty: 5714.299316
	Iteration 17Q: 3 clusters Score -1.403732e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83388 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -14037707.000000 Penalty: 5714.299316
	Iteration 18Q: 3 clusters Score -1.403771e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84733 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -14038198.000000 Penalty: 5714.299316
	Iteration 19Q: 3 clusters Score -1.40382e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86137 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -14038598.000000 Penalty: 5714.299316
	Iteration 20F: 3 clusters Score -1.40386e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -14039067.000000 Penalty: 5714.299316
	Iteration 21Q: 3 clusters Score -1.403907e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88737 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -14039575.000000 Penalty: 5714.299316
	Iteration 22Q: 3 clusters Score -1.403958e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89896 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -14039931.000000 Penalty: 5714.299316
	Iteration 23Q: 3 clusters Score -1.403993e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90996 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -14040268.000000 Penalty: 5714.299316
	Iteration 24Q: 3 clusters Score -1.404027e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92009 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -14040721.000000 Penalty: 5714.299316
	Iteration 25Q: 3 clusters Score -1.404072e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92910 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -14040940.000000 Penalty: 5714.299316
	Iteration 26Q: 3 clusters Score -1.404094e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93743 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -14041275.000000 Penalty: 5714.299316
	Iteration 27Q: 3 clusters Score -1.404128e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94556 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -14041600.000000 Penalty: 5714.299316
	Iteration 28Q: 3 clusters Score -1.40416e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95276 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -14041899.000000 Penalty: 5714.299316
	Iteration 29Q: 3 clusters Score -1.40419e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95899 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -14042149.000000 Penalty: 5714.299316
	Iteration 30Q: 3 clusters Score -1.404215e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96443 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -14042351.000000 Penalty: 5714.299316
	Iteration 31Q: 3 clusters Score -1.404235e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96881 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -14042492.000000 Penalty: 5714.299316
	Iteration 32Q: 3 clusters Score -1.404249e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97266 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -14042653.000000 Penalty: 5714.299316
	Iteration 33Q: 3 clusters Score -1.404265e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97640 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -14042765.000000 Penalty: 5714.299316
	Iteration 34Q: 3 clusters Score -1.404276e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98005 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -14042924.000000 Penalty: 5714.299316
	Iteration 35Q: 3 clusters Score -1.404292e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98314 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -14042995.000000 Penalty: 5714.299316
	Iteration 36Q: 3 clusters Score -1.4043e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98547 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -14043063.000000 Penalty: 5714.299316
	Iteration 37Q: 3 clusters Score -1.404306e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98763 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -14043186.000000 Penalty: 5714.299316
	Iteration 38Q: 3 clusters Score -1.404319e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98937 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -14043255.000000 Penalty: 5714.299316
	Iteration 39Q: 3 clusters Score -1.404326e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99079 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -14043315.000000 Penalty: 5714.299316
	Iteration 40F: 3 clusters Score -1.404332e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99194 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -14043358.000000 Penalty: 5714.299316
	Iteration 41Q: 3 clusters Score -1.404336e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99288 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -14043408.000000 Penalty: 5714.299316
	Iteration 42Q: 3 clusters Score -1.404341e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99362 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -14043431.000000 Penalty: 5714.299316
	Iteration 43Q: 3 clusters Score -1.404343e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99435 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -14043473.000000 Penalty: 5714.299316
	Iteration 44Q: 3 clusters Score -1.404347e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99508 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -14043511.000000 Penalty: 5714.299316
	Iteration 45Q: 3 clusters Score -1.404351e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99549 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -14043522.000000 Penalty: 5714.299316
	Iteration 46Q: 3 clusters Score -1.404352e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99592 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -14043548.000000 Penalty: 5714.299316
	Iteration 47Q: 3 clusters Score -1.404355e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99622 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -14043572.000000 Penalty: 5714.299316
	Iteration 48Q: 3 clusters Score -1.404357e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99649 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -14043587.000000 Penalty: 5714.299316
	Iteration 49Q: 3 clusters Score -1.404359e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99672 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -14043601.000000 Penalty: 5714.299316
	Iteration 50Q: 3 clusters Score -1.40436e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99689 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -14043601.000000 Penalty: 5714.299316
	Iteration 51Q: 3 clusters Score -1.40436e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99705 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -14043611.000000 Penalty: 5714.299316
	Iteration 52Q: 3 clusters Score -1.404361e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99722 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -14043631.000000 Penalty: 5714.299316
	Iteration 53Q: 3 clusters Score -1.404363e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99739 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -14043626.000000 Penalty: 5714.299316
	Iteration 54Q: 3 clusters Score -1.404363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99750 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -14043625.000000 Penalty: 5714.299316
	Iteration 55Q: 3 clusters Score -1.404362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99762 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -14043639.000000 Penalty: 5714.299316
	Iteration 56Q: 3 clusters Score -1.404364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99773 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -14043650.000000 Penalty: 5714.299316
	Iteration 57Q: 3 clusters Score -1.404365e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99785 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -14043658.000000 Penalty: 5714.299316
	Iteration 58Q: 3 clusters Score -1.404366e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99800 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -14043670.000000 Penalty: 5714.299316
	Iteration 59Q: 3 clusters Score -1.404367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99812 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -14043671.000000 Penalty: 5714.299316
	Iteration 60F: 3 clusters Score -1.404367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99822 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -14043680.000000 Penalty: 5714.299316
	Iteration 61Q: 3 clusters Score -1.404368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99826 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -14043692.000000 Penalty: 5714.299316
	Iteration 62Q: 3 clusters Score -1.404369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99830 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -14043691.000000 Penalty: 5714.299316
	Iteration 63Q: 3 clusters Score -1.404369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99830 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -14043704.000000 Penalty: 5714.299316
	Iteration 64Q: 3 clusters Score -1.40437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99833 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -14043693.000000 Penalty: 5714.299316
	Iteration 65Q: 3 clusters Score -1.404369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99835 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -14043691.000000 Penalty: 5714.299316
	Iteration 66Q: 3 clusters Score -1.404369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99837 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -14043684.000000 Penalty: 5714.299316
	Iteration 67Q: 3 clusters Score -1.404368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99838 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -14043686.000000 Penalty: 5714.299316
	Iteration 68Q: 3 clusters Score -1.404369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99839 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -14043691.000000 Penalty: 5714.299316
	Iteration 69Q: 3 clusters Score -1.404369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99840 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -14043698.000000 Penalty: 5714.299316
	Iteration 70Q: 3 clusters Score -1.40437e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99840 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -14043698.000000 Penalty: 5714.299316
	Iteration 71F: 3 clusters Score -1.40437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (281570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281570 members 
Entering Unmasked Estep 
Score: -38591348.000000 Penalty: 3111.937988
	Iteration 0F: 2 clusters Score -3.859135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141320 members 
Mstep: Class 2 contains 140250 members 
Entering Unmasked Estep 
Score: -38418208.000000 Penalty: 6223.875977
	Iteration 0F: 3 clusters Score -3.841821e+07 nChanged 136254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151694 members 
Mstep: Class 2 contains 129876 members 
Entering Unmasked Estep 
Score: -38498912.000000 Penalty: 6223.875977
	Iteration 1F: 3 clusters Score -3.849891e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158126 members 
Mstep: Class 2 contains 123444 members 
Entering Unmasked Estep 
Score: -38501088.000000 Penalty: 6223.875977
	Iteration 2Q: 3 clusters Score -3.850109e+07 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168361 members 
Mstep: Class 2 contains 113209 members 
Entering Unmasked Estep 
Score: -38505200.000000 Penalty: 6223.875977
	Iteration 3Q: 3 clusters Score -3.85052e+07 nChanged 15781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183912 members 
Mstep: Class 2 contains 97658 members 
Entering Unmasked Estep 
Score: -38513816.000000 Penalty: 6223.875977
	Iteration 4F: 3 clusters Score -3.851382e+07 nChanged 22408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206274 members 
Mstep: Class 2 contains 75296 members 
Entering Unmasked Estep 
Score: -38529804.000000 Penalty: 6223.875977
	Iteration 5F: 3 clusters Score -3.85298e+07 nChanged 28128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234402 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -38554812.000000 Penalty: 6223.875977
	Iteration 6F: 3 clusters Score -3.855481e+07 nChanged 26370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260772 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -38575408.000000 Penalty: 6223.875977
	Iteration 7F: 3 clusters Score -3.857541e+07 nChanged 14800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275572 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -38584908.000000 Penalty: 6223.875977
	Iteration 8F: 3 clusters Score -3.858491e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280073 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -38587496.000000 Penalty: 6223.875977
	Iteration 9Q: 3 clusters Score -3.85875e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281050 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -38588156.000000 Penalty: 6223.875977
	Iteration 10Q: 3 clusters Score -3.858816e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281258 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -38588388.000000 Penalty: 6223.875977
	Iteration 11Q: 3 clusters Score -3.858839e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281310 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38588452.000000 Penalty: 6223.875977
	Iteration 12Q: 3 clusters Score -3.858845e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281330 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38588496.000000 Penalty: 6223.875977
	Iteration 13Q: 3 clusters Score -3.85885e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281340 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38588556.000000 Penalty: 6223.875977
	Iteration 14Q: 3 clusters Score -3.858856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281340 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38588548.000000 Penalty: 6223.875977
	Iteration 15Q: 3 clusters Score -3.858855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281343 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38588524.000000 Penalty: 6223.875977
	Iteration 16Q: 3 clusters Score -3.858852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281345 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38588528.000000 Penalty: 6223.875977
	Iteration 17Q: 3 clusters Score -3.858853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281346 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38588564.000000 Penalty: 6223.875977
	Iteration 18Q: 3 clusters Score -3.858856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281345 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38588552.000000 Penalty: 6223.875977
	Iteration 19Q: 3 clusters Score -3.858855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281344 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38588564.000000 Penalty: 6223.875977
	Iteration 20F: 3 clusters Score -3.858856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281340 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38588560.000000 Penalty: 6223.875977
	Iteration 21Q: 3 clusters Score -3.858856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281336 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38588576.000000 Penalty: 6223.875977
	Iteration 22Q: 3 clusters Score -3.858858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281336 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38588596.000000 Penalty: 6223.875977
	Iteration 23Q: 3 clusters Score -3.85886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281338 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38588616.000000 Penalty: 6223.875977
	Iteration 24Q: 3 clusters Score -3.858862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281342 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38588608.000000 Penalty: 6223.875977
	Iteration 25Q: 3 clusters Score -3.858861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281342 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38588600.000000 Penalty: 6223.875977
	Iteration 26Q: 3 clusters Score -3.85886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281342 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38588600.000000 Penalty: 6223.875977
	Iteration 27F: 3 clusters Score -3.85886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Entering Unmasked Estep 
Score: -975366.875000 Penalty: 2189.175537
	Iteration 0F: 2 clusters Score -975366.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -969748.250000 Penalty: 4378.351074
	Iteration 0F: 3 clusters Score -969748.2 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -971136.062500 Penalty: 4378.351074
	Iteration 1F: 3 clusters Score -971136.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -971327.375000 Penalty: 4378.351074
	Iteration 2F: 3 clusters Score -971327.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -971438.875000 Penalty: 4378.351074
	Iteration 3Q: 3 clusters Score -971438.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -971533.250000 Penalty: 4378.351074
	Iteration 4Q: 3 clusters Score -971533.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -971621.750000 Penalty: 4378.351074
	Iteration 5Q: 3 clusters Score -971621.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -971705.250000 Penalty: 4378.351074
	Iteration 6Q: 3 clusters Score -971705.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -971785.437500 Penalty: 4378.351074
	Iteration 7Q: 3 clusters Score -971785.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -971852.875000 Penalty: 4378.351074
	Iteration 8Q: 3 clusters Score -971852.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -971917.687500 Penalty: 4378.351074
	Iteration 9Q: 3 clusters Score -971917.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -971992.437500 Penalty: 4378.351074
	Iteration 10Q: 3 clusters Score -971992.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -972075.250000 Penalty: 4378.351074
	Iteration 11Q: 3 clusters Score -972075.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -972159.687500 Penalty: 4378.351074
	Iteration 12Q: 3 clusters Score -972159.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -972252.062500 Penalty: 4378.351074
	Iteration 13Q: 3 clusters Score -972252.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -972359.312500 Penalty: 4378.351074
	Iteration 14Q: 3 clusters Score -972359.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -972489.625000 Penalty: 4378.351074
	Iteration 15Q: 3 clusters Score -972489.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -972634.062500 Penalty: 4378.351074
	Iteration 16Q: 3 clusters Score -972634.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -972789.625000 Penalty: 4378.351074
	Iteration 17Q: 3 clusters Score -972789.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -972920.812500 Penalty: 4378.351074
	Iteration 18Q: 3 clusters Score -972920.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -973029.187500 Penalty: 4378.351074
	Iteration 19Q: 3 clusters Score -973029.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -973110.625000 Penalty: 4378.351074
	Iteration 20F: 3 clusters Score -973110.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -973162.937500 Penalty: 4378.351074
	Iteration 21Q: 3 clusters Score -973162.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -973226.437500 Penalty: 4378.351074
	Iteration 22Q: 3 clusters Score -973226.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -973292.875000 Penalty: 4378.351074
	Iteration 23Q: 3 clusters Score -973292.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -973343.250000 Penalty: 4378.351074
	Iteration 24Q: 3 clusters Score -973343.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -973379.375000 Penalty: 4378.351074
	Iteration 25Q: 3 clusters Score -973379.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -973401.937500 Penalty: 4378.351074
	Iteration 26Q: 3 clusters Score -973401.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -973418.062500 Penalty: 4378.351074
	Iteration 27Q: 3 clusters Score -973418.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -973429.812500 Penalty: 4378.351074
	Iteration 28Q: 3 clusters Score -973429.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -973436.625000 Penalty: 4378.351074
	Iteration 29Q: 3 clusters Score -973436.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -973452.687500 Penalty: 4378.351074
	Iteration 30Q: 3 clusters Score -973452.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -973464.187500 Penalty: 4378.351074
	Iteration 31Q: 3 clusters Score -973464.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -973474.562500 Penalty: 4378.351074
	Iteration 32Q: 3 clusters Score -973474.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -973480.437500 Penalty: 4378.351074
	Iteration 33Q: 3 clusters Score -973480.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -973484.437500 Penalty: 4378.351074
	Iteration 34Q: 3 clusters Score -973484.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -973491.187500 Penalty: 4378.351074
	Iteration 35Q: 3 clusters Score -973491.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -973497.375000 Penalty: 4378.351074
	Iteration 36Q: 3 clusters Score -973497.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -973500.312500 Penalty: 4378.351074
	Iteration 37Q: 3 clusters Score -973500.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -973504.625000 Penalty: 4378.351074
	Iteration 38Q: 3 clusters Score -973504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -973508.187500 Penalty: 4378.351074
	Iteration 39Q: 3 clusters Score -973508.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -973512.437500 Penalty: 4378.351074
	Iteration 40F: 3 clusters Score -973512.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -973517.812500 Penalty: 4378.351074
	Iteration 41Q: 3 clusters Score -973517.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -973518.250000 Penalty: 4378.351074
	Iteration 42Q: 3 clusters Score -973518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -973518.250000 Penalty: 4378.351074
	Iteration 43F: 3 clusters Score -973518.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Entering Unmasked Estep 
Score: -2042359.375000 Penalty: 2376.944336
	Iteration 0F: 2 clusters Score -2042359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2031782.750000 Penalty: 4753.888672
	Iteration 0F: 3 clusters Score -2031783 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2035021.875000 Penalty: 4753.888672
	Iteration 1F: 3 clusters Score -2035022 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2035315.125000 Penalty: 4753.888672
	Iteration 2F: 3 clusters Score -2035315 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2035550.750000 Penalty: 4753.888672
	Iteration 3Q: 3 clusters Score -2035551 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2035735.625000 Penalty: 4753.888672
	Iteration 4Q: 3 clusters Score -2035736 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2035899.625000 Penalty: 4753.888672
	Iteration 5Q: 3 clusters Score -2035900 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2036089.250000 Penalty: 4753.888672
	Iteration 6Q: 3 clusters Score -2036089 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2036303.375000 Penalty: 4753.888672
	Iteration 7Q: 3 clusters Score -2036303 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2036545.750000 Penalty: 4753.888672
	Iteration 8Q: 3 clusters Score -2036546 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2036828.750000 Penalty: 4753.888672
	Iteration 9Q: 3 clusters Score -2036829 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2037178.750000 Penalty: 4753.888672
	Iteration 10Q: 3 clusters Score -2037179 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2037631.500000 Penalty: 4753.888672
	Iteration 11Q: 3 clusters Score -2037632 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2038170.375000 Penalty: 4753.888672
	Iteration 12F: 3 clusters Score -2038170 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2038746.375000 Penalty: 4753.888672
	Iteration 13Q: 3 clusters Score -2038746 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2039244.750000 Penalty: 4753.888672
	Iteration 14Q: 3 clusters Score -2039245 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2039639.125000 Penalty: 4753.888672
	Iteration 15Q: 3 clusters Score -2039639 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2039925.875000 Penalty: 4753.888672
	Iteration 16Q: 3 clusters Score -2039926 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2040080.250000 Penalty: 4753.888672
	Iteration 17Q: 3 clusters Score -2040080 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2040179.375000 Penalty: 4753.888672
	Iteration 18Q: 3 clusters Score -2040179 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2040236.250000 Penalty: 4753.888672
	Iteration 19Q: 3 clusters Score -2040236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2040285.875000 Penalty: 4753.888672
	Iteration 20F: 3 clusters Score -2040286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2040316.750000 Penalty: 4753.888672
	Iteration 21Q: 3 clusters Score -2040317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2040331.125000 Penalty: 4753.888672
	Iteration 22Q: 3 clusters Score -2040331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2040348.375000 Penalty: 4753.888672
	Iteration 23Q: 3 clusters Score -2040348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2040360.250000 Penalty: 4753.888672
	Iteration 24Q: 3 clusters Score -2040360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2040369.000000 Penalty: 4753.888672
	Iteration 25Q: 3 clusters Score -2040369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2040373.375000 Penalty: 4753.888672
	Iteration 26Q: 3 clusters Score -2040373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2040373.375000 Penalty: 4753.888672
	Iteration 27Q: 3 clusters Score -2040373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2040375.000000 Penalty: 4753.888672
	Iteration 28Q: 3 clusters Score -2040375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2040375.125000 Penalty: 4753.888672
	Iteration 29Q: 3 clusters Score -2040375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2040376.875000 Penalty: 4753.888672
	Iteration 30Q: 3 clusters Score -2040377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2040376.875000 Penalty: 4753.888672
	Iteration 31F: 3 clusters Score -2040377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -534130.312500 Penalty: 2064.435303
	Iteration 0F: 2 clusters Score -534130.3 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 2070 members 
Entering Unmasked Estep 
Score: -530284.062500 Penalty: 4128.870605
	Iteration 0F: 3 clusters Score -530284.1 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -531313.125000 Penalty: 4128.870605
	Iteration 1F: 3 clusters Score -531313.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -531589.875000 Penalty: 4128.870605
	Iteration 2F: 3 clusters Score -531589.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -531720.562500 Penalty: 4128.870605
	Iteration 3F: 3 clusters Score -531720.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -531801.875000 Penalty: 4128.870605
	Iteration 4Q: 3 clusters Score -531801.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -531883.000000 Penalty: 4128.870605
	Iteration 5Q: 3 clusters Score -531883 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -531940.687500 Penalty: 4128.870605
	Iteration 6Q: 3 clusters Score -531940.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -531971.125000 Penalty: 4128.870605
	Iteration 7Q: 3 clusters Score -531971.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -532005.437500 Penalty: 4128.870605
	Iteration 8Q: 3 clusters Score -532005.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -532047.625000 Penalty: 4128.870605
	Iteration 9Q: 3 clusters Score -532047.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -532095.937500 Penalty: 4128.870605
	Iteration 10Q: 3 clusters Score -532095.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -532183.875000 Penalty: 4128.870605
	Iteration 11Q: 3 clusters Score -532183.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -532323.625000 Penalty: 4128.870605
	Iteration 12Q: 3 clusters Score -532323.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -532584.437500 Penalty: 4128.870605
	Iteration 13Q: 3 clusters Score -532584.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -533186.875000 Penalty: 4128.870605
	Iteration 14F: 3 clusters Score -533186.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -534014.562500 Penalty: 4128.870605
	Iteration 15F: 3 clusters Score -534014.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -534562.875000 Penalty: 4128.870605
	Iteration 16F: 3 clusters Score -534562.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -534848.562500 Penalty: 4128.870605
	Iteration 17Q: 3 clusters Score -534848.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -534969.062500 Penalty: 4128.870605
	Iteration 18Q: 3 clusters Score -534969.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -535006.312500 Penalty: 4128.870605
	Iteration 19Q: 3 clusters Score -535006.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -535020.687500 Penalty: 4128.870605
	Iteration 20F: 3 clusters Score -535020.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -535025.187500 Penalty: 4128.870605
	Iteration 21Q: 3 clusters Score -535025.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -535028.312500 Penalty: 4128.870605
	Iteration 22Q: 3 clusters Score -535028.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -535030.562500 Penalty: 4128.870605
	Iteration 23Q: 3 clusters Score -535030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -535030.687500 Penalty: 4128.870605
	Iteration 24Q: 3 clusters Score -535030.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -535033.125000 Penalty: 4128.870605
	Iteration 25Q: 3 clusters Score -535033.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -535033.125000 Penalty: 4128.870605
	Iteration 26F: 3 clusters Score -535033.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2187 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 229538 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 197333 members 
Mstep: Class 7 contains 4300 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 26037 members 
Mstep: Class 10 contains 9865 members 
Mstep: Class 11 contains 41033 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 100787 members 
Mstep: Class 14 contains 281570 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 14537 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 7617 members 
Mstep: Class 20 contains 13186 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 32914 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 1012 members 
Mstep: Class 25 contains 557 members 
Entering Unmasked Estep 
Score: -135819568.000000 Penalty: 85638.921875
Splitting cluster 17 changes total score from -135820112.000000 to -135819568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -69166.484375 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -69166.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67617.609375 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -67617.61 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67799.796875 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -67799.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -67855.960938 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -67855.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67883.632812 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -67883.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67902.414062 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -67902.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67913.140625 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -67913.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67923.390625 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -67923.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67936.976562 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -67936.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67940.703125 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -67940.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67950.367188 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -67950.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -67965.210938 Penalty: 3135.101074
	Iteration 10Q: 3 clusters Score -67965.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67983.500000 Penalty: 3135.101074
	Iteration 11Q: 3 clusters Score -67983.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -68019.265625 Penalty: 3135.101074
	Iteration 12Q: 3 clusters Score -68019.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -68041.320312 Penalty: 3135.101074
	Iteration 13Q: 3 clusters Score -68041.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -68062.210938 Penalty: 3135.101074
	Iteration 14Q: 3 clusters Score -68062.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -68075.828125 Penalty: 3135.101074
	Iteration 15Q: 3 clusters Score -68075.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -68087.453125 Penalty: 3135.101074
	Iteration 16Q: 3 clusters Score -68087.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -68097.968750 Penalty: 3135.101074
	Iteration 17Q: 3 clusters Score -68097.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -68099.304688 Penalty: 3135.101074
	Iteration 18Q: 3 clusters Score -68099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -68101.562500 Penalty: 3135.101074
	Iteration 19Q: 3 clusters Score -68101.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -68101.562500 Penalty: 3135.101074
	Iteration 20F: 3 clusters Score -68101.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Entering Unmasked Estep 
Score: -1036690.500000 Penalty: 2216.658203
	Iteration 0F: 2 clusters Score -1036690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1030535.750000 Penalty: 4433.316406
	Iteration 0F: 3 clusters Score -1030536 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1032245.500000 Penalty: 4433.316406
	Iteration 1F: 3 clusters Score -1032246 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1032534.625000 Penalty: 4433.316406
	Iteration 2F: 3 clusters Score -1032535 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1032728.875000 Penalty: 4433.316406
	Iteration 3F: 3 clusters Score -1032729 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1032852.375000 Penalty: 4433.316406
	Iteration 4Q: 3 clusters Score -1032852 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1032965.562500 Penalty: 4433.316406
	Iteration 5Q: 3 clusters Score -1032966 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1033072.125000 Penalty: 4433.316406
	Iteration 6Q: 3 clusters Score -1033072 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1033177.125000 Penalty: 4433.316406
	Iteration 7Q: 3 clusters Score -1033177 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1033293.187500 Penalty: 4433.316406
	Iteration 8Q: 3 clusters Score -1033293 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1033403.125000 Penalty: 4433.316406
	Iteration 9Q: 3 clusters Score -1033403 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1033507.562500 Penalty: 4433.316406
	Iteration 10Q: 3 clusters Score -1033508 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1033630.187500 Penalty: 4433.316406
	Iteration 11Q: 3 clusters Score -1033630 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1033745.500000 Penalty: 4433.316406
	Iteration 12Q: 3 clusters Score -1033746 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1033834.375000 Penalty: 4433.316406
	Iteration 13Q: 3 clusters Score -1033834 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1033927.250000 Penalty: 4433.316406
	Iteration 14Q: 3 clusters Score -1033927 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1034018.562500 Penalty: 4433.316406
	Iteration 15Q: 3 clusters Score -1034019 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1034101.437500 Penalty: 4433.316406
	Iteration 16Q: 3 clusters Score -1034101 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1034179.187500 Penalty: 4433.316406
	Iteration 17Q: 3 clusters Score -1034179 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1034243.562500 Penalty: 4433.316406
	Iteration 18Q: 3 clusters Score -1034244 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1034297.750000 Penalty: 4433.316406
	Iteration 19Q: 3 clusters Score -1034298 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1034343.250000 Penalty: 4433.316406
	Iteration 20F: 3 clusters Score -1034343 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1034384.812500 Penalty: 4433.316406
	Iteration 21Q: 3 clusters Score -1034385 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1034429.000000 Penalty: 4433.316406
	Iteration 22Q: 3 clusters Score -1034429 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1034472.000000 Penalty: 4433.316406
	Iteration 23Q: 3 clusters Score -1034472 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1034500.312500 Penalty: 4433.316406
	Iteration 24Q: 3 clusters Score -1034500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1034532.812500 Penalty: 4433.316406
	Iteration 25Q: 3 clusters Score -1034533 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1034553.750000 Penalty: 4433.316406
	Iteration 26Q: 3 clusters Score -1034554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1034580.250000 Penalty: 4433.316406
	Iteration 27Q: 3 clusters Score -1034580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1034601.625000 Penalty: 4433.316406
	Iteration 28Q: 3 clusters Score -1034602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1034623.125000 Penalty: 4433.316406
	Iteration 29Q: 3 clusters Score -1034623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1034644.562500 Penalty: 4433.316406
	Iteration 30Q: 3 clusters Score -1034645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1034655.375000 Penalty: 4433.316406
	Iteration 31Q: 3 clusters Score -1034655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1034669.687500 Penalty: 4433.316406
	Iteration 32Q: 3 clusters Score -1034670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1034688.812500 Penalty: 4433.316406
	Iteration 33Q: 3 clusters Score -1034689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1034706.812500 Penalty: 4433.316406
	Iteration 34Q: 3 clusters Score -1034707 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1034722.250000 Penalty: 4433.316406
	Iteration 35Q: 3 clusters Score -1034722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1034732.437500 Penalty: 4433.316406
	Iteration 36Q: 3 clusters Score -1034732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1034739.750000 Penalty: 4433.316406
	Iteration 37Q: 3 clusters Score -1034740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1034742.062500 Penalty: 4433.316406
	Iteration 38Q: 3 clusters Score -1034742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1034750.375000 Penalty: 4433.316406
	Iteration 39Q: 3 clusters Score -1034750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1034753.250000 Penalty: 4433.316406
	Iteration 40F: 3 clusters Score -1034753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1034757.312500 Penalty: 4433.316406
	Iteration 41Q: 3 clusters Score -1034757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1034761.687500 Penalty: 4433.316406
	Iteration 42Q: 3 clusters Score -1034762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1034764.812500 Penalty: 4433.316406
	Iteration 43Q: 3 clusters Score -1034765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1034766.312500 Penalty: 4433.316406
	Iteration 44Q: 3 clusters Score -1034766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1034767.250000 Penalty: 4433.316406
	Iteration 45Q: 3 clusters Score -1034767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1034768.500000 Penalty: 4433.316406
	Iteration 46Q: 3 clusters Score -1034768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1034767.375000 Penalty: 4433.316406
	Iteration 47Q: 3 clusters Score -1034767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1034767.375000 Penalty: 4433.316406
	Iteration 48F: 3 clusters Score -1034767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Entering Unmasked Estep 
Score: -1837694.000000 Penalty: 2352.753906
	Iteration 0F: 2 clusters Score -1837694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1827912.000000 Penalty: 4705.507812
	Iteration 0F: 3 clusters Score -1827912 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1831011.875000 Penalty: 4705.507812
	Iteration 1F: 3 clusters Score -1831012 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1831342.125000 Penalty: 4705.507812
	Iteration 2F: 3 clusters Score -1831342 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1831625.375000 Penalty: 4705.507812
	Iteration 3F: 3 clusters Score -1831625 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1831881.750000 Penalty: 4705.507812
	Iteration 4Q: 3 clusters Score -1831882 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1832122.375000 Penalty: 4705.507812
	Iteration 5Q: 3 clusters Score -1832122 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1832355.000000 Penalty: 4705.507812
	Iteration 6Q: 3 clusters Score -1832355 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1832610.250000 Penalty: 4705.507812
	Iteration 7Q: 3 clusters Score -1832610 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1832901.375000 Penalty: 4705.507812
	Iteration 8Q: 3 clusters Score -1832901 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1833234.875000 Penalty: 4705.507812
	Iteration 9Q: 3 clusters Score -1833235 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1833645.125000 Penalty: 4705.507812
	Iteration 10Q: 3 clusters Score -1833645 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1834087.000000 Penalty: 4705.507812
	Iteration 11Q: 3 clusters Score -1834087 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1834520.875000 Penalty: 4705.507812
	Iteration 12Q: 3 clusters Score -1834521 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1834875.500000 Penalty: 4705.507812
	Iteration 13Q: 3 clusters Score -1834876 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1835109.250000 Penalty: 4705.507812
	Iteration 14Q: 3 clusters Score -1835109 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1835271.375000 Penalty: 4705.507812
	Iteration 15Q: 3 clusters Score -1835271 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1835376.750000 Penalty: 4705.507812
	Iteration 16Q: 3 clusters Score -1835377 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1835456.000000 Penalty: 4705.507812
	Iteration 17Q: 3 clusters Score -1835456 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1835502.625000 Penalty: 4705.507812
	Iteration 18Q: 3 clusters Score -1835503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1835534.875000 Penalty: 4705.507812
	Iteration 19Q: 3 clusters Score -1835535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1835548.250000 Penalty: 4705.507812
	Iteration 20F: 3 clusters Score -1835548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1835562.000000 Penalty: 4705.507812
	Iteration 21Q: 3 clusters Score -1835562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1835568.000000 Penalty: 4705.507812
	Iteration 22Q: 3 clusters Score -1835568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1835580.125000 Penalty: 4705.507812
	Iteration 23Q: 3 clusters Score -1835580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1835590.625000 Penalty: 4705.507812
	Iteration 24Q: 3 clusters Score -1835591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1835592.875000 Penalty: 4705.507812
	Iteration 25Q: 3 clusters Score -1835593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1835597.375000 Penalty: 4705.507812
	Iteration 26Q: 3 clusters Score -1835597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1835598.250000 Penalty: 4705.507812
	Iteration 27Q: 3 clusters Score -1835598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1835600.625000 Penalty: 4705.507812
	Iteration 28Q: 3 clusters Score -1835601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1835602.125000 Penalty: 4705.507812
	Iteration 29Q: 3 clusters Score -1835602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1835605.500000 Penalty: 4705.507812
	Iteration 30Q: 3 clusters Score -1835606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1835610.875000 Penalty: 4705.507812
	Iteration 31Q: 3 clusters Score -1835611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1835616.250000 Penalty: 4705.507812
	Iteration 32Q: 3 clusters Score -1835616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1835616.250000 Penalty: 4705.507812
	Iteration 33F: 3 clusters Score -1835616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -688017.875000 Penalty: 2112.709961
	Iteration 0F: 2 clusters Score -688017.9 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 2516 members 
Entering Unmasked Estep 
Score: -683471.625000 Penalty: 4225.419922
	Iteration 0F: 3 clusters Score -683471.6 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -684539.375000 Penalty: 4225.419922
	Iteration 1F: 3 clusters Score -684539.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -684767.312500 Penalty: 4225.419922
	Iteration 2F: 3 clusters Score -684767.3 nChanged 266
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: -684907.875000 Penalty: 4225.419922
	Iteration 3F: 3 clusters Score -684907.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -685006.937500 Penalty: 4225.419922
	Iteration 4Q: 3 clusters Score -685006.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -685068.187500 Penalty: 4225.419922
	Iteration 5Q: 3 clusters Score -685068.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -685115.562500 Penalty: 4225.419922
	Iteration 6Q: 3 clusters Score -685115.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -685159.437500 Penalty: 4225.419922
	Iteration 7Q: 3 clusters Score -685159.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -685197.437500 Penalty: 4225.419922
	Iteration 8Q: 3 clusters Score -685197.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -685219.937500 Penalty: 4225.419922
	Iteration 9Q: 3 clusters Score -685219.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -685238.875000 Penalty: 4225.419922
	Iteration 10Q: 3 clusters Score -685238.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -685255.687500 Penalty: 4225.419922
	Iteration 11Q: 3 clusters Score -685255.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -685268.750000 Penalty: 4225.419922
	Iteration 12Q: 3 clusters Score -685268.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -685283.500000 Penalty: 4225.419922
	Iteration 13Q: 3 clusters Score -685283.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -685299.562500 Penalty: 4225.419922
	Iteration 14Q: 3 clusters Score -685299.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -685310.687500 Penalty: 4225.419922
	Iteration 15Q: 3 clusters Score -685310.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -685320.812500 Penalty: 4225.419922
	Iteration 16Q: 3 clusters Score -685320.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -685335.687500 Penalty: 4225.419922
	Iteration 17Q: 3 clusters Score -685335.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -685351.437500 Penalty: 4225.419922
	Iteration 18Q: 3 clusters Score -685351.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -685364.687500 Penalty: 4225.419922
	Iteration 19Q: 3 clusters Score -685364.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -685378.187500 Penalty: 4225.419922
	Iteration 20F: 3 clusters Score -685378.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -685390.312500 Penalty: 4225.419922
	Iteration 21Q: 3 clusters Score -685390.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -685398.937500 Penalty: 4225.419922
	Iteration 22Q: 3 clusters Score -685398.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -685404.562500 Penalty: 4225.419922
	Iteration 23Q: 3 clusters Score -685404.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -685412.187500 Penalty: 4225.419922
	Iteration 24Q: 3 clusters Score -685412.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -685418.437500 Penalty: 4225.419922
	Iteration 25Q: 3 clusters Score -685418.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -685429.250000 Penalty: 4225.419922
	Iteration 26Q: 3 clusters Score -685429.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -685436.562500 Penalty: 4225.419922
	Iteration 27Q: 3 clusters Score -685436.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -685441.875000 Penalty: 4225.419922
	Iteration 28Q: 3 clusters Score -685441.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -685446.625000 Penalty: 4225.419922
	Iteration 29Q: 3 clusters Score -685446.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -685450.312500 Penalty: 4225.419922
	Iteration 30Q: 3 clusters Score -685450.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -685456.312500 Penalty: 4225.419922
	Iteration 31Q: 3 clusters Score -685456.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -685460.812500 Penalty: 4225.419922
	Iteration 32Q: 3 clusters Score -685460.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -685474.312500 Penalty: 4225.419922
	Iteration 33Q: 3 clusters Score -685474.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -685483.500000 Penalty: 4225.419922
	Iteration 34Q: 3 clusters Score -685483.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -685499.312500 Penalty: 4225.419922
	Iteration 35Q: 3 clusters Score -685499.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -685519.562500 Penalty: 4225.419922
	Iteration 36Q: 3 clusters Score -685519.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -685543.187500 Penalty: 4225.419922
	Iteration 37Q: 3 clusters Score -685543.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -685564.625000 Penalty: 4225.419922
	Iteration 38Q: 3 clusters Score -685564.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -685584.062500 Penalty: 4225.419922
	Iteration 39Q: 3 clusters Score -685584.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -685607.875000 Penalty: 4225.419922
	Iteration 40F: 3 clusters Score -685607.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -685634.062500 Penalty: 4225.419922
	Iteration 41Q: 3 clusters Score -685634.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -685658.750000 Penalty: 4225.419922
	Iteration 42Q: 3 clusters Score -685658.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -685682.312500 Penalty: 4225.419922
	Iteration 43Q: 3 clusters Score -685682.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -685707.500000 Penalty: 4225.419922
	Iteration 44Q: 3 clusters Score -685707.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -685741.625000 Penalty: 4225.419922
	Iteration 45Q: 3 clusters Score -685741.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -685783.500000 Penalty: 4225.419922
	Iteration 46Q: 3 clusters Score -685783.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -685841.625000 Penalty: 4225.419922
	Iteration 47Q: 3 clusters Score -685841.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -685902.312500 Penalty: 4225.419922
	Iteration 48Q: 3 clusters Score -685902.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -685962.562500 Penalty: 4225.419922
	Iteration 49Q: 3 clusters Score -685962.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -686017.125000 Penalty: 4225.419922
	Iteration 50Q: 3 clusters Score -686017.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -686066.125000 Penalty: 4225.419922
	Iteration 51Q: 3 clusters Score -686066.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -686099.750000 Penalty: 4225.419922
	Iteration 52Q: 3 clusters Score -686099.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -686119.562500 Penalty: 4225.419922
	Iteration 53Q: 3 clusters Score -686119.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -686137.687500 Penalty: 4225.419922
	Iteration 54Q: 3 clusters Score -686137.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -686158.687500 Penalty: 4225.419922
	Iteration 55Q: 3 clusters Score -686158.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -686184.125000 Penalty: 4225.419922
	Iteration 56Q: 3 clusters Score -686184.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -686206.125000 Penalty: 4225.419922
	Iteration 57Q: 3 clusters Score -686206.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -686222.375000 Penalty: 4225.419922
	Iteration 58Q: 3 clusters Score -686222.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -686234.000000 Penalty: 4225.419922
	Iteration 59Q: 3 clusters Score -686234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -686243.750000 Penalty: 4225.419922
	Iteration 60F: 3 clusters Score -686243.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -686247.375000 Penalty: 4225.419922
	Iteration 61Q: 3 clusters Score -686247.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -686251.437500 Penalty: 4225.419922
	Iteration 62Q: 3 clusters Score -686251.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -686259.500000 Penalty: 4225.419922
	Iteration 63Q: 3 clusters Score -686259.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -686267.875000 Penalty: 4225.419922
	Iteration 64Q: 3 clusters Score -686267.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -686279.437500 Penalty: 4225.419922
	Iteration 65Q: 3 clusters Score -686279.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -686288.625000 Penalty: 4225.419922
	Iteration 66Q: 3 clusters Score -686288.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -686296.250000 Penalty: 4225.419922
	Iteration 67Q: 3 clusters Score -686296.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -686299.312500 Penalty: 4225.419922
	Iteration 68Q: 3 clusters Score -686299.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -686303.062500 Penalty: 4225.419922
	Iteration 69Q: 3 clusters Score -686303.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -686306.312500 Penalty: 4225.419922
	Iteration 70Q: 3 clusters Score -686306.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -686309.125000 Penalty: 4225.419922
	Iteration 71Q: 3 clusters Score -686309.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -686310.812500 Penalty: 4225.419922
	Iteration 72Q: 3 clusters Score -686310.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -686314.437500 Penalty: 4225.419922
	Iteration 73Q: 3 clusters Score -686314.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -686315.437500 Penalty: 4225.419922
	Iteration 74Q: 3 clusters Score -686315.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -686320.000000 Penalty: 4225.419922
	Iteration 75Q: 3 clusters Score -686320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -686321.562500 Penalty: 4225.419922
	Iteration 76Q: 3 clusters Score -686321.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -686324.625000 Penalty: 4225.419922
	Iteration 77Q: 3 clusters Score -686324.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -686326.562500 Penalty: 4225.419922
	Iteration 78Q: 3 clusters Score -686326.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -686326.562500 Penalty: 4225.419922
	Iteration 79F: 3 clusters Score -686326.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (32914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Entering Unmasked Estep 
Score: -4470762.000000 Penalty: 2579.610107
	Iteration 0F: 2 clusters Score -4470762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -4448215.500000 Penalty: 5159.220215
	Iteration 0F: 3 clusters Score -4448216 nChanged 15005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -4456391.500000 Penalty: 5159.220215
	Iteration 1F: 3 clusters Score -4456392 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -4456954.500000 Penalty: 5159.220215
	Iteration 2Q: 3 clusters Score -4456954 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -4457683.000000 Penalty: 5159.220215
	Iteration 3Q: 3 clusters Score -4457683 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -4458795.500000 Penalty: 5159.220215
	Iteration 4F: 3 clusters Score -4458796 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -4460447.500000 Penalty: 5159.220215
	Iteration 5F: 3 clusters Score -4460448 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -4462455.500000 Penalty: 5159.220215
	Iteration 6F: 3 clusters Score -4462456 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -4464574.500000 Penalty: 5159.220215
	Iteration 7F: 3 clusters Score -4464574 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -4466278.500000 Penalty: 5159.220215
	Iteration 8F: 3 clusters Score -4466278 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -4467402.500000 Penalty: 5159.220215
	Iteration 9Q: 3 clusters Score -4467402 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -4468209.500000 Penalty: 5159.220215
	Iteration 10Q: 3 clusters Score -4468210 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -4468803.000000 Penalty: 5159.220215
	Iteration 11Q: 3 clusters Score -4468803 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -4469053.000000 Penalty: 5159.220215
	Iteration 12Q: 3 clusters Score -4469053 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -4469190.000000 Penalty: 5159.220215
	Iteration 13Q: 3 clusters Score -4469190 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -4469242.500000 Penalty: 5159.220215
	Iteration 14Q: 3 clusters Score -4469242 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -4469278.000000 Penalty: 5159.220215
	Iteration 15Q: 3 clusters Score -4469278 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -4469312.500000 Penalty: 5159.220215
	Iteration 16Q: 3 clusters Score -4469312 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -4469320.000000 Penalty: 5159.220215
	Iteration 17Q: 3 clusters Score -4469320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -4469335.000000 Penalty: 5159.220215
	Iteration 18Q: 3 clusters Score -4469335 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -4469335.500000 Penalty: 5159.220215
	Iteration 19Q: 3 clusters Score -4469336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -4469353.500000 Penalty: 5159.220215
	Iteration 20F: 3 clusters Score -4469354 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -4469356.000000 Penalty: 5159.220215
	Iteration 21Q: 3 clusters Score -4469356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -4469363.500000 Penalty: 5159.220215
	Iteration 22Q: 3 clusters Score -4469364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -4469378.000000 Penalty: 5159.220215
	Iteration 23Q: 3 clusters Score -4469378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -4469382.500000 Penalty: 5159.220215
	Iteration 24Q: 3 clusters Score -4469382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4469399.000000 Penalty: 5159.220215
	Iteration 25Q: 3 clusters Score -4469399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -4469409.000000 Penalty: 5159.220215
	Iteration 26Q: 3 clusters Score -4469409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -4469419.500000 Penalty: 5159.220215
	Iteration 27Q: 3 clusters Score -4469420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -4469424.500000 Penalty: 5159.220215
	Iteration 28Q: 3 clusters Score -4469424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -4469414.500000 Penalty: 5159.220215
	Iteration 29Q: 3 clusters Score -4469414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -4469416.000000 Penalty: 5159.220215
	Iteration 30Q: 3 clusters Score -4469416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -4469423.000000 Penalty: 5159.220215
	Iteration 31Q: 3 clusters Score -4469423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -4469418.500000 Penalty: 5159.220215
	Iteration 32Q: 3 clusters Score -4469418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4469430.000000 Penalty: 5159.220215
	Iteration 33Q: 3 clusters Score -4469430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -4469425.500000 Penalty: 5159.220215
	Iteration 34Q: 3 clusters Score -4469426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -4469433.000000 Penalty: 5159.220215
	Iteration 35Q: 3 clusters Score -4469433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -4469433.000000 Penalty: 5159.220215
	Iteration 36Q: 3 clusters Score -4469433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4469432.500000 Penalty: 5159.220215
	Iteration 37Q: 3 clusters Score -4469432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -4469432.000000 Penalty: 5159.220215
	Iteration 38Q: 3 clusters Score -4469432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -4469437.500000 Penalty: 5159.220215
	Iteration 39Q: 3 clusters Score -4469438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -4469440.500000 Penalty: 5159.220215
	Iteration 40F: 3 clusters Score -4469440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -4469435.500000 Penalty: 5159.220215
	Iteration 41Q: 3 clusters Score -4469436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -4469435.000000 Penalty: 5159.220215
	Iteration 42Q: 3 clusters Score -4469435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -4469434.500000 Penalty: 5159.220215
	Iteration 43Q: 3 clusters Score -4469434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4469435.000000 Penalty: 5159.220215
	Iteration 44Q: 3 clusters Score -4469435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4469435.000000 Penalty: 5159.220215
	Iteration 45F: 3 clusters Score -4469435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -63559.605469 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -63559.61 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 242 members 
Entering Unmasked Estep 
Score: -62073.968750 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -62073.97 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -62233.308594 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -62233.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62287.937500 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -62287.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62316.144531 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -62316.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -62321.562500 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -62321.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -62324.277344 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -62324.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -62329.464844 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -62329.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -62333.292969 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -62333.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -62334.808594 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -62334.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -62334.808594 Penalty: 3089.341309
	Iteration 9F: 3 clusters Score -62334.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -131662.781250 Penalty: 1716.081665
	Iteration 0F: 2 clusters Score -131662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -129742.992188 Penalty: 3432.163330
	Iteration 0F: 3 clusters Score -129743 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -130245.406250 Penalty: 3432.163330
	Iteration 1F: 3 clusters Score -130245.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -130486.007812 Penalty: 3432.163330
	Iteration 2F: 3 clusters Score -130486 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -130620.312500 Penalty: 3432.163330
	Iteration 3F: 3 clusters Score -130620.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -130723.929688 Penalty: 3432.163330
	Iteration 4Q: 3 clusters Score -130723.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -130880.812500 Penalty: 3432.163330
	Iteration 5Q: 3 clusters Score -130880.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -130979.046875 Penalty: 3432.163330
	Iteration 6Q: 3 clusters Score -130979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -131020.039062 Penalty: 3432.163330
	Iteration 7Q: 3 clusters Score -131020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -131045.906250 Penalty: 3432.163330
	Iteration 8Q: 3 clusters Score -131045.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -131075.468750 Penalty: 3432.163330
	Iteration 9Q: 3 clusters Score -131075.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -131110.046875 Penalty: 3432.163330
	Iteration 10Q: 3 clusters Score -131110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -131165.125000 Penalty: 3432.163330
	Iteration 11Q: 3 clusters Score -131165.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -131223.218750 Penalty: 3432.163330
	Iteration 12Q: 3 clusters Score -131223.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -131263.203125 Penalty: 3432.163330
	Iteration 13Q: 3 clusters Score -131263.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -131314.937500 Penalty: 3432.163330
	Iteration 14Q: 3 clusters Score -131314.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -131356.703125 Penalty: 3432.163330
	Iteration 15Q: 3 clusters Score -131356.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -131399.500000 Penalty: 3432.163330
	Iteration 16Q: 3 clusters Score -131399.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -131428.984375 Penalty: 3432.163330
	Iteration 17Q: 3 clusters Score -131429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -131458.296875 Penalty: 3432.163330
	Iteration 18Q: 3 clusters Score -131458.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -131490.281250 Penalty: 3432.163330
	Iteration 19Q: 3 clusters Score -131490.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -131508.484375 Penalty: 3432.163330
	Iteration 20F: 3 clusters Score -131508.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -131528.937500 Penalty: 3432.163330
	Iteration 21Q: 3 clusters Score -131528.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -131547.734375 Penalty: 3432.163330
	Iteration 22Q: 3 clusters Score -131547.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -131565.312500 Penalty: 3432.163330
	Iteration 23Q: 3 clusters Score -131565.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -131589.625000 Penalty: 3432.163330
	Iteration 24Q: 3 clusters Score -131589.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -131610.562500 Penalty: 3432.163330
	Iteration 25Q: 3 clusters Score -131610.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -131622.250000 Penalty: 3432.163330
	Iteration 26Q: 3 clusters Score -131622.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -131625.796875 Penalty: 3432.163330
	Iteration 27Q: 3 clusters Score -131625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -131629.078125 Penalty: 3432.163330
	Iteration 28Q: 3 clusters Score -131629.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -131629.953125 Penalty: 3432.163330
	Iteration 29Q: 3 clusters Score -131630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -131629.953125 Penalty: 3432.163330
	Iteration 30F: 3 clusters Score -131630 nChanged 0
--- Evaluating fit on full set of 2991666 points ---
Entering Unmasked Estep 
Score: -401018688.000000 Penalty: 88752.296875
25->25 Clusters: Score -401018688.000000, best is -400983392.000000
THE BEST YET!

Main iterations: 0 (time per=infms)
Total iterations: 53358 (time per=632.330277ms)
Iterations metric 2: 4930111799296.000000 (time per=6.843634ns)
Iterations metric 3: 147890706055168.000000 (time per=228.140630ps)

That took 33739.878906 seconds.
